diff --git a/.azure-pipelines/cluster-update-all.yml b/.azure-pipelines/cluster-update-all.yml
index 3fd376e7..5bba5c5e 100644
--- a/.azure-pipelines/cluster-update-all.yml
+++ b/.azure-pipelines/cluster-update-all.yml
@@ -31,6 +31,14 @@ jobs:
     pool:
       vmImage: 'ubuntu-24.04'
     steps:
+    - checkout: self
+      submodules: false
+      persistCredentials : true
+    - powershell: |
+        $header = "AUTHORIZATION: bearer $(System.AccessToken)"
+        git -c http.extraheader="$header" submodule sync
+        git -c http.extraheader="$header" submodule update --init --force --depth=1
+      displayName: Checkout Submodule
     - script: python -m pip install pyyaml jinja2 paramiko etcd3 protobuf==3.20.3 kubernetes gitpython   
       displayName: Install python libs
     - script: |
@@ -48,17 +56,17 @@ jobs:
         destinationFolder: '$(Pipeline.Workspace)/config'
         cleanDestinationFolder: true
     - script: |
-        mv $(Pipeline.Workspace)/config/pylon-configuration /tmp/
         mv $(Pipeline.Workspace)/config/auth-configuration /tmp/
+        ls -l /tmp/auth-configuration
       displayName: Arrange Config Files
     - script: |
-        # Build all services # Skip "frameworkcontroller" "hivedscheduler" "openpai-runtime" "k8s-dashboard" "marketplace-db" "node-exporter" "prometheus"
-        $(Build.Repository.LocalPath)/build/pai_build.py build -c $(Pipeline.Workspace)/config/cluster-configuration -s base-image cleaning-image cluster-configuration device-plugin  job-exporter log-manager grafana alert-manager watchdog internal-storage postgresql database-controller fluentd pylon rest-server webportal
+        # Build all services # Skip"k8s-dashboard" "marketplace-db" "node-exporter" "prometheus"
+        $(Build.Repository.LocalPath)/build/pai_build.py build -c $(Pipeline.Workspace)/config/cluster-configuration -s base-image cleaning-image cluster-configuration device-plugin job-exporter log-manager grafana alert-manager frameworkcontroller hivedscheduler openpai-runtime watchdog internal-storage postgresql database-controller fluentd pylon rest-server webportal 
       displayName: 'Build all Services images'
       condition: or(eq(${{ parameters.rebuildImage }}, 'true'), eq(${{ parameters.repushImage }}, 'true'))
     - script: |
-        # Build all services # Skip "frameworkcontroller" "hivedscheduler" "openpai-runtime" "k8s-dashboard" "marketplace-db" "node-exporter" "prometheus"
-        $(Build.Repository.LocalPath)/build/pai_build.py push -c $(Pipeline.Workspace)/config/cluster-configuration -s base-image cleaning-image cluster-configuration device-plugin job-exporter log-manager grafana alert-manager watchdog internal-storage postgresql database-controller fluentd pylon rest-server webportal
+        # Push all services # Skip "k8s-dashboard" "marketplace-db" "node-exporter" "prometheus"
+        $(Build.Repository.LocalPath)/build/pai_build.py push -c $(Pipeline.Workspace)/config/cluster-configuration -s base-image cleaning-image cluster-configuration device-plugin job-exporter log-manager grafana alert-manager frameworkcontroller hivedscheduler openpai-runtime watchdog internal-storage postgresql database-controller fluentd pylon rest-server webportal
       displayName: 'Push all Services'
       condition: eq(${{ parameters.repushImage }}, 'true')
     - task: AzureCLI@2
@@ -97,7 +105,7 @@ jobs:
                   echo "Testing rest-server $(paiWebUrl)/rest-server/api/v2/info"
                   curl $(paiWebUrl)/rest-server/api/v2/info
                   echo "Checking virtual cluster status..."
-                  vc_info=$(curl -H "Authorization: Bearer $(paiWebToken)" -s $(paiWebUrl)/rest-server/api/v2/virtualclusters)
+                  vc_info=$(curl -H "Authorization: Bearer $(paiWebToken)" -s $(paiWebUrl)/rest-server/api/v2/virtual-clusters)
                   if [ $? -ne 0 ]; then
                     echo "Failed to access virtual cluster API"
                     exit 1
diff --git a/.azure-pipelines/cluster-update-changes.yml b/.azure-pipelines/cluster-update-changes.yml
index 8f01cb0c..fdec97a1 100644
--- a/.azure-pipelines/cluster-update-changes.yml
+++ b/.azure-pipelines/cluster-update-changes.yml
@@ -12,12 +12,35 @@ variables:
   value: '$(Build.BuildId)'
 - group: 'pai-cicd-cluster'
 
+parameters:
+  - name: "rebuildImage"
+    type: boolean
+    default: true
+    displayName: "Rebuild images"
+  - name: "repushImage"
+    type: boolean
+    default: true
+    displayName: "Repush images"
+  - name: "redeployService"
+    type: boolean
+    default: true
+    displayName: "Redeploy services"  
+
 jobs:
   - job: Build
     displayName: 'Build and Deploy'
+    timeoutInMinutes: 120
     pool:
       vmImage: 'ubuntu-24.04'
     steps:
+    - checkout: self
+      submodules: false
+      persistCredentials : true
+    - powershell: |
+        $header = "AUTHORIZATION: bearer $(System.AccessToken)"
+        git -c http.extraheader="$header" submodule sync
+        git -c http.extraheader="$header" submodule update --init --force --depth=1
+      displayName: Checkout Submodule
     - script: |
         if [ "$(Build.Reason)" == "PullRequest" ]; then
           # Fetch the target branch
@@ -32,14 +55,7 @@ jobs:
         fi
         
         folders=$(echo "$changed_files" | grep '^src/' | awk -F'/' '{print $2}' | sort -u)
-        
-        # Check if "hivedscheduler" is in the folder list
-        if echo "$folders" | grep -q "hivedscheduler"; then
-          folders=$(echo "$folders" | grep -v "cluster-configuration" | grep -v "rest-server")
-          # Add "cluster-configuration" to the head and "rest-server" to the end
-          folders="cluster-configuration $folders rest-server"
-        fi
-        
+        folders=$(echo "$folders" | tr '\n' ' ')
         # Store the folder list in a pipeline variable
         echo "Changed folders: $folders"
         echo "##vso[task.setvariable variable=changed_folders]$folders"
@@ -72,27 +88,29 @@ jobs:
         destinationFolder: '$(Pipeline.Workspace)/config'
         cleanDestinationFolder: true
     - script: |
-        mv $(Pipeline.Workspace)/config/pylon-configuration /tmp/
         mv $(Pipeline.Workspace)/config/auth-configuration /tmp/
+        ls -l /tmp/auth-configuration
       displayName: Arrange Config Files
       condition: eq(variables['has_changed'], 'true')
     - script: |
         # Build the changed services
-        # Skip "openpai-runtime" due to the image built by other repo
-        changed_services=$(echo $(changed_folders) | tr ' ' '\n' | grep -v "openpai-runtime" | tr '\n' ' ')
+        echo "Building folders" $(changed_folders)
+        changed_services=$(echo $(changed_folders) | tr ' ' '\n' )
+        echo "Building: " $changed_services
         $(Build.Repository.LocalPath)/build/pai_build.py build -c $(Pipeline.Workspace)/config/cluster-configuration -s $changed_services
       displayName: 'Build Changed Services'
-      condition: eq(variables['has_changed'], 'true')
+      condition: and( eq( variables['has_changed'], 'true'), or(eq(${{ parameters.rebuildImage }}, 'true'), eq(${{ parameters.repushImage }}, 'true')) )
     - script: |
         # Push the changed services
-        # Skip "openpai-runtime" due to the image built by other repo
-        changed_services=$(echo $(changed_folders) | tr ' ' '\n' | grep -v "openpai-runtime" | tr '\n' ' ')
+        
+        changed_services=$(echo $(changed_folders) | tr ' ' '\n' )
+        echo "Pushing: " $changed_services
         $(Build.Repository.LocalPath)/build/pai_build.py push -c $(Pipeline.Workspace)/config/cluster-configuration -s $changed_services
       displayName: 'Push Changed Services'
-      condition: eq(variables['has_changed'], 'true')
+      condition: and(eq(${{ parameters.repushImage }}, 'true'),  eq(variables['has_changed'], 'true') )
     - task: AzureCLI@2
       displayName: 'Azure CLI get credentials of aks and deploy the pai services'
-      condition: eq(variables['has_changed'], 'true')
+      condition: and(eq(${{ parameters.redeployService }}, 'true'), eq(variables['has_changed'], 'true'))
       inputs:
         azureSubscription: $(azureSubscriptionEndpoint)
         scriptType: bash
@@ -128,7 +146,7 @@ jobs:
                   echo "Testing rest-server $(paiWebUrl)/rest-server/api/v2/info"
                   curl $(paiWebUrl)/rest-server/api/v2/info
                   echo "Checking virtual cluster status..."
-                  vc_info=$(curl -H "Authorization: Bearer $(paiWebToken)" -s $(paiWebUrl)/rest-server/api/v2/virtualclusters)
+                  vc_info=$(curl -H "Authorization: Bearer $(paiWebToken)" -s $(paiWebUrl)/rest-server/api/v2/virtual-clusters)
                   if [ $? -ne 0 ]; then
                     echo "Failed to access virtual cluster API"
                     exit 1
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
new file mode 100644
index 00000000..290bd81d
--- /dev/null
+++ b/.github/CODEOWNERS
@@ -0,0 +1,2 @@
+. @microsoft/ltpadmin
+.github @microsoft/ltpadmin
\ No newline at end of file
diff --git a/.github/workflows/build-all.yaml b/.github/workflows/build-all.yaml
new file mode 100644
index 00000000..89ecdd43
--- /dev/null
+++ b/.github/workflows/build-all.yaml
@@ -0,0 +1,121 @@
+name: Build All Services
+
+permissions:
+  contents: read
+
+on:
+  pull_request:
+    types: [opened, reopened, closed]
+    branches: ["release/*"]
+  release:
+    types: [published]
+  workflow_dispatch:
+    inputs:
+      branch:
+        description: 'The branch name or tag to run the workflow on'
+        required: true
+        default: 'dev'
+        type: string
+
+env:
+  TAG: ${{ github.run_number }}
+
+jobs:
+  build:
+    name: Build All
+    runs-on: [self-hosted, paicicd]
+    timeout-minutes: 120
+    environment: auto-test
+    if: github.event_name != 'pull_request' || ( github.event.action == 'opened' || github.event.action == 'reopened' || github.event.pull_request.merged == true)
+    container:
+      image: ubuntu:latest
+      volumes:
+        - /var/run/docker.sock:/var/run/docker.sock
+    steps:
+      - name: Install git
+        run: |
+          DEBIAN_FRONTEND=noninteractive apt update
+          DEBIAN_FRONTEND=noninteractive apt install -y git
+
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          submodules: false
+          ref: ${{ github.event.inputs.branch || github.ref }}
+
+      - name: Get All Services
+        id: all
+        run: |
+          services=$(ls -1d src/* | awk -F'/' '{print $2}' | tr '\n' ' ')
+          skipped_services="base-image cleaning-image dev-box marketplace-db marketplace-restserver marketplace-webportal utilization-reporter"
+          for skip in $skipped_services; do
+            services=$(echo $services | sed "s/\b$skip\b//g")
+          done
+          echo "All services: $services"
+          echo "services=$services" >> $GITHUB_OUTPUT
+
+      - name: Install Package
+        if: steps.all.outputs.services != ''
+        run: |
+          DEBIAN_FRONTEND=noninteractive apt install -y python3 python-is-python3 pip git unzip ca-certificates curl apt-transport-https lsb-release gnupg parallel
+          curl -sL https://aka.ms/InstallAzureCLIDeb | bash
+          curl -fsSL https://get.docker.com | sh
+
+      - name: Install python libs
+        if: steps.all.outputs.services != ''
+        run: python -m pip install --break-system-packages pyyaml jinja2 paramiko etcd3 protobuf==3.20.3 kubernetes gitpython
+
+      - name: Decode and unzip config file
+        if: steps.all.outputs.services != ''
+        run: |
+          echo "${{ secrets.CONFIG_FILE_B64 }}" | base64 -d > config.zip
+          mkdir -p $GITHUB_WORKSPACE/config
+          unzip -o config.zip -d $GITHUB_WORKSPACE/config
+          ls -l $GITHUB_WORKSPACE/config
+
+      - name: Arrange Config Files
+        if: steps.all.outputs.services != ''
+        run: |
+          rm -rf /tmp/auth-configuration
+          mv $GITHUB_WORKSPACE/config/auth-configuration /tmp/
+          ls -l /tmp/auth-configuration
+
+      - name: Log in to GHCR
+        run: echo "${{ secrets.GITHUB_TOKEN }}" | docker login ghcr.io -u ${{ github.actor }} --password-stdin
+
+      - name: Build Images of Services
+        if: steps.all.outputs.services != ''
+        run: |
+          all_services="${{ steps.all.outputs.services }}"
+          echo "Building: $all_services"
+          echo "--------------------------------"
+          failed_services=""
+          for service in $all_services; do
+            if echo "$service" | grep -q "alert-manager"; then
+              echo "alert-manager is in the changed services"
+              # Build specific images in alert-manager
+              echo "Building specific alert-manager images"
+              $GITHUB_WORKSPACE/build/pai_build.py build \
+                -c $GITHUB_WORKSPACE/config/cluster-configuration \
+                -s alert-manager \
+                -i abnormal-detector,alert-handler,alert-parser,cert-expiration-checker,cluster-utilization,job-data-recorder,job-status-change-notification,node-failure-detection,node-issue-classifier,nvidia-gpu-low-perf-fixer,redis-monitoring
+            fi
+            echo "Building service: $service"
+            if python3 $GITHUB_WORKSPACE/build/pai_build.py build \
+              -c $GITHUB_WORKSPACE/config/cluster-configuration \
+              -s $service; then
+              echo "✓ Successfully built: $service"
+            else
+              echo "✗ Failed to build: $service"
+              failed_services="$failed_services $service"
+            fi
+          done
+            
+          if [ -n "$failed_services" ]; then
+            echo "::error::Failed to build services:$failed_services"
+            echo "FAILED_SERVICES=$failed_services" 
+            exit 1
+          else
+            echo "All services built successfully"
+          fi
\ No newline at end of file
diff --git a/.github/workflows/build-deploy-changes.yaml b/.github/workflows/build-deploy-changes.yaml
new file mode 100644
index 00000000..6c8987b5
--- /dev/null
+++ b/.github/workflows/build-deploy-changes.yaml
@@ -0,0 +1,228 @@
+name: Build & Deploy Changed Services
+
+permissions:
+  packages: write
+  contents: read
+
+on:
+  pull_request:
+    branches: [main, dev, "release/*"]
+
+env:
+  TAG: ${{ github.run_number }}
+
+jobs:
+  build:
+    name: Build and Deploy
+    runs-on: [self-hosted, paicicd]
+    timeout-minutes: 120
+    environment: auto-test
+    container:
+      image: ubuntu:latest
+      volumes:
+        - /var/run/docker.sock:/var/run/docker.sock
+    env:
+      DOCKER_BUILDKIT: "1"
+    steps:
+      - name: Install git
+        run: |
+          DEBIAN_FRONTEND=noninteractive apt update
+          DEBIAN_FRONTEND=noninteractive apt install -y git
+
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          submodules: false
+          ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.ref_name }}
+
+      - name: Get Changed Folders (Services)
+        id: changes
+        run: |
+          git config --global --add safe.directory "$GITHUB_WORKSPACE"
+          if [ "${{ github.event_name }}" = "pull_request" ]; then
+            echo "Pull request detected"
+            # Fetch the merge base to get only PR changes
+            git fetch origin ${{ github.event.pull_request.base.ref }} --depth=50
+            base_sha=$(git merge-base origin/${{ github.event.pull_request.base.ref }} ${{ github.event.pull_request.head.sha }})
+            head_sha="${{ github.event.pull_request.head.sha }}"
+          else
+            if [ "${{ github.event.before }}" = "0000000000000000000000000000000000000000" ]; then
+              # Get the previous commit on branch
+              base_sha=$(git rev-parse ${{ github.sha }}^)
+            else
+              base_sha="${{ github.event.before }}"
+            fi
+            head_sha="${{ github.sha }}"
+          fi
+
+          echo "Comparing $base_sha...$head_sha"
+          changed_files=$(git diff --name-only "$base_sha" "$head_sha")
+          echo "Changed files: $changed_files"
+
+          # extract service folders under src/
+          folders=$(echo "$changed_files" | grep '^src/' \
+            |  awk -F'/' '{print $2}' \
+            | sort -u | tr '\n' ' ')
+          echo "Changed folders: $folders"
+
+          # export as output for next steps
+          echo "folders=$folders" >> $GITHUB_OUTPUT
+
+      - name: Check if folders are empty
+        id: check
+        run: |
+          if [ -z "${{ steps.changes.outputs.folders }}" ]; then
+            echo "has_changed=false" >> $GITHUB_OUTPUT
+          else
+            echo "has_changed=true" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Install Package
+        if: steps.check.outputs.has_changed == 'true'
+        run: |
+          DEBIAN_FRONTEND=noninteractive apt install -y python3 python-is-python3 pip git unzip ca-certificates curl apt-transport-https lsb-release gnupg parallel
+          curl -sL https://aka.ms/InstallAzureCLIDeb | bash
+          curl -fsSL https://get.docker.com | sh
+
+      - name: Install python libs
+        if: steps.check.outputs.has_changed == 'true'
+        run: python -m pip install --break-system-packages pyyaml jinja2 paramiko etcd3 protobuf==3.20.3 kubernetes gitpython
+
+      - name: Decode and unzip config file
+        if: steps.check.outputs.has_changed == 'true'
+        run: |
+          echo "${{ secrets.CONFIG_FILE_B64 }}" | base64 -d > config.zip
+          mkdir -p $GITHUB_WORKSPACE/config
+          unzip -o config.zip -d $GITHUB_WORKSPACE/config
+          ls -l $GITHUB_WORKSPACE/config
+
+      - name: Arrange Config Files
+        if: steps.check.outputs.has_changed == 'true'
+        run: |
+          rm -rf /tmp/auth-configuration
+          mv $GITHUB_WORKSPACE/config/auth-configuration /tmp/
+          ls -l /tmp/auth-configuration
+
+      - name: Login to GHCR
+        if: steps.check.outputs.has_changed == 'true'
+        run: |
+          docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Build Images of Changed Services
+        if: steps.check.outputs.has_changed == 'true'
+        run: |
+          changed_services="${{ steps.changes.outputs.folders }}"
+          echo "Building: $changed_services"
+          if [[ "$changed_services" == *"alert-manager"* ]]; then
+            echo "alert-manager is in the changed services"
+            changed_services=$(echo $changed_services | sed 's/alert-manager//g')
+            # build specific images in alert-manager
+            echo "Building specific alert-manager images"
+            $GITHUB_WORKSPACE/build/pai_build.py build \
+              -c $GITHUB_WORKSPACE/config/cluster-configuration \
+              -s alert-manager
+              -i abnormal-detector,alert-handler,alert-parser,cert-expiration-checker,cluster-utilization,job-data-recorder,job-status-change-notification,node-failure-detection,node-issue-classifier,nvidia-gpu-low-perf-fixer,redis-monitoring
+          fi
+
+          echo "Changed services after removing alert-manager: $changed_services"
+          $GITHUB_WORKSPACE/build/pai_build.py build \
+            -c $GITHUB_WORKSPACE/config/cluster-configuration \
+            -s $changed_services
+
+      - name: Push Images of Changed Services to ACR
+        if: steps.check.outputs.has_changed == 'true'
+        run: |
+          changed_services="${{ steps.changes.outputs.folders }}"
+          echo "Pushing: $changed_services"
+          $GITHUB_WORKSPACE/build/pai_build.py push \
+            -c $GITHUB_WORKSPACE/config/cluster-configuration \
+            -s $changed_services
+
+      - name: Push Images of Changed Service to GHCR
+        if: steps.check.outputs.has_changed == 'true'
+        run: |
+          changed_services="${{ steps.changes.outputs.folders }}"
+          echo "Pushing: $changed_services"
+          # check whether alert-manager is in the changed services
+          echo "Changed services before removing alert-manager: $changed_services"
+          if [[ "$changed_services" == *"alert-manager"* ]]; then
+            echo "alert-manager is in the changed services"
+            changed_services=$(echo $changed_services | sed 's/alert-manager//g')
+            # push specific images in alert-manager to GHCR
+            echo "Pushing specific alert-manager images to GHCR"
+            $GITHUB_WORKSPACE/build/pai_build.py push \
+              -c $GITHUB_WORKSPACE/config/cluster-configuration \
+              -s alert-manager \
+              -i abnormal-detector,alert-handler,alert-parser,cert-expiration-checker,cluster-utilization,job-data-recorder,job-status-change-notification,node-failure-detection,node-issue-classifier,nvidia-gpu-low-perf-fixer,redis-monitoring \
+              --docker-registry ghcr.io \
+              --docker-namespace ${GITHUB_REPOSITORY_OWNER} \
+              --docker-username ${{ github.actor }} \
+              --docker-password ${{ secrets.GITHUB_TOKEN }}
+          fi
+
+          echo "Changed services after removing alert-manager: $changed_services"
+          $GITHUB_WORKSPACE/build/pai_build.py push \
+            -c $GITHUB_WORKSPACE/config/cluster-configuration \
+            -s $changed_services \
+            --docker-registry ghcr.io \
+            --docker-namespace ${GITHUB_REPOSITORY_OWNER} \
+            --docker-username ${{ github.actor }} \
+            --docker-password ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Azure CLI get credentials and deploy
+        if: steps.check.outputs.has_changed == 'true'
+        run: |
+          az version
+          az login --identity --client-id ${{ secrets.AZURE_MANAGED_IDENTITY_CLIENT_ID }}
+          az aks install-cli
+          az aks get-credentials \
+            --resource-group ${{ secrets.AZURE_RESOURCE_GROUP }} \
+            --name ${{ secrets.KUBERNETES_CLUSTER }} \
+            --overwrite-existing
+          kubelogin convert-kubeconfig -l azurecli
+          kubectl config use-context ${{ secrets.KUBERNETES_CLUSTER }}
+            # Replace "webportal" with "webportal-dind" if "webportal" is changed
+            services_to_deploy="${{ steps.changes.outputs.folders }}"
+            if echo " $services_to_deploy " | grep -q " webportal "; then
+              tmp=""
+              for s in $services_to_deploy; do
+                [ "$s" = "webportal" ] && continue
+                [ "$s" = "webportal-dind" ] && continue
+                tmp="$tmp $s"
+              done
+              services_to_deploy="$tmp webportal-dind"
+              services_to_deploy=$(echo "$services_to_deploy" | xargs)
+            fi
+            echo "Final services to deploy: $services_to_deploy"
+          if echo " $services_to_deploy " | grep -q " cluster-local-storage-worker "; then
+            sed -i '42s/value: "8"/value: "0"/' $GITHUB_WORKSPACE/src/cluster-local-storage-worker/deploy/cluster-local-storage-worker.yaml.template
+          fi
+
+          echo "${{ secrets.PAI_CLUSTER_NAME }}" > cluster_id
+          echo "Stopping changed pai services $services_to_deploy on ${{ secrets.PAI_CLUSTER_NAME }} ..."
+          $GITHUB_WORKSPACE/paictl.py service stop -n $services_to_deploy < cluster_id
+          echo "Pushing config to cluster \"${{ secrets.PAI_CLUSTER_NAME }}\" ..."
+          $GITHUB_WORKSPACE/paictl.py config push -m service -p $GITHUB_WORKSPACE/config/cluster-configuration < cluster_id
+          echo "Starting to update $services_to_deploy on ${{ secrets.PAI_CLUSTER_NAME }} ..."
+          $GITHUB_WORKSPACE/paictl.py service start -n $services_to_deploy < cluster_id
+          kubectl get pod
+          kubectl get service
+
+  test:
+    name: Test rest-server
+    needs: build
+    runs-on: [self-hosted, paicicd]
+    environment: auto-test
+    steps:
+      - name: Test rest-server
+        run: |
+          echo "Testing rest-server ${{ secrets.PAI_WEB_URL }}/rest-server/api/v2/info"
+          curl ${{ secrets.PAI_WEB_URL }}/rest-server/api/v2/info
+          echo "Checking virtual cluster status..."
+          vc_info=$(curl -H "Authorization: Bearer ${{ secrets.PAI_WEB_TOKEN }}" -s ${{ secrets.PAI_WEB_URL }}/rest-server/api/v2/virtual-clusters)
+          if [ $? -ne 0 ]; then
+            echo "Failed to access virtual cluster API"
+            exit 1
+          fi
+          echo "Virtual cluster info: $vc_info"
diff --git a/.gitmodules b/.gitmodules
index 78c80e6e..3b8baed0 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -1,3 +1,3 @@
 [submodule "src/alert-manager/src/node-recycler/python-icm"]
 	path = src/alert-manager/src/node-recycler/python-icm
-	url = https://dev.azure.com/msblox/python-icm/_git/python-icm
+	url = https://dev.azure.com/LuciaTrainingPlatform/LTP/_git/python-icm
diff --git a/build/core/build_center.py b/build/core/build_center.py
index ee29e641..91814e29 100644
--- a/build/core/build_center.py
+++ b/build/core/build_center.py
@@ -28,7 +28,7 @@
 
 class BuildCenter:
 
-    def __init__(self, build_config, process_list, type):
+    def __init__(self, build_config, process_list, type, arg_config=None):
 
         self.logger = logging.getLogger(__name__)
         build_utility.setup_logger_config(self.logger)
@@ -36,6 +36,8 @@ def __init__(self, build_config, process_list, type):
         self.build_config = build_config
         self.task_type = type
 
+        self.arg_config = arg_config
+
         self.process_list = [service.lower() for service in process_list] if process_list is not None else None
 
         # Initialize docker_cli instance
@@ -54,6 +56,10 @@ def __init__(self, build_config, process_list, type):
         self.dependencyDir = "dependency/"
 
 
+    def set_build_cache_type(self, build_nocache=False):
+        self.logger.info("Build docker image without cache: {0}".format(build_nocache))
+        self.docker_cli.set_build_cache_type(build_nocache)
+
     def construct_graph(self):
         self.logger.info("Starts to construct service graph")
 
@@ -134,7 +140,7 @@ def build_center(self):
                     for inedge in self.graph.services[item].inedges:
                         build_worker.copy_dependency_folder(os.path.join(self.codeDir,inedge),
                         os.path.join(self.graph.services[item].path,self.dependencyDir+inedge))
-                    build_worker.build_single_component(self.graph.services[item])
+                    build_worker.build_single_component(self.graph.services[item], self.arg_config.imagelist)
             self.logger.info("Build all components succeed")
 
         except Exception as e:
diff --git a/build/core/build_handler.py b/build/core/build_handler.py
index 7c060d7e..2b997d47 100644
--- a/build/core/build_handler.py
+++ b/build/core/build_handler.py
@@ -40,7 +40,7 @@ def __init__(self, docker_cli):
         self.dependencyDir = 'dependency'
 
 
-    def build_single_component(self, service):
+    def build_single_component(self, service, imagelist=None):
 
         self.logger.info("Starts to build {0}".format(service.service_name))
 
@@ -53,7 +53,8 @@ def build_single_component(self, service):
         for dockerfile_prefix in service.docker_files:
             image_name = os.path.splitext(dockerfile_prefix)[0]
             dockerfile = os.path.join(service.path, 'build/' + dockerfile_prefix + '.dockerfile')
-            self.docker_cli.docker_image_build(image_name, dockerfile, service.path)
+            if imagelist is None or image_name in imagelist:
+                self.docker_cli.docker_image_build(image_name, dockerfile, service.path)
 
         post_build = os.path.join(service.path, self.build_post)
         if os.path.exists(post_build):
@@ -71,7 +72,7 @@ def copy_dependency_folder(self, source, destination):
             sys.exit(1)
         else:
             if os.path.isdir(destination):
-               shutil.rmtree(destination)
+                shutil.rmtree(destination)
             shutil.copytree(source,destination)
 
     def clean_temp_folder(self, service_path):
@@ -83,4 +84,3 @@ def clean_temp_folder(self, service_path):
 
         if os.path.isdir(temp_dependency_dir):
             shutil.rmtree(temp_dependency_dir)
-
diff --git a/build/core/build_utility.py b/build/core/build_utility.py
index 5e4b50fa..28c0385a 100644
--- a/build/core/build_utility.py
+++ b/build/core/build_utility.py
@@ -39,6 +39,9 @@ def __init__(self, docker_registry, docker_namespace, docker_username, docker_pa
         self.docker_login()
 
 
+    def set_build_cache_type(self, build_nocache=False):
+        self.build_nocache = build_nocache
+
     def resolve_image_name(self, image_name):
         prefix = "" if self.docker_registry == "" else self.docker_registry + "/"
         return "{0}{1}/{2}".format(prefix, self.docker_namespace, image_name)
@@ -51,7 +54,10 @@ def docker_login(self):
 
 
     def docker_image_build(self, image_name, dockerfile_path, build_path):
-        cmd = "docker build -t {0} -f {1} {2}".format(image_name, dockerfile_path, build_path)
+        if self.build_nocache:
+            cmd = "docker build --no-cache -t {0} -f {1} {2}".format(image_name, dockerfile_path, build_path)
+        else:
+            cmd = "docker build -t {0} -f {1} {2}".format(image_name, dockerfile_path, build_path)
         execute_shell(cmd)
 
 
diff --git a/build/pai_build.py b/build/pai_build.py
index e69014d1..be4218eb 100755
--- a/build/pai_build.py
+++ b/build/pai_build.py
@@ -39,7 +39,8 @@ def load_build_config(config_dir):
 
 
 def build_service(args, config_model):
-    pai_build = build_center.BuildCenter(config_model, args.service, 'k8s')
+    pai_build = build_center.BuildCenter(config_model, args.service, 'k8s', args)
+    pai_build.set_build_cache_type(args.nocache)
     pai_build.build_center()
 
 
@@ -92,6 +93,18 @@ def main():
         nargs='+',
         help="The service list you want to build"
     )
+    build_parser.add_argument(
+        '-n', '--nocache',
+        action='store_true',
+        help="Build the service using cache or not"
+    )
+    build_parser.add_argument(
+        '-i', '--imagelist',
+        type=str,
+        nargs='+',
+        default=None,
+        help="The image list you want to build"
+    )
     build_parser.set_defaults(func=build_service)
 
     # Push commands
@@ -114,10 +127,46 @@ def main():
         nargs='+',
         help="The service list that contains corresponding images you want to push"
     )
+    push_parser.add_argument(
+        '--docker-registry',
+        type=str,
+        help="The docker registry you want to push to, which will override the config file"
+    )
+    push_parser.add_argument(
+        "--docker-namespace",
+        type=str,
+        help="The docker namespace you want to push to, which will override the config file if '--docker-registry' is also set"
+    )
+    push_parser.add_argument(
+        '--docker-username',
+        type=str,
+        help="The docker username you want to use for authentication, which will override the config file if '--docker-registry' is also set"
+    )
+    push_parser.add_argument(
+        '--docker-password',
+        type=str,
+        help="The docker password you want to use for authentication, which will override the config file if '--docker-registry' is also set"
+    )
+    push_parser.add_argument(
+        "--docker-tag",
+        type=str,
+        help="The docker tag you want to push to, which will override the config file if '--docker-registry' is also set"
+    )
     push_parser.set_defaults(func=push_image)
 
     args = parser.parse_args()
     config_model = load_build_config(args.config)
+    if hasattr(args, 'docker_registry') and args.docker_registry is not None:
+        config_model['dockerRegistryInfo']['dockerRegistryDomain'] = args.docker_registry
+        if args.docker_namespace is not None:
+            config_model['dockerRegistryInfo']['dockerNameSpace'] = args.docker_namespace
+        if args.docker_username is not None:
+            config_model['dockerRegistryInfo']['dockerUserName'] = args.docker_username
+        if args.docker_password is not None:
+            config_model['dockerRegistryInfo']['dockerPassword'] = args.docker_password
+        if args.docker_tag is not None:
+            config_model['dockerRegistryInfo']['dockerTag'] = args.docker_tag
+    
     args.func(args, config_model)
 
     endtime = datetime.datetime.now()
diff --git a/contrib/aks/aks.bicep b/contrib/aks/aks.bicep
index 76159ba1..a71f0d95 100644
--- a/contrib/aks/aks.bicep
+++ b/contrib/aks/aks.bicep
@@ -24,6 +24,10 @@ param storageAccountName string
 param storageAccountSku string = 'Standard_GRS'
 param storageAccountKind string = 'StorageV2'
 
+// managed disk
+param prometheusDiskName string
+param prometheusDiskSize int
+
 // UAI for AKS
 resource aksUai 'Microsoft.ManagedIdentity/userAssignedIdentities@2023-01-31' = {
   location: location
@@ -89,7 +93,6 @@ resource aksNsg 'Microsoft.Network/networkSecurityGroups@2023-11-01' = {
           destinationAddressPrefix: '*'
           access: 'Allow'
           direction: 'Inbound'
-          
         }
       }
     ]
@@ -185,12 +188,38 @@ resource storageIdentityRoleAssignment 'Microsoft.Authorization/roleAssignments@
   }
 }
 
+resource storageIdentityBlobDataReaderRoleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = {
+  name: guid(storageIdentity.id, 'Storage Blob Data Reader')
+  scope: storageAccount
+  properties: {
+    description: 'Assign Storage Blob Data Reader role to the storage identity'
+    principalId: storageIdentity.properties.principalId
+    roleDefinitionId: subscriptionResourceId(
+      'Microsoft.Authorization/roleDefinitions',
+      '2a2b9908-6ea1-4ae2-8e65-a410df84e7d1' // Storage Blob Data Reader
+    )
+  }
+}
+
+resource storageIdentityBlobDataContributorRoleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = {
+  name: guid(storageIdentity.id, 'Storage Blob Data Contributor')
+  scope: storageAccount
+  properties: {
+    description: 'Assign Storage Blob Data Contributor role to the storage identity'
+    principalId: storageIdentity.properties.principalId
+    roleDefinitionId: subscriptionResourceId(
+      'Microsoft.Authorization/roleDefinitions',
+      'ba92f5b4-2d11-453d-a403-e96b0029c9fe' // Storage Blob Data Contributor
+    )
+  }
+}
+
 resource blobService 'Microsoft.Storage/storageAccounts/blobServices@2023-05-01' = {
   name: 'default'
   parent: storageAccount
 }
 
-resource storageAccountContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2023-05-01' = {
+resource userLogsContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2023-05-01' = {
   name: 'user-logs'
   parent: blobService
   properties: {
@@ -198,6 +227,14 @@ resource storageAccountContainer 'Microsoft.Storage/storageAccounts/blobServices
   }
 }
 
+resource prometheusContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2023-05-01' = {
+  name: 'prometheus'
+  parent: blobService
+  properties: {
+    publicAccess: 'None'
+  }
+}
+
 // AKS
 resource aks 'Microsoft.ContainerService/managedClusters@2024-03-02-preview' = {
   name: 'aks-openpai'
@@ -379,7 +416,8 @@ resource configAks 'Microsoft.ContainerInstance/containerGroups@2023-05-01' = {
               echo $CILIUM_YAML | base64 -d > cni.yaml
               kubectl apply -f ./cni.yaml
 
-              echo $KUBE_PROXY_UNMANAGED_YAML | base64 -d > kube-proxy-unmanaged.yaml
+              echo $KUBE_PROXY_UNMANAGED_YAML | base64 -d > kube-proxy-unmanaged.yaml]
+              sed -i "s|__KUBE_VERSION__|${AKS_VERSION}|g" ./kube-proxy-unmanaged.yaml
               kubectl apply -f ./kube-proxy-unmanaged.yaml
 
               echo $WI_IMAGE_CRED_PROVIDER_YAML | base64 -d > wi-image-cred-provider.yaml
@@ -464,3 +502,19 @@ resource aksClusterAdminRoleAssignment 'Microsoft.Authorization/roleAssignments@
     ) // Azure Kubernetes Service RBAC Cluster Admin
   }
 }
+
+resource prometheusManagedDisk 'Microsoft.Compute/disks@2025-01-02' = {
+  name: prometheusDiskName
+  location: location
+  properties: {
+    diskSizeGB: prometheusDiskSize
+    creationData: {
+      createOption: 'Empty'
+    }
+    networkAccessPolicy: 'AllowAll'
+    publicNetworkAccess: 'Enabled'
+  }
+  sku: {
+    name: 'Premium_LRS'
+  }
+}
diff --git a/contrib/aks/aks.bicepparam b/contrib/aks/aks.bicepparam
index 3031b925..c63714cd 100644
--- a/contrib/aks/aks.bicepparam
+++ b/contrib/aks/aks.bicepparam
@@ -6,7 +6,7 @@ param aksSystemNodePoolCount = 1
 param aksPaiMasterNodePoolVmSize = 'Standard_E48as_v4'
 param aksPaiMasterNodePoolCount = 1
 param tier = 'Standard'
-param kubernetesVersion = '1.29.5'
+param kubernetesVersion = '1.33.0'
 param supportPlan = 'KubernetesOfficial'
 
 // vnet
@@ -20,3 +20,7 @@ param vmssSubnetAddressPrefix = '10.16.4.0/23'
 // storage
 param storageIdentityName = 'pai-storage-identity'
 param storageAccountName = 'paistorageaccount'
+
+// managed disk
+param prometheusDiskName = 'prometheus-disk'
+param prometheusDiskSize = 8192 // 8192 GiB
diff --git a/contrib/aks/k8s-deploy/cilium.yaml b/contrib/aks/k8s-deploy/cilium.yaml
index 2cb42681..a02cfe4d 100644
--- a/contrib/aks/k8s-deploy/cilium.yaml
+++ b/contrib/aks/k8s-deploy/cilium.yaml
@@ -1,4 +1,12 @@
 ---
+# Source: cilium/templates/cilium-secrets-namespace.yaml
+apiVersion: v1
+kind: Namespace
+metadata:
+  name: "cilium-secrets"
+  labels:
+    app.kubernetes.io/part-of: cilium
+---
 # Source: cilium/templates/cilium-agent/serviceaccount.yaml
 apiVersion: v1
 kind: ServiceAccount
@@ -6,32 +14,29 @@ metadata:
   name: "cilium"
   namespace: kube-system
 ---
-# Source: cilium/templates/cilium-operator/serviceaccount.yaml
+# Source: cilium/templates/cilium-envoy/serviceaccount.yaml
 apiVersion: v1
 kind: ServiceAccount
 metadata:
-  name: "cilium-operator"
+  name: "cilium-envoy"
   namespace: kube-system
 ---
-# Source: cilium/templates/cilium-ca-secret.yaml
+# Source: cilium/templates/cilium-operator/serviceaccount.yaml
 apiVersion: v1
-kind: Secret
+kind: ServiceAccount
 metadata:
-  name: cilium-ca
+  name: "cilium-operator"
   namespace: kube-system
-data:
-  ca.crt: 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
-  ca.key: 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
 ---
-# Source: cilium/templates/hubble/tls-helm/ca-secret.yaml
+# Source: cilium/templates/cilium-ca-secret.yaml
 apiVersion: v1
 kind: Secret
 metadata:
-  name: hubble-ca-secret
+  name: cilium-ca
   namespace: kube-system
 data:
-  ca.crt: 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
-  ca.key: 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
+  ca.crt: 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
+  ca.key: LS0tLS1CRUdJTiBSU0EgUFJJVkFURSBLRVktLS0tLQpNSUlFb3dJQkFBS0NBUUVBdlBBclg1ZHVqcFR6YUFkRWRBQW5SSW5jWE1lY0Jxdk9rTm1pWlhrcmxqLzFwdzVkCmhBazZDSjNBcUZPSElaRnowbXlIT09QMjcyVlkvZzRjK1BvR2pWV0lPOEtLZk1CS2hyWVh2VXcrTEpjRmR3L3AKNTVHSU5kVU5hdENqaVJYZ3lBSnc2SUszeWE4VXN0c1NoZERSUFRGUFcwSjc3STFhWk9oQmFYUlR3czRFWkhubAp6VXBvU3FDa3RSbU5uUjBYaUN2Q25PYWdWZjh1MHVQajZuNk0yTWRPam15TTFmVWZ5R0tVVUNteUIvNmpPTHA1CkR6Uk4rdE80N2NGWW1kV3JXMHJqZGxMTEU1RkdjRTRVWlFpSWI5WWFHamMzTnVtNnFQeEtIZEs0VExETHg3bmcKT2lWZlZQL1ZXRkp1TXBDV0Vjckc5aCtXVUJSR3BlcE0wdGRxbFFJREFRQUJBb0lCQUFxU3VDS24wMGlJWGx5MgpkMmEwY1g0YzV1ZU1SaGQ3ZXRwUlM0eTVMSzdDVW9sd1BOeDhOYkt3dlV6T0s5UTlrd2syQ0pVdThLMHg4enA0CmFMZW9La0N6aGlXdCs5a0NXOGxSSEYvOENjaXVCT0RHVTdVaFNFbVc3Q0xMblRNNU5iU0xxbXpnajg5cURGTDcKL252ZGxUQUM5K2xuL1k1ZDFLNnI3cWtybU5wZ1cyN2wyT3lITjVJSFpFMG1KaGNycjVBYSthOCs4SHBySDZSbApZdHVGSzVCckkyUnRYeDN4YndVR2MvWHdreVovR1paWjhiWSt6SzJYSFRqY0NudFExcDZqb2dHdERqcTBEVEdXClJnSkg1WEZEVzUwUFBSSlNRUzNVaW9GajFucTNnbmw0eVhVeVVUZFNxZGpoMVdxSyt2cHZMQXlJN002YndrTk0KaWlTTnJHRUNnWUVBMVA5dzFucXdqRjFEdm5qdnZWUnUwekpMQjMvV2cyUWpNaDg0T3haMTVLSUZIdGk5S3EwZwpMNElqRkQwK2t1eElWdWNnZEJ5ejRVdmtib2hOY21Mem05QS9rZm8xZGFvSlVsMGM2blRvdzl6ay9JRk5CNTVqCkN6dTNQb1lUbnZmYlQyZ05jZXEweGtaSTkzTmVmbzZ0MDFxK285MG1NZEp5dVNYUGpxTFFJbEVDZ1lFQTR4VTcKVkhoMWZEWUhuTjZ6bGkrakp1MnBDeGR2YVpqK2Jpb0V0YVM5cGdzNUFNeElXaVVwNC8zNE82elVmOUI3amJvWAo4RFBuMTQ3eDR1cU1JYnNaNkRZSzBjdDV1VDhTVi96QXZaRHJuQ1czRldhOHZFYzM4cjdJa0hkZWdHenpqcW5KCkRnVG9Hd1VGTEZCbW9xZ21wRkp6cDdVZnNLMTUyQjF6NG5HRUR3VUNnWUVBZ2p4T09sWjZiTmo1K3hUblFkVEcKanN4SnBDUStmY2hVM09qSjhSY2lydEdDWUFJV2FHbkRMRWxlT1puWkVPejRybXBVSmFzSE1kSzlzZmdWb3NOdQpRTzlzYjAyV01vUHRmemIvM3p2c3R4WHh6Wk1pRG02Q0VQUktieWg4QnM5MmdXOFdDWG1CWDFyS2NzTlFIQUlSCnR4SGRUMFNCZmlVM2tJM1dBMWo1K29FQ2dZQTJTUllVM0hNaGpYMEdhRXJBUllVWVFrcGVCMjB2N2s0c29jamMKYjVTU3hDNE5YY2lTSEQ1R2JhbFJBc0VPQ1JYd1RLTjZYYjQzenNsT2VNbWxLcWhIMWR1Q1NjVkFucTVROEhCWApJUFRpTURYelhNc1RxMmJabGZnMmFRTGphcWhTMjQzZjF4WnhseUtrZEZnRTNIUFlab21WZHZ3cmJWMHFaK2dUCkl4WHh6UUtCZ0Vxb0FveGZRVjU3WGxVQlFVWnppWW1WOUFpSGIrYnRER3JIOXpnYlVPTG05RzdXeGxrbkNPSTUKb3BZY2oyaWwxZHc4ZGp4SHZHOGdrZEQwTW5BbWgveVNSOG5QRVlKdVR0cXFGNjBOWk9oN08xWEgrS3Z3WXVOMApWZjVBb01YQUpWRkNJNDIzblFUNEdaVnBPZExOdjJiR0Zaa3Y0SHhTbXRUckZZM1F4MHNiCi0tLS0tRU5EIFJTQSBQUklWQVRFIEtFWS0tLS0tCg==
 ---
 # Source: cilium/templates/hubble/tls-helm/server-secret.yaml
 apiVersion: v1
@@ -41,9 +46,9 @@ metadata:
   namespace: kube-system
 type: kubernetes.io/tls
 data:
-  ca.crt:  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
-  tls.crt: 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
-  tls.key: LS0tLS1CRUdJTiBSU0EgUFJJVkFURSBLRVktLS0tLQpNSUlFcEFJQkFBS0NBUUVBeWI4N0gvUHVQcVkwZE1ReEF3NHV3azlwRFpRaEh3TEpOVVcvQzhackEwajBwMlRDCkdiWGlhNHpRajNoQWxIYXFaK0huQndpb2tKNmJIVnFxdEJwaFJCK2ptcW5MK1RGMlgzQ3QzY3VnVEhrS1hZazIKajlIQXdScWx5bUlEcGYrQTN5OUtZbDY4eThCZzA1VkVQWEdCV2ROQlJpNkpxQlhValYvQXg0TE9pVlI1bFNKUQpsazNhSy80NW40RWUydjZjZTdaUTN4QldDS25Ua0tsbHJZVE9KMnh6UzFIcTYyTndHeERnZ1M3eEdIbFhTeFJGCmFUNllLTzRPVE9hRzRBZ1pMdXg5bVh2SU81REdpekJrcWdjSDVLUlFnR25pY2Q5SXZVVk9lQnhDc2xmQXJEOTUKQTBVVlJnRmRldUU1VERYaE5qSVFyTm9Kb24rMDdCZzhMYXRYRFFJREFRQUJBb0lCQUhIenNwaWN0aS9xdnV4SgpPSW5LUS96Nno1S2MzWXhmalhpcW1YczBLcE9qYkpUMEkzSlVPcnlXditLWmdKaWE0aXRrL0pJTGdQS1dzM1NFCkZyRTl5VHlxUmtXQXJMWm5DcjVqcmNEK1Y5OTU2ckhrWTg0ZUlxcXZ1Mzh4bDIvMmZqc1J3Z2tJQzhsbU13cXYKWCtqNHFLQXM0OHlaVXFWL0Z4eDNQak15bmlnUWJzMUJqYm5nYktBRVJFbXluakFOUTVldG5uZzNxSEhHNFowMApkWmEyZ0FrMmZUVVkxTVZYZlRoSHZzKzlTV3VQRGUwUjlTK29hRjZTVmp3OTllemh6N1ZqQ2N1WUhma0FMR0MwCmM4RXJVZi9QcG90aDd1N01JL0dlWlZDV3BjY3g2VHc2TEdaMm5WTzkyZ3R2dkNqNm9SL2ZVQ04vR1RqQXBlenMKRWZNeVZKMENnWUVBMk5tMmlKUjdDQTA3RmhmcHJtTlZpRTgvZS9xRk5mcDY2Z0c2VytGQ3pMZTJ0R2RuTzk1UgpzMExXajZ2RjNEcDREdVJkbXJOTFZFYXdpVHE4YnNOU3Z0clkzVkdYdkFBSTZzSXZFb1lKL0VNUW1LWlNwM2tCCjRJaTNQRjlNTjk5a21TejVXRUFvNlE1VytIOWg1UVNqNkVFS0l1UEZ2UFZzaHJIS3o5K1ptQnNDZ1lFQTdpdDUKYlJqREVmYVc1MUpLNTFMYURUZURtcDFyekp0b1NGb1ArUE12bVA4djdGUmZreGJxWHBCZDExNStYZmU0cTh6aApicGhJMXlKRXJjNjkwN3kvVmNpTnB6RXpiRGpqUzd6d09OTWRnYnI1V3pxcWI4aFg4U045MGJSZVl1NkJHTTZpCjIxZ3R3c3FhWmx0TmU3eGc1NU10ZWFhV3Z3V2Yvb1RlTkhxd0QvY0NnWUVBc0JYeDIrdytEMmEzQVJTLzQ2U3oKMHJFUFN2dzk2WHdSRFM0RUJ4SGU3VitNMCtkWGM4enVxTkx3YWMvQkpqaXdQdDkvaHR4cW9lK1k4SVlxZHdMUwprVG9pZVcwRStsdEk0bUIyV3VOTy9uSHk2eEc3OGxRWGl4MVpOWVBvMzBIZWJXZVF2Zkd6aHJQbk9YZ3VwUXBrCmtuY2w1UGp5RzZOcTBlRlRZQU1ndE5zQ2dZRUF0Q3BlNkpCYXdEUHhZM3QwL2hoR3FzamIzUkpJZ2JidDVBMTkKRjYyZXkvWCtvcUFRekl3Qkx4ZTJaVDB1Q3BkaU0xUUJGRkJPaWE5NmxLQllLTndYUVNVOVFzU05TY2llNktROApkRC8vaWl1T2hkeVRJWXhFT2ozRzUrT3hvdFVaQTFNTkR6QmRMWVZsMXhncVBQZjd0akkzckZiQW9pLzNIK29TCnpWQWg3M0VDZ1lCWml3TUVYWVFSaWJVSTFTb0M0c0RRLzM4aEFDMjNrOWpJeEVMZlhGVlZBQVVOZHRJU3I3d2IKclRuVDR5S2xWbXgwa25RTWtJbG93Zm80WkVpSnVSZXlzWGF6V1Q1VlEvQXFuSGl1azlVWWRmQTZNMEcxMUJwcwp1WFlGYitidTJlcVdWbmRmU3NOTndJQ2RWKzBvSTBycERoVEpkbzAwRnVYWjZiTWhVeklrVUE9PQotLS0tLUVORCBSU0EgUFJJVkFURSBLRVktLS0tLQo=
+  ca.crt:  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
+  tls.crt: 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
+  tls.key: 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
 ---
 # Source: cilium/templates/cilium-configmap.yaml
 apiVersion: v1
@@ -54,7 +59,8 @@ metadata:
 data:
 
   # Identity allocation mode selects how identities are shared between cilium
-  # nodes by setting how they are stored. The options are "crd" or "kvstore".
+  # nodes by setting how they are stored. The options are "crd", "kvstore" or
+  # "doublewrite-readkvstore" / "doublewrite-readcrd".
   # - "crd" stores identities in kubernetes as CRDs (custom resource definition).
   #   These can be queried with:
   #     kubectl get ciliumid
@@ -63,19 +69,33 @@ data:
   #   backend. Upgrades from these older cilium versions should continue using
   #   the kvstore by commenting out the identity-allocation-mode below, or
   #   setting it to "kvstore".
+  # - "doublewrite" modes store identities in both the kvstore and CRDs. This is useful
+  #   for seamless migrations from the kvstore mode to the crd mode. Consult the
+  #   documentation for more information on how to perform the migration.
   identity-allocation-mode: crd
+
+  identity-heartbeat-timeout: "30m0s"
+  identity-gc-interval: "15m0s"
   cilium-endpoint-gc-interval: "5m0s"
   nodes-gc-interval: "5m0s"
-  skip-cnp-status-startup-clean: "false"
-  # Disable the usage of CiliumEndpoint CRD
-  disable-endpoint-crd: "false"
 
   # If you want to run cilium in debug mode change this value to true
   debug: "false"
+  debug-verbose: ""
   # The agent can be put into the following three policy enforcement modes
   # default, always and never.
-  # https://docs.cilium.io/en/latest/policy/intro/#policy-enforcement-modes
+  # https://docs.cilium.io/en/latest/security/policy/intro/#policy-enforcement-modes
   enable-policy: "default"
+  policy-cidr-match-mode: ""
+  # If you want metrics enabled in cilium-operator, set the port for
+  # which the Cilium Operator will have their metrics exposed.
+  # NOTE that this will open the port on the nodes where Cilium operator pod
+  # is scheduled.
+  operator-prometheus-serve-addr: ":9963"
+  enable-metrics: "true"
+  enable-policy-secrets-sync: "true"
+  policy-secrets-only-from-secrets-namespace: "true"
+  policy-secrets-namespace: "cilium-secrets"
 
   # Enable IPv4 addressing. If enabled, all endpoints are allocated an IPv4
   # address.
@@ -87,7 +107,7 @@ data:
   # Users who wish to specify their own custom CNI configuration file must set
   # custom-cni-conf to "true", otherwise Cilium may overwrite the configuration.
   custom-cni-conf: "false"
-  enable-bpf-clock-probe: "true"
+  enable-bpf-clock-probe: "false"
   # If you want cilium monitor to aggregate tracing for packets, set this level
   # to "low", "medium", or "maximum". The higher the level, the less packets
   # that will be seen in monitor output.
@@ -97,25 +117,34 @@ data:
   # notification events for each allowed connection.
   #
   # Only effective when monitor aggregation is set to "medium" or higher.
-  monitor-aggregation-interval: 5s
+  monitor-aggregation-interval: "5s"
 
   # The monitor aggregation flags determine which TCP flags which, upon the
   # first observation, cause monitor notifications to be generated.
   #
   # Only effective when monitor aggregation is set to "medium" or higher.
   monitor-aggregation-flags: all
-  # Specifies the ratio (0.0-1.0) of total system memory to use for dynamic
+  # Specifies the ratio (0.0-1.0] of total system memory to use for dynamic
   # sizing of the TCP CT, non-TCP CT, NAT and policy BPF maps.
   bpf-map-dynamic-size-ratio: "0.0025"
+  # In cni chaining mode, the other chained plugin is responsible for underlying connectivity,
+  # so cilium eBPF host routing shoud not work, and let it fall back to the legacy routing mode
+  enable-host-legacy-routing: "true"
   # bpf-policy-map-max specifies the maximum number of entries in endpoint
   # policy map (per endpoint)
   bpf-policy-map-max: "16384"
   # bpf-lb-map-max specifies the maximum number of entries in bpf lb service,
   # backend and affinity maps.
   bpf-lb-map-max: "65536"
-  # bpf-lb-bypass-fib-lookup instructs Cilium to enable the FIB lookup bypass
-  # optimization for nodeport reverse NAT handling.
   bpf-lb-external-clusterip: "false"
+  bpf-lb-source-range-all-types: "false"
+  bpf-lb-algorithm-annotation: "false"
+  bpf-lb-mode-annotation: "false"
+
+  bpf-distributed-lru: "false"
+  bpf-events-drop-enabled: "true"
+  bpf-events-policy-verdict-enabled: "true"
+  bpf-events-trace-enabled: "true"
 
   # Pre-allocation of map entries allows per-packet latency to be reduced, at
   # the expense of up-front memory allocation for the entries in the maps. The
@@ -134,10 +163,6 @@ data:
   # 1.4 or later, then it may cause one-time disruptions during the upgrade.
   preallocate-bpf-maps: "false"
 
-  # Regular expression matching compatible Istio sidecar istio-proxy
-  # container image names
-  sidecar-istio-proxy-image: "cilium/istio_proxy"
-
   # Name of the cluster. Only relevant when building a mesh of clusters.
   cluster-name: default
   # Unique ID of the cluster. Must be unique across all conneted clusters and
@@ -149,10 +174,15 @@ data:
   #   - disabled
   #   - vxlan (default)
   #   - geneve
-  tunnel: "vxlan"
+
+  routing-mode: "tunnel"
+  tunnel-protocol: "vxlan"
+  tunnel-source-port-range: "0-0"
+  service-no-backend-response: "reject"
+
+
   # Enables L7 proxy for L7 policy enforcement and visibility
   enable-l7-proxy: "true"
-
   # Enable chaining with another CNI plugin
   #
   # Supported modes:
@@ -164,34 +194,57 @@ data:
   cni-chaining-mode: portmap
 
   enable-ipv4-masquerade: "true"
+  enable-ipv4-big-tcp: "false"
+  enable-ipv6-big-tcp: "false"
   enable-ipv6-masquerade: "true"
+  enable-tcx: "true"
+  datapath-mode: "veth"
+  enable-masquerade-to-route-source: "false"
 
   enable-xt-socket-fallback: "true"
-  install-iptables-rules: "true"
   install-no-conntrack-iptables-rules: "false"
+  iptables-random-fully: "false"
 
   auto-direct-node-routes: "false"
+  direct-routing-skip-unreachable: "false"
   enable-local-redirect-policy: "false"
+  enable-runtime-device-detection: "true"
 
-  kube-proxy-replacement: "disabled"
+  kube-proxy-replacement: "false"
+  kube-proxy-replacement-healthz-bind-address: ""
   bpf-lb-sock: "false"
+  enable-node-port: "false"
+  nodeport-addresses: ""
   enable-health-check-nodeport: "true"
+  enable-health-check-loadbalancer-ip: "false"
   node-port-bind-protection: "true"
   enable-auto-protect-node-port-range: "true"
+  bpf-lb-acceleration: "disabled"
+  enable-experimental-lb: "false"
   enable-svc-source-range-check: "true"
   enable-l2-neigh-discovery: "true"
   arping-refresh-period: "30s"
-  cni-uninstall: "true"
+  k8s-require-ipv4-pod-cidr: "false"
+  k8s-require-ipv6-pod-cidr: "false"
+  enable-k8s-networkpolicy: "true"
+  enable-endpoint-lockdown-on-policy-overflow: "false"
+  # Tell the agent to generate and write a CNI configuration file
+  write-cni-conf-when-ready: /host/etc/cni/net.d/05-cilium.conflist
+  cni-exclusive: "true"
+  cni-log-file: "/var/run/cilium/cilium-cni.log"
   enable-endpoint-health-checking: "true"
   enable-health-checking: "true"
+  health-check-icmp-failure-threshold: "3"
   enable-well-known-identities: "false"
-  enable-remote-node-identity: "true"
+  enable-node-selector-labels: "false"
   synchronize-k8s-nodes: "true"
   operator-api-serve-addr: "127.0.0.1:9234"
-  # Enable Hubble gRPC service.
+
   enable-hubble: "true"
   # UNIX domain socket for Hubble server to listen to.
   hubble-socket-path: "/var/run/cilium/hubble.sock"
+  hubble-export-file-max-size-mb: "10"
+  hubble-export-file-max-backups: "5"
   # An additional address for Hubble server to listen to (e.g. ":4244").
   hubble-listen-address: ":4244"
   hubble-disable-tls: "false"
@@ -199,36 +252,86 @@ data:
   hubble-tls-key-file: /var/lib/cilium/tls/hubble/server.key
   hubble-tls-client-ca-files: /var/lib/cilium/tls/hubble/client-ca.crt
   ipam: "cluster-pool"
-  cluster-pool-ipv4-cidr: "100.64.0.0/10"
+  ipam-cilium-node-update-rate: "15s"
+  cluster-pool-ipv4-cidr: "10.0.0.0/8"
   cluster-pool-ipv4-mask-size: "24"
-  disable-cnp-status-updates: "true"
+
+  default-lb-service-ipam: "lbipam"
+  egress-gateway-reconciliation-trigger-interval: "1s"
   enable-vtep: "false"
   vtep-endpoint: ""
   vtep-cidr: ""
   vtep-mask: ""
   vtep-mac: ""
-  enable-bgp-control-plane: "false"
   procfs: "/host/proc"
   bpf-root: "/sys/fs/bpf"
   cgroup-root: "/run/cilium/cgroupv2"
   enable-k8s-terminating-endpoint: "true"
+  enable-sctp: "false"
   remove-cilium-node-taints: "true"
+  set-cilium-node-taints: "true"
   set-cilium-is-up-condition: "true"
   unmanaged-pod-watcher-interval: "15"
+  dnsproxy-socket-linger-timeout: "10"
   tofqdns-dns-reject-response-code: "refused"
   tofqdns-enable-dns-compression: "true"
-  tofqdns-endpoint-max-ip-per-hostname: "50"
+  tofqdns-endpoint-max-ip-per-hostname: "1000"
   tofqdns-idle-connection-grace-period: "0s"
   tofqdns-max-deferred-connection-deletes: "10000"
-  tofqdns-min-ttl: "3600"
   tofqdns-proxy-response-max-delay: "100ms"
   agent-not-ready-taint-key: "node.cilium.io/agent-not-ready"
+
+  mesh-auth-enabled: "true"
+  mesh-auth-queue-size: "1024"
+  mesh-auth-rotated-identities-queue-size: "1024"
+  mesh-auth-gc-interval: "5m0s"
+
+  proxy-xff-num-trusted-hops-ingress: "0"
+  proxy-xff-num-trusted-hops-egress: "0"
+  proxy-connect-timeout: "2"
+  proxy-initial-fetch-timeout: "30"
+  proxy-max-requests-per-connection: "0"
+  proxy-max-connection-duration-seconds: "0"
+  proxy-idle-timeout-seconds: "60"
+  proxy-max-concurrent-retries: "128"
+  http-retry-count: "3"
+
+  external-envoy-proxy: "true"
+  envoy-base-id: "0"
+  envoy-access-log-buffer-size: "4096"
+  envoy-keep-cap-netbindservice: "false"
+  max-connected-clusters: "255"
+  clustermesh-enable-endpoint-sync: "false"
+  clustermesh-enable-mcs-api: "false"
+
+  nat-map-stats-entries: "32"
+  nat-map-stats-interval: "30s"
+  enable-internal-traffic-policy: "true"
+  enable-lb-ipam: "true"
+  enable-non-default-deny-policies: "true"
+  enable-source-ip-verification: "true"
+
+# Extra config allows adding arbitrary properties to the cilium config.
+# By putting it at the end of the ConfigMap, it's also possible to override existing properties.
+---
+# Source: cilium/templates/cilium-envoy/configmap.yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: cilium-envoy-config
+  namespace: kube-system
+data:
+  # Keep the key name as bootstrap-config.json to avoid breaking changes
+  bootstrap-config.json: |
+    {"admin":{"address":{"pipe":{"path":"/var/run/cilium/envoy/sockets/admin.sock"}}},"applicationLogConfig":{"logFormat":{"textFormat":"[%Y-%m-%d %T.%e][%t][%l][%n] [%g:%#] %v"}},"bootstrapExtensions":[{"name":"envoy.bootstrap.internal_listener","typedConfig":{"@type":"type.googleapis.com/envoy.extensions.bootstrap.internal_listener.v3.InternalListener"}}],"dynamicResources":{"cdsConfig":{"apiConfigSource":{"apiType":"GRPC","grpcServices":[{"envoyGrpc":{"clusterName":"xds-grpc-cilium"}}],"setNodeOnFirstMessageOnly":true,"transportApiVersion":"V3"},"initialFetchTimeout":"30s","resourceApiVersion":"V3"},"ldsConfig":{"apiConfigSource":{"apiType":"GRPC","grpcServices":[{"envoyGrpc":{"clusterName":"xds-grpc-cilium"}}],"setNodeOnFirstMessageOnly":true,"transportApiVersion":"V3"},"initialFetchTimeout":"30s","resourceApiVersion":"V3"}},"node":{"cluster":"ingress-cluster","id":"host~127.0.0.1~no-id~localdomain"},"overloadManager":{"resourceMonitors":[{"name":"envoy.resource_monitors.global_downstream_max_connections","typedConfig":{"@type":"type.googleapis.com/envoy.extensions.resource_monitors.downstream_connections.v3.DownstreamConnectionsConfig","max_active_downstream_connections":"50000"}}]},"staticResources":{"clusters":[{"circuitBreakers":{"thresholds":[{"maxRetries":128}]},"cleanupInterval":"2.500s","connectTimeout":"2s","lbPolicy":"CLUSTER_PROVIDED","name":"ingress-cluster","type":"ORIGINAL_DST","typedExtensionProtocolOptions":{"envoy.extensions.upstreams.http.v3.HttpProtocolOptions":{"@type":"type.googleapis.com/envoy.extensions.upstreams.http.v3.HttpProtocolOptions","commonHttpProtocolOptions":{"idleTimeout":"60s","maxConnectionDuration":"0s","maxRequestsPerConnection":0},"useDownstreamProtocolConfig":{}}}},{"circuitBreakers":{"thresholds":[{"maxRetries":128}]},"cleanupInterval":"2.500s","connectTimeout":"2s","lbPolicy":"CLUSTER_PROVIDED","name":"egress-cluster-tls","transportSocket":{"name":"cilium.tls_wrapper","typedConfig":{"@type":"type.googleapis.com/cilium.UpstreamTlsWrapperContext"}},"type":"ORIGINAL_DST","typedExtensionProtocolOptions":{"envoy.extensions.upstreams.http.v3.HttpProtocolOptions":{"@type":"type.googleapis.com/envoy.extensions.upstreams.http.v3.HttpProtocolOptions","commonHttpProtocolOptions":{"idleTimeout":"60s","maxConnectionDuration":"0s","maxRequestsPerConnection":0},"upstreamHttpProtocolOptions":{},"useDownstreamProtocolConfig":{}}}},{"circuitBreakers":{"thresholds":[{"maxRetries":128}]},"cleanupInterval":"2.500s","connectTimeout":"2s","lbPolicy":"CLUSTER_PROVIDED","name":"egress-cluster","type":"ORIGINAL_DST","typedExtensionProtocolOptions":{"envoy.extensions.upstreams.http.v3.HttpProtocolOptions":{"@type":"type.googleapis.com/envoy.extensions.upstreams.http.v3.HttpProtocolOptions","commonHttpProtocolOptions":{"idleTimeout":"60s","maxConnectionDuration":"0s","maxRequestsPerConnection":0},"useDownstreamProtocolConfig":{}}}},{"circuitBreakers":{"thresholds":[{"maxRetries":128}]},"cleanupInterval":"2.500s","connectTimeout":"2s","lbPolicy":"CLUSTER_PROVIDED","name":"ingress-cluster-tls","transportSocket":{"name":"cilium.tls_wrapper","typedConfig":{"@type":"type.googleapis.com/cilium.UpstreamTlsWrapperContext"}},"type":"ORIGINAL_DST","typedExtensionProtocolOptions":{"envoy.extensions.upstreams.http.v3.HttpProtocolOptions":{"@type":"type.googleapis.com/envoy.extensions.upstreams.http.v3.HttpProtocolOptions","commonHttpProtocolOptions":{"idleTimeout":"60s","maxConnectionDuration":"0s","maxRequestsPerConnection":0},"upstreamHttpProtocolOptions":{},"useDownstreamProtocolConfig":{}}}},{"connectTimeout":"2s","loadAssignment":{"clusterName":"xds-grpc-cilium","endpoints":[{"lbEndpoints":[{"endpoint":{"address":{"pipe":{"path":"/var/run/cilium/envoy/sockets/xds.sock"}}}}]}]},"name":"xds-grpc-cilium","type":"STATIC","typedExtensionProtocolOptions":{"envoy.extensions.upstreams.http.v3.HttpProtocolOptions":{"@type":"type.googleapis.com/envoy.extensions.upstreams.http.v3.HttpProtocolOptions","explicitHttpConfig":{"http2ProtocolOptions":{}}}}},{"connectTimeout":"2s","loadAssignment":{"clusterName":"/envoy-admin","endpoints":[{"lbEndpoints":[{"endpoint":{"address":{"pipe":{"path":"/var/run/cilium/envoy/sockets/admin.sock"}}}}]}]},"name":"/envoy-admin","type":"STATIC"}],"listeners":[{"address":{"socketAddress":{"address":"0.0.0.0","portValue":9964}},"filterChains":[{"filters":[{"name":"envoy.filters.network.http_connection_manager","typedConfig":{"@type":"type.googleapis.com/envoy.extensions.filters.network.http_connection_manager.v3.HttpConnectionManager","httpFilters":[{"name":"envoy.filters.http.router","typedConfig":{"@type":"type.googleapis.com/envoy.extensions.filters.http.router.v3.Router"}}],"internalAddressConfig":{"cidrRanges":[{"addressPrefix":"10.0.0.0","prefixLen":8},{"addressPrefix":"172.16.0.0","prefixLen":12},{"addressPrefix":"192.168.0.0","prefixLen":16},{"addressPrefix":"127.0.0.1","prefixLen":32}]},"routeConfig":{"virtualHosts":[{"domains":["*"],"name":"prometheus_metrics_route","routes":[{"match":{"prefix":"/metrics"},"name":"prometheus_metrics_route","route":{"cluster":"/envoy-admin","prefixRewrite":"/stats/prometheus"}}]}]},"statPrefix":"envoy-prometheus-metrics-listener","streamIdleTimeout":"0s"}}]}],"name":"envoy-prometheus-metrics-listener"},{"address":{"socketAddress":{"address":"127.0.0.1","portValue":9878}},"filterChains":[{"filters":[{"name":"envoy.filters.network.http_connection_manager","typedConfig":{"@type":"type.googleapis.com/envoy.extensions.filters.network.http_connection_manager.v3.HttpConnectionManager","httpFilters":[{"name":"envoy.filters.http.router","typedConfig":{"@type":"type.googleapis.com/envoy.extensions.filters.http.router.v3.Router"}}],"internalAddressConfig":{"cidrRanges":[{"addressPrefix":"10.0.0.0","prefixLen":8},{"addressPrefix":"172.16.0.0","prefixLen":12},{"addressPrefix":"192.168.0.0","prefixLen":16},{"addressPrefix":"127.0.0.1","prefixLen":32}]},"routeConfig":{"virtual_hosts":[{"domains":["*"],"name":"health","routes":[{"match":{"prefix":"/healthz"},"name":"health","route":{"cluster":"/envoy-admin","prefixRewrite":"/ready"}}]}]},"statPrefix":"envoy-health-listener","streamIdleTimeout":"0s"}}]}],"name":"envoy-health-listener"}]}}
 ---
 # Source: cilium/templates/cilium-agent/clusterrole.yaml
 apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRole
 metadata:
   name: cilium
+  labels:
+    app.kubernetes.io/part-of: cilium
 rules:
 - apiGroups:
   - networking.k8s.io
@@ -272,12 +375,14 @@ rules:
 - apiGroups:
   - cilium.io
   resources:
-  - ciliumbgploadbalancerippools
+  - ciliumloadbalancerippools
   - ciliumbgppeeringpolicies
+  - ciliumbgpnodeconfigs
+  - ciliumbgpadvertisements
+  - ciliumbgppeerconfigs
   - ciliumclusterwideenvoyconfigs
   - ciliumclusterwidenetworkpolicies
   - ciliumegressgatewaypolicies
-  - ciliumegressnatpolicies
   - ciliumendpoints
   - ciliumendpointslices
   - ciliumenvoyconfigs
@@ -285,6 +390,10 @@ rules:
   - ciliumlocalredirectpolicies
   - ciliumnetworkpolicies
   - ciliumnodes
+  - ciliumnodeconfigs
+  - ciliumcidrgroups
+  - ciliuml2announcementpolicies
+  - ciliumpodippools
   verbs:
   - list
   - watch
@@ -321,10 +430,10 @@ rules:
 - apiGroups:
   - cilium.io
   resources:
-  - ciliumnetworkpolicies/status
-  - ciliumclusterwidenetworkpolicies/status
   - ciliumendpoints/status
   - ciliumendpoints
+  - ciliuml2announcementpolicies/status
+  - ciliumbgpnodeconfigs/status
   verbs:
   - patch
 ---
@@ -333,6 +442,8 @@ apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRole
 metadata:
   name: cilium-operator
+  labels:
+    app.kubernetes.io/part-of: cilium
 rules:
 - apiGroups:
   - ""
@@ -345,6 +456,15 @@ rules:
   # to automatically delete [core|kube]dns pods so that are starting to being
   # managed by Cilium
   - delete
+- apiGroups:
+  - ""
+  resources:
+  - configmaps
+  resourceNames:
+  - cilium-config
+  verbs:
+   # allow patching of the configmap to set annotations
+  - patch
 - apiGroups:
   - ""
   resources:
@@ -376,11 +496,13 @@ rules:
   - services/status
   verbs:
   - update
+  - patch
 - apiGroups:
   - ""
   resources:
   # to check apiserver connectivity
   - namespaces
+  - secrets
   verbs:
   - get
   - list
@@ -459,6 +581,9 @@ rules:
   resources:
   - ciliumendpointslices
   - ciliumenvoyconfigs
+  - ciliumbgppeerconfigs
+  - ciliumbgpadvertisements
+  - ciliumbgpnodeconfigs
   verbs:
   - create
   - update
@@ -466,6 +591,14 @@ rules:
   - list
   - watch
   - delete
+  - patch
+- apiGroups:
+  - cilium.io
+  resources:
+  - ciliumbgpclusterconfigs/status
+  - ciliumbgppeerconfigs/status
+  verbs:
+  - update
 - apiGroups:
   - apiextensions.k8s.io
   resources:
@@ -482,12 +615,16 @@ rules:
   verbs:
   - update
   resourceNames:
-  - ciliumbgploadbalancerippools.cilium.io
+  - ciliumloadbalancerippools.cilium.io
   - ciliumbgppeeringpolicies.cilium.io
+  - ciliumbgpclusterconfigs.cilium.io
+  - ciliumbgppeerconfigs.cilium.io
+  - ciliumbgpadvertisements.cilium.io
+  - ciliumbgpnodeconfigs.cilium.io
+  - ciliumbgpnodeconfigoverrides.cilium.io
   - ciliumclusterwideenvoyconfigs.cilium.io
   - ciliumclusterwidenetworkpolicies.cilium.io
   - ciliumegressgatewaypolicies.cilium.io
-  - ciliumegressnatpolicies.cilium.io
   - ciliumendpoints.cilium.io
   - ciliumendpointslices.cilium.io
   - ciliumenvoyconfigs.cilium.io
@@ -496,6 +633,35 @@ rules:
   - ciliumlocalredirectpolicies.cilium.io
   - ciliumnetworkpolicies.cilium.io
   - ciliumnodes.cilium.io
+  - ciliumnodeconfigs.cilium.io
+  - ciliumcidrgroups.cilium.io
+  - ciliuml2announcementpolicies.cilium.io
+  - ciliumpodippools.cilium.io
+- apiGroups:
+  - cilium.io
+  resources:
+  - ciliumloadbalancerippools
+  - ciliumpodippools
+  - ciliumbgppeeringpolicies
+  - ciliumbgpclusterconfigs
+  - ciliumbgpnodeconfigoverrides
+  - ciliumbgppeerconfigs
+  verbs:
+  - get
+  - list
+  - watch
+- apiGroups:
+    - cilium.io
+  resources:
+    - ciliumpodippools
+  verbs:
+    - create
+- apiGroups:
+  - cilium.io
+  resources:
+  - ciliumloadbalancerippools/status
+  verbs:
+  - patch
 # For cilium-operator running in HA mode.
 #
 # Cilium operator running in HA mode requires the use of ResourceLock for Leader Election
@@ -516,6 +682,8 @@ apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRoleBinding
 metadata:
   name: cilium
+  labels:
+    app.kubernetes.io/part-of: cilium
 roleRef:
   apiGroup: rbac.authorization.k8s.io
   kind: ClusterRole
@@ -530,6 +698,8 @@ apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRoleBinding
 metadata:
   name: cilium-operator
+  labels:
+    app.kubernetes.io/part-of: cilium
 roleRef:
   apiGroup: rbac.authorization.k8s.io
   kind: ClusterRole
@@ -539,6 +709,137 @@ subjects:
   name: "cilium-operator"
   namespace: kube-system
 ---
+# Source: cilium/templates/cilium-agent/role.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: cilium-config-agent
+  namespace: kube-system
+  labels:
+    app.kubernetes.io/part-of: cilium
+rules:
+- apiGroups:
+  - ""
+  resources:
+  - configmaps
+  verbs:
+  - get
+  - list
+  - watch
+---
+# Source: cilium/templates/cilium-agent/role.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: cilium-tlsinterception-secrets
+  namespace: "cilium-secrets"  
+  labels:
+    app.kubernetes.io/part-of: cilium
+rules:
+- apiGroups:
+  - ""
+  resources:
+  - secrets
+  verbs:
+  - get
+  - list
+  - watch
+---
+# Source: cilium/templates/cilium-operator/role.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: cilium-operator-tlsinterception-secrets
+  namespace: "cilium-secrets"
+  labels:
+    app.kubernetes.io/part-of: cilium
+rules:
+- apiGroups:
+  - ""
+  resources:
+  - secrets
+  verbs:
+  - create
+  - delete
+  - update
+  - patch
+---
+# Source: cilium/templates/cilium-agent/rolebinding.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  name: cilium-config-agent
+  namespace: kube-system
+  labels:
+    app.kubernetes.io/part-of: cilium
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: cilium-config-agent
+subjects:
+  - kind: ServiceAccount
+    name: "cilium"
+    namespace: kube-system
+---
+# Source: cilium/templates/cilium-agent/rolebinding.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  name: cilium-tlsinterception-secrets
+  namespace: "cilium-secrets"
+  labels:
+    app.kubernetes.io/part-of: cilium
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: cilium-tlsinterception-secrets
+subjects:
+- kind: ServiceAccount
+  name: "cilium"
+  namespace: kube-system
+---
+# Source: cilium/templates/cilium-operator/rolebinding.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  name: cilium-operator-tlsinterception-secrets
+  namespace: "cilium-secrets"
+  labels:
+    app.kubernetes.io/part-of: cilium
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: cilium-operator-tlsinterception-secrets
+subjects:
+- kind: ServiceAccount
+  name: "cilium-operator"
+  namespace: kube-system
+---
+# Source: cilium/templates/cilium-envoy/service.yaml
+apiVersion: v1
+kind: Service
+metadata:
+  name: cilium-envoy
+  namespace: kube-system
+  annotations:
+    prometheus.io/scrape: "true"
+    prometheus.io/port: "9964"
+  labels:
+    k8s-app: cilium-envoy
+    app.kubernetes.io/name: cilium-envoy
+    app.kubernetes.io/part-of: cilium
+    io.cilium/app: proxy
+spec:
+  clusterIP: None
+  type: ClusterIP
+  selector:
+    k8s-app: cilium-envoy
+  ports:
+  - name: envoy-metrics
+    port: 9964
+    protocol: TCP
+    targetPort: envoy-metrics
+---
 # Source: cilium/templates/hubble/peer-service.yaml
 apiVersion: v1
 kind: Service
@@ -547,6 +848,9 @@ metadata:
   namespace: kube-system
   labels:
     k8s-app: cilium
+    app.kubernetes.io/part-of: cilium
+    app.kubernetes.io/name: hubble-peer
+
 spec:
   selector:
     k8s-app: cilium
@@ -565,6 +869,8 @@ metadata:
   namespace: kube-system
   labels:
     k8s-app: cilium
+    app.kubernetes.io/part-of: cilium
+    app.kubernetes.io/name: cilium-agent
 spec:
   selector:
     matchLabels:
@@ -576,20 +882,22 @@ spec:
   template:
     metadata:
       annotations:
-        # Set app AppArmor's profile to "unconfined". The value of this annotation
-        # can be modified as long users know which profiles they have available
-        # in AppArmor.
-        container.apparmor.security.beta.kubernetes.io/cilium-agent: "unconfined"
-        container.apparmor.security.beta.kubernetes.io/clean-cilium-state: "unconfined"
-        container.apparmor.security.beta.kubernetes.io/mount-cgroup: "unconfined"
-        container.apparmor.security.beta.kubernetes.io/apply-sysctl-overwrites: "unconfined"
+        container.apparmor.security.beta.kubernetes.io/mount-cgroup: unconfined
+        container.apparmor.security.beta.kubernetes.io/cilium-agent: unconfined
+        container.apparmor.security.beta.kubernetes.io/clean-cilium-state: unconfined
+        container.apparmor.security.beta.kubernetes.io/apply-sysctl-overwrites: unconfined
       labels:
         k8s-app: cilium
+        app.kubernetes.io/name: cilium-agent
+        app.kubernetes.io/part-of: cilium
     spec:
+      securityContext:
+        appArmorProfile:
+          type: Unconfined
       containers:
       - name: cilium-agent
-        image: openpaistatic.azurecr.io/cilium/cilium:v1.12.19-update
-        imagePullPolicy: IfNotPresent
+        image: "openpaistatic.azurecr.io/cilium/cilium:v1.17.5-update"
+        imagePullPolicy: Always
         command:
         - cilium-agent
         args:
@@ -606,6 +914,7 @@ spec:
           failureThreshold: 105
           periodSeconds: 2
           successThreshold: 1
+          initialDelaySeconds: 5
         livenessProbe:
           httpGet:
             host: "127.0.0.1"
@@ -615,6 +924,8 @@ spec:
             httpHeaders:
             - name: "brief"
               value: "true"
+            - name: "require-k8s-connectivity"
+              value: "false"
           periodSeconds: 30
           successThreshold: 1
           failureThreshold: 10
@@ -645,26 +956,38 @@ spec:
               fieldPath: metadata.namespace
         - name: CILIUM_CLUSTERMESH_CONFIG
           value: /var/lib/cilium/clustermesh/
-        - name: CILIUM_CNI_CHAINING_MODE
-          valueFrom:
-            configMapKeyRef:
-              name: cilium-config
-              key: cni-chaining-mode
-              optional: true
-        - name: CILIUM_CUSTOM_CNI_CONF
+        - name: GOMEMLIMIT
           valueFrom:
-            configMapKeyRef:
-              name: cilium-config
-              key: custom-cni-conf
-              optional: true
+            resourceFieldRef:
+              resource: limits.memory
+              divisor: '1'
         lifecycle:
           postStart:
             exec:
               command:
-              - "/cni-install.sh"
-              - "--enable-debug=false"
-              - "--cni-exclusive=false"
-              - "--log-file=/var/run/cilium/cilium-cni.log"
+              - "bash"
+              - "-c"
+              - |
+                    set -o errexit
+                    set -o pipefail
+                    set -o nounset
+                    
+                    # When running in AWS ENI mode, it's likely that 'aws-node' has
+                    # had a chance to install SNAT iptables rules. These can result
+                    # in dropped traffic, so we should attempt to remove them.
+                    # We do it using a 'postStart' hook since this may need to run
+                    # for nodes which might have already been init'ed but may still
+                    # have dangling rules. This is safe because there are no
+                    # dependencies on anything that is part of the startup script
+                    # itself, and can be safely run multiple times per node (e.g. in
+                    # case of a restart).
+                    if [[ "$(iptables-save | grep -E -c 'AWS-SNAT-CHAIN|AWS-CONNMARK-CHAIN')" != "0" ]];
+                    then
+                        echo 'Deleting iptables rules created by the AWS CNI VPC plugin'
+                        iptables-save | grep -E -v 'AWS-SNAT-CHAIN|AWS-CONNMARK-CHAIN' | iptables-restore
+                    fi
+                    echo 'Done!'
+                    
           preStop:
             exec:
               command:
@@ -675,29 +998,14 @@ spec:
             type: spc_t
           capabilities:
             add:
-              # Use to set socket permission
               - CHOWN
-              # Used to terminate envoy child process
               - KILL
-              # Used since cilium modifies routing tables, etc...
               - NET_ADMIN
-              # Used since cilium creates raw sockets, etc...
               - NET_RAW
-              # Used since cilium monitor uses mmap
               - IPC_LOCK
-              # Used in iptables. Consider removing once we are iptables-free
               - SYS_MODULE
-              # We need it for now but might not need it for >= 5.11 specially
-              # for the 'SYS_RESOURCE'.
-              # In >= 5.8 there's already BPF and PERMON capabilities
               - SYS_ADMIN
-              # Could be an alternative for the SYS_ADMIN for the RLIMIT_NPROC
               - SYS_RESOURCE
-              # Both PERFMON and BPF requires kernel 5.8, container runtime
-              # cri-o >= v1.22.0 or containerd >= v1.5.0.
-              # If available, SYS_ADMIN can be removed.
-              #- PERFMON
-              #- BPF
               - DAC_OVERRIDE
               - FOWNER
               - SETGID
@@ -706,6 +1014,9 @@ spec:
               - ALL
         terminationMessagePolicy: FallbackToLogsOnError
         volumeMounts:
+        - name: envoy-sockets
+          mountPath: /var/run/cilium/envoy/sockets
+          readOnly: false
         # Unprivileged containers need to mount /proc/sys/net from the host
         # to have write access
         - mountPath: /host/proc/sys/net
@@ -723,14 +1034,14 @@ spec:
           mountPropagation: HostToContainer
         - name: cilium-run
           mountPath: /var/run/cilium
+        - name: cilium-netns
+          mountPath: /var/run/cilium/netns
+          mountPropagation: HostToContainer
         - name: etc-cni-netd
           mountPath: /host/etc/cni/net.d
         - name: clustermesh-secrets
           mountPath: /var/lib/cilium/clustermesh
           readOnly: true
-        - name: cilium-config-path
-          mountPath: /tmp/cilium/config-map
-          readOnly: true
           # Needed to be able to load kernel modules
         - name: lib-modules
           mountPath: /lib/modules
@@ -740,12 +1051,35 @@ spec:
         - name: hubble-tls
           mountPath: /var/lib/cilium/tls/hubble
           readOnly: true
+        - name: tmp
+          mountPath: /tmp
       initContainers:
+      - name: config
+        image: "openpaistatic.azurecr.io/cilium/cilium:v1.17.5-update"
+        imagePullPolicy: Always
+        command:
+        - cilium-dbg
+        - build-config
+        env:
+        - name: K8S_NODE_NAME
+          valueFrom:
+            fieldRef:
+              apiVersion: v1
+              fieldPath: spec.nodeName
+        - name: CILIUM_K8S_NAMESPACE
+          valueFrom:
+            fieldRef:
+              apiVersion: v1
+              fieldPath: metadata.namespace
+        volumeMounts:
+        - name: tmp
+          mountPath: /tmp
+        terminationMessagePolicy: FallbackToLogsOnError
       # Required to mount cgroup2 filesystem on the underlying Kubernetes node.
       # We use nsenter command with host's cgroup and mount namespaces enabled.
       - name: mount-cgroup
-        image: openpaistatic.azurecr.io/cilium/cilium:v1.12.19-update
-        imagePullPolicy: IfNotPresent
+        image: "openpaistatic.azurecr.io/cilium/cilium:v1.17.5-update"
+        imagePullPolicy: Always
         env:
         - name: CGROUP_ROOT
           value: /run/cilium/cgroupv2
@@ -774,17 +1108,15 @@ spec:
             level: s0
             type: spc_t
           capabilities:
-            # drop:
-            #   - ALL
             add:
-              # Only used for 'mount' cgroup
               - SYS_ADMIN
-              # Used for nsenter
               - SYS_CHROOT
               - SYS_PTRACE
+            #drop:
+            #  - ALL
       - name: apply-sysctl-overwrites
-        image: openpaistatic.azurecr.io/cilium/cilium:v1.12.19-update
-        imagePullPolicy: IfNotPresent
+        image: "openpaistatic.azurecr.io/cilium/cilium:v1.17.5-update"
+        imagePullPolicy: Always
         env:
         - name: BIN_PATH
           value: /opt/cni/bin
@@ -811,20 +1143,18 @@ spec:
             level: s0
             type: spc_t
           capabilities:
-            # drop:
-            #   - ALL
             add:
-              # Required in order to access host's /etc/sysctl.d dir
               - SYS_ADMIN
-              # Used for nsenter
               - SYS_CHROOT
               - SYS_PTRACE
+            #drop:
+            #  - ALL
       # Mount the bpf fs if it is not mounted. We will perform this task
       # from a privileged container because the mount propagation bidirectional
       # only works from privileged containers.
       - name: mount-bpf-fs
-        image: openpaistatic.azurecr.io/cilium/cilium:v1.12.19-update
-        imagePullPolicy: IfNotPresent
+        image: "openpaistatic.azurecr.io/cilium/cilium:v1.17.5-update"
+        imagePullPolicy: Always
         args:
         - 'mount | grep "/sys/fs/bpf type bpf" || mount -t bpf bpf /sys/fs/bpf'
         command:
@@ -838,24 +1168,9 @@ spec:
         - name: bpf-maps
           mountPath: /sys/fs/bpf
           mountPropagation: Bidirectional
-      - name: wait-for-node-init
-        image: openpaistatic.azurecr.io/cilium/cilium:v1.12.19-update
-        imagePullPolicy: IfNotPresent
-        command:
-        - sh
-        - -c
-        - |
-          until test -s "/tmp/cilium-bootstrap.d/cilium-bootstrap-time"; do
-            echo "Waiting on node-init to run...";
-            sleep 1;
-          done
-        terminationMessagePolicy: FallbackToLogsOnError
-        volumeMounts:
-        - name: cilium-bootstrap-file-dir
-          mountPath: "/tmp/cilium-bootstrap.d"
       - name: clean-cilium-state
-        image: openpaistatic.azurecr.io/cilium/cilium:v1.12.19-update
-        imagePullPolicy: IfNotPresent
+        image: "openpaistatic.azurecr.io/cilium/cilium:v1.17.5-update"
+        imagePullPolicy: Always
         command:
         - /init-container.sh
         env:
@@ -871,32 +1186,23 @@ spec:
               name: cilium-config
               key: clean-cilium-bpf-state
               optional: true
+        - name: WRITE_CNI_CONF_WHEN_READY
+          valueFrom:
+            configMapKeyRef:
+              name: cilium-config
+              key: write-cni-conf-when-ready
+              optional: true
         terminationMessagePolicy: FallbackToLogsOnError
         securityContext:
           seLinuxOptions:
             level: s0
             type: spc_t
           capabilities:
-            # Most of the capabilities here are the same ones used in the
-            # cilium-agent's container because this container can be used to
-            # uninstall all Cilium resources, and therefore it is likely that
-            # will need the same capabilities.
             add:
-              # Used since cilium modifies routing tables, etc...
               - NET_ADMIN
-              # Used in iptables. Consider removing once we are iptables-free
               - SYS_MODULE
-              # We need it for now but might not need it for >= 5.11 specially
-              # for the 'SYS_RESOURCE'.
-              # In >= 5.8 there's already BPF and PERMON capabilities
               - SYS_ADMIN
-              # Could be an alternative for the SYS_ADMIN for the RLIMIT_NPROC
               - SYS_RESOURCE
-              # Both PERFMON and BPF requires kernel 5.8, container runtime
-              # cri-o >= v1.22.0 or containerd >= v1.5.0.
-              # If available, SYS_ADMIN can be removed.
-              #- PERFMON
-              #- BPF
             drop:
               - ALL
         volumeMounts:
@@ -907,15 +1213,11 @@ spec:
           mountPath: /run/cilium/cgroupv2
           mountPropagation: HostToContainer
         - name: cilium-run
-          mountPath: /var/run/cilium
-        resources:
-          requests:
-            cpu: 100m
-            memory: 100Mi # wait-for-kube-proxy
+          mountPath: /var/run/cilium # wait-for-kube-proxy
       # Install the CNI binaries in an InitContainer so we don't have a writable host mount in the agent
       - name: install-cni-binaries
-        image: openpaistatic.azurecr.io/cilium/cilium:v1.12.19-update
-        imagePullPolicy: IfNotPresent
+        image: "openpaistatic.azurecr.io/cilium/cilium:v1.17.5-update"
+        imagePullPolicy: Always
         command:
           - "/install-plugin.sh"
         resources:
@@ -926,16 +1228,15 @@ spec:
           seLinuxOptions:
             level: s0
             type: spc_t
-          # capabilities:
-          #   drop:
-          #     - ALL
+          #capabilities:
+          #  drop:
+          #    - ALL
         terminationMessagePolicy: FallbackToLogsOnError
         volumeMounts:
           - name: cni-path
-            mountPath: /host/opt/cni/bin
+            mountPath: /host/opt/cni/bin # .Values.cni.install
       restartPolicy: Always
       priorityClassName: system-node-critical
-      serviceAccount: "cilium"
       serviceAccountName: "cilium"
       automountServiceAccountToken: true
       terminationGracePeriodSeconds: 1
@@ -952,17 +1253,25 @@ spec:
       tolerations:
         - operator: Exists
       volumes:
+        # For sharing configuration between the "config" initContainer and the agent
+      - name: tmp
+        emptyDir: {}
         # To keep state between restarts / upgrades
       - name: cilium-run
         hostPath:
           path: /var/run/cilium
           type: DirectoryOrCreate
+        # To exec into pod network namespaces
+      - name: cilium-netns
+        hostPath:
+          path: /var/run/netns
+          type: DirectoryOrCreate
         # To keep state between restarts / upgrades for bpf maps
       - name: bpf-maps
         hostPath:
           path: /sys/fs/bpf
           type: DirectoryOrCreate
-      # To mount cgroup2 filesystem on the host
+      # To mount cgroup2 filesystem on the host or apply sysctlfix
       - name: hostproc
         hostPath:
           path: /proc
@@ -991,21 +1300,48 @@ spec:
         hostPath:
           path: /run/xtables.lock
           type: FileOrCreate
-      - name: cilium-bootstrap-file-dir
+      # Sharing socket with Cilium Envoy on the same node by using a host path
+      - name: envoy-sockets
         hostPath:
-          path: "/tmp/cilium-bootstrap.d"
+          path: "/var/run/cilium/envoy/sockets"
           type: DirectoryOrCreate
         # To read the clustermesh configuration
       - name: clustermesh-secrets
-        secret:
-          secretName: cilium-clustermesh
+        projected:
           # note: the leading zero means this number is in octal representation: do not remove it
           defaultMode: 0400
-          optional: true
-        # To read the configuration from the config map
-      - name: cilium-config-path
-        configMap:
-          name: cilium-config
+          sources:
+          - secret:
+              name: cilium-clustermesh
+              optional: true
+              # note: items are not explicitly listed here, since the entries of this secret
+              # depend on the peers configured, and that would cause a restart of all agents
+              # at every addition/removal. Leaving the field empty makes each secret entry
+              # to be automatically projected into the volume as a file whose name is the key.
+          - secret:
+              name: clustermesh-apiserver-remote-cert
+              optional: true
+              items:
+              - key: tls.key
+                path: common-etcd-client.key
+              - key: tls.crt
+                path: common-etcd-client.crt
+              - key: ca.crt
+                path: common-etcd-client-ca.crt
+          # note: we configure the volume for the kvstoremesh-specific certificate
+          # regardless of whether KVStoreMesh is enabled or not, so that it can be
+          # automatically mounted in case KVStoreMesh gets subsequently enabled,
+          # without requiring an agent restart.
+          - secret:
+              name: clustermesh-apiserver-local-cert
+              optional: true
+              items:
+              - key: tls.key
+                path: local-etcd-client.key
+              - key: tls.crt
+                path: local-etcd-client.crt
+              - key: ca.crt
+                path: local-etcd-client-ca.crt
       - name: host-proc-sys-net
         hostPath:
           path: /proc/sys/net
@@ -1023,92 +1359,179 @@ spec:
               name: hubble-server-certs
               optional: true
               items:
-              - key: ca.crt
-                path: client-ca.crt
               - key: tls.crt
                 path: server.crt
               - key: tls.key
                 path: server.key
+              - key: ca.crt
+                path: client-ca.crt
 ---
-# Source: cilium/templates/cilium-nodeinit/daemonset.yaml
-kind: DaemonSet
+# Source: cilium/templates/cilium-envoy/daemonset.yaml
 apiVersion: apps/v1
+kind: DaemonSet
 metadata:
-  name: cilium-node-init
+  name: cilium-envoy
   namespace: kube-system
   labels:
-    app: cilium-node-init
+    k8s-app: cilium-envoy
+    app.kubernetes.io/part-of: cilium
+    app.kubernetes.io/name: cilium-envoy
+    name: cilium-envoy
 spec:
   selector:
     matchLabels:
-      app: cilium-node-init
+      k8s-app: cilium-envoy
   updateStrategy:
+    rollingUpdate:
+      maxUnavailable: 2
     type: RollingUpdate
   template:
     metadata:
       annotations:
-        # Set app AppArmor's profile to "unconfined". The value of this annotation
-        # can be modified as long users know which profiles they have available
-        # in AppArmor.
-        container.apparmor.security.beta.kubernetes.io/node-init: "unconfined"
       labels:
-        app: cilium-node-init
+        k8s-app: cilium-envoy
+        name: cilium-envoy
+        app.kubernetes.io/name: cilium-envoy
+        app.kubernetes.io/part-of: cilium
     spec:
+      securityContext:
+        appArmorProfile:
+          type: Unconfined
       containers:
-        - name: node-init
-          image: openpaistatic.azurecr.io/cilium/startup-script:62093c5c233ea914bfa26a10ba41f8780d9b737f
-          imagePullPolicy: IfNotPresent
-          lifecycle:
-          env:
-          # STARTUP_SCRIPT is the script run on node bootstrap. Node
-          # bootstrapping can be customized in this script. This script is invoked
-          # using nsenter, so it runs in the host's network and mount namespace using
-          # the host's userland tools!
-          - name: STARTUP_SCRIPT
-            value: |
-              #!/bin/bash
-
-              set -o errexit
-              set -o pipefail
-              set -o nounset
-
-              echo "Link information:"
-              ip link
-
-              echo "Routing table:"
-              ip route
-
-              echo "Addressing:"
-              ip -4 a
-              ip -6 a
-              mkdir -p "/tmp/cilium-bootstrap.d"
-              date > "/tmp/cilium-bootstrap.d/cilium-bootstrap-time"
-              echo "Node initialization complete"
-
-          resources:
-            requests:
-              cpu: 100m
-              memory: 100Mi
-          securityContext:
-            capabilities:
-              add:
-              - SYS_MODULE
+      - name: cilium-envoy
+        image: "openpaistatic.azurecr.io/cilium/cilium-envoy:v1.32.6-update"
+        imagePullPolicy: Always
+        command:
+        - /usr/bin/cilium-envoy-starter
+        args:
+        - '--'
+        - '-c /var/run/cilium/envoy/bootstrap-config.json'
+        - '--base-id 0'
+        - '--log-level info'
+        startupProbe:
+          httpGet:
+            host: "127.0.0.1"
+            path: /healthz
+            port: 9878
+            scheme: HTTP
+          failureThreshold: 105
+          periodSeconds: 2
+          successThreshold: 1
+          initialDelaySeconds: 5
+        livenessProbe:
+          httpGet:
+            host: "127.0.0.1"
+            path: /healthz
+            port: 9878
+            scheme: HTTP
+          periodSeconds: 30
+          successThreshold: 1
+          failureThreshold: 10
+          timeoutSeconds: 5
+        readinessProbe:
+          httpGet:
+            host: "127.0.0.1"
+            path: /healthz
+            port: 9878
+            scheme: HTTP
+          periodSeconds: 30
+          successThreshold: 1
+          failureThreshold: 3
+          timeoutSeconds: 5
+        env:
+        - name: K8S_NODE_NAME
+          valueFrom:
+            fieldRef:
+              apiVersion: v1
+              fieldPath: spec.nodeName
+        - name: CILIUM_K8S_NAMESPACE
+          valueFrom:
+            fieldRef:
+              apiVersion: v1
+              fieldPath: metadata.namespace
+        ports:
+        - name: envoy-metrics
+          containerPort: 9964
+          hostPort: 9964
+          protocol: TCP
+        securityContext:
+          seLinuxOptions:
+            level: s0
+            type: spc_t
+          capabilities:
+            add:
               - NET_ADMIN
               - SYS_ADMIN
-              - SYS_CHROOT
-              - SYS_PTRACE
-            privileged: false
-            seLinuxOptions:
-              level: s0
-              type: spc_t
-          terminationMessagePolicy: FallbackToLogsOnError
+            drop:
+              - ALL
+        terminationMessagePolicy: FallbackToLogsOnError
+        volumeMounts:
+        - name: envoy-sockets
+          mountPath: /var/run/cilium/envoy/sockets
+          readOnly: false
+        - name: envoy-artifacts
+          mountPath: /var/run/cilium/envoy/artifacts
+          readOnly: true
+        - name: envoy-config
+          mountPath: /var/run/cilium/envoy/
+          readOnly: true
+        - name: bpf-maps
+          mountPath: /sys/fs/bpf
+          mountPropagation: HostToContainer
+      restartPolicy: Always
+      priorityClassName: system-node-critical
+      serviceAccountName: "cilium-envoy"
+      automountServiceAccountToken: true
+      terminationGracePeriodSeconds: 1
+      hostNetwork: true
+      affinity:
+        nodeAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+            nodeSelectorTerms:
+            - matchExpressions:
+              - key: cilium.io/no-schedule
+                operator: NotIn
+                values:
+                - "true"
+        podAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+          - labelSelector:
+              matchLabels:
+                k8s-app: cilium
+            topologyKey: kubernetes.io/hostname
+        podAntiAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+          - labelSelector:
+              matchLabels:
+                k8s-app: cilium-envoy
+            topologyKey: kubernetes.io/hostname
       nodeSelector:
         kubernetes.io/os: linux
       tolerations:
         - operator: Exists
-      hostPID: true
-      hostNetwork: true
-      priorityClassName: system-node-critical
+      volumes:
+      - name: envoy-sockets
+        hostPath:
+          path: "/var/run/cilium/envoy/sockets"
+          type: DirectoryOrCreate
+      - name: envoy-artifacts
+        hostPath:
+          path: "/var/run/cilium/envoy/artifacts"
+          type: DirectoryOrCreate
+      - name: envoy-config
+        configMap:
+          name: "cilium-envoy-config"
+          # note: the leading zero means this number is in octal representation: do not remove it
+          defaultMode: 0400
+          items:
+            - key: bootstrap-config.json
+              path: bootstrap-config.json
+        # To keep state between restarts / upgrades
+        # To keep state between restarts / upgrades for bpf maps
+      - name: bpf-maps
+        hostPath:
+          path: /sys/fs/bpf
+          type: DirectoryOrCreate
 ---
 # Source: cilium/templates/cilium-operator/deployment.yaml
 apiVersion: apps/v1
@@ -1119,6 +1542,8 @@ metadata:
   labels:
     io.cilium/app: operator
     name: cilium-operator
+    app.kubernetes.io/part-of: cilium
+    app.kubernetes.io/name: cilium-operator
 spec:
   # See docs on ServerCapabilities.LeasesResourceLock in file pkg/k8s/version/version.go
   # for more details.
@@ -1127,24 +1552,32 @@ spec:
     matchLabels:
       io.cilium/app: operator
       name: cilium-operator
+  # ensure operator update on single node k8s clusters, by using rolling update with maxUnavailable=100% in case
+  # of one replica and no user configured Recreate strategy.
+  # otherwise an update might get stuck due to the default maxUnavailable=50% in combination with the
+  # podAntiAffinity which prevents deployments of multiple operator replicas on the same node.
   strategy:
     rollingUpdate:
-      maxSurge: 1
-      maxUnavailable: 1
+      maxSurge: 25%
+      maxUnavailable: 50%
     type: RollingUpdate
   template:
     metadata:
-      annotations: {}
+      annotations:
+        prometheus.io/port: "9963"
+        prometheus.io/scrape: "true"
       labels:
         io.cilium/app: operator
         name: cilium-operator
+        app.kubernetes.io/part-of: cilium
+        app.kubernetes.io/name: cilium-operator
     spec:
       containers:
       - name: cilium-operator
-        image: openpaistatic.azurecr.io/cilium/operator:v1.12.19
-        imagePullPolicy: IfNotPresent
+        image: "openpaistatic.azurecr.io/cilium/operator-generic:v1.17.5"
+        imagePullPolicy: Always
         command:
-        - cilium-operator
+        - cilium-operator-generic
         args:
         - --config-dir=/tmp/cilium/config-map
         - --debug=$(CILIUM_DEBUG)
@@ -1165,6 +1598,11 @@ spec:
               key: debug
               name: cilium-config
               optional: true
+        ports:
+        - name: prometheus
+          containerPort: 9963
+          hostPort: 9963
+          protocol: TCP
         livenessProbe:
           httpGet:
             host: "127.0.0.1"
@@ -1174,6 +1612,16 @@ spec:
           initialDelaySeconds: 60
           periodSeconds: 10
           timeoutSeconds: 3
+        readinessProbe:
+          httpGet:
+            host: "127.0.0.1"
+            path: /healthz
+            port: 9234
+            scheme: HTTP
+          initialDelaySeconds: 0
+          periodSeconds: 5
+          timeoutSeconds: 3
+          failureThreshold: 5
         volumeMounts:
         - name: cilium-config-path
           mountPath: /tmp/cilium/config-map
@@ -1182,21 +1630,11 @@ spec:
       hostNetwork: true
       restartPolicy: Always
       priorityClassName: system-cluster-critical
-      serviceAccount: "cilium-operator"
       serviceAccountName: "cilium-operator"
       automountServiceAccountToken: true
       # In HA mode, cilium-operator pods must not be scheduled on the same
       # node as they will clash with each other.
       affinity:
-        nodeAffinity:
-          requiredDuringSchedulingIgnoredDuringExecution:
-            nodeSelectorTerms:
-            - matchExpressions:
-              - key: kubernetes.azure.com/managed
-                operator: NotIn
-                values:
-                - "False"
-                - "false"
         podAntiAffinity:
           requiredDuringSchedulingIgnoredDuringExecution:
           - labelSelector:
diff --git a/contrib/aks/k8s-deploy/kube-proxy-unmanaged.yaml b/contrib/aks/k8s-deploy/kube-proxy-unmanaged.yaml
index 14e342f3..8930b804 100644
--- a/contrib/aks/k8s-deploy/kube-proxy-unmanaged.yaml
+++ b/contrib/aks/k8s-deploy/kube-proxy-unmanaged.yaml
@@ -42,7 +42,7 @@ spec:
         - --detect-local-mode=ClusterCIDR
         - --pod-interface-name-prefix=
         - --v=3
-        image: mcr.microsoft.com/oss/kubernetes/kube-proxy:v1.26.3
+        image: mcr.microsoft.com/oss/kubernetes/kube-proxy:v__KUBE_VERSION__
         imagePullPolicy: IfNotPresent
         name: kube-proxy
         resources:
diff --git a/contrib/aks/provisionscript.bicep b/contrib/aks/provisionscript.bicep
index ab347f2f..15e41d03 100644
--- a/contrib/aks/provisionscript.bicep
+++ b/contrib/aks/provisionscript.bicep
@@ -14,11 +14,7 @@ resource aksbootstrapid 'Microsoft.ManagedIdentity/userAssignedIdentities@2023-0
 
 var kubeconfig = base64ToString(aks.listClusterUserCredential().kubeconfigs[0].value)
 
-var currentVersion = aks.properties.kubernetesVersion
-var currentVersionArray = split(currentVersion, '.')
-
-var kubeletversion = int(currentVersionArray[1]) == 27
-  ? '1.27.9' : '1.28.5'
+var kubeletversion = aks.properties.kubernetesVersion
 
 var fqdn = aks.properties.fqdn
 var cert = split(substring(kubeconfig, indexOf(kubeconfig, 'certificate-authority-data: ') + 28), '\n')[0]
@@ -92,6 +88,18 @@ var bootstrapscripts = {
     blobproxyscript
   ]
 
+  Standard_ND96isr_H200_v5: [
+    waitdnsready
+    installfusescript
+    vmssraidsetupscript
+    '${nvidianvswitch} 3201 1980'
+    '${containerdscript} nvidia'
+    kubeletmsiscript
+    '${kubeletscript} Standard_ND96isr_H200_v5 gpu'
+    tlsscanscript
+    blobproxyscript
+  ]
+
   Standard_E16bs_v5: [
     waitdnsready
     '${containerdscript} runc'
diff --git a/contrib/aks/scripts/config-ipoib.sh b/contrib/aks/scripts/config-ipoib.sh
index 1a54557f..806bba99 100644
--- a/contrib/aks/scripts/config-ipoib.sh
+++ b/contrib/aks/scripts/config-ipoib.sh
@@ -1,10 +1,25 @@
 #!/bin/bash
 
-set -x
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
 
-DEBIAN_FRONTEND=noninteractive apt-get update -y
-DEBIAN_FRONTEND=noninteractive apt-get install -y network-manager net-tools rsync || echo "Failed in apt install"
+set -x
 
+wait_for_dpkg_lock() {
+    if ! timeout 300 bash -c \
+        'while sudo fuser /var/lib/dpkg/lock-frontend >/dev/null 2>&1 \
+                || pgrep -x "apt|apt-get|dpkg|unattended-upgrades" >/dev/null; do
+            sleep 3
+        done'
+    then
+        echo "Timed out waiting for dpkg lock."
+        exit 124
+    fi
+    bash -c 'exec "$@"' -- "$@"
+}
+
+wait_for_dpkg_lock bash -c 'DEBIAN_FRONTEND=noninteractive apt-get update -y'
+wait_for_dpkg_lock bash -c 'DEBIAN_FRONTEND=noninteractive apt-get install -y network-manager net-tools rsync || echo "Failed in apt install"'
 
 # rename
 INIT=0
diff --git a/contrib/aks/scripts/containerd.sh b/contrib/aks/scripts/containerd.sh
index 6084cec0..39dd8662 100644
--- a/contrib/aks/scripts/containerd.sh
+++ b/contrib/aks/scripts/containerd.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -xe
 
 DEFAULT_RUNTIME="$1"
diff --git a/contrib/aks/scripts/enable-amd-gpu.sh b/contrib/aks/scripts/enable-amd-gpu.sh
index 6f534741..e14d14d6 100644
--- a/contrib/aks/scripts/enable-amd-gpu.sh
+++ b/contrib/aks/scripts/enable-amd-gpu.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 cat > /etc/systemd/system/amdgpu.service << EOL
 [Unit]
 Description=Load AMD GPU kernel module
diff --git a/contrib/aks/scripts/enable-blob-proxy.sh b/contrib/aks/scripts/enable-blob-proxy.sh
index d3a4b494..fbc3591d 100644
--- a/contrib/aks/scripts/enable-blob-proxy.sh
+++ b/contrib/aks/scripts/enable-blob-proxy.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 cat > /etc/systemd/system/blobfuse-proxy.timer << EOL
 [Unit]
 Description=Timer to start blobfuse-proxy service after reboot
diff --git a/contrib/aks/scripts/install-fuse.sh b/contrib/aks/scripts/install-fuse.sh
index 5c2fa204..b8c54444 100644
--- a/contrib/aks/scripts/install-fuse.sh
+++ b/contrib/aks/scripts/install-fuse.sh
@@ -1,5 +1,65 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -xe
+set -o pipefail
+
+# Log file path
+LOG_FILE="/var/log/blobfuse_install.log"
+exec > >(tee -a "$LOG_FILE") 2>&1
+
+# Function to wait for dpkg lock
+wait_for_dpkg_lock() {
+    if ! timeout 300 bash -c \
+        'while sudo fuser /var/lib/dpkg/lock-frontend >/dev/null 2>&1 \
+                || pgrep -x "apt|apt-get|dpkg|unattended-upgrades" >/dev/null; do
+            sleep 3
+        done'
+    then
+        echo "Timed out waiting for dpkg lock."
+        exit 124
+    fi
+    bash -c 'exec "$@"' -- "$@"
+}
+
+echo "=== Step 1: Update apt cache ==="
+wait_for_dpkg_lock bash -c 'DEBIAN_FRONTEND=noninteractive apt-get update -y'
+
+echo "=== Step 2: Install required tools ==="
+wait_for_dpkg_lock bash -c 'DEBIAN_FRONTEND=noninteractive apt-get install curl apt-transport-https ca-certificates -y'
+
+echo "=== Step 3: Add Microsoft blobfuse2 official repository ==="
+curl -fsSL https://packages.microsoft.com/config/ubuntu/$(lsb_release -rs)/packages-microsoft-prod.deb -o packages-microsoft-prod.deb
+wait_for_dpkg_lock bash -c 'dpkg -i packages-microsoft-prod.deb'
+wait_for_dpkg_lock bash -c 'DEBIAN_FRONTEND=noninteractive apt-get update -y'
+
+echo "=== Step 4: Install dependencies and blobfuse2 specific version (2.5.0) ==="
+wait_for_dpkg_lock bash -c 'DEBIAN_FRONTEND=noninteractive apt-get install libfuse3-dev fuse3 blobfuse2=2.5.0 -y || echo "Failed to install blobfuse2 2.5.0"'
+
+echo "=== Step 5: Verify blobfuse2 installation ==="
+if ! command -v blobfuse2 >/dev/null 2>&1; then
+    echo "blobfuse2 installation failed, exiting."
+    exit 1
+fi
+
+INSTALLED_VERSION=$(blobfuse2 --version | grep -oE '[0-9]+\.[0-9]+\.[0-9]+')
+REQUIRED_VERSION="2.5.0"
+
+if [ -z "$INSTALLED_VERSION" ]; then
+    echo "Failed to extract blobfuse2 version. Full output:"
+    blobfuse2 --version
+    exit 1
+fi
+
+echo "Installed version: $INSTALLED_VERSION, Required version: $REQUIRED_VERSION"
+
+if dpkg --compare-versions "$INSTALLED_VERSION" "lt" "$REQUIRED_VERSION"; then
+    echo "Current version is lower than $REQUIRED_VERSION, attempting upgrade..."
+    wait_for_dpkg_lock bash -c 'DEBIAN_FRONTEND=noninteractive apt-get install --only-upgrade blobfuse2 -y || echo "Failed to upgrade blobfuse2"'
+else
+    echo "blobfuse2 meets the required version (>= $REQUIRED_VERSION)"
+fi
 
-DEBIAN_FRONTEND=noninteractive apt-get update -y
-DEBIAN_FRONTEND=noninteractive apt-get install libfuse3-dev fuse3 blobfuse2 -y || echo "Failed to install fuse"
\ No newline at end of file
+echo "=== Installation completed, logs saved to $LOG_FILE ==="
\ No newline at end of file
diff --git a/contrib/aks/scripts/kubelet-msi.sh b/contrib/aks/scripts/kubelet-msi.sh
index 443a3893..b290d811 100644
--- a/contrib/aks/scripts/kubelet-msi.sh
+++ b/contrib/aks/scripts/kubelet-msi.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -xe
 
 AKS_FQDN=$1
diff --git a/contrib/aks/scripts/kubelet.sh b/contrib/aks/scripts/kubelet.sh
index a0e0aeb0..4e679503 100644
--- a/contrib/aks/scripts/kubelet.sh
+++ b/contrib/aks/scripts/kubelet.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -xe
 
 KUBE_VERSION=$1
@@ -17,6 +21,9 @@ mkdir -p /etc/kubernetes/certs
 mkdir -p /etc/systemd/system/kubelet.service.d
 mkdir -p /var/lib/kubelet
 
+if [ "$PROCESSOR_TYPE" = "gpu" ]; then
+  touch /etc/gpu-exists
+fi
 
 KUBELET_CA="/etc/kubernetes/certs/ca.crt"
 touch "${KUBELET_CA}"
@@ -29,7 +36,7 @@ KUBELET_SERVER_CERT_PATH="/etc/kubernetes/certs/kubeletserver.crt"
 openssl genrsa -out $KUBELET_SERVER_PRIVATE_KEY_PATH 4096
 openssl req -new -x509 -days 7300 -key $KUBELET_SERVER_PRIVATE_KEY_PATH -out $KUBELET_SERVER_CERT_PATH -subj "/CN=system:node:${NODE_NAME}"
 
-curl -LO https://nexusstaticsa.blob.core.windows.net/public/k8s/v${KUBE_VERSION}/kubernetes-node-linux-amd64.tar.gz
+curl -LO https://dl.k8s.io/v${KUBE_VERSION}/kubernetes-node-linux-amd64.tar.gz
 tar -xvzf kubernetes-node-linux-amd64.tar.gz kubernetes/node/bin/kubelet
 mv kubernetes/node/bin/kubelet /usr/local/bin
 rm kubernetes-node-linux-amd64.tar.gz
@@ -39,6 +46,7 @@ mkdir -p /opt/image-cred-provider/config/
 mkdir -p /opt/image-cred-provider/bin/
 
 touch /opt/image-cred-provider/bin/workload-identity-token
+chmod +x /opt/image-cred-provider/bin/workload-identity-token
 
 tee /opt/image-cred-provider/config/workload-identity-token.yaml > /dev/null <<EOF
 kind: CredentialProviderConfig
@@ -57,7 +65,7 @@ EOF
 # adust flags as desired
 tee /etc/default/kubelet > /dev/null <<EOF
 KUBELET_NODE_LABELS="kubernetes.azure.com/mode=system,kubernetes.azure.com/role=agent,node.kubernetes.io/exclude-from-external-load-balancers=true,kubernetes.azure.com/managed=false,kubernetes.io/os=linux,node.kubernetes.io/instance-type=$INSTANCE_TYPE,RepairStatus=Validate"
-KUBELET_FLAGS="--address=0.0.0.0 --anonymous-auth=false --authentication-token-webhook=true --authorization-mode=Webhook --cgroup-driver=systemd --cgroups-per-qos=true --client-ca-file=/etc/kubernetes/certs/ca.crt --cluster-dns=10.0.0.10 --cluster-domain=cluster.local --enforce-node-allocatable=pods --event-qps=0 --eviction-hard=memory.available<500Mi,nodefs.available<50Gi,imagefs.available<200Gi,nodefs.inodesFree<5% --image-gc-high-threshold=99 --image-gc-low-threshold=90 --keep-terminated-pod-volumes=false --kube-reserved=cpu=180m,memory=3399Mi,pid=1000 --kubeconfig=/var/lib/kubelet/kubeconfig --max-pods=110 --node-status-update-frequency=10s --pod-infra-container-image=mcr.microsoft.com/oss/kubernetes/pause:3.6 --protect-kernel-defaults=true --read-only-port=0 --rotate-certificates=true --streaming-connection-idle-timeout=4h --tls-cert-file=/etc/kubernetes/certs/kubeletserver.crt --tls-cipher-suites=TLS_ECDHE_ECDSA_WITH_AES_128_GCM_SHA256,TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256,TLS_ECDHE_ECDSA_WITH_CHACHA20_POLY1305,TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384,TLS_ECDHE_RSA_WITH_CHACHA20_POLY1305,TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384,TLS_RSA_WITH_AES_256_GCM_SHA384,TLS_RSA_WITH_AES_128_GCM_SHA256 --tls-private-key-file=/etc/kubernetes/certs/kubeletserver.key --image-credential-provider-config=/opt/image-cred-provider/config/workload-identity-token.yaml --image-credential-provider-bin-dir=/opt/image-cred-provider/bin --container-log-max-size=5Gi --container-log-max-files=2"
+KUBELET_FLAGS="--address=0.0.0.0 --anonymous-auth=false --authentication-token-webhook=true --authorization-mode=Webhook --cgroup-driver=systemd --cgroups-per-qos=true --client-ca-file=/etc/kubernetes/certs/ca.crt --cluster-dns=10.0.0.10 --cluster-domain=cluster.local --enforce-node-allocatable=pods --event-qps=0 --eviction-hard=memory.available<500Mi,nodefs.available<50Gi,imagefs.available<200Gi,nodefs.inodesFree<5% --image-gc-high-threshold=99 --image-gc-low-threshold=90 --kube-reserved=cpu=180m,memory=3399Mi,pid=1000 --kubeconfig=/var/lib/kubelet/kubeconfig --max-pods=110 --node-status-update-frequency=10s --pod-infra-container-image=mcr.microsoft.com/oss/kubernetes/pause:3.6 --protect-kernel-defaults=true --read-only-port=0 --rotate-certificates=true --streaming-connection-idle-timeout=4h --tls-cert-file=/etc/kubernetes/certs/kubeletserver.crt --tls-cipher-suites=TLS_ECDHE_ECDSA_WITH_AES_128_GCM_SHA256,TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256,TLS_ECDHE_ECDSA_WITH_CHACHA20_POLY1305,TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384,TLS_ECDHE_RSA_WITH_CHACHA20_POLY1305,TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384,TLS_RSA_WITH_AES_256_GCM_SHA384,TLS_RSA_WITH_AES_128_GCM_SHA256 --tls-private-key-file=/etc/kubernetes/certs/kubeletserver.key --image-credential-provider-config=/opt/image-cred-provider/config/workload-identity-token.yaml --image-credential-provider-bin-dir=/opt/image-cred-provider/bin --container-log-max-size=5Gi --container-log-max-files=2"
 EOF
 
 # can simplify this + 2 following files by merging together
@@ -87,7 +95,7 @@ TimeoutSec=1200
 ExecStartPre=/bin/mount --make-shared /var/lib/kubelet
 ExecStartPre=-/sbin/ebtables -t nat --list
 ExecStartPre=-/sbin/iptables -t nat --numeric --list
-ExecStartPre=-/usr/bin/timeout 300 /bin/sh -c 'until grep -Eq "^(nvidia|amdgpu)" /proc/modules; do echo "Waiting for nvidia/amdgpu module"; sleep 5; done'
+ExecStartPre=-/bin/bash -c "[ ! -f /etc/gpu-exists ] || /usr/bin/timeout 300 /bin/sh -c 'until grep -Eq \"^(nvidia|amdgpu)\" /proc/modules; do echo \"Waiting for nvidia/amdgpu module\"; sleep 5; done'"
 ExecStart=/usr/local/bin/kubelet \
         --enable-server \
         --node-labels="${KUBELET_NODE_LABELS}" \
diff --git a/contrib/aks/scripts/nvidiacronjob.sh b/contrib/aks/scripts/nvidiacronjob.sh
index e0bc30a2..5c32d73e 100644
--- a/contrib/aks/scripts/nvidiacronjob.sh
+++ b/contrib/aks/scripts/nvidiacronjob.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 MEM_CLOCK=$1
 GPU_CLOCK=$2
 
diff --git a/contrib/aks/scripts/nvidiadaemon.sh b/contrib/aks/scripts/nvidiadaemon.sh
index 07329581..45e8f7a3 100644
--- a/contrib/aks/scripts/nvidiadaemon.sh
+++ b/contrib/aks/scripts/nvidiadaemon.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -x
 
 useradd -c "NVIDIA Persistence Daemon,,," -U -s /usr/sbin/nologin -d /nonexistent -M nvidia-persistenced
diff --git a/contrib/aks/scripts/nvidianvswitch.sh b/contrib/aks/scripts/nvidianvswitch.sh
index b7f76f88..7469285a 100644
--- a/contrib/aks/scripts/nvidianvswitch.sh
+++ b/contrib/aks/scripts/nvidianvswitch.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -x
 
 # Step 1: Enable and Start NVIDIA Fabric Manager and DCGM Services
diff --git a/contrib/aks/scripts/raidsetup.sh b/contrib/aks/scripts/raidsetup.sh
index afd6209b..8cad6cec 100644
--- a/contrib/aks/scripts/raidsetup.sh
+++ b/contrib/aks/scripts/raidsetup.sh
@@ -1,111 +1,74 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -x
 
 cat > /usr/local/bin/raid-setup.sh << EOL
 #!/bin/bash
 set -x
-
-mkdir -p /mntext
-
-# Try to assemble existing RAID
-if [[ ! -b /dev/md0 ]]; then
-    echo "Attempting to assemble RAID..."
-    mdadm --assemble --scan
-fi
-
-# Check if RAID is already mounted
-if mount | grep /dev/md0
+uuid=\`lsblk /dev/md0 --output UUID --noheadings\`
+if [[ -n \$uuid ]]
 then
-    echo "RAID already mounted. Skipping RAID recreation."
-else
-    # Check if RAID exists and has a UUID
-    uuid=""
-    for i in {1..5}; do
-        uuid=\$(blkid -s UUID -o value /dev/md0)
-        if [[ -n "\$uuid" ]]; then
-            break
-        fi
-        echo "Waiting for md0 to settle..."
+    if grep \$uuid /etc/fstab
+    then
+        exit 0
+    else
+        mv /etc/fstab.bak /etc/fstab
+        echo "reboot since UUID in fstab changed"
         sleep 2
-    done
-    if [[ -n \$uuid ]]; then
-        if grep \$uuid /etc/fstab
-        then
-            echo "UUID found in fstab. Mounting..."
-            mount /mntext
-            exit 0
-        else
-            echo "RAID UUID mismatch in fstab. Restoring backup and rebooting..."
-            [[ -f /etc/fstab.bak ]] && mv /etc/fstab.bak /etc/fstab
-            sleep 2
-            reboot
-        fi
+        reboot
     fi
+fi
 
-    # If RAID exists but is not properly set up, stop and remove it
-    if [[ -b /dev/md0 ]]
-    then
-        mdadm --stop /dev/md0
-        mdadm --remove /dev/md0
-    fi
+if [[ -b /dev/md0 ]]
+then
+    mdadm --stop /dev/md0
+    mdadm --remove /dev/md0
+fi
 
-    # Get NVMe disks
-    nvme_list=\$(lsblk -pl|grep nvme | grep -v part|awk '{print \$1}')
-    nvme_count=\$(echo \$nvme_list |wc -w)
+mkdir -p /mntext
 
-    # Create RAID 0
-    mdadm --create --run /dev/md0 --level=0 --raid-device=\$nvme_count \$nvme_list
-    mdadm --detail /dev/md0
-    # Format and get UUID
-    mkfs -t ext4 -F /dev/md0
+nvme_list=\$(lsblk -pl|grep nvme | grep -v part|awk '{print \$1}')
+nvme_count=\$(echo \$nvme_list |wc -w)
+mdadm --create --run /dev/md0 --level=0 --raid-device=\$nvme_count \$nvme_list
+mdadm --detail /dev/md0
+mkfs -t ext4 -F /dev/md0
+sleep 5
+lsblk -f
+for ((i=0; i<10; i++)); do
+  uuid=\$(lsblk /dev/md0 --output UUID --noheadings)
+  if [ -n "\$uuid" ]; then
+    break
+  else
+    echo "UUID not found. Attempt \$((i + 1))/10. Retrying..."
     sleep 5
-    lsblk -f
+  fi
+done
 
-    # Retry UUID fetch
-    for ((i=0; i<10; i++)); do
-    uuid=\$(lsblk /dev/md0 --output UUID --noheadings)
-    if [ -n "\$uuid" ]; then
-        break
-    else
-        echo "UUID not found. Attempt \$((i + 1))/10. Retrying..."
-        sleep 5
-    fi
-    done
-
-    # Backup the original mdadm.conf
-    cp /etc/mdadm/mdadm.conf /etc/mdadm/mdadm.conf.bak
-    # Remove existing md0 ARRAY lines if any
-    grep -v '^ARRAY /dev/md0' /etc/mdadm/mdadm.conf > /tmp/mdadm.conf.clean
-    # Save RAID info to assemble on boot
-    mdadm --detail --scan >> /etc/mdadm/mdadm.conf
-    mdadm --detail --scan >> /tmp/mdadm.conf.clean
-    mv /tmp/mdadm.conf.clean /etc/mdadm/mdadm.conf
-    
-    # Update fstab
-    output="UUID=\$uuid /mntext ext4 errors=remount-ro 0 1"
-    if [[ -f /etc/fstab.bak ]]
-    then
-    cp /etc/fstab.bak /etc/fstab
-    else
-    cp /etc/fstab /etc/fstab.bak
-    fi
-    echo \$output | tee --append /etc/fstab
-    systemctl daemon-reload
-
-    for ((i=0; i<5; i++))
-    do
-    mount /mntext
-        if mount|grep md0
-        then
-            break
-        else
-            sleep 2
-        fi
-    done
+output="UUID=\$uuid /mntext ext4 errors=remount-ro 0 1"
+if [[ -f /etc/fstab.bak ]]
+then
+   cp /etc/fstab.bak /etc/fstab
+else
+   cp /etc/fstab /etc/fstab.bak
 fi
+echo \$output | tee --append /etc/fstab
+systemctl daemon-reload
+
+for ((i=0; i<5; i++))
+do
+mount /mntext
+    if mount|grep md0
+    then
+	    break
+	else
+	    sleep 2
+	fi
+done
+
 
-# Bind mount kubelet and containerd paths
 mkdir -p /mntext/kubelet
 mkdir -p /var/lib/kubelet
 output="/mntext/kubelet /var/lib/kubelet ext4 defaults,bind,systemd.requires-mounts-for=/mntext 0 1"
@@ -126,6 +89,7 @@ EOL
 chmod +x /usr/local/bin/raid-setup.sh
 
 tee /etc/systemd/system/raid-setup.service << EOF
+
 [Unit]
 Description=raid setup
 DefaultDependencies=no
@@ -134,13 +98,13 @@ BindsTo=multipathd.service
 After=multipathd.service
 
 [Service]
-Type=oneshot
-ExecStart=/usr/local/bin/raid-setup.sh
-RemainAfterExit=yes
-TimeoutSec=300
+TimeoutSec=100
+ExecStartPre=/usr/local/bin/raid-setup.sh
+ExecStart=/usr/bin/sleep infinity
 
 [Install]
 WantedBy=local-fs-pre.target
 EOF
 
 systemctl enable raid-setup.service
+
diff --git a/contrib/aks/scripts/rocm-runtime.sh b/contrib/aks/scripts/rocm-runtime.sh
index c496e426..78d716e5 100644
--- a/contrib/aks/scripts/rocm-runtime.sh
+++ b/contrib/aks/scripts/rocm-runtime.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -xe
 
 git clone https://github.com/abuccts/rocm-container-runtime
diff --git a/contrib/aks/scripts/update-tls-scan.sh b/contrib/aks/scripts/update-tls-scan.sh
index 1cc7bc92..8becca27 100644
--- a/contrib/aks/scripts/update-tls-scan.sh
+++ b/contrib/aks/scripts/update-tls-scan.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 cat > /etc/systemd/system/update-tls-scan.service << EOL
 [Unit]
 Description=Update TLS Scan Config
diff --git a/contrib/aks/scripts/waitdnsready.sh b/contrib/aks/scripts/waitdnsready.sh
index 0b97c1f3..2d5042e7 100644
--- a/contrib/aks/scripts/waitdnsready.sh
+++ b/contrib/aks/scripts/waitdnsready.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -x
 counter=0
 while ! nslookup nexusstaticsa.blob.core.windows.net &> /dev/null
diff --git a/contrib/api-stress-test/roles/locust/config/templates/start.sh b/contrib/api-stress-test/roles/locust/config/templates/start.sh
index 44a6790e..a91dbcd5 100644
--- a/contrib/api-stress-test/roles/locust/config/templates/start.sh
+++ b/contrib/api-stress-test/roles/locust/config/templates/start.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 KUBECONFIG={{kube_config_path}}
 
 kubectl --kubeconfig=${KUBECONFIG} create configmap locust-script-configuration --from-file={{ locust_base_dir }}/configmap/ --dry-run=client -o yaml | kubectl --kubeconfig=${KUBECONFIG} apply --overwrite=true -f - || exit $?
diff --git a/contrib/api-stress-test/roles/locust/config/templates/stress.py b/contrib/api-stress-test/roles/locust/config/templates/stress.py
index b3ed14a6..13f2a54a 100644
--- a/contrib/api-stress-test/roles/locust/config/templates/stress.py
+++ b/contrib/api-stress-test/roles/locust/config/templates/stress.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import requests
 import socket
diff --git a/contrib/api-stress-test/roles/locust/master/templates/start-master.sh b/contrib/api-stress-test/roles/locust/master/templates/start-master.sh
index c615c6ca..3f685894 100644
--- a/contrib/api-stress-test/roles/locust/master/templates/start-master.sh
+++ b/contrib/api-stress-test/roles/locust/master/templates/start-master.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 KUBECONFIG={{kube_config_path}}
 
 
diff --git a/contrib/api-stress-test/roles/locust/remove/templates/remove-locust.sh b/contrib/api-stress-test/roles/locust/remove/templates/remove-locust.sh
index 9e12a7e9..9139bdf3 100644
--- a/contrib/api-stress-test/roles/locust/remove/templates/remove-locust.sh
+++ b/contrib/api-stress-test/roles/locust/remove/templates/remove-locust.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 KUBECONFIG={{kube_config_path}}
 
 {% for host in groups['kube-worker'] %}
diff --git a/contrib/api-stress-test/roles/locust/worker/templates/start-worker.sh b/contrib/api-stress-test/roles/locust/worker/templates/start-worker.sh
index 5b4767fb..820a1251 100644
--- a/contrib/api-stress-test/roles/locust/worker/templates/start-worker.sh
+++ b/contrib/api-stress-test/roles/locust/worker/templates/start-worker.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 KUBECONFIG={{kube_config_path}}
 
 {% for host in groups['kube-worker'] %}
diff --git a/contrib/api-stress-test/roles/openpai/install/templates/openpai.sh b/contrib/api-stress-test/roles/openpai/install/templates/openpai.sh
index bc58e6d5..265f4b1a 100644
--- a/contrib/api-stress-test/roles/openpai/install/templates/openpai.sh
+++ b/contrib/api-stress-test/roles/openpai/install/templates/openpai.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 function cleanup(){
diff --git a/contrib/api-stress-test/roles/openpai/remove/files/openpai-remove.sh b/contrib/api-stress-test/roles/openpai/remove/files/openpai-remove.sh
index d8c0da7f..f3e05d27 100644
--- a/contrib/api-stress-test/roles/openpai/remove/files/openpai-remove.sh
+++ b/contrib/api-stress-test/roles/openpai/remove/files/openpai-remove.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 sudo docker exec -i stress-dev-box /bin/bash << EOF_DEV_BOX
 
 {% for host in groups['kube-worker'] %}
diff --git a/contrib/api-stress-test/roles/virtual-kubelet/install/templates/virtual-kubelet.sh b/contrib/api-stress-test/roles/virtual-kubelet/install/templates/virtual-kubelet.sh
index 56a9dba5..7fbbd07d 100644
--- a/contrib/api-stress-test/roles/virtual-kubelet/install/templates/virtual-kubelet.sh
+++ b/contrib/api-stress-test/roles/virtual-kubelet/install/templates/virtual-kubelet.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 nodename_prefix="{{ansible_hostname}}"
diff --git a/contrib/api-stress-test/roles/virtual-kubelet/remove-local/templates/vk-remove-local.sh b/contrib/api-stress-test/roles/virtual-kubelet/remove-local/templates/vk-remove-local.sh
index 290cb700..718572cd 100644
--- a/contrib/api-stress-test/roles/virtual-kubelet/remove-local/templates/vk-remove-local.sh
+++ b/contrib/api-stress-test/roles/virtual-kubelet/remove-local/templates/vk-remove-local.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 KUBECONFIG={{kube_config_path}}
 
 kubectl --kubeconfig=${KUBECONFIG} delete node -l type=virtual-kubelet
\ No newline at end of file
diff --git a/contrib/autoscaler/app_monitors.py b/contrib/autoscaler/app_monitors.py
index 6a969381..6b608872 100644
--- a/contrib/autoscaler/app_monitors.py
+++ b/contrib/autoscaler/app_monitors.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import requests
 from abc import abstractmethod
 
diff --git a/contrib/autoscaler/cloud_monitors.py b/contrib/autoscaler/cloud_monitors.py
index 8fd6e0be..d0e8c44b 100644
--- a/contrib/autoscaler/cloud_monitors.py
+++ b/contrib/autoscaler/cloud_monitors.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from abc import abstractmethod
 
 from utils import Shell
diff --git a/contrib/autoscaler/infr_monitors.py b/contrib/autoscaler/infr_monitors.py
index da916211..379dbd74 100644
--- a/contrib/autoscaler/infr_monitors.py
+++ b/contrib/autoscaler/infr_monitors.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from abc import abstractmethod
 from kubernetes import client, config
 
diff --git a/contrib/autoscaler/nodes.py b/contrib/autoscaler/nodes.py
index 7a4fc02a..32f4ee07 100644
--- a/contrib/autoscaler/nodes.py
+++ b/contrib/autoscaler/nodes.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 class WorkerNode(object):
 
     def __init__(self, ip, k8s_name, k8s_is_ready):
diff --git a/contrib/autoscaler/operators.py b/contrib/autoscaler/operators.py
index 60e29d35..69938663 100644
--- a/contrib/autoscaler/operators.py
+++ b/contrib/autoscaler/operators.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from abc import abstractmethod
 
 from utils import Shell
diff --git a/contrib/autoscaler/scaler.py b/contrib/autoscaler/scaler.py
index b195f84c..d95c6386 100644
--- a/contrib/autoscaler/scaler.py
+++ b/contrib/autoscaler/scaler.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import time
 import yaml
 import argparse
diff --git a/contrib/autoscaler/utils.py b/contrib/autoscaler/utils.py
index 0cb7cac2..eb38369a 100644
--- a/contrib/autoscaler/utils.py
+++ b/contrib/autoscaler/utils.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import logging
 import logging.handlers
diff --git a/contrib/ca-customize-resource/docker/patch-node-resource.sh b/contrib/ca-customize-resource/docker/patch-node-resource.sh
index 2aef26d9..877725cc 100644
--- a/contrib/ca-customize-resource/docker/patch-node-resource.sh
+++ b/contrib/ca-customize-resource/docker/patch-node-resource.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 KUBE_TOKEN=$(cat /var/run/secrets/kubernetes.io/serviceaccount/token)
 NODE_NAME=${MY_NODE_NAME}
 
diff --git a/contrib/chat-plugin/config/env.js b/contrib/chat-plugin/config/env.js
index ffa7e496..32320e0b 100644
--- a/contrib/chat-plugin/config/env.js
+++ b/contrib/chat-plugin/config/env.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 const fs = require('fs');
diff --git a/contrib/chat-plugin/config/getHttpsConfig.js b/contrib/chat-plugin/config/getHttpsConfig.js
index 013d493c..1d675f04 100644
--- a/contrib/chat-plugin/config/getHttpsConfig.js
+++ b/contrib/chat-plugin/config/getHttpsConfig.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 const fs = require('fs');
diff --git a/contrib/chat-plugin/config/jest/babelTransform.js b/contrib/chat-plugin/config/jest/babelTransform.js
index 5b391e40..e33f7f83 100644
--- a/contrib/chat-plugin/config/jest/babelTransform.js
+++ b/contrib/chat-plugin/config/jest/babelTransform.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 const babelJest = require('babel-jest').default;
diff --git a/contrib/chat-plugin/config/jest/cssTransform.js b/contrib/chat-plugin/config/jest/cssTransform.js
index 8f651148..c0333676 100644
--- a/contrib/chat-plugin/config/jest/cssTransform.js
+++ b/contrib/chat-plugin/config/jest/cssTransform.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 // This is a custom Jest transformer turning style imports into empty objects.
diff --git a/contrib/chat-plugin/config/jest/fileTransform.js b/contrib/chat-plugin/config/jest/fileTransform.js
index aab67618..d73c0ff8 100644
--- a/contrib/chat-plugin/config/jest/fileTransform.js
+++ b/contrib/chat-plugin/config/jest/fileTransform.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 const path = require('path');
diff --git a/contrib/chat-plugin/config/modules.js b/contrib/chat-plugin/config/modules.js
index d63e41d7..06e62f48 100644
--- a/contrib/chat-plugin/config/modules.js
+++ b/contrib/chat-plugin/config/modules.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 const fs = require('fs');
diff --git a/contrib/chat-plugin/config/paths.js b/contrib/chat-plugin/config/paths.js
index f0a6cd9c..1cc2d960 100644
--- a/contrib/chat-plugin/config/paths.js
+++ b/contrib/chat-plugin/config/paths.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 const path = require('path');
diff --git a/contrib/chat-plugin/config/webpack.config.js b/contrib/chat-plugin/config/webpack.config.js
index dbb6131e..cbb8a852 100644
--- a/contrib/chat-plugin/config/webpack.config.js
+++ b/contrib/chat-plugin/config/webpack.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 const fs = require('fs');
diff --git a/contrib/chat-plugin/config/webpack/persistentCache/createEnvironmentHash.js b/contrib/chat-plugin/config/webpack/persistentCache/createEnvironmentHash.js
index 4487e853..f55b4a55 100644
--- a/contrib/chat-plugin/config/webpack/persistentCache/createEnvironmentHash.js
+++ b/contrib/chat-plugin/config/webpack/persistentCache/createEnvironmentHash.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 const { createHash } = require('crypto');
 
diff --git a/contrib/chat-plugin/config/webpackDevServer.config.js b/contrib/chat-plugin/config/webpackDevServer.config.js
index 52f4edf3..b57bf283 100644
--- a/contrib/chat-plugin/config/webpackDevServer.config.js
+++ b/contrib/chat-plugin/config/webpackDevServer.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 const fs = require('fs');
diff --git a/contrib/chat-plugin/postcss.config.js b/contrib/chat-plugin/postcss.config.js
index 33ad091d..d25a390a 100644
--- a/contrib/chat-plugin/postcss.config.js
+++ b/contrib/chat-plugin/postcss.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   plugins: {
     tailwindcss: {},
diff --git a/contrib/chat-plugin/scripts/build.js b/contrib/chat-plugin/scripts/build.js
index 8a9acaaf..719232fc 100644
--- a/contrib/chat-plugin/scripts/build.js
+++ b/contrib/chat-plugin/scripts/build.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 // Do this as the first thing so that any code reading it knows the right env.
diff --git a/contrib/chat-plugin/scripts/start.js b/contrib/chat-plugin/scripts/start.js
index 41047988..23ba9ea9 100644
--- a/contrib/chat-plugin/scripts/start.js
+++ b/contrib/chat-plugin/scripts/start.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 // Do this as the first thing so that any code reading it knows the right env.
diff --git a/contrib/chat-plugin/scripts/test.js b/contrib/chat-plugin/scripts/test.js
index a38c855c..a56cee92 100644
--- a/contrib/chat-plugin/scripts/test.js
+++ b/contrib/chat-plugin/scripts/test.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 'use strict';
 
 // Do this as the first thing so that any code reading it knows the right env.
diff --git a/contrib/chat-plugin/src/app/ChatBox.tsx b/contrib/chat-plugin/src/app/ChatBox.tsx
index 0d7f8482..1ce2537f 100644
--- a/contrib/chat-plugin/src/app/ChatBox.tsx
+++ b/contrib/chat-plugin/src/app/ChatBox.tsx
@@ -1,10 +1,18 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 "use client";
 
 import { useState } from "react";
-import { Loader2,  SendHorizonal } from "lucide-react";
+import { Loader2, SendHorizonal, CircleStop } from "lucide-react";
 import { toast } from "sonner";
 
-import { chatRequest} from "../libs/api";
+import {
+  chatRequest,
+  currentAbortController,
+  createChatAbortController,
+  chatStreamRequest
+} from "../libs/api";
 import { useChatStore } from "../libs/state";
 
 
@@ -16,36 +24,43 @@ export default function ChatBox() {
 
   const currentModel = useChatStore((state) => state.currentModel);
 
+
   const makeChatRequest = async (e: React.FormEvent) => {
     e.preventDefault();
     if (prompt.trim() === "") {
       toast.info("Prompt cannot be empty");
       return;
     }
-    useChatStore.getState().addChat({
+    useChatStore.getState().addChatMessage({
       role: "user",
       message: prompt,
       timestamp: new Date(),
     });
     setPrompt("");
     setLoading(true);
-    
-    const newMsg = await chatRequest();
-    if (!newMsg) {
-      toast.error("Failed to get response from Model");
-    }
-    else {
-      useChatStore.getState().addChat(newMsg);
+
+    createChatAbortController();
+    await chatStreamRequest(currentAbortController?.signal);
+    setLoading(false);
+  }
+
+  const stopChatRequest = async (e: React.FormEvent) => {
+    e.preventDefault();
+    if (currentAbortController) {
+      currentAbortController.abort();
+      toast.info("Chat request stopped");
+    } else {
+      toast.info("No chat request to stop.");
     }
     setLoading(false);
-  }      
+  }
 
   const handleKeyDown = (event: React.KeyboardEvent<HTMLTextAreaElement>) => {
     if (event.key === 'Enter' && !event.shiftKey) {
       event.preventDefault();
       if (!loading && currentModel != null) {
         makeChatRequest(new Event('submit') as unknown as React.FormEvent<HTMLFormElement>);
-      }else{
+      } else {
         toast.info("Please select a model to chat with.");
       }
     }
@@ -64,31 +79,35 @@ export default function ChatBox() {
 
       <form onSubmit={makeChatRequest} className="flex flex-col gap-2">
         <div className="relative flex-1 text-base">
-          <div className="mr-10">
+          <div className="mr-20">
             <textarea
               value={prompt}
-              className="w-full p-2 mr-10 border border-gray-300 rounded-md shadow-sm text-base resize-none"
-              placeholder={currentModel? "Your prompt..." : "Please select a model to chat with."}
+              className="w-full p-2 mr-20 border border-gray-300 rounded-md shadow-sm text-base resize-none"
+              placeholder={currentModel ? "Your prompt..." : "Please select a model to chat with."}
               onChange={(e) => setPrompt(e.target.value)}
               onKeyDown={handleKeyDown}
-              // rows={Math.min(8, Math.max(1, Math.ceil(prompt.length/50) ))} // Adjust height based on content
+            // rows={Math.min(8, Math.max(1, Math.ceil(prompt.length/50) ))} // Adjust height based on content
             />
           </div>
 
-            <div className="absolute inset-y-0 right-1 flex items-center justify-center h-full w-8">
-            <button type="submit" disabled={loading } className="p-2 rounded-full bg-indigo-500 text-white hover:bg-indigo-600 disabled:bg-gray-300">
+          <div className="absolute inset-y-0 right-1 flex items-center justify-center h-full w-16">
             {currentModel ? (
-              loading ? (
-              <Loader2 className="animate-spin" />
+              !loading ? (
+                <button type="submit" className="p-2 rounded-full bg-indigo-500 text-white hover:bg-indigo-600 disabled:bg-gray-300">
+                  <SendHorizonal size={20} strokeWidth={1.5} />
+                </button>
               ) : (
-              <SendHorizonal size={20} strokeWidth={1.5} />
+                <button type="button" onClick={stopChatRequest} className="ml-2 p-1 rounded-full bg-red-500 text-white hover:bg-red-600 flex items-center gap-1">
+                  <Loader2 className="animate-spin" size={30} strokeWidth={1.5} />
+                  <CircleStop size={30} strokeWidth={1.5} />
+                </button>
               )
             ) : (
-              <SendHorizonal size={20} strokeWidth={1.5} className="text-gray-400" />
+              <button type="button" disabled className="p-2 rounded-full bg-gray-300 text-gray-500 hover:bg-gray-400">
+                <SendHorizonal size={20} strokeWidth={1.5} className="text-gray-400" />
+              </button>
             )}
-              
-            </button>
-            </div>
+          </div>
         </div>
       </form>
     </div>
diff --git a/contrib/chat-plugin/src/app/ChatHistory.tsx b/contrib/chat-plugin/src/app/ChatHistory.tsx
index 51d748b0..0cb8a749 100644
--- a/contrib/chat-plugin/src/app/ChatHistory.tsx
+++ b/contrib/chat-plugin/src/app/ChatHistory.tsx
@@ -1,15 +1,19 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 "use client";
 
 import React, { useEffect, useRef, useState } from "react";
-import { IoIosArrowDown, IoIosArrowUp } from 'react-icons/io';
 import moment from "moment";
-import { Bot, User } from "lucide-react";
+import { Bot, User, Trash2, ClipboardCopy } from "lucide-react";
 import Markdown, { Components } from "react-markdown";
 
 import remarkGfm from "remark-gfm";
 import { ChatMessage, useChatStore } from "../libs/state";
 import { Pane } from "../components/pane";
 
+const sigmaLogo = "data:image/png;base64,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"
+
 type MessageGroup = {
   sender: "assistant" | "user";
   messages: ChatMessage[];
@@ -103,44 +107,86 @@ const CustomMarkdown: React.FC<{ content: string }> = ({ content }) => {
 }
 
 // Message component
-const Message: React.FC<{ message: ChatMessage, expand?: boolean }> = ({ message, expand = true }) => {
-  const [expanded, setExpanded] = useState(expand);
-  const [showButton, setShowButton] = useState(true);
+const Message: React.FC<{ message: ChatMessage }> = ({ message }) => {
+  const [expanded, setExpanded] = useState(true);
+  const [isHovered, setIsHovered] = useState(false);
   const contentRef = useRef<HTMLDivElement>(null); // Reference to the content div
 
-  useEffect(() => {
-    setExpanded(expand); // Set expanded based on prop
-  }, [expand]);
+  const handleToggle = () => {
+    setExpanded((prev) => !prev);
+  };
+
+  const hasExpandedRef = useRef(false);
 
   useEffect(() => {
-    // Check if the content height is less than a threshold (8 in this case)
-    const contentHeight = contentRef.current?.scrollHeight;
-    if (contentHeight && contentHeight <= 32) { // Assuming 32px is roughly equivalent to 2 lines of text
-      setShowButton(false);
-    } else {
-      setShowButton(true);
+    if (message.message.length > 0 && !hasExpandedRef.current) {
+      setExpanded(false);
+      hasExpandedRef.current = true;
     }
-  }, [message]); // Depend on message so it re-checks when message changes
-
-  const toggleExpanded = () => {
-    setExpanded(!expanded);
-  };
+  }, [message.message.length]);
 
   return (
-    <div className="flex-1 container relative mb-1 bg-gray-100 px-2 py-1 rounded word-wrap"    >
-      {showButton && (
-        <button
-          onClick={toggleExpanded}
-          className="absolute top-0 right-0 mt-1 mr-1 text-blue-500 text-xs flex items-center justify-center bg-white border border-gray-300 rounded-full h-6 w-6"
-        >
-          {expanded ? <IoIosArrowUp /> : <IoIosArrowDown />}
-        </button>
-      )}
-      <div 
-        ref={contentRef}
-        className={`flex-1 ${expanded ? 'overflow-auto' : 'overflow-hidden max-h-12 mx-auto'} ${showButton ? 'pr-6' : ''}`}
+    <div
+      className="flex-1 container relative overflow-hidden"
+      onMouseEnter={() => setIsHovered(true)}
+      onMouseLeave={() => setIsHovered(false)}
+    >
+      <div
+        className="flex-1 container relative mb-1 bg-gray-100 px-2 py-1 rounded word-wrap overflow-hidden"
       >
-        <CustomMarkdown content={message.message} />
+        {/* Reasoning part with fold/unfold */}
+        {message.reasoning && (
+          <div className="bg-gray-50 border-l-4 border-gray-400 px-2 py-1 mb-2 rounded text-gray-700 overflow-hidden">
+            <details open={expanded}>
+              <summary
+                className="cursor-pointer font-semibold"
+                onClick={e => {
+                  e.preventDefault();
+                  handleToggle();
+                }}
+              >
+                Reasoning
+              </summary>
+              <div
+                className="mt-1 overflow-auto max-w-full"
+                style={{ whiteSpace: 'pre-wrap', wordBreak: 'break-word', fontFamily: 'inherit' }}
+              >
+                <CustomMarkdown content={message.reasoning} />
+              </div>
+            </details>
+          </div>
+        )}
+        <div
+          ref={contentRef}
+          className="flex-1 overflow-auto max-w-full"
+          style={{ whiteSpace: 'pre-wrap', wordBreak: 'break-word', fontFamily: 'inherit' }}
+        >
+          <CustomMarkdown content={message.message} />
+        </div>
+      </div>
+      <div className="flex justify-end">
+        {isHovered ? (
+          <div>
+            <button
+              onClick={async () => {
+                const textToCopy = message.reasoning
+                  ? `<think>\n${message.reasoning}\n</think>\n\n${message.message}`
+                  : message.message;
+                try {
+                  await navigator.clipboard.writeText(textToCopy);
+                } catch (err) {
+                  // Optionally, provide user feedback here
+                  console.error("Failed to copy to clipboard:", err);
+                }
+              }}
+              className="text-gray-500 hover:text-gray-700 transition-opacity"
+              title="Copy message"
+            >
+              <ClipboardCopy size={16} />
+            </button>
+          </div>) :
+          ((<div className="h-6"></div>))
+        }
       </div>
     </div>
   );
@@ -148,19 +194,30 @@ const Message: React.FC<{ message: ChatMessage, expand?: boolean }> = ({ message
 
 // MessageGroup component
 const MessageGroup: React.FC<{ index: number, group: MessageGroup, isLast: boolean }> = ({ index, group, isLast = false }) => {
+  // Get the current model 
+  const currentModel = useChatStore((state) => state.currentModel);
+  let imageUrl = "https://www.svgrepo.com/show/445500/ai.svg";
+  if (currentModel && currentModel.toLowerCase().includes("sigma")) {
+    imageUrl = sigmaLogo;
+  }
   const isAI = group.sender === "assistant";
+  const isSigma = currentModel && currentModel.toLowerCase().includes("sigma");
   return (
     <div className={`flex mb-4 ${isAI ? "flex-row" : "flex-row-reverse"}`}>
       <div className="w-12 flex-shrink-0">
-        {isAI ? (
+        {isAI ? (isSigma ? (
           <img
-            src="https://www.svgrepo.com/show/445500/ai.svg"
+            src={imageUrl}
             width={40}
             height={40}
             alt="Agent avatar"
             className="rounded"
           />
         ) : (
+          <div className="w-10 h-10 rounded-full bg-gray-300 flex items-center justify-center">
+            <Bot size={24} />
+          </div>
+        )) : (
           <div className="w-10 h-10 rounded-full bg-gray-300 flex items-center justify-center">
             <User size={24} />
           </div>
@@ -172,7 +229,7 @@ const MessageGroup: React.FC<{ index: number, group: MessageGroup, isLast: boole
         </div>
         {group.messages.map((message, index) => (
           // <Message key={index} message={message} expand={isLast} />
-          <Message key={index} message={message} expand={true} />
+          <Message key={index} message={message} />
         ))}
 
       </div>
@@ -195,8 +252,15 @@ const GroupedChatMessages: React.FC = () => {
   return (
     <Pane className="p-0">
       <div className="bg-white top-0 sticky p-2 px-4 pb-2 border-b text-sm flex items-center gap-1">
-        <Bot size={16} />
+        <Bot size={20} />
         <h2>Chat</h2>
+        <button
+          onClick={() => useChatStore.getState().cleanChat()}
+          className="ml-auto text-xs px-2 py-1 bg-gray-200 hover:bg-gray-300 rounded transition-colors flex items-center gap-1"
+        >
+          <Trash2 size={20} strokeWidth={1.5} />
+          Clean History
+        </button>
       </div>
       <div className="bg-white flex-1 overflow-auto p-4" ref={scrollRef}>
         {groupedMessages.map((group, index) => (
diff --git a/contrib/chat-plugin/src/app/JobBar.tsx b/contrib/chat-plugin/src/app/JobBar.tsx
index 60733953..afd1df08 100644
--- a/contrib/chat-plugin/src/app/JobBar.tsx
+++ b/contrib/chat-plugin/src/app/JobBar.tsx
@@ -1,8 +1,11 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 "use client";
 
-import { fetchJobList, fetchModelsInCurrentJob } from "../libs/api";
+import { fetchAllModels } from "../libs/api";
 import { useEffect, useState } from "react";
-import { Job, Status, useChatStore } from "../libs/state";
+import { Status, useChatStore } from "../libs/state";
 import { RefreshCw } from "lucide-react";
 
 
@@ -25,49 +28,28 @@ const statusText = {
 export default function JobBar() {
   const [status, setStatus] = useState<Status>("offline");
   const {
-    allJobs,
-    currentJob,
-    setCurrentJob,
-    allModelsInCurrentJob,
+    allModels,
     currentModel,
     setCurrentModel
   } = useChatStore();
 
   // Fetch job list on component mount and set up status polling
   // Loading states for better UI feedback
-  const [isJobsLoading, setIsJobsLoading] = useState(false);
   const [isModelsLoading, setIsModelsLoading] = useState(false);
 
   const [error, setError] = useState<string | null>(null);
 
-  // Fetch job list with loading indicator
-  const fetchJobs = async () => {
-    setError(null);
-    setIsJobsLoading(true);
-    setStatus("loading");
-    try {
-      await fetchJobList();
-      setStatus("unknown");
-    } catch (err) {
-      setError("Failed to fetch jobs. Please try again.");
-      console.error(err);
-    } finally {
-      setIsJobsLoading(false);
-    }
-  };
-
   // Fetch models with loading indicator
   const fetchModels = async () => {
-    if (!currentJob) return;
     setError(null);
     setIsModelsLoading(true);
     setStatus("loading");
     try {
 
-      await fetchModelsInCurrentJob();
+      await fetchAllModels();
       await new Promise(res => setTimeout(res, 2500));
       // Use the latest models from the store after fetching
-      const models = useChatStore.getState().allModelsInCurrentJob;
+      const models = useChatStore.getState().allModels;
       if (models.length > 0) {
         setStatus("online");
       } else {
@@ -82,7 +64,7 @@ export default function JobBar() {
   };
 
   useEffect(() => {
-    fetchJobs(); // Initial job list fetch
+    fetchModels(); 
 
     const interval = setInterval(async () => {
     }, 500);
@@ -90,27 +72,6 @@ export default function JobBar() {
     return () => clearInterval(interval);
   }, []);
 
-  // Fetch models when current job changes
-  useEffect(() => {
-    if (currentJob) {
-      fetchModels();
-    } else {
-      // Clear models when no job is selected
-      useChatStore.getState().setAllModelsInCurrentJob([]);
-      if (currentModel) {
-        // Clear current model selection when job changes
-        setCurrentModel(null);
-      }
-      setStatus("unknown");
-    }
-  }, [currentJob]);
-
-  // Handle job selection change
-  const handleJobChange = (e: React.ChangeEvent<HTMLSelectElement>) => {
-    const selectedJobId = e.target.value;
-    const job = allJobs.find(job => job.id === selectedJobId) || null;
-    setCurrentJob(job);
-  };
 
   // Handle model selection change
   const handleModelChange = (e: React.ChangeEvent<HTMLSelectElement>) => {
@@ -118,14 +79,6 @@ export default function JobBar() {
     setCurrentModel(selectedModel);
   };
 
-  // Handle refresh button click
-  const handleRefresh = async () => {
-    await fetchJobs();
-    if (currentJob) {
-      await fetchModels();
-    }
-  };
-
   return (
     <div className="w-full h-full flex items-center justify-between p-2">
       <div className="flex items-center gap-2 text-gray-500">
@@ -135,24 +88,6 @@ export default function JobBar() {
       </div>
 
       <div className="flex items-center gap-4">
-        {/* Job select */}
-        <div className="flex items-center gap-2">
-          <label htmlFor="job-select" className="block text-sm font-medium text-gray-700 mr-2">Serving Job:</label>
-            <select
-            id="job-select"
-            className="block w-64 rounded-md border-gray-300 shadow-sm focus:border-blue-500 focus:ring-blue-500 sm:text-sm px-3 py-2"
-            value={currentJob?.id || ""}
-            onChange={handleJobChange}
-            disabled={isJobsLoading}
-            size={Math.min(6, allJobs.length || 1)}
-            style={{ minWidth: "16rem", maxWidth: "30rem" }}
-            >
-            <option value="">Select a job ({allJobs.length})</option>
-            {allJobs.map((job) => (
-              <option key={job.id} value={job.id} title={`${job.name} (${job.username})`}>{job.name}</option>
-            ))}
-          </select>
-        </div>
 
         {/* Model select */}
         <div className="flex items-center gap-2">
@@ -162,10 +97,10 @@ export default function JobBar() {
             className="block w-48 rounded-md border-gray-300 shadow-sm focus:border-blue-500 focus:ring-blue-500 sm:text-sm"
             value={currentModel || ""}
             onChange={handleModelChange}
-            disabled={!currentJob || allModelsInCurrentJob.length === 0 || isModelsLoading}
+            disabled={allModels.length === 0 || isModelsLoading}
           >
-            <option value="">Select a model ({allModelsInCurrentJob.length})</option>
-            {allModelsInCurrentJob.map((model) => (
+            <option value="">Select a model ({allModels.length})</option>
+            {allModels.map((model) => (
               <option key={model} value={model} title={model}>{model}</option>
             ))}
           </select>
@@ -173,12 +108,12 @@ export default function JobBar() {
 
         {/* Refresh button */}
         <button
-          onClick={handleRefresh}
+          onClick={fetchModels}
           className="inline-flex items-center p-1.5 border border-transparent rounded-full shadow-sm text-white bg-blue-600 hover:bg-blue-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-blue-500"
-          title="Refresh job and model lists"
-          disabled={isJobsLoading || isModelsLoading}
+          title="Refresh model lists"
+          disabled={isModelsLoading}
         >
-          <RefreshCw className={`h-5 w-5 ${(isJobsLoading || isModelsLoading) ? "animate-spin" : ""}`} aria-hidden="true" />
+          <RefreshCw className={`h-5 w-5 ${isModelsLoading ? "animate-spin" : ""}`} aria-hidden="true" />
         </button>
       </div>
     </div>
diff --git a/contrib/chat-plugin/src/app/index.tsx b/contrib/chat-plugin/src/app/index.tsx
index ed3d8f73..8f53b549 100644
--- a/contrib/chat-plugin/src/app/index.tsx
+++ b/contrib/chat-plugin/src/app/index.tsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 "use client";
 import Logs from "./ChatHistory";
 import JobBar from "./JobBar";
@@ -5,15 +8,13 @@ import ChatBox from "./ChatBox";
 import { useChatStore } from "../libs/state";
 import { Toaster } from "../components/sonner";
 
-export default function App({ restUrl, user, restToken, modelToken }:
-  { restUrl: string; user: string; restToken: string; modelToken: string }) {
+export default function App({ restUrl, user, restToken }:
+  { restUrl: string; user: string; restToken: string }) {
   // Initialize the chat store with the provided parameters
-  const { setRestServerPath, setUser, setRestServerToken, setJobServerToken } = useChatStore.getState();
+  const { setUser, setRestServerToken } = useChatStore.getState();
 
-  setRestServerPath(restUrl);
   setUser(user);
   setRestServerToken(restToken);
-  setJobServerToken(modelToken);
 
   return (
     <div className="w-full h-full flex flex-col overflow-hidden">
diff --git a/contrib/chat-plugin/src/components/grid-loader.tsx b/contrib/chat-plugin/src/components/grid-loader.tsx
index 779e72ba..f1142677 100644
--- a/contrib/chat-plugin/src/components/grid-loader.tsx
+++ b/contrib/chat-plugin/src/components/grid-loader.tsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { SVGProps } from "react";
 
 export default function GridLoader(props: SVGProps<SVGSVGElement>) {
diff --git a/contrib/chat-plugin/src/components/pane.tsx b/contrib/chat-plugin/src/components/pane.tsx
index d7b24c9f..34ca7e7c 100644
--- a/contrib/chat-plugin/src/components/pane.tsx
+++ b/contrib/chat-plugin/src/components/pane.tsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { cn } from "../libs/utils";
 
 interface PaneProps extends React.HTMLAttributes<HTMLDivElement> {}
diff --git a/contrib/chat-plugin/src/components/sonner.tsx b/contrib/chat-plugin/src/components/sonner.tsx
index 835cc4f8..2da79239 100644
--- a/contrib/chat-plugin/src/components/sonner.tsx
+++ b/contrib/chat-plugin/src/components/sonner.tsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 "use client"
 
 import { Toaster as Sonner } from "sonner"
diff --git a/contrib/chat-plugin/src/index.tsx b/contrib/chat-plugin/src/index.tsx
index 2709d785..e49e9a22 100644
--- a/contrib/chat-plugin/src/index.tsx
+++ b/contrib/chat-plugin/src/index.tsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React from 'react';
 import ReactDOM from 'react-dom/client';
 import './index.css';
@@ -9,7 +12,6 @@ declare global {
       id: string;
       title: string;
       uri: string;
-      token: string;
     }];
   }
 }
@@ -55,13 +57,9 @@ class ProtocolPluginElement extends HTMLElement {
       }
     }
     console.log("source", source);
-    
-    const plugins = window.PAI_PLUGINS;
-    const pluginIndex = Number(params.get("index")) || 0;
-    const modelToken = plugins[pluginIndex].token || "";
 
     const root = ReactDOM.createRoot(this);
-    root.render(React.createElement(App, {restUrl, user, restToken, modelToken}));
+    root.render(React.createElement(App, { restUrl, user, restToken }));
   }
 
 }
diff --git a/contrib/chat-plugin/src/libs/api.ts b/contrib/chat-plugin/src/libs/api.ts
index 30d7b2ae..10287bba 100644
--- a/contrib/chat-plugin/src/libs/api.ts
+++ b/contrib/chat-plugin/src/libs/api.ts
@@ -1,9 +1,11 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import ky, { Options } from "ky";
-import { Job, useChatStore } from "./state";
+import { useChatStore } from "./state";
 import { toast } from "sonner";
 
 const API_BASE_URL = window.location.origin;
-const TARGET_JOB_TAG = "model-serving";
 
 export const api = {
   post: async (path: string, key: string | null = null, options: Options = {}) => {
@@ -13,14 +15,35 @@ export const api = {
         Authorization: `Bearer ${key}`,
       };
     }
-
-    const response = await ky.post(`${API_BASE_URL}/${path}`, {
+    if (!path.startsWith("http")) {
+      // If the path is relative, prepend the API base URL
+      path = `${API_BASE_URL}/${path}`;
+    }
+    const response = await ky.post(path, {
       ...options,
       timeout: options.timeout !== undefined ? options.timeout : false, // disables timeout by default
     }).json();
     return response;
   },
 
+  postStream: async (path: string, key: string | null = null, options: Options = {}) => {
+    if (key) {
+      options.headers = {
+        ...options.headers,
+        Authorization: `Bearer ${key}`,
+      };
+    }
+    if (!path.startsWith("http")) {
+      // If the path is relative, prepend the API base URL
+      path = `${API_BASE_URL}/${path}`;
+    }
+    const response = await ky.post(path, {
+      ...options,
+      timeout: options.timeout !== undefined ? options.timeout : false, // disables timeout by default
+    });
+    return response;
+  },
+
   // You can also add other methods like GET, PUT, DELETE, etc.
   get: async (path: string, key: string | null = null, options: Options = {}) => {
     if (key) {
@@ -29,7 +52,11 @@ export const api = {
         Authorization: `Bearer ${key}`,
       };
     }
-    const response = await ky.get(`${API_BASE_URL}/${path}`, {
+    if (!path.startsWith("http")) {
+      // If the path is relative, prepend the API base URL
+      path = `${API_BASE_URL}/${path}`;
+    }
+    const response = await ky.get(path, {
       ...options,
       timeout: options.timeout !== undefined ? options.timeout : false, // disables timeout by default
     }).json();
@@ -38,118 +65,56 @@ export const api = {
 
 };
 
-export async function fetchJobList(): Promise<void> {
-  const restServerPath = useChatStore.getState().restServerPath;
+export async function fetchAllModels(): Promise<string[]> {
+  const modelProxyPath = useChatStore.getState().modelProxyPath;
+  const modelsUrl = `${modelProxyPath}/v1/models`;
   const restServerToken = useChatStore.getState().restServerToken;
 
-  const getJobsUrl = `${restServerPath}/api/v2/jobs?state=RUNNING`;
   try {
-    const data: any = await api.get(getJobsUrl, restServerToken);
-    const jobs = (data as { debugId: string, name: string, username: string, state: string }[])
-      .filter(job => job.name.includes(TARGET_JOB_TAG))
-      .map(job => ({
-        id: job.debugId,
-        name: job.name,
-        username: job.username,
-        status: job.state,
-        ip: "",
-        port: 0,
-      } as Job));
-
-    const jobsWithDetails = await Promise.all(jobs.map(async job => {
-      const jobDetailsUrl = `${restServerPath}/api/v2/jobs/${job.username}~${job.name}`;
-      try {
-        const jobInfo: any = await api.get(jobDetailsUrl, restServerToken);
-        const details = jobInfo as { taskRoles: { [key: string]: { taskStatuses: [{ containerIp: string, containerPorts: { http: string } }] } } };
-        if (!details || !details.taskRoles) {
-          console.warn(`No task roles found for job ${job.name}`);
-          return null;
-        }
-        const taskStatuses = Object.values(details.taskRoles)[0].taskStatuses;
-        if (!taskStatuses) {
-          console.warn(`No task statuses found for job ${job.name}`);
-          return null;
-        }
-        job.ip = taskStatuses[0].containerIp;
-        job.port = parseInt(taskStatuses[0].containerPorts.http);
-        return job;
-      } catch (error) {
-        console.warn(`Failed to fetch details for job ${job.name}:`, error);
-        return null;
-      }
-    }));
-
-    const filteredJobs = jobsWithDetails.filter((job): job is Job => job !== null);
-    useChatStore.getState().setAllJobs(filteredJobs);
-    console.log("Fetched job list:", filteredJobs);
-  } catch (error) {
-    console.error("Failed to fetch job list:", error);
-    useChatStore.getState().setAllJobs([]);
-  }
-}
-
-export async function fetchModelsInCurrentJob(): Promise<string[]> {
-  const currentJob = useChatStore.getState().currentJob;
-  if (!currentJob) {
-    console.warn("No current job selected");
-    return [];
-  }
-
-  const jobServerPath = useChatStore.getState().jobServerPath;
-  const jobServerToken = useChatStore.getState().jobServerToken;
-
-  const modelsUrl = `${jobServerPath}/${currentJob.ip}:${currentJob.port}/v1/models`;
-  try {
-    const data: any = await api.get(modelsUrl, jobServerToken);
+    const data: any = await api.get(modelsUrl, restServerToken);
     const models = data as { data: [{ id: string }] };
     if (!models || !models.data) {
-      console.warn(`No models found for job ${currentJob.name}`);
-      useChatStore.getState().setAllModelsInCurrentJob([]);
+      console.warn(`No models found from model proxy`);
+      useChatStore.getState().setAllModels([]);
       return [];
     }
     const modelList = models.data.map((model: { id: string }) => model.id);
-    useChatStore.getState().setAllModelsInCurrentJob(modelList);
-    console.log("Fetched models in current job:", models);
+    useChatStore.getState().setAllModels(modelList);
     return modelList;
   } catch (error) {
-    console.error("Failed to fetch models in current job:", error);
-    useChatStore.getState().setAllModelsInCurrentJob([]);
+    console.error("Failed to fetch all models:", error);
+    useChatStore.getState().setAllModels([]);
     return [];
   }
 }
 
-export async function chatRequest() {
-  const currentJob = useChatStore.getState().currentJob;
-  if (!currentJob) {
-    console.warn("No current job selected");
-    return;
-  }
-
-  const jobServerPath = useChatStore.getState().jobServerPath;
-  const jobServerToken = useChatStore.getState().jobServerToken;
+export async function chatRequest(abortSignal?: AbortSignal) {
+  const restServerToken = useChatStore.getState().restServerToken;
+  const modelProxyPath = useChatStore.getState().modelProxyPath;
   const currentModel = useChatStore.getState().currentModel;
   const chatMsgs = useChatStore.getState().chatMsgs;
 
-  const modelsUrl = `${jobServerPath}/${currentJob.ip}:${currentJob.port}/v1/chat/completions`;
+  const modelsUrl = `${modelProxyPath}/v1/chat/completions`;
   const data = {
     model: currentModel,
     messages: chatMsgs.filter(
-      (msg) => msg.role === "user" || msg.role === "assistant" 
+      (msg) => msg.role === "user" || msg.role === "assistant"
     ).map((msg) => ({
       role: msg.role,
       content: msg.message,
     })),
   };
   try {
-    const response: any = await api.post(modelsUrl, jobServerToken, {
+    const response: any = await api.post(modelsUrl, restServerToken, {
       json: data,
+      signal: abortSignal,
     });
     const respMessages = response.choices.map((choice: any) => choice.message.content);
     if (respMessages.length === 0) {
       console.warn("No response messages received from chat request");
       return;
     }
-    
+
     // Return the response message to be added by the component
     return {
       role: "assistant",
@@ -157,8 +122,150 @@ export async function chatRequest() {
       timestamp: new Date(),
     };
   }
-  catch (error) {
-    toast.error("Failed to send chat request:"+ error);
+  catch (error: any) {
+    if (error.name === 'AbortError') {
+      return null;
+    }
+    toast.error("Failed to send chat request:" + error);
     return null;
   }
+}
+
+export async function chatStreamRequest(abortSignal?: AbortSignal) {
+  const restServerToken = useChatStore.getState().restServerToken;
+  const modelProxyPath = useChatStore.getState().modelProxyPath;
+  const currentModel = useChatStore.getState().currentModel;
+  const chatMsgs = useChatStore.getState().chatMsgs;
+
+  const modelsUrl = `${modelProxyPath}/v1/chat/completions`;
+
+  const data = {
+    model: currentModel,
+    stream: true,
+    messages: chatMsgs.filter(
+      (msg) => msg.role === "user" || msg.role === "assistant"
+    ).map((msg) => ({
+      role: msg.role,
+      content: msg.message,
+    })),
+  };
+
+  let newMsg = {
+    role: "assistant" as const,
+    message: "",
+    timestamp: new Date(),
+    reasoning: "",
+  };
+  // Add a new message to the chat store to show loading state
+  useChatStore.getState().addChatMessage(newMsg);
+
+  try {
+    const response = await api.postStream(modelsUrl, restServerToken, {
+      json: data,
+      signal: abortSignal,
+      timeout: false, // Disable timeout for streaming
+    });
+
+    // Process the stream response
+    const reader = response.body!.getReader();
+    const decoder = new TextDecoder();
+    let buffer = "";
+    try {
+      while (true) {
+        const { value, done } = await reader.read();
+
+        if (done) break;
+
+        // Decode the chunk
+        buffer += decoder.decode(value, { stream: true });
+
+        // Process complete events from buffer
+        const lines = buffer.split('\n');
+        buffer = lines.pop() || ""; // Keep incomplete line in buffer
+
+        for (const line of lines) {
+          const trimmedLine = line.trim();
+          if (trimmedLine === "") continue;
+
+          // SSE format: "data: {json}"
+          if (trimmedLine.startsWith("data: ")) {
+            const data = trimmedLine.slice(6);
+            // Check for stream termination
+            if (data === "[DONE]") {
+              console.log("Stream completed");
+              break;
+            }
+
+            try {
+              const parsed = JSON.parse(data);
+
+              // Handle different response formats (e.g., chat completions vs completions)
+              let contentDelta = parsed.choices?.[0]?.delta?.content ||
+                parsed.choices?.[0]?.text ||
+                "";
+              const reasonDelta = parsed.choices?.[0]?.delta?.reasoning_content || "";
+
+              if (contentDelta) {
+                if (newMsg.message.length === 0) {
+                  contentDelta = contentDelta.trim();
+                }
+                newMsg.message += contentDelta;
+              }
+              if (reasonDelta) {
+                newMsg.reasoning += reasonDelta;
+              }
+              if (contentDelta || reasonDelta) {
+                // Update the last message in the chat store
+                useChatStore.getState().updateLastChatMessage(newMsg);
+              }
+            } catch (e) {
+              toast.error("Failed to parse SSE data:" + e + " \nLine:" + data);
+              // Continue processing other lines
+            }
+          } else if (trimmedLine.startsWith("event:")) {
+            // Handle named events if the API uses them
+            console.log("SSE event:", trimmedLine);
+          }
+        }
+      }
+    } catch (error) {
+      console.error("Stream reading error:" + error);
+      throw error;
+    } finally {
+      // Ensure reader is released
+      reader.releaseLock();
+    }
+
+    // Process any remaining data in buffer
+    if (buffer.trim()) {
+      console.warn("Incomplete data in buffer:", buffer);
+    }
+  } catch (error: any) {
+    if (error.name === 'AbortError') {
+      return null;
+    }
+    toast.error("Failed to send chat request:" + error);
+    return null;
+  }
+}
+
+
+// Store the abort controller at module level
+export let currentAbortController: AbortController | null = null;
+
+export function createChatAbortController() {
+  // Cancel any existing request
+  if (currentAbortController) {
+    currentAbortController.abort();
+  }
+  currentAbortController = new AbortController();
+  return currentAbortController;
+}
+
+export async function stopChatRequest() {
+  if (currentAbortController) {
+    currentAbortController.abort();
+    currentAbortController = null;
+    toast.info("Chat request stopped");
+  }
 }
\ No newline at end of file
diff --git a/contrib/chat-plugin/src/libs/state.ts b/contrib/chat-plugin/src/libs/state.ts
index 80de5d25..97477a36 100644
--- a/contrib/chat-plugin/src/libs/state.ts
+++ b/contrib/chat-plugin/src/libs/state.ts
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { create } from "zustand";
 
 export type Status = "loading" | "online" | "offline" | "unknown";
@@ -6,80 +9,55 @@ export type ChatMessage = {
   role: string;
   message: string;
   timestamp: Date;
+  reasoning?: string; // Optional field for reasoning support
 };
 
-export type Job = {
-  id: string;
-  name: string;
-  username: string;
-  status: Status;
-  ip: string;
-  port: number;
-}
-
-var init_msg = `
-Welcome to the Chat Plugin!
-`;
-
-
 interface State {
 
   paiuser: string;
-  restServerPath: string;
-  jobServerPath: string;
+  modelProxyPath: string;
   restServerToken: string;
-  jobServerToken: string;
 
-  allJobs: Job[];
-  currentJob: Job | null;
-  allModelsInCurrentJob: string[];
+  allModels: string[];
   currentModel: string | null;
 
   chatMsgs: ChatMessage[];
 
   setUser: (paiuser: string) => void;
-  setRestServerPath: (path: string) => void;
-  setJobServerPath: (path: string) => void;
   setRestServerToken: (token: string) => void;
-  setJobServerToken: (token: string) => void;
-  setAllJobs: (jobs: Job[]) => void;
-  setCurrentJob: (job: Job | null) => void;
-  setAllModelsInCurrentJob: (models: string[]) => void;
+  setAllModels: (models: string[]) => void;
   setCurrentModel: (model: string | null) => void;
-  addChat: (chat: ChatMessage) => void;
+  addChatMessage: (chat: ChatMessage) => void;
+  updateLastChatMessage: (lastChat: ChatMessage) => void;
+  cleanChat: () => void;
 }
 
 
 export const useChatStore = create<State>((set) => ({
   paiuser: "MSR",
-  restServerPath: "rest-server",
-  jobServerPath: "job-server",
+  modelProxyPath: "model-proxy",
   restServerToken: "",
-  jobServerToken: "",
-  allJobs: [],
-  currentJob: null,
-  allModelsInCurrentJob: [],
-  currentModel: null,
 
+  allModels: [],
+  currentModel: null,
 
-  // chatMsgs: [{
-  //   role: "welcome",
-  //   message: init_msg,
-  //   requiresAnswer: false,
-  //   timestamp: new Date()
-  // }],
   chatMsgs: [],
 
   setUser: (paiuser) => set({ paiuser }),
-  setRestServerPath: (path) => set({ restServerPath: path }),
-  setJobServerPath: (path) => set({ jobServerPath: path }),
   setRestServerToken: (token) => set({ restServerToken: token }),
-  setJobServerToken: (token) => set({ jobServerToken: token }),
-  setAllJobs: (jobs) => set({ allJobs: jobs }),
-  setCurrentJob: (job) => set({ currentJob: job }),
-  setAllModelsInCurrentJob: (models) => set({ allModelsInCurrentJob: models }),
-  setCurrentModel: (model) => set({ currentModel: model }),
 
-  addChat: (log) => set((state) => ({ chatMsgs: [...state.chatMsgs, log] })),
+  setAllModels: (models) => set({ allModels: models }),
+  setCurrentModel: (model) => set({ currentModel: model }),
 
+  addChatMessage: (log) => set((state) => ({ chatMsgs: [...state.chatMsgs, log] })),
+  updateLastChatMessage: (lastChat) => set((state) => {
+    const chatMsgs = [...state.chatMsgs];
+    if (chatMsgs.length > 0) {
+      chatMsgs[chatMsgs.length - 1] = lastChat;
+    } else {
+      chatMsgs.push(lastChat);
+    }
+    return { chatMsgs };
+  }),
+  cleanChat: () => set({ chatMsgs: [] })
 }));
diff --git a/contrib/chat-plugin/src/libs/utils.ts b/contrib/chat-plugin/src/libs/utils.ts
index bf3b3e79..c219a96e 100644
--- a/contrib/chat-plugin/src/libs/utils.ts
+++ b/contrib/chat-plugin/src/libs/utils.ts
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { type ClassValue, clsx } from "clsx"
 import { twMerge } from "tailwind-merge"
 
diff --git a/contrib/chat-plugin/src/react-app-env.d.ts b/contrib/chat-plugin/src/react-app-env.d.ts
new file mode 100644
index 00000000..987acd9b
--- /dev/null
+++ b/contrib/chat-plugin/src/react-app-env.d.ts
@@ -0,0 +1,51 @@
+declare module '*.css' {
+  const content: { [className: string]: string };
+  export default content;
+}
+
+declare module '*.scss' {
+  const content: { [className: string]: string };
+  export default content;
+}
+
+declare module '*.sass' {
+  const content: { [className: string]: string };
+  export default content;
+}
+
+declare module '*.svg' {
+  import * as React from 'react';
+  export const ReactComponent: React.FunctionComponent<React.SVGProps<SVGSVGElement> & { title?: string }>;
+  const src: string;
+  export default src;
+}
+
+declare module '*.png' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.jpg' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.jpeg' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.gif' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.bmp' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.webp' {
+  const src: string;
+  export default src;
+}
diff --git a/contrib/chat-plugin/tailwind.config.js b/contrib/chat-plugin/tailwind.config.js
index b0cc2bc9..2bfa6b03 100644
--- a/contrib/chat-plugin/tailwind.config.js
+++ b/contrib/chat-plugin/tailwind.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 /** @type {import('tailwindcss').Config} */
 module.exports = {
   content: [
diff --git a/contrib/chat-plugin/tsconfig.json b/contrib/chat-plugin/tsconfig.json
index 519e313f..a273b0cf 100644
--- a/contrib/chat-plugin/tsconfig.json
+++ b/contrib/chat-plugin/tsconfig.json
@@ -1,26 +1,26 @@
 {
   "compilerOptions": {
-    "lib": ["dom", "dom.iterable", "esnext"],
+    "target": "es5",
+    "lib": [
+      "dom",
+      "dom.iterable",
+      "esnext"
+    ],
     "allowJs": true,
     "skipLibCheck": true,
-    "strict": true,
-    "noEmit": true,
     "esModuleInterop": true,
+    "allowSyntheticDefaultImports": true,
+    "strict": true,
+    "forceConsistentCasingInFileNames": true,
+    "noFallthroughCasesInSwitch": true,
     "module": "esnext",
-    "moduleResolution": "bundler",
+    "moduleResolution": "node",
     "resolveJsonModule": true,
     "isolatedModules": true,
-    "jsx": "preserve",
-    "incremental": true,
-    "plugins": [
-      {
-        "name": "next"
-      }
-    ],
-    "paths": {
-      "@/*": ["./src/*"]
-    }
+    "noEmit": true,
+    "jsx": "react-jsx"
   },
-  "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts", "src/index.tsx"],
-  "exclude": ["node_modules"]
+  "include": [
+    "src"
+  ]
 }
diff --git a/contrib/cluster-local-storage-plugin/.editorconfig b/contrib/cluster-local-storage-plugin/.editorconfig
new file mode 100644
index 00000000..0f178672
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/.editorconfig
@@ -0,0 +1,9 @@
+root = true
+
+[*]
+charset = utf-8
+end_of_line = lf
+indent_size = 2
+indent_style = space
+insert_final_newline = true
+trim_trailing_whitespace = true
diff --git a/contrib/cluster-local-storage-plugin/.gitignore b/contrib/cluster-local-storage-plugin/.gitignore
new file mode 100644
index 00000000..26031555
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/.gitignore
@@ -0,0 +1,90 @@
+# Created by https://www.gitignore.io/api/node
+# Edit at https://www.gitignore.io/?templates=node
+
+### Node ###
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+lerna-debug.log*
+
+# Diagnostic reports (https://nodejs.org/api/report.html)
+report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json
+
+# Runtime data
+pids
+*.pid
+*.seed
+*.pid.lock
+
+# Directory for instrumented libs generated by jscoverage/JSCover
+lib-cov
+
+# Coverage directory used by tools like istanbul
+coverage
+
+# nyc test coverage
+.nyc_output
+
+# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files)
+.grunt
+
+# Bower dependency directory (https://bower.io/)
+bower_components
+
+# node-waf configuration
+.lock-wscript
+
+# Compiled binary addons (https://nodejs.org/api/addons.html)
+build/Release
+
+# Dependency directories
+node_modules/
+jspm_packages/
+
+# TypeScript v1 declaration files
+typings/
+
+# Optional npm cache directory
+.npm
+
+# Optional eslint cache
+.eslintcache
+
+# Optional REPL history
+.node_repl_history
+
+# Output of 'npm pack'
+*.tgz
+
+# Yarn Integrity file
+.yarn-integrity
+
+# dotenv environment variables file
+.env
+.env.test
+
+# parcel-bundler cache (https://parceljs.org/)
+.cache
+
+# next.js build output
+.next
+
+# nuxt.js build output
+.nuxt
+
+# vuepress build output
+.vuepress/dist
+
+# Serverless directories
+.serverless/
+
+# FuseBox cache
+.fusebox/
+
+# DynamoDB Local files
+.dynamodb/
+
+# End of https://www.gitignore.io/api/node
diff --git a/contrib/cluster-local-storage-plugin/package.json b/contrib/cluster-local-storage-plugin/package.json
new file mode 100644
index 00000000..affa7831
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/package.json
@@ -0,0 +1,49 @@
+{
+  "name": "cluster-local-storage-plugin",
+  "version": "0.0.1",
+  "description": "A web portal plugin to manage cluster local storage.",
+  "main": "src/index.ts",
+  "scripts": {
+    "prebuild": "tslint --project .",
+    "build": "webpack --mode=production",
+    "dev": "webpack-dev-server --mode=development",
+    "start": "webpack-dev-server --mode=production"
+  },
+  "author": "Microsoft Corporation",
+  "repository": {
+    "type": "git",
+    "url": "git+https://github.com/Microsoft/pai.git"
+  },
+  "bugs": {
+    "url": "https://github.com/Microsoft/pai/issues"
+  },
+  "homepage": "https://github.com/Microsoft/pai#readme",
+  "license": "MIT",
+  "dependencies": {
+    "@microsoft/openpai-js-sdk": "file:../../src/openpai-js-sdk/microsoft-openpai-js-sdk-0.2.0.tgz",
+    "ajv": "^8.18.0",
+    "buffer": "^6.0.3",
+    "core-js": "^3.0.1",
+    "office-ui-fabric-react": "^6.162.1",
+    "process": "^0.11.10",
+    "react": "^16.8.4",
+    "react-dom": "^16.8.4",
+    "stream-browserify": "^3.0.0",
+    "util": "^0.12.5",
+    "whatwg-fetch": "^3.0.0"
+  },
+  "devDependencies": {
+    "@types/react": "^16.8.7",
+    "@types/react-dom": "^16.8.2",
+    "sass": "^1.69.0",
+    "sass-loader": "^13.0.0",
+    "ts-loader": "^9.0.0",
+    "ts-node": "^10.0.0",
+    "tslint": "^5.20.1",
+    "tslint-react": "^3.6.0",
+    "typescript": "^4.9.0",
+    "webpack": "^5.88.0",
+    "webpack-cli": "^5.1.0",
+    "webpack-dev-server": "^4.15.0"
+  }
+}
diff --git a/contrib/cluster-local-storage-plugin/src/App/form.tsx b/contrib/cluster-local-storage-plugin/src/App/form.tsx
new file mode 100644
index 00000000..987fc030
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/src/App/form.tsx
@@ -0,0 +1,496 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import React from "react";
+import {
+  ChoiceGroup, DefaultPalette, Dropdown, DropdownMenuItemType, IDropdownOption,
+  Fabric, IChoiceGroupOption, PrimaryButton, Stack, Spinner, SpinnerSize, Text,
+  TextField, Toggle, mergeStyleSets, getTheme,
+} from "office-ui-fabric-react";
+import { PAIV2 } from "@microsoft/openpai-js-sdk";
+
+import { initializeIconsOnce } from "../utils/icon-initializer";
+
+const theme = getTheme();
+const styles = mergeStyleSets({
+  form: {
+    width: "50%",
+    marginTop: "20px",
+    alignSelf: "center",
+    boxSizing: "border-box",
+    boxShadow: "0 5px 15px rgba(0, 0, 0, 0.2)",
+    borderStyle: "1px solid rgba(0, 0, 0, 0.2)",
+    borderRadius: "6px",
+    backgroundColor: DefaultPalette.white,
+  },
+
+  title: {
+    fontWeight: "600",
+  },
+
+  subTitle: {
+    fontSize: "16px",
+    fontWeight: "300",
+    color: DefaultPalette.neutralSecondary,
+  },
+
+  header: {
+    width: "80%",
+    paddingBottom: "20px",
+    borderBottom: `1px solid ${DefaultPalette.neutralLight}`,
+  },
+
+  footer: {
+    width: "80%",
+    paddingTop: "20px",
+    borderTop: `1px solid ${DefaultPalette.neutralLight}`,
+  },
+
+  item: {
+    width: "80%",
+    paddingRight: "20%",
+  },
+
+  operationItem: {
+    width: "80%",
+    paddingRight: "5px",
+  },
+
+  iconBase: {
+    marginBottom: "5px",
+    selectors: {
+      i: {
+        color: theme.palette.neutralSecondary,
+      },
+    },
+  },
+
+  iconChecked: {
+    selectors: {
+      i: {
+        color: theme.palette.themePrimary,
+      },
+    },
+  },
+
+  iconDisabled: {
+    selectors: {
+      i: {
+        color: theme.palette.neutralTertiary,
+      },
+    },
+  },
+});
+
+initializeIconsOnce();
+
+interface IFormProps {
+  api: string;
+  user: string;
+  token: string;
+  pluginId?: string;
+}
+
+interface IFormState {
+  endpoint: string;
+  cluster: string;
+  clusterlist: string[];
+  operation: string;
+  clstorePrefix: string;
+  clstorePath: string;
+  enableClstorePath: boolean;
+  blobDir: string;
+  blobToken: string;
+  showBlobCred: boolean;
+  enableBlobCred: boolean;
+  waiting: boolean;
+  loading: boolean;
+}
+
+export default class Form extends React.Component<IFormProps, IFormState> {
+  public state = {
+    endpoint: "",
+    cluster: "default",
+    clusterlist: [],
+    operation: "download",
+    clstorePrefix: "/clstore/",
+    clstorePath: "",
+    enableClstorePath: true,
+    blobDir: "",
+    blobToken: "",
+    showBlobCred: true,
+    enableBlobCred: true,
+    waiting: false,
+    loading: true,
+  };
+
+  private client = new PAIV2.OpenPAIClient({
+    username: this.props.user,
+    token: this.props.token,
+    rest_server_uri: new URL(this.props.api, window.location.href).href,
+  });
+
+  public componentDidMount() {
+    this.checkService();
+  }
+
+  public render() {
+    return this.state.loading ?
+      this.renderLoading() :
+      this.readerContent();
+  }
+
+  private renderLoading = () => {
+    return (
+      <Fabric>
+        <Stack>
+          <Stack gap={20} padding={20} horizontalAlign="center" className={styles.form}>
+            <Stack horizontal={true} horizontalAlign="center" className={styles.header}>
+              <Text variant="xxLarge" nowrap={true} block={true} className={styles.title}>
+                Cluster Local Storage Client <span className={styles.subTitle}>Preview</span>
+              </Text>
+            </Stack>
+            <Stack>
+              <Spinner
+                label="Loading ..."
+                ariaLive="assertive"
+                labelPosition="left"
+                size={SpinnerSize.large}
+              />
+            </Stack>
+          </Stack>
+        </Stack>
+      </Fabric>
+    );
+  }
+
+  private readerContent = () => {
+    const iconStyles = (p: any) => ({
+      iconWrapper: [
+        styles.iconBase,
+        p.checked && styles.iconChecked,
+        p.disabled && styles.iconDisabled,
+      ],
+    });
+
+    const operationOptions = [
+      {
+        key: "download",
+        iconProps: { iconName: "CloudDownload" },
+        text: "Download",
+        styles: iconStyles,
+      },
+      {
+        key: "delete",
+        iconProps: { iconName: "Delete" },
+        text: "Delete",
+        styles: iconStyles,
+      },
+      {
+        key: "size",
+        iconProps: { iconName: "BuildQueueNew" },
+        text: "Get Size",
+        styles: iconStyles,
+      },
+    ];
+
+    const clusterOptions = [
+      {
+        key: "clusterHeader",
+        text: "Clusters",
+        itemType: DropdownMenuItemType.Header,
+      },
+      ...this.state.clusterlist.map((c) => ({ key: c, text: c })),
+    ];
+
+    return (
+      <Fabric>
+        <Stack>
+          <Stack gap={20} padding={20} horizontalAlign="center" className={styles.form}>
+            <Stack horizontal={true} horizontalAlign="center" className={styles.header}>
+              <Text variant="xxLarge" nowrap={true} block={true} className={styles.title}>
+                Cluster Local Storage Client <span className={styles.subTitle}>Preview</span>
+              </Text>
+            </Stack>
+            <Stack className={styles.operationItem}>
+              <ChoiceGroup
+                label="Select one operation"
+                defaultSelectedKey="download"
+                options={operationOptions}
+                onChange={this.setOperation}
+                required={true}
+                disabled={this.state.waiting}
+              />
+            </Stack>
+            <Stack className={styles.item}>
+              <Dropdown
+                label="Clusters"
+                selectedKey={this.state.cluster}
+                placeholder="Select a cluster"
+                options={clusterOptions}
+                onChange={this.setCluster}
+                required={true}
+                disabled={this.state.waiting}
+              />
+            </Stack>
+            <Stack className={styles.item}>
+              <TextField
+                label="Storage Path"
+                prefix={this.state.clstorePrefix}
+                value={this.state.clstorePath}
+                onChange={this.setClstorePath}
+                required={this.state.enableClstorePath}
+                disabled={!this.state.enableClstorePath || this.state.waiting}
+              />
+            </Stack>
+            <Stack gap={10} className={styles.item}>
+              <Toggle
+                label="Azure Blob Credentials"
+                checked={this.state.showBlobCred}
+                onChange={this.toggleBlobCred}
+                inlineLabel={true}
+              />
+              {this.renderBlobCred()}
+            </Stack>
+            <Stack horizontal={true} horizontalAlign="end" className={styles.footer}>
+              {this.renderWaiting()}
+              <PrimaryButton
+                text="Execute"
+                onClick={this.executeOperation}
+                disabled={this.state.waiting}
+              />
+            </Stack>
+          </Stack>
+        </Stack>
+      </Fabric>
+    );
+  }
+
+  private checkService = async () => {
+    let clusterlist = [this.state.cluster];
+    try {
+      clusterlist = Object.keys(await this.client.virtualCluster.listVirtualClusters());
+    } catch (err) {
+      alert(`Failed to get virtual clusters: ${err instanceof Error ? err.message : String(err)}`);
+    }
+
+    const endpoint = new URL("cluster-local-storage", window.location.href).href;
+    try {
+      const res = await fetch(`${endpoint}/${this.state.cluster}/health`);
+      if (res.status !== 200) {
+        console.log(`Cannot connect to cluster local storage service, unexpected status: ${res.status}`);
+      }
+    } catch (err) {
+      console.log(`Unexpected Error: ${err instanceof Error ? err.message : String(err)}`);
+    }
+    this.setState({ endpoint, clusterlist, loading: false });
+  }
+
+  private setOperation = (_?: React.FormEvent<HTMLInputElement | HTMLElement>, option?: IChoiceGroupOption) => {
+    if (option !== undefined) {
+      this.setState({ operation: option.key }, () => {
+        switch (this.state.operation) {
+          case "download":
+            this.setState({
+              enableClstorePath: true,
+              enableBlobCred: true,
+            });
+            break;
+          case "delete":
+            this.setState({
+              enableClstorePath: true,
+              enableBlobCred: false,
+            });
+            break;
+          case "size":
+            this.setState({
+              enableClstorePath: false,
+              enableBlobCred: false,
+            });
+            break;
+        }
+      });
+    }
+  }
+
+  private setCluster = (_: React.FormEvent<HTMLDivElement>, item?: IDropdownOption) => {
+    if (item !== undefined) {
+      this.setState({ cluster: item.key as string });
+    }
+  }
+
+  private setClstorePath = (_: React.FormEvent<HTMLInputElement | HTMLTextAreaElement>, clstorePath?: string) => {
+    if (clstorePath !== undefined) {
+      this.setState({ clstorePath });
+    }
+  }
+
+  private toggleBlobCred = (_: React.MouseEvent<HTMLElement, MouseEvent>, checked?: boolean) => {
+    if (checked !== undefined) {
+      this.setState({ showBlobCred: checked });
+    }
+  }
+
+  private setBlobDir = (_: React.FormEvent<HTMLInputElement | HTMLTextAreaElement>, blobDir?: string) => {
+    if (blobDir !== undefined) {
+      this.setState({ blobDir });
+    }
+  }
+
+  private setBlobToken = (_: React.FormEvent<HTMLInputElement | HTMLTextAreaElement>, blobToken?: string) => {
+    if (blobToken !== undefined) {
+      this.setState({ blobToken });
+    }
+  }
+
+  private renderBlobCred = () => {
+    if (this.state.showBlobCred) {
+      return (
+        <>
+          <TextField
+            label="Azure Blob Directory"
+            iconProps={{ iconName: "Cloud" }}
+            value={this.state.blobDir}
+            onChange={this.setBlobDir}
+            required={this.state.enableBlobCred}
+            disabled={!this.state.enableBlobCred || this.state.waiting}
+          />
+          <TextField
+            label="Azure Blob SAS Token"
+            iconProps={{ iconName: "AzureKeyVault" }}
+            value={this.state.blobToken}
+            onChange={this.setBlobToken}
+            required={this.state.enableBlobCred}
+            disabled={!this.state.enableBlobCred || this.state.waiting}
+          />
+        </>
+      );
+    } else {
+      return (null);
+    }
+  }
+
+  private renderWaiting = () => {
+    if (this.state.waiting) {
+      let label = "Loading ...";
+      switch (this.state.operation) {
+        case "download":
+          label = "Downloading ...";
+          break;
+        case "delete":
+          label = "Deleting ...";
+          break;
+        case "size":
+          label = "Getting size ...";
+          break;
+      }
+      return (
+        <Stack.Item align="start" className={styles.item}>
+          <Spinner
+            label={label}
+            ariaLive="assertive"
+            labelPosition="left"
+            size={SpinnerSize.large}
+          />
+        </Stack.Item>
+      );
+    } else {
+      return (null);
+    }
+  }
+
+  private executeOperation = async (e: React.MouseEvent<HTMLButtonElement, MouseEvent>) => {
+    e.preventDefault();
+    try {
+      let res;
+      this.setState({ waiting: true });
+      switch (this.state.operation) {
+        case "download":
+          res = await this.executeDownload();
+          break;
+        case "delete":
+          res = await this.executeDelete();
+          break;
+        case "size":
+          res = await this.executeSize();
+          break;
+      }
+      if (!res) {
+        this.setState({ waiting: false });
+        return;
+      }
+
+      const data = await res.json();
+      if (res.status === 200) {
+        if (this.state.operation === "size") {
+          alert(`Success: size ${this.formatBytes(data.size)}`);
+        } else {
+          alert(`Success: ${data.success}`);
+        }
+      } else if (res.status === 423) {
+        alert(`Busy: please try again later`);
+      } else if (res.status === 500) {
+        alert(`Error: ${data.error}`);
+      } else {
+        alert(`Unexpected status: ${res.status}`);
+      }
+    } catch (err) {
+      alert(`Unexpected Error: ${err instanceof Error ? err.message : String(err)}`);
+    }
+    this.setState({ waiting: false });
+  }
+
+  private executeDownload = async () => {
+    if (this.state.clstorePath == null || this.state.clstorePath.trim() === "") {
+      alert(`Error: Storage path is empty.`);
+      return;
+    }
+    if (!this.state.blobDir || !this.state.blobToken) {
+      alert(`Error: Blob directory or token is empty.`);
+      return;
+    }
+    return fetch(`${this.state.endpoint}/${this.state.cluster}/storage`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({
+        path: this.state.clstorePath,
+        blob_dir: this.state.blobDir,
+        blob_token: this.state.blobToken,
+      }),
+    });
+  }
+
+  private executeDelete = async () => {
+    if (this.state.clstorePath == null || this.state.clstorePath.trim() === "") {
+      alert(`Error: Storage path is empty.`);
+      return;
+    }
+    return fetch(`${this.state.endpoint}/${this.state.cluster}/storage`, {
+      method: "DELETE",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ path: this.state.clstorePath }),
+    });
+  }
+
+  private executeSize = async () => {
+    return fetch(`${this.state.endpoint}/${this.state.cluster}/size`);
+  }
+
+  private formatBytes = (bytes: number | string, decimals: number = 3) => {
+    const UNITS_IEC = ["B", "KiB", "MiB", "GiB", "TiB"];
+    const n = Math.abs(Number(bytes));
+    if (!Number.isFinite(n)) {
+      return "-";
+    }
+    if (n === 0) {
+      return "0 B";
+    }
+    const i = Math.min(
+      Math.floor(Math.log(n) / Math.log(1024)),
+      UNITS_IEC.length - 1,
+    );
+    const val = n / 1024 ** i;
+    const formatted = (val < 10 ? val.toFixed(decimals) : Math.round(val).toString());
+    return `${formatted} ${UNITS_IEC[i]}`;
+  }
+}
diff --git a/contrib/cluster-local-storage-plugin/src/App/index.tsx b/contrib/cluster-local-storage-plugin/src/App/index.tsx
new file mode 100644
index 00000000..fe2df6eb
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/src/App/index.tsx
@@ -0,0 +1,23 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import React from "react";
+import Form from "./form";
+
+interface IProps {
+  api: string;
+  user: string;
+  token: string;
+  pluginId?: string;
+}
+
+export default function App({api, user, token, pluginId}: IProps) {
+  return (
+    <Form
+      api={api}
+      user={user}
+      token={token}
+      pluginId={pluginId}
+    />
+  );
+}
diff --git a/contrib/cluster-local-storage-plugin/src/index.ts b/contrib/cluster-local-storage-plugin/src/index.ts
new file mode 100644
index 00000000..cef26588
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/src/index.ts
@@ -0,0 +1,35 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import "core-js/stable";
+import "whatwg-fetch";
+
+import React from "react";
+import ReactDOM from "react-dom";
+
+import App from "./App";
+
+declare interface IWindow {
+  PAI_PLUGINS: Array<{ id?: string, uri?: string, title?: string }>;
+}
+
+class ProtocolPluginElement extends HTMLElement {
+  public connectedCallback() {
+    const api = this.getAttribute("pai-rest-server-uri") as string;
+    const user = this.getAttribute("pai-user") as string;
+    const token = this.getAttribute("pai-rest-server-token") as string;
+
+    const params = new URLSearchParams(window.location.search);
+    const plugins = (window as unknown as IWindow).PAI_PLUGINS;
+    const pluginIndex = Number(params.get("index")) || 0;
+    const pluginId = plugins[pluginIndex].id;
+
+    ReactDOM.render(React.createElement(App, {api, user, token, pluginId}), this);
+  }
+
+  public disconnectedCallback() {
+    ReactDOM.unmountComponentAtNode(this);
+  }
+}
+
+window.customElements.define("pai-plugin", ProtocolPluginElement);
diff --git a/contrib/cluster-local-storage-plugin/src/utils/icon-initializer.ts b/contrib/cluster-local-storage-plugin/src/utils/icon-initializer.ts
new file mode 100644
index 00000000..08135f42
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/src/utils/icon-initializer.ts
@@ -0,0 +1,27 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import { initializeIcons as fluentInitializeIcons } from "office-ui-fabric-react";
+
+// Global flag to ensure icons are only initialized once
+const ICONS_INITIALIZED_KEY = "__FLUENT_ICONS_INITIALIZED__";
+
+/**
+ * Initialize Fluent UI icons once globally
+ * This wrapper ensures initializeIcons is only called once across the entire application
+ * to prevent duplicate icon registration warnings
+ */
+export function initializeIconsOnce() {
+  // Check if icons have already been initialized
+  if (typeof window !== "undefined" && (window as any)[ICONS_INITIALIZED_KEY]) {
+    return;
+  }
+
+  // Mark as initialized before calling to prevent race conditions
+  if (typeof window !== "undefined") {
+    (window as any)[ICONS_INITIALIZED_KEY] = true;
+  }
+
+  // Initialize all Fluent UI MDL2 icons
+  fluentInitializeIcons();
+}
diff --git a/contrib/cluster-local-storage-plugin/tsconfig.json b/contrib/cluster-local-storage-plugin/tsconfig.json
new file mode 100644
index 00000000..07e1e472
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/tsconfig.json
@@ -0,0 +1,60 @@
+{
+  "compilerOptions": {
+    /* Basic Options */
+    "target": "es2016",                       /* Specify ECMAScript target version: 'ES3' (default), 'ES5', 'ES2015', 'ES2016', 'ES2017','ES2018' or 'ESNEXT'. */
+    "module": "ESNext",                       /* Specify module code generation: 'none', 'commonjs', 'amd', 'system', 'umd', 'es2015', or 'ESNext'. */
+    "lib": ["dom", "es2016"],                 /* Specify library files to be included in the compilation. */
+    // "allowJs": true,                       /* Allow javascript files to be compiled. */
+    // "checkJs": true,                       /* Report errors in .js files. */
+    "jsx": "react",                           /* Specify JSX code generation: 'preserve', 'react-native', or 'react'. */
+    // "declaration": true,                   /* Generates corresponding '.d.ts' file. */
+    // "declarationMap": true,                /* Generates a sourcemap for each corresponding '.d.ts' file. */
+    // "sourceMap": true,                     /* Generates corresponding '.map' file. */
+    // "outFile": "./",                       /* Concatenate and emit output to single file. */
+    // "outDir": "./",                        /* Redirect output structure to the directory. */
+    // "rootDir": "./",                       /* Specify the root directory of input files. Use to control the output directory structure with --outDir. */
+    // "composite": true,                     /* Enable project compilation */
+    // "removeComments": true,                /* Do not emit comments to output. */
+    // "noEmit": true,                        /* Do not emit outputs. */
+    // "importHelpers": true,                 /* Import emit helpers from 'tslib'. */
+    // "downlevelIteration": true,            /* Provide full support for iterables in 'for-of', spread, and destructuring when targeting 'ES5' or 'ES3'. */
+    // "isolatedModules": true,               /* Transpile each file as a separate module (similar to 'ts.transpileModule'). */
+
+    /* Strict Type-Checking Options */
+    "strict": true,                           /* Enable all strict type-checking options. */
+    // "noImplicitAny": true,                 /* Raise error on expressions and declarations with an implied 'any' type. */
+    // "strictNullChecks": true,              /* Enable strict null checks. */
+    // "strictFunctionTypes": true,           /* Enable strict checking of function types. */
+    // "strictBindCallApply": true,           /* Enable strict 'bind', 'call', and 'apply' methods on functions. */
+    // "strictPropertyInitialization": true,  /* Enable strict checking of property initialization in classes. */
+    // "noImplicitThis": true,                /* Raise error on 'this' expressions with an implied 'any' type. */
+    // "alwaysStrict": true,                  /* Parse in strict mode and emit "use strict" for each source file. */
+
+    /* Additional Checks */
+    // "noUnusedLocals": true,                /* Report errors on unused locals. */
+    // "noUnusedParameters": true,            /* Report errors on unused parameters. */
+    // "noImplicitReturns": true,             /* Report error when not all code paths in function return a value. */
+    // "noFallthroughCasesInSwitch": true,    /* Report errors for fallthrough cases in switch statement. */
+
+    /* Module Resolution Options */
+    "moduleResolution": "node",               /* Specify module resolution strategy: 'node' (Node.js) or 'classic' (TypeScript pre-1.6). */
+    // "baseUrl": "./",                       /* Base directory to resolve non-absolute module names. */
+    // "paths": {},                           /* A series of entries which re-map imports to lookup locations relative to the 'baseUrl'. */
+    // "rootDirs": [],                        /* List of root folders whose combined content represents the structure of the project at runtime. */
+    // "typeRoots": [],                       /* List of folders to include type definitions from. */
+    // "types": [],                           /* Type declaration files to be included in compilation. */
+    // "allowSyntheticDefaultImports": true,  /* Allow default imports from modules with no default export. This does not affect code emit, just typechecking. */
+    "esModuleInterop": true                   /* Enables emit interoperability between CommonJS and ES Modules via creation of namespace objects for all imports. Implies 'allowSyntheticDefaultImports'. */
+    // "preserveSymlinks": true,              /* Do not resolve the real path of symlinks. */
+
+    /* Source Map Options */
+    // "sourceRoot": "",                      /* Specify the location where debugger should locate TypeScript files instead of source locations. */
+    // "mapRoot": "",                         /* Specify the location where debugger should locate map files instead of generated locations. */
+    // "inlineSourceMap": true,               /* Emit a single file with source maps instead of having a separate file. */
+    // "inlineSources": true,                 /* Emit the source alongside the sourcemaps within a single file; requires '--inlineSourceMap' or '--sourceMap' to be set. */
+
+    /* Experimental Options */
+    // "experimentalDecorators": true,        /* Enables experimental support for ES7 decorators. */
+    // "emitDecoratorMetadata": true,         /* Enables experimental support for emitting type metadata for decorators. */
+  }
+}
diff --git a/contrib/cluster-local-storage-plugin/tslint.json b/contrib/cluster-local-storage-plugin/tslint.json
new file mode 100644
index 00000000..4aeecf03
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/tslint.json
@@ -0,0 +1,21 @@
+{
+  "defaultSeverity": "error",
+  "extends": [
+      "tslint:recommended",
+      "tslint-react"
+  ],
+  "jsRules": {},
+  "rules": {
+    "ordered-imports": false,
+    "object-literal-sort-keys": false,
+    "no-console": false,
+    "max-line-length": [
+      true,
+      {
+        "limit": 120,
+        "ignore-pattern": "//"
+      }
+    ]
+  },
+  "rulesDirectory": []
+}
diff --git a/contrib/cluster-local-storage-plugin/webpack.config.js b/contrib/cluster-local-storage-plugin/webpack.config.js
new file mode 100644
index 00000000..1028ab06
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/webpack.config.js
@@ -0,0 +1,70 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+const { resolve } = require("path");
+const webpack = require("webpack");
+
+const SRC_PATH = resolve(__dirname, "src");
+const OUTPUT_PATH = resolve(__dirname, "dist");
+
+const configuration = {
+  context: SRC_PATH,
+  entry: {
+    plugin: "./index.ts",
+  },
+  output: {
+    path: OUTPUT_PATH,
+    filename: "[name].js",
+    chunkFilename: "[id].chunk.js",
+    globalObject: "this",
+  },
+  module: {
+    rules: [
+      {
+        test: /\.tsx?$/,
+        use: "ts-loader",
+        exclude: /node_modules/,
+      },
+    ],
+  },
+  resolve: {
+    extensions: [".tsx", ".ts", ".js", ".json"],
+    alias: {
+      'process/browser': require.resolve('process/browser.js'),
+    },
+    fallback: {
+      fs: false,
+      net: false,
+      tls: false,
+      process: require.resolve('process/browser'),
+      buffer: require.resolve('buffer/'),
+      util: require.resolve("util/"),
+      stream: require.resolve("stream-browserify"),
+      http: false,
+      https: false,
+      zlib: false,
+      path: false,
+      crypto: false,
+      url: false,
+      querystring: false,
+      assert: false,
+    }
+  },
+  plugins: [
+    new webpack.IgnorePlugin({
+      resourceRegExp: /^esprima$/,
+      contextRegExp: /js-yaml/,
+    }),
+    new webpack.ProvidePlugin({
+      process: 'process/browser',
+      Buffer: ['buffer', 'Buffer'],
+    }),
+  ],
+  devServer: {
+    host: "0.0.0.0",
+    port: 9290,
+    static: false,
+  }
+};
+
+module.exports = configuration;
diff --git a/contrib/cluster-local-storage-plugin/yarn.lock b/contrib/cluster-local-storage-plugin/yarn.lock
new file mode 100644
index 00000000..b98c4715
--- /dev/null
+++ b/contrib/cluster-local-storage-plugin/yarn.lock
@@ -0,0 +1,3322 @@
+# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
+# yarn lockfile v1
+
+
+"@apidevtools/json-schema-ref-parser@14.0.1":
+  version "14.0.1"
+  resolved "https://registry.npmjs.org/@apidevtools/json-schema-ref-parser/-/json-schema-ref-parser-14.0.1.tgz"
+  integrity sha512-Oc96zvmxx1fqoSEdUmfmvvb59/KDOnUoJ7s2t7bISyAn0XEz57LCCw8k2Y4Pf3mwKaZLMciESALORLgfe2frCw==
+  dependencies:
+    "@types/json-schema" "^7.0.15"
+    js-yaml "^4.1.0"
+
+"@apidevtools/openapi-schemas@^2.1.0":
+  version "2.1.0"
+  resolved "https://registry.npmjs.org/@apidevtools/openapi-schemas/-/openapi-schemas-2.1.0.tgz"
+  integrity sha512-Zc1AlqrJlX3SlpupFGpiLi2EbteyP7fXmUOGup6/DnkRgjP9bgMM/ag+n91rsv0U1Gpz0H3VILA/o3bW7Ua6BQ==
+
+"@apidevtools/swagger-methods@^3.0.2":
+  version "3.0.2"
+  resolved "https://registry.npmjs.org/@apidevtools/swagger-methods/-/swagger-methods-3.0.2.tgz"
+  integrity sha512-QAkD5kK2b1WfjDS/UQn/qQkbwF31uqRjPTrsCs5ZG9BQGAkjwvqGFjjPqAuzac/IYzpPtRzjCP1WrTuAIjMrXg==
+
+"@apidevtools/swagger-parser@^12.1.0":
+  version "12.1.0"
+  resolved "https://registry.npmjs.org/@apidevtools/swagger-parser/-/swagger-parser-12.1.0.tgz"
+  integrity sha512-e5mJoswsnAX0jG+J09xHFYQXb/bUc5S3pLpMxUuRUA2H8T2kni3yEoyz2R3Dltw5f4A6j6rPNMpWTK+iVDFlng==
+  dependencies:
+    "@apidevtools/json-schema-ref-parser" "14.0.1"
+    "@apidevtools/openapi-schemas" "^2.1.0"
+    "@apidevtools/swagger-methods" "^3.0.2"
+    ajv "^8.17.1"
+    ajv-draft-04 "^1.0.0"
+    call-me-maybe "^1.0.2"
+
+"@azure/abort-controller@^2.0.0", "@azure/abort-controller@^2.1.2":
+  version "2.1.2"
+  resolved "https://registry.npmjs.org/@azure/abort-controller/-/abort-controller-2.1.2.tgz"
+  integrity sha512-nBrLsEWm4J2u5LpAPjxADTlq3trDgVZZXHNKabeXZtpq3d3AbN/KGO82R87rdDz5/lYB024rtEf10/q0urNgsA==
+  dependencies:
+    tslib "^2.6.2"
+
+"@azure/core-auth@^1.10.0", "@azure/core-auth@^1.9.0":
+  version "1.10.1"
+  resolved "https://registry.npmjs.org/@azure/core-auth/-/core-auth-1.10.1.tgz"
+  integrity sha512-ykRMW8PjVAn+RS6ww5cmK9U2CyH9p4Q88YJwvUslfuMmN98w/2rdGRLPqJYObapBCdzBVeDgYWdJnFPFb7qzpg==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-util" "^1.13.0"
+    tslib "^2.6.2"
+
+"@azure/core-client@^1.10.0", "@azure/core-client@^1.9.3":
+  version "1.10.1"
+  resolved "https://registry.npmjs.org/@azure/core-client/-/core-client-1.10.1.tgz"
+  integrity sha512-Nh5PhEOeY6PrnxNPsEHRr9eimxLwgLlpmguQaHKBinFYA/RU9+kOYVOQqOrTsCL+KSxrLLl1gD8Dk5BFW/7l/w==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-auth" "^1.10.0"
+    "@azure/core-rest-pipeline" "^1.22.0"
+    "@azure/core-tracing" "^1.3.0"
+    "@azure/core-util" "^1.13.0"
+    "@azure/logger" "^1.3.0"
+    tslib "^2.6.2"
+
+"@azure/core-http-compat@^2.2.0":
+  version "2.3.2"
+  resolved "https://registry.npmjs.org/@azure/core-http-compat/-/core-http-compat-2.3.2.tgz"
+  integrity sha512-Tf6ltdKzOJEgxZeWLCjMxrxbodB/ZeCbzzA1A2qHbhzAjzjHoBVSUeSl/baT/oHAxhc4qdqVaDKnc2+iE932gw==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+
+"@azure/core-lro@^2.2.0":
+  version "2.7.2"
+  resolved "https://registry.npmjs.org/@azure/core-lro/-/core-lro-2.7.2.tgz"
+  integrity sha512-0YIpccoX8m/k00O7mDDMdJpbr6mf1yWo2dfmxt5A8XVZVVMz2SSKaEbMCeJRvgQ0IaSlqhjT47p4hVIRRy90xw==
+  dependencies:
+    "@azure/abort-controller" "^2.0.0"
+    "@azure/core-util" "^1.2.0"
+    "@azure/logger" "^1.0.0"
+    tslib "^2.6.2"
+
+"@azure/core-paging@^1.6.2":
+  version "1.6.2"
+  resolved "https://registry.npmjs.org/@azure/core-paging/-/core-paging-1.6.2.tgz"
+  integrity sha512-YKWi9YuCU04B55h25cnOYZHxXYtEvQEbKST5vqRga7hWY9ydd3FZHdeQF8pyh+acWZvppw13M/LMGx0LABUVMA==
+  dependencies:
+    tslib "^2.6.2"
+
+"@azure/core-rest-pipeline@^1.19.1", "@azure/core-rest-pipeline@^1.22.0":
+  version "1.23.0"
+  resolved "https://registry.npmjs.org/@azure/core-rest-pipeline/-/core-rest-pipeline-1.23.0.tgz"
+  integrity sha512-Evs1INHo+jUjwHi1T6SG6Ua/LHOQBCLuKEEE6efIpt4ZOoNonaT1kP32GoOcdNDbfqsD2445CPri3MubBy5DEQ==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-auth" "^1.10.0"
+    "@azure/core-tracing" "^1.3.0"
+    "@azure/core-util" "^1.13.0"
+    "@azure/logger" "^1.3.0"
+    "@typespec/ts-http-runtime" "^0.3.4"
+    tslib "^2.6.2"
+
+"@azure/core-tracing@^1.2.0", "@azure/core-tracing@^1.3.0":
+  version "1.3.1"
+  resolved "https://registry.npmjs.org/@azure/core-tracing/-/core-tracing-1.3.1.tgz"
+  integrity sha512-9MWKevR7Hz8kNzzPLfX4EAtGM2b8mr50HPDBvio96bURP/9C+HjdH3sBlLSNNrvRAr5/k/svoH457gB5IKpmwQ==
+  dependencies:
+    tslib "^2.6.2"
+
+"@azure/core-util@^1.11.0", "@azure/core-util@^1.13.0", "@azure/core-util@^1.2.0":
+  version "1.13.1"
+  resolved "https://registry.npmjs.org/@azure/core-util/-/core-util-1.13.1.tgz"
+  integrity sha512-XPArKLzsvl0Hf0CaGyKHUyVgF7oDnhKoP85Xv6M4StF/1AhfORhZudHtOyf2s+FcbuQ9dPRAjB8J2KvRRMUK2A==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@typespec/ts-http-runtime" "^0.3.0"
+    tslib "^2.6.2"
+
+"@azure/core-xml@^1.4.5":
+  version "1.5.0"
+  resolved "https://registry.npmjs.org/@azure/core-xml/-/core-xml-1.5.0.tgz"
+  integrity sha512-D/sdlJBMJfx7gqoj66PKVmhDDaU6TKA49ptcolxdas29X7AfvLTmfAGLjAcIMBK7UZ2o4lygHIqVckOlQU3xWw==
+  dependencies:
+    fast-xml-parser "^5.0.7"
+    tslib "^2.8.1"
+
+"@azure/logger@^1.0.0", "@azure/logger@^1.1.4", "@azure/logger@^1.3.0":
+  version "1.3.0"
+  resolved "https://registry.npmjs.org/@azure/logger/-/logger-1.3.0.tgz"
+  integrity sha512-fCqPIfOcLE+CGqGPd66c8bZpwAji98tZ4JI9i/mlTNTlsIWslCfpg48s/ypyLxZTump5sypjrKn2/kY7q8oAbA==
+  dependencies:
+    "@typespec/ts-http-runtime" "^0.3.0"
+    tslib "^2.6.2"
+
+"@azure/storage-blob@^12.31.0":
+  version "12.31.0"
+  resolved "https://registry.npmjs.org/@azure/storage-blob/-/storage-blob-12.31.0.tgz"
+  integrity sha512-DBgNv10aCSxopt92DkTDD0o9xScXeBqPKGmR50FPZQaEcH4JLQ+GEOGEDv19V5BMkB7kxr+m4h6il/cCDPvmHg==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-auth" "^1.9.0"
+    "@azure/core-client" "^1.9.3"
+    "@azure/core-http-compat" "^2.2.0"
+    "@azure/core-lro" "^2.2.0"
+    "@azure/core-paging" "^1.6.2"
+    "@azure/core-rest-pipeline" "^1.19.1"
+    "@azure/core-tracing" "^1.2.0"
+    "@azure/core-util" "^1.11.0"
+    "@azure/core-xml" "^1.4.5"
+    "@azure/logger" "^1.1.4"
+    "@azure/storage-common" "^12.3.0"
+    events "^3.0.0"
+    tslib "^2.8.1"
+
+"@azure/storage-common@^12.3.0":
+  version "12.3.0"
+  resolved "https://registry.npmjs.org/@azure/storage-common/-/storage-common-12.3.0.tgz"
+  integrity sha512-/OFHhy86aG5Pe8dP5tsp+BuJ25JOAl9yaMU3WZbkeoiFMHFtJ7tu5ili7qEdBXNW9G5lDB19trwyI6V49F/8iQ==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-auth" "^1.9.0"
+    "@azure/core-http-compat" "^2.2.0"
+    "@azure/core-rest-pipeline" "^1.19.1"
+    "@azure/core-tracing" "^1.2.0"
+    "@azure/core-util" "^1.11.0"
+    "@azure/logger" "^1.1.4"
+    events "^3.3.0"
+    tslib "^2.8.1"
+
+"@babel/code-frame@^7.0.0":
+  version "7.5.5"
+  resolved "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.5.5.tgz"
+  integrity sha512-27d4lZoomVyo51VegxI20xZPuSHusqbQag/ztrBC7wegWoQ1nLREPVSKSW8byhTlzTKyNE4ifaTA6lCp7JjpFw==
+  dependencies:
+    "@babel/highlight" "^7.0.0"
+
+"@babel/highlight@^7.0.0":
+  version "7.5.0"
+  resolved "https://registry.npmjs.org/@babel/highlight/-/highlight-7.5.0.tgz"
+  integrity sha512-7dV4eu9gBxoM0dAnj/BCFDW9LFU0zvTrkq0ugM7pnHEgguOEeOz1so2ZghEdzviYzQEED0r4EAgpsBChKy1TRQ==
+  dependencies:
+    chalk "^2.0.0"
+    esutils "^2.0.2"
+    js-tokens "^4.0.0"
+
+"@cspotcode/source-map-support@^0.8.0":
+  version "0.8.1"
+  resolved "https://registry.npmjs.org/@cspotcode/source-map-support/-/source-map-support-0.8.1.tgz"
+  integrity sha512-IchNf6dN4tHoMFIn/7OE8LWZ19Y6q/67Bmf6vnGREv8RSbBVb9LPJxEcnwrcwX6ixSvaiGoomAUvu4YSxXrVgw==
+  dependencies:
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+    neo-async "^2.6.2"
+    schema-utils "^4.3.3"
+    tapable "^2.3.0"
+    terser-webpack-plugin "^5.3.17"
+    watchpack "^2.5.1"
+    webpack-sources "^3.3.4"
+
+websocket-driver@^0.7.4, websocket-driver@>=0.5.1:
+  version "0.7.4"
+  resolved "https://registry.npmjs.org/websocket-driver/-/websocket-driver-0.7.4.tgz"
+  integrity sha512-b17KeDIQVjvb0ssuSDF2cYXSg2iztliJ4B9WdsuB6J952qCPKmnVq4DyW5motImXHDC1cBT/1UezrJVsKw5zjg==
+  dependencies:
+    http-parser-js ">=0.5.1"
+    safe-buffer ">=5.1.0"
+    websocket-extensions ">=0.1.1"
+
+websocket-extensions@>=0.1.1:
+  version "0.1.4"
+  resolved "https://registry.npmjs.org/websocket-extensions/-/websocket-extensions-0.1.4.tgz"
+  integrity sha512-OqedPIGOfsDlo31UNwYbCFMSaO9m9G/0faIHj5/dZFDMFqPTcx6UwqyOy3COEaEOg/9VsGIpdqn62W5KhoKSpg==
+
+whatwg-fetch@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.0.0.tgz"
+  integrity sha512-9GSJUgz1D4MfyKU7KRqwOjXCXTqWdFNvEr7eUBYchQiVc744mqK/MzXPNR2WsPkmkOa4ywfg8C2n8h+13Bey1Q==
+
+which-typed-array@^1.1.16, which-typed-array@^1.1.2:
+  version "1.1.20"
+  resolved "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.20.tgz"
+  integrity sha512-LYfpUkmqwl0h9A2HL09Mms427Q1RZWuOHsukfVcKRq9q95iQxdw0ix1JQrqbcDR9PH1QDwf5Qo8OZb5lksZ8Xg==
+  dependencies:
+    available-typed-arrays "^1.0.7"
+    call-bind "^1.0.8"
+    call-bound "^1.0.4"
+    for-each "^0.3.5"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
+    has-tostringtag "^1.0.2"
+
+which@^2.0.1:
+  version "2.0.2"
+  resolved "https://registry.npmjs.org/which/-/which-2.0.2.tgz"
+  integrity sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==
+  dependencies:
+    isexe "^2.0.0"
+
+wildcard@^2.0.0:
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/wildcard/-/wildcard-2.0.1.tgz"
+  integrity sha512-CC1bOL87PIWSBhDcTrdeLo6eGT7mCFtrg0uIJtqJUFyK+eJnzl8A1niH56uu7KMa5XFrtiV+AQuHO3n7DsHnLQ==
+
+wrappy@1:
+  version "1.0.2"
+  resolved "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz"
+  integrity sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8= sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==
+
+ws@^8.13.0:
+  version "8.20.0"
+  resolved "https://registry.npmjs.org/ws/-/ws-8.20.0.tgz"
+  integrity sha512-sAt8BhgNbzCtgGbt2OxmpuryO63ZoDk/sqaB/znQm94T4fCEsy/yV+7CdC1kJhOU9lboAEU7R3kquuycDoibVA==
+
+yn@3.1.1:
+  version "3.1.1"
+  resolved "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz"
+  integrity sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==
diff --git a/contrib/copilot-plugin/.gitignore b/contrib/copilot-plugin/.gitignore
new file mode 100644
index 00000000..95004389
--- /dev/null
+++ b/contrib/copilot-plugin/.gitignore
@@ -0,0 +1,46 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# production
+/build
+
+# misc
+.DS_Store
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# production
+/build
+
+# misc
+.DS_Store
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
diff --git a/contrib/copilot-plugin/README.md b/contrib/copilot-plugin/README.md
new file mode 100644
index 00000000..fef567d9
--- /dev/null
+++ b/contrib/copilot-plugin/README.md
@@ -0,0 +1,53 @@
+# Copilot Plugin
+
+A plugin to interact with LTP Copilot.
+
+## Usage
+
+This plugin is used to interact with PAI models via conversations.
+
+It provides a interface to send messages to the model and receive responses, allowing users to have a conversational experience with the deployed models.
+
+Note the supported jobs should be named with the keyword `model-serving`, and the job should be in `Running` state.
+
+## Build
+
+```sh
+cd pai/contrib/copilot-plugin
+npm install
+npm run build
+```
+
+The built files will be located in `build/static/`.
+
+## Deployment
+
+Put the built plugin files to a static file server that is accessible by the user.
+Read [PLUGINS](https://openpai.readthedocs.io/en/latest/manual/cluster-admin/how-to-customize-cluster-by-plugins.html) for details.
+
+Append the following plugin configuration block to the `webportal.plugins` section of `service-configuration.yaml` file.
+
+```yaml
+webportal:
+  plugins:
+  - id: copilot-plugin
+    title: Copilot Plugin
+    uri: https://quge009.github.io/c-plugin/build/static/js/main.js
+    token: # token for model serving job
+```
+
+## Development
+
+```sh
+cd pai/contrib/copilot-plugin
+npm install
+npm start
+npm run start:user1
+npm run start:user2
+```
+
+Configure the plugin of webportal env file with the uri `http://localhost:9090/plugin.js`.
+
+## License
+
+Refer to [LICENSE](../../LICENSE)
diff --git a/contrib/copilot-plugin/config/env.js b/contrib/copilot-plugin/config/env.js
new file mode 100644
index 00000000..32320e0b
--- /dev/null
+++ b/contrib/copilot-plugin/config/env.js
@@ -0,0 +1,107 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+const fs = require('fs');
+const path = require('path');
+const paths = require('./paths');
+
+// Make sure that including paths.js after env.js will read .env variables.
+delete require.cache[require.resolve('./paths')];
+
+const NODE_ENV = process.env.NODE_ENV;
+if (!NODE_ENV) {
+  throw new Error(
+    'The NODE_ENV environment variable is required but was not specified.'
+  );
+}
+
+// https://github.com/bkeepers/dotenv#what-other-env-files-can-i-use
+const dotenvFiles = [
+  `${paths.dotenv}.${NODE_ENV}.local`,
+  // Don't include `.env.local` for `test` environment
+  // since normally you expect tests to produce the same
+  // results for everyone
+  NODE_ENV !== 'test' && `${paths.dotenv}.local`,
+  `${paths.dotenv}.${NODE_ENV}`,
+  paths.dotenv,
+].filter(Boolean);
+
+// Load environment variables from .env* files. Suppress warnings using silent
+// if this file is missing. dotenv will never modify any environment variables
+// that have already been set.  Variable expansion is supported in .env files.
+// https://github.com/motdotla/dotenv
+// https://github.com/motdotla/dotenv-expand
+dotenvFiles.forEach(dotenvFile => {
+  if (fs.existsSync(dotenvFile)) {
+    require('dotenv-expand')(
+      require('dotenv').config({
+        path: dotenvFile,
+      })
+    );
+  }
+});
+
+// We support resolving modules according to `NODE_PATH`.
+// This lets you use absolute paths in imports inside large monorepos:
+// https://github.com/facebook/create-react-app/issues/253.
+// It works similar to `NODE_PATH` in Node itself:
+// https://nodejs.org/api/modules.html#modules_loading_from_the_global_folders
+// Note that unlike in Node, only *relative* paths from `NODE_PATH` are honored.
+// Otherwise, we risk importing Node.js core modules into an app instead of webpack shims.
+// https://github.com/facebook/create-react-app/issues/1023#issuecomment-265344421
+// We also resolve them to make sure all tools using them work consistently.
+const appDirectory = fs.realpathSync(process.cwd());
+process.env.NODE_PATH = (process.env.NODE_PATH || '')
+  .split(path.delimiter)
+  .filter(folder => folder && !path.isAbsolute(folder))
+  .map(folder => path.resolve(appDirectory, folder))
+  .join(path.delimiter);
+
+// Grab NODE_ENV and REACT_APP_* environment variables and prepare them to be
+// injected into the application via DefinePlugin in webpack configuration.
+const REACT_APP = /^REACT_APP_/i;
+
+function getClientEnvironment(publicUrl) {
+  const raw = Object.keys(process.env)
+    .filter(key => REACT_APP.test(key))
+    .reduce(
+      (env, key) => {
+        env[key] = process.env[key];
+        return env;
+      },
+      {
+        // Useful for determining whether we’re running in production mode.
+        // Most importantly, it switches React into the correct mode.
+        NODE_ENV: process.env.NODE_ENV || 'development',
+        // Useful for resolving the correct path to static assets in `public`.
+        // For example, <img src={process.env.PUBLIC_URL + '/img/logo.png'} />.
+        // This should only be used as an escape hatch. Normally you would put
+        // images into the `src` and `import` them in code to get their paths.
+        PUBLIC_URL: publicUrl,
+        // We support configuring the sockjs pathname during development.
+        // These settings let a developer run multiple simultaneous projects.
+        // They are used as the connection `hostname`, `pathname` and `port`
+        // in webpackHotDevClient. They are used as the `sockHost`, `sockPath`
+        // and `sockPort` options in webpack-dev-server.
+        WDS_SOCKET_HOST: process.env.WDS_SOCKET_HOST,
+        WDS_SOCKET_PATH: process.env.WDS_SOCKET_PATH,
+        WDS_SOCKET_PORT: process.env.WDS_SOCKET_PORT,
+        // Whether or not react-refresh is enabled.
+        // It is defined here so it is available in the webpackHotDevClient.
+        FAST_REFRESH: process.env.FAST_REFRESH !== 'false',
+      }
+    );
+  // Stringify all values so we can feed into webpack DefinePlugin
+  const stringified = {
+    'process.env': Object.keys(raw).reduce((env, key) => {
+      env[key] = JSON.stringify(raw[key]);
+      return env;
+    }, {}),
+  };
+
+  return { raw, stringified };
+}
+
+module.exports = getClientEnvironment;
diff --git a/contrib/copilot-plugin/config/getHttpsConfig.js b/contrib/copilot-plugin/config/getHttpsConfig.js
new file mode 100644
index 00000000..1d675f04
--- /dev/null
+++ b/contrib/copilot-plugin/config/getHttpsConfig.js
@@ -0,0 +1,69 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+const fs = require('fs');
+const path = require('path');
+const crypto = require('crypto');
+const chalk = require('react-dev-utils/chalk');
+const paths = require('./paths');
+
+// Ensure the certificate and key provided are valid and if not
+// throw an easy to debug error
+function validateKeyAndCerts({ cert, key, keyFile, crtFile }) {
+  let encrypted;
+  try {
+    // publicEncrypt will throw an error with an invalid cert
+    encrypted = crypto.publicEncrypt(cert, Buffer.from('test'));
+  } catch (err) {
+    throw new Error(
+      `The certificate "${chalk.yellow(crtFile)}" is invalid.\n${err.message}`
+    );
+  }
+
+  try {
+    // privateDecrypt will throw an error with an invalid key
+    crypto.privateDecrypt(key, encrypted);
+  } catch (err) {
+    throw new Error(
+      `The certificate key "${chalk.yellow(keyFile)}" is invalid.\n${
+        err.message
+      }`
+    );
+  }
+}
+
+// Read file and throw an error if it doesn't exist
+function readEnvFile(file, type) {
+  if (!fs.existsSync(file)) {
+    throw new Error(
+      `You specified ${chalk.cyan(
+        type
+      )} in your env, but the file "${chalk.yellow(file)}" can't be found.`
+    );
+  }
+  return fs.readFileSync(file);
+}
+
+// Get the https config
+// Return cert files if provided in env, otherwise just true or false
+function getHttpsConfig() {
+  const { SSL_CRT_FILE, SSL_KEY_FILE, HTTPS } = process.env;
+  const isHttps = HTTPS === 'true';
+
+  if (isHttps && SSL_CRT_FILE && SSL_KEY_FILE) {
+    const crtFile = path.resolve(paths.appPath, SSL_CRT_FILE);
+    const keyFile = path.resolve(paths.appPath, SSL_KEY_FILE);
+    const config = {
+      cert: readEnvFile(crtFile, 'SSL_CRT_FILE'),
+      key: readEnvFile(keyFile, 'SSL_KEY_FILE'),
+    };
+
+    validateKeyAndCerts({ ...config, keyFile, crtFile });
+    return config;
+  }
+  return isHttps;
+}
+
+module.exports = getHttpsConfig;
diff --git a/contrib/copilot-plugin/config/jest/babelTransform.js b/contrib/copilot-plugin/config/jest/babelTransform.js
new file mode 100644
index 00000000..e33f7f83
--- /dev/null
+++ b/contrib/copilot-plugin/config/jest/babelTransform.js
@@ -0,0 +1,32 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+const babelJest = require('babel-jest').default;
+
+const hasJsxRuntime = (() => {
+  if (process.env.DISABLE_NEW_JSX_TRANSFORM === 'true') {
+    return false;
+  }
+
+  try {
+    require.resolve('react/jsx-runtime');
+    return true;
+  } catch (e) {
+    return false;
+  }
+})();
+
+module.exports = babelJest.createTransformer({
+  presets: [
+    [
+      require.resolve('babel-preset-react-app'),
+      {
+        runtime: hasJsxRuntime ? 'automatic' : 'classic',
+      },
+    ],
+  ],
+  babelrc: false,
+  configFile: false,
+});
diff --git a/contrib/copilot-plugin/config/jest/cssTransform.js b/contrib/copilot-plugin/config/jest/cssTransform.js
new file mode 100644
index 00000000..c0333676
--- /dev/null
+++ b/contrib/copilot-plugin/config/jest/cssTransform.js
@@ -0,0 +1,17 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+// This is a custom Jest transformer turning style imports into empty objects.
+// http://facebook.github.io/jest/docs/en/webpack.html
+
+module.exports = {
+  process() {
+    return 'module.exports = {};';
+  },
+  getCacheKey() {
+    // The output is always the same.
+    return 'cssTransform';
+  },
+};
diff --git a/contrib/copilot-plugin/config/jest/fileTransform.js b/contrib/copilot-plugin/config/jest/fileTransform.js
new file mode 100644
index 00000000..d73c0ff8
--- /dev/null
+++ b/contrib/copilot-plugin/config/jest/fileTransform.js
@@ -0,0 +1,43 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+const path = require('path');
+const camelcase = require('camelcase');
+
+// This is a custom Jest transformer turning file imports into filenames.
+// http://facebook.github.io/jest/docs/en/webpack.html
+
+module.exports = {
+  process(src, filename) {
+    const assetFilename = JSON.stringify(path.basename(filename));
+
+    if (filename.match(/\.svg$/)) {
+      // Based on how SVGR generates a component name:
+      // https://github.com/smooth-code/svgr/blob/01b194cf967347d43d4cbe6b434404731b87cf27/packages/core/src/state.js#L6
+      const pascalCaseFilename = camelcase(path.parse(filename).name, {
+        pascalCase: true,
+      });
+      const componentName = `Svg${pascalCaseFilename}`;
+      return `const React = require('react');
+      module.exports = {
+        __esModule: true,
+        default: ${assetFilename},
+        ReactComponent: React.forwardRef(function ${componentName}(props, ref) {
+          return {
+            $$typeof: Symbol.for('react.element'),
+            type: 'svg',
+            ref: ref,
+            key: null,
+            props: Object.assign({}, props, {
+              children: ${assetFilename}
+            })
+          };
+        }),
+      };`;
+    }
+
+    return `module.exports = ${assetFilename};`;
+  },
+};
diff --git a/contrib/copilot-plugin/config/modules.js b/contrib/copilot-plugin/config/modules.js
new file mode 100644
index 00000000..06e62f48
--- /dev/null
+++ b/contrib/copilot-plugin/config/modules.js
@@ -0,0 +1,137 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+const fs = require('fs');
+const path = require('path');
+const paths = require('./paths');
+const chalk = require('react-dev-utils/chalk');
+const resolve = require('resolve');
+
+/**
+ * Get additional module paths based on the baseUrl of a compilerOptions object.
+ *
+ * @param {Object} options
+ */
+function getAdditionalModulePaths(options = {}) {
+  const baseUrl = options.baseUrl;
+
+  if (!baseUrl) {
+    return '';
+  }
+
+  const baseUrlResolved = path.resolve(paths.appPath, baseUrl);
+
+  // We don't need to do anything if `baseUrl` is set to `node_modules`. This is
+  // the default behavior.
+  if (path.relative(paths.appNodeModules, baseUrlResolved) === '') {
+    return null;
+  }
+
+  // Allow the user set the `baseUrl` to `appSrc`.
+  if (path.relative(paths.appSrc, baseUrlResolved) === '') {
+    return [paths.appSrc];
+  }
+
+  // If the path is equal to the root directory we ignore it here.
+  // We don't want to allow importing from the root directly as source files are
+  // not transpiled outside of `src`. We do allow importing them with the
+  // absolute path (e.g. `src/Components/Button.js`) but we set that up with
+  // an alias.
+  if (path.relative(paths.appPath, baseUrlResolved) === '') {
+    return null;
+  }
+
+  // Otherwise, throw an error.
+  throw new Error(
+    chalk.red.bold(
+      "Your project's `baseUrl` can only be set to `src` or `node_modules`." +
+        ' Create React App does not support other values at this time.'
+    )
+  );
+}
+
+/**
+ * Get webpack aliases based on the baseUrl of a compilerOptions object.
+ *
+ * @param {*} options
+ */
+function getWebpackAliases(options = {}) {
+  const baseUrl = options.baseUrl;
+
+  if (!baseUrl) {
+    return {};
+  }
+
+  const baseUrlResolved = path.resolve(paths.appPath, baseUrl);
+
+  if (path.relative(paths.appPath, baseUrlResolved) === '') {
+    return {
+      src: paths.appSrc,
+    };
+  }
+}
+
+/**
+ * Get jest aliases based on the baseUrl of a compilerOptions object.
+ *
+ * @param {*} options
+ */
+function getJestAliases(options = {}) {
+  const baseUrl = options.baseUrl;
+
+  if (!baseUrl) {
+    return {};
+  }
+
+  const baseUrlResolved = path.resolve(paths.appPath, baseUrl);
+
+  if (path.relative(paths.appPath, baseUrlResolved) === '') {
+    return {
+      '^src/(.*)$': '<rootDir>/src/$1',
+    };
+  }
+}
+
+function getModules() {
+  // Check if TypeScript is setup
+  const hasTsConfig = fs.existsSync(paths.appTsConfig);
+  const hasJsConfig = fs.existsSync(paths.appJsConfig);
+
+  if (hasTsConfig && hasJsConfig) {
+    throw new Error(
+      'You have both a tsconfig.json and a jsconfig.json. If you are using TypeScript please remove your jsconfig.json file.'
+    );
+  }
+
+  let config;
+
+  // If there's a tsconfig.json we assume it's a
+  // TypeScript project and set up the config
+  // based on tsconfig.json
+  if (hasTsConfig) {
+    const ts = require(resolve.sync('typescript', {
+      basedir: paths.appNodeModules,
+    }));
+    config = ts.readConfigFile(paths.appTsConfig, ts.sys.readFile).config;
+    // Otherwise we'll check if there is jsconfig.json
+    // for non TS projects.
+  } else if (hasJsConfig) {
+    config = require(paths.appJsConfig);
+  }
+
+  config = config || {};
+  const options = config.compilerOptions || {};
+
+  const additionalModulePaths = getAdditionalModulePaths(options);
+
+  return {
+    additionalModulePaths: additionalModulePaths,
+    webpackAliases: getWebpackAliases(options),
+    jestAliases: getJestAliases(options),
+    hasTsConfig,
+  };
+}
+
+module.exports = getModules();
diff --git a/contrib/copilot-plugin/config/paths.js b/contrib/copilot-plugin/config/paths.js
new file mode 100644
index 00000000..1cc2d960
--- /dev/null
+++ b/contrib/copilot-plugin/config/paths.js
@@ -0,0 +1,80 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+const path = require('path');
+const fs = require('fs');
+const getPublicUrlOrPath = require('react-dev-utils/getPublicUrlOrPath');
+
+// Make sure any symlinks in the project folder are resolved:
+// https://github.com/facebook/create-react-app/issues/637
+const appDirectory = fs.realpathSync(process.cwd());
+const resolveApp = relativePath => path.resolve(appDirectory, relativePath);
+
+// We use `PUBLIC_URL` environment variable or "homepage" field to infer
+// "public path" at which the app is served.
+// webpack needs to know it to put the right <script> hrefs into HTML even in
+// single-page apps that may serve index.html for nested URLs like /todos/42.
+// We can't use a relative path in HTML because we don't want to load something
+// like /todos/42/static/js/bundle.7289d.js. We have to know the root.
+const publicUrlOrPath = getPublicUrlOrPath(
+  process.env.NODE_ENV === 'development',
+  require(resolveApp('package.json')).homepage,
+  process.env.PUBLIC_URL
+);
+
+const buildPath = process.env.BUILD_PATH || 'build';
+
+const moduleFileExtensions = [
+  'web.mjs',
+  'mjs',
+  'web.js',
+  'js',
+  'web.ts',
+  'ts',
+  'web.tsx',
+  'tsx',
+  'json',
+  'web.jsx',
+  'jsx',
+];
+
+// Resolve file paths in the same order as webpack
+const resolveModule = (resolveFn, filePath) => {
+  const extension = moduleFileExtensions.find(extension =>
+    fs.existsSync(resolveFn(`${filePath}.${extension}`))
+  );
+
+  if (extension) {
+    return resolveFn(`${filePath}.${extension}`);
+  }
+
+  return resolveFn(`${filePath}.js`);
+};
+
+// config after eject: we're in ./config/
+module.exports = {
+  dotenv: resolveApp('.env'),
+  appPath: resolveApp('.'),
+  appBuild: resolveApp(buildPath),
+  appPublic: resolveApp('public'),
+  appHtml: resolveApp('public/index.html'),
+  appIndexJs: resolveModule(resolveApp, 'src/index'),
+  appPackageJson: resolveApp('package.json'),
+  appSrc: resolveApp('src'),
+  appTsConfig: resolveApp('tsconfig.json'),
+  appJsConfig: resolveApp('jsconfig.json'),
+  yarnLockFile: resolveApp('yarn.lock'),
+  testsSetup: resolveModule(resolveApp, 'src/setupTests'),
+  proxySetup: resolveApp('src/setupProxy.js'),
+  appNodeModules: resolveApp('node_modules'),
+  appWebpackCache: resolveApp('node_modules/.cache'),
+  appTsBuildInfoFile: resolveApp('node_modules/.cache/tsconfig.tsbuildinfo'),
+  swSrc: resolveModule(resolveApp, 'src/service-worker'),
+  publicUrlOrPath,
+};
+
+
+
+module.exports.moduleFileExtensions = moduleFileExtensions;
diff --git a/contrib/copilot-plugin/config/webpack.config.js b/contrib/copilot-plugin/config/webpack.config.js
new file mode 100644
index 00000000..cbb8a852
--- /dev/null
+++ b/contrib/copilot-plugin/config/webpack.config.js
@@ -0,0 +1,796 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+const fs = require('fs');
+const path = require('path');
+const webpack = require('webpack');
+const resolve = require('resolve');
+const HtmlWebpackPlugin = require('html-webpack-plugin');
+const CaseSensitivePathsPlugin = require('case-sensitive-paths-webpack-plugin');
+const InlineChunkHtmlPlugin = require('react-dev-utils/InlineChunkHtmlPlugin');
+const TerserPlugin = require('terser-webpack-plugin');
+const MiniCssExtractPlugin = require('mini-css-extract-plugin');
+const CssMinimizerPlugin = require('css-minimizer-webpack-plugin');
+const { WebpackManifestPlugin } = require('webpack-manifest-plugin');
+const InterpolateHtmlPlugin = require('react-dev-utils/InterpolateHtmlPlugin');
+const WorkboxWebpackPlugin = require('workbox-webpack-plugin');
+const ModuleScopePlugin = require('react-dev-utils/ModuleScopePlugin');
+const getCSSModuleLocalIdent = require('react-dev-utils/getCSSModuleLocalIdent');
+const ESLintPlugin = require('eslint-webpack-plugin');
+const paths = require('./paths');
+const modules = require('./modules');
+const getClientEnvironment = require('./env');
+const ModuleNotFoundPlugin = require('react-dev-utils/ModuleNotFoundPlugin');
+const ForkTsCheckerWebpackPlugin =
+  process.env.TSC_COMPILE_ON_ERROR === 'true'
+    ? require('react-dev-utils/ForkTsCheckerWarningWebpackPlugin')
+    : require('react-dev-utils/ForkTsCheckerWebpackPlugin');
+const ReactRefreshWebpackPlugin = require('@pmmmwh/react-refresh-webpack-plugin');
+
+const createEnvironmentHash = require('./webpack/persistentCache/createEnvironmentHash');
+const { split } = require('postcss/lib/list');
+
+// Source maps are resource heavy and can cause out of memory issue for large source files.
+const shouldUseSourceMap = process.env.GENERATE_SOURCEMAP !== 'false';
+
+const reactRefreshRuntimeEntry = require.resolve('react-refresh/runtime');
+const reactRefreshWebpackPluginRuntimeEntry = require.resolve(
+  '@pmmmwh/react-refresh-webpack-plugin'
+);
+const babelRuntimeEntry = require.resolve('babel-preset-react-app');
+const babelRuntimeEntryHelpers = require.resolve(
+  '@babel/runtime/helpers/esm/assertThisInitialized',
+  { paths: [babelRuntimeEntry] }
+);
+const babelRuntimeRegenerator = require.resolve('@babel/runtime/regenerator', {
+  paths: [babelRuntimeEntry],
+});
+
+// Some apps do not need the benefits of saving a web request, so not inlining the chunk
+// makes for a smoother build process.
+const shouldInlineRuntimeChunk = process.env.INLINE_RUNTIME_CHUNK !== 'false';
+
+const emitErrorsAsWarnings = process.env.ESLINT_NO_DEV_ERRORS === 'true';
+const disableESLintPlugin = process.env.DISABLE_ESLINT_PLUGIN === 'true';
+
+const imageInlineSizeLimit = parseInt(
+  process.env.IMAGE_INLINE_SIZE_LIMIT || '10000'
+);
+
+// Check if TypeScript is setup
+const useTypeScript = fs.existsSync(paths.appTsConfig);
+
+// Check if Tailwind config exists
+const useTailwind = fs.existsSync(
+  path.join(paths.appPath, 'tailwind.config.js')
+);
+
+// Get the path to the uncompiled service worker (if it exists).
+const swSrc = paths.swSrc;
+
+// style files regexes
+const cssRegex = /\.css$/;
+const cssModuleRegex = /\.module\.css$/;
+const sassRegex = /\.(scss|sass)$/;
+const sassModuleRegex = /\.module\.(scss|sass)$/;
+
+const hasJsxRuntime = (() => {
+  if (process.env.DISABLE_NEW_JSX_TRANSFORM === 'true') {
+    return false;
+  }
+
+  try {
+    require.resolve('react/jsx-runtime');
+    return true;
+  } catch (e) {
+    return false;
+  }
+})();
+
+// This is the production and development configuration.
+// It is focused on developer experience, fast rebuilds, and a minimal bundle.
+module.exports = function (webpackEnv) {
+  const isEnvDevelopment = webpackEnv === 'development';
+  const isEnvProduction = webpackEnv === 'production';
+
+  // Variable used for enabling profiling in Production
+  // passed into alias object. Uses a flag if passed into the build command
+  const isEnvProductionProfile =
+    isEnvProduction && process.argv.includes('--profile');
+
+  // We will provide `paths.publicUrlOrPath` to our app
+  // as %PUBLIC_URL% in `index.html` and `process.env.PUBLIC_URL` in JavaScript.
+  // Omit trailing slash as %PUBLIC_URL%/xyz looks better than %PUBLIC_URL%xyz.
+  // Get environment variables to inject into our app.
+  const env = getClientEnvironment(paths.publicUrlOrPath.slice(0, -1));
+
+  const shouldUseReactRefresh = env.raw.FAST_REFRESH;
+
+  // common function to get style loaders
+  const getStyleLoaders = (cssOptions, preProcessor) => {
+    const loaders = [
+      isEnvDevelopment && require.resolve('style-loader'),
+      require.resolve('style-loader'),
+      // isEnvProduction && {
+      //   loader: MiniCssExtractPlugin.loader,
+      //   // css is located in `static/css`, use '../../' to locate index.html folder
+      //   // in production `paths.publicUrlOrPath` can be a relative path
+      //   options: paths.publicUrlOrPath.startsWith('.')
+      //     ? { publicPath: '../../' }
+      //     : {},
+      // },
+      {
+        loader: require.resolve('css-loader'),
+        options: cssOptions,
+      },
+      {
+        // Options for PostCSS as we reference these options twice
+        // Adds vendor prefixing based on your specified browser support in
+        // package.json
+        loader: require.resolve('postcss-loader'),
+        options: {
+          postcssOptions: {
+            // Necessary for external CSS imports to work
+            // https://github.com/facebook/create-react-app/issues/2677
+            ident: 'postcss',
+            config: false,
+            plugins: !useTailwind
+              ? [
+                'postcss-flexbugs-fixes',
+                [
+                  'postcss-preset-env',
+                  {
+                    autoprefixer: {
+                      flexbox: 'no-2009',
+                    },
+                    stage: 3,
+                  },
+                ],
+                // Adds PostCSS Normalize as the reset css with default options,
+                // so that it honors browserslist config in package.json
+                // which in turn let's users customize the target behavior as per their needs.
+                'postcss-normalize',
+              ]
+              : [
+                'tailwindcss',
+                'postcss-flexbugs-fixes',
+                [
+                  'postcss-preset-env',
+                  {
+                    autoprefixer: {
+                      flexbox: 'no-2009',
+                    },
+                    stage: 3,
+                  },
+                ],
+              ],
+          },
+          sourceMap: isEnvProduction ? shouldUseSourceMap : isEnvDevelopment,
+        },
+      },
+    ].filter(Boolean);
+    if (preProcessor) {
+      loaders.push(
+        {
+          loader: require.resolve('resolve-url-loader'),
+          options: {
+            sourceMap: isEnvProduction ? shouldUseSourceMap : isEnvDevelopment,
+            root: paths.appSrc,
+          },
+        },
+        {
+          loader: require.resolve(preProcessor),
+          options: {
+            sourceMap: true,
+          },
+        }
+      );
+    }
+    return loaders;
+  };
+
+  return {
+    target: ['browserslist'],
+    // Webpack noise constrained to errors and warnings
+    stats: 'errors-warnings',
+    mode: isEnvProduction ? 'production' : isEnvDevelopment && 'development',
+    // Stop compilation early in production
+    bail: isEnvProduction,
+    devtool: isEnvProduction
+      ? shouldUseSourceMap
+        ? 'source-map'
+        : false
+      : isEnvDevelopment && 'cheap-module-source-map',
+    // These are the "entry points" to our application.
+    // This means they will be the "root" imports that are included in JS bundle.
+    // Using a single entry point helps avoid multiple chunks
+    entry: {
+      // Using a named entry instead of a string to be explicit
+      main: paths.appIndexJs
+    },
+    output: {
+      // The build folder.
+      path: paths.appBuild,
+      // Add /* filename */ comments to generated require()s in the output.
+      pathinfo: isEnvDevelopment,
+      // Configure all outputs to go to a single file
+      filename: isEnvProduction
+        ? 'static/js/main.js'
+        : isEnvDevelopment && 'static/js/bundle.js',
+      // Force all chunks to use the exact same filename as the main entry
+      chunkFilename: isEnvProduction 
+        ? 'static/js/main.js' 
+        : isEnvDevelopment && 'static/js/bundle.js',
+      // // In development, it does not produce real files.
+      // filename: isEnvProduction
+      //   ? 'static/js/[name].js'
+      //   : isEnvDevelopment && 'static/js/bundle.js',
+      // // There are also additional JS chunk files if you use code splitting.
+      // chunkFilename: isEnvProduction
+      //   ? 'static/js/chunk.[contenthash:8].js'
+      //   : isEnvDevelopment && 'static/js/bundle.js',
+
+
+      assetModuleFilename: 'static/media/[name].[hash][ext]',
+      // webpack uses `publicPath` to determine where the app is being served from.
+      // It requires a trailing slash, or the file assets will get an incorrect path.
+      // We inferred the "public path" (such as / or /my-project) from homepage.
+      publicPath: paths.publicUrlOrPath,
+      // Point sourcemap entries to original disk location (format as URL on Windows)
+      devtoolModuleFilenameTemplate: isEnvProduction
+        ? info =>
+          path
+            .relative(paths.appSrc, info.absoluteResourcePath)
+            .replace(/\\/g, '/')
+        : isEnvDevelopment &&
+        (info => path.resolve(info.absoluteResourcePath).replace(/\\/g, '/')),
+    },
+    cache: {
+      type: 'filesystem',
+      version: createEnvironmentHash(env.raw),
+      cacheDirectory: paths.appWebpackCache,
+      store: 'pack',
+      buildDependencies: {
+        defaultWebpack: ['webpack/lib/'],
+        config: [__filename],
+        tsconfig: [paths.appTsConfig, paths.appJsConfig].filter(f =>
+          fs.existsSync(f)
+        ),
+      },
+    },
+    infrastructureLogging: {
+      level: 'none',
+    },
+    optimization: {
+      minimize: isEnvProduction,
+      minimizer: [
+        // This is only used in production mode
+        new TerserPlugin({
+          terserOptions: {
+            parse: {
+              // We want terser to parse ecma 8 code. However, we don't want it
+              // to apply any minification steps that turns valid ecma 5 code
+              // into invalid ecma 5 code. This is why the 'compress' and 'output'
+              // sections only apply transformations that are ecma 5 safe
+              // https://github.com/facebook/create-react-app/pull/4234
+              ecma: 8,
+            },
+            compress: {
+              ecma: 5,
+              warnings: false,
+              // Disabled because of an issue with Uglify breaking seemingly valid code:
+              // https://github.com/facebook/create-react-app/issues/2376
+              // Pending further investigation:
+              // https://github.com/mishoo/UglifyJS2/issues/2011
+              comparisons: false,
+              // Disabled because of an issue with Terser breaking valid code:
+              // https://github.com/facebook/create-react-app/issues/5250
+              // Pending further investigation:
+              // https://github.com/terser-js/terser/issues/120
+              inline: 2,
+            },
+            mangle: {
+              safari10: true,
+            },
+            // Added for profiling in devtools
+            keep_classnames: isEnvProductionProfile,
+            keep_fnames: isEnvProductionProfile,
+            output: {
+              ecma: 5,
+              comments: false,
+              // Turned on because emoji and regex is not minified properly using default
+              // https://github.com/facebook/create-react-app/issues/2488
+              ascii_only: true,
+            },
+          },
+        }),
+        // This is only used in production mode
+        new CssMinimizerPlugin(),
+      ],
+
+      // Configure optimization to ensure a single output file
+      splitChunks: false, // Disable code splitting to avoid multiple chunks
+      runtimeChunk: false, // Disable runtime chunk
+      usedExports: false,
+      sideEffects: false,
+      // Force all modules to be included in the main bundle
+      concatenateModules: true,
+      // Prevent any code from dynamically creating chunks
+      removeAvailableModules: false,
+      removeEmptyChunks: false,
+      mergeDuplicateChunks: true,
+    },
+    resolve: {
+      // This allows you to set a fallback for where webpack should look for modules.
+      // We placed these paths second because we want `node_modules` to "win"
+      // if there are any conflicts. This matches Node resolution mechanism.
+      // https://github.com/facebook/create-react-app/issues/253
+      modules: ['node_modules', paths.appNodeModules].concat(
+        modules.additionalModulePaths || []
+      ),
+      // Polyfill for Node.js core modules in browser environment
+      fallback: {
+        "crypto": require.resolve("crypto-browserify"),
+        "stream": require.resolve("stream-browserify")
+      },
+      // These are the reasonable defaults supported by the Node ecosystem.
+      // We also include JSX as a common component filename extension to support
+      // some tools, although we do not recommend using it, see:
+      // https://github.com/facebook/create-react-app/issues/290
+      // `web` extension prefixes have been added for better support
+      // for React Native Web.
+      extensions: paths.moduleFileExtensions
+        .map(ext => `.${ext}`)
+        .filter(ext => useTypeScript || !ext.includes('ts')),
+      alias: {
+        // Support React Native Web
+        // https://www.smashingmagazine.com/2016/08/a-glimpse-into-the-future-with-react-native-for-web/
+        'react-native': 'react-native-web',
+        // Allows for better profiling with ReactDevTools
+        ...(isEnvProductionProfile && {
+          'react-dom$': 'react-dom/profiling',
+          'scheduler/tracing': 'scheduler/tracing-profiling',
+        }),
+        ...(modules.webpackAliases || {}),
+      },
+      plugins: [
+        // Prevents users from importing files from outside of src/ (or node_modules/).
+        // This often causes confusion because we only process files within src/ with babel.
+        // To fix this, we prevent you from importing files out of src/ -- if you'd like to,
+        // please link the files into your node_modules/ and let module-resolution kick in.
+        // Make sure your source files are compiled, as they will not be processed in any way.
+        new ModuleScopePlugin(paths.appSrc, [
+          paths.appPackageJson,
+          reactRefreshRuntimeEntry,
+          reactRefreshWebpackPluginRuntimeEntry,
+          babelRuntimeEntry,
+          babelRuntimeEntryHelpers,
+          babelRuntimeRegenerator,
+          require.resolve('crypto-browserify'),
+          require.resolve('stream-browserify'),
+        ]),
+      ],
+    },
+    module: {
+      strictExportPresence: true,
+      rules: [
+        // Handle node_modules packages that contain sourcemaps
+        shouldUseSourceMap && {
+          enforce: 'pre',
+          exclude: /@babel(?:\/|\\{1,2})runtime/,
+          test: /\.(js|mjs|jsx|ts|tsx|css)$/,
+          loader: require.resolve('source-map-loader'),
+        },
+        {
+          // "oneOf" will traverse all following loaders until one will
+          // match the requirements. When no loader matches it will fall
+          // back to the "file" loader at the end of the loader list.
+          oneOf: [
+            // TODO: Merge this config once `image/avif` is in the mime-db
+            // https://github.com/jshttp/mime-db
+            {
+              test: [/\.avif$/],
+              type: 'asset',
+              mimetype: 'image/avif',
+              parser: {
+                dataUrlCondition: {
+                  maxSize: imageInlineSizeLimit,
+                },
+              },
+            },
+            // "url" loader works like "file" loader except that it embeds assets
+            // smaller than specified limit in bytes as data URLs to avoid requests.
+            // A missing `test` is equivalent to a match.
+            {
+              test: [/\.bmp$/, /\.gif$/, /\.jpe?g$/, /\.png$/],
+              type: 'asset',
+              parser: {
+                dataUrlCondition: {
+                  maxSize: imageInlineSizeLimit,
+                },
+              },
+            },
+            {
+              test: /\.svg$/,
+              use: [
+                {
+                  loader: require.resolve('@svgr/webpack'),
+                  options: {
+                    prettier: false,
+                    svgo: false,
+                    svgoConfig: {
+                      plugins: [{ removeViewBox: false }],
+                    },
+                    titleProp: true,
+                    ref: true,
+                  },
+                },
+                {
+                  loader: require.resolve('file-loader'),
+                  options: {
+                    name: 'static/media/[name].[hash].[ext]',
+                  },
+                },
+              ],
+              issuer: {
+                and: [/\.(ts|tsx|js|jsx|md|mdx)$/],
+              },
+            },
+            // Process application JS with Babel.
+            // The preset includes JSX, Flow, TypeScript, and some ESnext features.
+            {
+              test: /\.(js|mjs|jsx|ts|tsx)$/,
+              include: paths.appSrc,
+              loader: require.resolve('babel-loader'),
+              options: {
+                customize: require.resolve(
+                  'babel-preset-react-app/webpack-overrides'
+                ),
+                presets: [
+                  [
+                    require.resolve('babel-preset-react-app'),
+                    {
+                      runtime: hasJsxRuntime ? 'automatic' : 'classic',
+                    },
+                  ],
+                ],
+
+                plugins: [
+                  isEnvDevelopment &&
+                  shouldUseReactRefresh &&
+                  require.resolve('react-refresh/babel'),
+                ].filter(Boolean),
+                // This is a feature of `babel-loader` for webpack (not Babel itself).
+                // It enables caching results in ./node_modules/.cache/babel-loader/
+                // directory for faster rebuilds.
+                cacheDirectory: true,
+                // See #6846 for context on why cacheCompression is disabled
+                cacheCompression: false,
+                compact: isEnvProduction,
+              },
+            },
+            // Process any JS outside of the app with Babel.
+            // Unlike the application JS, we only compile the standard ES features.
+            {
+              test: /\.(js|mjs)$/,
+              exclude: /@babel(?:\/|\\{1,2})runtime/,
+              loader: require.resolve('babel-loader'),
+              options: {
+                babelrc: false,
+                configFile: false,
+                compact: false,
+                presets: [
+                  [
+                    require.resolve('babel-preset-react-app/dependencies'),
+                    { helpers: true },
+                  ],
+                ],
+                cacheDirectory: true,
+                // See #6846 for context on why cacheCompression is disabled
+                cacheCompression: false,
+
+                // Babel sourcemaps are needed for debugging into node_modules
+                // code.  Without the options below, debuggers like VSCode
+                // show incorrect code and set breakpoints on the wrong lines.
+                sourceMaps: shouldUseSourceMap,
+                inputSourceMap: shouldUseSourceMap,
+              },
+            },
+            // "postcss" loader applies autoprefixer to our CSS.
+            // "css" loader resolves paths in CSS and adds assets as dependencies.
+            // "style" loader turns CSS into JS modules that inject <style> tags.
+            // In production, we use MiniCSSExtractPlugin to extract that CSS
+            // to a file, but in development "style" loader enables hot editing
+            // of CSS.
+            // By default we support CSS Modules with the extension .module.css
+            {
+              test: cssRegex,
+              exclude: cssModuleRegex,
+              use: getStyleLoaders({
+                importLoaders: 1,
+                sourceMap: isEnvProduction
+                  ? shouldUseSourceMap
+                  : isEnvDevelopment,
+                modules: {
+                  mode: 'icss',
+                },
+              }),
+              // Don't consider CSS imports dead code even if the
+              // containing package claims to have no side effects.
+              // Remove this when webpack adds a warning or an error for this.
+              // See https://github.com/webpack/webpack/issues/6571
+              sideEffects: true,
+            },
+            // Adds support for CSS Modules (https://github.com/css-modules/css-modules)
+            // using the extension .module.css
+            {
+              test: cssModuleRegex,
+              use: getStyleLoaders({
+                importLoaders: 1,
+                sourceMap: isEnvProduction
+                  ? shouldUseSourceMap
+                  : isEnvDevelopment,
+                modules: {
+                  mode: 'local',
+                  getLocalIdent: getCSSModuleLocalIdent,
+                },
+              }),
+            },
+            // Opt-in support for SASS (using .scss or .sass extensions).
+            // By default we support SASS Modules with the
+            // extensions .module.scss or .module.sass
+            {
+              test: sassRegex,
+              exclude: sassModuleRegex,
+              use: getStyleLoaders(
+                {
+                  importLoaders: 3,
+                  sourceMap: isEnvProduction
+                    ? shouldUseSourceMap
+                    : isEnvDevelopment,
+                  modules: {
+                    mode: 'icss',
+                  },
+                },
+                'sass-loader'
+              ),
+              // Don't consider CSS imports dead code even if the
+              // containing package claims to have no side effects.
+              // Remove this when webpack adds a warning or an error for this.
+              // See https://github.com/webpack/webpack/issues/6571
+              sideEffects: true,
+            },
+            // Adds support for CSS Modules, but using SASS
+            // using the extension .module.scss or .module.sass
+            {
+              test: sassModuleRegex,
+              use: getStyleLoaders(
+                {
+                  importLoaders: 3,
+                  sourceMap: isEnvProduction
+                    ? shouldUseSourceMap
+                    : isEnvDevelopment,
+                  modules: {
+                    mode: 'local',
+                    getLocalIdent: getCSSModuleLocalIdent,
+                  },
+                },
+                'sass-loader'
+              ),
+            },
+            // "file" loader makes sure those assets get served by WebpackDevServer.
+            // When you `import` an asset, you get its (virtual) filename.
+            // In production, they would get copied to the `build` folder.
+            // This loader doesn't use a "test" so it will catch all modules
+            // that fall through the other loaders.
+            {
+              // Exclude `js` files to keep "css" loader working as it injects
+              // its runtime that would otherwise be processed through "file" loader.
+              // Also exclude `html` and `json` extensions so they get processed
+              // by webpacks internal loaders.
+              exclude: [/^$/, /\.(js|mjs|jsx|ts|tsx)$/, /\.html$/, /\.json$/],
+              type: 'asset/resource',
+            },
+            // ** STOP ** Are you adding a new loader?
+            // Make sure to add the new loader(s) before the "file" loader.
+          ],
+        },
+      ].filter(Boolean),
+    },
+    plugins: [
+      // Generates an `index.html` file with the <script> injected.
+      new HtmlWebpackPlugin(
+        Object.assign(
+          {},
+          {
+            inject: true,
+            template: paths.appHtml,
+          },
+          isEnvProduction
+            ? {
+              minify: {
+                removeComments: true,
+                collapseWhitespace: true,
+                removeRedundantAttributes: true,
+                useShortDoctype: true,
+                removeEmptyAttributes: true,
+                removeStyleLinkTypeAttributes: true,
+                keepClosingSlash: true,
+                minifyJS: true,
+                minifyCSS: true,
+                minifyURLs: true,
+              },
+            }
+            : undefined
+        )
+      ),
+      // Inlines the webpack runtime script. This script is too small to warrant
+      // a network request.
+      // https://github.com/facebook/create-react-app/issues/5358
+      isEnvProduction &&
+      shouldInlineRuntimeChunk &&
+      new InlineChunkHtmlPlugin(HtmlWebpackPlugin, [/runtime-.+[.]js/]),
+      // Makes some environment variables available in index.html.
+      // The public URL is available as %PUBLIC_URL% in index.html, e.g.:
+      // <link rel="icon" href="%PUBLIC_URL%/favicon.ico">
+      // It will be an empty string unless you specify "homepage"
+      // in `package.json`, in which case it will be the pathname of that URL.
+      new InterpolateHtmlPlugin(HtmlWebpackPlugin, env.raw),
+      // This gives some necessary context to module not found errors, such as
+      // the requesting resource.
+      new ModuleNotFoundPlugin(paths.appPath),
+      // Makes some environment variables available to the JS code, for example:
+      // if (process.env.NODE_ENV === 'production') { ... }. See `./env.js`.
+      // It is absolutely essential that NODE_ENV is set to production
+      // during a production build.
+      // Otherwise React will be compiled in the very slow development mode.
+      new webpack.DefinePlugin(env.stringified),
+      // This plugin ensures all modules are bundled in a single file, preventing code splitting
+      new webpack.optimize.LimitChunkCountPlugin({
+        maxChunks: 1,
+      }),
+      // Experimental hot reloading for React .
+      // https://github.com/facebook/react/tree/main/packages/react-refresh
+      isEnvDevelopment &&
+      shouldUseReactRefresh &&
+      new ReactRefreshWebpackPlugin({
+        overlay: false,
+      }),
+      // Watcher doesn't work well if you mistype casing in a path so we use
+      // a plugin that prints an error when you attempt to do this.
+      // See https://github.com/facebook/create-react-app/issues/240
+      isEnvDevelopment && new CaseSensitivePathsPlugin(),
+      // isEnvProduction &&
+      // new MiniCssExtractPlugin({
+      //   // Options similar to the same options in webpackOptions.output
+      //   // both options are optional
+      //   filename: 'static/css/[name].[contenthash:8].css',
+      //   chunkFilename: 'static/css/[name].[contenthash:8].chunk.css',
+      // }),
+      // Generate an asset manifest file with the following content:
+      // - "files" key: Mapping of all asset filenames to their corresponding
+      //   output file so that tools can pick it up without having to parse
+      //   `index.html`
+      // - "entrypoints" key: Array of files which are included in `index.html`,
+      //   can be used to reconstruct the HTML if necessary
+      // new WebpackManifestPlugin({
+      //   fileName: 'asset-manifest.json',
+      //   publicPath: paths.publicUrlOrPath,
+      //   generate: (seed, files, entrypoints) => {
+      //     const manifestFiles = files.reduce((manifest, file) => {
+      //       manifest[file.name] = file.path;
+      //       return manifest;
+      //     }, seed);
+      //     const entrypointFiles = entrypoints.main.filter(
+      //       fileName => !fileName.endsWith('.map')
+      //     );
+
+      //     return {
+      //       files: manifestFiles,
+      //       entrypoints: entrypointFiles,
+      //     };
+      //   },
+      // }),
+      // Moment.js is an extremely popular library that bundles large locale files
+      // by default due to how webpack interprets its code. This is a practical
+      // solution that requires the user to opt into importing specific locales.
+      // https://github.com/jmblog/how-to-optimize-momentjs-with-webpack
+      // You can remove this if you don't use Moment.js:
+      new webpack.IgnorePlugin({
+        resourceRegExp: /^\.\/locale$/,
+        contextRegExp: /moment$/,
+      }),
+      // Generate a service worker script that will precache, and keep up to date,
+      // the HTML & assets that are part of the webpack build.
+      isEnvProduction &&
+      fs.existsSync(swSrc) &&
+      new WorkboxWebpackPlugin.InjectManifest({
+        swSrc,
+        dontCacheBustURLsMatching: /\.[0-9a-f]{8}\./,
+        exclude: [/\.map$/, /asset-manifest\.json$/, /LICENSE/],
+        // Bump up the default maximum size (2mb) that's precached,
+        // to make lazy-loading failure scenarios less likely.
+        // See https://github.com/cra-template/pwa/issues/13#issuecomment-722667270
+        maximumFileSizeToCacheInBytes: 5 * 1024 * 1024,
+      }),
+      // TypeScript type checking
+      useTypeScript &&
+      new ForkTsCheckerWebpackPlugin({
+        async: isEnvDevelopment,
+        typescript: {
+          typescriptPath: resolve.sync('typescript', {
+            basedir: paths.appNodeModules,
+          }),
+          configOverwrite: {
+            compilerOptions: {
+              sourceMap: isEnvProduction
+                ? shouldUseSourceMap
+                : isEnvDevelopment,
+              skipLibCheck: true,
+              inlineSourceMap: false,
+              declarationMap: false,
+              noEmit: true,
+              incremental: true,
+              tsBuildInfoFile: paths.appTsBuildInfoFile,
+            },
+          },
+          context: paths.appPath,
+          diagnosticOptions: {
+            syntactic: true,
+          },
+          mode: 'write-references',
+          // profile: true,
+        },
+        issue: {
+          // This one is specifically to match during CI tests,
+          // as micromatch doesn't match
+          // '../cra-template-typescript/template/src/App.tsx'
+          // otherwise.
+          include: [
+            { file: '../**/src/**/*.{ts,tsx}' },
+            { file: '**/src/**/*.{ts,tsx}' },
+          ],
+          exclude: [
+            { file: '**/src/**/__tests__/**' },
+            { file: '**/src/**/?(*.){spec|test}.*' },
+            { file: '**/src/setupProxy.*' },
+            { file: '**/src/setupTests.*' },
+          ],
+        },
+        logger: {
+          infrastructure: 'silent',
+        },
+      }),
+      !disableESLintPlugin &&
+      new ESLintPlugin({
+        // Plugin options
+        extensions: ['js', 'mjs', 'jsx', 'ts', 'tsx'],
+        formatter: require.resolve('react-dev-utils/eslintFormatter'),
+        eslintPath: require.resolve('eslint'),
+        failOnError: !(isEnvDevelopment && emitErrorsAsWarnings),
+        context: paths.appSrc,
+        cache: true,
+        cacheLocation: path.resolve(
+          paths.appNodeModules,
+          '.cache/.eslintcache'
+        ),
+        // ESLint class options
+        cwd: paths.appPath,
+        resolvePluginsRelativeTo: __dirname,
+        baseConfig: {
+          extends: [require.resolve('eslint-config-react-app/base')],
+          rules: {
+            ...(!hasJsxRuntime && {
+              'react/react-in-jsx-scope': 'error',
+            }),
+          },
+        },
+      }),
+    ].filter(Boolean),
+    // Turn off performance processing because we utilize
+    // our own hints via the FileSizeReporter
+    performance: false,
+  };
+};
diff --git a/contrib/copilot-plugin/config/webpack/persistentCache/createEnvironmentHash.js b/contrib/copilot-plugin/config/webpack/persistentCache/createEnvironmentHash.js
new file mode 100644
index 00000000..f55b4a55
--- /dev/null
+++ b/contrib/copilot-plugin/config/webpack/persistentCache/createEnvironmentHash.js
@@ -0,0 +1,12 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+const { createHash } = require('crypto');
+
+module.exports = env => {
+  const hash = createHash('md5');
+  hash.update(JSON.stringify(env));
+
+  return hash.digest('hex');
+};
diff --git a/contrib/copilot-plugin/config/webpackDevServer.config.js b/contrib/copilot-plugin/config/webpackDevServer.config.js
new file mode 100644
index 00000000..b57bf283
--- /dev/null
+++ b/contrib/copilot-plugin/config/webpackDevServer.config.js
@@ -0,0 +1,130 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+const fs = require('fs');
+const evalSourceMapMiddleware = require('react-dev-utils/evalSourceMapMiddleware');
+const noopServiceWorkerMiddleware = require('react-dev-utils/noopServiceWorkerMiddleware');
+const ignoredFiles = require('react-dev-utils/ignoredFiles');
+const redirectServedPath = require('react-dev-utils/redirectServedPathMiddleware');
+const paths = require('./paths');
+const getHttpsConfig = require('./getHttpsConfig');
+
+const host = process.env.HOST || '0.0.0.0';
+const sockHost = process.env.WDS_SOCKET_HOST;
+const sockPath = process.env.WDS_SOCKET_PATH; // default: '/ws'
+const sockPort = process.env.WDS_SOCKET_PORT;
+
+module.exports = function (proxy, allowedHost) {
+  const disableFirewall =
+    !proxy || process.env.DANGEROUSLY_DISABLE_HOST_CHECK === 'true';
+  return {
+    // WebpackDevServer 2.4.3 introduced a security fix that prevents remote
+    // websites from potentially accessing local content through DNS rebinding:
+    // https://github.com/webpack/webpack-dev-server/issues/887
+    // https://medium.com/webpack/webpack-dev-server-middleware-security-issues-1489d950874a
+    // However, it made several existing use cases such as development in cloud
+    // environment or subdomains in development significantly more complicated:
+    // https://github.com/facebook/create-react-app/issues/2271
+    // https://github.com/facebook/create-react-app/issues/2233
+    // While we're investigating better solutions, for now we will take a
+    // compromise. Since our WDS configuration only serves files in the `public`
+    // folder we won't consider accessing them a vulnerability. However, if you
+    // use the `proxy` feature, it gets more dangerous because it can expose
+    // remote code execution vulnerabilities in backends like Django and Rails.
+    // So we will disable the host check normally, but enable it if you have
+    // specified the `proxy` setting. Finally, we let you override it if you
+    // really know what you're doing with a special environment variable.
+    // Note: ["localhost", ".localhost"] will support subdomains - but we might
+    // want to allow setting the allowedHosts manually for more complex setups
+    allowedHosts: disableFirewall ? 'all' : [allowedHost],
+    headers: {
+      'Access-Control-Allow-Origin': '*',
+      'Access-Control-Allow-Methods': '*',
+      'Access-Control-Allow-Headers': '*',
+    },
+    // Enable gzip compression of generated files.
+    compress: true,
+    static: {
+      // By default WebpackDevServer serves physical files from current directory
+      // in addition to all the virtual build products that it serves from memory.
+      // This is confusing because those files won’t automatically be available in
+      // production build folder unless we copy them. However, copying the whole
+      // project directory is dangerous because we may expose sensitive files.
+      // Instead, we establish a convention that only files in `public` directory
+      // get served. Our build script will copy `public` into the `build` folder.
+      // In `index.html`, you can get URL of `public` folder with %PUBLIC_URL%:
+      // <link rel="icon" href="%PUBLIC_URL%/favicon.ico">
+      // In JavaScript code, you can access it with `process.env.PUBLIC_URL`.
+      // Note that we only recommend to use `public` folder as an escape hatch
+      // for files like `favicon.ico`, `manifest.json`, and libraries that are
+      // for some reason broken when imported through webpack. If you just want to
+      // use an image, put it in `src` and `import` it from JavaScript instead.
+      directory: paths.appPublic,
+      publicPath: [paths.publicUrlOrPath],
+      // By default files from `contentBase` will not trigger a page reload.
+      watch: {
+        // Reportedly, this avoids CPU overload on some systems.
+        // https://github.com/facebook/create-react-app/issues/293
+        // src/node_modules is not ignored to support absolute imports
+        // https://github.com/facebook/create-react-app/issues/1065
+        ignored: ignoredFiles(paths.appSrc),
+      },
+    },
+    client: {
+      webSocketURL: {
+        // Enable custom sockjs pathname for websocket connection to hot reloading server.
+        // Enable custom sockjs hostname, pathname and port for websocket connection
+        // to hot reloading server.
+        hostname: sockHost,
+        pathname: sockPath,
+        port: sockPort,
+      },
+      overlay: {
+        errors: true,
+        warnings: false,
+      },
+    },
+    devMiddleware: {
+      // It is important to tell WebpackDevServer to use the same "publicPath" path as
+      // we specified in the webpack config. When homepage is '.', default to serving
+      // from the root.
+      // remove last slash so user can land on `/test` instead of `/test/`
+      publicPath: paths.publicUrlOrPath.slice(0, -1),
+    },
+
+    https: getHttpsConfig(),
+    host,
+    historyApiFallback: {
+      // Paths with dots should still use the history fallback.
+      // See https://github.com/facebook/create-react-app/issues/387.
+      disableDotRule: true,
+      index: paths.publicUrlOrPath,
+    },
+    // `proxy` is run between `before` and `after` `webpack-dev-server` hooks
+    proxy,
+    onBeforeSetupMiddleware(devServer) {
+      // Keep `evalSourceMapMiddleware`
+      // middlewares before `redirectServedPath` otherwise will not have any effect
+      // This lets us fetch source contents from webpack for the error overlay
+      devServer.app.use(evalSourceMapMiddleware(devServer));
+
+      if (fs.existsSync(paths.proxySetup)) {
+        // This registers user provided middleware for proxy reasons
+        require(paths.proxySetup)(devServer.app);
+      }
+    },
+    onAfterSetupMiddleware(devServer) {
+      // Redirect to `PUBLIC_URL` or `homepage` from `package.json` if url not match
+      devServer.app.use(redirectServedPath(paths.publicUrlOrPath));
+
+      // This service worker file is effectively a 'no-op' that will reset any
+      // previous service worker registered for the same host:port combination.
+      // We do this in development to avoid hitting the production cache if
+      // it used the same host and port.
+      // https://github.com/facebook/create-react-app/issues/2272#issuecomment-302832432
+      devServer.app.use(noopServiceWorkerMiddleware(paths.publicUrlOrPath));
+    },
+  };
+};
diff --git a/contrib/copilot-plugin/package-lock.json b/contrib/copilot-plugin/package-lock.json
new file mode 100644
index 00000000..106ab43d
--- /dev/null
+++ b/contrib/copilot-plugin/package-lock.json
@@ -0,0 +1,19820 @@
+{
+  "name": "copilot-plugin",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "copilot-plugin",
+      "version": "0.1.0",
+      "dependencies": {
+        "@babel/core": "^7.16.0",
+        "@pmmmwh/react-refresh-webpack-plugin": "^0.5.3",
+        "@svgr/webpack": "^5.5.0",
+        "@testing-library/dom": "^10.4.0",
+        "@testing-library/jest-dom": "^6.6.3",
+        "@testing-library/react": "^16.3.0",
+        "@testing-library/user-event": "^13.5.0",
+        "babel-jest": "^27.4.2",
+        "babel-loader": "^8.2.3",
+        "babel-plugin-named-asset-import": "^0.3.8",
+        "babel-preset-react-app": "^10.0.1",
+        "bfj": "^7.0.2",
+        "browserslist": "^4.18.1",
+        "camelcase": "^6.2.1",
+        "case-sensitive-paths-webpack-plugin": "^2.4.0",
+        "clsx": "^2.1.1",
+        "crypto-browserify": "^3.12.1",
+        "css-loader": "^6.5.1",
+        "css-minimizer-webpack-plugin": "^3.2.0",
+        "diff": "^8.0.2",
+        "dotenv": "^10.0.0",
+        "dotenv-expand": "^5.1.0",
+        "eslint": "^8.3.0",
+        "eslint-config-react-app": "^7.0.1",
+        "eslint-webpack-plugin": "^3.1.1",
+        "file-loader": "^6.2.0",
+        "fs-extra": "^10.0.0",
+        "html-webpack-plugin": "^5.5.0",
+        "identity-obj-proxy": "^3.0.0",
+        "jest": "^27.4.3",
+        "jest-resolve": "^27.4.2",
+        "jest-watch-typeahead": "^1.0.0",
+        "ky": "^1.8.1",
+        "lucide-react": "^0.511.0",
+        "mini-css-extract-plugin": "^2.4.5",
+        "moment": "^2.30.1",
+        "postcss": "^8.4.4",
+        "postcss-flexbugs-fixes": "^5.0.2",
+        "postcss-loader": "^6.2.1",
+        "postcss-normalize": "^10.0.1",
+        "postcss-preset-env": "^7.0.1",
+        "prompts": "^2.4.2",
+        "react": "^18.3.1",
+        "react-app-polyfill": "^3.0.0",
+        "react-dev-utils": "^12.0.1",
+        "react-dom": "^18.3.1",
+        "react-icons": "^5.5.0",
+        "react-markdown": "^10.1.0",
+        "react-refresh": "^0.11.0",
+        "remark-gfm": "^4.0.1",
+        "resolve": "^1.20.0",
+        "resolve-url-loader": "^4.0.0",
+        "sass-loader": "^12.3.0",
+        "semver": "^7.3.5",
+        "socket.io-client": "^4.8.1",
+        "sonner": "^2.0.3",
+        "source-map-loader": "^3.0.0",
+        "stream-browserify": "^3.0.0",
+        "style-loader": "^3.3.1",
+        "tailwind-merge": "^3.3.0",
+        "tailwindcss": "^3.0.2",
+        "terser-webpack-plugin": "^5.2.5",
+        "uuid": "^9.0.0",
+        "web-vitals": "^2.1.4",
+        "webpack": "^5.64.4",
+        "webpack-dev-server": "^4.6.0",
+        "webpack-manifest-plugin": "^4.0.2",
+        "workbox-webpack-plugin": "^6.4.1",
+        "zustand": "^5.0.5"
+      },
+      "devDependencies": {
+        "@types/diff": "^7.0.2",
+        "@types/moment": "^2.11.29",
+        "@types/react": "^19.1.6",
+        "@types/react-dom": "^19.1.5",
+        "@types/socket.io-client": "^1.4.36",
+        "@types/uuid": "^9.0.0",
+        "autoprefixer": "^10.4.21",
+        "postcss": "^8.5.4",
+        "tailwindcss": "^3.4.17"
+      }
+    },
+    "node_modules/@adobe/css-tools": {
+      "version": "4.4.3",
+      "resolved": "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.4.3.tgz",
+      "integrity": "sha512-VQKMkwriZbaOgVCby1UDY/LDk5fIjhQicCvVPFqfe+69fWaPWydbWJ3wRt59/YzIwda1I81loas3oCoHxnqvdA==",
+      "license": "MIT"
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@ampproject/remapping": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
+      "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@jridgewell/gen-mapping": "^0.3.5",
+        "@jridgewell/trace-mapping": "^0.3.24"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.27.1",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.27.1.tgz",
+      "integrity": "sha512-cjQ7ZlQ0Mv3b47hABuTevyTuYN4i+loJKGeV9flcCgIK37cCXRh+L1bd3iBHlynerhQ7BhCkn2BPbQUL+rGqFg==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.27.1",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/compat-data": {
+      "version": "7.27.3",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.27.3.tgz",
+      "integrity": "sha512-V42wFfx1ymFte+ecf6iXghnnP8kWTO+ZLXIyZq+1LAXHHvTZdVxicn4yiVYdYMGaCO3tmqub11AorKkv+iodqw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/core": {
+      "version": "7.27.3",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.27.3.tgz",
+      "integrity": "sha512-hyrN8ivxfvJ4i0fIJuV4EOlV0WDMz5Ui4StRTgVaAvWeiRCilXgwVvxJKtFQ3TKtHgJscB2YiXKGNJuVwhQMtA==",
+      "license": "MIT",
+      "dependencies": {
+        "@ampproject/remapping": "^2.2.0",
+        "@babel/code-frame": "^7.27.1",
+        "@babel/generator": "^7.27.3",
+        "@babel/helper-compilation-targets": "^7.27.2",
+        "@babel/helper-module-transforms": "^7.27.3",
+        "@babel/helpers": "^7.27.3",
+        "@babel/parser": "^7.27.3",
+        "@babel/template": "^7.27.2",
+        "@babel/traverse": "^7.27.3",
+        "@babel/types": "^7.27.3",
+        "convert-source-map": "^2.0.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
+      }
+    },
+    "node_modules/@babel/core/node_modules/semver": {
+      "version": "6.3.1",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      }
+    },
+    "node_modules/@babel/eslint-parser": {
+      "version": "7.27.1",
+      "resolved": "https://registry.npmjs.org/@babel/eslint-parser/-/eslint-parser-7.27.1.tgz",
+      "integrity": "sha512-q8rjOuadH0V6Zo4XLMkJ3RMQ9MSBqwaDByyYB0izsYdaIWGNLmEblbCOf1vyFHICcg16CD7Fsi51vcQnYxmt6Q==",
+      "license": "MIT",
+      "dependencies": {
+        "@nicolo-ribaudo/eslint-scope-5-internals": "5.1.1-v1",
+        "eslint-visitor-keys": "^2.1.0",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": "^10.13.0 || ^12.13.0 || >=14.0.0"
+      },
+      "peerDependencies": {
+        "@babel/core": "^7.11.0",
+        "eslint": "^7.5.0 || ^8.0.0 || ^9.0.0"
+      }
+    },
+    "node_modules/@babel/eslint-parser/node_modules/eslint-visitor-keys": {
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+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zustand": {
+      "version": "5.0.5",
+      "resolved": "https://registry.npmjs.org/zustand/-/zustand-5.0.5.tgz",
+      "integrity": "sha512-mILtRfKW9xM47hqxGIxCv12gXusoY/xTSHBYApXozR0HmQv299whhBeeAcRy+KrPPybzosvJBCOmVjq6x12fCg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=12.20.0"
+      },
+      "peerDependencies": {
+        "@types/react": ">=18.0.0",
+        "immer": ">=9.0.6",
+        "react": ">=18.0.0",
+        "use-sync-external-store": ">=1.2.0"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        },
+        "immer": {
+          "optional": true
+        },
+        "react": {
+          "optional": true
+        },
+        "use-sync-external-store": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/zwitch": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
+      "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    }
+  }
+}
diff --git a/contrib/copilot-plugin/package.json b/contrib/copilot-plugin/package.json
new file mode 100644
index 00000000..1008a6b0
--- /dev/null
+++ b/contrib/copilot-plugin/package.json
@@ -0,0 +1,169 @@
+{
+  "name": "copilot-plugin",
+  "version": "0.1.0",
+  "private": true,
+  "dependencies": {
+    "@babel/core": "^7.16.0",
+    "@pmmmwh/react-refresh-webpack-plugin": "^0.5.3",
+    "@svgr/webpack": "^5.5.0",
+    "@testing-library/dom": "^10.4.0",
+    "@testing-library/jest-dom": "^6.6.3",
+    "@testing-library/react": "^16.3.0",
+    "@testing-library/user-event": "^13.5.0",
+    "babel-jest": "^27.4.2",
+    "babel-loader": "^8.2.3",
+    "babel-plugin-named-asset-import": "^0.3.8",
+    "babel-preset-react-app": "^10.0.1",
+    "bfj": "^7.0.2",
+    "browserslist": "^4.18.1",
+    "camelcase": "^6.2.1",
+    "case-sensitive-paths-webpack-plugin": "^2.4.0",
+    "clsx": "^2.1.1",
+    "crypto-browserify": "^3.12.1",
+    "css-loader": "^6.5.1",
+    "css-minimizer-webpack-plugin": "^3.2.0",
+    "diff": "^8.0.2",
+    "dotenv": "^10.0.0",
+    "dotenv-expand": "^5.1.0",
+    "eslint": "^8.3.0",
+    "eslint-config-react-app": "^7.0.1",
+    "eslint-webpack-plugin": "^3.1.1",
+    "file-loader": "^6.2.0",
+    "fs-extra": "^10.0.0",
+    "html-webpack-plugin": "^5.5.0",
+    "identity-obj-proxy": "^3.0.0",
+    "jest": "^27.4.3",
+    "jest-resolve": "^27.4.2",
+    "jest-watch-typeahead": "^1.0.0",
+    "ky": "^1.8.1",
+    "lucide-react": "^0.511.0",
+    "mini-css-extract-plugin": "^2.4.5",
+    "moment": "^2.30.1",
+    "postcss": "^8.4.4",
+    "postcss-flexbugs-fixes": "^5.0.2",
+    "postcss-loader": "^6.2.1",
+    "postcss-normalize": "^10.0.1",
+    "postcss-preset-env": "^7.0.1",
+    "prompts": "^2.4.2",
+    "react": "^18.3.1",
+    "react-app-polyfill": "^3.0.0",
+    "react-dev-utils": "^12.0.1",
+    "react-dom": "^18.3.1",
+    "react-icons": "^5.5.0",
+    "react-markdown": "^10.1.0",
+    "react-refresh": "^0.11.0",
+    "remark-gfm": "^4.0.1",
+    "resolve": "^1.20.0",
+    "resolve-url-loader": "^4.0.0",
+    "sass-loader": "^12.3.0",
+    "semver": "^7.3.5",
+    "socket.io-client": "^4.8.1",
+    "sonner": "^2.0.3",
+    "source-map-loader": "^3.0.0",
+    "stream-browserify": "^3.0.0",
+    "style-loader": "^3.3.1",
+    "tailwind-merge": "^3.3.0",
+    "tailwindcss": "^3.0.2",
+    "terser-webpack-plugin": "^5.2.5",
+    "web-vitals": "^2.1.4",
+    "webpack": "^5.64.4",
+    "webpack-dev-server": "^4.6.0",
+    "webpack-manifest-plugin": "^4.0.2",
+    "workbox-webpack-plugin": "^6.4.1",
+    "zustand": "^5.0.5",
+    "uuid": "^9.0.0"
+  },
+  "scripts": {
+    "start": "node scripts/start.js",
+    "start:user1": "REACT_APP_USER=dev.eva PORT=3000 node scripts/start.js",
+    "start:user2": "REACT_APP_USER=dev.ben PORT=3001 node scripts/start.js",
+    "build": "node scripts/build.js",
+    "test": "node scripts/test.js",
+    "clean": "rimraf build"
+  },
+  "eslintConfig": {
+    "extends": [
+      "react-app",
+      "react-app/jest"
+    ]
+  },
+  "browserslist": {
+    "production": [
+      ">0.2%",
+      "not dead",
+      "not op_mini all"
+    ],
+    "development": [
+      "last 1 chrome version",
+      "last 1 firefox version",
+      "last 1 safari version"
+    ]
+  },
+  "devDependencies": {
+    "@types/diff": "^7.0.2",
+    "@types/moment": "^2.11.29",
+    "@types/react": "^19.1.6",
+    "@types/react-dom": "^19.1.5",
+    "@types/socket.io-client": "^1.4.36",
+    "@types/uuid": "^9.0.0",
+    "autoprefixer": "^10.4.21",
+    "postcss": "^8.5.4",
+    "tailwindcss": "^3.4.17"
+  },
+  "jest": {
+    "roots": [
+      "<rootDir>/src"
+    ],
+    "collectCoverageFrom": [
+      "src/**/*.{js,jsx,ts,tsx}",
+      "!src/**/*.d.ts"
+    ],
+    "setupFiles": [
+      "react-app-polyfill/jsdom"
+    ],
+    "setupFilesAfterEnv": [
+      "<rootDir>/src/setupTests.js"
+    ],
+    "testMatch": [
+      "<rootDir>/src/**/__tests__/**/*.{js,jsx,ts,tsx}",
+      "<rootDir>/src/**/*.{spec,test}.{js,jsx,ts,tsx}"
+    ],
+    "testEnvironment": "jsdom",
+    "transform": {
+      "^.+\\.(js|jsx|mjs|cjs|ts|tsx)$": "<rootDir>/config/jest/babelTransform.js",
+      "^.+\\.css$": "<rootDir>/config/jest/cssTransform.js",
+      "^(?!.*\\.(js|jsx|mjs|cjs|ts|tsx|css|json)$)": "<rootDir>/config/jest/fileTransform.js"
+    },
+    "transformIgnorePatterns": [
+      "[/\\\\]node_modules[/\\\\].+\\.(js|jsx|mjs|cjs|ts|tsx)$",
+      "^.+\\.module\\.(css|sass|scss)$"
+    ],
+    "modulePaths": [],
+    "moduleNameMapper": {
+      "^react-native$": "react-native-web",
+      "^.+\\.module\\.(css|sass|scss)$": "identity-obj-proxy"
+    },
+    "moduleFileExtensions": [
+      "web.js",
+      "js",
+      "web.ts",
+      "ts",
+      "web.tsx",
+      "tsx",
+      "json",
+      "web.jsx",
+      "jsx",
+      "node"
+    ],
+    "watchPlugins": [
+      "jest-watch-typeahead/filename",
+      "jest-watch-typeahead/testname"
+    ],
+    "resetMocks": true
+  },
+  "babel": {
+    "presets": [
+      "react-app"
+    ]
+  }
+}
diff --git a/contrib/copilot-plugin/postcss.config.js b/contrib/copilot-plugin/postcss.config.js
new file mode 100644
index 00000000..d25a390a
--- /dev/null
+++ b/contrib/copilot-plugin/postcss.config.js
@@ -0,0 +1,9 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+module.exports = {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+}
diff --git a/contrib/copilot-plugin/public/index.html b/contrib/copilot-plugin/public/index.html
new file mode 100644
index 00000000..4b0e1b6b
--- /dev/null
+++ b/contrib/copilot-plugin/public/index.html
@@ -0,0 +1,43 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <link rel="icon" href="%PUBLIC_URL%/favicon.ico" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="theme-color" content="#000000" />
+    <meta
+      name="description"
+      content="Web site created using create-react-app"
+    />
+    <link rel="apple-touch-icon" href="%PUBLIC_URL%/logo192.png" />
+    <!--
+      manifest.json provides metadata used when your web app is installed on a
+      user's mobile device or desktop. See https://developers.google.com/web/fundamentals/web-app-manifest/
+    -->
+    <link rel="manifest" href="%PUBLIC_URL%/manifest.json" />
+    <!--
+      Notice the use of %PUBLIC_URL% in the tags above.
+      It will be replaced with the URL of the `public` folder during the build.
+      Only files inside the `public` folder can be referenced from the HTML.
+
+      Unlike "/favicon.ico" or "favicon.ico", "%PUBLIC_URL%/favicon.ico" will
+      work correctly both with client-side routing and a non-root public URL.
+      Learn how to configure a non-root public URL by running `npm run build`.
+    -->
+    <title>Copilot Plugin (For testing)</title>
+  </head>
+  <body>
+    <noscript>You need to enable JavaScript to run this app.</noscript>
+    <div id="root"></div>
+    <!--
+      This HTML file is a template.
+      If you open it directly in the browser, you will see an empty page.
+
+      You can add webfonts, meta tags, or analytics to this file.
+      The build step will place the bundled scripts into the <body> tag.
+
+      To begin the development, run `npm start` or `yarn start`.
+      To create a production bundle, use `npm run build` or `yarn build`.
+    -->
+  </body>
+</html>
diff --git a/contrib/copilot-plugin/public/robots.txt b/contrib/copilot-plugin/public/robots.txt
new file mode 100644
index 00000000..e9e57dc4
--- /dev/null
+++ b/contrib/copilot-plugin/public/robots.txt
@@ -0,0 +1,3 @@
+# https://www.robotstxt.org/robotstxt.html
+User-agent: *
+Disallow:
diff --git a/contrib/copilot-plugin/scripts/build.js b/contrib/copilot-plugin/scripts/build.js
new file mode 100644
index 00000000..719232fc
--- /dev/null
+++ b/contrib/copilot-plugin/scripts/build.js
@@ -0,0 +1,220 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+// Do this as the first thing so that any code reading it knows the right env.
+process.env.BABEL_ENV = 'production';
+process.env.NODE_ENV = 'production';
+
+// Makes the script crash on unhandled rejections instead of silently
+// ignoring them. In the future, promise rejections that are not handled will
+// terminate the Node.js process with a non-zero exit code.
+process.on('unhandledRejection', err => {
+  throw err;
+});
+
+// Ensure environment variables are read.
+require('../config/env');
+
+const path = require('path');
+const chalk = require('react-dev-utils/chalk');
+const fs = require('fs-extra');
+const bfj = require('bfj');
+const webpack = require('webpack');
+const configFactory = require('../config/webpack.config');
+const paths = require('../config/paths');
+const checkRequiredFiles = require('react-dev-utils/checkRequiredFiles');
+const formatWebpackMessages = require('react-dev-utils/formatWebpackMessages');
+const printHostingInstructions = require('react-dev-utils/printHostingInstructions');
+const FileSizeReporter = require('react-dev-utils/FileSizeReporter');
+const printBuildError = require('react-dev-utils/printBuildError');
+
+const measureFileSizesBeforeBuild =
+  FileSizeReporter.measureFileSizesBeforeBuild;
+const printFileSizesAfterBuild = FileSizeReporter.printFileSizesAfterBuild;
+const useYarn = fs.existsSync(paths.yarnLockFile);
+
+// These sizes are pretty large. We'll warn for bundles exceeding them.
+const WARN_AFTER_BUNDLE_GZIP_SIZE = 512 * 1024;
+const WARN_AFTER_CHUNK_GZIP_SIZE = 1024 * 1024;
+
+const isInteractive = process.stdout.isTTY;
+
+// Warn and crash if required files are missing
+if (!checkRequiredFiles([paths.appHtml, paths.appIndexJs])) {
+  process.exit(1);
+}
+
+const argv = process.argv.slice(2);
+const writeStatsJson = argv.indexOf('--stats') !== -1;
+
+// Generate configuration
+const config = configFactory('production');
+
+// We require that you explicitly set browsers and do not fall back to
+// browserslist defaults.
+const { checkBrowsers } = require('react-dev-utils/browsersHelper');
+checkBrowsers(paths.appPath, isInteractive)
+  .then(() => {
+    // First, read the current file sizes in build directory.
+    // This lets us display how much they changed later.
+    return measureFileSizesBeforeBuild(paths.appBuild);
+  })
+  .then(previousFileSizes => {
+    // Remove all content but keep the directory so that
+    // if you're in it, you don't end up in Trash
+    fs.emptyDirSync(paths.appBuild);
+    // Merge with the public folder
+    copyPublicFolder();
+    // Start the webpack build
+    return build(previousFileSizes);
+  })
+  .then(
+    ({ stats, previousFileSizes, warnings }) => {
+      if (warnings.length) {
+        console.log(chalk.yellow('Compiled with warnings.\n'));
+        console.log(warnings.join('\n\n'));
+        console.log(
+          '\nSearch for the ' +
+            chalk.underline(chalk.yellow('keywords')) +
+            ' to learn more about each warning.'
+        );
+        console.log(
+          'To ignore, add ' +
+            chalk.cyan('// eslint-disable-next-line') +
+            ' to the line before.\n'
+        );
+      } else {
+        console.log(chalk.green('Compiled successfully.\n'));
+      }
+
+      console.log('File sizes after gzip:\n');
+      printFileSizesAfterBuild(
+        stats,
+        previousFileSizes,
+        paths.appBuild,
+        WARN_AFTER_BUNDLE_GZIP_SIZE,
+        WARN_AFTER_CHUNK_GZIP_SIZE
+      );
+      console.log();
+
+      const appPackage = require(paths.appPackageJson);
+      const publicUrl = paths.publicUrlOrPath;
+      const publicPath = config.output.publicPath;
+      const buildFolder = path.relative(process.cwd(), paths.appBuild);
+      printHostingInstructions(
+        appPackage,
+        publicUrl,
+        publicPath,
+        buildFolder,
+        useYarn
+      );
+    },
+    err => {
+      const tscCompileOnError = process.env.TSC_COMPILE_ON_ERROR === 'true';
+      if (tscCompileOnError) {
+        console.log(
+          chalk.yellow(
+            'Compiled with the following type errors (you may want to check these before deploying your app):\n'
+          )
+        );
+        printBuildError(err);
+      } else {
+        console.log(chalk.red('Failed to compile.\n'));
+        printBuildError(err);
+        process.exit(1);
+      }
+    }
+  )
+  .catch(err => {
+    if (err && err.message) {
+      console.log(err.message);
+    }
+    process.exit(1);
+  });
+
+// Create the production build and print the deployment instructions.
+function build(previousFileSizes) {
+  console.log('Creating an optimized production build...');
+
+  const compiler = webpack(config);
+  return new Promise((resolve, reject) => {
+    compiler.run((err, stats) => {
+      let messages;
+      if (err) {
+        if (!err.message) {
+          return reject(err);
+        }
+
+        let errMessage = err.message;
+
+        // Add additional information for postcss errors
+        if (Object.prototype.hasOwnProperty.call(err, 'postcssNode')) {
+          errMessage +=
+            '\nCompileError: Begins at CSS selector ' +
+            err['postcssNode'].selector;
+        }
+
+        messages = formatWebpackMessages({
+          errors: [errMessage],
+          warnings: [],
+        });
+      } else {
+        messages = formatWebpackMessages(
+          stats.toJson({ all: false, warnings: true, errors: true })
+        );
+      }
+      if (messages.errors.length) {
+        // Only keep the first error. Others are often indicative
+        // of the same problem, but confuse the reader with noise.
+        if (messages.errors.length > 1) {
+          messages.errors.length = 1;
+        }
+        return reject(new Error(messages.errors.join('\n\n')));
+      }
+      if (
+        process.env.CI &&
+        (typeof process.env.CI !== 'string' ||
+          process.env.CI.toLowerCase() !== 'false') &&
+        messages.warnings.length
+      ) {
+        // Ignore sourcemap warnings in CI builds. See #8227 for more info.
+        const filteredWarnings = messages.warnings.filter(
+          w => !/Failed to parse source map/.test(w)
+        );
+        if (filteredWarnings.length) {
+          console.log(
+            chalk.yellow(
+              '\nTreating warnings as errors because process.env.CI = true.\n' +
+                'Most CI servers set it automatically.\n'
+            )
+          );
+          return reject(new Error(filteredWarnings.join('\n\n')));
+        }
+      }
+
+      const resolveArgs = {
+        stats,
+        previousFileSizes,
+        warnings: messages.warnings,
+      };
+
+      if (writeStatsJson) {
+        return bfj
+          .write(paths.appBuild + '/bundle-stats.json', stats.toJson())
+          .then(() => resolve(resolveArgs))
+          .catch(error => reject(new Error(error)));
+      }
+
+      return resolve(resolveArgs);
+    });
+  });
+}
+
+function copyPublicFolder() {
+  fs.copySync(paths.appPublic, paths.appBuild, {
+    dereference: true,
+    filter: file => file !== paths.appHtml,
+  });
+}
diff --git a/contrib/copilot-plugin/scripts/start.js b/contrib/copilot-plugin/scripts/start.js
new file mode 100644
index 00000000..23ba9ea9
--- /dev/null
+++ b/contrib/copilot-plugin/scripts/start.js
@@ -0,0 +1,157 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+// Do this as the first thing so that any code reading it knows the right env.
+process.env.BABEL_ENV = 'development';
+process.env.NODE_ENV = 'development';
+
+// Makes the script crash on unhandled rejections instead of silently
+// ignoring them. In the future, promise rejections that are not handled will
+// terminate the Node.js process with a non-zero exit code.
+process.on('unhandledRejection', err => {
+  throw err;
+});
+
+// Ensure environment variables are read.
+require('../config/env');
+
+const fs = require('fs');
+const chalk = require('react-dev-utils/chalk');
+const webpack = require('webpack');
+const WebpackDevServer = require('webpack-dev-server');
+const clearConsole = require('react-dev-utils/clearConsole');
+const checkRequiredFiles = require('react-dev-utils/checkRequiredFiles');
+const {
+  choosePort,
+  createCompiler,
+  prepareProxy,
+  prepareUrls,
+} = require('react-dev-utils/WebpackDevServerUtils');
+const openBrowser = require('react-dev-utils/openBrowser');
+const semver = require('semver');
+const paths = require('../config/paths');
+const configFactory = require('../config/webpack.config');
+const createDevServerConfig = require('../config/webpackDevServer.config');
+const getClientEnvironment = require('../config/env');
+const react = require(require.resolve('react', { paths: [paths.appPath] }));
+
+const env = getClientEnvironment(paths.publicUrlOrPath.slice(0, -1));
+const useYarn = fs.existsSync(paths.yarnLockFile);
+const isInteractive = process.stdout.isTTY;
+
+// Warn and crash if required files are missing
+if (!checkRequiredFiles([paths.appHtml, paths.appIndexJs])) {
+  process.exit(1);
+}
+
+// Tools like Cloud9 rely on this.
+const DEFAULT_PORT = parseInt(process.env.PORT, 10) || 3000;
+const HOST = process.env.HOST || '0.0.0.0';
+
+if (process.env.HOST) {
+  console.log(
+    chalk.cyan(
+      `Attempting to bind to HOST environment variable: ${chalk.yellow(
+        chalk.bold(process.env.HOST)
+      )}`
+    )
+  );
+  console.log(
+    `If this was unintentional, check that you haven't mistakenly set it in your shell.`
+  );
+  console.log(
+    `Learn more here: ${chalk.yellow('https://cra.link/advanced-config')}`
+  );
+  console.log();
+}
+
+// We require that you explicitly set browsers and do not fall back to
+// browserslist defaults.
+const { checkBrowsers } = require('react-dev-utils/browsersHelper');
+checkBrowsers(paths.appPath, isInteractive)
+  .then(() => {
+    // We attempt to use the default port but if it is busy, we offer the user to
+    // run on a different port. `choosePort()` Promise resolves to the next free port.
+    return choosePort(HOST, DEFAULT_PORT);
+  })
+  .then(port => {
+    if (port == null) {
+      // We have not found a port.
+      return;
+    }
+
+    const config = configFactory('development');
+    const protocol = process.env.HTTPS === 'true' ? 'https' : 'http';
+    const appName = require(paths.appPackageJson).name;
+
+    const useTypeScript = fs.existsSync(paths.appTsConfig);
+    const urls = prepareUrls(
+      protocol,
+      HOST,
+      port,
+      paths.publicUrlOrPath.slice(0, -1)
+    );
+    // Create a webpack compiler that is configured with custom messages.
+    const compiler = createCompiler({
+      appName,
+      config,
+      urls,
+      useYarn,
+      useTypeScript,
+      webpack,
+    });
+    // Load proxy config
+    const proxySetting = require(paths.appPackageJson).proxy;
+    const proxyConfig = prepareProxy(
+      proxySetting,
+      paths.appPublic,
+      paths.publicUrlOrPath
+    );
+    // Serve webpack assets generated by the compiler over a web server.
+    const serverConfig = {
+      ...createDevServerConfig(proxyConfig, urls.lanUrlForConfig),
+      host: HOST,
+      port,
+    };
+    const devServer = new WebpackDevServer(serverConfig, compiler);
+    // Launch WebpackDevServer.
+    devServer.startCallback(() => {
+      if (isInteractive) {
+        clearConsole();
+      }
+
+      if (env.raw.FAST_REFRESH && semver.lt(react.version, '16.10.0')) {
+        console.log(
+          chalk.yellow(
+            `Fast Refresh requires React 16.10 or higher. You are using React ${react.version}.`
+          )
+        );
+      }
+
+      console.log(chalk.cyan('Starting the development server...\n'));
+      openBrowser(urls.localUrlForBrowser);
+    });
+
+    ['SIGINT', 'SIGTERM'].forEach(function (sig) {
+      process.on(sig, function () {
+        devServer.close();
+        process.exit();
+      });
+    });
+
+    if (process.env.CI !== 'true') {
+      // Gracefully exit when stdin ends
+      process.stdin.on('end', function () {
+        devServer.close();
+        process.exit();
+      });
+    }
+  })
+  .catch(err => {
+    if (err && err.message) {
+      console.log(err.message);
+    }
+    process.exit(1);
+  });
diff --git a/contrib/copilot-plugin/scripts/test.js b/contrib/copilot-plugin/scripts/test.js
new file mode 100644
index 00000000..a56cee92
--- /dev/null
+++ b/contrib/copilot-plugin/scripts/test.js
@@ -0,0 +1,55 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+'use strict';
+
+// Do this as the first thing so that any code reading it knows the right env.
+process.env.BABEL_ENV = 'test';
+process.env.NODE_ENV = 'test';
+process.env.PUBLIC_URL = '';
+
+// Makes the script crash on unhandled rejections instead of silently
+// ignoring them. In the future, promise rejections that are not handled will
+// terminate the Node.js process with a non-zero exit code.
+process.on('unhandledRejection', err => {
+  throw err;
+});
+
+// Ensure environment variables are read.
+require('../config/env');
+
+const jest = require('jest');
+const execSync = require('child_process').execSync;
+let argv = process.argv.slice(2);
+
+function isInGitRepository() {
+  try {
+    execSync('git rev-parse --is-inside-work-tree', { stdio: 'ignore' });
+    return true;
+  } catch (e) {
+    return false;
+  }
+}
+
+function isInMercurialRepository() {
+  try {
+    execSync('hg --cwd . root', { stdio: 'ignore' });
+    return true;
+  } catch (e) {
+    return false;
+  }
+}
+
+// Watch unless on CI or explicitly running all tests
+if (
+  !process.env.CI &&
+  argv.indexOf('--watchAll') === -1 &&
+  argv.indexOf('--watchAll=false') === -1
+) {
+  // https://github.com/facebook/create-react-app/issues/5210
+  const hasSourceControl = isInGitRepository() || isInMercurialRepository();
+  argv.push(hasSourceControl ? '--watch' : '--watchAll');
+}
+
+
+jest.run(argv);
diff --git a/contrib/copilot-plugin/src/app/ChatBox.tsx b/contrib/copilot-plugin/src/app/ChatBox.tsx
new file mode 100644
index 00000000..949edddc
--- /dev/null
+++ b/contrib/copilot-plugin/src/app/ChatBox.tsx
@@ -0,0 +1,122 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+"use client";
+
+import { useState } from "react";
+import { v4 as uuidv4 } from "uuid";
+import { Loader2, SendHorizonal } from "lucide-react";
+import { toast } from "sonner";
+import { useChatStore } from "../libs/state";
+
+export default function ChatBox() {
+  const [prompt, setPrompt] = useState<string>("");
+  const [loading, setLoading] = useState(false);
+
+  // Get user information from the chat store
+  const { paiuser, restServerToken, jobServerToken, currentJob, currentConversationId } = useChatStore();
+  
+  // Values needed by Lucia Agent API Server
+  const TRACE_ID = 'cafe66d8-f37b-42b4-b765-bca9b1f09c2b';
+  // Use local backend when running the dev server (npm start),
+  // and use the relative path for production builds (npm run build).
+  const REMOTE_SERVER_URL = process.env.NODE_ENV === 'development'
+    ? 'http://127.0.0.1:60000/copilot/api/operation'
+    : '/copilot/api/operation';
+
+  const makeChatRequest = async (e: React.FormEvent) => {
+    e.preventDefault();
+    if (prompt.trim() === "") {
+      toast.info("Prompt cannot be empty");
+      return;
+    }
+    useChatStore.getState().addChat({
+      role: "user",
+      message: prompt,
+      timestamp: new Date(),
+    });
+    setPrompt("");
+    setLoading(true);
+    try {
+      const payload = {
+        async_: false,
+        stream: false,
+        data: {
+          user: prompt,
+          userInfo: {
+            paiuser: paiuser,
+            username: paiuser,
+            restToken: restServerToken,
+            jobToken: jobServerToken,
+            currentJob: null // currentJob ? { id: currentJob.id, name: currentJob.name, username: currentJob.username, status: currentJob.status, ip: currentJob.ip, port: currentJob.port } : null
+          },
+          messageInfo: {
+            userId: paiuser,
+            convId: currentConversationId,
+            turnId: uuidv4(),
+            timestamp: Math.floor(Date.now()),
+            timestampUnit: "ms",
+            type: "question",
+          }
+        }
+      };
+      const response = await fetch(REMOTE_SERVER_URL, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+          "X-Lucia-TraceId": TRACE_ID
+        },
+        body: JSON.stringify(payload),
+      });
+      if (!response.ok) throw new Error("Remote server error");
+      const data = await response.json();
+      if (data?.data?.answer !== "skip") {
+        useChatStore.getState().addChat({
+          role: "assistant",
+          message: data?.data?.answer ?? "No answer found",
+          timestamp: new Date(),
+          messageInfo: data?.data?.message_info, // Store the message_info from response
+        });
+      }
+    } catch (err) {
+      toast.error("Failed to get response from remote server");
+    }
+    setLoading(false);
+  };
+
+  const handleKeyDown = (event: React.KeyboardEvent<HTMLTextAreaElement>) => {
+    if (event.key === 'Enter' && !event.shiftKey) {
+      event.preventDefault();
+      if (!loading) {
+        makeChatRequest(new Event('submit') as unknown as React.FormEvent<HTMLFormElement>);
+      }
+    }
+  };
+
+  return (
+    <div className="flex flex-col gap-2">
+      <form onSubmit={makeChatRequest} className="flex flex-col gap-2">
+        <div className="relative flex-1 text-base">
+          <div className="mr-10">
+            <textarea
+              value={prompt}
+              className="w-full p-2 mr-10 border border-gray-300 rounded-md shadow-sm text-base resize-none"
+              placeholder={"Your prompt..."}
+              onChange={(e) => setPrompt(e.target.value)}
+              onKeyDown={handleKeyDown}
+            />
+          </div>
+          <div className="absolute inset-y-0 right-1 flex items-center justify-center h-full w-8">
+            <button type="submit" disabled={loading} className="p-2 rounded-full bg-indigo-500 text-white hover:bg-indigo-600 disabled:bg-gray-300">
+              {loading ? (
+                <Loader2 className="animate-spin" />
+              ) : (
+                <SendHorizonal size={20} strokeWidth={1.5} />
+              )}
+            </button>
+          </div>
+        </div>
+      </form>
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/contrib/copilot-plugin/src/app/ChatHistory.tsx b/contrib/copilot-plugin/src/app/ChatHistory.tsx
new file mode 100644
index 00000000..456f3ca9
--- /dev/null
+++ b/contrib/copilot-plugin/src/app/ChatHistory.tsx
@@ -0,0 +1,324 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+// @ts-nocheck
+"use client";
+
+import { v4 as uuidv4 } from "uuid";
+import React, { useEffect, useRef, useState } from "react";
+import { IoIosArrowDown, IoIosArrowUp } from 'react-icons/io';
+import moment from "moment";
+import { Bot, User, ThumbsUp, ThumbsDown } from "lucide-react";
+import Markdown, { Components } from "react-markdown";
+
+import remarkGfm from "remark-gfm";
+import { ChatMessage, useChatStore } from "../libs/state";
+import { Pane } from "../components/pane";
+
+// API constants for feedback
+const IP_ADDRESS = 'copilot.openpai.org';
+const PORT = 8443;
+const TRACE_ID = 'cafe66d8-f37b-42b4-b765-bca9b1f09c2b';
+// Use local backend when running the dev server (npm start),
+// and use the relative path for production builds (npm run build).
+const REMOTE_SERVER_URL = process.env.NODE_ENV === 'development'
+  ? 'http://127.0.0.1:60000/copilot/api/operation'
+  : '/copilot/api/operation';
+
+type MessageGroup = {
+  sender: "assistant" | "user";
+  messages: ChatMessage[];
+  timestamp: Date;
+};
+
+// Helper function to group messages
+const groupMessages = (messages: ChatMessage[]): MessageGroup[] => {
+  const groups: MessageGroup[] = [];
+  let currentGroup: MessageGroup | null = null;
+
+  messages.forEach((message) => {
+    const messageTimestamp = message.timestamp;
+    const sender = message.role === "assistant" ? "assistant" : "user";
+
+    if (
+      !currentGroup ||
+      currentGroup.sender !== sender ||
+      moment(messageTimestamp).diff(moment(currentGroup.timestamp), "minutes") >
+      0
+    ) {
+      if (currentGroup) {
+        groups.push(currentGroup);
+      }
+      currentGroup = {
+        sender,
+        messages: [message],
+        timestamp: messageTimestamp,
+      };
+    } else {
+      currentGroup.messages.push(message);
+    }
+  });
+
+  if (currentGroup) {
+    groups.push(currentGroup);
+  }
+
+  return groups;
+};
+
+// Custom renderer for <pre> tags
+const PreWithLineNumbers: React.FC<{ children: React.ReactNode }> = ({ children }) => {
+  // Assuming the children is an array with a single <code> element
+  const codeElement = React.Children.only(children) as React.ReactElement<{ children: string }>;
+
+  // Extract the code content
+  const codeContent = codeElement.props.children as string;
+
+  if (!codeContent) {
+    return null;
+  }
+  // Split the code content into lines
+  const lines = codeContent.split('\n');
+
+  return (
+    <pre className="font-mono text-sm">
+      {/* <div className="font-mono text-sm"> */}
+
+      {lines.map((line, lineIndex) => (
+        <div key={lineIndex}>
+          <span className="text-gray-400 w-8 text-right mr-6 select-none">
+            {lineIndex + 1}
+          </span>
+          <span style={{ flex: 1 }}>{line}</span>
+        </div>
+      ))}
+      {/* </div> */}
+    </pre>
+  );
+};
+
+const CustomMarkdown: React.FC<{ content: string }> = ({ content }) => {
+  return (
+    <div className={`prose-sm text-base break-words word-wrap`}>
+      <Markdown
+        remarkPlugins={[remarkGfm]}
+        components={{
+          pre({ node, ...props }: any) {
+            return <PreWithLineNumbers>{props.children}</PreWithLineNumbers>;
+          },
+          ol({ node, ...props }: any) {
+            return <ol className="list-decimal" {...props} />;
+          }
+        }}
+      >
+        {content}
+      </Markdown>
+    </div>
+  );
+}
+
+// Message component
+const Message: React.FC<{ message: ChatMessage, expand?: boolean, isAssistant?: boolean }> = ({ message, expand = true, isAssistant = false }) => {
+  const [expanded, setExpanded] = useState(expand);
+  const [showButton, setShowButton] = useState(true);
+  const [feedback, setFeedback] = useState<'up' | 'down' | null>(null);
+  const contentRef = useRef<HTMLDivElement>(null); // Reference to the content div
+  
+  // Get user information from the chat store
+  const { paiuser, currentConversationId } = useChatStore();
+
+  useEffect(() => {
+    setExpanded(expand); // Set expanded based on prop
+  }, [expand]);
+
+  useEffect(() => {
+    // Check if the content height is less than a threshold (8 in this case)
+    const contentHeight = contentRef.current?.scrollHeight;
+    if (contentHeight && contentHeight <= 32) { // Assuming 32px is roughly equivalent to 2 lines of text
+      setShowButton(false);
+    } else {
+      setShowButton(true);
+    }
+  }, [message]); // Depend on message so it re-checks when message changes
+
+  const toggleExpanded = () => {
+    setExpanded(!expanded);
+  };
+
+  const sendFeedback = async (like: boolean, dislike: boolean) => {
+    try {
+      const payload = {
+        async_: false,
+        stream: false,
+        data: {
+          feedback: {
+            like: like,
+            dislike: dislike,
+            responseUserId: paiuser,
+            responseConvId: currentConversationId,
+            responseTurnId: message.messageInfo?.turnId || "0", // Use message's turnId or fallback to "0"
+          },
+          messageInfo: {
+            userId: paiuser,
+            convId: currentConversationId,
+            turnId: uuidv4(), // Use message's turnId or fallback to "0"
+            timestamp: Math.floor(Date.now()),
+            timestampUnit: "ms",
+            type: "feedback",
+          }
+        }
+      };
+
+      const response = await fetch(REMOTE_SERVER_URL, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+          "X-Lucia-TraceId": TRACE_ID
+        },
+        body: JSON.stringify(payload),
+      });
+
+      if (!response.ok) {
+        console.error("Failed to send feedback:", response.statusText);
+      }
+    } catch (error) {
+      console.error("Error sending feedback:", error);
+    }
+  };
+
+  const handleThumbsUp = () => {
+    const newFeedback = feedback === 'up' ? null : 'up';
+    setFeedback(newFeedback);
+    
+    if (newFeedback === 'up') {
+      sendFeedback(true, false);
+    } else {
+      // If deselecting, send neutral feedback
+      sendFeedback(false, false);
+    }
+  };
+
+  const handleThumbsDown = () => {
+    const newFeedback = feedback === 'down' ? null : 'down';
+    setFeedback(newFeedback);
+    
+    if (newFeedback === 'down') {
+      sendFeedback(false, true);
+    } else {
+      // If deselecting, send neutral feedback
+      sendFeedback(false, false);
+    }
+  };
+
+  return (
+    <div className="flex-1 container relative mb-1 bg-gray-100 px-2 py-1 rounded word-wrap">
+      {showButton && (
+        <button
+          onClick={toggleExpanded}
+          className="absolute top-0 right-0 mt-1 mr-1 text-blue-500 text-xs flex items-center justify-center bg-white border border-gray-300 rounded-full h-6 w-6"
+        >
+          {expanded ? <IoIosArrowUp /> as any : <IoIosArrowDown /> as any}
+        </button>
+      )}
+      <div 
+        ref={contentRef}
+        className={`flex-1 ${expanded ? 'overflow-auto' : 'overflow-hidden max-h-12 mx-auto'} ${showButton ? 'pr-6' : ''}`}
+      >
+        <CustomMarkdown content={message.message} />
+      </div>
+      {isAssistant && (
+        <div className="flex gap-2 mt-2 pt-2 border-t border-gray-200">
+          <button 
+            className="flex items-center justify-center p-1 rounded hover:bg-gray-200 transition-colors"
+            onClick={handleThumbsUp}
+          >
+            <ThumbsUp 
+              size={16} 
+              className={`transition-colors ${
+                feedback === 'up' 
+                  ? 'text-green-600 fill-green-600' 
+                  : 'text-gray-600 hover:text-green-600'
+              }`}
+            />
+          </button>
+          <button 
+            className="flex items-center justify-center p-1 rounded hover:bg-gray-200 transition-colors"
+            onClick={handleThumbsDown}
+          >
+            <ThumbsDown 
+              size={16} 
+              className={`transition-colors ${
+                feedback === 'down' 
+                  ? 'text-red-600 fill-red-600' 
+                  : 'text-gray-600 hover:text-red-600'
+              }`}
+            />
+          </button>
+        </div>
+      )}
+    </div>
+  );
+};
+
+// MessageGroup component
+const MessageGroup: React.FC<{ index: number, group: MessageGroup, isLast: boolean }> = ({ index, group, isLast = false }) => {
+  const isAI = group.sender === "assistant";
+  return (
+    <div className={`flex mb-4 ${isAI ? "flex-row" : "flex-row-reverse"}`}>
+      <div className="w-12 flex-shrink-0">
+        {isAI ? (
+          <img
+            src="https://www.svgrepo.com/show/445500/ai.svg"
+            width={40}
+            height={40}
+            alt="Agent avatar"
+            className="rounded"
+          />
+        ) : (
+          <div className="w-10 h-10 rounded-full bg-gray-300 flex items-center justify-center">
+            <User size={24} />
+          </div>
+        )}
+      </div>
+      <div className={`overflow-auto ${isAI ? "ml-2" : "mr-2"}`}>
+        <div className="text-xs text-gray-500 mb-1">
+          {moment(group.timestamp).format('LT')}
+        </div>
+        {group.messages.map((message, index) => (
+          // <Message key={index} message={message} expand={isLast} />
+          <Message key={index} message={message} expand={true} isAssistant={isAI} />
+        ))}
+
+      </div>
+    </div>
+  );
+};
+
+// Main component
+const GroupedChatMessages: React.FC = () => {
+  const messages = useChatStore((state) => state.chatMsgs);
+  const scrollRef = useRef<HTMLDivElement>(null);
+
+  useEffect(() => {
+    if (scrollRef.current) {
+      scrollRef.current.scrollTop = scrollRef.current.scrollHeight;
+    }
+  }, [messages]);
+
+  const groupedMessages = groupMessages(messages);
+  return (
+    <Pane className="p-0">
+      <div className="bg-white top-0 sticky p-2 px-4 pb-2 border-b text-sm flex items-center gap-1">
+        <Bot size={16} />
+        <h2>Chat</h2>
+      </div>
+      <div className="bg-white flex-1 overflow-auto p-4" ref={scrollRef}>
+        {groupedMessages.map((group, index) => (
+          <MessageGroup key={index} group={group} index={index} isLast={index == (groupedMessages.length - 1)} />
+        ))}
+      </div>
+    </Pane>
+  );
+};
+
+export default GroupedChatMessages;
diff --git a/contrib/copilot-plugin/src/app/index.tsx b/contrib/copilot-plugin/src/app/index.tsx
new file mode 100644
index 00000000..f989fb35
--- /dev/null
+++ b/contrib/copilot-plugin/src/app/index.tsx
@@ -0,0 +1,29 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+"use client";
+import Logs from "./ChatHistory";
+import ChatBox from "./ChatBox";
+import { useChatStore } from "../libs/state";
+import { Toaster } from "../components/sonner";
+
+export default function App({ restUrl, user, restToken, modelToken }:
+  { restUrl: string; user: string; restToken: string; modelToken: string }) {
+  // Initialize the chat store with the provided parameters
+  const { setRestServerPath, setUser, setRestServerToken, setJobServerToken } = useChatStore.getState();
+
+  setRestServerPath(restUrl);
+  setUser(user);
+  setRestServerToken(restToken);
+  setJobServerToken(modelToken);
+
+  return (
+    <div className="w-full h-full flex flex-col overflow-hidden">
+      <div className="flex-1 flex flex-col overflow-hidden gap-4 p-4 pt-0 flex-grow">
+        <Logs />
+        <ChatBox />
+      </div>
+      <Toaster />
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/contrib/copilot-plugin/src/components/grid-loader.tsx b/contrib/copilot-plugin/src/components/grid-loader.tsx
new file mode 100644
index 00000000..f1142677
--- /dev/null
+++ b/contrib/copilot-plugin/src/components/grid-loader.tsx
@@ -0,0 +1,108 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import { SVGProps } from "react";
+
+export default function GridLoader(props: SVGProps<SVGSVGElement>) {
+  return (
+    <svg
+      width="105"
+      height="105"
+      viewBox="0 0 105 105"
+      xmlns="http://www.w3.org/2000/svg"
+      fill="#fff"
+      {...props}
+    >
+      <circle cx="12.5" cy="12.5" r="12.5">
+        <animate
+          attributeName="fill-opacity"
+          begin="0s"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+      <circle cx="12.5" cy="52.5" r="12.5" fillOpacity=".5">
+        <animate
+          attributeName="fill-opacity"
+          begin="100ms"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+      <circle cx="52.5" cy="12.5" r="12.5">
+        <animate
+          attributeName="fill-opacity"
+          begin="300ms"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+      <circle cx="52.5" cy="52.5" r="12.5">
+        <animate
+          attributeName="fill-opacity"
+          begin="600ms"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+      <circle cx="92.5" cy="12.5" r="12.5">
+        <animate
+          attributeName="fill-opacity"
+          begin="800ms"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+      <circle cx="92.5" cy="52.5" r="12.5">
+        <animate
+          attributeName="fill-opacity"
+          begin="400ms"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+      <circle cx="12.5" cy="92.5" r="12.5">
+        <animate
+          attributeName="fill-opacity"
+          begin="700ms"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+      <circle cx="52.5" cy="92.5" r="12.5">
+        <animate
+          attributeName="fill-opacity"
+          begin="500ms"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+      <circle cx="92.5" cy="92.5" r="12.5">
+        <animate
+          attributeName="fill-opacity"
+          begin="200ms"
+          dur="1s"
+          values="1;.2;1"
+          calcMode="linear"
+          repeatCount="indefinite"
+        />
+      </circle>
+    </svg>
+  );
+}
diff --git a/contrib/copilot-plugin/src/components/pane.tsx b/contrib/copilot-plugin/src/components/pane.tsx
new file mode 100644
index 00000000..34ca7e7c
--- /dev/null
+++ b/contrib/copilot-plugin/src/components/pane.tsx
@@ -0,0 +1,19 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import { cn } from "../libs/utils";
+
+interface PaneProps extends React.HTMLAttributes<HTMLDivElement> {}
+
+export const Pane: React.FC<PaneProps> = ({ children, className }) => {
+  return (
+    <div
+      className={cn(
+        "bg-background flex-1 p-4 border-2 border-gray-300 rounded-md overflow-y-auto flex flex-col",
+        className
+      )}
+    >
+      {children}
+    </div>
+  );
+};
diff --git a/contrib/copilot-plugin/src/components/sonner.tsx b/contrib/copilot-plugin/src/components/sonner.tsx
new file mode 100644
index 00000000..2da79239
--- /dev/null
+++ b/contrib/copilot-plugin/src/components/sonner.tsx
@@ -0,0 +1,33 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+"use client"
+
+import { Toaster as Sonner } from "sonner"
+
+type ToasterProps = React.ComponentProps<typeof Sonner>
+
+const Toaster = ({ ...props }: ToasterProps) => {
+
+  return (
+    <Sonner
+      className="toaster group"
+      toastOptions={{
+        duration: 10000,
+        closeButton: true,
+        classNames: {
+          toast:
+            "group toast group-[.toaster]:bg-background group-[.toaster]:text-foreground group-[.toaster]:border-border group-[.toaster]:shadow-lg",
+          description: "group-[.toast]:text-muted-foreground",
+          actionButton:
+            "group-[.toast]:bg-primary group-[.toast]:text-primary-foreground",
+          cancelButton:
+            "group-[.toast]:bg-muted group-[.toast]:text-muted-foreground",
+        },
+      }}
+      {...props}
+    />
+  )
+}
+
+export { Toaster }
diff --git a/contrib/copilot-plugin/src/index.css b/contrib/copilot-plugin/src/index.css
new file mode 100644
index 00000000..17df0e7e
--- /dev/null
+++ b/contrib/copilot-plugin/src/index.css
@@ -0,0 +1,17 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+body {
+  margin: 0;
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen',
+    'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue',
+    sans-serif;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+code {
+  font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New',
+    monospace;
+}
diff --git a/contrib/copilot-plugin/src/index.tsx b/contrib/copilot-plugin/src/index.tsx
new file mode 100644
index 00000000..8bd94d51
--- /dev/null
+++ b/contrib/copilot-plugin/src/index.tsx
@@ -0,0 +1,79 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import './index.css';
+import App from './app';
+
+declare global {
+  interface Window {
+    PAI_PLUGINS: [{
+      id: string;
+      title: string;
+      uri: string;
+      token: string;
+    }];
+  }
+}
+
+
+if (process.env.NODE_ENV === 'development') {
+  // For local development
+  const container = document.getElementById('root');
+  if (container) {
+    const user = process.env.REACT_APP_USER || "dev.ben";
+    // Set the document title to include the username
+    document.title = `Copilot Plugin (${user})`;
+    
+    const root = ReactDOM.createRoot(container);
+    root.render(
+      <React.StrictMode>
+        <App
+          restUrl="rest-server"
+          user={user}
+          restToken=""
+          modelToken=""
+        />
+      </React.StrictMode>
+    );
+  } else {
+    throw new Error("Root container not found");
+  }
+} else {
+  // For Pai Plugin
+  class ProtocolPluginElement extends HTMLElement {
+    public connectedCallback() {
+      const restUrl = this.getAttribute("pai-rest-server-uri") as string;
+      const user = this.getAttribute("pai-user") as string;
+      const restToken = this.getAttribute("pai-rest-server-token") as string;
+
+      const params = new URLSearchParams(window.location.search);
+      const source = Object(null);
+      if (params.get("op") === "init") {
+        source.protocolItemKey = sessionStorage.getItem("protocolItemKey") || undefined;
+        source.protocolYAML = sessionStorage.getItem("protocolYAML") || "";
+        sessionStorage.removeItem("protocolItemKey");
+        sessionStorage.removeItem("protocolYAML");
+      } else if (params.get("op") === "resubmit") {
+        const sourceJobName = params.get("jobname") || "";
+        const sourceUser = params.get("user") || "";
+        if (sourceJobName && sourceUser) {
+          source.jobName = sourceJobName;
+          source.user = sourceUser;
+        }
+      }
+      console.log("source", source);
+      
+      const plugins = window.PAI_PLUGINS;
+      const pluginIndex = Number(params.get("index")) || 0;
+      const modelToken = plugins[pluginIndex].token || "";
+
+      const root = ReactDOM.createRoot(this);
+      root.render(React.createElement(App, {restUrl, user, restToken, modelToken}));
+    }
+
+  }
+
+  window.customElements.define("pai-plugin", ProtocolPluginElement);
+}
\ No newline at end of file
diff --git a/contrib/copilot-plugin/src/libs/api.ts b/contrib/copilot-plugin/src/libs/api.ts
new file mode 100644
index 00000000..7bc4a77c
--- /dev/null
+++ b/contrib/copilot-plugin/src/libs/api.ts
@@ -0,0 +1,167 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import ky, { Options } from "ky";
+import { Job, useChatStore } from "./state";
+import { toast } from "sonner";
+
+const API_BASE_URL = window.location.origin;
+const TARGET_JOB_TAG = "model-serving";
+
+export const api = {
+  post: async (path: string, key: string | null = null, options: Options = {}) => {
+    if (key) {
+      options.headers = {
+        ...options.headers,
+        Authorization: `Bearer ${key}`,
+      };
+    }
+
+    const response = await ky.post(`${API_BASE_URL}/${path}`, {
+      ...options,
+      timeout: options.timeout !== undefined ? options.timeout : false, // disables timeout by default
+    }).json();
+    return response;
+  },
+
+  // You can also add other methods like GET, PUT, DELETE, etc.
+  get: async (path: string, key: string | null = null, options: Options = {}) => {
+    if (key) {
+      options.headers = {
+        ...options.headers,
+        Authorization: `Bearer ${key}`,
+      };
+    }
+    const response = await ky.get(`${API_BASE_URL}/${path}`, {
+      ...options,
+      timeout: options.timeout !== undefined ? options.timeout : false, // disables timeout by default
+    }).json();
+    return response;
+  },
+
+};
+
+export async function fetchJobList(): Promise<void> {
+  const restServerPath = useChatStore.getState().restServerPath;
+  const restServerToken = useChatStore.getState().restServerToken;
+
+  const getJobsUrl = `${restServerPath}/api/v2/jobs?state=RUNNING`;
+  try {
+    const data: any = await api.get(getJobsUrl, restServerToken);
+    const jobs = (data as { debugId: string, name: string, username: string, state: string }[])
+      .filter(job => job.name.includes(TARGET_JOB_TAG))
+      .map(job => ({
+        id: job.debugId,
+        name: job.name,
+        username: job.username,
+        status: job.state,
+        ip: "",
+        port: 0,
+      } as Job));
+
+    const jobsWithDetails = await Promise.all(jobs.map(async job => {
+      const jobDetailsUrl = `${restServerPath}/api/v2/jobs/${job.username}~${job.name}`;
+      try {
+        const jobInfo: any = await api.get(jobDetailsUrl, restServerToken);
+        const details = jobInfo as { taskRoles: { [key: string]: { taskStatuses: [{ containerIp: string, containerPorts: { http: string } }] } } };
+        if (!details || !details.taskRoles) {
+          console.warn(`No task roles found for job ${job.name}`);
+          return null;
+        }
+        const taskStatuses = Object.values(details.taskRoles)[0].taskStatuses;
+        if (!taskStatuses) {
+          console.warn(`No task statuses found for job ${job.name}`);
+          return null;
+        }
+        job.ip = taskStatuses[0].containerIp;
+        job.port = parseInt(taskStatuses[0].containerPorts.http);
+        return job;
+      } catch (error) {
+        console.warn(`Failed to fetch details for job ${job.name}:`, error);
+        return null;
+      }
+    }));
+
+    const filteredJobs = jobsWithDetails.filter((job): job is Job => job !== null);
+    useChatStore.getState().setAllJobs(filteredJobs);
+    console.log("Fetched job list:", filteredJobs);
+  } catch (error) {
+    console.error("Failed to fetch job list:", error);
+    useChatStore.getState().setAllJobs([]);
+  }
+}
+
+export async function fetchModelsInCurrentJob(): Promise<string[]> {
+  const currentJob = useChatStore.getState().currentJob;
+  if (!currentJob) {
+    console.warn("No current job selected");
+    return [];
+  }
+
+  const jobServerPath = useChatStore.getState().jobServerPath;
+  const jobServerToken = useChatStore.getState().jobServerToken;
+
+  const modelsUrl = `${jobServerPath}/${currentJob.ip}:${currentJob.port}/v1/models`;
+  try {
+    const data: any = await api.get(modelsUrl, jobServerToken);
+    const models = data as { data: [{ id: string }] };
+    if (!models || !models.data) {
+      console.warn(`No models found for job ${currentJob.name}`);
+      useChatStore.getState().setAllModelsInCurrentJob([]);
+      return [];
+    }
+    const modelList = models.data.map((model: { id: string }) => model.id);
+    useChatStore.getState().setAllModelsInCurrentJob(modelList);
+    console.log("Fetched models in current job:", models);
+    return modelList;
+  } catch (error) {
+    console.error("Failed to fetch models in current job:", error);
+    useChatStore.getState().setAllModelsInCurrentJob([]);
+    return [];
+  }
+}
+
+export async function chatRequest() {
+  const currentJob = useChatStore.getState().currentJob;
+  if (!currentJob) {
+    console.warn("No current job selected");
+    return;
+  }
+
+  const jobServerPath = useChatStore.getState().jobServerPath;
+  const jobServerToken = useChatStore.getState().jobServerToken;
+  const currentModel = useChatStore.getState().currentModel;
+  const chatMsgs = useChatStore.getState().chatMsgs;
+
+  const modelsUrl = `${jobServerPath}/${currentJob.ip}:${currentJob.port}/v1/chat/completions`;
+  const data = {
+    model: currentModel,
+    messages: chatMsgs.filter(
+      (msg) => msg.role === "user" || msg.role === "assistant" 
+    ).map((msg) => ({
+      role: msg.role,
+      content: msg.message,
+    })),
+  };
+  try {
+    const response: any = await api.post(modelsUrl, jobServerToken, {
+      json: data,
+    });
+    const respMessages = response.choices.map((choice: any) => choice.message.content);
+    if (respMessages.length === 0) {
+      console.warn("No response messages received from chat request");
+      return;
+    }
+    
+    // Return the response message to be added by the component
+    return {
+      role: "assistant",
+      message: respMessages[0],
+      timestamp: new Date(),
+    };
+  }
+  catch (error) {
+    toast.error("Failed to send chat request:"+ error);
+    return null;
+  }
+}
\ No newline at end of file
diff --git a/contrib/copilot-plugin/src/libs/state.ts b/contrib/copilot-plugin/src/libs/state.ts
new file mode 100644
index 00000000..f5a0605e
--- /dev/null
+++ b/contrib/copilot-plugin/src/libs/state.ts
@@ -0,0 +1,108 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import { create } from "zustand";
+import { v4 as uuidv4 } from "uuid";
+
+export type Status = "loading" | "online" | "offline" | "unknown";
+
+export type ChatMessage = {
+  role: string;
+  message: string;
+  timestamp: Date;
+  messageInfo?: any; // Store the message_info from API response
+};
+
+export type Job = {
+  id: string;
+  name: string;
+  username: string;
+  status: Status;
+  ip: string;
+  port: number;
+}
+
+var init_msg = `
+Welcome to the Copilot Plugin!
+`;
+
+
+interface State {
+
+  paiuser: string;
+  restServerPath: string;
+  jobServerPath: string;
+  restServerToken: string;
+  jobServerToken: string;
+
+  allJobs: Job[];
+  currentJob: Job | null;
+  allModelsInCurrentJob: string[];
+  currentModel: string | null;
+
+  chatMsgs: ChatMessage[];
+  
+  // Conversation management
+  currentConversationId: string;
+
+  setUser: (paiuser: string) => void;
+  setRestServerPath: (path: string) => void;
+  setJobServerPath: (path: string) => void;
+  setRestServerToken: (token: string) => void;
+  setJobServerToken: (token: string) => void;
+  setAllJobs: (jobs: Job[]) => void;
+  setCurrentJob: (job: Job | null) => void;
+  setAllModelsInCurrentJob: (models: string[]) => void;
+  setCurrentModel: (model: string | null) => void;
+  addChat: (chat: ChatMessage) => void;
+  
+  // Conversation management actions
+  generateNewConversationId: () => void;
+}
+
+
+export const useChatStore = create<State>((set) => ({
+  paiuser: "MSR",
+  restServerPath: "rest-server",
+  jobServerPath: "job-server",
+  restServerToken: "",
+  jobServerToken: "",
+  allJobs: [],
+  currentJob: null,
+  allModelsInCurrentJob: [],
+  currentModel: null,
+
+
+  // chatMsgs: [{
+  //   role: "welcome",
+  //   message: init_msg,
+  //   requiresAnswer: false,
+  //   timestamp: new Date()
+  // }],
+  chatMsgs: [],
+  
+  // Initialize with a unique conversation ID (will be updated when user is set)
+  currentConversationId: uuidv4(),
+
+  setUser: (paiuser) => set((state) => ({ 
+    paiuser,
+    currentConversationId: uuidv4()
+  })),
+  setRestServerPath: (path) => set({ restServerPath: path }),
+  setJobServerPath: (path) => set({ jobServerPath: path }),
+  setRestServerToken: (token) => set({ restServerToken: token }),
+  setJobServerToken: (token) => set({ jobServerToken: token }),
+  setAllJobs: (jobs) => set({ allJobs: jobs }),
+  setCurrentJob: (job) => set({ currentJob: job }),
+  setAllModelsInCurrentJob: (models) => set({ allModelsInCurrentJob: models }),
+  setCurrentModel: (model) => set({ currentModel: model }),
+
+  addChat: (log) => set((state) => ({ chatMsgs: [...state.chatMsgs, log] })),
+  
+  // Generate a new conversation ID (useful for starting a new conversation)
+  generateNewConversationId: () => set((state) => ({ 
+    currentConversationId: uuidv4(),
+    chatMsgs: [] // Clear chat messages when starting new conversation
+  })),
+
+}));
diff --git a/contrib/copilot-plugin/src/libs/utils.ts b/contrib/copilot-plugin/src/libs/utils.ts
new file mode 100644
index 00000000..c219a96e
--- /dev/null
+++ b/contrib/copilot-plugin/src/libs/utils.ts
@@ -0,0 +1,11 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import { type ClassValue, clsx } from "clsx"
+import { twMerge } from "tailwind-merge"
+
+export function cn(...inputs: ClassValue[]) {
+  return twMerge(clsx(inputs))
+}
+
+
diff --git a/contrib/copilot-plugin/src/react-app-env.d.ts b/contrib/copilot-plugin/src/react-app-env.d.ts
new file mode 100644
index 00000000..987acd9b
--- /dev/null
+++ b/contrib/copilot-plugin/src/react-app-env.d.ts
@@ -0,0 +1,51 @@
+declare module '*.css' {
+  const content: { [className: string]: string };
+  export default content;
+}
+
+declare module '*.scss' {
+  const content: { [className: string]: string };
+  export default content;
+}
+
+declare module '*.sass' {
+  const content: { [className: string]: string };
+  export default content;
+}
+
+declare module '*.svg' {
+  import * as React from 'react';
+  export const ReactComponent: React.FunctionComponent<React.SVGProps<SVGSVGElement> & { title?: string }>;
+  const src: string;
+  export default src;
+}
+
+declare module '*.png' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.jpg' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.jpeg' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.gif' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.bmp' {
+  const src: string;
+  export default src;
+}
+
+declare module '*.webp' {
+  const src: string;
+  export default src;
+}
diff --git a/contrib/copilot-plugin/tailwind.config.js b/contrib/copilot-plugin/tailwind.config.js
new file mode 100644
index 00000000..2bfa6b03
--- /dev/null
+++ b/contrib/copilot-plugin/tailwind.config.js
@@ -0,0 +1,15 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+/** @type {import('tailwindcss').Config} */
+module.exports = {
+  content: [
+    "./src/**/*.{js,jsx,ts,tsx}",
+    "./public/index.html"
+  ],
+  theme: {
+    extend: {},
+  },
+  plugins: [],
+}
+
diff --git a/contrib/copilot-plugin/tsconfig.json b/contrib/copilot-plugin/tsconfig.json
new file mode 100644
index 00000000..4a501cc1
--- /dev/null
+++ b/contrib/copilot-plugin/tsconfig.json
@@ -0,0 +1,26 @@
+{
+  "compilerOptions": {
+    "target": "es5",
+    "lib": [
+      "dom",
+      "dom.iterable",
+      "esnext"
+    ],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "esModuleInterop": true,
+    "allowSyntheticDefaultImports": true,
+    "strict": false,
+    "forceConsistentCasingInFileNames": true,
+    "noFallthroughCasesInSwitch": true,
+    "module": "esnext",
+    "moduleResolution": "node",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "noEmit": true,
+    "jsx": "react-jsx"
+  },
+  "include": [
+    "src"
+  ]
+}
diff --git a/contrib/ha-storage/others/scripts/checkservices.sh b/contrib/ha-storage/others/scripts/checkservices.sh
index d8632b62..b973de67 100644
--- a/contrib/ha-storage/others/scripts/checkservices.sh
+++ b/contrib/ha-storage/others/scripts/checkservices.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 logpath="/var/log/drbdha"
 
 genePath(){
diff --git a/contrib/ha-storage/others/scripts/notify.sh b/contrib/ha-storage/others/scripts/notify.sh
index a0fe7110..c6194b41 100644
--- a/contrib/ha-storage/others/scripts/notify.sh
+++ b/contrib/ha-storage/others/scripts/notify.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 # parameters
 # $(n-3) = "GROUP"|"INSTANCE"
 # $(n-2) = name of the group or instance
diff --git a/contrib/ha-storage/scripts/chkha.sh b/contrib/ha-storage/scripts/chkha.sh
index 7ee8c537..6403c570 100644
--- a/contrib/ha-storage/scripts/chkha.sh
+++ b/contrib/ha-storage/scripts/chkha.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 #constants
 source .env
 resource="drbdha"
diff --git a/contrib/ha-storage/scripts/copy.sh b/contrib/ha-storage/scripts/copy.sh
index 411b9658..dbb9acb9 100644
--- a/contrib/ha-storage/scripts/copy.sh
+++ b/contrib/ha-storage/scripts/copy.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 source ../.env
 envsubst < ../conf/drbdha.res.template > ../conf/drbdha.res
 if [ -n "$SMTP_HOST" ] && [ -n "$SMTP_PORT" ] && [ -n "$SMTP_USER" ] && [ -n "$SMTP_PASS" ] && [ -n "$SMTP_RECIPIENT" ]; then 
diff --git a/contrib/ha-storage/scripts/maintain.sh b/contrib/ha-storage/scripts/maintain.sh
index 2ba34e3e..1ece0331 100644
--- a/contrib/ha-storage/scripts/maintain.sh
+++ b/contrib/ha-storage/scripts/maintain.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 STATE=${1}
 
 # constants
diff --git a/contrib/kubespray/aks-pv.yaml.template b/contrib/kubespray/aks-pv.yaml.template
index 3deed647..ecb3b30e 100644
--- a/contrib/kubespray/aks-pv.yaml.template
+++ b/contrib/kubespray/aks-pv.yaml.template
@@ -26,4 +26,53 @@ spec:
   - --file-cache-timeout=7200
   persistentVolumeReclaimPolicy: Retain
   storageClassName: azureblob-fuse-premium
-  volumeMode: Filesystem
\ No newline at end of file
+  volumeMode: Filesystem
+---
+apiVersion: v1
+kind: PersistentVolume
+metadata:
+  name: pv-prometheus-blob
+spec:
+  accessModes:
+  - ReadWriteMany
+  capacity:
+    storage: 1Pi
+  csi:
+    driver: blob.csi.azure.com
+    volumeAttributes:
+      AzureStorageAuthType: MSI
+      AzureStorageIdentityClientID: {{STORAGE_MANAGED_IDENTITY_ID}}
+      containerName: prometheus
+      protocol: fuse
+      resourceGroup: {{RESOURCE_GROUP}}
+      storageAccount: {{STORAGE_ACCOUNT}}
+    volumeHandle: pv-prometheus-blob
+  mountOptions:
+  - --allow-other
+  - --attr-timeout=120
+  - --entry-timeout=120
+  - --attr-cache-timeout=120
+  - --tmp-path=/mnt/blobfuse2
+  - --file-cache-timeout=7200
+  persistentVolumeReclaimPolicy: Retain
+  storageClassName: azureblob-fuse-premium
+  volumeMode: Filesystem
+---
+apiVersion: v1
+kind: PersistentVolume
+metadata:
+  name: pv-prometheus-disk
+spec:
+  capacity:
+    storage: 8Ti
+  csi:
+    driver: disk.csi.azure.com
+    volumeHandle: >-
+      /subscriptions/{{ SUBSCRIPTION_ID }}/resourceGroups/{{ RESOURCE_GROUP }}/providers/Microsoft.Compute/disks/{{ prometheusDiskName }}
+    volumeAttributes:
+      fsType: ext4
+  accessModes:
+    - ReadWriteOnce
+  persistentVolumeReclaimPolicy: Retain
+  storageClassName: managed-csi
+  volumeMode: Filesystem
diff --git a/contrib/kubespray/aks-pvc.yaml b/contrib/kubespray/aks-pvc.yaml
index a54d6166..6d0d25c5 100644
--- a/contrib/kubespray/aks-pvc.yaml
+++ b/contrib/kubespray/aks-pvc.yaml
@@ -11,4 +11,34 @@ spec:
       storage: 1Pi
   volumeName: pv-user-logs
   storageClassName: azureblob-fuse-premium
-  volumeMode: Filesystem
\ No newline at end of file
+  volumeMode: Filesystem
+---
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: pvc-prometheus-blob
+  namespace: default
+spec:
+  accessModes:
+    - ReadWriteMany
+  resources:
+    requests:
+      storage: 1Pi
+  volumeName: pv-prometheus-blob
+  storageClassName: azureblob-fuse-premium
+  volumeMode: Filesystem
+---
+kind: PersistentVolumeClaim
+apiVersion: v1
+metadata:
+  name: pvc-prometheus-disk
+  namespace: default
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: 20Gi
+  volumeName: pv-prometheus-disk
+  storageClassName: managed-csi
+  volumeMode: Filesystem
diff --git a/contrib/kubespray/boot.sh b/contrib/kubespray/boot.sh
index c9aa369a..29b01b93 100644
--- a/contrib/kubespray/boot.sh
+++ b/contrib/kubespray/boot.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 while getopts "w:m:c:" opt; do
   case $opt in
     w)
diff --git a/contrib/kubespray/clean-nvidia-driver-by-openpai.sh b/contrib/kubespray/clean-nvidia-driver-by-openpai.sh
index 379484a8..fc3796c8 100644
--- a/contrib/kubespray/clean-nvidia-driver-by-openpai.sh
+++ b/contrib/kubespray/clean-nvidia-driver-by-openpai.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 lsmod | grep -qE "^nvidia" &&
 {
     DEP_MODS=`lsmod | tr -s " " | grep -E "^nvidia" | cut -f 4 -d " "`
diff --git a/contrib/kubespray/post-installation.sh b/contrib/kubespray/post-installation.sh
index e4639830..cbee1ccd 100644
--- a/contrib/kubespray/post-installation.sh
+++ b/contrib/kubespray/post-installation.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 while getopts "l:c:" opt; do
diff --git a/contrib/kubespray/quick-start-kubespray.sh b/contrib/kubespray/quick-start-kubespray.sh
index 40ef9441..417cc2d6 100644
--- a/contrib/kubespray/quick-start-kubespray.sh
+++ b/contrib/kubespray/quick-start-kubespray.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 if getopts "v" opt; then
   case $opt in
     v)
diff --git a/contrib/kubespray/quick-start-service.sh b/contrib/kubespray/quick-start-service.sh
index e1344505..cd2a853c 100644
--- a/contrib/kubespray/quick-start-service.sh
+++ b/contrib/kubespray/quick-start-service.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 # assume pwd is pai/contrib/kubespray
diff --git a/contrib/kubespray/quick-start/openpai.yml.template b/contrib/kubespray/quick-start/openpai.yml.template
index d76ee812..9fd6e904 100644
--- a/contrib/kubespray/quick-start/openpai.yml.template
+++ b/contrib/kubespray/quick-start/openpai.yml.template
@@ -364,6 +364,9 @@ hyperkube_download_url: "{{ env['cfg']['hyperkube_download_url'] }}"
 kube_network_plugin: {{ env['cfg']['openpai_kube_network_plugin'] | default('cilium') }}
 {%- if 'openpai_kube_network_plugin' not in env['cfg'] or env['cfg']['openpai_kube_network_plugin'] == 'cilium' %}
 cilium_enable_portmap: true
+# update strict to true when upgrading kubespray version
+cilium_kube_proxy_replacement: strict
+cilium_bpf_map_dynamic_size_ratio: 0.001
 {%- endif %}
 
 {%- if 'openpai_kubespray_extra_var' in env['cfg'] %}
diff --git a/contrib/kubespray/requirement.sh b/contrib/kubespray/requirement.sh
index a7b10f11..fb30acd1 100644
--- a/contrib/kubespray/requirement.sh
+++ b/contrib/kubespray/requirement.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 while getopts "l:c:" opt; do
diff --git a/contrib/kubespray/roles/docker-cache/install/files/add_docker_cache_config.py b/contrib/kubespray/roles/docker-cache/install/files/add_docker_cache_config.py
index c6729773..d679a84c 100644
--- a/contrib/kubespray/roles/docker-cache/install/files/add_docker_cache_config.py
+++ b/contrib/kubespray/roles/docker-cache/install/files/add_docker_cache_config.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from pathlib import Path
 import argparse
 import json
diff --git a/contrib/kubespray/script/configuration-kubespray.sh b/contrib/kubespray/script/configuration-kubespray.sh
index bfcf5e27..ba039e75 100644
--- a/contrib/kubespray/script/configuration-kubespray.sh
+++ b/contrib/kubespray/script/configuration-kubespray.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 while getopts "l:c:" opt; do
diff --git a/contrib/kubespray/script/environment.sh b/contrib/kubespray/script/environment.sh
index c5f54299..5575e71a 100644
--- a/contrib/kubespray/script/environment.sh
+++ b/contrib/kubespray/script/environment.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 while getopts "c:" opt; do
   case $opt in
     c)
@@ -43,4 +46,10 @@ echo "Install sshpass"
 sudo apt-get -y install sshpass
 
 echo "Install kubespray's requirements and ansible is included"
+sudo apt-get -y remove python3-cryptography python3-cffi # avoid conflict with pip
 sudo python3 -m pip install -r ${HOME}/pai-deploy/kubespray/requirements.txt
+
+# workaround python3-apt issue
+SOABI=$(python3 -c 'import sysconfig; print(sysconfig.get_config_var("SOABI"))')
+sudo ln -sf /usr/lib/python3/dist-packages/apt_inst.${SOABI}.so /usr/lib/python3/dist-packages/apt_inst.so
+sudo ln -sf /usr/lib/python3/dist-packages/apt_pkg.${SOABI}.so /usr/lib/python3/dist-packages/apt_pkg.so
diff --git a/contrib/kubespray/script/k8s_generator.py b/contrib/kubespray/script/k8s_generator.py
index f10978d6..b0e218fb 100644
--- a/contrib/kubespray/script/k8s_generator.py
+++ b/contrib/kubespray/script/k8s_generator.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import sys
 import argparse
diff --git a/contrib/kubespray/script/kubernetes-boot.sh b/contrib/kubespray/script/kubernetes-boot.sh
index feac334c..c512ad91 100644
--- a/contrib/kubespray/script/kubernetes-boot.sh
+++ b/contrib/kubespray/script/kubernetes-boot.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 echo "setup k8s cluster"
 cd ${HOME}/pai-deploy/kubespray
 # Ubuntu 20.04 doesn't have python2 pre-installed,
diff --git a/contrib/kubespray/script/machine_list_generator.py b/contrib/kubespray/script/machine_list_generator.py
index 58dbe025..4072e62a 100644
--- a/contrib/kubespray/script/machine_list_generator.py
+++ b/contrib/kubespray/script/machine_list_generator.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import argparse
 import math
diff --git a/contrib/kubespray/script/modify_csi_blob_node_yaml.py b/contrib/kubespray/script/modify_csi_blob_node_yaml.py
index dcb593fe..9755175b 100644
--- a/contrib/kubespray/script/modify_csi_blob_node_yaml.py
+++ b/contrib/kubespray/script/modify_csi_blob_node_yaml.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import requests
 import yaml
 import sys
diff --git a/contrib/kubespray/script/openpai_generator.py b/contrib/kubespray/script/openpai_generator.py
index 0b24eaab..bd5547fe 100644
--- a/contrib/kubespray/script/openpai_generator.py
+++ b/contrib/kubespray/script/openpai_generator.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import sys
 import re
diff --git a/contrib/kubespray/script/requirements.txt b/contrib/kubespray/script/requirements.txt
index aac0b528..6cb444d7 100644
--- a/contrib/kubespray/script/requirements.txt
+++ b/contrib/kubespray/script/requirements.txt
@@ -3,3 +3,5 @@ schema==0.7.7
 jinja2==3.1.4
 pyOpenSSL==24.1.0
 requests==2.32.3
+oauthlib==3.3.1
+cffi==2.0.0
diff --git a/contrib/kubespray/script/service-boot.sh b/contrib/kubespray/script/service-boot.sh
index 0655707a..bed3e818 100644
--- a/contrib/kubespray/script/service-boot.sh
+++ b/contrib/kubespray/script/service-boot.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 while getopts "c:" opt; do
diff --git a/contrib/kubespray/script/setup_k8s.sh b/contrib/kubespray/script/setup_k8s.sh
index 29438183..74850023 100644
--- a/contrib/kubespray/script/setup_k8s.sh
+++ b/contrib/kubespray/script/setup_k8s.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 script_path=$(dirname "$(readlink -f "$0")")
diff --git a/contrib/kubespray/script/setup_storage_identity.sh b/contrib/kubespray/script/setup_storage_identity.sh
new file mode 100644
index 00000000..51082574
--- /dev/null
+++ b/contrib/kubespray/script/setup_storage_identity.sh
@@ -0,0 +1,40 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+set -e
+if [ $# -lt 2 ]; then
+  echo "Usage: $0 <resourceGroup> <storageIndentityName>"
+  exit 1
+fi
+resourceGroup="$1"
+storageIndentityName="$2"
+
+echo "Get client ID of the storage identity..."
+storageIdentityId=$(az identity show --name "$storageIndentityName" --resource-group "$resourceGroup" --query "clientId" -o tsv)
+if [ -z "$storageIdentityId" ]; then
+  echo "Error: Failed to get client ID for storage identity '$storageIndentityName' in resource group '$resourceGroup'."
+  exit 1
+fi
+
+issueUrl=$(az aks show --name aks-openpai --resource-group "$resourceGroup" --query "oidcIssuerProfile.issuerUrl" --output tsv)
+
+if [ -z "$issueUrl" ]; then
+  echo "Error: Failed to get OIDC issuer URL for AKS cluster."
+  exit 1
+fi
+
+echo "Creating service account 'blob-access-pod-sa' in namespace 'default'..."
+kubectl create serviceaccount blob-access-pod-sa -n default
+
+echo "Creating federated credential for the service account..."
+az identity federated-credential create \
+  --name blob-access-pod-federated-cred \
+  --identity-name "$storageIndentityName" \
+  --resource-group "$resourceGroup" \
+  --issuer "$issueUrl" \
+  --subject system:serviceaccount:default:blob-access-pod-sa
+
+echo "Creating configmap 'blob-access-pod-identity' in namespace 'default' with storageIdentityId..."
+kubectl create configmap blob-access-pod-identity -n default --from-literal=storageIdentityId="$storageIdentityId"
diff --git a/contrib/kubespray/script/start-service-in-dev-box.all.sh b/contrib/kubespray/script/start-service-in-dev-box.all.sh
index 7664d77b..18beb51c 100644
--- a/contrib/kubespray/script/start-service-in-dev-box.all.sh
+++ b/contrib/kubespray/script/start-service-in-dev-box.all.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 while getopts "c:n:" opt; do
   case $opt in
diff --git a/contrib/kubespray/script/start-service-in-dev-box.sh b/contrib/kubespray/script/start-service-in-dev-box.sh
index b21d48f0..3c83969c 100644
--- a/contrib/kubespray/script/start-service-in-dev-box.sh
+++ b/contrib/kubespray/script/start-service-in-dev-box.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -e
 
 echo "pai" > cluster-id
diff --git a/contrib/kubespray/script/utils.py b/contrib/kubespray/script/utils.py
index 06cca482..a0a14159 100644
--- a/contrib/kubespray/script/utils.py
+++ b/contrib/kubespray/script/utils.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import logging
 import logging.config
 import yaml
diff --git a/contrib/kubespray/script/validate_layout_schema.py b/contrib/kubespray/script/validate_layout_schema.py
index 49f9a358..c02d3a33 100644
--- a/contrib/kubespray/script/validate_layout_schema.py
+++ b/contrib/kubespray/script/validate_layout_schema.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import argparse
 import sys
 from schema import Schema, Or, Optional, Regex
diff --git a/contrib/profiler/utils.py b/contrib/profiler/utils.py
index 0cd2ab4c..851b8c82 100644
--- a/contrib/profiler/utils.py
+++ b/contrib/profiler/utils.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import numpy as np
 from enum import Enum
 
diff --git a/contrib/submit-job-v2/package.json b/contrib/submit-job-v2/package.json
index 1ec0edcf..6699c7e4 100644
--- a/contrib/submit-job-v2/package.json
+++ b/contrib/submit-job-v2/package.json
@@ -19,7 +19,8 @@
   "homepage": "https://github.com/Microsoft/pai#readme",
   "license": "MIT",
   "dependencies": {
-    "@microsoft/openpai-js-sdk": "^0.1.5",
+    "@microsoft/openpai-js-sdk": "file:../../src/openpai-js-sdk/microsoft-openpai-js-sdk-0.2.0.tgz",
+    "buffer": "^6.0.3",
     "classnames": "^2.2.6",
     "core-js": "^3.0.1",
     "immutability-helper": "^3.0.0",
@@ -27,9 +28,12 @@
     "js-yaml": "^3.13.1",
     "monaco-editor": "^0.20.0",
     "office-ui-fabric-react": "^6.162.1",
+    "process": "^0.11.10",
     "react": "^16.8.4",
     "react-dom": "^16.8.4",
     "react-monaco-editor": "^0.25.1",
+    "stream-browserify": "^3.0.0",
+    "util": "^0.12.5",
     "whatwg-fetch": "^3.0.0"
   },
   "devDependencies": {
@@ -38,19 +42,19 @@
     "@types/js-yaml": "^3.12.1",
     "@types/react": "^16.8.7",
     "@types/react-dom": "^16.8.2",
-    "css-loader": "^2.1.1",
-    "file-loader": "^3.0.1",
+    "css-loader": "^6.0.0",
+    "file-loader": "^6.0.0",
     "monaco-editor-webpack-plugin": "^1.7.0",
-    "node-sass": "^4.14.1",
-    "sass-loader": "^7.1.0",
-    "style-loader": "^0.23.1",
-    "ts-loader": "^6.2.1",
-    "ts-node": "^8.0.3",
+    "sass": "^1.69.0",
+    "sass-loader": "^13.0.0",
+    "style-loader": "^3.0.0",
+    "ts-loader": "^9.0.0",
+    "ts-node": "^10.0.0",
     "tslint": "^5.20.1",
     "tslint-react": "^3.6.0",
-    "typescript": "^3.3.3333",
-    "webpack": "^4.29.6",
-    "webpack-cli": "^3.2.3",
-    "webpack-dev-server": "^3.2.1"
+    "typescript": "^4.9.0",
+    "webpack": "^5.88.0",
+    "webpack-cli": "^5.1.0",
+    "webpack-dev-server": "^4.15.0"
   }
 }
diff --git a/contrib/submit-job-v2/src/App/MarketplaceForm.tsx b/contrib/submit-job-v2/src/App/MarketplaceForm.tsx
index 232e59a6..8becb899 100644
--- a/contrib/submit-job-v2/src/App/MarketplaceForm.tsx
+++ b/contrib/submit-job-v2/src/App/MarketplaceForm.tsx
@@ -189,7 +189,7 @@ export default class MarketplaceForm extends React.Component<IMarketplaceProps,
         const refs = await fetch(`https://api.github.com/repos/${owner}/${repo}/git/refs/heads/${paths[0]}`);
         refsData = await refs.json();
       } catch (err) {
-        alert(err.message);
+        alert(err instanceof Error ? err.message : String(err));
       }
       if (Array.isArray(refsData)) {
         for (const i of refsData) {
diff --git a/contrib/submit-job-v2/src/App/ProtocolForm.tsx b/contrib/submit-job-v2/src/App/ProtocolForm.tsx
index 517a1a70..0f7ecb3a 100644
--- a/contrib/submit-job-v2/src/App/ProtocolForm.tsx
+++ b/contrib/submit-job-v2/src/App/ProtocolForm.tsx
@@ -5,7 +5,7 @@ import React, { Suspense, lazy } from "react";
 import {
   ChoiceGroup, DefaultButton, DefaultPalette, Fabric, IChoiceGroupOption, IRenderFunction,
   Label, List, Panel, PanelType, PrimaryButton, Stack, Spinner, SpinnerSize, Text, TextField, Toggle,
-  initializeIcons, mergeStyleSets,
+  mergeStyleSets,
 } from "office-ui-fabric-react";
 import Cookies from "js-cookie";
 import classNames from "classnames/bind";
@@ -15,6 +15,7 @@ import { PAIV2 } from "@microsoft/openpai-js-sdk";
 
 import monacoStyles from "./monaco.scss";
 import MarketplaceForm from "./MarketplaceForm";
+import { initializeIconsOnce } from "../utils/icon-initializer";
 
 const MonacoEditor = lazy(() => import("react-monaco-editor"));
 const styles = mergeStyleSets({
@@ -109,9 +110,9 @@ const styles = mergeStyleSets({
     border: "0",
   },
 });
-const cx = classNames.bind(styles);
+const cx = classNames.bind(styles as any);
 
-initializeIcons();
+initializeIconsOnce();
 
 interface IArrayObj {
   [key: string]: string;
@@ -366,7 +367,7 @@ export default class ProtocolForm extends React.Component<IProtocolProps, IProto
         });
       }
     } catch (err) {
-      alert(err.message);
+      alert(err instanceof Error ? err.message : String(err));
     }
     this.setState({ loading: false });
   }
@@ -399,7 +400,7 @@ export default class ProtocolForm extends React.Component<IProtocolProps, IProto
         protocolYAML: text,
       });
     } catch (err) {
-      alert(err.message);
+      alert(err instanceof Error ? err.message : String(err));
     }
   }
 
@@ -420,7 +421,7 @@ export default class ProtocolForm extends React.Component<IProtocolProps, IProto
           protocolYAML: text,
         });
       } catch (err) {
-        alert(err.message);
+        alert(err instanceof Error ? err.message : String(err));
       }
     });
     fileReader.readAsText(files[0]);
@@ -519,7 +520,7 @@ export default class ProtocolForm extends React.Component<IProtocolProps, IProto
         showEditor: false,
       });
     } catch (err) {
-      alert(err.message);
+      alert(err instanceof Error ? err.message : String(err));
     }
   }
 
@@ -551,7 +552,7 @@ export default class ProtocolForm extends React.Component<IProtocolProps, IProto
         window.location.href = `/job-detail.html?username=${this.props.user}&jobName=${this.state.jobName}`;
       }
     } catch (err) {
-      alert(err.message);
+      alert(err instanceof Error ? err.message : String(err));
     }
   }
 }
diff --git a/contrib/submit-job-v2/src/App/TensorBoard.tsx b/contrib/submit-job-v2/src/App/TensorBoard.tsx
index 460a6030..855458b6 100644
--- a/contrib/submit-job-v2/src/App/TensorBoard.tsx
+++ b/contrib/submit-job-v2/src/App/TensorBoard.tsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React from "react";
 import { ComboBox, IComboBox, IComboBoxOption, Toggle, Stack, TextField } from "office-ui-fabric-react";
 import update from "immutability-helper";
diff --git a/contrib/submit-job-v2/src/index.ts b/contrib/submit-job-v2/src/index.ts
index fa8fd4d0..f90e1de5 100644
--- a/contrib/submit-job-v2/src/index.ts
+++ b/contrib/submit-job-v2/src/index.ts
@@ -6,18 +6,18 @@ import "whatwg-fetch";
 
 import React from "react";
 import ReactDOM from "react-dom";
-import { resolve } from "url";
 
 import App from "./App";
 
 declare let __webpack_public_path__: string;
-const publicPath = __webpack_public_path__ = resolve((window.document.currentScript as HTMLScriptElement).src, "./");
+const scriptSrc = (window.document.currentScript as HTMLScriptElement).src;
+const publicPath = __webpack_public_path__ = new URL("./", scriptSrc).href;
 
 (window as any).MonacoEnvironment = {
   getWorkerUrl() {
     const code = `
     self.MonacoEnvironment = { baseUrl: '${publicPath}' };
-    importScripts('${resolve(publicPath, "editor.worker.js")}');`;
+    importScripts('${new URL("editor.worker.js", publicPath).href}');`;
     return `data:application/javascript;charset=utf-8,${encodeURIComponent(code)}`;
   },
 };
diff --git a/contrib/submit-job-v2/src/utils/icon-initializer.ts b/contrib/submit-job-v2/src/utils/icon-initializer.ts
new file mode 100644
index 00000000..08135f42
--- /dev/null
+++ b/contrib/submit-job-v2/src/utils/icon-initializer.ts
@@ -0,0 +1,27 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import { initializeIcons as fluentInitializeIcons } from "office-ui-fabric-react";
+
+// Global flag to ensure icons are only initialized once
+const ICONS_INITIALIZED_KEY = "__FLUENT_ICONS_INITIALIZED__";
+
+/**
+ * Initialize Fluent UI icons once globally
+ * This wrapper ensures initializeIcons is only called once across the entire application
+ * to prevent duplicate icon registration warnings
+ */
+export function initializeIconsOnce() {
+  // Check if icons have already been initialized
+  if (typeof window !== "undefined" && (window as any)[ICONS_INITIALIZED_KEY]) {
+    return;
+  }
+
+  // Mark as initialized before calling to prevent race conditions
+  if (typeof window !== "undefined") {
+    (window as any)[ICONS_INITIALIZED_KEY] = true;
+  }
+
+  // Initialize all Fluent UI MDL2 icons
+  fluentInitializeIcons();
+}
diff --git a/contrib/submit-job-v2/webpack.config.js b/contrib/submit-job-v2/webpack.config.js
index 04b6b617..4e331df0 100644
--- a/contrib/submit-job-v2/webpack.config.js
+++ b/contrib/submit-job-v2/webpack.config.js
@@ -38,11 +38,11 @@ const configuration = {
           {
             loader: "css-loader",
             options: {
-              url: true,
-              modules: true,
               sourceMap: true,
-              camelCase: true,
-              localIdentName: "[name]-[local]--[hash:base64:6]",
+              modules: {
+                localIdentName: "[name]-[local]--[hash:base64:6]",
+                exportLocalsConvention: "camelCase",
+              },
             },
           },
           "sass-loader",
@@ -61,12 +61,36 @@ const configuration = {
   },
   resolve: {
     extensions: [".tsx", ".ts", ".js", ".json"],
+    alias: {
+      'process/browser': require.resolve('process/browser.js'),
+    },
+    fallback: {
+      fs: false,
+      net: false,
+      tls: false,
+      process: require.resolve('process/browser'),
+      buffer: require.resolve('buffer/'),
+      util: require.resolve("util/"),
+      stream: require.resolve("stream-browserify"),
+      http: false,
+      https: false,
+      zlib: false,
+      path: false,
+      crypto: false,
+      url: false,
+      querystring: false,
+      assert: false,
+    }
   },
   plugins: [
     new webpack.IgnorePlugin({
       resourceRegExp: /^esprima$/,
       contextRegExp: /js-yaml/,
     }),
+    new webpack.ProvidePlugin({
+      process: 'process/browser',
+      Buffer: ['buffer', 'Buffer'],
+    }),
     new MonacoWebpackPlugin({
       languages: ["yaml"],
       features: ["folding"],
@@ -75,16 +99,7 @@ const configuration = {
   devServer: {
     host: "0.0.0.0",
     port: 9290,
-    contentBase: false,
-    watchOptions: {
-      ignored: /node_modules/,
-    },
-    disableHostCheck: true,
-  },
-  node: {
-    fs: 'empty',
-    net: 'empty',
-    tls: 'empty',
+    static: false,
   }
 };
 
diff --git a/contrib/submit-job-v2/yarn.lock b/contrib/submit-job-v2/yarn.lock
index ba9aac94..ab85a864 100644
--- a/contrib/submit-job-v2/yarn.lock
+++ b/contrib/submit-job-v2/yarn.lock
@@ -2,264 +2,526 @@
 # yarn lockfile v1
 
 
-"@apidevtools/json-schema-ref-parser@^8.0.0":
-  version "8.0.0"
-  resolved "https://registry.yarnpkg.com/@apidevtools/json-schema-ref-parser/-/json-schema-ref-parser-8.0.0.tgz#9eb749499b3f8d919e90bb141e4b6f67aee4692d"
-  integrity sha512-n4YBtwQhdpLto1BaUCyAeflizmIbaloGShsPyRtFf5qdFJxfssj+GgLavczgKJFa3Bq+3St2CKcpRJdjtB4EBw==
-  dependencies:
-    "@jsdevtools/ono" "^7.1.0"
-    call-me-maybe "^1.0.1"
-    js-yaml "^3.13.1"
-
-"@apidevtools/openapi-schemas@^2.0.2":
-  version "2.0.3"
-  resolved "https://registry.yarnpkg.com/@apidevtools/openapi-schemas/-/openapi-schemas-2.0.3.tgz#c21f198b445bc8b8a90cd4f97534b96deefdfcb4"
-  integrity sha512-QoPaxGXfgqgGpK1p21FJ400z56hV681a8DOcZt3J5z0WIHgFeaIZ4+6bX5ATqmOoCpRCsH4ITEwKaOyFMz7wOA==
-
-"@apidevtools/swagger-methods@^3.0.0":
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/@apidevtools/swagger-methods/-/swagger-methods-3.0.1.tgz#cf3b1c6b92f811d3f14d51645d277fb54ddd5211"
-  integrity sha512-1Vlm18XYW6Yg7uHunroXeunWz5FShPFAdxBbPy8H6niB2Elz9QQsCoYHMbcc11EL1pTxaIr9HXz2An/mHXlX1Q==
-
-"@apidevtools/swagger-parser@^9.0.1":
-  version "9.0.1"
-  resolved "https://registry.yarnpkg.com/@apidevtools/swagger-parser/-/swagger-parser-9.0.1.tgz#592e39dc412452ac4b34507a765e4d74ff6eda14"
-  integrity sha512-Irqybg4dQrcHhZcxJc/UM4vO7Ksoj1Id5e+K94XUOzllqX1n47HEA50EKiXTCQbykxuJ4cYGIivjx/MRSTC5OA==
-  dependencies:
-    "@apidevtools/json-schema-ref-parser" "^8.0.0"
-    "@apidevtools/openapi-schemas" "^2.0.2"
-    "@apidevtools/swagger-methods" "^3.0.0"
-    "@jsdevtools/ono" "^7.1.0"
-    call-me-maybe "^1.0.1"
-    openapi-types "^1.3.5"
-    z-schema "^4.2.2"
-
-"@azure/abort-controller@^1.0.0":
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/@azure/abort-controller/-/abort-controller-1.0.1.tgz#8510935b25ac051e58920300e9d7b511ca6e656a"
-  integrity sha512-wP2Jw6uPp8DEDy0n4KNidvwzDjyVV2xnycEIq7nPzj1rHyb/r+t3OPeNT1INZePP2wy5ZqlwyuyOMTi0ePyY1A==
+"@apidevtools/json-schema-ref-parser@14.0.1":
+  version "14.0.1"
+  resolved "https://registry.npmjs.org/@apidevtools/json-schema-ref-parser/-/json-schema-ref-parser-14.0.1.tgz"
+  integrity sha512-Oc96zvmxx1fqoSEdUmfmvvb59/KDOnUoJ7s2t7bISyAn0XEz57LCCw8k2Y4Pf3mwKaZLMciESALORLgfe2frCw==
   dependencies:
-    tslib "^1.9.3"
+    "@types/json-schema" "^7.0.15"
+    js-yaml "^4.1.0"
 
-"@azure/core-asynciterator-polyfill@^1.0.0":
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/@azure/core-asynciterator-polyfill/-/core-asynciterator-polyfill-1.0.0.tgz#dcccebb88406e5c76e0e1d52e8cc4c43a68b3ee7"
-  integrity sha512-kmv8CGrPfN9SwMwrkiBK9VTQYxdFQEGe0BmQk+M8io56P9KNzpAxcWE/1fxJj7uouwN4kXF0BHW8DNlgx+wtCg==
+"@apidevtools/openapi-schemas@^2.1.0":
+  version "2.1.0"
+  resolved "https://registry.npmjs.org/@apidevtools/openapi-schemas/-/openapi-schemas-2.1.0.tgz"
+  integrity sha512-Zc1AlqrJlX3SlpupFGpiLi2EbteyP7fXmUOGup6/DnkRgjP9bgMM/ag+n91rsv0U1Gpz0H3VILA/o3bW7Ua6BQ==
 
-"@azure/core-auth@^1.1.2":
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/@azure/core-auth/-/core-auth-1.1.2.tgz#0e47dbe3f799a698d61535f92d1b7ec956c14360"
-  integrity sha512-IUbP/f3v96dpHgXUwsAjUwDzjlUjawyUhWhGKKB6Qxy+iqppC/pVBPyc6kdpyTe7H30HN+4H3f0lar7Wp9Hx6A==
+"@apidevtools/swagger-methods@^3.0.2":
+  version "3.0.2"
+  resolved "https://registry.npmjs.org/@apidevtools/swagger-methods/-/swagger-methods-3.0.2.tgz"
+  integrity sha512-QAkD5kK2b1WfjDS/UQn/qQkbwF31uqRjPTrsCs5ZG9BQGAkjwvqGFjjPqAuzac/IYzpPtRzjCP1WrTuAIjMrXg==
+
+"@apidevtools/swagger-parser@^12.1.0":
+  version "12.1.0"
+  resolved "https://registry.npmjs.org/@apidevtools/swagger-parser/-/swagger-parser-12.1.0.tgz"
+  integrity sha512-e5mJoswsnAX0jG+J09xHFYQXb/bUc5S3pLpMxUuRUA2H8T2kni3yEoyz2R3Dltw5f4A6j6rPNMpWTK+iVDFlng==
+  dependencies:
+    "@apidevtools/json-schema-ref-parser" "14.0.1"
+    "@apidevtools/openapi-schemas" "^2.1.0"
+    "@apidevtools/swagger-methods" "^3.0.2"
+    ajv "^8.17.1"
+    ajv-draft-04 "^1.0.0"
+    call-me-maybe "^1.0.2"
+
+"@azure/abort-controller@^2.0.0", "@azure/abort-controller@^2.1.2":
+  version "2.1.2"
+  resolved "https://registry.npmjs.org/@azure/abort-controller/-/abort-controller-2.1.2.tgz"
+  integrity sha512-nBrLsEWm4J2u5LpAPjxADTlq3trDgVZZXHNKabeXZtpq3d3AbN/KGO82R87rdDz5/lYB024rtEf10/q0urNgsA==
+  dependencies:
+    tslib "^2.6.2"
+
+"@azure/core-auth@^1.10.0", "@azure/core-auth@^1.9.0":
+  version "1.10.1"
+  resolved "https://registry.npmjs.org/@azure/core-auth/-/core-auth-1.10.1.tgz"
+  integrity sha512-ykRMW8PjVAn+RS6ww5cmK9U2CyH9p4Q88YJwvUslfuMmN98w/2rdGRLPqJYObapBCdzBVeDgYWdJnFPFb7qzpg==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-util" "^1.13.0"
+    tslib "^2.6.2"
+
+"@azure/core-client@^1.9.3":
+  version "1.10.1"
+  resolved "https://registry.npmjs.org/@azure/core-client/-/core-client-1.10.1.tgz"
+  integrity sha512-Nh5PhEOeY6PrnxNPsEHRr9eimxLwgLlpmguQaHKBinFYA/RU9+kOYVOQqOrTsCL+KSxrLLl1gD8Dk5BFW/7l/w==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-auth" "^1.10.0"
+    "@azure/core-rest-pipeline" "^1.22.0"
+    "@azure/core-tracing" "^1.3.0"
+    "@azure/core-util" "^1.13.0"
+    "@azure/logger" "^1.3.0"
+    tslib "^2.6.2"
+
+"@azure/core-http-compat@^2.2.0":
+  version "2.3.2"
+  resolved "https://registry.npmjs.org/@azure/core-http-compat/-/core-http-compat-2.3.2.tgz"
+  integrity sha512-Tf6ltdKzOJEgxZeWLCjMxrxbodB/ZeCbzzA1A2qHbhzAjzjHoBVSUeSl/baT/oHAxhc4qdqVaDKnc2+iE932gw==
   dependencies:
-    "@azure/abort-controller" "^1.0.0"
-    "@azure/core-tracing" "1.0.0-preview.8"
-    "@opentelemetry/api" "^0.6.1"
-    tslib "^1.10.0"
+    "@azure/abort-controller" "^2.1.2"
 
-"@azure/core-http@^1.1.1":
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/@azure/core-http/-/core-http-1.1.3.tgz#8cdff20e3ce65dbe726bfdd46889c30fc2e07c6d"
-  integrity sha512-GysW3+BRVV4L9cs3GsuCbnlyibrQU6hh5mcJ7hlnk7tdUBzWybUvJ8/P/nHX49PgwRmi81pD5v1ht2jF0IzxAQ==
+"@azure/core-lro@^2.2.0":
+  version "2.7.2"
+  resolved "https://registry.npmjs.org/@azure/core-lro/-/core-lro-2.7.2.tgz"
+  integrity sha512-0YIpccoX8m/k00O7mDDMdJpbr6mf1yWo2dfmxt5A8XVZVVMz2SSKaEbMCeJRvgQ0IaSlqhjT47p4hVIRRy90xw==
   dependencies:
-    "@azure/abort-controller" "^1.0.0"
-    "@azure/core-auth" "^1.1.2"
-    "@azure/core-tracing" "1.0.0-preview.8"
+    "@azure/abort-controller" "^2.0.0"
+    "@azure/core-util" "^1.2.0"
     "@azure/logger" "^1.0.0"
-    "@opentelemetry/api" "^0.6.1"
-    "@types/node-fetch" "^2.5.0"
-    "@types/tunnel" "^0.0.1"
-    form-data "^3.0.0"
-    node-fetch "^2.6.0"
-    process "^0.11.10"
-    tough-cookie "^4.0.0"
-    tslib "^1.10.0"
-    tunnel "^0.0.6"
-    uuid "^8.1.0"
-    xml2js "^0.4.19"
-
-"@azure/core-lro@^1.0.2":
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/@azure/core-lro/-/core-lro-1.0.2.tgz#b7b51ff7b84910b7eb152a706b0531d020864f31"
-  integrity sha512-Yr0JD7GKryOmbcb5wHCQoQ4KCcH5QJWRNorofid+UvudLaxnbCfvKh/cUfQsGUqRjO9L/Bw4X7FP824DcHdMxw==
+    tslib "^2.6.2"
+
+"@azure/core-paging@^1.6.2":
+  version "1.6.2"
+  resolved "https://registry.npmjs.org/@azure/core-paging/-/core-paging-1.6.2.tgz"
+  integrity sha512-YKWi9YuCU04B55h25cnOYZHxXYtEvQEbKST5vqRga7hWY9ydd3FZHdeQF8pyh+acWZvppw13M/LMGx0LABUVMA==
   dependencies:
-    "@azure/abort-controller" "^1.0.0"
-    "@azure/core-http" "^1.1.1"
-    events "^3.0.0"
-    tslib "^1.10.0"
+    tslib "^2.6.2"
 
-"@azure/core-paging@^1.1.1":
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/@azure/core-paging/-/core-paging-1.1.1.tgz#9639d2d5b6631d481d81040504e0e26c003f47b1"
-  integrity sha512-hqEJBEGKan4YdOaL9ZG/GRG6PXaFd/Wb3SSjQW4LWotZzgl6xqG00h6wmkrpd2NNkbBkD1erLHBO3lPHApv+iQ==
+"@azure/core-rest-pipeline@^1.19.1", "@azure/core-rest-pipeline@^1.22.0":
+  version "1.23.0"
+  resolved "https://registry.npmjs.org/@azure/core-rest-pipeline/-/core-rest-pipeline-1.23.0.tgz"
+  integrity sha512-Evs1INHo+jUjwHi1T6SG6Ua/LHOQBCLuKEEE6efIpt4ZOoNonaT1kP32GoOcdNDbfqsD2445CPri3MubBy5DEQ==
   dependencies:
-    "@azure/core-asynciterator-polyfill" "^1.0.0"
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-auth" "^1.10.0"
+    "@azure/core-tracing" "^1.3.0"
+    "@azure/core-util" "^1.13.0"
+    "@azure/logger" "^1.3.0"
+    "@typespec/ts-http-runtime" "^0.3.4"
+    tslib "^2.6.2"
 
-"@azure/core-tracing@1.0.0-preview.8":
-  version "1.0.0-preview.8"
-  resolved "https://registry.yarnpkg.com/@azure/core-tracing/-/core-tracing-1.0.0-preview.8.tgz#1e0ff857e855edb774ffd33476003c27b5bb2705"
-  integrity sha512-ZKUpCd7Dlyfn7bdc+/zC/sf0aRIaNQMDuSj2RhYRFe3p70hVAnYGp3TX4cnG2yoEALp/LTj/XnZGQ8Xzf6Ja/Q==
+"@azure/core-tracing@^1.2.0", "@azure/core-tracing@^1.3.0":
+  version "1.3.1"
+  resolved "https://registry.npmjs.org/@azure/core-tracing/-/core-tracing-1.3.1.tgz"
+  integrity sha512-9MWKevR7Hz8kNzzPLfX4EAtGM2b8mr50HPDBvio96bURP/9C+HjdH3sBlLSNNrvRAr5/k/svoH457gB5IKpmwQ==
   dependencies:
-    "@opencensus/web-types" "0.0.7"
-    "@opentelemetry/api" "^0.6.1"
-    tslib "^1.10.0"
+    tslib "^2.6.2"
 
-"@azure/logger@^1.0.0":
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/@azure/logger/-/logger-1.0.0.tgz#48b371dfb34288c8797e5c104f6c4fb45bf1772c"
-  integrity sha512-g2qLDgvmhyIxR3JVS8N67CyIOeFRKQlX/llxYJQr1OSGQqM3HTpVP8MjmjcEKbL/OIt2N9C9UFaNQuKOw1laOA==
+"@azure/core-util@^1.11.0", "@azure/core-util@^1.13.0", "@azure/core-util@^1.2.0":
+  version "1.13.1"
+  resolved "https://registry.npmjs.org/@azure/core-util/-/core-util-1.13.1.tgz"
+  integrity sha512-XPArKLzsvl0Hf0CaGyKHUyVgF7oDnhKoP85Xv6M4StF/1AhfORhZudHtOyf2s+FcbuQ9dPRAjB8J2KvRRMUK2A==
   dependencies:
-    tslib "^1.9.3"
+    "@azure/abort-controller" "^2.1.2"
+    "@typespec/ts-http-runtime" "^0.3.0"
+    tslib "^2.6.2"
 
-"@azure/storage-blob@^12.1.0":
-  version "12.1.2"
-  resolved "https://registry.yarnpkg.com/@azure/storage-blob/-/storage-blob-12.1.2.tgz#046d146a3bd2622b61d6bdc5708955893a5b4f04"
-  integrity sha512-PCHgG4r3xLt5FaFj+uiMqrRpuzD3TD17cvxCeA1JKK2bJEf8b07H3QRLQVf0DM1MmvYY8FgQagkWZTp+jr9yew==
+"@azure/core-xml@^1.4.5":
+  version "1.5.0"
+  resolved "https://registry.npmjs.org/@azure/core-xml/-/core-xml-1.5.0.tgz"
+  integrity sha512-D/sdlJBMJfx7gqoj66PKVmhDDaU6TKA49ptcolxdas29X7AfvLTmfAGLjAcIMBK7UZ2o4lygHIqVckOlQU3xWw==
   dependencies:
-    "@azure/abort-controller" "^1.0.0"
-    "@azure/core-http" "^1.1.1"
-    "@azure/core-lro" "^1.0.2"
-    "@azure/core-paging" "^1.1.1"
-    "@azure/core-tracing" "1.0.0-preview.8"
-    "@azure/logger" "^1.0.0"
-    "@opentelemetry/api" "^0.6.1"
+    fast-xml-parser "^5.0.7"
+    tslib "^2.8.1"
+
+"@azure/logger@^1.0.0", "@azure/logger@^1.1.4", "@azure/logger@^1.3.0":
+  version "1.3.0"
+  resolved "https://registry.npmjs.org/@azure/logger/-/logger-1.3.0.tgz"
+  integrity sha512-fCqPIfOcLE+CGqGPd66c8bZpwAji98tZ4JI9i/mlTNTlsIWslCfpg48s/ypyLxZTump5sypjrKn2/kY7q8oAbA==
+  dependencies:
+    "@typespec/ts-http-runtime" "^0.3.0"
+    tslib "^2.6.2"
+
+"@azure/storage-blob@^12.31.0":
+  version "12.31.0"
+  resolved "https://registry.npmjs.org/@azure/storage-blob/-/storage-blob-12.31.0.tgz"
+  integrity sha512-DBgNv10aCSxopt92DkTDD0o9xScXeBqPKGmR50FPZQaEcH4JLQ+GEOGEDv19V5BMkB7kxr+m4h6il/cCDPvmHg==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-auth" "^1.9.0"
+    "@azure/core-client" "^1.9.3"
+    "@azure/core-http-compat" "^2.2.0"
+    "@azure/core-lro" "^2.2.0"
+    "@azure/core-paging" "^1.6.2"
+    "@azure/core-rest-pipeline" "^1.19.1"
+    "@azure/core-tracing" "^1.2.0"
+    "@azure/core-util" "^1.11.0"
+    "@azure/core-xml" "^1.4.5"
+    "@azure/logger" "^1.1.4"
+    "@azure/storage-common" "^12.3.0"
     events "^3.0.0"
-    tslib "^1.10.0"
+    tslib "^2.8.1"
+
+"@azure/storage-common@^12.3.0":
+  version "12.3.0"
+  resolved "https://registry.npmjs.org/@azure/storage-common/-/storage-common-12.3.0.tgz"
+  integrity sha512-/OFHhy86aG5Pe8dP5tsp+BuJ25JOAl9yaMU3WZbkeoiFMHFtJ7tu5ili7qEdBXNW9G5lDB19trwyI6V49F/8iQ==
+  dependencies:
+    "@azure/abort-controller" "^2.1.2"
+    "@azure/core-auth" "^1.9.0"
+    "@azure/core-http-compat" "^2.2.0"
+    "@azure/core-rest-pipeline" "^1.19.1"
+    "@azure/core-tracing" "^1.2.0"
+    "@azure/core-util" "^1.11.0"
+    "@azure/logger" "^1.1.4"
+    events "^3.3.0"
+    tslib "^2.8.1"
 
 "@babel/code-frame@^7.0.0":
   version "7.5.5"
-  resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.5.5.tgz#bc0782f6d69f7b7d49531219699b988f669a8f9d"
+  resolved "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.5.5.tgz"
   integrity sha512-27d4lZoomVyo51VegxI20xZPuSHusqbQag/ztrBC7wegWoQ1nLREPVSKSW8byhTlzTKyNE4ifaTA6lCp7JjpFw==
   dependencies:
     "@babel/highlight" "^7.0.0"
 
 "@babel/highlight@^7.0.0":
   version "7.5.0"
-  resolved "https://registry.yarnpkg.com/@babel/highlight/-/highlight-7.5.0.tgz#56d11312bd9248fa619591d02472be6e8cb32540"
+  resolved "https://registry.npmjs.org/@babel/highlight/-/highlight-7.5.0.tgz"
   integrity sha512-7dV4eu9gBxoM0dAnj/BCFDW9LFU0zvTrkq0ugM7pnHEgguOEeOz1so2ZghEdzviYzQEED0r4EAgpsBChKy1TRQ==
   dependencies:
     chalk "^2.0.0"
     esutils "^2.0.2"
     js-tokens "^4.0.0"
 
-"@jsdevtools/ono@^7.1.0":
-  version "7.1.2"
-  resolved "https://registry.yarnpkg.com/@jsdevtools/ono/-/ono-7.1.2.tgz#373995bb40a6686589a7fcfec06b0e6e304ef6c6"
-  integrity sha512-qS/a24RA5FEoiJS9wiv6Pwg2c/kiUo3IVUQcfeM9JvsR6pM8Yx+yl/6xWYLckZCT5jpLNhslgjiA8p/XcGyMRQ==
+"@cspotcode/source-map-support@^0.8.0":
+  version "0.8.1"
+  resolved "https://registry.npmjs.org/@cspotcode/source-map-support/-/source-map-support-0.8.1.tgz"
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-  resolved "https://registry.yarnpkg.com/@types/react-dom/-/react-dom-16.8.3.tgz#6131b7b6158bc7ed1925a3374b88b7c00481f0cb"
+  resolved "https://registry.npmjs.org/@types/react-dom/-/react-dom-16.8.3.tgz"
   integrity sha512-HF5hD5YR3z9Mn6kXcW1VKe4AQ04ZlZj1EdLBae61hzQ3eEWWxMgNLUbIxeZp40BnSxqY1eAYLsH9QopQcxzScA==
   dependencies:
     "@types/react" "*"
 
 "@types/react@*", "@types/react@^16.8.7":
   version "16.8.10"
-  resolved "https://registry.yarnpkg.com/@types/react/-/react-16.8.10.tgz#1ccb6fde17f71a62ef055382ec68bdc379d4d8d9"
+  resolved "https://registry.npmjs.org/@types/react/-/react-16.8.10.tgz"
   integrity sha512-7bUQeZKP4XZH/aB4i7k1i5yuwymDu/hnLMhD9NjVZvQQH7ZUgRN3d6iu8YXzx4sN/tNr0bj8jgguk8hhObzGvA==
   dependencies:
     "@types/prop-types" "*"
     csstype "^2.2.0"
 
-"@types/tapable@*":
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/@types/tapable/-/tapable-1.0.4.tgz#b4ffc7dc97b498c969b360a41eee247f82616370"
-  integrity sha512-78AdXtlhpCHT0K3EytMpn4JNxaf5tbqbLcbIRoQIHzpTIyjpxLQKRoxU55ujBXAtg3Nl2h/XWvfDa9dsMOd0pQ==
+"@types/retry@0.12.0":
+  version "0.12.0"
+  resolved "https://registry.npmjs.org/@types/retry/-/retry-0.12.0.tgz"
+  integrity sha512-wWKOClTTiizcZhXnPY4wikVAwmdYHp8q6DmC+EJUzAMsycb7HB32Kh9RN4+0gExjmPmZSAQjgURXIGATPegAvA==
 
-"@types/tunnel@^0.0.1":
-  version "0.0.1"
-  resolved "https://registry.yarnpkg.com/@types/tunnel/-/tunnel-0.0.1.tgz#0d72774768b73df26f25df9184273a42da72b19c"
-  integrity sha512-AOqu6bQu5MSWwYvehMXLukFHnupHrpZ8nvgae5Ggie9UwzDR1CCwoXgSSWNZJuyOlCdfdsWMA5F2LlmvyoTv8A==
+"@types/send@*":
+  version "1.2.1"
+  resolved "https://registry.npmjs.org/@types/send/-/send-1.2.1.tgz"
+  integrity sha512-arsCikDvlU99zl1g69TcAB3mzZPpxgw0UQnaHeC1Nwb015xp8bknZv5rIfri9xTOcMuaVgvabfIRA7PSZVuZIQ==
+  dependencies:
+    "@types/node" "*"
+
+"@types/send@<1":
+  version "0.17.6"
+  resolved "https://registry.npmjs.org/@types/send/-/send-0.17.6.tgz"
+  integrity sha512-Uqt8rPBE8SY0RK8JB1EzVOIZ32uqy8HwdxCnoCOsYrvnswqmFZ/k+9Ikidlk/ImhsdvBsloHbAlewb2IEBV/Og==
+  dependencies:
+    "@types/mime" "^1"
+    "@types/node" "*"
+
+"@types/serve-index@^1.9.1":
+  version "1.9.4"
+  resolved "https://registry.npmjs.org/@types/serve-index/-/serve-index-1.9.4.tgz"
+  integrity sha512-qLpGZ/c2fhSs5gnYsQxtDEq3Oy8SXPClIXkW5ghvAvsNuVSA8k+gCONcUCS/UjLEYvYps+e8uBtfgXgvhwfNug==
+  dependencies:
+    "@types/express" "*"
+
+"@types/serve-static@^1", "@types/serve-static@^1.13.10":
+  version "1.15.10"
+  resolved "https://registry.npmjs.org/@types/serve-static/-/serve-static-1.15.10.tgz"
+  integrity sha512-tRs1dB+g8Itk72rlSI2ZrW6vZg0YrLI81iQSTkMmOqnqCaNr/8Ek4VwWcN5vZgCYWbg/JJSGBlUaYGAOP73qBw==
+  dependencies:
+    "@types/http-errors" "*"
+    "@types/node" "*"
+    "@types/send" "<1"
+
+"@types/sockjs@^0.3.33":
+  version "0.3.36"
+  resolved "https://registry.npmjs.org/@types/sockjs/-/sockjs-0.3.36.tgz"
+  integrity sha512-MK9V6NzAS1+Ud7JV9lJLFqW85VbC9dq3LmwZCuBe4wBDgKC0Kj/jd8Xl+nSviU+Qc3+m7umHHyHg//2KSa0a0Q==
   dependencies:
     "@types/node" "*"
 
+"@types/tapable@*":
+  version "1.0.4"
+  resolved "https://registry.npmjs.org/@types/tapable/-/tapable-1.0.4.tgz"
+  integrity sha512-78AdXtlhpCHT0K3EytMpn4JNxaf5tbqbLcbIRoQIHzpTIyjpxLQKRoxU55ujBXAtg3Nl2h/XWvfDa9dsMOd0pQ==
+
 "@types/uglify-js@*":
   version "3.0.4"
-  resolved "https://registry.yarnpkg.com/@types/uglify-js/-/uglify-js-3.0.4.tgz#96beae23df6f561862a830b4288a49e86baac082"
+  resolved "https://registry.npmjs.org/@types/uglify-js/-/uglify-js-3.0.4.tgz"
   integrity sha512-SudIN9TRJ+v8g5pTG8RRCqfqTMNqgWCKKd3vtynhGzkIIjxaicNAMuY5TRadJ6tzDu3Dotf3ngaMILtmOdmWEQ==
   dependencies:
     source-map "^0.6.1"
 
 "@types/webpack@^4.4.19":
   version "4.4.26"
-  resolved "https://registry.yarnpkg.com/@types/webpack/-/webpack-4.4.26.tgz#b52f605351f2ed60e6ce24fa7df39ab7abd03470"
+  resolved "https://registry.npmjs.org/@types/webpack/-/webpack-4.4.26.tgz"
   integrity sha512-vs8LjgEZUQTBxotXbMf8s4jgykozkqjv6P0JRi+1BLh0n7LQUkMXfvsoPb5U/dBL1ay5Lu0c46G6FRmAZBhAUA==
   dependencies:
     "@types/anymatch" "*"
@@ -268,9 +530,25 @@
     "@types/uglify-js" "*"
     source-map "^0.6.0"
 
+"@types/ws@^8.5.5":
+  version "8.18.1"
+  resolved "https://registry.npmjs.org/@types/ws/-/ws-8.18.1.tgz"
+  integrity sha512-ThVF6DCVhA8kUGy+aazFQ4kXQ7E1Ty7A3ypFOe0IcJV8O/M511G99AW24irKrW56Wt44yG9+ij8FaqoBGkuBXg==
+  dependencies:
+    "@types/node" "*"
+
+"@typespec/ts-http-runtime@^0.3.0", "@typespec/ts-http-runtime@^0.3.4":
+  version "0.3.4"
+  resolved "https://registry.npmjs.org/@typespec/ts-http-runtime/-/ts-http-runtime-0.3.4.tgz"
+  integrity sha512-CI0NhTrz4EBaa0U+HaaUZrJhPoso8sG7ZFya8uQoBA57fjzrjRSv87ekCjLZOFExN+gXE/z0xuN2QfH4H2HrLQ==
+  dependencies:
+    http-proxy-agent "^7.0.0"
+    https-proxy-agent "^7.0.0"
+    tslib "^2.6.2"
+
 "@uifabric/foundation@>=0.7.2 <1.0.0":
   version "0.7.2"
-  resolved "https://registry.yarnpkg.com/@uifabric/foundation/-/foundation-0.7.2.tgz#e364b40dfc39632b7d52c4c63898f7844481d946"
+  resolved "https://registry.npmjs.org/@uifabric/foundation/-/foundation-0.7.2.tgz"
   integrity sha512-UwWdCSJV2HpTvhyFNFOj9HcrmdEYL8Anzwx7j1MQmpd1VHRzk1hwQtW8+WC/mEEPXa7+IDZ6XbTsW3xChUqr7w==
   dependencies:
     "@uifabric/set-version" ">=1.1.3 <2.0.0"
@@ -280,7 +558,7 @@
 
 "@uifabric/icons@>=6.5.0 <7.0.0":
   version "6.5.0"
-  resolved "https://registry.yarnpkg.com/@uifabric/icons/-/icons-6.5.0.tgz#e8d3e7c019060a75e28879272921ce31110e425f"
+  resolved "https://registry.npmjs.org/@uifabric/icons/-/icons-6.5.0.tgz"
   integrity sha512-qonFI/98YGxdxqOYQWbbxfFKgp8LPQ1fDFeviuXteN5RCJM77TMZO3OG5hTAGySXzkc5gEjIGTzPyXO4lTxh5g==
   dependencies:
     "@uifabric/set-version" ">=1.1.3 <2.0.0"
@@ -289,7 +567,7 @@
 
 "@uifabric/merge-styles@>=6.16.2 <7.0.0":
   version "6.16.2"
-  resolved "https://registry.yarnpkg.com/@uifabric/merge-styles/-/merge-styles-6.16.2.tgz#3e3b130d137fd3ae1273cb34335d0b560a3c8e8b"
+  resolved "https://registry.npmjs.org/@uifabric/merge-styles/-/merge-styles-6.16.2.tgz"
   integrity sha512-fBCQc0HcH+PvFsuh8azKhNvcFjV7zWKe5j1VCmyWzC7gLZ/8zxHEyGT6ZR/k/ACgvumSPEWw6Dt6GpykOAjSeQ==
   dependencies:
     "@uifabric/set-version" ">=1.1.3 <2.0.0"
@@ -297,14 +575,14 @@
 
 "@uifabric/set-version@>=1.1.3 <2.0.0":
   version "1.1.3"
-  resolved "https://registry.yarnpkg.com/@uifabric/set-version/-/set-version-1.1.3.tgz#8d1137df1406f38828e597e81122077a16c8da8b"
+  resolved "https://registry.npmjs.org/@uifabric/set-version/-/set-version-1.1.3.tgz"
   integrity sha512-IYpwVIuN7MJOeiWzZzr9AmFSvA5zc6gJn4fNHtEFIQnNB8WVWIcYrvx8Tbf7wWj9MvhdHYp70F054zZlHbL/Ag==
   dependencies:
     tslib "^1.7.1"
 
 "@uifabric/styling@>=6.45.0 <7.0.0", "@uifabric/styling@>=6.45.1 <7.0.0":
   version "6.45.1"
-  resolved "https://registry.yarnpkg.com/@uifabric/styling/-/styling-6.45.1.tgz#7c3494c100288c0f4fbae7aea6c6921e28b499b9"
+  resolved "https://registry.npmjs.org/@uifabric/styling/-/styling-6.45.1.tgz"
   integrity sha512-hMmBm20NlKBytV8UbXLIfl/KsGcD0RazSPW8JgGIrXH5N3LSmo/4htfyW8KsfWCKawjQtZ3e2XxTcXkW2XUPlw==
   dependencies:
     "@microsoft/load-themed-styles" "^1.7.13"
@@ -315,7 +593,7 @@
 
 "@uifabric/utilities@>=6.35.1 <7.0.0", "@uifabric/utilities@>=6.35.2 <7.0.0":
   version "6.35.2"
-  resolved "https://registry.yarnpkg.com/@uifabric/utilities/-/utilities-6.35.2.tgz#73c60ea0e4a45ef000c0bd9e056e5d35ba2de8ae"
+  resolved "https://registry.npmjs.org/@uifabric/utilities/-/utilities-6.35.2.tgz"
   integrity sha512-M5fFECuTqonNHK9+Fw4bO+YpTNGX4U5cFMuq1d8RQsAxtXa0Xu0y89tXBrnMKjuNZEviUYExlDfm8cw/TnfjuQ==
   dependencies:
     "@uifabric/merge-styles" ">=6.16.2 <7.0.0"
@@ -323,1823 +601,1140 @@
     prop-types "^15.5.10"
     tslib "^1.7.1"
 
-"@webassemblyjs/ast@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/ast/-/ast-1.8.5.tgz#51b1c5fe6576a34953bf4b253df9f0d490d9e359"
-  integrity sha512-aJMfngIZ65+t71C3y2nBBg5FFG0Okt9m0XEgWZ7Ywgn1oMAT8cNwx00Uv1cQyHtidq0Xn94R4TAywO+LCQ+ZAQ==
-  dependencies:
-    "@webassemblyjs/helper-module-context" "1.8.5"
-    "@webassemblyjs/helper-wasm-bytecode" "1.8.5"
-    "@webassemblyjs/wast-parser" "1.8.5"
-
-"@webassemblyjs/floating-point-hex-parser@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/floating-point-hex-parser/-/floating-point-hex-parser-1.8.5.tgz#1ba926a2923613edce496fd5b02e8ce8a5f49721"
-  integrity sha512-9p+79WHru1oqBh9ewP9zW95E3XAo+90oth7S5Re3eQnECGq59ly1Ri5tsIipKGpiStHsUYmY3zMLqtk3gTcOtQ==
-
-"@webassemblyjs/helper-api-error@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/helper-api-error/-/helper-api-error-1.8.5.tgz#c49dad22f645227c5edb610bdb9697f1aab721f7"
-  integrity sha512-Za/tnzsvnqdaSPOUXHyKJ2XI7PDX64kWtURyGiJJZKVEdFOsdKUCPTNEVFZq3zJ2R0G5wc2PZ5gvdTRFgm81zA==
-
-"@webassemblyjs/helper-buffer@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/helper-buffer/-/helper-buffer-1.8.5.tgz#fea93e429863dd5e4338555f42292385a653f204"
-  integrity sha512-Ri2R8nOS0U6G49Q86goFIPNgjyl6+oE1abW1pS84BuhP1Qcr5JqMwRFT3Ah3ADDDYGEgGs1iyb1DGX+kAi/c/Q==
-
-"@webassemblyjs/helper-code-frame@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/helper-code-frame/-/helper-code-frame-1.8.5.tgz#9a740ff48e3faa3022b1dff54423df9aa293c25e"
-  integrity sha512-VQAadSubZIhNpH46IR3yWO4kZZjMxN1opDrzePLdVKAZ+DFjkGD/rf4v1jap744uPVU6yjL/smZbRIIJTOUnKQ==
-  dependencies:
-    "@webassemblyjs/wast-printer" "1.8.5"
-
-"@webassemblyjs/helper-fsm@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/helper-fsm/-/helper-fsm-1.8.5.tgz#ba0b7d3b3f7e4733da6059c9332275d860702452"
-  integrity sha512-kRuX/saORcg8se/ft6Q2UbRpZwP4y7YrWsLXPbbmtepKr22i8Z4O3V5QE9DbZK908dh5Xya4Un57SDIKwB9eow==
-
-"@webassemblyjs/helper-module-context@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/helper-module-context/-/helper-module-context-1.8.5.tgz#def4b9927b0101dc8cbbd8d1edb5b7b9c82eb245"
-  integrity sha512-/O1B236mN7UNEU4t9X7Pj38i4VoU8CcMHyy3l2cV/kIF4U5KoHXDVqcDuOs1ltkac90IM4vZdHc52t1x8Yfs3g==
-  dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    mamacro "^0.0.3"
-
-"@webassemblyjs/helper-wasm-bytecode@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/helper-wasm-bytecode/-/helper-wasm-bytecode-1.8.5.tgz#537a750eddf5c1e932f3744206551c91c1b93e61"
-  integrity sha512-Cu4YMYG3Ddl72CbmpjU/wbP6SACcOPVbHN1dI4VJNJVgFwaKf1ppeFJrwydOG3NDHxVGuCfPlLZNyEdIYlQ6QQ==
-
-"@webassemblyjs/helper-wasm-section@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/helper-wasm-section/-/helper-wasm-section-1.8.5.tgz#74ca6a6bcbe19e50a3b6b462847e69503e6bfcbf"
-  integrity sha512-VV083zwR+VTrIWWtgIUpqfvVdK4ff38loRmrdDBgBT8ADXYsEZ5mPQ4Nde90N3UYatHdYoDIFb7oHzMncI02tA==
-  dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    "@webassemblyjs/helper-buffer" "1.8.5"
-    "@webassemblyjs/helper-wasm-bytecode" "1.8.5"
-    "@webassemblyjs/wasm-gen" "1.8.5"
-
-"@webassemblyjs/ieee754@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/ieee754/-/ieee754-1.8.5.tgz#712329dbef240f36bf57bd2f7b8fb9bf4154421e"
-  integrity sha512-aaCvQYrvKbY/n6wKHb/ylAJr27GglahUO89CcGXMItrOBqRarUMxWLJgxm9PJNuKULwN5n1csT9bYoMeZOGF3g==
+"@webassemblyjs/ast@^1.14.1", "@webassemblyjs/ast@1.14.1":
+  version "1.14.1"
+  resolved "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.14.1.tgz"
+  integrity sha512-nuBEDgQfm1ccRp/8bCQrx1frohyufl4JlbMMZ4P1wpeOfDhF6FQkxZJ1b/e+PLwr6X1Nhw6OLme5usuBWYBvuQ==
   dependencies:
-    "@xtuc/ieee754" "^1.2.0"
+    "@webassemblyjs/helper-numbers" "1.13.2"
+    "@webassemblyjs/helper-wasm-bytecode" "1.13.2"
+
+"@webassemblyjs/floating-point-hex-parser@1.13.2":
+  version "1.13.2"
+  resolved "https://registry.npmjs.org/@webassemblyjs/floating-point-hex-parser/-/floating-point-hex-parser-1.13.2.tgz"
+  integrity sha512-6oXyTOzbKxGH4steLbLNOu71Oj+C8Lg34n6CqRvqfS2O71BxY6ByfMDRhBytzknj9yGUPVJ1qIKhRlAwO1AovA==
+
+"@webassemblyjs/helper-api-error@1.13.2":
+  version "1.13.2"
+  resolved "https://registry.npmjs.org/@webassemblyjs/helper-api-error/-/helper-api-error-1.13.2.tgz"
+  integrity sha512-U56GMYxy4ZQCbDZd6JuvvNV/WFildOjsaWD3Tzzvmw/mas3cXzRJPMjP83JqEsgSbyrmaGjBfDtV7KDXV9UzFQ==
 
-"@webassemblyjs/leb128@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/leb128/-/leb128-1.8.5.tgz#044edeb34ea679f3e04cd4fd9824d5e35767ae10"
-  integrity sha512-plYUuUwleLIziknvlP8VpTgO4kqNaH57Y3JnNa6DLpu/sGcP6hbVdfdX5aHAV716pQBKrfuU26BJK29qY37J7A==
+"@webassemblyjs/helper-buffer@1.14.1":
+  version "1.14.1"
+  resolved "https://registry.npmjs.org/@webassemblyjs/helper-buffer/-/helper-buffer-1.14.1.tgz"
+  integrity sha512-jyH7wtcHiKssDtFPRB+iQdxlDf96m0E39yb0k5uJVhFGleZFoNw1c4aeIcVUPPbXUVJ94wwnMOAqUHyzoEPVMA==
+
+"@webassemblyjs/helper-numbers@1.13.2":
+  version "1.13.2"
+  resolved "https://registry.npmjs.org/@webassemblyjs/helper-numbers/-/helper-numbers-1.13.2.tgz"
+  integrity sha512-FE8aCmS5Q6eQYcV3gI35O4J789wlQA+7JrqTTpJqn5emA4U2hvwJmvFRC0HODS+3Ye6WioDklgd6scJ3+PLnEA==
   dependencies:
+    "@webassemblyjs/floating-point-hex-parser" "1.13.2"
+    "@webassemblyjs/helper-api-error" "1.13.2"
     "@xtuc/long" "4.2.2"
 
-"@webassemblyjs/utf8@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/utf8/-/utf8-1.8.5.tgz#a8bf3b5d8ffe986c7c1e373ccbdc2a0915f0cedc"
-  integrity sha512-U7zgftmQriw37tfD934UNInokz6yTmn29inT2cAetAsaU9YeVCveWEwhKL1Mg4yS7q//NGdzy79nlXh3bT8Kjw==
-
-"@webassemblyjs/wasm-edit@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/wasm-edit/-/wasm-edit-1.8.5.tgz#962da12aa5acc1c131c81c4232991c82ce56e01a"
-  integrity sha512-A41EMy8MWw5yvqj7MQzkDjU29K7UJq1VrX2vWLzfpRHt3ISftOXqrtojn7nlPsZ9Ijhp5NwuODuycSvfAO/26Q==
-  dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    "@webassemblyjs/helper-buffer" "1.8.5"
-    "@webassemblyjs/helper-wasm-bytecode" "1.8.5"
-    "@webassemblyjs/helper-wasm-section" "1.8.5"
-    "@webassemblyjs/wasm-gen" "1.8.5"
-    "@webassemblyjs/wasm-opt" "1.8.5"
-    "@webassemblyjs/wasm-parser" "1.8.5"
-    "@webassemblyjs/wast-printer" "1.8.5"
-
-"@webassemblyjs/wasm-gen@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/wasm-gen/-/wasm-gen-1.8.5.tgz#54840766c2c1002eb64ed1abe720aded714f98bc"
-  integrity sha512-BCZBT0LURC0CXDzj5FXSc2FPTsxwp3nWcqXQdOZE4U7h7i8FqtFK5Egia6f9raQLpEKT1VL7zr4r3+QX6zArWg==
-  dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    "@webassemblyjs/helper-wasm-bytecode" "1.8.5"
-    "@webassemblyjs/ieee754" "1.8.5"
-    "@webassemblyjs/leb128" "1.8.5"
-    "@webassemblyjs/utf8" "1.8.5"
-
-"@webassemblyjs/wasm-opt@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/wasm-opt/-/wasm-opt-1.8.5.tgz#b24d9f6ba50394af1349f510afa8ffcb8a63d264"
-  integrity sha512-HKo2mO/Uh9A6ojzu7cjslGaHaUU14LdLbGEKqTR7PBKwT6LdPtLLh9fPY33rmr5wcOMrsWDbbdCHq4hQUdd37Q==
-  dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    "@webassemblyjs/helper-buffer" "1.8.5"
-    "@webassemblyjs/wasm-gen" "1.8.5"
-    "@webassemblyjs/wasm-parser" "1.8.5"
-
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-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/wasm-parser/-/wasm-parser-1.8.5.tgz#21576f0ec88b91427357b8536383668ef7c66b8d"
-  integrity sha512-pi0SYE9T6tfcMkthwcgCpL0cM9nRYr6/6fjgDtL6q/ZqKHdMWvxitRi5JcZ7RI4SNJJYnYNaWy5UUrHQy998lw==
-  dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    "@webassemblyjs/helper-api-error" "1.8.5"
-    "@webassemblyjs/helper-wasm-bytecode" "1.8.5"
-    "@webassemblyjs/ieee754" "1.8.5"
-    "@webassemblyjs/leb128" "1.8.5"
-    "@webassemblyjs/utf8" "1.8.5"
-
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-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/wast-parser/-/wast-parser-1.8.5.tgz#e10eecd542d0e7bd394f6827c49f3df6d4eefb8c"
-  integrity sha512-daXC1FyKWHF1i11obK086QRlsMsY4+tIOKgBqI1lxAnkp9xe9YMcgOxm9kLe+ttjs5aWV2KKE1TWJCN57/Btsg==
-  dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    "@webassemblyjs/floating-point-hex-parser" "1.8.5"
-    "@webassemblyjs/helper-api-error" "1.8.5"
-    "@webassemblyjs/helper-code-frame" "1.8.5"
-    "@webassemblyjs/helper-fsm" "1.8.5"
+"@webassemblyjs/helper-wasm-bytecode@1.13.2":
+  version "1.13.2"
+  resolved "https://registry.npmjs.org/@webassemblyjs/helper-wasm-bytecode/-/helper-wasm-bytecode-1.13.2.tgz"
+  integrity sha512-3QbLKy93F0EAIXLh0ogEVR6rOubA9AoZ+WRYhNbFyuB70j3dRdwH9g+qXhLAO0kiYGlg3TxDV+I4rQTr/YNXkA==
+
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+  version "1.14.1"
+  resolved "https://registry.npmjs.org/@webassemblyjs/helper-wasm-section/-/helper-wasm-section-1.14.1.tgz"
+  integrity sha512-ds5mXEqTJ6oxRoqjhWDU83OgzAYjwsCV8Lo/N+oRsNDmx/ZDpqalmrtgOMkHwxsG0iI//3BwWAErYRHtgn0dZw==
+  dependencies:
+    "@webassemblyjs/ast" "1.14.1"
+    "@webassemblyjs/helper-buffer" "1.14.1"
+    "@webassemblyjs/helper-wasm-bytecode" "1.13.2"
+    "@webassemblyjs/wasm-gen" "1.14.1"
+
+"@webassemblyjs/ieee754@1.13.2":
+  version "1.13.2"
+  resolved "https://registry.npmjs.org/@webassemblyjs/ieee754/-/ieee754-1.13.2.tgz"
+  integrity sha512-4LtOzh58S/5lX4ITKxnAK2USuNEvpdVV9AlgGQb8rJDHaLeHciwG4zlGr0j/SNWlr7x3vO1lDEsuePvtcDNCkw==
+  dependencies:
+    "@xtuc/ieee754" "^1.2.0"
+
+"@webassemblyjs/leb128@1.13.2":
+  version "1.13.2"
+  resolved "https://registry.npmjs.org/@webassemblyjs/leb128/-/leb128-1.13.2.tgz"
+  integrity sha512-Lde1oNoIdzVzdkNEAWZ1dZ5orIbff80YPdHx20mrHwHrVNNTjNr8E3xz9BdpcGqRQbAEa+fkrCb+fRFTl/6sQw==
+  dependencies:
     "@xtuc/long" "4.2.2"
 
-"@webassemblyjs/wast-printer@1.8.5":
-  version "1.8.5"
-  resolved "https://registry.yarnpkg.com/@webassemblyjs/wast-printer/-/wast-printer-1.8.5.tgz#114bbc481fd10ca0e23b3560fa812748b0bae5bc"
-  integrity sha512-w0U0pD4EhlnvRyeJzBqaVSJAo9w/ce7/WPogeXLzGkO6hzhr4GnQIZ4W4uUt5b9ooAaXPtnXlj0gzsXEOUNYMg==
+"@webassemblyjs/utf8@1.13.2":
+  version "1.13.2"
+  resolved "https://registry.npmjs.org/@webassemblyjs/utf8/-/utf8-1.13.2.tgz"
+  integrity sha512-3NQWGjKTASY1xV5m7Hr0iPeXD9+RDobLll3T9d2AO+g3my8xy5peVyjSag4I50mR1bBSN/Ct12lo+R9tJk0NZQ==
+
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+  version "1.14.1"
+  resolved "https://registry.npmjs.org/@webassemblyjs/wasm-edit/-/wasm-edit-1.14.1.tgz"
+  integrity sha512-RNJUIQH/J8iA/1NzlE4N7KtyZNHi3w7at7hDjvRNm5rcUXa00z1vRz3glZoULfJ5mpvYhLybmVcwcjGrC1pRrQ==
+  dependencies:
+    "@webassemblyjs/ast" "1.14.1"
+    "@webassemblyjs/helper-buffer" "1.14.1"
+    "@webassemblyjs/helper-wasm-bytecode" "1.13.2"
+    "@webassemblyjs/helper-wasm-section" "1.14.1"
+    "@webassemblyjs/wasm-gen" "1.14.1"
+    "@webassemblyjs/wasm-opt" "1.14.1"
+    "@webassemblyjs/wasm-parser" "1.14.1"
+    "@webassemblyjs/wast-printer" "1.14.1"
+
+"@webassemblyjs/wasm-gen@1.14.1":
+  version "1.14.1"
+  resolved "https://registry.npmjs.org/@webassemblyjs/wasm-gen/-/wasm-gen-1.14.1.tgz"
+  integrity sha512-AmomSIjP8ZbfGQhumkNvgC33AY7qtMCXnN6bL2u2Js4gVCg8fp735aEiMSBbDR7UQIj90n4wKAFUSEd0QN2Ukg==
+  dependencies:
+    "@webassemblyjs/ast" "1.14.1"
+    "@webassemblyjs/helper-wasm-bytecode" "1.13.2"
+    "@webassemblyjs/ieee754" "1.13.2"
+    "@webassemblyjs/leb128" "1.13.2"
+    "@webassemblyjs/utf8" "1.13.2"
+
+"@webassemblyjs/wasm-opt@1.14.1":
+  version "1.14.1"
+  resolved "https://registry.npmjs.org/@webassemblyjs/wasm-opt/-/wasm-opt-1.14.1.tgz"
+  integrity sha512-PTcKLUNvBqnY2U6E5bdOQcSM+oVP/PmrDY9NzowJjislEjwP/C4an2303MCVS2Mg9d3AJpIGdUFIQQWbPds0Sw==
+  dependencies:
+    "@webassemblyjs/ast" "1.14.1"
+    "@webassemblyjs/helper-buffer" "1.14.1"
+    "@webassemblyjs/wasm-gen" "1.14.1"
+    "@webassemblyjs/wasm-parser" "1.14.1"
+
+"@webassemblyjs/wasm-parser@^1.14.1", "@webassemblyjs/wasm-parser@1.14.1":
+  version "1.14.1"
+  resolved "https://registry.npmjs.org/@webassemblyjs/wasm-parser/-/wasm-parser-1.14.1.tgz"
+  integrity sha512-JLBl+KZ0R5qB7mCnud/yyX08jWFw5MsoalJ1pQ4EdFlgj9VdXKGuENGsiCIjegI1W7p91rUlcB/LB5yRJKNTcQ==
+  dependencies:
+    "@webassemblyjs/ast" "1.14.1"
+    "@webassemblyjs/helper-api-error" "1.13.2"
+    "@webassemblyjs/helper-wasm-bytecode" "1.13.2"
+    "@webassemblyjs/ieee754" "1.13.2"
+    "@webassemblyjs/leb128" "1.13.2"
+    "@webassemblyjs/utf8" "1.13.2"
+
+"@webassemblyjs/wast-printer@1.14.1":
+  version "1.14.1"
+  resolved "https://registry.npmjs.org/@webassemblyjs/wast-printer/-/wast-printer-1.14.1.tgz"
+  integrity sha512-kPSSXE6De1XOR820C90RIo2ogvZG+c3KiHzqUoO/F34Y2shGzesfqv7o57xrxovZJH/MetF5UjroJ/R/3isoiw==
   dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    "@webassemblyjs/wast-parser" "1.8.5"
+    "@webassemblyjs/ast" "1.14.1"
     "@xtuc/long" "4.2.2"
 
+"@webpack-cli/configtest@^2.1.1":
+  version "2.1.1"
+  resolved "https://registry.npmjs.org/@webpack-cli/configtest/-/configtest-2.1.1.tgz"
+  integrity sha512-wy0mglZpDSiSS0XHrVR+BAdId2+yxPSoJW8fsna3ZpYSlufjvxnP4YbKTCBZnNIcGN4r6ZPXV55X4mYExOfLmw==
+
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+  version "2.0.2"
+  resolved "https://registry.npmjs.org/@webpack-cli/info/-/info-2.0.2.tgz"
+  integrity sha512-zLHQdI/Qs1UyT5UBdWNqsARasIA+AaF8t+4u2aS2nEpBQh2mWIVb8qAklq0eUENnC5mOItrIB4LiS9xMtph18A==
+
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+  version "2.0.5"
+  resolved "https://registry.npmjs.org/@webpack-cli/serve/-/serve-2.0.5.tgz"
+  integrity sha512-lqaoKnRYBdo1UgDX8uF24AfGMifWK19TxPmM5FHc2vAGxrJ/qtyUyFBWoY1tISZdelsQ5fBcOusifo5o5wSJxQ==
+
 "@xtuc/ieee754@^1.2.0":
   version "1.2.0"
-  resolved "https://registry.yarnpkg.com/@xtuc/ieee754/-/ieee754-1.2.0.tgz#eef014a3145ae477a1cbc00cd1e552336dceb790"
+  resolved "https://registry.npmjs.org/@xtuc/ieee754/-/ieee754-1.2.0.tgz"
   integrity sha512-DX8nKgqcGwsc0eJSqYt5lwP4DH5FlHnmuWWBRy7X0NcaGR0ZtuyeESgMwTYVEtxmsNGY+qit4QYT/MIYTOTPeA==
 
 "@xtuc/long@4.2.2":
   version "4.2.2"
-  resolved "https://registry.yarnpkg.com/@xtuc/long/-/long-4.2.2.tgz#d291c6a4e97989b5c61d9acf396ae4fe133a718d"
+  resolved "https://registry.npmjs.org/@xtuc/long/-/long-4.2.2.tgz"
   integrity sha512-NuHqBY1PB/D8xU6s/thBgOAiAP7HOYDQ32+BFZILJ8ivkUkAHQnWfn6WhL79Owj1qmUnoN/YPhktdIoucipkAQ==
 
-abbrev@1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/abbrev/-/abbrev-1.1.1.tgz#f8f2c887ad10bf67f634f005b6987fed3179aac8"
-  integrity sha512-nne9/IiQ/hzIhY6pdDnbBtz7DjPTKrY00P/zvPSm5pOFkl6xuGrGnXn/VtTNNfNtAfZ9/1RtehkszU9qcTii0Q==
+accepts@~1.3.4, accepts@~1.3.8:
+  version "1.3.8"
+  resolved "https://registry.npmjs.org/accepts/-/accepts-1.3.8.tgz"
+  integrity sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==
+  dependencies:
+    mime-types "~2.1.34"
+    negotiator "0.6.3"
 
-accepts@~1.3.4, accepts@~1.3.5:
-  version "1.3.5"
-  resolved "https://registry.yarnpkg.com/accepts/-/accepts-1.3.5.tgz#eb777df6011723a3b14e8a72c0805c8e86746bd2"
-  integrity sha1-63d99gEXI6OxTopywIBcjoZ0a9I=
+acorn-import-phases@^1.0.3:
+  version "1.0.4"
+  resolved "https://registry.npmjs.org/acorn-import-phases/-/acorn-import-phases-1.0.4.tgz"
+  integrity sha512-wKmbr/DDiIXzEOiWrTTUcDm24kQ2vGfZQvM2fwg2vXqR5uW6aapr7ObPtj1th32b9u90/Pf4AItvdTh42fBmVQ==
+
+acorn-walk@^8.1.1:
+  version "8.3.5"
+  resolved "https://registry.npmjs.org/acorn-walk/-/acorn-walk-8.3.5.tgz"
+  integrity sha512-HEHNfbars9v4pgpW6SO1KSPkfoS0xVOM/9UzkJltjlsHZmJasxg8aXkuZa7SMf8vKGIBhpUsPluQSqhJFCqebw==
   dependencies:
-    mime-types "~2.1.18"
-    negotiator "0.6.1"
+    acorn "^8.11.0"
 
-acorn-dynamic-import@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/acorn-dynamic-import/-/acorn-dynamic-import-4.0.0.tgz#482210140582a36b83c3e342e1cfebcaa9240948"
-  integrity sha512-d3OEjQV4ROpoflsnUA8HozoIR504TFxNivYEUi6uwz0IYhBkTDXGuWlNdMtybRt3nqVx/L6XqMt0FxkXuWKZhw==
+acorn@^8.11.0, acorn@^8.15.0, acorn@^8.16.0, acorn@^8.4.1:
+  version "8.16.0"
+  resolved "https://registry.npmjs.org/acorn/-/acorn-8.16.0.tgz"
+  integrity sha512-UVJyE9MttOsBQIDKw1skb9nAwQuR5wuGD3+82K6JgJlm/Y+KI92oNsMNGZCYdDsVtRHSak0pcV5Dno5+4jh9sw==
 
-acorn@^6.0.5:
-  version "6.4.1"
-  resolved "https://registry.yarnpkg.com/acorn/-/acorn-6.4.1.tgz#531e58ba3f51b9dacb9a6646ca4debf5b14ca474"
-  integrity sha512-ZVA9k326Nwrj3Cj9jlh3wGFutC2ZornPNARZwsNYqQYgN0EsV2d53w5RN/co65Ohn4sUAUtb1rSUAOD6XN9idA==
+agent-base@^7.1.0, agent-base@^7.1.2:
+  version "7.1.4"
+  resolved "https://registry.npmjs.org/agent-base/-/agent-base-7.1.4.tgz"
+  integrity sha512-MnA+YT8fwfJPgBx3m60MNqakm30XOkyIoH1y6huTQvC0PwZG7ki8NacLBcrPbNoo8vEZy7Jpuk7+jMO+CUovTQ==
 
-ajv-errors@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/ajv-errors/-/ajv-errors-1.0.1.tgz#f35986aceb91afadec4102fbd85014950cefa64d"
-  integrity sha512-DCRfO/4nQ+89p/RK43i8Ezd41EqdGIU4ld7nGF8OQ14oc/we5rEntLCUa7+jrn3nn83BosfwZA0wb4pon2o8iQ==
+ajv-draft-04@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.npmjs.org/ajv-draft-04/-/ajv-draft-04-1.0.0.tgz"
+  integrity sha512-mv00Te6nmYbRp5DCwclxtt7yV/joXJPGS7nM+97GdxvuttCOfgI3K4U25zboyeX0O+myI8ERluxQe5wljMmVIw==
+
+ajv-formats@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.npmjs.org/ajv-formats/-/ajv-formats-2.1.1.tgz"
+  integrity sha512-Wx0Kx52hxE7C18hkMEggYlEifqWZtYaRgouJor+WMdPnQyEK13vgEWyVNup7SoeeoLMsr4kf5h6dOW11I15MUA==
+  dependencies:
+    ajv "^8.0.0"
 
-ajv-keywords@^3.1.0:
-  version "3.4.0"
-  resolved "https://registry.yarnpkg.com/ajv-keywords/-/ajv-keywords-3.4.0.tgz#4b831e7b531415a7cc518cd404e73f6193c6349d"
-  integrity sha512-aUjdRFISbuFOl0EIZc+9e4FfZp0bDZgAdOOf30bJmw8VM9v84SHyVyxDfbWxpGYbdZD/9XoKxfHVNmxPkhwyGw==
+ajv-keywords@^3.5.2:
+  version "3.5.2"
+  resolved "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-3.5.2.tgz"
+  integrity sha512-5p6WTN0DdTGVQk6VjcEju19IgaHudalcfabD7yhDGeA6bcQnmL+CpveLJq/3hvfwd1aof6L386Ougkx6RfyMIQ==
+
+ajv-keywords@^5.1.0:
+  version "5.1.0"
+  resolved "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-5.1.0.tgz"
+  integrity sha512-YCS/JNFAUyr5vAuhk1DWm1CBxRHW9LbJ2ozWeemrIqpbsqKjHVxYPyi5GC0rjZIT5JxJ3virVTS8wk4i/Z+krw==
+  dependencies:
+    fast-deep-equal "^3.1.3"
 
-ajv@^6.1.0, ajv@^6.10.2, ajv@^6.5.5:
-  version "6.12.6"
-  resolved "https://registry.yarnpkg.com/ajv/-/ajv-6.12.6.tgz#baf5a62e802b07d977034586f8c3baf5adf26df4"
-  integrity sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==
+ajv@^6.12.5:
+  version "6.14.0"
+  resolved "https://registry.npmjs.org/ajv/-/ajv-6.14.0.tgz"
+  integrity sha512-IWrosm/yrn43eiKqkfkHis7QioDleaXQHdDVPKg0FSwwd/DuvyX79TZnFOnYpB7dcsFAMmtFztZuXPDvSePkFw==
   dependencies:
     fast-deep-equal "^3.1.1"
     fast-json-stable-stringify "^2.0.0"
     json-schema-traverse "^0.4.1"
     uri-js "^4.2.2"
 
-amdefine@>=0.0.4:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/amdefine/-/amdefine-1.0.1.tgz#4a5282ac164729e93619bcfd3ad151f817ce91f5"
-  integrity sha1-SlKCrBZHKek2Gbz9OtFR+BfOkfU=
-
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-  version "3.2.4"
-  resolved "https://registry.yarnpkg.com/ansi-colors/-/ansi-colors-3.2.4.tgz#e3a3da4bfbae6c86a9c285625de124a234026fbf"
-  integrity sha512-hHUXGagefjN2iRrID63xckIvotOXOojhQKWIPUZ4mNUZ9nLZW+7FMNoE1lOkEhNWYsx/7ysGIuJYCiMAA9FnrA==
-
-ansi-html@0.0.7:
-  version "0.0.7"
-  resolved "https://registry.yarnpkg.com/ansi-html/-/ansi-html-0.0.7.tgz#813584021962a9e9e6fd039f940d12f56ca7859e"
-  integrity sha1-gTWEAhliqenm/QOflA0S9WynhZ4=
-
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-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-2.1.1.tgz#c3b33ab5ee360d86e0e628f0468ae7ef27d654df"
-  integrity sha1-w7M6te42DYbg5ijwRorn7yfWVN8=
-
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-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-3.0.0.tgz#ed0317c322064f79466c02966bddb605ab37d998"
-  integrity sha1-7QMXwyIGT3lGbAKWa922Bas32Zg=
+ajv@^8.0.0, ajv@^8.0.1, ajv@^8.17.1, ajv@^8.9.0:
+  version "8.18.0"
+  resolved "https://registry.npmjs.org/ajv/-/ajv-8.18.0.tgz"
+  integrity sha512-PlXPeEWMXMZ7sPYOHqmDyCJzcfNrUr3fGNKtezX14ykXOEIvyK81d+qydx89KY5O71FKMPaQ2vBfBFI5NHR63A==
+  dependencies:
+    fast-deep-equal "^3.1.3"
+    fast-uri "^3.0.1"
+    json-schema-traverse "^1.0.0"
+    require-from-string "^2.0.2"
 
-ansi-regex@^4.1.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-4.1.0.tgz#8b9f8f08cf1acb843756a839ca8c7e3168c51997"
-  integrity sha512-1apePfXM1UOSqw0o9IiFAovVz9M5S1Dg+4TrDwfMewQ6p/rmMueb7tWZjQ1rx4Loy1ArBggoqGpfqqdI4rondg==
+ansi-html-community@^0.0.8:
+  version "0.0.8"
+  resolved "https://registry.npmjs.org/ansi-html-community/-/ansi-html-community-0.0.8.tgz"
+  integrity sha512-1APHAyr3+PCamwNw3bXCPp4HFLONZt/yIH0sZp0/469KWNTEy+qN5jQ3GVX6DMZ1UXAi34yVwtTeaG/HpBuuzw==
 
-ansi-styles@^2.2.1:
-  version "2.2.1"
-  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-2.2.1.tgz#b432dd3358b634cf75e1e4664368240533c1ddbe"
-  integrity sha1-tDLdM1i2NM914eRmQ2gkBTPB3b4=
+ansi-regex@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz"
+  integrity sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==
 
-ansi-styles@^3.2.0, ansi-styles@^3.2.1:
+ansi-styles@^3.2.1:
   version "3.2.1"
-  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-3.2.1.tgz#41fbb20243e50b12be0f04b8dedbf07520ce841d"
+  resolved "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz"
   integrity sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==
   dependencies:
     color-convert "^1.9.0"
 
-anymatch@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/anymatch/-/anymatch-2.0.0.tgz#bcb24b4f37934d9aa7ac17b4adaf89e7c76ef2eb"
-  integrity sha512-5teOsQWABXHHBFP9y3skS5P3d/WfWXpv3FUpy+LorMrNYaT9pI4oLMQX7jzQ2KklNpGpWHzdCXTDT2Y3XGlZBw==
+ansi-styles@^4.0.0:
+  version "4.3.0"
+  resolved "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz"
+  integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
   dependencies:
-    micromatch "^3.1.4"
-    normalize-path "^2.1.1"
+    color-convert "^2.0.1"
 
-aproba@^1.0.3, aproba@^1.1.1:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/aproba/-/aproba-1.2.0.tgz#6802e6264efd18c790a1b0d517f0f2627bf2c94a"
-  integrity sha512-Y9J6ZjXtoYh8RnXVCMOU/ttDmk1aBjunq9vO0ta5x85WDQiQfUF9sIPBITdbiiIVcBo03Hi3jMxigBtsddlXRw==
+ansi-styles@^4.1.0:
+  version "4.3.0"
+  resolved "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz"
+  integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
+  dependencies:
+    color-convert "^2.0.1"
 
-are-we-there-yet@~1.1.2:
-  version "1.1.5"
-  resolved "https://registry.yarnpkg.com/are-we-there-yet/-/are-we-there-yet-1.1.5.tgz#4b35c2944f062a8bfcda66410760350fe9ddfc21"
-  integrity sha512-5hYdAkZlcG8tOLujVDTgCT+uPX0VnpAH28gWsLfzpXYm7wP6mp5Q/gYyR7YQ0cKVJcXJnl3j2kpBan13PtQf6w==
+anymatch@~3.1.2:
+  version "3.1.3"
+  resolved "https://registry.npmjs.org/anymatch/-/anymatch-3.1.3.tgz"
+  integrity sha512-KMReFUr0B4t+D+OBkjR3KYqvocp2XaSzO55UcB6mgQMd3KbcE+mWTyvVV7D/zsdEbNnV6acZUutkiHQXvTr1Rw==
   dependencies:
-    delegates "^1.0.0"
-    readable-stream "^2.0.6"
+    normalize-path "^3.0.0"
+    picomatch "^2.0.4"
 
 arg@^4.1.0:
   version "4.1.0"
-  resolved "https://registry.yarnpkg.com/arg/-/arg-4.1.0.tgz#583c518199419e0037abb74062c37f8519e575f0"
+  resolved "https://registry.npmjs.org/arg/-/arg-4.1.0.tgz"
   integrity sha512-ZWc51jO3qegGkVh8Hwpv636EkbesNV5ZNQPCtRa+0qytRYPEs9IYT9qITY9buezqUH5uqyzlWLcufrzU2rffdg==
 
-argparse@^1.0.10, argparse@^1.0.7:
+argparse@^1.0.7:
   version "1.0.10"
-  resolved "https://registry.yarnpkg.com/argparse/-/argparse-1.0.10.tgz#bcd6791ea5ae09725e17e5ad988134cd40b3d911"
+  resolved "https://registry.npmjs.org/argparse/-/argparse-1.0.10.tgz"
   integrity sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg==
   dependencies:
     sprintf-js "~1.0.2"
 
-arr-diff@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/arr-diff/-/arr-diff-4.0.0.tgz#d6461074febfec71e7e15235761a329a5dc7c520"
-  integrity sha1-1kYQdP6/7HHn4VI1dhoyml3HxSA=
-
-arr-flatten@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/arr-flatten/-/arr-flatten-1.1.0.tgz#36048bbff4e7b47e136644316c99669ea5ae91f1"
-  integrity sha512-L3hKV5R/p5o81R7O02IGnwpDmkp6E982XhtbuwSe3O4qOtMMMtodicASA1Cny2U+aCXcNpml+m4dPsvsJ3jatg==
-
-arr-union@^3.1.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/arr-union/-/arr-union-3.1.0.tgz#e39b09aea9def866a8f206e288af63919bae39c4"
-  integrity sha1-45sJrqne+Gao8gbiiK9jkZuuOcQ=
-
-array-find-index@^1.0.1:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/array-find-index/-/array-find-index-1.0.2.tgz#df010aa1287e164bbda6f9723b0a96a1ec4187a1"
-  integrity sha1-3wEKoSh+Fku9pvlyOwqWoexBh6E=
+argparse@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/argparse/-/argparse-2.0.1.tgz"
+  integrity sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==
 
 array-flatten@1.1.1:
   version "1.1.1"
-  resolved "https://registry.yarnpkg.com/array-flatten/-/array-flatten-1.1.1.tgz#9a5f699051b1e7073328f2a008968b64ea2955d2"
-  integrity sha1-ml9pkFGx5wczKPKgCJaLZOopVdI=
+  resolved "https://registry.npmjs.org/array-flatten/-/array-flatten-1.1.1.tgz"
+  integrity sha512-PCVAQswWemu6UdxsDFFX/+gVeYqKAod3D3UVm91jHwynguOwAvYPhx8nNlM++NqRcK6CxxpUafjmhIdKiHibqg==
 
-array-flatten@^2.1.0:
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/array-flatten/-/array-flatten-2.1.2.tgz#24ef80a28c1a893617e2149b0c6d0d788293b099"
-  integrity sha512-hNfzcOV8W4NdualtqBFPyVO+54DSJuZGY9qT4pRroB6S9e3iiido2ISIC5h9R2sPJ8H3FHCIiEnsv1lPXO3KtQ==
-
-array-union@^1.0.1:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/array-union/-/array-union-1.0.2.tgz#9a34410e4f4e3da23dea375be5be70f24778ec39"
-  integrity sha1-mjRBDk9OPaI96jdb5b5w8kd47Dk=
-  dependencies:
-    array-uniq "^1.0.1"
-
-array-uniq@^1.0.1:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/array-uniq/-/array-uniq-1.0.3.tgz#af6ac877a25cc7f74e058894753858dfdb24fdb6"
-  integrity sha1-r2rId6Jcx/dOBYiUdThY39sk/bY=
-
-array-unique@^0.3.2:
-  version "0.3.2"
-  resolved "https://registry.yarnpkg.com/array-unique/-/array-unique-0.3.2.tgz#a894b75d4bc4f6cd679ef3244a9fd8f46ae2d428"
-  integrity sha1-qJS3XUvE9s1nnvMkSp/Y9Gri1Cg=
-
-asn1.js@^4.0.0:
-  version "4.10.1"
-  resolved "https://registry.yarnpkg.com/asn1.js/-/asn1.js-4.10.1.tgz#b9c2bf5805f1e64aadeed6df3a2bfafb5a73f5a0"
-  integrity sha512-p32cOF5q0Zqs9uBiONKYLm6BClCoBCM5O9JfeUSlnQLBTxYdTK+pW+nXflm8UkKd2UYlEbYz5qEi0JuZR9ckSw==
-  dependencies:
-    bn.js "^4.0.0"
-    inherits "^2.0.1"
-    minimalistic-assert "^1.0.0"
-
-asn1@~0.2.3:
-  version "0.2.4"
-  resolved "https://registry.yarnpkg.com/asn1/-/asn1-0.2.4.tgz#8d2475dfab553bb33e77b54e59e880bb8ce23136"
-  integrity sha512-jxwzQpLQjSmWXgwaCZE9Nz+glAG01yF1QnWgbhGwHI5A6FRIEY6IVqtHhIepHqI7/kyEyQEagBC5mBEFlIYvdg==
-  dependencies:
-    safer-buffer "~2.1.0"
-
-assert-plus@1.0.0, assert-plus@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/assert-plus/-/assert-plus-1.0.0.tgz#f12e0f3c5d77b0b1cdd9146942e4e96c1e4dd525"
-  integrity sha1-8S4PPF13sLHN2RRpQuTpbB5N1SU=
-
-assert@^1.1.1:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/assert/-/assert-1.4.1.tgz#99912d591836b5a6f5b345c0f07eefc08fc65d91"
-  integrity sha1-mZEtWRg2tab1s0XA8H7vwI/GXZE=
-  dependencies:
-    util "0.10.3"
-
-assign-symbols@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/assign-symbols/-/assign-symbols-1.0.0.tgz#59667f41fadd4f20ccbc2bb96b8d4f7f78ec0367"
-  integrity sha1-WWZ/QfrdTyDMvCu5a41Pf3jsA2c=
-
-astral-regex@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/astral-regex/-/astral-regex-1.0.0.tgz#6c8c3fb827dd43ee3918f27b82782ab7658a6fd9"
-  integrity sha512-+Ryf6g3BKoRc7jfp7ad8tM4TtMiaWvbF/1/sQcZPkkS7ag3D5nMBCe2UfOTONtAkaG0tO0ij3C5Lwmf1EiyjHg==
-
-async-each@^1.0.1:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/async-each/-/async-each-1.0.2.tgz#8b8a7ca2a658f927e9f307d6d1a42f4199f0f735"
-  integrity sha512-6xrbvN0MOBKSJDdonmSSz2OwFSgxRaVtBDes26mj9KIGtDo+g9xosFRSC+i1gQh2oAN/tQ62AI/pGZGQjVOiRg==
-
-async-foreach@^0.1.3:
-  version "0.1.3"
-  resolved "https://registry.yarnpkg.com/async-foreach/-/async-foreach-0.1.3.tgz#36121f845c0578172de419a97dbeb1d16ec34542"
-  integrity sha1-NhIfhFwFeBct5Bmpfb6x0W7DRUI=
-
-async@^1.5.2:
-  version "1.5.2"
-  resolved "https://registry.yarnpkg.com/async/-/async-1.5.2.tgz#ec6a61ae56480c0c3cb241c95618e20892f9672a"
-  integrity sha1-7GphrlZIDAw8skHJVhjiCJL5Zyo=
+astral-regex@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmjs.org/astral-regex/-/astral-regex-2.0.0.tgz"
+  integrity sha512-Z7tMw1ytTXt5jqMcOP+OQteU1VuNK9Y02uuJtKQ1Sv69jXQKKg5cibLwGJow8yzZP+eAc18EmLGPal0bp36rvQ==
 
 asynckit@^0.4.0:
   version "0.4.0"
-  resolved "https://registry.yarnpkg.com/asynckit/-/asynckit-0.4.0.tgz#c79ed97f7f34cb8f2ba1bc9790bcc366474b4b79"
-  integrity sha1-x57Zf380y48robyXkLzDZkdLS3k=
-
-at-least-node@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/at-least-node/-/at-least-node-1.0.0.tgz#602cd4b46e844ad4effc92a8011a3c46e0238dc2"
-  integrity sha512-+q/t7Ekv1EDY2l6Gda6LLiX14rU9TV20Wa3ofeQmwPFZbOMo9DXrLbOjFaaclkXKWidIaopwAObQDqwWtGUjqg==
+  resolved "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz"
+  integrity sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==
 
-atob@^2.1.1:
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/atob/-/atob-2.1.2.tgz#6d9517eb9e030d2436666651e86bd9f6f13533c9"
-  integrity sha512-Wm6ukoaOGJi/73p/cl2GvLjTI5JM1k/O14isD73YML8StrH/7/lRFgmg8nICZgD3bZZvjwCGxtMOD3wWNAu8cg==
-
-aws-sign2@~0.7.0:
-  version "0.7.0"
-  resolved "https://registry.yarnpkg.com/aws-sign2/-/aws-sign2-0.7.0.tgz#b46e890934a9591f2d2f6f86d7e6a9f1b3fe76a8"
-  integrity sha1-tG6JCTSpWR8tL2+G1+ap8bP+dqg=
-
-aws4@^1.8.0:
-  version "1.8.0"
-  resolved "https://registry.yarnpkg.com/aws4/-/aws4-1.8.0.tgz#f0e003d9ca9e7f59c7a508945d7b2ef9a04a542f"
-  integrity sha512-ReZxvNHIOv88FlT7rxcXIIC0fPt4KZqZbOlivyWtXLt8ESx84zd3kMC6iK5jVeS2qt+g7ftS7ye4fi06X5rtRQ==
+available-typed-arrays@^1.0.7:
+  version "1.0.7"
+  resolved "https://registry.npmjs.org/available-typed-arrays/-/available-typed-arrays-1.0.7.tgz"
+  integrity sha512-wvUjBtSGN7+7SjNpq/9M2Tg350UZD3q62IFZLbRAR1bSMlCo1ZaeW+BJ+D090e4hIIZLBcTDWe4Mh4jvUDajzQ==
+  dependencies:
+    possible-typed-array-names "^1.0.0"
 
-axios@^0.21.1:
-  version "0.21.4"
-  resolved "https://registry.yarnpkg.com/axios/-/axios-0.21.4.tgz#c67b90dc0568e5c1cf2b0b858c43ba28e2eda575"
-  integrity sha512-ut5vewkiu8jjGBdqpM44XxjuCjq9LAKeHVmoVfHVzy8eHgxxq8SbAVQNovDA8mVi05kP0Ea/n/UzcSHcTJQfNg==
+axios@^1.13.6:
+  version "1.14.0"
+  resolved "https://registry.npmjs.org/axios/-/axios-1.14.0.tgz"
+  integrity sha512-3Y8yrqLSwjuzpXuZ0oIYZ/XGgLwUIBU3uLvbcpb0pidD9ctpShJd43KSlEEkVQg6DS0G9NKyzOvBfUtDKEyHvQ==
   dependencies:
-    follow-redirects "^1.14.0"
+    follow-redirects "^1.15.11"
+    form-data "^4.0.5"
+    proxy-from-env "^2.1.0"
 
 balanced-match@^1.0.0:
   version "1.0.0"
-  resolved "https://registry.yarnpkg.com/balanced-match/-/balanced-match-1.0.0.tgz#89b4d199ab2bee49de164ea02b89ce462d71b767"
-  integrity sha1-ibTRmasr7kneFk6gK4nORi1xt2c=
+  resolved "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.0.tgz"
+  integrity sha1-ibTRmasr7kneFk6gK4nORi1xt2c= sha512-9Y0g0Q8rmSt+H33DfKv7FOc3v+iRI+o1lbzt8jGcIosYW37IIW/2XVYq5NPdmaD5NQ59Nk26Kl/vZbwW9Fr8vg==
 
-base64-js@^1.0.2:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/base64-js/-/base64-js-1.3.0.tgz#cab1e6118f051095e58b5281aea8c1cd22bfc0e3"
-  integrity sha512-ccav/yGvoa80BQDljCxsmmQ3Xvx60/UpBIij5QN21W3wBi/hhIC9OoO+KLpu9IJTS9j4DRVJ3aDDF9cMSoa2lw==
-
-base@^0.11.1:
-  version "0.11.2"
-  resolved "https://registry.yarnpkg.com/base/-/base-0.11.2.tgz#7bde5ced145b6d551a90db87f83c558b4eb48a8f"
-  integrity sha512-5T6P4xPgpp0YDFvSWwEZ4NoE3aM4QBQXDzmVbraCkFj8zHM+mba8SyqB5DbZWyR7mYHo6Y7BdQo3MoA4m0TeQg==
-  dependencies:
-    cache-base "^1.0.1"
-    class-utils "^0.3.5"
-    component-emitter "^1.2.1"
-    define-property "^1.0.0"
-    isobject "^3.0.1"
-    mixin-deep "^1.2.0"
-    pascalcase "^0.1.1"
+base64-js@^1.3.1:
+  version "1.5.1"
+  resolved "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz"
+  integrity sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==
+
+baseline-browser-mapping@^2.9.0:
+  version "2.10.12"
+  resolved "https://registry.npmjs.org/baseline-browser-mapping/-/baseline-browser-mapping-2.10.12.tgz"
+  integrity sha512-qyq26DxfY4awP2gIRXhhLWfwzwI+N5Nxk6iQi8EFizIaWIjqicQTE4sLnZZVdeKPRcVNoJOkkpfzoIYuvCKaIQ==
 
 batch@0.6.1:
   version "0.6.1"
-  resolved "https://registry.yarnpkg.com/batch/-/batch-0.6.1.tgz#dc34314f4e679318093fc760272525f94bf25c16"
-  integrity sha1-3DQxT05nkxgJP8dgJyUl+UvyXBY=
-
-bcrypt-pbkdf@^1.0.0:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/bcrypt-pbkdf/-/bcrypt-pbkdf-1.0.2.tgz#a4301d389b6a43f9b67ff3ca11a3f6637e360e9e"
-  integrity sha1-pDAdOJtqQ/m2f/PKEaP2Y342Dp4=
-  dependencies:
-    tweetnacl "^0.14.3"
+  resolved "https://registry.npmjs.org/batch/-/batch-0.6.1.tgz"
+  integrity sha1-3DQxT05nkxgJP8dgJyUl+UvyXBY= sha512-x+VAiMRL6UPkx+kudNvxTl6hB2XNNCG2r+7wixVfIYwu/2HKRXimwQyaumLjMveWvT2Hkd/cAJw+QBMfJ/EKVw==
 
 big.js@^5.2.2:
   version "5.2.2"
-  resolved "https://registry.yarnpkg.com/big.js/-/big.js-5.2.2.tgz#65f0af382f578bcdc742bd9c281e9cb2d7768328"
+  resolved "https://registry.npmjs.org/big.js/-/big.js-5.2.2.tgz"
   integrity sha512-vyL2OymJxmarO8gxMr0mhChsO9QGwhynfuu4+MHTAW6czfq9humCB7rKpUjDd9YUiDPU4mzpyupFSvOClAwbmQ==
 
-binary-extensions@^1.0.0:
-  version "1.13.1"
-  resolved "https://registry.yarnpkg.com/binary-extensions/-/binary-extensions-1.13.1.tgz#598afe54755b2868a5330d2aff9d4ebb53209b65"
-  integrity sha512-Un7MIEDdUC5gNpcGDV97op1Ywk748MpHcFTHoYs6qnj1Z3j7I53VG3nwZhKzoBZmbdRNnb6WRdFlwl7tSDuZGw==
+binary-extensions@^2.0.0:
+  version "2.3.0"
+  resolved "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.3.0.tgz"
+  integrity sha512-Ceh+7ox5qe7LJuLHoY0feh3pHuUDHAcRUeyL2VYghZwfpkNIy/+8Ocg0a3UuSoYzavmylwuLWQOf3hl0jjMMIw==
 
-block-stream@*:
-  version "0.0.9"
-  resolved "https://registry.yarnpkg.com/block-stream/-/block-stream-0.0.9.tgz#13ebfe778a03205cfe03751481ebb4b3300c126a"
-  integrity sha1-E+v+d4oDIFz+A3UUgeu0szAMEmo=
+body-parser@~1.20.3:
+  version "1.20.4"
+  resolved "https://registry.npmjs.org/body-parser/-/body-parser-1.20.4.tgz"
+  integrity sha512-ZTgYYLMOXY9qKU/57FAo8F+HA2dGX7bqGc71txDRC1rS4frdFI5R7NhluHxH6M0YItAP0sHB4uqAOcYKxO6uGA==
   dependencies:
-    inherits "~2.0.0"
-
-bluebird@^3.5.3:
-  version "3.5.3"
-  resolved "https://registry.yarnpkg.com/bluebird/-/bluebird-3.5.3.tgz#7d01c6f9616c9a51ab0f8c549a79dfe6ec33efa7"
-  integrity sha512-/qKPUQlaW1OyR51WeCPBvRnAlnZFUJkCSG5HzGnuIqhgyJtF+T94lFnn33eiazjRm2LAHVy2guNnaq48X9SJuw==
-
-bn.js@^4.0.0, bn.js@^4.1.0, bn.js@^4.1.1, bn.js@^4.11.9:
-  version "4.12.0"
-  resolved "https://registry.yarnpkg.com/bn.js/-/bn.js-4.12.0.tgz#775b3f278efbb9718eec7361f483fb36fbbfea88"
-  integrity sha512-c98Bf3tPniI+scsdk237ku1Dc3ujXQTSgyiPUDEOe7tRkhrqridvh8klBv0HCEso1OLOYcHuCv/cS6DNxKH+ZA==
+    bytes "~3.1.2"
+    content-type "~1.0.5"
+    debug "2.6.9"
+    depd "2.0.0"
+    destroy "~1.2.0"
+    http-errors "~2.0.1"
+    iconv-lite "~0.4.24"
+    on-finished "~2.4.1"
+    qs "~6.14.0"
+    raw-body "~2.5.3"
+    type-is "~1.6.18"
+    unpipe "~1.0.0"
 
-body-parser@1.18.3:
-  version "1.18.3"
-  resolved "https://registry.yarnpkg.com/body-parser/-/body-parser-1.18.3.tgz#5b292198ffdd553b3a0f20ded0592b956955c8b4"
-  integrity sha1-WykhmP/dVTs6DyDe0FkrlWlVyLQ=
+bonjour-service@^1.0.11:
+  version "1.3.0"
+  resolved "https://registry.npmjs.org/bonjour-service/-/bonjour-service-1.3.0.tgz"
+  integrity sha512-3YuAUiSkWykd+2Azjgyxei8OWf8thdn8AITIog2M4UICzoqfjlqr64WIjEXZllf/W6vK1goqleSR6brGomxQqA==
   dependencies:
-    bytes "3.0.0"
-    content-type "~1.0.4"
-    debug "2.6.9"
-    depd "~1.1.2"
-    http-errors "~1.6.3"
-    iconv-lite "0.4.23"
-    on-finished "~2.3.0"
-    qs "6.5.2"
-    raw-body "2.3.3"
-    type-is "~1.6.16"
-
-bonjour@^3.5.0:
-  version "3.5.0"
-  resolved "https://registry.yarnpkg.com/bonjour/-/bonjour-3.5.0.tgz#8e890a183d8ee9a2393b3844c691a42bcf7bc9f5"
-  integrity sha1-jokKGD2O6aI5OzhExpGkK897yfU=
-  dependencies:
-    array-flatten "^2.1.0"
-    deep-equal "^1.0.1"
-    dns-equal "^1.0.0"
-    dns-txt "^2.0.2"
-    multicast-dns "^6.0.1"
-    multicast-dns-service-types "^1.1.0"
+    fast-deep-equal "^3.1.3"
+    multicast-dns "^7.2.5"
 
 brace-expansion@^1.1.7:
   version "1.1.11"
-  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-1.1.11.tgz#3c7fcbf529d87226f3d2f52b966ff5271eb441dd"
+  resolved "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz"
   integrity sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==
   dependencies:
     balanced-match "^1.0.0"
     concat-map "0.0.1"
 
-braces@^2.3.1, braces@^2.3.2:
-  version "2.3.2"
-  resolved "https://registry.yarnpkg.com/braces/-/braces-2.3.2.tgz#5979fd3f14cd531565e5fa2df1abfff1dfaee729"
-  integrity sha512-aNdbnj9P8PjdXU4ybaWLK2IF3jc/EoDYbC7AazW6to3TRsfXxscC9UXOB5iDiEQrkyIbWp2SLQda4+QAa7nc3w==
-  dependencies:
-    arr-flatten "^1.1.0"
-    array-unique "^0.3.2"
-    extend-shallow "^2.0.1"
-    fill-range "^4.0.0"
-    isobject "^3.0.1"
-    repeat-element "^1.1.2"
-    snapdragon "^0.8.1"
-    snapdragon-node "^2.0.1"
-    split-string "^3.0.2"
-    to-regex "^3.0.1"
-
-braces@^3.0.1:
+braces@^3.0.1, braces@~3.0.2:
   version "3.0.2"
-  resolved "https://registry.yarnpkg.com/braces/-/braces-3.0.2.tgz#3454e1a462ee8d599e236df336cd9ea4f8afe107"
+  resolved "https://registry.npmjs.org/braces/-/braces-3.0.2.tgz"
   integrity sha512-b8um+L1RzM3WDSzvhm6gIz1yfTbBt6YTlcEKAvsmqCZZFw46z626lVj9j1yEPW33H5H+lBQpZMP1k8l+78Ha0A==
   dependencies:
     fill-range "^7.0.1"
 
-brorand@^1.0.1, brorand@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/brorand/-/brorand-1.1.0.tgz#12c25efe40a45e3c323eb8675a0a0ce57b22371f"
-  integrity sha1-EsJe/kCkXjwyPrhnWgoM5XsiNx8=
-
-browserify-aes@^1.0.0, browserify-aes@^1.0.4:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/browserify-aes/-/browserify-aes-1.2.0.tgz#326734642f403dabc3003209853bb70ad428ef48"
-  integrity sha512-+7CHXqGuspUn/Sl5aO7Ea0xWGAtETPXNSAjHo48JfLdPWcMng33Xe4znFvQweqc/uzk5zSOI3H52CYnjCfb5hA==
+browserslist@^4.28.1:
+  version "4.28.1"
+  resolved "https://registry.npmjs.org/browserslist/-/browserslist-4.28.1.tgz"
+  integrity sha512-ZC5Bd0LgJXgwGqUknZY/vkUQ04r8NXnJZ3yYi4vDmSiZmC/pdSN0NbNRPxZpbtO4uAfDUAFffO8IZoM3Gj8IkA==
   dependencies:
-    buffer-xor "^1.0.3"
-    cipher-base "^1.0.0"
-    create-hash "^1.1.0"
-    evp_bytestokey "^1.0.3"
-    inherits "^2.0.1"
-    safe-buffer "^5.0.1"
+    baseline-browser-mapping "^2.9.0"
+    caniuse-lite "^1.0.30001759"
+    electron-to-chromium "^1.5.263"
+    node-releases "^2.0.27"
+    update-browserslist-db "^1.2.0"
 
-browserify-cipher@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/browserify-cipher/-/browserify-cipher-1.0.1.tgz#8d6474c1b870bfdabcd3bcfcc1934a10e94f15f0"
-  integrity sha512-sPhkz0ARKbf4rRQt2hTpAHqn47X3llLkUGn+xEJzLjwY8LRs2p0v7ljvI5EyoRO/mexrNunNECisZs+gw2zz1w==
+buffer-from@^1.0.0:
+  version "1.1.1"
+  resolved "https://registry.npmjs.org/buffer-from/-/buffer-from-1.1.1.tgz"
+  integrity sha512-MQcXEUbCKtEo7bhqEs6560Hyd4XaovZlO/k9V3hjVUF/zwW7KBVdSK4gIt/bzwS9MbR5qob+F5jusZsb0YQK2A==
+
+buffer@^6.0.3:
+  version "6.0.3"
+  resolved "https://registry.npmjs.org/buffer/-/buffer-6.0.3.tgz"
+  integrity sha512-FTiCpNxtwiZZHEZbcbTIcZjERVICn9yq/pDFkTl95/AxzD1naBctN7YO68riM/gLSDY7sdrMby8hofADYuuqOA==
   dependencies:
-    browserify-aes "^1.0.4"
-    browserify-des "^1.0.0"
-    evp_bytestokey "^1.0.0"
-
-browserify-des@^1.0.0:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/browserify-des/-/browserify-des-1.0.2.tgz#3af4f1f59839403572f1c66204375f7a7f703e9c"
-  integrity sha512-BioO1xf3hFwz4kc6iBhI3ieDFompMhrMlnDFC4/0/vd5MokpuAc3R+LYbwTA9A5Yc9pq9UYPqffKpW2ObuwX5A==
-  dependencies:
-    cipher-base "^1.0.1"
-    des.js "^1.0.0"
-    inherits "^2.0.1"
-    safe-buffer "^5.1.2"
-
-browserify-rsa@^4.0.0:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/browserify-rsa/-/browserify-rsa-4.0.1.tgz#21e0abfaf6f2029cf2fafb133567a701d4135524"
-  integrity sha1-IeCr+vbyApzy+vsTNWenAdQTVSQ=
-  dependencies:
-    bn.js "^4.1.0"
-    randombytes "^2.0.1"
-
-browserify-sign@^4.0.0:
-  version "4.0.4"
-  resolved "https://registry.yarnpkg.com/browserify-sign/-/browserify-sign-4.0.4.tgz#aa4eb68e5d7b658baa6bf6a57e630cbd7a93d298"
-  integrity sha1-qk62jl17ZYuqa/alfmMMvXqT0pg=
-  dependencies:
-    bn.js "^4.1.1"
-    browserify-rsa "^4.0.0"
-    create-hash "^1.1.0"
-    create-hmac "^1.1.2"
-    elliptic "^6.0.0"
-    inherits "^2.0.1"
-    parse-asn1 "^5.0.0"
-
-browserify-zlib@^0.2.0:
-  version "0.2.0"
-  resolved "https://registry.yarnpkg.com/browserify-zlib/-/browserify-zlib-0.2.0.tgz#2869459d9aa3be245fe8fe2ca1f46e2e7f54d73f"
-  integrity sha512-Z942RysHXmJrhqk88FmKBVq/v5tqmSkDz7p54G/MGyjMnCFFnC79XWNbg+Vta8W6Wb2qtSZTSxIGkJrRpCFEiA==
-  dependencies:
-    pako "~1.0.5"
-
-buffer-from@^1.0.0:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/buffer-from/-/buffer-from-1.1.1.tgz#32713bc028f75c02fdb710d7c7bcec1f2c6070ef"
-  integrity sha512-MQcXEUbCKtEo7bhqEs6560Hyd4XaovZlO/k9V3hjVUF/zwW7KBVdSK4gIt/bzwS9MbR5qob+F5jusZsb0YQK2A==
-
-buffer-indexof@^1.0.0:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/buffer-indexof/-/buffer-indexof-1.1.1.tgz#52fabcc6a606d1a00302802648ef68f639da268c"
-  integrity sha512-4/rOEg86jivtPTeOUUT61jJO1Ya1TrR/OkqCSZDyq84WJh3LuuiphBYJN+fm5xufIk4XAFcEwte/8WzC8If/1g==
-
-buffer-xor@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/buffer-xor/-/buffer-xor-1.0.3.tgz#26e61ed1422fb70dd42e6e36729ed51d855fe8d9"
-  integrity sha1-JuYe0UIvtw3ULm42cp7VHYVf6Nk=
-
-buffer@^4.3.0:
-  version "4.9.1"
-  resolved "https://registry.yarnpkg.com/buffer/-/buffer-4.9.1.tgz#6d1bb601b07a4efced97094132093027c95bc298"
-  integrity sha1-bRu2AbB6TvztlwlBMgkwJ8lbwpg=
-  dependencies:
-    base64-js "^1.0.2"
-    ieee754 "^1.1.4"
-    isarray "^1.0.0"
+    base64-js "^1.3.1"
+    ieee754 "^1.2.1"
 
 builtin-modules@^1.1.1:
   version "1.1.1"
-  resolved "https://registry.yarnpkg.com/builtin-modules/-/builtin-modules-1.1.1.tgz#270f076c5a72c02f5b65a47df94c5fe3a278892f"
-  integrity sha1-Jw8HbFpywC9bZaR9+Uxf46J4iS8=
-
-builtin-status-codes@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/builtin-status-codes/-/builtin-status-codes-3.0.0.tgz#85982878e21b98e1c66425e03d0174788f569ee8"
-  integrity sha1-hZgoeOIbmOHGZCXgPQF0eI9Wnug=
+  resolved "https://registry.npmjs.org/builtin-modules/-/builtin-modules-1.1.1.tgz"
+  integrity sha1-Jw8HbFpywC9bZaR9+Uxf46J4iS8= sha512-wxXCdllwGhI2kCC0MnvTGYTMvnVZTvqgypkiTI8Pa5tcz2i6VqsqwYGgqwXji+4RgCzms6EajE4IxiUH6HH8nQ==
 
-bytes@3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/bytes/-/bytes-3.0.0.tgz#d32815404d689699f85a4ea4fa8755dd13a96048"
-  integrity sha1-0ygVQE1olpn4Wk6k+odV3ROpYEg=
+bytes@~3.1.2, bytes@3.1.2:
+  version "3.1.2"
+  resolved "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz"
+  integrity sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==
 
-cacache@^11.0.2:
-  version "11.3.2"
-  resolved "https://registry.yarnpkg.com/cacache/-/cacache-11.3.2.tgz#2d81e308e3d258ca38125b676b98b2ac9ce69bfa"
-  integrity sha512-E0zP4EPGDOaT2chM08Als91eYnf8Z+eH1awwwVsngUmgppfM5jjJ8l3z5vO5p5w/I3LsiXawb1sW0VY65pQABg==
-  dependencies:
-    bluebird "^3.5.3"
-    chownr "^1.1.1"
-    figgy-pudding "^3.5.1"
-    glob "^7.1.3"
-    graceful-fs "^4.1.15"
-    lru-cache "^5.1.1"
-    mississippi "^3.0.0"
-    mkdirp "^0.5.1"
-    move-concurrently "^1.0.1"
-    promise-inflight "^1.0.1"
-    rimraf "^2.6.2"
-    ssri "^6.0.1"
-    unique-filename "^1.1.1"
-    y18n "^4.0.0"
-
-cache-base@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/cache-base/-/cache-base-1.0.1.tgz#0a7f46416831c8b662ee36fe4e7c59d76f666ab2"
-  integrity sha512-AKcdTnFSWATd5/GCPRxr2ChwIJ85CeyrEyjRHlKxQ56d4XJMGym0uAiKn0xbLOGOl3+yRpOTi484dVCEc5AUzQ==
+call-bind-apply-helpers@^1.0.0, call-bind-apply-helpers@^1.0.1, call-bind-apply-helpers@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz"
+  integrity sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==
   dependencies:
-    collection-visit "^1.0.0"
-    component-emitter "^1.2.1"
-    get-value "^2.0.6"
-    has-value "^1.0.0"
-    isobject "^3.0.1"
-    set-value "^2.0.0"
-    to-object-path "^0.3.0"
-    union-value "^1.0.0"
-    unset-value "^1.0.0"
-
-call-me-maybe@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/call-me-maybe/-/call-me-maybe-1.0.1.tgz#26d208ea89e37b5cbde60250a15f031c16a4d66b"
-  integrity sha1-JtII6onje1y95gJQoV8DHBak1ms=
+    es-errors "^1.3.0"
+    function-bind "^1.1.2"
 
-camelcase-keys@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/camelcase-keys/-/camelcase-keys-2.1.0.tgz#308beeaffdf28119051efa1d932213c91b8f92e7"
-  integrity sha1-MIvur/3ygRkFHvodkyITyRuPkuc=
+call-bind@^1.0.8:
+  version "1.0.8"
+  resolved "https://registry.npmjs.org/call-bind/-/call-bind-1.0.8.tgz"
+  integrity sha512-oKlSFMcMwpUg2ednkhQ454wfWiU/ul3CkJe/PEHcTKuiX6RpbehUiFMXu13HalGZxfUwCQzZG747YXBn1im9ww==
   dependencies:
-    camelcase "^2.0.0"
-    map-obj "^1.0.0"
-
-camelcase@^2.0.0:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/camelcase/-/camelcase-2.1.1.tgz#7c1d16d679a1bbe59ca02cacecfb011e201f5a1f"
-  integrity sha1-fB0W1nmhu+WcoCys7PsBHiAfWh8=
+    call-bind-apply-helpers "^1.0.0"
+    es-define-property "^1.0.0"
+    get-intrinsic "^1.2.4"
+    set-function-length "^1.2.2"
 
-camelcase@^4.1.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/camelcase/-/camelcase-4.1.0.tgz#d545635be1e33c542649c69173e5de6acfae34dd"
-  integrity sha1-1UVjW+HjPFQmScaRc+Xeas+uNN0=
-
-camelcase@^5.0.0, camelcase@^5.2.0:
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/camelcase/-/camelcase-5.2.0.tgz#e7522abda5ed94cc0489e1b8466610e88404cf45"
-  integrity sha512-IXFsBS2pC+X0j0N/GE7Dm7j3bsEBp+oTpb7F50dwEVX7rf3IgwO9XatnegTsDtniKCUtEJH4fSU6Asw7uoVLfQ==
+call-bound@^1.0.2, call-bound@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz"
+  integrity sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==
+  dependencies:
+    call-bind-apply-helpers "^1.0.2"
+    get-intrinsic "^1.3.0"
 
-caseless@~0.12.0:
-  version "0.12.0"
-  resolved "https://registry.yarnpkg.com/caseless/-/caseless-0.12.0.tgz#1b681c21ff84033c826543090689420d187151dc"
-  integrity sha1-G2gcIf+EAzyCZUMJBolCDRhxUdw=
+call-me-maybe@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.npmjs.org/call-me-maybe/-/call-me-maybe-1.0.2.tgz"
+  integrity sha512-HpX65o1Hnr9HH25ojC1YGs7HCQLq0GCOibSaWER0eNpgJ/Z1MZv2mTc7+xh6WOPxbRVcmgbv4hGU+uSQ/2xFZQ==
 
-chalk@^1.1.1:
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/chalk/-/chalk-1.1.3.tgz#a8115c55e4a702fe4d150abd3872822a7e09fc98"
-  integrity sha1-qBFcVeSnAv5NFQq9OHKCKn4J/Jg=
-  dependencies:
-    ansi-styles "^2.2.1"
-    escape-string-regexp "^1.0.2"
-    has-ansi "^2.0.0"
-    strip-ansi "^3.0.0"
-    supports-color "^2.0.0"
+caniuse-lite@^1.0.30001759:
+  version "1.0.30001782"
+  resolved "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001782.tgz"
+  integrity sha512-dZcaJLJeDMh4rELYFw1tvSn1bhZWYFOt468FcbHHxx/Z/dFidd1I6ciyFdi3iwfQCyOjqo9upF6lGQYtMiJWxw==
 
-chalk@^2.0.0, chalk@^2.3.0, chalk@^2.4.1, chalk@^2.4.2:
+chalk@^2.0.0, chalk@^2.3.0:
   version "2.4.2"
-  resolved "https://registry.yarnpkg.com/chalk/-/chalk-2.4.2.tgz#cd42541677a54333cf541a49108c1432b44c9424"
+  resolved "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz"
   integrity sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==
   dependencies:
     ansi-styles "^3.2.1"
     escape-string-regexp "^1.0.5"
     supports-color "^5.3.0"
 
-chokidar@^2.0.0, chokidar@^2.0.2:
-  version "2.1.5"
-  resolved "https://registry.yarnpkg.com/chokidar/-/chokidar-2.1.5.tgz#0ae8434d962281a5f56c72869e79cb6d9d86ad4d"
-  integrity sha512-i0TprVWp+Kj4WRPtInjexJ8Q+BqTE909VpH8xVhXrJkoc5QC8VO9TryGOqTr+2hljzc1sC62t22h5tZePodM/A==
+chalk@^4.1.0:
+  version "4.1.2"
+  resolved "https://registry.npmjs.org/chalk/-/chalk-4.1.2.tgz"
+  integrity sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==
   dependencies:
-    anymatch "^2.0.0"
-    async-each "^1.0.1"
-    braces "^2.3.2"
-    glob-parent "^3.1.0"
-    inherits "^2.0.3"
-    is-binary-path "^1.0.0"
-    is-glob "^4.0.0"
-    normalize-path "^3.0.0"
-    path-is-absolute "^1.0.0"
-    readdirp "^2.2.1"
-    upath "^1.1.1"
-  optionalDependencies:
-    fsevents "^1.2.7"
+    ansi-styles "^4.1.0"
+    supports-color "^7.1.0"
 
-chownr@^1.1.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/chownr/-/chownr-1.1.1.tgz#54726b8b8fff4df053c42187e801fb4412df1494"
-  integrity sha512-j38EvO5+LHX84jlo6h4UzmOwi0UgW61WRyPtJz4qaadK5eY3BTS5TY/S1Stc3Uk2lIM6TPevAlULiEJwie860g==
+chokidar@^3.5.3:
+  version "3.6.0"
+  resolved "https://registry.npmjs.org/chokidar/-/chokidar-3.6.0.tgz"
+  integrity sha512-7VT13fmjotKpGipCW9JEQAusEPE+Ei8nl6/g4FBAmIm0GOOLMua9NDDo/DWp0ZAxCr3cPq5ZpBqmPAQgDda2Pw==
+  dependencies:
+    anymatch "~3.1.2"
+    braces "~3.0.2"
+    glob-parent "~5.1.2"
+    is-binary-path "~2.1.0"
+    is-glob "~4.0.1"
+    normalize-path "~3.0.0"
+    readdirp "~3.6.0"
+  optionalDependencies:
+    fsevents "~2.3.2"
 
-chrome-trace-event@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/chrome-trace-event/-/chrome-trace-event-1.0.0.tgz#45a91bd2c20c9411f0963b5aaeb9a1b95e09cc48"
-  integrity sha512-xDbVgyfDTT2piup/h8dK/y4QZfJRSa73bw1WZ8b4XM1o7fsFubUVGYcE+1ANtOzJJELGpYoG2961z0Z6OAld9A==
+chokidar@^4.0.0:
+  version "4.0.3"
+  resolved "https://registry.npmjs.org/chokidar/-/chokidar-4.0.3.tgz"
+  integrity sha512-Qgzu8kfBvo+cA4962jnP1KkS6Dop5NS6g7R5LFYJr4b8Ub94PPQXUksCw9PvXoeXPRRddRNC5C1JQUR2SMGtnA==
   dependencies:
-    tslib "^1.9.0"
+    readdirp "^4.0.1"
 
-cipher-base@^1.0.0, cipher-base@^1.0.1, cipher-base@^1.0.3:
+chrome-trace-event@^1.0.2:
   version "1.0.4"
-  resolved "https://registry.yarnpkg.com/cipher-base/-/cipher-base-1.0.4.tgz#8760e4ecc272f4c363532f926d874aae2c1397de"
-  integrity sha512-Kkht5ye6ZGmwv40uUDZztayT2ThLQGfnj/T71N/XzeZeo3nf8foyW7zGTsPYkEya3m5f3cAypH+qe7YOrM1U2Q==
-  dependencies:
-    inherits "^2.0.1"
-    safe-buffer "^5.0.1"
-
-class-utils@^0.3.5:
-  version "0.3.6"
-  resolved "https://registry.yarnpkg.com/class-utils/-/class-utils-0.3.6.tgz#f93369ae8b9a7ce02fd41faad0ca83033190c463"
-  integrity sha512-qOhPa/Fj7s6TY8H8esGu5QNpMMQxz79h+urzrNYN6mn+9BnxlDGf5QZ+XeCDsxSjPqsSR56XOZOJmpeurnLMeg==
-  dependencies:
-    arr-union "^3.1.0"
-    define-property "^0.2.5"
-    isobject "^3.0.0"
-    static-extend "^0.1.1"
+  resolved "https://registry.npmjs.org/chrome-trace-event/-/chrome-trace-event-1.0.4.tgz"
+  integrity sha512-rNjApaLzuwaOTjCiT8lSDdGN1APCiqkChLMJxJPWLunPAt5fy8xgU9/jNOchV84wfIxrA0lRQB7oCT8jrn/wrQ==
 
 classnames@^2.2.6:
   version "2.2.6"
-  resolved "https://registry.yarnpkg.com/classnames/-/classnames-2.2.6.tgz#43935bffdd291f326dad0a205309b38d00f650ce"
+  resolved "https://registry.npmjs.org/classnames/-/classnames-2.2.6.tgz"
   integrity sha512-JR/iSQOSt+LQIWwrwEzJ9uk0xfN3mTVYMwt1Ir5mUcSN6pU+V4zQFFaJsclJbPuAUQH+yfWef6tm7l1quW3C8Q==
 
-cliui@^4.0.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/cliui/-/cliui-4.1.0.tgz#348422dbe82d800b3022eef4f6ac10bf2e4d1b49"
-  integrity sha512-4FG+RSG9DL7uEwRUZXZn3SS34DiDPfzP0VOiEwtUWlE+AR2EIg+hSyvrIgUUfhdgR/UkAeW2QHgeP+hWrXs7jQ==
-  dependencies:
-    string-width "^2.1.1"
-    strip-ansi "^4.0.0"
-    wrap-ansi "^2.0.0"
-
-cliui@^5.0.0:
-  version "5.0.0"
-  resolved "https://registry.yarnpkg.com/cliui/-/cliui-5.0.0.tgz#deefcfdb2e800784aa34f46fa08e06851c7bbbc5"
-  integrity sha512-PYeGSEmmHM6zvoef2w8TPzlrnNpXIjTipYK780YswmIP9vjxmd6Y2a3CB2Ks6/AU8NHjZugXvo8w3oWM2qnwXA==
-  dependencies:
-    string-width "^3.1.0"
-    strip-ansi "^5.2.0"
-    wrap-ansi "^5.1.0"
-
-clone-deep@^2.0.1:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/clone-deep/-/clone-deep-2.0.2.tgz#00db3a1e173656730d1188c3d6aced6d7ea97713"
-  integrity sha512-SZegPTKjCgpQH63E+eN6mVEEPdQBOUzjyJm5Pora4lrwWRFS8I0QAxV/KD6vV/i0WuijHZWQC1fMsPEdxfdVCQ==
+clone-deep@^4.0.1:
+  version "4.0.1"
+  resolved "https://registry.npmjs.org/clone-deep/-/clone-deep-4.0.1.tgz"
+  integrity sha512-neHB9xuzh/wk0dIHweyAXv2aPGZIVk3pLMe+/RNzINf17fe0OG96QroktYAUm7SM1PBnzTabaLboqqxDyMU+SQ==
   dependencies:
-    for-own "^1.0.0"
     is-plain-object "^2.0.4"
-    kind-of "^6.0.0"
-    shallow-clone "^1.0.0"
-
-code-point-at@^1.0.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/code-point-at/-/code-point-at-1.1.0.tgz#0d070b4d043a5bea33a2f1a40e2edb3d9a4ccf77"
-  integrity sha1-DQcLTQQ6W+ozovGkDi7bPZpMz3c=
-
-collection-visit@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/collection-visit/-/collection-visit-1.0.0.tgz#4bc0373c164bc3291b4d368c829cf1a80a59dca0"
-  integrity sha1-S8A3PBZLwykbTTaMgpzxqApZ3KA=
-  dependencies:
-    map-visit "^1.0.0"
-    object-visit "^1.0.0"
+    kind-of "^6.0.2"
+    shallow-clone "^3.0.0"
 
 color-convert@^1.9.0:
   version "1.9.3"
-  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-1.9.3.tgz#bb71850690e1f136567de629d2d5471deda4c1e8"
+  resolved "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz"
   integrity sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==
   dependencies:
     color-name "1.1.3"
 
+color-convert@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz"
+  integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
+  dependencies:
+    color-name "~1.1.4"
+
+color-name@~1.1.4:
+  version "1.1.4"
+  resolved "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz"
+  integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
+
 color-name@1.1.3:
   version "1.1.3"
-  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.3.tgz#a7d0558bd89c42f795dd42328f740831ca53bc25"
-  integrity sha1-p9BVi9icQveV3UIyj3QIMcpTvCU=
+  resolved "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz"
+  integrity sha1-p9BVi9icQveV3UIyj3QIMcpTvCU= sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==
 
-combined-stream@^1.0.6, combined-stream@~1.0.6:
-  version "1.0.7"
-  resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.7.tgz#2d1d24317afb8abe95d6d2c0b07b57813539d828"
-  integrity sha512-brWl9y6vOB1xYPZcpZde3N9zDByXTosAeMDo4p1wzo6UMOX4vumB+TP1RZ76sfE6Md68Q0NJSrE/gbezd4Ul+w==
-  dependencies:
-    delayed-stream "~1.0.0"
+colorette@^2.0.10, colorette@^2.0.14:
+  version "2.0.20"
+  resolved "https://registry.npmjs.org/colorette/-/colorette-2.0.20.tgz"
+  integrity sha512-IfEDxwoWIjkeXL1eXcDiow4UbKjhLdq6/EuSVR9GMN7KVH3r9gQ83e73hsz1Nd1T3ijd5xv1wcWRYO+D6kCI2w==
 
 combined-stream@^1.0.8:
   version "1.0.8"
-  resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
+  resolved "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz"
   integrity sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==
   dependencies:
     delayed-stream "~1.0.0"
 
-commander@^2.12.1, commander@^2.19.0:
+commander@^10.0.1:
+  version "10.0.1"
+  resolved "https://registry.npmjs.org/commander/-/commander-10.0.1.tgz"
+  integrity sha512-y4Mg2tXshplEbSGzx7amzPwKKOCGuoSRP/CjEdwwk0FOGlUbq6lKuoyDZTNZkmxHdJtp54hdfY/JUrdL7Xfdug==
+
+commander@^2.12.1:
   version "2.19.0"
-  resolved "https://registry.yarnpkg.com/commander/-/commander-2.19.0.tgz#f6198aa84e5b83c46054b94ddedbfed5ee9ff12a"
+  resolved "https://registry.npmjs.org/commander/-/commander-2.19.0.tgz"
   integrity sha512-6tvAOO+D6OENvRAh524Dh9jcfKTYDQAqvqezbCW82xj5X0pSrcpxtvRKHLG0yBY6SD7PSDrJaj+0AiOcKVd1Xg==
 
-commander@^2.7.1:
+commander@^2.20.0:
   version "2.20.3"
-  resolved "https://registry.yarnpkg.com/commander/-/commander-2.20.3.tgz#fd485e84c03eb4881c20722ba48035e8531aeb33"
+  resolved "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz"
   integrity sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==
 
-commondir@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/commondir/-/commondir-1.0.1.tgz#ddd800da0c66127393cca5950ea968a3aaf1253b"
-  integrity sha1-3dgA2gxmEnOTzKWVDqloo6rxJTs=
-
-component-emitter@^1.2.1:
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/component-emitter/-/component-emitter-1.2.1.tgz#137918d6d78283f7df7a6b7c5a63e140e69425e6"
-  integrity sha1-E3kY1teCg/ffemt8WmPhQOaUJeY=
-
-compressible@~2.0.16:
-  version "2.0.16"
-  resolved "https://registry.yarnpkg.com/compressible/-/compressible-2.0.16.tgz#a49bf9858f3821b64ce1be0296afc7380466a77f"
-  integrity sha512-JQfEOdnI7dASwCuSPWIeVYwc/zMsu/+tRhoUvEfXz2gxOA2DNjmG5vhtFdBlhWPPGo+RdT9S3tgc/uH5qgDiiA==
+compressible@~2.0.18:
+  version "2.0.18"
+  resolved "https://registry.npmjs.org/compressible/-/compressible-2.0.18.tgz"
+  integrity sha512-AF3r7P5dWxL8MxyITRMlORQNaOA2IkAFaTr4k7BUumjPtRpGDTZpl0Pb1XCO6JeDCBdp126Cgs9sMxqSjgYyRg==
   dependencies:
-    mime-db ">= 1.38.0 < 2"
+    mime-db ">= 1.43.0 < 2"
 
-compression@^1.5.2:
-  version "1.7.4"
-  resolved "https://registry.yarnpkg.com/compression/-/compression-1.7.4.tgz#95523eff170ca57c29a0ca41e6fe131f41e5bb8f"
-  integrity sha512-jaSIDzP9pZVS4ZfQ+TzvtiWhdpFhE2RDHz8QJkpX9SIpLq88VueF5jJw6t+6CUQcAoA6t+x89MLrWAqpfDE8iQ==
+compression@^1.7.4:
+  version "1.8.1"
+  resolved "https://registry.npmjs.org/compression/-/compression-1.8.1.tgz"
+  integrity sha512-9mAqGPHLakhCLeNyxPkK4xVo746zQ/czLH1Ky+vkitMnWfWZps8r0qXuwhwizagCRttsL4lfG4pIOvaWLpAP0w==
   dependencies:
-    accepts "~1.3.5"
-    bytes "3.0.0"
-    compressible "~2.0.16"
+    bytes "3.1.2"
+    compressible "~2.0.18"
     debug "2.6.9"
-    on-headers "~1.0.2"
-    safe-buffer "5.1.2"
+    negotiator "~0.6.4"
+    on-headers "~1.1.0"
+    safe-buffer "5.2.1"
     vary "~1.1.2"
 
 concat-map@0.0.1:
   version "0.0.1"
-  resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
-  integrity sha1-2Klr13/Wjfd5OnMDajug1UBdR3s=
+  resolved "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz"
+  integrity sha1-2Klr13/Wjfd5OnMDajug1UBdR3s= sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==
 
-concat-stream@^1.5.0:
-  version "1.6.2"
-  resolved "https://registry.yarnpkg.com/concat-stream/-/concat-stream-1.6.2.tgz#904bdf194cd3122fc675c77fc4ac3d4ff0fd1a34"
-  integrity sha512-27HBghJxjiZtIk3Ycvn/4kbJk/1uZuJFfuPEns6LaEvpvG1f0hTea8lilrouyo9mVc2GWdcEZ8OLoGmSADlrCw==
-  dependencies:
-    buffer-from "^1.0.0"
-    inherits "^2.0.3"
-    readable-stream "^2.2.2"
-    typedarray "^0.0.6"
-
-connect-history-api-fallback@^1.3.0:
-  version "1.6.0"
-  resolved "https://registry.yarnpkg.com/connect-history-api-fallback/-/connect-history-api-fallback-1.6.0.tgz#8b32089359308d111115d81cad3fceab888f97bc"
-  integrity sha512-e54B99q/OUoH64zYYRf3HBP5z24G38h5D3qXu23JGRoigpX5Ss4r9ZnDk3g0Z8uQC2x2lPaJ+UlWBc1ZWBWdLg==
+connect-history-api-fallback@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmjs.org/connect-history-api-fallback/-/connect-history-api-fallback-2.0.0.tgz"
+  integrity sha512-U73+6lQFmfiNPrYbXqr6kZ1i1wiRqXnp2nhMsINseWXO8lDau0LGEffJ8kQi4EjLZympVgRdvqjAgiZ1tgzDDA==
 
-console-browserify@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/console-browserify/-/console-browserify-1.1.0.tgz#f0241c45730a9fc6323b206dbf38edc741d0bb10"
-  integrity sha1-8CQcRXMKn8YyOyBtvzjtx0HQuxA=
+content-disposition@~0.5.4:
+  version "0.5.4"
+  resolved "https://registry.npmjs.org/content-disposition/-/content-disposition-0.5.4.tgz"
+  integrity sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==
   dependencies:
-    date-now "^0.1.4"
-
-console-control-strings@^1.0.0, console-control-strings@~1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/console-control-strings/-/console-control-strings-1.1.0.tgz#3d7cf4464db6446ea644bf4b39507f9851008e8e"
-  integrity sha1-PXz0Rk22RG6mRL9LOVB/mFEAjo4=
-
-constants-browserify@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/constants-browserify/-/constants-browserify-1.0.0.tgz#c20b96d8c617748aaf1c16021760cd27fcb8cb75"
-  integrity sha1-wguW2MYXdIqvHBYCF2DNJ/y4y3U=
+    safe-buffer "5.2.1"
 
-content-disposition@0.5.2:
-  version "0.5.2"
-  resolved "https://registry.yarnpkg.com/content-disposition/-/content-disposition-0.5.2.tgz#0cf68bb9ddf5f2be7961c3a85178cb85dba78cb4"
-  integrity sha1-DPaLud318r55YcOoUXjLhdunjLQ=
-
-content-type@~1.0.4:
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/content-type/-/content-type-1.0.4.tgz#e138cc75e040c727b1966fe5e5f8c9aee256fe3b"
-  integrity sha512-hIP3EEPs8tB9AT1L+NUqtwOAps4mk2Zob89MWXMHjHWg9milF/j4osnnQLXBCBFBk/tvIG/tUc9mOUJiPBhPXA==
-
-cookie-signature@1.0.6:
-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/cookie-signature/-/cookie-signature-1.0.6.tgz#e303a882b342cc3ee8ca513a79999734dab3ae2c"
-  integrity sha1-4wOogrNCzD7oylE6eZmXNNqzriw=
-
-cookie@0.3.1:
-  version "0.3.1"
-  resolved "https://registry.yarnpkg.com/cookie/-/cookie-0.3.1.tgz#e7e0a1f9ef43b4c8ba925c5c5a96e806d16873bb"
-  integrity sha1-5+Ch+e9DtMi6klxcWpboBtFoc7s=
-
-copy-concurrently@^1.0.0:
+content-type@~1.0.4, content-type@~1.0.5:
   version "1.0.5"
-  resolved "https://registry.yarnpkg.com/copy-concurrently/-/copy-concurrently-1.0.5.tgz#92297398cae34937fcafd6ec8139c18051f0b5e0"
-  integrity sha512-f2domd9fsVDFtaFcbaRZuYXwtdmnzqbADSwhSWYxYB/Q8zsdUUFMXVRwXGDMWmbEzAn1kdRrtI1T/KTFOL4X2A==
-  dependencies:
-    aproba "^1.1.1"
-    fs-write-stream-atomic "^1.0.8"
-    iferr "^0.1.5"
-    mkdirp "^0.5.1"
-    rimraf "^2.5.4"
-    run-queue "^1.0.0"
+  resolved "https://registry.npmjs.org/content-type/-/content-type-1.0.5.tgz"
+  integrity sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==
 
-copy-descriptor@^0.1.0:
-  version "0.1.1"
-  resolved "https://registry.yarnpkg.com/copy-descriptor/-/copy-descriptor-0.1.1.tgz#676f6eb3c39997c2ee1ac3a924fd6124748f578d"
-  integrity sha1-Z29us8OZl8LuGsOpJP1hJHSPV40=
+cookie-signature@~1.0.6:
+  version "1.0.7"
+  resolved "https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.0.7.tgz"
+  integrity sha512-NXdYc3dLr47pBkpUCHtKSwIOQXLVn8dZEuywboCOJY/osA0wFSLlSawr3KN8qXJEyX66FcONTH8EIlVuK0yyFA==
+
+cookie@~0.7.1:
+  version "0.7.2"
+  resolved "https://registry.npmjs.org/cookie/-/cookie-0.7.2.tgz"
+  integrity sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==
 
 core-js@^3.0.1:
   version "3.0.1"
-  resolved "https://registry.yarnpkg.com/core-js/-/core-js-3.0.1.tgz#1343182634298f7f38622f95e73f54e48ddf4738"
+  resolved "https://registry.npmjs.org/core-js/-/core-js-3.0.1.tgz"
   integrity sha512-sco40rF+2KlE0ROMvydjkrVMMG1vYilP2ALoRXcYR4obqbYIuV3Bg+51GEDW+HF8n7NRA+iaA4qD0nD9lo9mew==
 
-core-util-is@1.0.2, core-util-is@~1.0.0:
+core-util-is@~1.0.0:
   version "1.0.2"
-  resolved "https://registry.yarnpkg.com/core-util-is/-/core-util-is-1.0.2.tgz#b5fd54220aa2bc5ab57aab7140c940754503c1a7"
-  integrity sha1-tf1UIgqivFq1eqtxQMlAdUUDwac=
+  resolved "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.2.tgz"
+  integrity sha1-tf1UIgqivFq1eqtxQMlAdUUDwac= sha512-3lqz5YjWTYnW6dlDa5TLaTCcShfar1e40rmcJVwCBJC6mWlFuj0eCHIElmG1g5kyuJ/GD+8Wn4FFCcz4gJPfaQ==
 
-create-ecdh@^4.0.0:
-  version "4.0.3"
-  resolved "https://registry.yarnpkg.com/create-ecdh/-/create-ecdh-4.0.3.tgz#c9111b6f33045c4697f144787f9254cdc77c45ff"
-  integrity sha512-GbEHQPMOswGpKXM9kCWVrremUcBmjteUaQ01T9rkKCPDXfUHX0IoP9LpHYo2NPFampa4e+/pFDc3jQdxrxQLaw==
-  dependencies:
-    bn.js "^4.1.0"
-    elliptic "^6.0.0"
-
-create-hash@^1.1.0, create-hash@^1.1.2:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/create-hash/-/create-hash-1.2.0.tgz#889078af11a63756bcfb59bd221996be3a9ef196"
-  integrity sha512-z00bCGNHDG8mHAkP7CtT1qVu+bFQUPjYq/4Iv3C3kWjTFV10zIjfSoeqXo9Asws8gwSHDGj/hl2u4OGIjapeCg==
-  dependencies:
-    cipher-base "^1.0.1"
-    inherits "^2.0.1"
-    md5.js "^1.3.4"
-    ripemd160 "^2.0.1"
-    sha.js "^2.4.0"
-
-create-hmac@^1.1.0, create-hmac@^1.1.2, create-hmac@^1.1.4:
-  version "1.1.7"
-  resolved "https://registry.yarnpkg.com/create-hmac/-/create-hmac-1.1.7.tgz#69170c78b3ab957147b2b8b04572e47ead2243ff"
-  integrity sha512-MJG9liiZ+ogc4TzUwuvbER1JRdgvUFSB5+VR/g5h82fGaIRWMWddtKBHi7/sVhfjQZ6SehlyhvQYrcYkaUIpLg==
-  dependencies:
-    cipher-base "^1.0.3"
-    create-hash "^1.1.0"
-    inherits "^2.0.1"
-    ripemd160 "^2.0.0"
-    safe-buffer "^5.0.1"
-    sha.js "^2.4.8"
-
-cross-spawn@^3.0.0:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/cross-spawn/-/cross-spawn-3.0.1.tgz#1256037ecb9f0c5f79e3d6ef135e30770184b982"
-  integrity sha1-ElYDfsufDF9549bvE14wdwGEuYI=
-  dependencies:
-    lru-cache "^4.0.1"
-    which "^1.2.9"
-
-cross-spawn@^6.0.0, cross-spawn@^6.0.5:
-  version "6.0.5"
-  resolved "https://registry.yarnpkg.com/cross-spawn/-/cross-spawn-6.0.5.tgz#4a5ec7c64dfae22c3a14124dbacdee846d80cbc4"
-  integrity sha512-eTVLrBSt7fjbDygz805pMnstIs2VTBNkRm0qxZd+M7A5XDdxVRWO5MxGBXZhjY4cqLYLdtrGqRf8mBPmzwSpWQ==
-  dependencies:
-    nice-try "^1.0.4"
-    path-key "^2.0.1"
-    semver "^5.5.0"
-    shebang-command "^1.2.0"
-    which "^1.2.9"
-
-crypto-browserify@^3.11.0:
-  version "3.12.0"
-  resolved "https://registry.yarnpkg.com/crypto-browserify/-/crypto-browserify-3.12.0.tgz#396cf9f3137f03e4b8e532c58f698254e00f80ec"
-  integrity sha512-fz4spIh+znjO2VjL+IdhEpRJ3YN6sMzITSBijk6FK2UvTqruSQW+/cCZTSNsMiZNvUeq0CqurF+dAbyiGOY6Wg==
-  dependencies:
-    browserify-cipher "^1.0.0"
-    browserify-sign "^4.0.0"
-    create-ecdh "^4.0.0"
-    create-hash "^1.1.0"
-    create-hmac "^1.1.0"
-    diffie-hellman "^5.0.0"
-    inherits "^2.0.1"
-    pbkdf2 "^3.0.3"
-    public-encrypt "^4.0.0"
-    randombytes "^2.0.0"
-    randomfill "^1.0.3"
-
-css-loader@^2.1.1:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/css-loader/-/css-loader-2.1.1.tgz#d8254f72e412bb2238bb44dd674ffbef497333ea"
-  integrity sha512-OcKJU/lt232vl1P9EEDamhoO9iKY3tIjY5GU+XDLblAykTdgs6Ux9P1hTHve8nFKy5KPpOXOsVI/hIwi3841+w==
-  dependencies:
-    camelcase "^5.2.0"
-    icss-utils "^4.1.0"
-    loader-utils "^1.2.3"
-    normalize-path "^3.0.0"
-    postcss "^7.0.14"
-    postcss-modules-extract-imports "^2.0.0"
-    postcss-modules-local-by-default "^2.0.6"
-    postcss-modules-scope "^2.1.0"
-    postcss-modules-values "^2.0.0"
-    postcss-value-parser "^3.3.0"
-    schema-utils "^1.0.0"
+create-require@^1.1.0:
+  version "1.1.1"
+  resolved "https://registry.npmjs.org/create-require/-/create-require-1.1.1.tgz"
+  integrity sha512-dcKFX3jn0MpIaXjisoRvexIJVEKzaq7z2rZKxf+MSr9TkdmHmsU4m2lcLojrj/FHl8mk5VxMmYA+ftRkP/3oKQ==
+
+cross-spawn@^7.0.3:
+  version "7.0.6"
+  resolved "https://registry.npmjs.org/cross-spawn/-/cross-spawn-7.0.6.tgz"
+  integrity sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==
+  dependencies:
+    path-key "^3.1.0"
+    shebang-command "^2.0.0"
+    which "^2.0.1"
+
+css-loader@^6.0.0:
+  version "6.11.0"
+  resolved "https://registry.npmjs.org/css-loader/-/css-loader-6.11.0.tgz"
+  integrity sha512-CTJ+AEQJjq5NzLga5pE39qdiSV56F8ywCIsqNIRF0r7BDgWsN25aazToqAFg7ZrtA/U016xudB3ffgweORxX7g==
+  dependencies:
+    icss-utils "^5.1.0"
+    postcss "^8.4.33"
+    postcss-modules-extract-imports "^3.1.0"
+    postcss-modules-local-by-default "^4.0.5"
+    postcss-modules-scope "^3.2.0"
+    postcss-modules-values "^4.0.0"
+    postcss-value-parser "^4.2.0"
+    semver "^7.5.4"
 
 cssesc@^3.0.0:
   version "3.0.0"
-  resolved "https://registry.yarnpkg.com/cssesc/-/cssesc-3.0.0.tgz#37741919903b868565e1c09ea747445cd18983ee"
+  resolved "https://registry.npmjs.org/cssesc/-/cssesc-3.0.0.tgz"
   integrity sha512-/Tb/JcjK111nNScGob5MNtsntNM1aCNUDipB/TkwZFhyDrrE47SOx/18wF2bbjgc3ZzCSKW1T5nt5EbFoAz/Vg==
 
 csstype@^2.2.0:
   version "2.6.3"
-  resolved "https://registry.yarnpkg.com/csstype/-/csstype-2.6.3.tgz#b701e5968245bf9b08d54ac83d00b624e622a9fa"
+  resolved "https://registry.npmjs.org/csstype/-/csstype-2.6.3.tgz"
   integrity sha512-rINUZXOkcBmoHWEyu7JdHu5JMzkGRoMX4ov9830WNgxf5UYxcBUO0QTKAqeJ5EZfSdlrcJYkC8WwfVW7JYi4yg==
 
-currently-unhandled@^0.4.1:
-  version "0.4.1"
-  resolved "https://registry.yarnpkg.com/currently-unhandled/-/currently-unhandled-0.4.1.tgz#988df33feab191ef799a61369dd76c17adf957ea"
-  integrity sha1-mI3zP+qxke95mmE2nddsF635V+o=
+debug@^4.1.0:
+  version "4.4.3"
+  resolved "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz"
+  integrity sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA==
   dependencies:
-    array-find-index "^1.0.1"
-
-cyclist@~0.2.2:
-  version "0.2.2"
-  resolved "https://registry.yarnpkg.com/cyclist/-/cyclist-0.2.2.tgz#1b33792e11e914a2fd6d6ed6447464444e5fa640"
-  integrity sha1-GzN5LhHpFKL9bW7WRHRkRE5fpkA=
+    ms "^2.1.3"
 
-dashdash@^1.12.0:
-  version "1.14.1"
-  resolved "https://registry.yarnpkg.com/dashdash/-/dashdash-1.14.1.tgz#853cfa0f7cbe2fed5de20326b8dd581035f6e2f0"
-  integrity sha1-hTz6D3y+L+1d4gMmuN1YEDX24vA=
+debug@^4.3.4:
+  version "4.4.3"
+  resolved "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz"
+  integrity sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA==
   dependencies:
-    assert-plus "^1.0.0"
+    ms "^2.1.3"
 
-date-now@^0.1.4:
-  version "0.1.4"
-  resolved "https://registry.yarnpkg.com/date-now/-/date-now-0.1.4.tgz#eaf439fd4d4848ad74e5cc7dbef200672b9e345b"
-  integrity sha1-6vQ5/U1ISK105cx9vvIAZyueNFs=
-
-debug@2.6.9, debug@^2.1.2, debug@^2.2.0, debug@^2.3.3:
+debug@2.6.9:
   version "2.6.9"
-  resolved "https://registry.yarnpkg.com/debug/-/debug-2.6.9.tgz#5d128515df134ff327e90a4c93f4e077a536341f"
+  resolved "https://registry.npmjs.org/debug/-/debug-2.6.9.tgz"
   integrity sha512-bC7ElrdJaJnPbAP+1EotYvqZsb3ecl5wi6Bfi6BJTUcNowp6cvspg0jXznRTKDjm/E7AdgFBVeAPVMNcKGsHMA==
   dependencies:
     ms "2.0.0"
 
-debug@^3.2.5:
-  version "3.2.6"
-  resolved "https://registry.yarnpkg.com/debug/-/debug-3.2.6.tgz#e83d17de16d8a7efb7717edbe5fb10135eee629b"
-  integrity sha512-mel+jf7nrtEl5Pn1Qx46zARXKDpBbvzezse7p7LqINmdoIk8PYP5SySaxEmYv6TZ0JyEKA1hsCId6DIhgITtWQ==
-  dependencies:
-    ms "^2.1.1"
-
-debug@^4.1.0, debug@^4.1.1:
-  version "4.1.1"
-  resolved "https://registry.yarnpkg.com/debug/-/debug-4.1.1.tgz#3b72260255109c6b589cee050f1d516139664791"
-  integrity sha512-pYAIzeRo8J6KPEaJ0VWOh5Pzkbw/RetuzehGM7QRRX5he4fPHx2rdKMB256ehJCkX+XRQm16eZLqLNS8RSZXZw==
-  dependencies:
-    ms "^2.1.1"
-
-decamelize@^1.1.2, decamelize@^1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/decamelize/-/decamelize-1.2.0.tgz#f6534d15148269b20352e7bee26f501f9a191290"
-  integrity sha1-9lNNFRSCabIDUue+4m9QH5oZEpA=
-
-decamelize@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/decamelize/-/decamelize-2.0.0.tgz#656d7bbc8094c4c788ea53c5840908c9c7d063c7"
-  integrity sha512-Ikpp5scV3MSYxY39ymh45ZLEecsTdv/Xj2CaQfI8RLMuwi7XvjX9H/fhraiSuU+C5w5NTDu4ZU72xNiZnurBPg==
-  dependencies:
-    xregexp "4.0.0"
-
-decode-uri-component@^0.2.0:
-  version "0.2.0"
-  resolved "https://registry.yarnpkg.com/decode-uri-component/-/decode-uri-component-0.2.0.tgz#eb3913333458775cb84cd1a1fae062106bb87545"
-  integrity sha1-6zkTMzRYd1y4TNGh+uBiEGu4dUU=
-
-deep-equal@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/deep-equal/-/deep-equal-1.0.1.tgz#f5d260292b660e084eff4cdbc9f08ad3247448b5"
-  integrity sha1-9dJgKStmDghO/0zbyfCK0yR0SLU=
-
-deep-extend@^0.6.0:
-  version "0.6.0"
-  resolved "https://registry.yarnpkg.com/deep-extend/-/deep-extend-0.6.0.tgz#c4fa7c95404a17a9c3e8ca7e1537312b736330ac"
-  integrity sha512-LOHxIOaPYdHlJRtCQfDIVZtfw/ufM8+rVj649RIHzcm/vGwQRXFt6OPqIFWsm2XEMrNIEtWR64sY1LEKD2vAOA==
-
-default-gateway@^4.0.1:
-  version "4.2.0"
-  resolved "https://registry.yarnpkg.com/default-gateway/-/default-gateway-4.2.0.tgz#167104c7500c2115f6dd69b0a536bb8ed720552b"
-  integrity sha512-h6sMrVB1VMWVrW13mSc6ia/DwYYw5MN6+exNu1OaJeFac5aSAvwM7lZ0NVfTABuSkQelr4h5oebg3KB1XPdjgA==
-  dependencies:
-    execa "^1.0.0"
-    ip-regex "^2.1.0"
-
-define-property@^0.2.5:
-  version "0.2.5"
-  resolved "https://registry.yarnpkg.com/define-property/-/define-property-0.2.5.tgz#c35b1ef918ec3c990f9a5bc57be04aacec5c8116"
-  integrity sha1-w1se+RjsPJkPmlvFe+BKrOxcgRY=
+debug@4:
+  version "4.4.3"
+  resolved "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz"
+  integrity sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA==
   dependencies:
-    is-descriptor "^0.1.0"
+    ms "^2.1.3"
 
-define-property@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/define-property/-/define-property-1.0.0.tgz#769ebaaf3f4a63aad3af9e8d304c9bbe79bfb0e6"
-  integrity sha1-dp66rz9KY6rTr56NMEybvnm/sOY=
+default-gateway@^6.0.3:
+  version "6.0.3"
+  resolved "https://registry.npmjs.org/default-gateway/-/default-gateway-6.0.3.tgz"
+  integrity sha512-fwSOJsbbNzZ/CUFpqFBqYfYNLj1NbMPm8MMCIzHjC83iSJRBEGmDUxU+WP661BaBQImeC2yHwXtz+P/O9o+XEg==
   dependencies:
-    is-descriptor "^1.0.0"
+    execa "^5.0.0"
 
-define-property@^2.0.2:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/define-property/-/define-property-2.0.2.tgz#d459689e8d654ba77e02a817f8710d702cb16e9d"
-  integrity sha512-jwK2UV4cnPpbcG7+VRARKTZPUWowwXA8bzH5NP6ud0oeAxyYPuGZUAC7hMugpCdz4BeSZl2Dl9k66CHJ/46ZYQ==
+define-data-property@^1.1.4:
+  version "1.1.4"
+  resolved "https://registry.npmjs.org/define-data-property/-/define-data-property-1.1.4.tgz"
+  integrity sha512-rBMvIzlpA8v6E+SJZoo++HAYqsLrkg7MSfIinMPFhmkorw7X+dOXVJQs+QT69zGkzMyfDnIMN2Wid1+NbL3T+A==
   dependencies:
-    is-descriptor "^1.0.2"
-    isobject "^3.0.1"
+    es-define-property "^1.0.0"
+    es-errors "^1.3.0"
+    gopd "^1.0.1"
 
-del@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/del/-/del-3.0.0.tgz#53ecf699ffcbcb39637691ab13baf160819766e5"
-  integrity sha1-U+z2mf/LyzljdpGrE7rxYIGXZuU=
-  dependencies:
-    globby "^6.1.0"
-    is-path-cwd "^1.0.0"
-    is-path-in-cwd "^1.0.0"
-    p-map "^1.1.1"
-    pify "^3.0.0"
-    rimraf "^2.2.8"
+define-lazy-prop@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmjs.org/define-lazy-prop/-/define-lazy-prop-2.0.0.tgz"
+  integrity sha512-Ds09qNh8yw3khSjiJjiUInaGX9xlqZDY7JVryGxdxV7NPeuqQfplOpQ66yJFZut3jLa5zOwkXw1g9EI2uKh4Og==
 
 delayed-stream@~1.0.0:
   version "1.0.0"
-  resolved "https://registry.yarnpkg.com/delayed-stream/-/delayed-stream-1.0.0.tgz#df3ae199acadfb7d440aaae0b29e2272b24ec619"
-  integrity sha1-3zrhmayt+31ECqrgsp4icrJOxhk=
-
-delegates@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/delegates/-/delegates-1.0.0.tgz#84c6e159b81904fdca59a0ef44cd870d31250f9a"
-  integrity sha1-hMbhWbgZBP3KWaDvRM2HDTElD5o=
+  resolved "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz"
+  integrity sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==
 
 depd@~1.1.2:
   version "1.1.2"
-  resolved "https://registry.yarnpkg.com/depd/-/depd-1.1.2.tgz#9bcd52e14c097763e749b274c4346ed2e560b5a9"
-  integrity sha1-m81S4UwJd2PnSbJ0xDRu0uVgtak=
+  resolved "https://registry.npmjs.org/depd/-/depd-1.1.2.tgz"
+  integrity sha1-m81S4UwJd2PnSbJ0xDRu0uVgtak= sha512-7emPTl6Dpo6JRXOXjLRxck+FlLRX5847cLKEn00PLAgc3g2hTZZgr+e4c2v6QpSmLeFP3n5yUo7ft6avBK/5jQ==
 
-des.js@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/des.js/-/des.js-1.0.0.tgz#c074d2e2aa6a8a9a07dbd61f9a15c2cd83ec8ecc"
-  integrity sha1-wHTS4qpqipoH29YfmhXCzYPsjsw=
-  dependencies:
-    inherits "^2.0.1"
-    minimalistic-assert "^1.0.0"
-
-destroy@~1.0.4:
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/destroy/-/destroy-1.0.4.tgz#978857442c44749e4206613e37946205826abd80"
-  integrity sha1-l4hXRCxEdJ5CBmE+N5RiBYJqvYA=
+depd@~2.0.0, depd@2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmjs.org/depd/-/depd-2.0.0.tgz"
+  integrity sha512-g7nH6P6dyDioJogAAGprGpCtVImJhpPk/roCzdb3fIh61/s/nPsfR6onyMwkCAR/OlC3yBC0lESvUoQEAssIrw==
 
-detect-file@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/detect-file/-/detect-file-1.0.0.tgz#f0d66d03672a825cb1b73bdb3fe62310c8e552b7"
-  integrity sha1-8NZtA2cqglyxtzvbP+YjEMjlUrc=
+destroy@~1.2.0, destroy@1.2.0:
+  version "1.2.0"
+  resolved "https://registry.npmjs.org/destroy/-/destroy-1.2.0.tgz"
+  integrity sha512-2sJGJTaXIIaR1w4iJSNoN0hnMY7Gpc/n8D4qSCJw8QqFWXf7cuAgnEHxBpweaVcPevC2l3KpjYCx3NypQQgaJg==
 
-detect-libc@^1.0.2:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/detect-libc/-/detect-libc-1.0.3.tgz#fa137c4bd698edf55cd5cd02ac559f91a4c4ba9b"
-  integrity sha1-+hN8S9aY7fVc1c0CrFWfkaTEups=
+detect-libc@^2.0.3:
+  version "2.1.2"
+  resolved "https://registry.npmjs.org/detect-libc/-/detect-libc-2.1.2.tgz"
+  integrity sha512-Btj2BOOO83o3WyH59e8MgXsxEQVcarkUOpEYrubB0urwnN10yQ364rsiByU11nZlqWYZm05i/of7io4mzihBtQ==
 
 detect-node@^2.0.4:
-  version "2.0.4"
-  resolved "https://registry.yarnpkg.com/detect-node/-/detect-node-2.0.4.tgz#014ee8f8f669c5c58023da64b8179c083a28c46c"
-  integrity sha512-ZIzRpLJrOj7jjP2miAtgqIfmzbxa4ZOr5jJc601zklsfEx9oTzmmj2nVpIPRpNlRTIh8lc1kyViIY7BWSGNmKw==
-
-diff@^3.1.0:
-  version "3.5.0"
-  resolved "https://registry.yarnpkg.com/diff/-/diff-3.5.0.tgz#800c0dd1e0a8bfbc95835c202ad220fe317e5a12"
-  integrity sha512-A46qtFgd+g7pDZinpnwiRJtxbC1hpgf0uzP3iG89scHk0AUC7A1TGxf5OiiOUv/JMZR8GOt8hL900hV0bOy5xA==
+  version "2.1.0"
+  resolved "https://registry.npmjs.org/detect-node/-/detect-node-2.1.0.tgz"
+  integrity sha512-T0NIuQpnTvFDATNuHN5roPwSBG83rFsuO+MXXH9/3N1eFbn4wcPjttvjMLEPWJ0RGUYgQE7cGgS3tNxbqCGM7g==
 
 diff@^4.0.1:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/diff/-/diff-4.0.1.tgz#0c667cb467ebbb5cea7f14f135cc2dba7780a8ff"
-  integrity sha512-s2+XdvhPCOF01LRQBC8hf4vhbVmI2CGS5aZnxLJlT5FtdhPCDFq80q++zK2KlrVorVDdL5BOGZ/VfLrVtYNF+Q==
+  version "4.0.4"
+  resolved "https://registry.npmjs.org/diff/-/diff-4.0.4.tgz"
+  integrity sha512-X07nttJQkwkfKfvTPG/KSnE2OMdcUCao6+eXF3wmnIQRn2aPAHH3VxDbDOdegkd6JbPsXqShpvEOHfAT+nCNwQ==
 
-diffie-hellman@^5.0.0:
-  version "5.0.3"
-  resolved "https://registry.yarnpkg.com/diffie-hellman/-/diffie-hellman-5.0.3.tgz#40e8ee98f55a2149607146921c63e1ae5f3d2875"
-  integrity sha512-kqag/Nl+f3GwyK25fhUMYj81BUOrZ9IuJsjIcDE5icNM9FJHAVm3VcUDxdLPoQtTuUylWm6ZIknYJwwaPxsUzg==
+dns-packet@^5.2.2:
+  version "5.6.1"
+  resolved "https://registry.npmjs.org/dns-packet/-/dns-packet-5.6.1.tgz"
+  integrity sha512-l4gcSouhcgIKRvyy99RNVOgxXiicE+2jZoNmaNmZ6JXiGajBOJAesk1OBlJuM5k2c+eudGdLxDqXuPCKIj6kpw==
   dependencies:
-    bn.js "^4.1.0"
-    miller-rabin "^4.0.0"
-    randombytes "^2.0.0"
-
-dns-equal@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/dns-equal/-/dns-equal-1.0.0.tgz#b39e7f1da6eb0a75ba9c17324b34753c47e0654d"
-  integrity sha1-s55/HabrCnW6nBcySzR1PEfgZU0=
+    "@leichtgewicht/ip-codec" "^2.0.1"
 
-dns-packet@^1.3.1:
-  version "1.3.4"
-  resolved "https://registry.yarnpkg.com/dns-packet/-/dns-packet-1.3.4.tgz#e3455065824a2507ba886c55a89963bb107dec6f"
-  integrity sha512-BQ6F4vycLXBvdrJZ6S3gZewt6rcrks9KBgM9vrhW+knGRqc8uEdT7fuCwloc7nny5xNoMJ17HGH0R/6fpo8ECA==
+dunder-proto@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.npmjs.org/dunder-proto/-/dunder-proto-1.0.1.tgz"
+  integrity sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==
   dependencies:
-    ip "^1.1.0"
-    safe-buffer "^5.0.1"
+    call-bind-apply-helpers "^1.0.1"
+    es-errors "^1.3.0"
+    gopd "^1.2.0"
 
-dns-txt@^2.0.2:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/dns-txt/-/dns-txt-2.0.2.tgz#b91d806f5d27188e4ab3e7d107d881a1cc4642b6"
-  integrity sha1-uR2Ab10nGI5Ks+fRB9iBocxGQrY=
-  dependencies:
-    buffer-indexof "^1.0.0"
+ee-first@1.1.1:
+  version "1.1.1"
+  resolved "https://registry.npmjs.org/ee-first/-/ee-first-1.1.1.tgz"
+  integrity sha512-WMwm9LhRUo+WUaRN+vRuETqG89IgZphVSNkdFgeb6sS/E4OrDIN7t48CAewSHXc6C8lefD8KKfr5vY61brQlow==
 
-domain-browser@^1.1.1:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/domain-browser/-/domain-browser-1.2.0.tgz#3d31f50191a6749dd1375a7f522e823d42e54eda"
-  integrity sha512-jnjyiM6eRyZl2H+W8Q/zLMA481hzi0eszAaBUzIVnmYVDBbnLxVNnfu1HgEBvCbL+71FrxMl3E6lpKH7Ge3OXA==
+electron-to-chromium@^1.5.263:
+  version "1.5.328"
+  resolved "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.328.tgz"
+  integrity sha512-QNQ5l45DzYytThO21403XN3FvK0hOkWDG8viNf6jqS42msJ8I4tGDSpBCgvDRRPnkffafiwAym2X2eHeGD2V0w==
 
-duplexify@^3.4.2, duplexify@^3.6.0:
-  version "3.7.1"
-  resolved "https://registry.yarnpkg.com/duplexify/-/duplexify-3.7.1.tgz#2a4df5317f6ccfd91f86d6fd25d8d8a103b88309"
-  integrity sha512-07z8uv2wMyS51kKhD1KsdXJg5WQ6t93RneqRxUHnskXVtlYYkLqM0gqStQZ3pj073g687jPCHrqNfCzawLYh5g==
-  dependencies:
-    end-of-stream "^1.0.0"
-    inherits "^2.0.1"
-    readable-stream "^2.0.0"
-    stream-shift "^1.0.0"
+emoji-regex@^8.0.0:
+  version "8.0.0"
+  resolved "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz"
+  integrity sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==
+
+emojis-list@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmjs.org/emojis-list/-/emojis-list-3.0.0.tgz"
+  integrity sha512-/kyM18EfinwXZbno9FyUGeFh87KC8HRQBQGildHZbEuRyWFOmv1U10o9BBp8XVZDVNNuQKyIGIu5ZYAAXJ0V2Q==
 
-ecc-jsbn@~0.1.1:
-  version "0.1.2"
-  resolved "https://registry.yarnpkg.com/ecc-jsbn/-/ecc-jsbn-0.1.2.tgz#3a83a904e54353287874c564b7549386849a98c9"
-  integrity sha1-OoOpBOVDUyh4dMVkt1SThoSamMk=
+encodeurl@~2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmjs.org/encodeurl/-/encodeurl-2.0.0.tgz"
+  integrity sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==
+
+enhanced-resolve@^5.0.0, enhanced-resolve@^5.20.0:
+  version "5.20.1"
+  resolved "https://registry.npmjs.org/enhanced-resolve/-/enhanced-resolve-5.20.1.tgz"
+  integrity sha512-Qohcme7V1inbAfvjItgw0EaxVX5q2rdVEZHRBrEQdRZTssLDGsL8Lwrznl8oQ/6kuTJONLaDcGjkNP247XEhcA==
   dependencies:
-    jsbn "~0.1.0"
-    safer-buffer "^2.1.0"
+    graceful-fs "^4.2.4"
+    tapable "^2.3.0"
 
-ee-first@1.1.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/ee-first/-/ee-first-1.1.1.tgz#590c61156b0ae2f4f0255732a158b266bc56b21d"
-  integrity sha1-WQxhFWsK4vTwJVcyoViyZrxWsh0=
-
-elliptic@^6.0.0:
-  version "6.5.4"
-  resolved "https://registry.yarnpkg.com/elliptic/-/elliptic-6.5.4.tgz#da37cebd31e79a1367e941b592ed1fbebd58abbb"
-  integrity sha512-iLhC6ULemrljPZb+QutR5TQGB+pdW6KGD5RSegS+8sorOZT+rdQFbsQFJgvN3eRqNALqJer4oQ16YvJHlU8hzQ==
-  dependencies:
-    bn.js "^4.11.9"
-    brorand "^1.1.0"
-    hash.js "^1.0.0"
-    hmac-drbg "^1.0.1"
-    inherits "^2.0.4"
-    minimalistic-assert "^1.0.1"
-    minimalistic-crypto-utils "^1.0.1"
-
-emoji-regex@^7.0.1:
-  version "7.0.3"
-  resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-7.0.3.tgz#933a04052860c85e83c122479c4748a8e4c72156"
-  integrity sha512-CwBLREIQ7LvYFB0WyRvwhq5N5qPhc6PMjD6bYggFlI5YyDgl+0vxq5VHbMOFqLg7hfWzmu8T5Z1QofhmTIhItA==
-
-emojis-list@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/emojis-list/-/emojis-list-2.1.0.tgz#4daa4d9db00f9819880c79fa457ae5b09a1fd389"
-  integrity sha1-TapNnbAPmBmIDHn6RXrlsJof04k=
+envinfo@^7.7.3:
+  version "7.21.0"
+  resolved "https://registry.npmjs.org/envinfo/-/envinfo-7.21.0.tgz"
+  integrity sha512-Lw7I8Zp5YKHFCXL7+Dz95g4CcbMEpgvqZNNq3AmlT5XAV6CgAAk6gyAMqn2zjw08K9BHfcNuKrMiCPLByGafow==
 
-encodeurl@~1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/encodeurl/-/encodeurl-1.0.2.tgz#ad3ff4c86ec2d029322f5a02c3a9a606c95b3f59"
-  integrity sha1-rT/0yG7C0CkyL1oCw6mmBslbP1k=
+es-define-property@^1.0.0, es-define-property@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.npmjs.org/es-define-property/-/es-define-property-1.0.1.tgz"
+  integrity sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==
 
-end-of-stream@^1.0.0, end-of-stream@^1.1.0:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/end-of-stream/-/end-of-stream-1.4.1.tgz#ed29634d19baba463b6ce6b80a37213eab71ec43"
-  integrity sha512-1MkrZNvWTKCaigbn+W15elq2BB/L22nqrSY5DKlo3X6+vclJm8Bb5djXJBmEX6fS3+zCh/F4VBK5Z2KxJt4s2Q==
-  dependencies:
-    once "^1.4.0"
+es-errors@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.npmjs.org/es-errors/-/es-errors-1.3.0.tgz"
+  integrity sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==
 
-enhanced-resolve@^4.0.0, enhanced-resolve@^4.1.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/enhanced-resolve/-/enhanced-resolve-4.1.0.tgz#41c7e0bfdfe74ac1ffe1e57ad6a5c6c9f3742a7f"
-  integrity sha512-F/7vkyTtyc/llOIn8oWclcB25KdRaiPBpZYDgJHgh/UHtpgT2p2eldQgtQnLtUvfMKPKxbRaQM/hHkvLHt1Vng==
-  dependencies:
-    graceful-fs "^4.1.2"
-    memory-fs "^0.4.0"
-    tapable "^1.0.0"
+es-module-lexer@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmjs.org/es-module-lexer/-/es-module-lexer-2.0.0.tgz"
+  integrity sha512-5POEcUuZybH7IdmGsD8wlf0AI55wMecM9rVBTI/qEAy2c1kTOm3DjFYjrBdI2K3BaJjJYfYFeRtM0t9ssnRuxw==
 
-errno@^0.1.3, errno@~0.1.7:
-  version "0.1.7"
-  resolved "https://registry.yarnpkg.com/errno/-/errno-0.1.7.tgz#4684d71779ad39af177e3f007996f7c67c852618"
-  integrity sha512-MfrRBDWzIWifgq6tJj60gkAwtLNb6sQPlcFrSOflcP1aFmmruKQ2wRnze/8V6kgyz7H3FF8Npzv78mZ7XLLflg==
+es-object-atoms@^1.0.0, es-object-atoms@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.npmjs.org/es-object-atoms/-/es-object-atoms-1.1.1.tgz"
+  integrity sha512-FGgH2h8zKNim9ljj7dankFPcICIK9Cp5bm+c2gQSYePhpaG5+esrLODihIorn+Pe6FGJzWhXQotPv73jTaldXA==
   dependencies:
-    prr "~1.0.1"
+    es-errors "^1.3.0"
 
-error-ex@^1.2.0:
-  version "1.3.2"
-  resolved "https://registry.yarnpkg.com/error-ex/-/error-ex-1.3.2.tgz#b4ac40648107fdcdcfae242f428bea8a14d4f1bf"
-  integrity sha512-7dFHNmqeFSEt2ZBsCriorKnn3Z2pj+fd9kmI6QoWw4//DL+icEBfc0U7qJCisqrTsKTjw4fNFy2pW9OqStD84g==
+es-set-tostringtag@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.npmjs.org/es-set-tostringtag/-/es-set-tostringtag-2.1.0.tgz"
+  integrity sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA==
   dependencies:
-    is-arrayish "^0.2.1"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.6"
+    has-tostringtag "^1.0.2"
+    hasown "^2.0.2"
+
+escalade@^3.2.0:
+  version "3.2.0"
+  resolved "https://registry.npmjs.org/escalade/-/escalade-3.2.0.tgz"
+  integrity sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA==
 
 escape-html@~1.0.3:
   version "1.0.3"
-  resolved "https://registry.yarnpkg.com/escape-html/-/escape-html-1.0.3.tgz#0258eae4d3d0c0974de1c169188ef0051d1d1988"
-  integrity sha1-Aljq5NPQwJdN4cFpGI7wBR0dGYg=
+  resolved "https://registry.npmjs.org/escape-html/-/escape-html-1.0.3.tgz"
+  integrity sha1-Aljq5NPQwJdN4cFpGI7wBR0dGYg= sha512-NiSupZ4OeuGwr68lGIeym/ksIZMJodUGOSCZ/FSnTxcrekbvqrgdUxlJOMpijaKZVjAJrWrGs/6Jy8OMuyj9ow==
 
-escape-string-regexp@^1.0.2, escape-string-regexp@^1.0.5:
+escape-string-regexp@^1.0.5:
   version "1.0.5"
-  resolved "https://registry.yarnpkg.com/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz#1b61c0562190a8dff6ae3bb2cf0200ca130b86d4"
-  integrity sha1-G2HAViGQqN/2rjuyzwIAyhMLhtQ=
+  resolved "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz"
+  integrity sha1-G2HAViGQqN/2rjuyzwIAyhMLhtQ= sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==
 
-eslint-scope@^4.0.0:
-  version "4.0.3"
-  resolved "https://registry.yarnpkg.com/eslint-scope/-/eslint-scope-4.0.3.tgz#ca03833310f6889a3264781aa82e63eb9cfe7848"
-  integrity sha512-p7VutNr1O/QrxysMo3E45FjYDTeXBy0iTltPFNSqKAIfjDSXC+4dj+qfyuD8bfAXrW/y6lW3O76VaYNPKfpKrg==
+eslint-scope@5.1.1:
+  version "5.1.1"
+  resolved "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz"
+  integrity sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==
   dependencies:
-    esrecurse "^4.1.0"
+    esrecurse "^4.3.0"
     estraverse "^4.1.1"
 
 esprima@^4.0.0:
   version "4.0.1"
-  resolved "https://registry.yarnpkg.com/esprima/-/esprima-4.0.1.tgz#13b04cdb3e6c5d19df91ab6987a8695619b0aa71"
+  resolved "https://registry.npmjs.org/esprima/-/esprima-4.0.1.tgz"
   integrity sha512-eGuFFw7Upda+g4p+QHvnW0RyTX/SVeJBDM/gCtMARO0cLuT2HcEKnTPvhjV6aGeqrCB/sbNop0Kszm0jsaWU4A==
 
-esrecurse@^4.1.0:
-  version "4.2.1"
-  resolved "https://registry.yarnpkg.com/esrecurse/-/esrecurse-4.2.1.tgz#007a3b9fdbc2b3bb87e4879ea19c92fdbd3942cf"
-  integrity sha512-64RBB++fIOAXPw3P9cy89qfMlvZEXZkqqJkjqqXIvzP5ezRZjW+lPWjw35UX/3EhUPFYbg5ER4JYgDw4007/DQ==
+esrecurse@^4.3.0:
+  version "4.3.0"
+  resolved "https://registry.npmjs.org/esrecurse/-/esrecurse-4.3.0.tgz"
+  integrity sha512-KmfKL3b6G+RXvP8N1vr3Tq1kL/oCFgn2NYXEtqP8/L3pKapUA4G8cFVaoF3SU323CD4XypR/ffioHmkti6/Tag==
   dependencies:
-    estraverse "^4.1.0"
+    estraverse "^5.2.0"
 
-estraverse@^4.1.0, estraverse@^4.1.1:
-  version "4.2.0"
-  resolved "https://registry.yarnpkg.com/estraverse/-/estraverse-4.2.0.tgz#0dee3fed31fcd469618ce7342099fc1afa0bdb13"
-  integrity sha1-De4/7TH81GlhjOc0IJn8GvoL2xM=
+estraverse@^4.1.1:
+  version "4.3.0"
+  resolved "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz"
+  integrity sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==
+
+estraverse@^5.2.0:
+  version "5.3.0"
+  resolved "https://registry.npmjs.org/estraverse/-/estraverse-5.3.0.tgz"
+  integrity sha512-MMdARuVEQziNTeJD8DgMqmhwR11BRQ/cBP+pLtYdSTnf3MIO8fFeiINEbX36ZdNlfU/7A9f3gUw49B3oQsvwBA==
 
 esutils@^2.0.2:
   version "2.0.2"
-  resolved "https://registry.yarnpkg.com/esutils/-/esutils-2.0.2.tgz#0abf4f1caa5bcb1f7a9d8acc6dea4faaa04bac9b"
-  integrity sha1-Cr9PHKpbyx96nYrMbepPqqBLrJs=
+  resolved "https://registry.npmjs.org/esutils/-/esutils-2.0.2.tgz"
+  integrity sha1-Cr9PHKpbyx96nYrMbepPqqBLrJs= sha512-UUPPULqkyAV+M3Shodis7l8D+IyX6V8SbaBnTb449jf3fMTd8+UOZI1Q70NbZVOQkcR91yYgdHsJiMMMVmYshg==
 
 etag@~1.8.1:
   version "1.8.1"
-  resolved "https://registry.yarnpkg.com/etag/-/etag-1.8.1.tgz#41ae2eeb65efa62268aebfea83ac7d79299b0887"
-  integrity sha1-Qa4u62XvpiJorr/qg6x9eSmbCIc=
+  resolved "https://registry.npmjs.org/etag/-/etag-1.8.1.tgz"
+  integrity sha512-aIL5Fx7mawVa300al2BnEE4iNvo1qETxLrPI/o05L7z6go7fCw1J6EQmbK4FmJ2AS7kgVF/KEZWufBfdClMcPg==
 
 eventemitter3@^4.0.0:
   version "4.0.7"
-  resolved "https://registry.yarnpkg.com/eventemitter3/-/eventemitter3-4.0.7.tgz#2de9b68f6528d5644ef5c59526a1b4a07306169f"
+  resolved "https://registry.npmjs.org/eventemitter3/-/eventemitter3-4.0.7.tgz"
   integrity sha512-8guHBZCwKnFhYdHr2ysuRWErTwhoN2X8XELRlrRwpmfeY2jjuUN4taQMsULKUVo1K4DvZl+0pgfyoysHxvmvEw==
 
-events@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/events/-/events-3.0.0.tgz#9a0a0dfaf62893d92b875b8f2698ca4114973e88"
-  integrity sha512-Dc381HFWJzEOhQ+d8pkNon++bk9h6cdAoAj4iE6Q4y6xgTzySWXlKn05/TVNpjnfRqi/X0EpJEJohPjNI3zpVA==
-
-eventsource@^1.0.7:
-  version "1.0.7"
-  resolved "https://registry.yarnpkg.com/eventsource/-/eventsource-1.0.7.tgz#8fbc72c93fcd34088090bc0a4e64f4b5cee6d8d0"
-  integrity sha512-4Ln17+vVT0k8aWq+t/bF5arcS3EpT9gYtW66EPacdj/mAFevznsnyoHLPy2BA8gbIQeIHoPsvwmfBftfcG//BQ==
-  dependencies:
-    original "^1.0.0"
-
-evp_bytestokey@^1.0.0, evp_bytestokey@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/evp_bytestokey/-/evp_bytestokey-1.0.3.tgz#7fcbdb198dc71959432efe13842684e0525acb02"
-  integrity sha512-/f2Go4TognH/KvCISP7OUsHn85hT9nUkxxA9BEWxFn+Oj9o8ZNLm/40hdlgSLyuOimsrTKLUMEorQexp/aPQeA==
-  dependencies:
-    md5.js "^1.3.4"
-    safe-buffer "^5.1.1"
-
-execa@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/execa/-/execa-1.0.0.tgz#c6236a5bb4df6d6f15e88e7f017798216749ddd8"
-  integrity sha512-adbxcyWV46qiHyvSp50TKt05tB4tK3HcmF7/nxfAdhnox83seTDbwnaqKO4sXRy7roHAIFqJP/Rw/AuEbX61LA==
-  dependencies:
-    cross-spawn "^6.0.0"
-    get-stream "^4.0.0"
-    is-stream "^1.1.0"
-    npm-run-path "^2.0.0"
-    p-finally "^1.0.0"
-    signal-exit "^3.0.0"
-    strip-eof "^1.0.0"
-
-expand-brackets@^2.1.4:
-  version "2.1.4"
-  resolved "https://registry.yarnpkg.com/expand-brackets/-/expand-brackets-2.1.4.tgz#b77735e315ce30f6b6eff0f83b04151a22449622"
-  integrity sha1-t3c14xXOMPa27/D4OwQVGiJEliI=
-  dependencies:
-    debug "^2.3.3"
-    define-property "^0.2.5"
-    extend-shallow "^2.0.1"
-    posix-character-classes "^0.1.0"
-    regex-not "^1.0.0"
-    snapdragon "^0.8.1"
-    to-regex "^3.0.1"
-
-expand-tilde@^2.0.0, expand-tilde@^2.0.2:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/expand-tilde/-/expand-tilde-2.0.2.tgz#97e801aa052df02454de46b02bf621642cdc8502"
-  integrity sha1-l+gBqgUt8CRU3kawK/YhZCzchQI=
-  dependencies:
-    homedir-polyfill "^1.0.1"
+events@^3.0.0, events@^3.2.0, events@^3.3.0:
+  version "3.3.0"
+  resolved "https://registry.npmjs.org/events/-/events-3.3.0.tgz"
+  integrity sha512-mQw+2fkQbALzQ7V0MY0IqdnXNOeTtP4r0lN9z7AAawCXgqea7bDii20AYrIBrFd/Hx0M2Ocz6S111CaFkUcb0Q==
 
-express@^4.16.2:
-  version "4.16.4"
-  resolved "https://registry.yarnpkg.com/express/-/express-4.16.4.tgz#fddef61926109e24c515ea97fd2f1bdbf62df12e"
-  integrity sha512-j12Uuyb4FMrd/qQAm6uCHAkPtO8FDTRJZBDd5D2KOL2eLaz1yUNdUB/NOIyq0iU4q4cFarsUCrnFDPBcnksuOg==
-  dependencies:
-    accepts "~1.3.5"
+execa@^5.0.0:
+  version "5.1.1"
+  resolved "https://registry.npmjs.org/execa/-/execa-5.1.1.tgz"
+  integrity sha512-8uSpZZocAZRBAPIEINJj3Lo9HyGitllczc27Eh5YYojjMFMn8yHMDMaUHE2Jqfq05D/wucwI4JGURyXt1vchyg==
+  dependencies:
+    cross-spawn "^7.0.3"
+    get-stream "^6.0.0"
+    human-signals "^2.1.0"
+    is-stream "^2.0.0"
+    merge-stream "^2.0.0"
+    npm-run-path "^4.0.1"
+    onetime "^5.1.2"
+    signal-exit "^3.0.3"
+    strip-final-newline "^2.0.0"
+
+express@^4.17.3:
+  version "4.22.1"
+  resolved "https://registry.npmjs.org/express/-/express-4.22.1.tgz"
+  integrity sha512-F2X8g9P1X7uCPZMA3MVf9wcTqlyNp7IhH5qPCI0izhaOIYXaW9L535tGA3qmjRzpH+bZczqq7hVKxTR4NWnu+g==
+  dependencies:
+    accepts "~1.3.8"
     array-flatten "1.1.1"
-    body-parser "1.18.3"
-    content-disposition "0.5.2"
+    body-parser "~1.20.3"
+    content-disposition "~0.5.4"
     content-type "~1.0.4"
-    cookie "0.3.1"
-    cookie-signature "1.0.6"
+    cookie "~0.7.1"
+    cookie-signature "~1.0.6"
     debug "2.6.9"
-    depd "~1.1.2"
-    encodeurl "~1.0.2"
+    depd "2.0.0"
+    encodeurl "~2.0.0"
     escape-html "~1.0.3"
     etag "~1.8.1"
-    finalhandler "1.1.1"
-    fresh "0.5.2"
-    merge-descriptors "1.0.1"
+    finalhandler "~1.3.1"
+    fresh "~0.5.2"
+    http-errors "~2.0.0"
+    merge-descriptors "1.0.3"
     methods "~1.1.2"
-    on-finished "~2.3.0"
-    parseurl "~1.3.2"
-    path-to-regexp "0.1.7"
-    proxy-addr "~2.0.4"
-    qs "6.5.2"
-    range-parser "~1.2.0"
-    safe-buffer "5.1.2"
-    send "0.16.2"
-    serve-static "1.13.2"
-    setprototypeof "1.1.0"
-    statuses "~1.4.0"
-    type-is "~1.6.16"
+    on-finished "~2.4.1"
+    parseurl "~1.3.3"
+    path-to-regexp "~0.1.12"
+    proxy-addr "~2.0.7"
+    qs "~6.14.0"
+    range-parser "~1.2.1"
+    safe-buffer "5.2.1"
+    send "~0.19.0"
+    serve-static "~1.16.2"
+    setprototypeof "1.2.0"
+    statuses "~2.0.1"
+    type-is "~1.6.18"
     utils-merge "1.0.1"
     vary "~1.1.2"
 
-extend-shallow@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/extend-shallow/-/extend-shallow-2.0.1.tgz#51af7d614ad9a9f610ea1bafbb989d6b1c56890f"
-  integrity sha1-Ua99YUrZqfYQ6huvu5idaxxWiQ8=
-  dependencies:
-    is-extendable "^0.1.0"
-
-extend-shallow@^3.0.0, extend-shallow@^3.0.2:
-  version "3.0.2"
-  resolved "https://registry.yarnpkg.com/extend-shallow/-/extend-shallow-3.0.2.tgz#26a71aaf073b39fb2127172746131c2704028db8"
-  integrity sha1-Jqcarwc7OfshJxcnRhMcJwQCjbg=
-  dependencies:
-    assign-symbols "^1.0.0"
-    is-extendable "^1.0.1"
-
-extend@~3.0.2:
-  version "3.0.2"
-  resolved "https://registry.yarnpkg.com/extend/-/extend-3.0.2.tgz#f8b1136b4071fbd8eb140aff858b1019ec2915fa"
-  integrity sha512-fjquC59cD7CyW6urNXK0FBufkZcoiGG80wTuPujX590cB5Ttln20E2UB4S/WARVqhXffZl2LNgS+gQdPIIim/g==
-
-extglob@^2.0.4:
-  version "2.0.4"
-  resolved "https://registry.yarnpkg.com/extglob/-/extglob-2.0.4.tgz#ad00fe4dc612a9232e8718711dc5cb5ab0285543"
-  integrity sha512-Nmb6QXkELsuBr24CJSkilo6UHHgbekK5UiZgfE6UHD3Eb27YC6oD+bhcT+tJ6cl8dmsgdQxnWlcry8ksBIBLpw==
-  dependencies:
-    array-unique "^0.3.2"
-    define-property "^1.0.0"
-    expand-brackets "^2.1.4"
-    extend-shallow "^2.0.1"
-    fragment-cache "^0.2.1"
-    regex-not "^1.0.0"
-    snapdragon "^0.8.1"
-    to-regex "^3.0.1"
-
-extsprintf@1.3.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/extsprintf/-/extsprintf-1.3.0.tgz#96918440e3041a7a414f8c52e3c574eb3c3e1e05"
-  integrity sha1-lpGEQOMEGnpBT4xS48V06zw+HgU=
-
-extsprintf@^1.2.0:
-  version "1.4.0"
-  resolved "https://registry.yarnpkg.com/extsprintf/-/extsprintf-1.4.0.tgz#e2689f8f356fad62cca65a3a91c5df5f9551692f"
-  integrity sha1-4mifjzVvrWLMplo6kcXfX5VRaS8=
-
-fast-deep-equal@^3.1.1:
+fast-deep-equal@^3.1.1, fast-deep-equal@^3.1.3:
   version "3.1.3"
-  resolved "https://registry.yarnpkg.com/fast-deep-equal/-/fast-deep-equal-3.1.3.tgz#3a7d56b559d6cbc3eb512325244e619a65c6c525"
+  resolved "https://registry.npmjs.org/fast-deep-equal/-/fast-deep-equal-3.1.3.tgz"
   integrity sha512-f3qQ9oQy9j2AhBe/H9VC91wLmKBCCU/gDOnKNAYG5hswO7BLKj09Hc5HYNz9cGI++xlpDCIgDaitVs03ATR84Q==
 
 fast-json-stable-stringify@^2.0.0:
   version "2.1.0"
-  resolved "https://registry.yarnpkg.com/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz#874bf69c6f404c2b5d99c481341399fd55892633"
+  resolved "https://registry.npmjs.org/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz"
   integrity sha512-lhd/wF+Lk98HZoTCtlVraHtfh5XYijIjalXck7saUtuanSDyLMxnHhSXEDJqHxD7msR8D0uCmqlkwjCV8xvwHw==
 
-faye-websocket@^0.10.0:
-  version "0.10.0"
-  resolved "https://registry.yarnpkg.com/faye-websocket/-/faye-websocket-0.10.0.tgz#4e492f8d04dfb6f89003507f6edbf2d501e7c6f4"
-  integrity sha1-TkkvjQTftviQA1B/btvy1QHnxvQ=
+fast-uri@^3.0.1:
+  version "3.1.0"
+  resolved "https://registry.npmjs.org/fast-uri/-/fast-uri-3.1.0.tgz"
+  integrity sha512-iPeeDKJSWf4IEOasVVrknXpaBV0IApz/gp7S2bb7Z4Lljbl2MGJRqInZiUrQwV16cpzw/D3S5j5Julj/gT52AA==
+
+fast-xml-builder@^1.1.4:
+  version "1.1.4"
+  resolved "https://registry.npmjs.org/fast-xml-builder/-/fast-xml-builder-1.1.4.tgz"
+  integrity sha512-f2jhpN4Eccy0/Uz9csxh3Nu6q4ErKxf0XIsasomfOihuSUa3/xw6w8dnOtCDgEItQFJG8KyXPzQXzcODDrrbOg==
   dependencies:
-    websocket-driver ">=0.5.1"
+    path-expression-matcher "^1.1.3"
 
-faye-websocket@~0.11.1:
-  version "0.11.1"
-  resolved "https://registry.yarnpkg.com/faye-websocket/-/faye-websocket-0.11.1.tgz#f0efe18c4f56e4f40afc7e06c719fd5ee6188f38"
-  integrity sha1-8O/hjE9W5PQK/H4Gxxn9XuYYjzg=
+fast-xml-parser@^5.0.7:
+  version "5.5.9"
+  resolved "https://registry.npmjs.org/fast-xml-parser/-/fast-xml-parser-5.5.9.tgz"
+  integrity sha512-jldvxr1MC6rtiZKgrFnDSvT8xuH+eJqxqOBThUVjYrxssYTo1avZLGql5l0a0BAERR01CadYzZ83kVEkbyDg+g==
   dependencies:
-    websocket-driver ">=0.5.1"
+    fast-xml-builder "^1.1.4"
+    path-expression-matcher "^1.2.0"
+    strnum "^2.2.2"
 
-figgy-pudding@^3.5.1:
-  version "3.5.2"
-  resolved "https://registry.yarnpkg.com/figgy-pudding/-/figgy-pudding-3.5.2.tgz#b4eee8148abb01dcf1d1ac34367d59e12fa61d6e"
-  integrity sha512-0btnI/H8f2pavGMN8w40mlSKOfTK2SVJmBfBeVIj3kNw0swwgzyRq0d5TJVOwodFmtvpPeWPN/MCcfuWF0Ezbw==
+fastest-levenshtein@^1.0.12:
+  version "1.0.16"
+  resolved "https://registry.npmjs.org/fastest-levenshtein/-/fastest-levenshtein-1.0.16.tgz"
+  integrity sha512-eRnCtTTtGZFpQCwhJiUOuxPQWRXVKYDn0b2PeHfXL6/Zi53SLAzAHfVhVWK2AryC/WH05kGfxhFIPvTF0SXQzg==
 
-file-loader@^3.0.1:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/file-loader/-/file-loader-3.0.1.tgz#f8e0ba0b599918b51adfe45d66d1e771ad560faa"
-  integrity sha512-4sNIOXgtH/9WZq4NvlfU3Opn5ynUsqBwSLyM+I7UOwdGigTBYfVVQEwe/msZNX/j4pCJTIM14Fsw66Svo1oVrw==
+faye-websocket@^0.11.3:
+  version "0.11.4"
+  resolved "https://registry.npmjs.org/faye-websocket/-/faye-websocket-0.11.4.tgz"
+  integrity sha512-CzbClwlXAuiRQAlUyfqPgvPoNKTckTPGfwZV4ZdAhVcP2lh9KUxJg2b5GkE7XbjKQ3YJnQ9z6D9ntLAlB+tP8g==
   dependencies:
-    loader-utils "^1.0.2"
-    schema-utils "^1.0.0"
+    websocket-driver ">=0.5.1"
 
-fill-range@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/fill-range/-/fill-range-4.0.0.tgz#d544811d428f98eb06a63dc402d2403c328c38f7"
-  integrity sha1-1USBHUKPmOsGpj3EAtJAPDKMOPc=
+file-loader@^6.0.0:
+  version "6.2.0"
+  resolved "https://registry.npmjs.org/file-loader/-/file-loader-6.2.0.tgz"
+  integrity sha512-qo3glqyTa61Ytg4u73GultjHGjdRyig3tG6lPtyX/jOEJvHif9uB0/OCI2Kif6ctF3caQTW2G5gym21oAsI4pw==
   dependencies:
-    extend-shallow "^2.0.1"
-    is-number "^3.0.0"
-    repeat-string "^1.6.1"
-    to-regex-range "^2.1.0"
+    loader-utils "^2.0.0"
+    schema-utils "^3.0.0"
 
 fill-range@^7.0.1:
   version "7.0.1"
-  resolved "https://registry.yarnpkg.com/fill-range/-/fill-range-7.0.1.tgz#1919a6a7c75fe38b2c7c77e5198535da9acdda40"
+  resolved "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz"
   integrity sha512-qOo9F+dMUmC2Lcb4BbVvnKJxTPjCm+RRpe4gDuGrzkL7mEVl/djYSu2OdQ2Pa302N4oqkSg9ir6jaLWJ2USVpQ==
   dependencies:
     to-regex-range "^5.0.1"
 
-finalhandler@1.1.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/finalhandler/-/finalhandler-1.1.1.tgz#eebf4ed840079c83f4249038c9d703008301b105"
-  integrity sha512-Y1GUDo39ez4aHAw7MysnUD5JzYX+WaIj8I57kO3aEPT1fFRL4sr7mjei97FgnwhAyyzRYmQZaTHb2+9uZ1dPtg==
+finalhandler@~1.3.1:
+  version "1.3.2"
+  resolved "https://registry.npmjs.org/finalhandler/-/finalhandler-1.3.2.tgz"
+  integrity sha512-aA4RyPcd3badbdABGDuTXCMTtOneUCAYH/gxoYRTZlIJdF0YPWuGqiAsIrhNnnqdXGswYk6dGujem4w80UJFhg==
   dependencies:
     debug "2.6.9"
-    encodeurl "~1.0.2"
+    encodeurl "~2.0.0"
     escape-html "~1.0.3"
-    on-finished "~2.3.0"
-    parseurl "~1.3.2"
-    statuses "~1.4.0"
+    on-finished "~2.4.1"
+    parseurl "~1.3.3"
+    statuses "~2.0.2"
     unpipe "~1.0.0"
 
-find-cache-dir@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/find-cache-dir/-/find-cache-dir-2.1.0.tgz#8d0f94cd13fe43c6c7c261a0d86115ca918c05f7"
-  integrity sha512-Tq6PixE0w/VMFfCgbONnkiQIVol/JJL7nRMi20fqzA4NRs9AfeqMGeRdPi3wIhYkxjeBaWh2rxwapn5Tu3IqOQ==
-  dependencies:
-    commondir "^1.0.1"
-    make-dir "^2.0.0"
-    pkg-dir "^3.0.0"
-
-find-up@^1.0.0:
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/find-up/-/find-up-1.1.2.tgz#6b2e9822b1a2ce0a60ab64d610eccad53cb24d0f"
-  integrity sha1-ay6YIrGizgpgq2TWEOzK1TyyTQ8=
-  dependencies:
-    path-exists "^2.0.0"
-    pinkie-promise "^2.0.0"
-
-find-up@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/find-up/-/find-up-3.0.0.tgz#49169f1d7993430646da61ecc5ae355c21c97b73"
-  integrity sha512-1yD6RmLI1XBfxugvORwlck6f75tYL+iR0jqwsOrOxMZyGYqUuDhJ0l4AXdO1iX/FTs9cBAMEk1gWSEx1kSbylg==
-  dependencies:
-    locate-path "^3.0.0"
-
-findup-sync@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/findup-sync/-/findup-sync-2.0.0.tgz#9326b1488c22d1a6088650a86901b2d9a90a2cbc"
-  integrity sha1-kyaxSIwi0aYIhlCoaQGy2akKLLw=
-  dependencies:
-    detect-file "^1.0.0"
-    is-glob "^3.1.0"
-    micromatch "^3.0.4"
-    resolve-dir "^1.0.1"
-
-flush-write-stream@^1.0.0:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/flush-write-stream/-/flush-write-stream-1.1.1.tgz#8dd7d873a1babc207d94ead0c2e0e44276ebf2e8"
-  integrity sha512-3Z4XhFZ3992uIq0XOqb9AreonueSYphE6oYbpt5+3u06JWklbsPkNv3ZKkP9Bz/r+1MWCaMoSQ28P85+1Yc77w==
+find-up@^4.0.0:
+  version "4.1.0"
+  resolved "https://registry.npmjs.org/find-up/-/find-up-4.1.0.tgz"
+  integrity sha512-PpOwAdQ/YlXQ2vj8a3h8IipDuYRi3wceVQQGYWxNINccq40Anw7BlsEXCMbt1Zt+OLA6Fq9suIpIWD0OsnISlw==
   dependencies:
-    inherits "^2.0.3"
-    readable-stream "^2.3.6"
+    locate-path "^5.0.0"
+    path-exists "^4.0.0"
 
-follow-redirects@^1.0.0, follow-redirects@^1.14.0:
-  version "1.14.9"
-  resolved "https://registry.yarnpkg.com/follow-redirects/-/follow-redirects-1.14.9.tgz#dd4ea157de7bfaf9ea9b3fbd85aa16951f78d8d7"
-  integrity sha512-MQDfihBQYMcyy5dhRDJUHcw7lb2Pv/TuE6xP1vyraLukNDHKbDxDNaOE3NbCAdKQApno+GPRyo1YAp89yCjK4w==
+flat@^5.0.2:
+  version "5.0.2"
+  resolved "https://registry.npmjs.org/flat/-/flat-5.0.2.tgz"
+  integrity sha512-b6suED+5/3rTpUBdG1gupIl8MPFCAMA0QXwmljLhvCUKcUvdE4gWky9zpuGCcXHOsz4J9wPGNWq6OKpmIzz3hQ==
 
-for-in@^0.1.3:
-  version "0.1.8"
-  resolved "https://registry.yarnpkg.com/for-in/-/for-in-0.1.8.tgz#d8773908e31256109952b1fdb9b3fa867d2775e1"
-  integrity sha1-2Hc5COMSVhCZUrH9ubP6hn0ndeE=
+follow-redirects@^1.0.0, follow-redirects@^1.15.11:
+  version "1.15.11"
+  resolved "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.11.tgz"
+  integrity sha512-deG2P0JfjrTxl50XGCDyfI97ZGVCxIpfKYmfyrQ54n5FO/0gfIES8C/Psl6kWVDolizcaaxZJnTS0QSMxvnsBQ==
 
-for-in@^1.0.1, for-in@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/for-in/-/for-in-1.0.2.tgz#81068d295a8142ec0ac726c6e2200c30fb6d5e80"
-  integrity sha1-gQaNKVqBQuwKxybG4iAMMPttXoA=
-
-for-own@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/for-own/-/for-own-1.0.0.tgz#c63332f415cedc4b04dbfe70cf836494c53cb44b"
-  integrity sha1-xjMy9BXO3EsE2/5wz4NklMU8tEs=
+for-each@^0.3.5:
+  version "0.3.5"
+  resolved "https://registry.npmjs.org/for-each/-/for-each-0.3.5.tgz"
+  integrity sha512-dKx12eRCVIzqCxFGplyFKJMPvLEWgmNtUrpTiJIR5u97zEhRG8ySrtboPHZXx7daLxQVrl643cTzbab2tkQjxg==
   dependencies:
-    for-in "^1.0.1"
-
-forever-agent@~0.6.1:
-  version "0.6.1"
-  resolved "https://registry.yarnpkg.com/forever-agent/-/forever-agent-0.6.1.tgz#fbc71f0c41adeb37f96c577ad1ed42d8fdacca91"
-  integrity sha1-+8cfDEGt6zf5bFd60e1C2P2sypE=
+    is-callable "^1.2.7"
 
-form-data@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/form-data/-/form-data-3.0.0.tgz#31b7e39c85f1355b7139ee0c647cf0de7f83c682"
-  integrity sha512-CKMFDglpbMi6PyN+brwB9Q/GOw0eAnsrEZDgcsH5Krhz5Od/haKHAX0NmQfha2zPPz0JpWzA7GJHGSnvCRLWsg==
+form-data@^4.0.5:
+  version "4.0.5"
+  resolved "https://registry.npmjs.org/form-data/-/form-data-4.0.5.tgz"
+  integrity sha512-8RipRLol37bNs2bhoV67fiTEvdTrbMUYcFTiy3+wuuOnUog2QBHCZWXDRijWQfAkhBj2Uf5UnVaiWwA5vdd82w==
   dependencies:
     asynckit "^0.4.0"
     combined-stream "^1.0.8"
+    es-set-tostringtag "^2.1.0"
+    hasown "^2.0.2"
     mime-types "^2.1.12"
 
-form-data@~2.3.2:
-  version "2.3.3"
-  resolved "https://registry.yarnpkg.com/form-data/-/form-data-2.3.3.tgz#dcce52c05f644f298c6a7ab936bd724ceffbf3a6"
-  integrity sha512-1lLKB2Mu3aGP1Q/2eCOx0fNbRMe7XdwktwOruhfqqd0rIJWwN4Dh+E3hrPSlDCXnSR7UtZ1N38rVXm+6+MEhJQ==
-  dependencies:
-    asynckit "^0.4.0"
-    combined-stream "^1.0.6"
-    mime-types "^2.1.12"
-
-forwarded@~0.1.2:
-  version "0.1.2"
-  resolved "https://registry.yarnpkg.com/forwarded/-/forwarded-0.1.2.tgz#98c23dab1175657b8c0573e8ceccd91b0ff18c84"
-  integrity sha1-mMI9qxF1ZXuMBXPozszZGw/xjIQ=
-
-fragment-cache@^0.2.1:
-  version "0.2.1"
-  resolved "https://registry.yarnpkg.com/fragment-cache/-/fragment-cache-0.2.1.tgz#4290fad27f13e89be7f33799c6bc5a0abfff0d19"
-  integrity sha1-QpD60n8T6Jvn8zeZxrxaCr//DRk=
-  dependencies:
-    map-cache "^0.2.2"
-
-fresh@0.5.2:
-  version "0.5.2"
-  resolved "https://registry.yarnpkg.com/fresh/-/fresh-0.5.2.tgz#3d8cadd90d976569fa835ab1f8e4b23a105605a7"
-  integrity sha1-PYyt2Q2XZWn6g1qx+OSyOhBWBac=
-
-from2@^2.1.0:
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/from2/-/from2-2.3.0.tgz#8bfb5502bde4a4d36cfdeea007fcca21d7e382af"
-  integrity sha1-i/tVAr3kpNNs/e6gB/zKIdfjgq8=
-  dependencies:
-    inherits "^2.0.1"
-    readable-stream "^2.0.0"
-
-fs-extra@^9.0.1:
-  version "9.1.0"
-  resolved "https://registry.yarnpkg.com/fs-extra/-/fs-extra-9.1.0.tgz#5954460c764a8da2094ba3554bf839e6b9a7c86d"
-  integrity sha512-hcg3ZmepS30/7BSFqRvoo3DOMQu7IjqxO5nCDt+zM9XWjb33Wg7ziNT+Qvqbuc3+gWpzO02JubVyk2G4Zvo1OQ==
-  dependencies:
-    at-least-node "^1.0.0"
-    graceful-fs "^4.2.0"
-    jsonfile "^6.0.1"
-    universalify "^2.0.0"
-
-fs-minipass@^1.2.5:
-  version "1.2.5"
-  resolved "https://registry.yarnpkg.com/fs-minipass/-/fs-minipass-1.2.5.tgz#06c277218454ec288df77ada54a03b8702aacb9d"
-  integrity sha512-JhBl0skXjUPCFH7x6x61gQxrKyXsxB5gcgePLZCwfyCGGsTISMoIeObbrvVeP6Xmyaudw4TT43qV2Gz+iyd2oQ==
-  dependencies:
-    minipass "^2.2.1"
-
-fs-write-stream-atomic@^1.0.8:
-  version "1.0.10"
-  resolved "https://registry.yarnpkg.com/fs-write-stream-atomic/-/fs-write-stream-atomic-1.0.10.tgz#b47df53493ef911df75731e70a9ded0189db40c9"
-  integrity sha1-tH31NJPvkR33VzHnCp3tAYnbQMk=
-  dependencies:
-    graceful-fs "^4.1.2"
-    iferr "^0.1.5"
-    imurmurhash "^0.1.4"
-    readable-stream "1 || 2"
+forwarded@0.2.0:
+  version "0.2.0"
+  resolved "https://registry.npmjs.org/forwarded/-/forwarded-0.2.0.tgz"
+  integrity sha512-buRG0fpBtRHSTCOASe6hD258tEubFoRLb4ZNA6NxMVHNw2gOcwHo9wyablzMzOA5z9xA9L1KNjk/Nt6MT9aYow==
 
-fs.realpath@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/fs.realpath/-/fs.realpath-1.0.0.tgz#1504ad2523158caa40db4a2787cb01411994ea4f"
-  integrity sha1-FQStJSMVjKpA20onh8sBQRmU6k8=
+fresh@~0.5.2:
+  version "0.5.2"
+  resolved "https://registry.npmjs.org/fresh/-/fresh-0.5.2.tgz"
+  integrity sha512-zJ2mQYM18rEFOudeV4GShTGIQ7RbzA7ozbU9I/XBpm7kqgMywgmylMwXHxZJmkVoYkna9d2pVXVXPdYTP9ej8Q==
 
-fsevents@^1.2.7:
-  version "1.2.7"
-  resolved "https://registry.yarnpkg.com/fsevents/-/fsevents-1.2.7.tgz#4851b664a3783e52003b3c66eb0eee1074933aa4"
-  integrity sha512-Pxm6sI2MeBD7RdD12RYsqaP0nMiwx8eZBXCa6z2L+mRHm2DYrOYwihmhjpkdjUHwQhslWQjRpEgNq4XvBmaAuw==
+fs-extra@^11.3.4:
+  version "11.3.4"
+  resolved "https://registry.npmjs.org/fs-extra/-/fs-extra-11.3.4.tgz"
+  integrity sha512-CTXd6rk/M3/ULNQj8FBqBWHYBVYybQ3VPBw0xGKFe3tuH7ytT6ACnvzpIQ3UZtB8yvUKC2cXn1a+x+5EVQLovA==
   dependencies:
-    nan "^2.9.2"
-    node-pre-gyp "^0.10.0"
+    graceful-fs "^4.2.0"
+    jsonfile "^6.0.1"
+    universalify "^2.0.0"
 
-fstream@^1.0.0, fstream@^1.0.12:
-  version "1.0.12"
-  resolved "https://registry.yarnpkg.com/fstream/-/fstream-1.0.12.tgz#4e8ba8ee2d48be4f7d0de505455548eae5932045"
-  integrity sha512-WvJ193OHa0GHPEL+AycEJgxvBEwyfRkN1vhjca23OaPVMCaLCXTd5qAu82AjTcgP1UJmytkOKb63Ypde7raDIg==
-  dependencies:
-    graceful-fs "^4.1.2"
-    inherits "~2.0.0"
-    mkdirp ">=0.5 0"
-    rimraf "2"
-
-gauge@~2.7.3:
-  version "2.7.4"
-  resolved "https://registry.yarnpkg.com/gauge/-/gauge-2.7.4.tgz#2c03405c7538c39d7eb37b317022e325fb018bf7"
-  integrity sha1-LANAXHU4w51+s3sxcCLjJfsBi/c=
-  dependencies:
-    aproba "^1.0.3"
-    console-control-strings "^1.0.0"
-    has-unicode "^2.0.0"
-    object-assign "^4.1.0"
-    signal-exit "^3.0.0"
-    string-width "^1.0.1"
-    strip-ansi "^3.0.1"
-    wide-align "^1.1.0"
-
-gaze@^1.0.0:
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/gaze/-/gaze-1.1.3.tgz#c441733e13b927ac8c0ff0b4c3b033f28812924a"
-  integrity sha512-BRdNm8hbWzFzWHERTrejLqwHDfS4GibPoq5wjTPIoJHoBtKGPg3xAFfxmM+9ztbXelxcf2hwQcaz1PtmFeue8g==
-  dependencies:
-    globule "^1.0.0"
+fs-monkey@^1.0.4:
+  version "1.1.0"
+  resolved "https://registry.npmjs.org/fs-monkey/-/fs-monkey-1.1.0.tgz"
+  integrity sha512-QMUezzXWII9EV5aTFXW1UBVUO77wYPpjqIF8/AviUCThNeSYZykpoTixUeaNNBwmCev0AMDWMAni+f8Hxb1IFw==
 
-get-caller-file@^1.0.1:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/get-caller-file/-/get-caller-file-1.0.3.tgz#f978fa4c90d1dfe7ff2d6beda2a515e713bdcf4a"
-  integrity sha512-3t6rVToeoZfYSGd8YoLFR2DJkiQrIiUrGcjvFX2mDw3bn6k2OtwHN0TNCLbBO+w8qTvimhDkv+LSscbJY1vE6w==
+fs.realpath@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.npmjs.org/fs.realpath/-/fs.realpath-1.0.0.tgz"
+  integrity sha1-FQStJSMVjKpA20onh8sBQRmU6k8= sha512-OO0pH2lK6a0hZnAdau5ItzHPI6pUlvI7jMVnxUQRtw4owF2wk8lOSabtGDCTP4Ggrg2MbGnWO9X8K1t4+fGMDw==
 
-get-caller-file@^2.0.1:
-  version "2.0.5"
-  resolved "https://registry.yarnpkg.com/get-caller-file/-/get-caller-file-2.0.5.tgz#4f94412a82db32f36e3b0b9741f8a97feb031f7e"
-  integrity sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==
+function-bind@^1.1.2:
+  version "1.1.2"
+  resolved "https://registry.npmjs.org/function-bind/-/function-bind-1.1.2.tgz"
+  integrity sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA==
 
-get-stdin@^4.0.1:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/get-stdin/-/get-stdin-4.0.1.tgz#b968c6b0a04384324902e8bf1a5df32579a450fe"
-  integrity sha1-uWjGsKBDhDJJAui/Gl3zJXmkUP4=
+generator-function@^2.0.0:
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/generator-function/-/generator-function-2.0.1.tgz"
+  integrity sha512-SFdFmIJi+ybC0vjlHN0ZGVGHc3lgE0DxPAT0djjVg+kjOnSqclqmj0KQ7ykTOLP6YxoqOvuAODGdcHJn+43q3g==
 
-get-stream@^4.0.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/get-stream/-/get-stream-4.1.0.tgz#c1b255575f3dc21d59bfc79cd3d2b46b1c3a54b5"
-  integrity sha512-GMat4EJ5161kIy2HevLlr4luNjBgvmj413KaQA7jt4V8B4RDsfpHk7WQ9GVqfYyyx8OS/L66Kox+rJRNklLK7w==
+get-intrinsic@^1.2.4, get-intrinsic@^1.2.5, get-intrinsic@^1.2.6, get-intrinsic@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.3.0.tgz"
+  integrity sha512-9fSjSaos/fRIVIp+xSJlE6lfwhES7LNtKaCBIamHsjr2na1BiABJPo0mOjjz8GJDURarmCPGqaiVg5mfjb98CQ==
+  dependencies:
+    call-bind-apply-helpers "^1.0.2"
+    es-define-property "^1.0.1"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.1.1"
+    function-bind "^1.1.2"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
+    has-symbols "^1.1.0"
+    hasown "^2.0.2"
+    math-intrinsics "^1.1.0"
+
+get-proto@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.npmjs.org/get-proto/-/get-proto-1.0.1.tgz"
+  integrity sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g==
   dependencies:
-    pump "^3.0.0"
+    dunder-proto "^1.0.1"
+    es-object-atoms "^1.0.0"
 
-get-value@^2.0.3, get-value@^2.0.6:
-  version "2.0.6"
-  resolved "https://registry.yarnpkg.com/get-value/-/get-value-2.0.6.tgz#dc15ca1c672387ca76bd37ac0a395ba2042a2c28"
-  integrity sha1-3BXKHGcjh8p2vTesCjlbogQqLCg=
+get-stream@^6.0.0:
+  version "6.0.1"
+  resolved "https://registry.npmjs.org/get-stream/-/get-stream-6.0.1.tgz"
+  integrity sha512-ts6Wi+2j3jQjqi70w5AlN8DFnkSwC+MqmxEzdEALB2qXZYV3X/b1CTfgPLGJNMeAWxdPfU8FO1ms3NUfaHCPYg==
 
-getpass@^0.1.1:
-  version "0.1.7"
-  resolved "https://registry.yarnpkg.com/getpass/-/getpass-0.1.7.tgz#5eff8e3e684d569ae4cb2b1282604e8ba62149fa"
-  integrity sha1-Xv+OPmhNVprkyysSgmBOi6YhSfo=
+glob-parent@~5.1.2:
+  version "5.1.2"
+  resolved "https://registry.npmjs.org/glob-parent/-/glob-parent-5.1.2.tgz"
+  integrity sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow==
   dependencies:
-    assert-plus "^1.0.0"
+    is-glob "^4.0.1"
 
-glob-parent@^3.1.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/glob-parent/-/glob-parent-3.1.0.tgz#9e6af6299d8d3bd2bd40430832bd113df906c5ae"
-  integrity sha1-nmr2KZ2NO9K9QEMIMr0RPfkGxa4=
-  dependencies:
-    is-glob "^3.1.0"
-    path-dirname "^1.0.0"
+glob-to-regexp@^0.4.1:
+  version "0.4.1"
+  resolved "https://registry.npmjs.org/glob-to-regexp/-/glob-to-regexp-0.4.1.tgz"
+  integrity sha512-lkX1HJXwyMcprw/5YUZc2s7DrpAiHB21/V+E1rHUrVNokkvB6bqMzT0VfV6/86ZNabt1k14YOIaT7nDvOX3Iiw==
 
-glob@^7.0.0, glob@^7.0.3, glob@^7.1.1, glob@^7.1.2, glob@~7.1.1:
+glob@^7.1.1, glob@^7.1.3:
   version "7.1.3"
-  resolved "https://registry.yarnpkg.com/glob/-/glob-7.1.3.tgz#3960832d3f1574108342dafd3a67b332c0969df1"
+  resolved "https://registry.npmjs.org/glob/-/glob-7.1.3.tgz"
   integrity sha512-vcfuiIxogLV4DlGBHIUOwI0IbrJ8HWPc4MU7HzviGeNho/UJDfi6B5p3sHeWIQ0KGIU0Jpxi5ZHxemQfLkkAwQ==
   dependencies:
     fs.realpath "^1.0.0"
@@ -2149,1362 +1744,675 @@ glob@^7.0.0, glob@^7.0.3, glob@^7.1.1, glob@^7.1.2, glob@~7.1.1:
     once "^1.3.0"
     path-is-absolute "^1.0.0"
 
-glob@^7.1.3:
-  version "7.1.6"
-  resolved "https://registry.yarnpkg.com/glob/-/glob-7.1.6.tgz#141f33b81a7c2492e125594307480c46679278a6"
-  integrity sha512-LwaxwyZ72Lk7vZINtNNrywX0ZuLyStrdDtabefZKAY5ZGJhVtgdznluResxNmPitE0SAO+O26sWTHeKSI2wMBA==
-  dependencies:
-    fs.realpath "^1.0.0"
-    inflight "^1.0.4"
-    inherits "2"
-    minimatch "^3.0.4"
-    once "^1.3.0"
-    path-is-absolute "^1.0.0"
-
-global-modules@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/global-modules/-/global-modules-1.0.0.tgz#6d770f0eb523ac78164d72b5e71a8877265cc3ea"
-  integrity sha512-sKzpEkf11GpOFuw0Zzjzmt4B4UZwjOcG757PPvrfhxcLFbq0wpsgpOqxpxtxFiCG4DtG93M6XRVbF2oGdev7bg==
-  dependencies:
-    global-prefix "^1.0.1"
-    is-windows "^1.0.1"
-    resolve-dir "^1.0.0"
-
-global-prefix@^1.0.1:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/global-prefix/-/global-prefix-1.0.2.tgz#dbf743c6c14992593c655568cb66ed32c0122ebe"
-  integrity sha1-2/dDxsFJklk8ZVVoy2btMsASLr4=
-  dependencies:
-    expand-tilde "^2.0.2"
-    homedir-polyfill "^1.0.1"
-    ini "^1.3.4"
-    is-windows "^1.0.1"
-    which "^1.2.14"
-
-globby@^6.1.0:
-  version "6.1.0"
-  resolved "https://registry.yarnpkg.com/globby/-/globby-6.1.0.tgz#f5a6d70e8395e21c858fb0489d64df02424d506c"
-  integrity sha1-9abXDoOV4hyFj7BInWTfAkJNUGw=
-  dependencies:
-    array-union "^1.0.1"
-    glob "^7.0.3"
-    object-assign "^4.0.1"
-    pify "^2.0.0"
-    pinkie-promise "^2.0.0"
-
-globule@^1.0.0:
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/globule/-/globule-1.2.1.tgz#5dffb1b191f22d20797a9369b49eab4e9839696d"
-  integrity sha512-g7QtgWF4uYSL5/dn71WxubOrS7JVGCnFPEnoeChJmBnyR9Mw8nGoEwOgJL/RC2Te0WhbsEUCejfH8SZNJ+adYQ==
-  dependencies:
-    glob "~7.1.1"
-    lodash "~4.17.10"
-    minimatch "~3.0.2"
-
-graceful-fs@^4.1.11, graceful-fs@^4.1.15:
-  version "4.1.15"
-  resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.1.15.tgz#ffb703e1066e8a0eeaa4c8b80ba9253eeefbfb00"
-  integrity sha512-6uHUhOPEBgQ24HM+r6b/QwWfZq+yiFcipKFrOFiBEnWdy5sdzYoi+pJeQaPI5qOLRFqWmAXUPQNsielzdLoecA==
-
-graceful-fs@^4.1.2:
-  version "4.2.3"
-  resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.2.3.tgz#4a12ff1b60376ef09862c2093edd908328be8423"
-  integrity sha512-a30VEBm4PEdx1dRB7MFK7BejejvCvBronbLjht+sHuGYj8PHs7M/5Z+rt5lw551vZ7yfTCj4Vuyy3mSJytDWRQ==
+gopd@^1.0.1, gopd@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.npmjs.org/gopd/-/gopd-1.2.0.tgz"
+  integrity sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg==
 
-graceful-fs@^4.1.6, graceful-fs@^4.2.0:
-  version "4.2.4"
-  resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.2.4.tgz#2256bde14d3632958c465ebc96dc467ca07a29fb"
-  integrity sha512-WjKPNJF79dtJAVniUlGGWHYGz2jWxT6VhN/4m1NdkbZ2nOsEF+cI1Edgql5zCRhs/VsQYRvrXctxktVXZUkixw==
+graceful-fs@^4.1.2, graceful-fs@^4.1.6, graceful-fs@^4.2.0, graceful-fs@^4.2.11, graceful-fs@^4.2.4, graceful-fs@^4.2.6:
+  version "4.2.11"
+  resolved "https://registry.npmjs.org/graceful-fs/-/graceful-fs-4.2.11.tgz"
+  integrity sha512-RbJ5/jmFcNNCcDV5o9eTnBLJ/HszWV0P73bc+Ff4nS/rJj+YaS6IGyiOL0VoBYX+l1Wrl3k63h/KrH+nhJ0XvQ==
 
 handle-thing@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/handle-thing/-/handle-thing-2.0.0.tgz#0e039695ff50c93fc288557d696f3c1dc6776754"
-  integrity sha512-d4sze1JNC454Wdo2fkuyzCr6aHcbL6PGGuFAz0Li/NcOm1tCHGnWDRmJP85dh9IhQErTc2svWFEX5xHIOo//kQ==
-
-har-schema@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/har-schema/-/har-schema-2.0.0.tgz#a94c2224ebcac04782a0d9035521f24735b7ec92"
-  integrity sha1-qUwiJOvKwEeCoNkDVSHyRzW37JI=
-
-har-validator@~5.1.0:
-  version "5.1.3"
-  resolved "https://registry.yarnpkg.com/har-validator/-/har-validator-5.1.3.tgz#1ef89ebd3e4996557675eed9893110dc350fa080"
-  integrity sha512-sNvOCzEQNr/qrvJgc3UG/kD4QtlHycrzwS+6mfTrrSq97BvaYcPZZI1ZSqGSPR73Cxn4LKTD4PttRwfU7jWq5g==
-  dependencies:
-    ajv "^6.5.5"
-    har-schema "^2.0.0"
-
-has-ansi@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/has-ansi/-/has-ansi-2.0.0.tgz#34f5049ce1ecdf2b0649af3ef24e45ed35416d91"
-  integrity sha1-NPUEnOHs3ysGSa8+8k5F7TVBbZE=
-  dependencies:
-    ansi-regex "^2.0.0"
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/handle-thing/-/handle-thing-2.0.1.tgz"
+  integrity sha512-9Qn4yBxelxoh2Ow62nP+Ka/kMnOXRi8BXnRaUwezLNhqelnN49xKz4F/dPP8OYLxLxq6JDtZb2i9XznUQbNPTg==
 
 has-flag@^3.0.0:
   version "3.0.0"
-  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-3.0.0.tgz#b5d454dc2199ae225699f3467e5a07f3b955bafd"
-  integrity sha1-tdRU3CGZriJWmfNGfloH87lVuv0=
-
-has-unicode@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/has-unicode/-/has-unicode-2.0.1.tgz#e0e6fe6a28cf51138855e086d1691e771de2a8b9"
-  integrity sha1-4Ob+aijPUROIVeCG0Wkedx3iqLk=
-
-has-value@^0.3.1:
-  version "0.3.1"
-  resolved "https://registry.yarnpkg.com/has-value/-/has-value-0.3.1.tgz#7b1f58bada62ca827ec0a2078025654845995e1f"
-  integrity sha1-ex9YutpiyoJ+wKIHgCVlSEWZXh8=
-  dependencies:
-    get-value "^2.0.3"
-    has-values "^0.1.4"
-    isobject "^2.0.0"
+  resolved "https://registry.npmjs.org/has-flag/-/has-flag-3.0.0.tgz"
+  integrity sha1-tdRU3CGZriJWmfNGfloH87lVuv0= sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw==
 
-has-value@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/has-value/-/has-value-1.0.0.tgz#18b281da585b1c5c51def24c930ed29a0be6b177"
-  integrity sha1-GLKB2lhbHFxR3vJMkw7SmgvmsXc=
-  dependencies:
-    get-value "^2.0.6"
-    has-values "^1.0.0"
-    isobject "^3.0.0"
-
-has-values@^0.1.4:
-  version "0.1.4"
-  resolved "https://registry.yarnpkg.com/has-values/-/has-values-0.1.4.tgz#6d61de95d91dfca9b9a02089ad384bff8f62b771"
-  integrity sha1-bWHeldkd/Km5oCCJrThL/49it3E=
-
-has-values@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/has-values/-/has-values-1.0.0.tgz#95b0b63fec2146619a6fe57fe75628d5a39efe4f"
-  integrity sha1-lbC2P+whRmGab+V/51Yo1aOe/k8=
-  dependencies:
-    is-number "^3.0.0"
-    kind-of "^4.0.0"
+has-flag@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.npmjs.org/has-flag/-/has-flag-4.0.0.tgz"
+  integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
 
-hash-base@^3.0.0:
-  version "3.0.4"
-  resolved "https://registry.yarnpkg.com/hash-base/-/hash-base-3.0.4.tgz#5fc8686847ecd73499403319a6b0a3f3f6ae4918"
-  integrity sha1-X8hoaEfs1zSZQDMZprCj8/auSRg=
+has-property-descriptors@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.npmjs.org/has-property-descriptors/-/has-property-descriptors-1.0.2.tgz"
+  integrity sha512-55JNKuIW+vq4Ke1BjOTjM2YctQIvCT7GFzHwmfZPGo5wnrgkid0YQtnAleFSqumZm4az3n2BS+erby5ipJdgrg==
   dependencies:
-    inherits "^2.0.1"
-    safe-buffer "^5.0.1"
+    es-define-property "^1.0.0"
 
-hash.js@^1.0.0, hash.js@^1.0.3:
-  version "1.1.7"
-  resolved "https://registry.yarnpkg.com/hash.js/-/hash.js-1.1.7.tgz#0babca538e8d4ee4a0f8988d68866537a003cf42"
-  integrity sha512-taOaskGt4z4SOANNseOviYDvjEJinIkRgmp7LbKP2YTTmVxWBl87s/uzK9r+44BclBSp2X7K1hqeNfz9JbBeXA==
-  dependencies:
-    inherits "^2.0.3"
-    minimalistic-assert "^1.0.1"
+has-symbols@^1.0.3, has-symbols@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.npmjs.org/has-symbols/-/has-symbols-1.1.0.tgz"
+  integrity sha512-1cDNdwJ2Jaohmb3sg4OmKaMBwuC48sYni5HUw2DvsC8LjGTLK9h+eb1X6RyuOHe4hT0ULCW68iomhjUoKUqlPQ==
 
-hmac-drbg@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/hmac-drbg/-/hmac-drbg-1.0.1.tgz#d2745701025a6c775a6c545793ed502fc0c649a1"
-  integrity sha1-0nRXAQJabHdabFRXk+1QL8DGSaE=
+has-tostringtag@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.npmjs.org/has-tostringtag/-/has-tostringtag-1.0.2.tgz"
+  integrity sha512-NqADB8VjPFLM2V0VvHUewwwsw0ZWBaIdgo+ieHtK3hasLz4qeCRjYcqfB6AQrBggRKppKF8L52/VqdVsO47Dlw==
   dependencies:
-    hash.js "^1.0.3"
-    minimalistic-assert "^1.0.0"
-    minimalistic-crypto-utils "^1.0.1"
+    has-symbols "^1.0.3"
 
-homedir-polyfill@^1.0.1:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/homedir-polyfill/-/homedir-polyfill-1.0.3.tgz#743298cef4e5af3e194161fbadcc2151d3a058e8"
-  integrity sha512-eSmmWE5bZTK2Nou4g0AI3zZ9rswp7GRKoKXS1BLUkvPviOqs4YTN1djQIqrXy9k5gEtdLPy86JjRwsNM9tnDcA==
+hasown@^2.0.2:
+  version "2.0.2"
+  resolved "https://registry.npmjs.org/hasown/-/hasown-2.0.2.tgz"
+  integrity sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==
   dependencies:
-    parse-passwd "^1.0.0"
-
-hosted-git-info@^2.1.4:
-  version "2.8.9"
-  resolved "https://registry.yarnpkg.com/hosted-git-info/-/hosted-git-info-2.8.9.tgz#dffc0bf9a21c02209090f2aa69429e1414daf3f9"
-  integrity sha512-mxIDAb9Lsm6DoOJ7xH+5+X4y1LU/4Hi50L9C5sIswK3JzULS4bwk1FvjdBgvYR4bzT4tuUQiC15FE2f5HbLvYw==
+    function-bind "^1.1.2"
 
 hpack.js@^2.1.6:
   version "2.1.6"
-  resolved "https://registry.yarnpkg.com/hpack.js/-/hpack.js-2.1.6.tgz#87774c0949e513f42e84575b3c45681fade2a0b2"
-  integrity sha1-h3dMCUnlE/QuhFdbPEVoH63ioLI=
+  resolved "https://registry.npmjs.org/hpack.js/-/hpack.js-2.1.6.tgz"
+  integrity sha512-zJxVehUdMGIKsRaNt7apO2Gqp0BdqW5yaiGHXXmbpvxgBYVZnAql+BJb4RO5ad2MgpbZKn5G6nMnegrH1FcNYQ==
   dependencies:
     inherits "^2.0.1"
     obuf "^1.0.0"
     readable-stream "^2.0.1"
     wbuf "^1.1.0"
 
-html-entities@^1.2.0:
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/html-entities/-/html-entities-1.2.1.tgz#0df29351f0721163515dfb9e5543e5f6eed5162f"
-  integrity sha1-DfKTUfByEWNRXfueVUPl9u7VFi8=
+html-entities@^2.3.2:
+  version "2.6.0"
+  resolved "https://registry.npmjs.org/html-entities/-/html-entities-2.6.0.tgz"
+  integrity sha512-kig+rMn/QOVRvr7c86gQ8lWXq+Hkv6CbAH1hLu+RG338StTpE8Z0b44SDVaqVu7HGKf27frdmUYEs9hTUX/cLQ==
 
 http-deceiver@^1.2.7:
   version "1.2.7"
-  resolved "https://registry.yarnpkg.com/http-deceiver/-/http-deceiver-1.2.7.tgz#fa7168944ab9a519d337cb0bec7284dc3e723d87"
-  integrity sha1-+nFolEq5pRnTN8sL7HKE3D5yPYc=
+  resolved "https://registry.npmjs.org/http-deceiver/-/http-deceiver-1.2.7.tgz"
+  integrity sha512-LmpOGxTfbpgtGVxJrj5k7asXHCgNZp5nLfp+hWc8QQRqtb7fUy6kRY3BO1h9ddF6yIPYUARgxGOwB42DnxIaNw==
 
-http-errors@1.6.3, http-errors@~1.6.2, http-errors@~1.6.3:
+http-errors@~1.6.2:
   version "1.6.3"
-  resolved "https://registry.yarnpkg.com/http-errors/-/http-errors-1.6.3.tgz#8b55680bb4be283a0b5bf4ea2e38580be1d9320d"
-  integrity sha1-i1VoC7S+KDoLW/TqLjhYC+HZMg0=
+  resolved "https://registry.npmjs.org/http-errors/-/http-errors-1.6.3.tgz"
+  integrity sha1-i1VoC7S+KDoLW/TqLjhYC+HZMg0= sha512-lks+lVC8dgGyh97jxvxeYTWQFvh4uw4yC12gVl63Cg30sjPX4wuGcdkICVXDAESr6OJGjqGA8Iz5mkeN6zlD7A==
   dependencies:
     depd "~1.1.2"
     inherits "2.0.3"
     setprototypeof "1.1.0"
     statuses ">= 1.4.0 < 2"
 
-http-parser-js@>=0.4.0:
-  version "0.5.0"
-  resolved "https://registry.yarnpkg.com/http-parser-js/-/http-parser-js-0.5.0.tgz#d65edbede84349d0dc30320815a15d39cc3cbbd8"
-  integrity sha512-cZdEF7r4gfRIq7ezX9J0T+kQmJNOub71dWbgAXVHDct80TKP4MCETtZQ31xyv38UwgzkWPYF/Xc0ge55dW9Z9w==
-
-http-proxy-middleware@^0.19.1:
-  version "0.19.1"
-  resolved "https://registry.yarnpkg.com/http-proxy-middleware/-/http-proxy-middleware-0.19.1.tgz#183c7dc4aa1479150306498c210cdaf96080a43a"
-  integrity sha512-yHYTgWMQO8VvwNS22eLLloAkvungsKdKTLO8AJlftYIKNfJr3GK3zK0ZCfzDDGUBttdGc8xFy1mCitvNKQtC3Q==
+http-errors@~2.0.0:
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/http-errors/-/http-errors-2.0.1.tgz"
+  integrity sha512-4FbRdAX+bSdmo4AUFuS0WNiPz8NgFt+r8ThgNWmlrjQjt1Q7ZR9+zTlce2859x4KSXrwIsaeTqDoKQmtP8pLmQ==
   dependencies:
-    http-proxy "^1.17.0"
-    is-glob "^4.0.0"
-    lodash "^4.17.11"
-    micromatch "^3.1.10"
+    depd "~2.0.0"
+    inherits "~2.0.4"
+    setprototypeof "~1.2.0"
+    statuses "~2.0.2"
+    toidentifier "~1.0.1"
 
-http-proxy@^1.17.0:
+http-errors@~2.0.1:
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/http-errors/-/http-errors-2.0.1.tgz"
+  integrity sha512-4FbRdAX+bSdmo4AUFuS0WNiPz8NgFt+r8ThgNWmlrjQjt1Q7ZR9+zTlce2859x4KSXrwIsaeTqDoKQmtP8pLmQ==
+  dependencies:
+    depd "~2.0.0"
+    inherits "~2.0.4"
+    setprototypeof "~1.2.0"
+    statuses "~2.0.2"
+    toidentifier "~1.0.1"
+
+http-parser-js@>=0.5.1:
+  version "0.5.10"
+  resolved "https://registry.npmjs.org/http-parser-js/-/http-parser-js-0.5.10.tgz"
+  integrity sha512-Pysuw9XpUq5dVc/2SMHpuTY01RFl8fttgcyunjL7eEMhGM3cI4eOmiCycJDVCo/7O7ClfQD3SaI6ftDzqOXYMA==
+
+http-proxy-agent@^7.0.0:
+  version "7.0.2"
+  resolved "https://registry.npmjs.org/http-proxy-agent/-/http-proxy-agent-7.0.2.tgz"
+  integrity sha512-T1gkAiYYDWYx3V5Bmyu7HcfcvL7mUrTWiM6yOfa3PIphViJ/gFPbvidQ+veqSOHci/PxBcDabeUNCzpOODJZig==
+  dependencies:
+    agent-base "^7.1.0"
+    debug "^4.3.4"
+
+http-proxy-middleware@^2.0.3:
+  version "2.0.9"
+  resolved "https://registry.npmjs.org/http-proxy-middleware/-/http-proxy-middleware-2.0.9.tgz"
+  integrity sha512-c1IyJYLYppU574+YI7R4QyX2ystMtVXZwIdzazUIPIJsHuWNd+mho2j+bKoHftndicGj9yh+xjd+l0yj7VeT1Q==
+  dependencies:
+    "@types/http-proxy" "^1.17.8"
+    http-proxy "^1.18.1"
+    is-glob "^4.0.1"
+    is-plain-obj "^3.0.0"
+    micromatch "^4.0.2"
+
+http-proxy@^1.18.1:
   version "1.18.1"
-  resolved "https://registry.yarnpkg.com/http-proxy/-/http-proxy-1.18.1.tgz#401541f0534884bbf95260334e72f88ee3976549"
+  resolved "https://registry.npmjs.org/http-proxy/-/http-proxy-1.18.1.tgz"
   integrity sha512-7mz/721AbnJwIVbnaSv1Cz3Am0ZLT/UBwkC92VlxhXv/k/BBQfM2fXElQNC27BVGr0uwUpplYPQM9LnaBMR5NQ==
   dependencies:
     eventemitter3 "^4.0.0"
     follow-redirects "^1.0.0"
     requires-port "^1.0.0"
 
-http-signature@~1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/http-signature/-/http-signature-1.2.0.tgz#9aecd925114772f3d95b65a60abb8f7c18fbace1"
-  integrity sha1-muzZJRFHcvPZW2WmCruPfBj7rOE=
+https-proxy-agent@^7.0.0:
+  version "7.0.6"
+  resolved "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-7.0.6.tgz"
+  integrity sha512-vK9P5/iUfdl95AI+JVyUuIcVtd4ofvtrOr3HNtM2yxC9bnMbEdp3x01OhQNnjb8IJYi38VlTE3mBXwcfvywuSw==
   dependencies:
-    assert-plus "^1.0.0"
-    jsprim "^1.2.2"
-    sshpk "^1.7.0"
-
-https-browserify@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/https-browserify/-/https-browserify-1.0.0.tgz#ec06c10e0a34c0f2faf199f7fd7fc78fffd03c73"
-  integrity sha1-7AbBDgo0wPL68Zn3/X/Hj//QPHM=
+    agent-base "^7.1.2"
+    debug "4"
 
-iconv-lite@0.4.23:
-  version "0.4.23"
-  resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.4.23.tgz#297871f63be507adcfbfca715d0cd0eed84e9a63"
-  integrity sha512-neyTUVFtahjf0mB3dZT77u+8O0QB89jFdnBkd5P1JgYPbPaia3gXXOVL2fq8VyU2gMMD7SaN7QukTB/pmXYvDA==
-  dependencies:
-    safer-buffer ">= 2.1.2 < 3"
+human-signals@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.npmjs.org/human-signals/-/human-signals-2.1.0.tgz"
+  integrity sha512-B4FFZ6q/T2jhhksgkbEW3HBvWIfDW85snkQgawt07S7J5QXTk6BkNV+0yAeZrM5QpMAdYlocGoljn0sJ/WQkFw==
 
-iconv-lite@^0.4.4:
+iconv-lite@~0.4.24:
   version "0.4.24"
-  resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.4.24.tgz#2022b4b25fbddc21d2f524974a474aafe733908b"
+  resolved "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.4.24.tgz"
   integrity sha512-v3MXnZAcvnywkTUEZomIActle7RXXeedOR31wwl7VlyoXO4Qi9arvSenNQWne1TcRwhCL1HwLI21bEqdpj8/rA==
   dependencies:
     safer-buffer ">= 2.1.2 < 3"
 
-icss-replace-symbols@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/icss-replace-symbols/-/icss-replace-symbols-1.1.0.tgz#06ea6f83679a7749e386cfe1fe812ae5db223ded"
-  integrity sha1-Bupvg2ead0njhs/h/oEq5dsiPe0=
-
-icss-utils@^4.1.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/icss-utils/-/icss-utils-4.1.0.tgz#339dbbffb9f8729a243b701e1c29d4cc58c52f0e"
-  integrity sha512-3DEun4VOeMvSczifM3F2cKQrDQ5Pj6WKhkOq6HD4QTnDUAq8MQRxy5TX6Sy1iY6WPBe4gQ3p5vTECjbIkglkkQ==
-  dependencies:
-    postcss "^7.0.14"
-
-ieee754@^1.1.4:
-  version "1.1.13"
-  resolved "https://registry.yarnpkg.com/ieee754/-/ieee754-1.1.13.tgz#ec168558e95aa181fd87d37f55c32bbcb6708b84"
-  integrity sha512-4vf7I2LYV/HaWerSo3XmlMkp5eZ83i+/CDluXi/IGTs/O1sejBNhTtnxzmRZfvOUqj7lZjqHkeTvpgSFDlWZTg==
-
-iferr@^0.1.5:
-  version "0.1.5"
-  resolved "https://registry.yarnpkg.com/iferr/-/iferr-0.1.5.tgz#c60eed69e6d8fdb6b3104a1fcbca1c192dc5b501"
-  integrity sha1-xg7taebY/bazEEofy8ocGS3FtQE=
+icss-utils@^5.0.0, icss-utils@^5.1.0:
+  version "5.1.0"
+  resolved "https://registry.npmjs.org/icss-utils/-/icss-utils-5.1.0.tgz"
+  integrity sha512-soFhflCVWLfRNOPU3iv5Z9VUdT44xFRbzjLsEzSr5AQmgqPMTHdU3PMT1Cf1ssx8fLNJDA1juftYl+PUcv3MqA==
 
-ignore-walk@^3.0.1:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/ignore-walk/-/ignore-walk-3.0.1.tgz#a83e62e7d272ac0e3b551aaa82831a19b69f82f8"
-  integrity sha512-DTVlMx3IYPe0/JJcYP7Gxg7ttZZu3IInhuEhbchuqneY9wWe5Ojy2mXLBaQFUQmo0AW2r3qG7m1mg86js+gnlQ==
-  dependencies:
-    minimatch "^3.0.4"
+ieee754@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.npmjs.org/ieee754/-/ieee754-1.2.1.tgz"
+  integrity sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==
 
 immutability-helper@^3.0.0:
   version "3.0.0"
-  resolved "https://registry.yarnpkg.com/immutability-helper/-/immutability-helper-3.0.0.tgz#a74e989c60e2ddab85a6abeed8078981b2d13271"
+  resolved "https://registry.npmjs.org/immutability-helper/-/immutability-helper-3.0.0.tgz"
   integrity sha512-Ww7oOSnBIRb9ihT9UH9eHz0uhie0rw9bpqGYCb7qD5VpsdOLv+fx/KCRgHqvX/13LgSM5sDfsLpeSIM6kodUxQ==
   dependencies:
     invariant "^2.2.4"
 
-import-local@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/import-local/-/import-local-2.0.0.tgz#55070be38a5993cf18ef6db7e961f5bee5c5a09d"
-  integrity sha512-b6s04m3O+s3CGSbqDIyP4R6aAwAeYlVq9+WUWep6iHa8ETRf9yei1U48C5MmfJmV9AiLYYBKPMq/W+/WRpQmCQ==
-  dependencies:
-    pkg-dir "^3.0.0"
-    resolve-cwd "^2.0.0"
-
-imurmurhash@^0.1.4:
-  version "0.1.4"
-  resolved "https://registry.yarnpkg.com/imurmurhash/-/imurmurhash-0.1.4.tgz#9218b9b2b928a238b13dc4fb6b6d576f231453ea"
-  integrity sha1-khi5srkoojixPcT7a21XbyMUU+o=
-
-in-publish@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/in-publish/-/in-publish-2.0.0.tgz#e20ff5e3a2afc2690320b6dc552682a9c7fadf51"
-  integrity sha1-4g/146KvwmkDILbcVSaCqcf631E=
+immutable@^5.1.5:
+  version "5.1.5"
+  resolved "https://registry.npmjs.org/immutable/-/immutable-5.1.5.tgz"
+  integrity sha512-t7xcm2siw+hlUM68I+UEOK+z84RzmN59as9DZ7P1l0994DKUWV7UXBMQZVxaoMSRQ+PBZbHCOoBt7a2wxOMt+A==
 
-indent-string@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/indent-string/-/indent-string-2.1.0.tgz#8e2d48348742121b4a8218b7a137e9a52049dc80"
-  integrity sha1-ji1INIdCEhtKghi3oTfppSBJ3IA=
+import-local@^3.0.2:
+  version "3.2.0"
+  resolved "https://registry.npmjs.org/import-local/-/import-local-3.2.0.tgz"
+  integrity sha512-2SPlun1JUPWoM6t3F0dw0FkCF/jWY8kttcY4f599GLTSjh2OCuuhdTkJQsEcZzBqbXZGKMK2OqW1oZsjtf/gQA==
   dependencies:
-    repeating "^2.0.0"
-
-indexes-of@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/indexes-of/-/indexes-of-1.0.1.tgz#f30f716c8e2bd346c7b67d3df3915566a7c05607"
-  integrity sha1-8w9xbI4r00bHtn0985FVZqfAVgc=
-
-indexof@0.0.1:
-  version "0.0.1"
-  resolved "https://registry.yarnpkg.com/indexof/-/indexof-0.0.1.tgz#82dc336d232b9062179d05ab3293a66059fd435d"
-  integrity sha1-gtwzbSMrkGIXnQWrMpOmYFn9Q10=
+    pkg-dir "^4.2.0"
+    resolve-cwd "^3.0.0"
 
 inflight@^1.0.4:
   version "1.0.6"
-  resolved "https://registry.yarnpkg.com/inflight/-/inflight-1.0.6.tgz#49bd6331d7d02d0c09bc910a1075ba8165b56df9"
-  integrity sha1-Sb1jMdfQLQwJvJEKEHW6gWW1bfk=
+  resolved "https://registry.npmjs.org/inflight/-/inflight-1.0.6.tgz"
+  integrity sha1-Sb1jMdfQLQwJvJEKEHW6gWW1bfk= sha512-k92I/b08q4wvFscXCLvqfsHCrjrF7yiXsQuIVvVE7N82W3+aqpzuUdBbfhWcy/FZR3/4IgflMgKLOsvPDrGCJA==
   dependencies:
     once "^1.3.0"
     wrappy "1"
 
-inherits@2, inherits@^2.0.1, inherits@^2.0.3, inherits@^2.0.4, inherits@~2.0.0, inherits@~2.0.1, inherits@~2.0.3:
+inherits@^2.0.1, inherits@^2.0.3, inherits@~2.0.3, inherits@~2.0.4, inherits@2:
   version "2.0.4"
-  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c"
+  resolved "https://registry.npmjs.org/inherits/-/inherits-2.0.4.tgz"
   integrity sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==
 
-inherits@2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.1.tgz#b17d08d326b4423e568eff719f91b0b1cbdf69f1"
-  integrity sha1-sX0I0ya0Qj5Wjv9xn5GwscvfafE=
-
 inherits@2.0.3:
   version "2.0.3"
-  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.3.tgz#633c2c83e3da42a502f52466022480f4208261de"
-  integrity sha1-Yzwsg+PaQqUC9SRmAiSA9CCCYd4=
+  resolved "https://registry.npmjs.org/inherits/-/inherits-2.0.3.tgz"
+  integrity sha1-Yzwsg+PaQqUC9SRmAiSA9CCCYd4= sha512-x00IRNXNy63jwGkJmzPigoySHbaqpNuzKbBOmzK+g2OdZpQ9w+sxCN+VSB3ja7IAge2OP2qpfxTjeNcyjmW1uw==
 
-ini@^1.3.4, ini@~1.3.0:
-  version "1.3.7"
-  resolved "https://registry.yarnpkg.com/ini/-/ini-1.3.7.tgz#a09363e1911972ea16d7a8851005d84cf09a9a84"
-  integrity sha512-iKpRpXP+CrP2jyrxvg1kMUpXDyRUFDWurxbnVT1vQPx+Wz9uCYsMIqYuSBLV+PAaZG/d7kRLKRFc9oDMsH+mFQ==
-
-internal-ip@^4.2.0:
-  version "4.2.0"
-  resolved "https://registry.yarnpkg.com/internal-ip/-/internal-ip-4.2.0.tgz#46e81b638d84c338e5c67e42b1a17db67d0814fa"
-  integrity sha512-ZY8Rk+hlvFeuMmG5uH1MXhhdeMntmIaxaInvAmzMq/SHV8rv4Kh+6GiQNNDQd0wZFrcO+FiTBo8lui/osKOyJw==
-  dependencies:
-    default-gateway "^4.0.1"
-    ipaddr.js "^1.9.0"
-
-interpret@^1.1.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/interpret/-/interpret-1.2.0.tgz#d5061a6224be58e8083985f5014d844359576296"
-  integrity sha512-mT34yGKMNceBQUoVn7iCDKDntA7SC6gycMAWzGx1z/CMCTV7b2AAtXlo3nRyHZ1FelRkQbQjprHSYGwzLtkVbw==
+interpret@^3.1.1:
+  version "3.1.1"
+  resolved "https://registry.npmjs.org/interpret/-/interpret-3.1.1.tgz"
+  integrity sha512-6xwYfHbajpoF0xLW+iwLkhwgvLoZDfjYfoFNu8ftMoXINzwuymNLd9u/KmwtdT2GbR+/Cz66otEGEVVUHX9QLQ==
 
 invariant@^2.2.4:
   version "2.2.4"
-  resolved "https://registry.yarnpkg.com/invariant/-/invariant-2.2.4.tgz#610f3c92c9359ce1db616e538008d23ff35158e6"
+  resolved "https://registry.npmjs.org/invariant/-/invariant-2.2.4.tgz"
   integrity sha512-phJfQVBuaJM5raOpJjSfkiD6BpbCE4Ns//LaXl6wGYtUBY83nWS6Rf9tXm2e8VaK60JEjYldbPif/A2B1C2gNA==
   dependencies:
     loose-envify "^1.0.0"
 
-invert-kv@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/invert-kv/-/invert-kv-2.0.0.tgz#7393f5afa59ec9ff5f67a27620d11c226e3eec02"
-  integrity sha512-wPVv/y/QQ/Uiirj/vh3oP+1Ww+AWehmi1g5fFWGPF6IpCBCDVrhgHRMvrLfdYcwDh3QJbGXDW4JAuzxElLSqKA==
-
-ip-regex@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/ip-regex/-/ip-regex-2.1.0.tgz#fa78bf5d2e6913c911ce9f819ee5146bb6d844e9"
-  integrity sha1-+ni/XS5pE8kRzp+BnuUUa7bYROk=
-
-ip@^1.1.0, ip@^1.1.5:
-  version "1.1.5"
-  resolved "https://registry.yarnpkg.com/ip/-/ip-1.1.5.tgz#bdded70114290828c0a039e72ef25f5aaec4354a"
-  integrity sha1-vd7XARQpCCjAoDnnLvJfWq7ENUo=
-
-ipaddr.js@1.8.0:
-  version "1.8.0"
-  resolved "https://registry.yarnpkg.com/ipaddr.js/-/ipaddr.js-1.8.0.tgz#eaa33d6ddd7ace8f7f6fe0c9ca0440e706738b1e"
-  integrity sha1-6qM9bd16zo9/b+DJygRA5wZzix4=
-
-ipaddr.js@^1.9.0:
-  version "1.9.0"
-  resolved "https://registry.yarnpkg.com/ipaddr.js/-/ipaddr.js-1.9.0.tgz#37df74e430a0e47550fe54a2defe30d8acd95f65"
-  integrity sha512-M4Sjn6N/+O6/IXSJseKqHoFc+5FdGJ22sXqnjTpdZweHK64MzEPAyQZyEU3R/KRv2GLoa7nNtg/C2Ev6m7z+eA==
-
-is-accessor-descriptor@^0.1.6:
-  version "0.1.6"
-  resolved "https://registry.yarnpkg.com/is-accessor-descriptor/-/is-accessor-descriptor-0.1.6.tgz#a9e12cb3ae8d876727eeef3843f8a0897b5c98d6"
-  integrity sha1-qeEss66Nh2cn7u84Q/igiXtcmNY=
-  dependencies:
-    kind-of "^3.0.2"
-
-is-accessor-descriptor@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/is-accessor-descriptor/-/is-accessor-descriptor-1.0.0.tgz#169c2f6d3df1f992618072365c9b0ea1f6878656"
-  integrity sha512-m5hnHTkcVsPfqx3AKlyttIPb7J+XykHvJP2B9bZDjlhLIoEq4XoK64Vg7boZlVWYK6LUY94dYPEE7Lh0ZkZKcQ==
-  dependencies:
-    kind-of "^6.0.0"
-
-is-arrayish@^0.2.1:
-  version "0.2.1"
-  resolved "https://registry.yarnpkg.com/is-arrayish/-/is-arrayish-0.2.1.tgz#77c99840527aa8ecb1a8ba697b80645a7a926a9d"
-  integrity sha1-d8mYQFJ6qOyxqLppe4BkWnqSap0=
-
-is-binary-path@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/is-binary-path/-/is-binary-path-1.0.1.tgz#75f16642b480f187a711c814161fd3a4a7655898"
-  integrity sha1-dfFmQrSA8YenEcgUFh/TpKdlWJg=
-  dependencies:
-    binary-extensions "^1.0.0"
+ipaddr.js@^2.0.1:
+  version "2.3.0"
+  resolved "https://registry.npmjs.org/ipaddr.js/-/ipaddr.js-2.3.0.tgz"
+  integrity sha512-Zv/pA+ciVFbCSBBjGfaKUya/CcGmUHzTydLMaTwrUUEM2DIEO3iZvueGxmacvmN50fGpGVKeTXpb2LcYQxeVdg==
 
-is-buffer@^1.1.5:
-  version "1.1.6"
-  resolved "https://registry.yarnpkg.com/is-buffer/-/is-buffer-1.1.6.tgz#efaa2ea9daa0d7ab2ea13a97b2b8ad51fefbe8be"
-  integrity sha512-NcdALwpXkTm5Zvvbk7owOUSvVvBKDgKP5/ewfXEznmQFfs4ZRmanOeKBTjRVjka3QFoN6XJ+9F3USqfHqTaU5w==
+ipaddr.js@1.9.1:
+  version "1.9.1"
+  resolved "https://registry.npmjs.org/ipaddr.js/-/ipaddr.js-1.9.1.tgz"
+  integrity sha512-0KI/607xoxSToH7GjN1FfSbLoU0+btTicjsQSWQlh/hZykN8KpmMf7uYwPW3R+akZ6R/w18ZlXSHBYXiYUPO3g==
 
-is-data-descriptor@^0.1.4:
-  version "0.1.4"
-  resolved "https://registry.yarnpkg.com/is-data-descriptor/-/is-data-descriptor-0.1.4.tgz#0b5ee648388e2c860282e793f1856fec3f301b56"
-  integrity sha1-C17mSDiOLIYCgueT8YVv7D8wG1Y=
+is-arguments@^1.0.4:
+  version "1.2.0"
+  resolved "https://registry.npmjs.org/is-arguments/-/is-arguments-1.2.0.tgz"
+  integrity sha512-7bVbi0huj/wrIAOzb8U1aszg9kdi3KN/CyU19CTI7tAoZYEZoL9yCDXpbXN+uPsuWnP02cyug1gleqq+TU+YCA==
   dependencies:
-    kind-of "^3.0.2"
+    call-bound "^1.0.2"
+    has-tostringtag "^1.0.2"
 
-is-data-descriptor@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/is-data-descriptor/-/is-data-descriptor-1.0.0.tgz#d84876321d0e7add03990406abbbbd36ba9268c7"
-  integrity sha512-jbRXy1FmtAoCjQkVmIVYwuuqDFUbaOeDjmed1tOGPrsMhtJA4rD9tkgA0F1qJ3gRFRXcHYVkdeaP50Q5rE/jLQ==
+is-binary-path@~2.1.0:
+  version "2.1.0"
+  resolved "https://registry.npmjs.org/is-binary-path/-/is-binary-path-2.1.0.tgz"
+  integrity sha512-ZMERYes6pDydyuGidse7OsHxtbI7WVeUEozgR/g7rd0xUimYNlvZRE/K2MgZTjWy725IfelLeVcEM97mmtRGXw==
   dependencies:
-    kind-of "^6.0.0"
+    binary-extensions "^2.0.0"
 
-is-descriptor@^0.1.0:
-  version "0.1.6"
-  resolved "https://registry.yarnpkg.com/is-descriptor/-/is-descriptor-0.1.6.tgz#366d8240dde487ca51823b1ab9f07a10a78251ca"
-  integrity sha512-avDYr0SB3DwO9zsMov0gKCESFYqCnE4hq/4z3TdUlukEy5t9C0YRq7HLrsN52NAcqXKaepeCD0n+B0arnVG3Hg==
-  dependencies:
-    is-accessor-descriptor "^0.1.6"
-    is-data-descriptor "^0.1.4"
-    kind-of "^5.0.0"
+is-callable@^1.2.7:
+  version "1.2.7"
+  resolved "https://registry.npmjs.org/is-callable/-/is-callable-1.2.7.tgz"
+  integrity sha512-1BC0BVFhS/p0qtw6enp8e+8OD0UrK0oFLztSjNzhcKA3WDuJxxAPXzPuPtKkjEY9UUoEWlX/8fgKeu2S8i9JTA==
 
-is-descriptor@^1.0.0, is-descriptor@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/is-descriptor/-/is-descriptor-1.0.2.tgz#3b159746a66604b04f8c81524ba365c5f14d86ec"
-  integrity sha512-2eis5WqQGV7peooDyLmNEPUrps9+SXX5c9pL3xEB+4e9HnGuDa7mB7kHxHw4CbqS9k1T2hOH3miL8n8WtiYVtg==
+is-core-module@^2.16.1:
+  version "2.16.1"
+  resolved "https://registry.npmjs.org/is-core-module/-/is-core-module-2.16.1.tgz"
+  integrity sha512-UfoeMA6fIJ8wTYFEUjelnaGI67v6+N7qXJEvQuIGa99l4xsCruSYOVSQ0uPANn4dAzm8lkYPaKLrrijLq7x23w==
   dependencies:
-    is-accessor-descriptor "^1.0.0"
-    is-data-descriptor "^1.0.0"
-    kind-of "^6.0.2"
-
-is-extendable@^0.1.0, is-extendable@^0.1.1:
-  version "0.1.1"
-  resolved "https://registry.yarnpkg.com/is-extendable/-/is-extendable-0.1.1.tgz#62b110e289a471418e3ec36a617d472e301dfc89"
-  integrity sha1-YrEQ4omkcUGOPsNqYX1HLjAd/Ik=
+    hasown "^2.0.2"
 
-is-extendable@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/is-extendable/-/is-extendable-1.0.1.tgz#a7470f9e426733d81bd81e1155264e3a3507cab4"
-  integrity sha512-arnXMxT1hhoKo9k1LZdmlNyJdDDfy2v0fXjFlmok4+i8ul/6WlbVge9bhM74OpNPQPMGUToDtz+KXa1PneJxOA==
-  dependencies:
-    is-plain-object "^2.0.4"
+is-docker@^2.0.0, is-docker@^2.1.1:
+  version "2.2.1"
+  resolved "https://registry.npmjs.org/is-docker/-/is-docker-2.2.1.tgz"
+  integrity sha512-F+i2BKsFrH66iaUFc0woD8sLy8getkwTwtOBjvs56Cx4CgJDeKQeqfz8wAYiSb8JOprWhHH5p77PbmYCvvUuXQ==
 
-is-extglob@^2.1.0, is-extglob@^2.1.1:
+is-extglob@^2.1.1:
   version "2.1.1"
-  resolved "https://registry.yarnpkg.com/is-extglob/-/is-extglob-2.1.1.tgz#a88c02535791f02ed37c76a1b9ea9773c833f8c2"
-  integrity sha1-qIwCU1eR8C7TfHahueqXc8gz+MI=
-
-is-finite@^1.0.0:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/is-finite/-/is-finite-1.0.2.tgz#cc6677695602be550ef11e8b4aa6305342b6d0aa"
-  integrity sha1-zGZ3aVYCvlUO8R6LSqYwU0K20Ko=
-  dependencies:
-    number-is-nan "^1.0.0"
-
-is-fullwidth-code-point@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/is-fullwidth-code-point/-/is-fullwidth-code-point-1.0.0.tgz#ef9e31386f031a7f0d643af82fde50c457ef00cb"
-  integrity sha1-754xOG8DGn8NZDr4L95QxFfvAMs=
-  dependencies:
-    number-is-nan "^1.0.0"
+  resolved "https://registry.npmjs.org/is-extglob/-/is-extglob-2.1.1.tgz"
+  integrity sha1-qIwCU1eR8C7TfHahueqXc8gz+MI= sha512-SbKbANkN603Vi4jEZv49LeVJMn4yGwsbzZworEoyEiutsN3nJYdbO36zfhGJ6QEDpOZIFkDtnq5JRxmvl3jsoQ==
 
-is-fullwidth-code-point@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/is-fullwidth-code-point/-/is-fullwidth-code-point-2.0.0.tgz#a3b30a5c4f199183167aaab93beefae3ddfb654f"
-  integrity sha1-o7MKXE8ZkYMWeqq5O+764937ZU8=
+is-fullwidth-code-point@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz"
+  integrity sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==
 
-is-glob@^3.1.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/is-glob/-/is-glob-3.1.0.tgz#7ba5ae24217804ac70707b96922567486cc3e84a"
-  integrity sha1-e6WuJCF4BKxwcHuWkiVnSGzD6Eo=
+is-generator-function@^1.0.7:
+  version "1.1.2"
+  resolved "https://registry.npmjs.org/is-generator-function/-/is-generator-function-1.1.2.tgz"
+  integrity sha512-upqt1SkGkODW9tsGNG5mtXTXtECizwtS2kA161M+gJPc1xdb/Ax629af6YrTwcOeQHbewrPNlE5Dx7kzvXTizA==
   dependencies:
-    is-extglob "^2.1.0"
+    call-bound "^1.0.4"
+    generator-function "^2.0.0"
+    get-proto "^1.0.1"
+    has-tostringtag "^1.0.2"
+    safe-regex-test "^1.1.0"
 
-is-glob@^4.0.0:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/is-glob/-/is-glob-4.0.1.tgz#7567dbe9f2f5e2467bc77ab83c4a29482407a5dc"
-  integrity sha512-5G0tKtBTFImOqDnLB2hG6Bp2qcKEFduo4tZu9MT/H6NQv/ghhy30o55ufafxJ/LdH79LLs2Kfrn85TLKyA7BUg==
+is-glob@^4.0.1, is-glob@^4.0.3, is-glob@~4.0.1:
+  version "4.0.3"
+  resolved "https://registry.npmjs.org/is-glob/-/is-glob-4.0.3.tgz"
+  integrity sha512-xelSayHH36ZgE7ZWhli7pW34hNbNl8Ojv5KVmkJD4hBdD3th8Tfk9vYasLM+mXWOZhFkgZfxhLSnrwRr4elSSg==
   dependencies:
     is-extglob "^2.1.1"
 
-is-number@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/is-number/-/is-number-3.0.0.tgz#24fd6201a4782cf50561c810276afc7d12d71195"
-  integrity sha1-JP1iAaR4LPUFYcgQJ2r8fRLXEZU=
-  dependencies:
-    kind-of "^3.0.2"
-
 is-number@^7.0.0:
   version "7.0.0"
-  resolved "https://registry.yarnpkg.com/is-number/-/is-number-7.0.0.tgz#7535345b896734d5f80c4d06c50955527a14f12b"
+  resolved "https://registry.npmjs.org/is-number/-/is-number-7.0.0.tgz"
   integrity sha512-41Cifkg6e8TylSpdtTpeLVMqvSBEVzTttHvERD741+pnZ8ANv0004MRL43QKPDlK9cGvNp6NZWZUBlbGXYxxng==
 
-is-path-cwd@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/is-path-cwd/-/is-path-cwd-1.0.0.tgz#d225ec23132e89edd38fda767472e62e65f1106d"
-  integrity sha1-0iXsIxMuie3Tj9p2dHLmLmXxEG0=
-
-is-path-in-cwd@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/is-path-in-cwd/-/is-path-in-cwd-1.0.1.tgz#5ac48b345ef675339bd6c7a48a912110b241cf52"
-  integrity sha512-FjV1RTW48E7CWM7eE/J2NJvAEEVektecDBVBE5Hh3nM1Jd0kvhHtX68Pr3xsDf857xt3Y4AkwVULK1Vku62aaQ==
-  dependencies:
-    is-path-inside "^1.0.0"
-
-is-path-inside@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/is-path-inside/-/is-path-inside-1.0.1.tgz#8ef5b7de50437a3fdca6b4e865ef7aa55cb48036"
-  integrity sha1-jvW33lBDej/cprToZe96pVy0gDY=
-  dependencies:
-    path-is-inside "^1.0.1"
+is-plain-obj@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmjs.org/is-plain-obj/-/is-plain-obj-3.0.0.tgz"
+  integrity sha512-gwsOE28k+23GP1B6vFl1oVh/WOzmawBrKwo5Ev6wMKzPkaXaCDIQKzLnvsA42DRlbVTWorkgTKIviAKCWkfUwA==
 
-is-plain-object@^2.0.3, is-plain-object@^2.0.4:
+is-plain-object@^2.0.4:
   version "2.0.4"
-  resolved "https://registry.yarnpkg.com/is-plain-object/-/is-plain-object-2.0.4.tgz#2c163b3fafb1b606d9d17928f05c2a1c38e07677"
+  resolved "https://registry.npmjs.org/is-plain-object/-/is-plain-object-2.0.4.tgz"
   integrity sha512-h5PpgXkWitc38BBMYawTYMWJHFZJVnBquFE57xFpjB8pJFiF6gZ+bU+WyI/yqXiFR5mdLsgYNaPe8uao6Uv9Og==
   dependencies:
     isobject "^3.0.1"
 
-is-stream@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/is-stream/-/is-stream-1.1.0.tgz#12d4a3dd4e68e0b79ceb8dbc84173ae80d91ca44"
-  integrity sha1-EtSj3U5o4Lec6428hBc66A2RykQ=
-
-is-typedarray@~1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/is-typedarray/-/is-typedarray-1.0.0.tgz#e479c80858df0c1b11ddda6940f96011fcda4a9a"
-  integrity sha1-5HnICFjfDBsR3dppQPlgEfzaSpo=
+is-regex@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.npmjs.org/is-regex/-/is-regex-1.2.1.tgz"
+  integrity sha512-MjYsKHO5O7mCsmRGxWcLWheFqN9DJ/2TmngvjKXihe6efViPqc274+Fx/4fYj/r03+ESvBdTXK0V6tA3rgez1g==
+  dependencies:
+    call-bound "^1.0.2"
+    gopd "^1.2.0"
+    has-tostringtag "^1.0.2"
+    hasown "^2.0.2"
 
-is-utf8@^0.2.0:
-  version "0.2.1"
-  resolved "https://registry.yarnpkg.com/is-utf8/-/is-utf8-0.2.1.tgz#4b0da1442104d1b336340e80797e865cf39f7d72"
-  integrity sha1-Sw2hRCEE0bM2NA6AeX6GXPOffXI=
+is-stream@^2.0.0:
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/is-stream/-/is-stream-2.0.1.tgz"
+  integrity sha512-hFoiJiTl63nn+kstHGBtewWSKnQLpyb155KHheA1l39uvtO9nWIop1p3udqPcUd/xbF1VLMO4n7OI6p7RbngDg==
 
-is-windows@^1.0.1, is-windows@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/is-windows/-/is-windows-1.0.2.tgz#d1850eb9791ecd18e6182ce12a30f396634bb19d"
-  integrity sha512-eXK1UInq2bPmjyX6e3VHIzMLobc4J94i4AWn+Hpq3OU5KkrRC96OAcR3PRJ/pGu6m8TRnBHP9dkXQVsT/COVIA==
+is-typed-array@^1.1.3:
+  version "1.1.15"
+  resolved "https://registry.npmjs.org/is-typed-array/-/is-typed-array-1.1.15.tgz"
+  integrity sha512-p3EcsicXjit7SaskXHs1hA91QxgTw46Fv6EFKKGS5DRFLD8yKnohjF3hxoju94b/OcMZoQukzpPpBE9uLVKzgQ==
+  dependencies:
+    which-typed-array "^1.1.16"
 
-is-wsl@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/is-wsl/-/is-wsl-1.1.0.tgz#1f16e4aa22b04d1336b66188a66af3c600c3a66d"
-  integrity sha1-HxbkqiKwTRM2tmGIpmrzxgDDpm0=
+is-wsl@^2.2.0:
+  version "2.2.0"
+  resolved "https://registry.npmjs.org/is-wsl/-/is-wsl-2.2.0.tgz"
+  integrity sha512-fKzAra0rGJUUBwGBgNkHZuToZcn+TtXHpeCgmkMJMMYx1sQDYaCSyjJBSCa2nH1DGm7s3n1oBnohoVTBaN7Lww==
+  dependencies:
+    is-docker "^2.0.0"
 
-isarray@1.0.0, isarray@^1.0.0, isarray@~1.0.0:
+isarray@~1.0.0:
   version "1.0.0"
-  resolved "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11"
-  integrity sha1-u5NdSFgsuhaMBoNJV6VKPgcSTxE=
+  resolved "https://registry.npmjs.org/isarray/-/isarray-1.0.0.tgz"
+  integrity sha1-u5NdSFgsuhaMBoNJV6VKPgcSTxE= sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==
 
 isexe@^2.0.0:
   version "2.0.0"
-  resolved "https://registry.yarnpkg.com/isexe/-/isexe-2.0.0.tgz#e8fbf374dc556ff8947a10dcb0572d633f2cfa10"
-  integrity sha1-6PvzdNxVb/iUehDcsFctYz8s+hA=
-
-isobject@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/isobject/-/isobject-2.1.0.tgz#f065561096a3f1da2ef46272f815c840d87e0c89"
-  integrity sha1-8GVWEJaj8dou9GJy+BXIQNh+DIk=
-  dependencies:
-    isarray "1.0.0"
+  resolved "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz"
+  integrity sha512-RHxMLp9lnKHGHRng9QFhRCMbYAcVpn69smSGcq3f36xjgVVWThj4qqLbTLlq7Ssj8B+fIQ1EuCEGI2lKsyQeIw==
 
-isobject@^3.0.0, isobject@^3.0.1:
+isobject@^3.0.1:
   version "3.0.1"
-  resolved "https://registry.yarnpkg.com/isobject/-/isobject-3.0.1.tgz#4e431e92b11a9731636aa1f9c8d1ccbcfdab78df"
-  integrity sha1-TkMekrEalzFjaqH5yNHMvP2reN8=
-
-isstream@~0.1.2:
-  version "0.1.2"
-  resolved "https://registry.yarnpkg.com/isstream/-/isstream-0.1.2.tgz#47e63f7af55afa6f92e1500e690eb8b8529c099a"
-  integrity sha1-R+Y/evVa+m+S4VAOaQ64uFKcCZo=
+  resolved "https://registry.npmjs.org/isobject/-/isobject-3.0.1.tgz"
+  integrity sha512-WhB9zCku7EGTj/HQQRz5aUQEUeoQZH2bWcltRErOpymJ4boYE6wL9Tbr23krRPSZ+C5zqNSrSw+Cc7sZZ4b7vg==
 
-js-base64@^2.1.8:
-  version "2.5.1"
-  resolved "https://registry.yarnpkg.com/js-base64/-/js-base64-2.5.1.tgz#1efa39ef2c5f7980bb1784ade4a8af2de3291121"
-  integrity sha512-M7kLczedRMYX4L8Mdh4MzyAMM9O5osx+4FcOQuTvr3A9F2D9S5JXheN0ewNbrvK2UatkTRhL5ejGmGSjNMiZuw==
+jest-worker@^27.4.5:
+  version "27.5.1"
+  resolved "https://registry.npmjs.org/jest-worker/-/jest-worker-27.5.1.tgz"
+  integrity sha512-7vuh85V5cdDofPyxn58nrPjBktZo0u9x1g8WtjQol+jZDaE+fhN+cIvTj11GndBnMnyfrUOG1sZQxCdjKh+DKg==
+  dependencies:
+    "@types/node" "*"
+    merge-stream "^2.0.0"
+    supports-color "^8.0.0"
 
 js-cookie@^2.2.0:
   version "2.2.0"
-  resolved "https://registry.yarnpkg.com/js-cookie/-/js-cookie-2.2.0.tgz#1b2c279a6eece380a12168b92485265b35b1effb"
-  integrity sha1-Gywnmm7s44ChIWi5JIUmWzWx7/s=
+  resolved "https://registry.npmjs.org/js-cookie/-/js-cookie-2.2.0.tgz"
+  integrity sha1-Gywnmm7s44ChIWi5JIUmWzWx7/s= sha512-7YAJP/LPE/MhDjHIdfIiT665HUSumCwPN2hAmO6OJZ8V3o1mtz2HeQ8BKetEjkh+3nqGxYaq1vPMViUR8kaOXw==
 
 "js-tokens@^3.0.0 || ^4.0.0", js-tokens@^4.0.0:
   version "4.0.0"
-  resolved "https://registry.yarnpkg.com/js-tokens/-/js-tokens-4.0.0.tgz#19203fb59991df98e3a287050d4647cdeaf32499"
+  resolved "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz"
   integrity sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==
 
 js-yaml@^3.13.1:
   version "3.13.1"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-3.13.1.tgz#aff151b30bfdfa8e49e05da22e7415e9dfa37847"
+  resolved "https://registry.npmjs.org/js-yaml/-/js-yaml-3.13.1.tgz"
   integrity sha512-YfbcO7jXDdyj0DGxYVSlSeQNHbD7XPWvrVWeVUujrQEoZzWJIRrCPoyk6kL6IAjAG2IolMK4T0hNUe0HOUs5Jw==
   dependencies:
     argparse "^1.0.7"
     esprima "^4.0.0"
 
-jsbn@~0.1.0:
-  version "0.1.1"
-  resolved "https://registry.yarnpkg.com/jsbn/-/jsbn-0.1.1.tgz#a5e654c2e5a2deb5f201d96cefbca80c0ef2f513"
-  integrity sha1-peZUwuWi3rXyAdls77yoDA7y9RM=
+js-yaml@^4.1.0:
+  version "4.1.1"
+  resolved "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.1.tgz"
+  integrity sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==
+  dependencies:
+    argparse "^2.0.1"
 
-json-parse-better-errors@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/json-parse-better-errors/-/json-parse-better-errors-1.0.2.tgz#bb867cfb3450e69107c131d1c514bab3dc8bcaa9"
-  integrity sha512-mrqyZKfX5EhL7hvqcV6WG1yYjnjeuYDzDhhcAAUrq8Po85NBQBJP+ZDUT75qZQ98IkUoBqdkExkukOU7Ts2wrw==
+js-yaml@^4.1.1:
+  version "4.1.1"
+  resolved "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.1.tgz"
+  integrity sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==
+  dependencies:
+    argparse "^2.0.1"
+
+json-parse-even-better-errors@^2.3.1:
+  version "2.3.1"
+  resolved "https://registry.npmjs.org/json-parse-even-better-errors/-/json-parse-even-better-errors-2.3.1.tgz"
+  integrity sha512-xyFwyhro/JEof6Ghe2iz2NcXoj2sloNsWr/XsERDK/oiPCfaNhl5ONfp+jQdAZRQQ0IJWNzH9zIZF7li91kh2w==
 
 json-schema-traverse@^0.4.1:
   version "0.4.1"
-  resolved "https://registry.yarnpkg.com/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz#69f6a87d9513ab8bb8fe63bdb0979c448e684660"
+  resolved "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz"
   integrity sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg==
 
-json-schema@0.2.3:
-  version "0.2.3"
-  resolved "https://registry.yarnpkg.com/json-schema/-/json-schema-0.2.3.tgz#b480c892e59a2f05954ce727bd3f2a4e882f9e13"
-  integrity sha1-tIDIkuWaLwWVTOcnvT8qTogvnhM=
-
-json-stringify-safe@~5.0.1:
-  version "5.0.1"
-  resolved "https://registry.yarnpkg.com/json-stringify-safe/-/json-stringify-safe-5.0.1.tgz#1296a2d58fd45f19a0f6ce01d65701e2c735b6eb"
-  integrity sha1-Epai1Y/UXxmg9s4B1lcB4sc1tus=
-
-json3@^3.3.2:
-  version "3.3.2"
-  resolved "https://registry.yarnpkg.com/json3/-/json3-3.3.2.tgz#3c0434743df93e2f5c42aee7b19bcb483575f4e1"
-  integrity sha1-PAQ0dD35Pi9cQq7nsZvLSDV19OE=
+json-schema-traverse@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz"
+  integrity sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==
 
-json5@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/json5/-/json5-1.0.1.tgz#779fb0018604fa854eacbf6252180d83543e3dbe"
-  integrity sha512-aKS4WQjPenRxiQsC93MNfjx+nbF4PAdYzmd/1JIj8HYzqfbu86beTuNgXDzPknWk0n0uARlyewZo4s++ES36Ow==
-  dependencies:
-    minimist "^1.2.0"
+json5@^2.1.2:
+  version "2.2.3"
+  resolved "https://registry.npmjs.org/json5/-/json5-2.2.3.tgz"
+  integrity sha512-XmOWe7eyHYH14cLdVPoyg+GOH3rYX++KpzrylJwSW98t3Nk+U8XOl8FWKOgwtzdb8lXGf6zYwDUzeHMWfxasyg==
 
 jsonfile@^6.0.1:
-  version "6.1.0"
-  resolved "https://registry.yarnpkg.com/jsonfile/-/jsonfile-6.1.0.tgz#bc55b2634793c679ec6403094eb13698a6ec0aae"
-  integrity sha512-5dgndWOriYSm5cnYaJNhalLNDKOqFwyDB/rr1E9ZsGciGvKPs8R2xYGCacuf3z6K1YKDz182fd+fY3cn3pMqXQ==
+  version "6.2.0"
+  resolved "https://registry.npmjs.org/jsonfile/-/jsonfile-6.2.0.tgz"
+  integrity sha512-FGuPw30AdOIUTRMC2OMRtQV+jkVj2cfPqSeWXv1NEAJ1qZ5zb1X6z1mFhbfOB/iy3ssJCD+3KuZ8r8C3uVFlAg==
   dependencies:
     universalify "^2.0.0"
   optionalDependencies:
     graceful-fs "^4.1.6"
 
-jsprim@^1.2.2:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/jsprim/-/jsprim-1.4.1.tgz#313e66bc1e5cc06e438bc1b7499c2e5c56acb6a2"
-  integrity sha1-MT5mvB5cwG5Di8G3SZwuXFastqI=
-  dependencies:
-    assert-plus "1.0.0"
-    extsprintf "1.3.0"
-    json-schema "0.2.3"
-    verror "1.10.0"
-
-killable@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/killable/-/killable-1.0.1.tgz#4c8ce441187a061c7474fb87ca08e2a638194892"
-  integrity sha512-LzqtLKlUwirEUyl/nicirVmNiPvYs7l5n8wOPP7fyJVpUPkvCnW/vuiXGpylGUlnPDnB7311rARzAt3Mhswpjg==
-
-kind-of@^3.0.2, kind-of@^3.0.3, kind-of@^3.2.0:
-  version "3.2.2"
-  resolved "https://registry.yarnpkg.com/kind-of/-/kind-of-3.2.2.tgz#31ea21a734bab9bbb0f32466d893aea51e4a3c64"
-  integrity sha1-MeohpzS6ubuw8yRm2JOupR5KPGQ=
-  dependencies:
-    is-buffer "^1.1.5"
-
-kind-of@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/kind-of/-/kind-of-4.0.0.tgz#20813df3d712928b207378691a45066fae72dd57"
-  integrity sha1-IIE989cSkosgc3hpGkUGb65y3Vc=
-  dependencies:
-    is-buffer "^1.1.5"
-
-kind-of@^5.0.0:
-  version "5.1.0"
-  resolved "https://registry.yarnpkg.com/kind-of/-/kind-of-5.1.0.tgz#729c91e2d857b7a419a1f9aa65685c4c33f5845d"
-  integrity sha512-NGEErnH6F2vUuXDh+OlbcKW7/wOcfdRHaZ7VWtqCztfHri/++YKmP51OdWeGPuqCOba6kk2OTe5d02VmTB80Pw==
-
-kind-of@^6.0.0, kind-of@^6.0.2:
-  version "6.0.2"
-  resolved "https://registry.yarnpkg.com/kind-of/-/kind-of-6.0.2.tgz#01146b36a6218e64e58f3a8d66de5d7fc6f6d051"
-  integrity sha512-s5kLOcnH0XqDO+FvuaLX8DDjZ18CGFk7VygH40QoKPUQhW4e2rvM0rwUq0t8IQDOwYSeLK01U90OjzBTme2QqA==
+kind-of@^6.0.2:
+  version "6.0.3"
+  resolved "https://registry.npmjs.org/kind-of/-/kind-of-6.0.3.tgz"
+  integrity sha512-dcS1ul+9tmeD95T+x28/ehLgd9mENa3LsvDTtzm3vyBEO7RPptvAD+t44WVXaUjTBRcrpFeFlC8WCruUR456hw==
 
-lcid@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/lcid/-/lcid-2.0.0.tgz#6ef5d2df60e52f82eb228a4c373e8d1f397253cf"
-  integrity sha512-avPEb8P8EGnwXKClwsNUgryVjllcRqtMYa49NTsbQagYuT1DcXnl1915oxWjoyGrXR6zH/Y0Zc96xWsPcoDKeA==
-  dependencies:
-    invert-kv "^2.0.0"
-
-load-json-file@^1.0.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/load-json-file/-/load-json-file-1.1.0.tgz#956905708d58b4bab4c2261b04f59f31c99374c0"
-  integrity sha1-lWkFcI1YtLq0wiYbBPWfMcmTdMA=
+launch-editor@^2.6.0:
+  version "2.13.2"
+  resolved "https://registry.npmjs.org/launch-editor/-/launch-editor-2.13.2.tgz"
+  integrity sha512-4VVDnbOpLXy/s8rdRCSXb+zfMeFR0WlJWpET1iA9CQdlZDfwyLjUuGQzXU4VeOoey6AicSAluWan7Etga6Kcmg==
   dependencies:
-    graceful-fs "^4.1.2"
-    parse-json "^2.2.0"
-    pify "^2.0.0"
-    pinkie-promise "^2.0.0"
-    strip-bom "^2.0.0"
+    picocolors "^1.1.1"
+    shell-quote "^1.8.3"
 
-loader-runner@^2.3.0:
-  version "2.4.0"
-  resolved "https://registry.yarnpkg.com/loader-runner/-/loader-runner-2.4.0.tgz#ed47066bfe534d7e84c4c7b9998c2a75607d9357"
-  integrity sha512-Jsmr89RcXGIwivFY21FcRrisYZfvLMTWx5kOLc+JTxtpBOG6xML0vzbc6SEQG2FO9/4Fc3wW4LVcB5DmGflaRw==
+loader-runner@^4.3.1:
+  version "4.3.1"
+  resolved "https://registry.npmjs.org/loader-runner/-/loader-runner-4.3.1.tgz"
+  integrity sha512-IWqP2SCPhyVFTBtRcgMHdzlf9ul25NwaFx4wCEH/KjAXuuHY4yNjvPXsBokp8jCB936PyWRaPKUNh8NvylLp2Q==
 
-loader-utils@^1.0.1, loader-utils@^1.0.2, loader-utils@^1.1.0, loader-utils@^1.2.3:
-  version "1.2.3"
-  resolved "https://registry.yarnpkg.com/loader-utils/-/loader-utils-1.2.3.tgz#1ff5dc6911c9f0a062531a4c04b609406108c2c7"
-  integrity sha512-fkpz8ejdnEMG3s37wGL07iSBDg99O9D5yflE9RGNH3hRdx9SOwYfnGYdZOUIZitN8E+E2vkq3MUMYMvPYl5ZZA==
+loader-utils@^2.0.0:
+  version "2.0.4"
+  resolved "https://registry.npmjs.org/loader-utils/-/loader-utils-2.0.4.tgz"
+  integrity sha512-xXqpXoINfFhgua9xiqD8fPFHgkoq1mmmpE92WlDbm9rNRd/EbRb+Gqf908T2DMfuHjjJlksiK2RbHVOdD/MqSw==
   dependencies:
     big.js "^5.2.2"
-    emojis-list "^2.0.0"
-    json5 "^1.0.1"
+    emojis-list "^3.0.0"
+    json5 "^2.1.2"
 
-locate-path@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/locate-path/-/locate-path-3.0.0.tgz#dbec3b3ab759758071b58fe59fc41871af21400e"
-  integrity sha512-7AO748wWnIhNqAuaty2ZWHkQHRSNfPVIsPIfwEOWO22AmaoVrWavlOcMR5nzTLNYvp36X220/maaRsrec1G65A==
+locate-path@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.npmjs.org/locate-path/-/locate-path-5.0.0.tgz"
+  integrity sha512-t7hw9pI+WvuwNJXwk5zVHpyhIqzg2qTlklJOf0mVxGSbe3Fp2VieZcduNYjaLDoy6p9uGpQEGWG87WpMKlNq8g==
   dependencies:
-    p-locate "^3.0.0"
-    path-exists "^3.0.0"
+    p-locate "^4.1.0"
 
-lodash.get@^4.4.2:
+lodash.truncate@^4.4.2:
   version "4.4.2"
-  resolved "https://registry.yarnpkg.com/lodash.get/-/lodash.get-4.4.2.tgz#2d177f652fa31e939b4438d5341499dfa3825e99"
-  integrity sha1-LRd/ZS+jHpObRDjVNBSZ36OCXpk=
-
-lodash.isequal@^4.5.0:
-  version "4.5.0"
-  resolved "https://registry.yarnpkg.com/lodash.isequal/-/lodash.isequal-4.5.0.tgz#415c4478f2bcc30120c22ce10ed3226f7d3e18e0"
-  integrity sha1-QVxEePK8wwEgwizhDtMib30+GOA=
-
-lodash.tail@^4.1.1:
-  version "4.1.1"
-  resolved "https://registry.yarnpkg.com/lodash.tail/-/lodash.tail-4.1.1.tgz#d2333a36d9e7717c8ad2f7cacafec7c32b444664"
-  integrity sha1-0jM6NtnncXyK0vfKyv7HwytERmQ=
-
-lodash@^4.0.0, lodash@^4.17.11, lodash@^4.17.14, lodash@^4.17.15, lodash@~4.17.10:
-  version "4.17.21"
-  resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
-  integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
+  resolved "https://registry.npmjs.org/lodash.truncate/-/lodash.truncate-4.4.2.tgz"
+  integrity sha512-jttmRe7bRse52OsWIMDLaXxWqRAmtIUccAQ3garviCqJjafXOfNMO0yMfNpdD6zbGaTU0P5Nz7e7gAT6cKmJRw==
 
-loglevel@^1.4.1:
-  version "1.6.1"
-  resolved "https://registry.yarnpkg.com/loglevel/-/loglevel-1.6.1.tgz#e0fc95133b6ef276cdc8887cdaf24aa6f156f8fa"
-  integrity sha1-4PyVEztu8nbNyIh82vJKpvFW+Po=
+lodash@^4.17.23:
+  version "4.17.23"
+  resolved "https://registry.npmjs.org/lodash/-/lodash-4.17.23.tgz"
+  integrity sha512-LgVTMpQtIopCi79SJeDiP0TfWi5CNEc/L/aRdTh3yIvmZXTnheWpKjSZhnvMl8iXbC1tFg9gdHHDMLoV7CnG+w==
 
 loose-envify@^1.0.0, loose-envify@^1.1.0, loose-envify@^1.4.0:
   version "1.4.0"
-  resolved "https://registry.yarnpkg.com/loose-envify/-/loose-envify-1.4.0.tgz#71ee51fa7be4caec1a63839f7e682d8132d30caf"
+  resolved "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz"
   integrity sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q==
   dependencies:
     js-tokens "^3.0.0 || ^4.0.0"
 
-loud-rejection@^1.0.0:
-  version "1.6.0"
-  resolved "https://registry.yarnpkg.com/loud-rejection/-/loud-rejection-1.6.0.tgz#5b46f80147edee578870f086d04821cf998e551f"
-  integrity sha1-W0b4AUft7leIcPCG0Eghz5mOVR8=
-  dependencies:
-    currently-unhandled "^0.4.1"
-    signal-exit "^3.0.0"
-
-lru-cache@^4.0.1:
-  version "4.1.5"
-  resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-4.1.5.tgz#8bbe50ea85bed59bc9e33dcab8235ee9bcf443cd"
-  integrity sha512-sWZlbEP2OsHNkXrMl5GYk/jKk70MBng6UU4YI/qGDYbgf6YbP4EvmqISbXCoJiRKs+1bSpFHVgQxvJ17F2li5g==
-  dependencies:
-    pseudomap "^1.0.2"
-    yallist "^2.1.2"
-
-lru-cache@^5.1.1:
-  version "5.1.1"
-  resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-5.1.1.tgz#1da27e6710271947695daf6848e847f01d84b920"
-  integrity sha512-KpNARQA3Iwv+jTA0utUVVbrh+Jlrr1Fv0e56GGzAFOXN7dk/FviaDW8LHmK52DlcH4WP2n6gI8vN1aesBFgo9w==
-  dependencies:
-    yallist "^3.0.2"
-
-make-dir@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/make-dir/-/make-dir-2.1.0.tgz#5f0310e18b8be898cc07009295a30ae41e91e6f5"
-  integrity sha512-LS9X+dc8KLxXCb8dni79fLIIUA5VyZoyjSMCwTluaXA0o27cCK0bhXkpgw+sTXVpPy/lSO57ilRixqk0vDmtRA==
-  dependencies:
-    pify "^4.0.1"
-    semver "^5.6.0"
-
 make-error@^1.1.1:
   version "1.3.5"
-  resolved "https://registry.yarnpkg.com/make-error/-/make-error-1.3.5.tgz#efe4e81f6db28cadd605c70f29c831b58ef776c8"
+  resolved "https://registry.npmjs.org/make-error/-/make-error-1.3.5.tgz"
   integrity sha512-c3sIjNUow0+8swNwVpqoH4YCShKNFkMaw6oH1mNS2haDZQqkeZFlHS3dhoeEbKKmJB4vXpJucU6oH75aDYeE9g==
 
-mamacro@^0.0.3:
-  version "0.0.3"
-  resolved "https://registry.yarnpkg.com/mamacro/-/mamacro-0.0.3.tgz#ad2c9576197c9f1abf308d0787865bd975a3f3e4"
-  integrity sha512-qMEwh+UujcQ+kbz3T6V+wAmO2U8veoq2w+3wY8MquqwVA3jChfwY+Tk52GZKDfACEPjuZ7r2oJLejwpt8jtwTA==
-
-map-age-cleaner@^0.1.1:
-  version "0.1.3"
-  resolved "https://registry.yarnpkg.com/map-age-cleaner/-/map-age-cleaner-0.1.3.tgz#7d583a7306434c055fe474b0f45078e6e1b4b92a"
-  integrity sha512-bJzx6nMoP6PDLPBFmg7+xRKeFZvFboMrGlxmNj9ClvX53KrmvM5bXFXEWjbz4cz1AFn+jWJ9z/DJSz7hrs0w3w==
-  dependencies:
-    p-defer "^1.0.0"
-
-map-cache@^0.2.2:
-  version "0.2.2"
-  resolved "https://registry.yarnpkg.com/map-cache/-/map-cache-0.2.2.tgz#c32abd0bd6525d9b051645bb4f26ac5dc98a0dbf"
-  integrity sha1-wyq9C9ZSXZsFFkW7TyasXcmKDb8=
-
-map-obj@^1.0.0, map-obj@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/map-obj/-/map-obj-1.0.1.tgz#d933ceb9205d82bdcf4886f6742bdc2b4dea146d"
-  integrity sha1-2TPOuSBdgr3PSIb2dCvcK03qFG0=
-
-map-visit@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/map-visit/-/map-visit-1.0.0.tgz#ecdca8f13144e660f1b5bd41f12f3479d98dfb8f"
-  integrity sha1-7Nyo8TFE5mDxtb1B8S80edmN+48=
-  dependencies:
-    object-visit "^1.0.0"
-
-md5.js@^1.3.4:
-  version "1.3.5"
-  resolved "https://registry.yarnpkg.com/md5.js/-/md5.js-1.3.5.tgz#b5d07b8e3216e3e27cd728d72f70d1e6a342005f"
-  integrity sha512-xitP+WxNPcTTOgnTJcrhM0xvdPepipPSf3I8EIpGKeFLjt3PlJLIDG3u8EX53ZIubkb+5U2+3rELYpEhHhzdkg==
-  dependencies:
-    hash-base "^3.0.0"
-    inherits "^2.0.1"
-    safe-buffer "^5.1.2"
+math-intrinsics@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.npmjs.org/math-intrinsics/-/math-intrinsics-1.1.0.tgz"
+  integrity sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==
 
 media-typer@0.3.0:
   version "0.3.0"
-  resolved "https://registry.yarnpkg.com/media-typer/-/media-typer-0.3.0.tgz#8710d7af0aa626f8fffa1ce00168545263255748"
-  integrity sha1-hxDXrwqmJvj/+hzgAWhUUmMlV0g=
-
-mem@^4.0.0:
-  version "4.2.0"
-  resolved "https://registry.yarnpkg.com/mem/-/mem-4.2.0.tgz#5ee057680ed9cb8dad8a78d820f9a8897a102025"
-  integrity sha512-5fJxa68urlY0Ir8ijatKa3eRz5lwXnRCTvo9+TbTGAuTFJOwpGcY0X05moBd0nW45965Njt4CDI2GFQoG8DvqA==
-  dependencies:
-    map-age-cleaner "^0.1.1"
-    mimic-fn "^2.0.0"
-    p-is-promise "^2.0.0"
+  resolved "https://registry.npmjs.org/media-typer/-/media-typer-0.3.0.tgz"
+  integrity sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==
 
-memory-fs@^0.4.0, memory-fs@^0.4.1, memory-fs@~0.4.1:
-  version "0.4.1"
-  resolved "https://registry.yarnpkg.com/memory-fs/-/memory-fs-0.4.1.tgz#3a9a20b8462523e447cfbc7e8bb80ed667bfc552"
-  integrity sha1-OpoguEYlI+RHz7x+i7gO1me/xVI=
+memfs@^3.4.3:
+  version "3.5.3"
+  resolved "https://registry.npmjs.org/memfs/-/memfs-3.5.3.tgz"
+  integrity sha512-UERzLsxzllchadvbPs5aolHh65ISpKpM+ccLbOJ8/vvpBKmAWf+la7dXFy7Mr0ySHbdHrFv5kGFCUHHe6GFEmw==
   dependencies:
-    errno "^0.1.3"
-    readable-stream "^2.0.1"
+    fs-monkey "^1.0.4"
 
-meow@^3.7.0:
-  version "3.7.0"
-  resolved "https://registry.yarnpkg.com/meow/-/meow-3.7.0.tgz#72cb668b425228290abbfa856892587308a801fb"
-  integrity sha1-cstmi0JSKCkKu/qFaJJYcwioAfs=
-  dependencies:
-    camelcase-keys "^2.0.0"
-    decamelize "^1.1.2"
-    loud-rejection "^1.0.0"
-    map-obj "^1.0.1"
-    minimist "^1.1.3"
-    normalize-package-data "^2.3.4"
-    object-assign "^4.0.1"
-    read-pkg-up "^1.0.1"
-    redent "^1.0.0"
-    trim-newlines "^1.0.0"
-
-merge-descriptors@1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/merge-descriptors/-/merge-descriptors-1.0.1.tgz#b00aaa556dd8b44568150ec9d1b953f3f90cbb61"
-  integrity sha1-sAqqVW3YtEVoFQ7J0blT8/kMu2E=
+merge-descriptors@1.0.3:
+  version "1.0.3"
+  resolved "https://registry.npmjs.org/merge-descriptors/-/merge-descriptors-1.0.3.tgz"
+  integrity sha512-gaNvAS7TZ897/rVaZ0nMtAyxNyi/pdbjbAwUpFQpN70GqnVfOiXpeUUMKRBmzXaSQ8DdTX4/0ms62r2K+hE6mQ==
+
+merge-stream@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmjs.org/merge-stream/-/merge-stream-2.0.0.tgz"
+  integrity sha512-abv/qOcuPfk3URPfDzmZU1LKmuw8kT+0nIHvKrKgFrwifol/doWcdA4ZqsWQ8ENrFKkd67Mfpo/LovbIUsbt3w==
 
 methods@~1.1.2:
   version "1.1.2"
-  resolved "https://registry.yarnpkg.com/methods/-/methods-1.1.2.tgz#5529a4d67654134edcc5266656835b0f851afcee"
-  integrity sha1-VSmk1nZUE07cxSZmVoNbD4Ua/O4=
-
-micromatch@^3.0.4, micromatch@^3.1.10, micromatch@^3.1.4, micromatch@^3.1.8:
-  version "3.1.10"
-  resolved "https://registry.yarnpkg.com/micromatch/-/micromatch-3.1.10.tgz#70859bc95c9840952f359a068a3fc49f9ecfac23"
-  integrity sha512-MWikgl9n9M3w+bpsY3He8L+w9eF9338xRl8IAO5viDizwSzziFEyUzo2xrrloB64ADbTf8uA8vRqqttDTOmccg==
-  dependencies:
-    arr-diff "^4.0.0"
-    array-unique "^0.3.2"
-    braces "^2.3.1"
-    define-property "^2.0.2"
-    extend-shallow "^3.0.2"
-    extglob "^2.0.4"
-    fragment-cache "^0.2.1"
-    kind-of "^6.0.2"
-    nanomatch "^1.2.9"
-    object.pick "^1.3.0"
-    regex-not "^1.0.0"
-    snapdragon "^0.8.1"
-    to-regex "^3.0.2"
+  resolved "https://registry.npmjs.org/methods/-/methods-1.1.2.tgz"
+  integrity sha512-iclAHeNqNm68zFtnZ0e+1L2yUIdvzNoauKU4WBA3VvH/vPFieF7qfRlwUZU+DA9P9bPXIS90ulxoUoCH23sV2w==
 
-micromatch@^4.0.0:
+micromatch@^4.0.0, micromatch@^4.0.2:
   version "4.0.2"
-  resolved "https://registry.yarnpkg.com/micromatch/-/micromatch-4.0.2.tgz#4fcb0999bf9fbc2fcbdd212f6d629b9a56c39259"
+  resolved "https://registry.npmjs.org/micromatch/-/micromatch-4.0.2.tgz"
   integrity sha512-y7FpHSbMUMoyPbYUSzO6PaZ6FyRnQOpHuKwbo1G+Knck95XVU4QAiKdGEnj5wwoS7PlOgthX/09u5iFJ+aYf5Q==
   dependencies:
     braces "^3.0.1"
     picomatch "^2.0.5"
 
-miller-rabin@^4.0.0:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/miller-rabin/-/miller-rabin-4.0.1.tgz#f080351c865b0dc562a8462966daa53543c78a4d"
-  integrity sha512-115fLhvZVqWwHPbClyntxEVfVDfl9DLLTuJvq3g2O/Oxi8AiNouAHvDSzHS0viUJc+V5vm3eq91Xwqn9dp4jRA==
-  dependencies:
-    bn.js "^4.0.0"
-    brorand "^1.0.1"
-
-"mime-db@>= 1.38.0 < 2", mime-db@~1.38.0:
-  version "1.38.0"
-  resolved "https://registry.yarnpkg.com/mime-db/-/mime-db-1.38.0.tgz#1a2aab16da9eb167b49c6e4df2d9c68d63d8e2ad"
-  integrity sha512-bqVioMFFzc2awcdJZIzR3HjZFX20QhilVS7hytkKrv7xFAn8bM1gzc/FOX2awLISvWe0PV8ptFKcon+wZ5qYkg==
+"mime-db@>= 1.43.0 < 2", mime-db@1.52.0:
+  version "1.52.0"
+  resolved "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz"
+  integrity sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==
 
-mime-types@^2.1.12, mime-types@~2.1.17, mime-types@~2.1.18, mime-types@~2.1.19:
-  version "2.1.22"
-  resolved "https://registry.yarnpkg.com/mime-types/-/mime-types-2.1.22.tgz#fe6b355a190926ab7698c9a0556a11199b2199bd"
-  integrity sha512-aGl6TZGnhm/li6F7yx82bJiBZwgiEa4Hf6CNr8YO+r5UHr53tSTYZb102zyU50DOWWKeOv0uQLRL0/9EiKWCog==
+mime-types@^2.1.12, mime-types@^2.1.27, mime-types@^2.1.31, mime-types@~2.1.17, mime-types@~2.1.24, mime-types@~2.1.34:
+  version "2.1.35"
+  resolved "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz"
+  integrity sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==
   dependencies:
-    mime-db "~1.38.0"
+    mime-db "1.52.0"
 
-mime@1.4.1:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/mime/-/mime-1.4.1.tgz#121f9ebc49e3766f311a76e1fa1c8003c4b03aa6"
-  integrity sha512-KI1+qOZu5DcW6wayYHSzR/tXKCDC5Om4s1z2QJjDULzLcmf3DvzS7oluY4HCTrc+9FiKmWUgeNLg7W3uIQvxtQ==
-
-mime@^2.3.1:
-  version "2.4.0"
-  resolved "https://registry.yarnpkg.com/mime/-/mime-2.4.0.tgz#e051fd881358585f3279df333fe694da0bcffdd6"
-  integrity sha512-ikBcWwyqXQSHKtciCcctu9YfPbFYZ4+gbHEmE0Q8jzcTYQg5dHCr3g2wwAZjPoJfQVXZq6KXAjpXOTf5/cjT7w==
+mime@1.6.0:
+  version "1.6.0"
+  resolved "https://registry.npmjs.org/mime/-/mime-1.6.0.tgz"
+  integrity sha512-x0Vn8spI+wuJ1O6S7gnbaQg8Pxh4NNHb7KSINmEWKiPE4RKOplvijn+NkmYmmRgP68mc70j2EbeTFRsrswaQeg==
 
-mimic-fn@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/mimic-fn/-/mimic-fn-2.0.0.tgz#0913ff0b121db44ef5848242c38bbb35d44cabde"
-  integrity sha512-jbex9Yd/3lmICXwYT6gA/j2mNQGU48wCh/VzRd+/Y/PjYQtlg1gLMdZqvu9s/xH7qKvngxRObl56XZR609IMbA==
+mimic-fn@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.npmjs.org/mimic-fn/-/mimic-fn-2.1.0.tgz"
+  integrity sha512-OqbOk5oEQeAZ8WXWydlu9HJjz9WVdEIvamMCcXmuqUYjTknH/sqsWvhQ3vgwKFRR1HpjvNBKQ37nbJgYzGqGcg==
 
-minimalistic-assert@^1.0.0, minimalistic-assert@^1.0.1:
+minimalistic-assert@^1.0.0:
   version "1.0.1"
-  resolved "https://registry.yarnpkg.com/minimalistic-assert/-/minimalistic-assert-1.0.1.tgz#2e194de044626d4a10e7f7fbc00ce73e83e4d5c7"
+  resolved "https://registry.npmjs.org/minimalistic-assert/-/minimalistic-assert-1.0.1.tgz"
   integrity sha512-UtJcAD4yEaGtjPezWuO9wC4nwUnVH/8/Im3yEHQP4b67cXlD/Qr9hdITCU1xDbSEXg2XKNaP8jsReV7vQd00/A==
 
-minimalistic-crypto-utils@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/minimalistic-crypto-utils/-/minimalistic-crypto-utils-1.0.1.tgz#f6c00c1c0b082246e5c4d99dfb8c7c083b2b582a"
-  integrity sha1-9sAMHAsIIkblxNmd+4x8CDsrWCo=
-
-minimatch@^3.0.4, minimatch@~3.0.2:
+minimatch@^3.0.4:
   version "3.0.4"
-  resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-3.0.4.tgz#5166e286457f03306064be5497e8dbb0c3d32083"
+  resolved "https://registry.npmjs.org/minimatch/-/minimatch-3.0.4.tgz"
   integrity sha512-yJHVQEhyqPLUTgt9B83PXu6W3rx4MvvHvSUvToogpwoGDOUQ+yDrR0HRot+yOCdCO7u4hX3pWft6kWBBcqh0UA==
   dependencies:
     brace-expansion "^1.1.7"
 
-minimist@^1.1.3, minimist@^1.2.0, minimist@^1.2.6:
+minimist@^1.2.6:
   version "1.2.6"
   resolved "https://registry.npmjs.org/minimist/-/minimist-1.2.6.tgz"
   integrity sha512-Jsjnk4bw3YJqYzbdyBiNsPWHPfO++UGG749Cxs6peCu5Xg4nrena6OVxOYxrQTqww0Jmwt+Ref8rggumkTLz9Q==
 
-minipass@^2.2.1, minipass@^2.3.4:
-  version "2.3.5"
-  resolved "https://registry.yarnpkg.com/minipass/-/minipass-2.3.5.tgz#cacebe492022497f656b0f0f51e2682a9ed2d848"
-  integrity sha512-Gi1W4k059gyRbyVUZQ4mEqLm0YIUiGYfvxhF6SIlk3ui1WVxMTGfGdQ2SInh3PDrRTVvPKgULkpJtT4RH10+VA==
-  dependencies:
-    safe-buffer "^5.1.2"
-    yallist "^3.0.0"
-
-minizlib@^1.1.1:
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/minizlib/-/minizlib-1.2.1.tgz#dd27ea6136243c7c880684e8672bb3a45fd9b614"
-  integrity sha512-7+4oTUOWKg7AuL3vloEWekXY2/D20cevzsrNT2kGWm+39J9hGTCBv8VI5Pm5lXZ/o3/mdR4f8rflAPhnQb8mPA==
-  dependencies:
-    minipass "^2.2.1"
-
-mississippi@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/mississippi/-/mississippi-3.0.0.tgz#ea0a3291f97e0b5e8776b363d5f0a12d94c67022"
-  integrity sha512-x471SsVjUtBRtcvd4BzKE9kFC+/2TeWgKCgw0bZcw1b9l2X3QX5vCWgF+KaZaYm87Ss//rHnWryupDrgLvmSkA==
-  dependencies:
-    concat-stream "^1.5.0"
-    duplexify "^3.4.2"
-    end-of-stream "^1.1.0"
-    flush-write-stream "^1.0.0"
-    from2 "^2.1.0"
-    parallel-transform "^1.1.0"
-    pump "^3.0.0"
-    pumpify "^1.3.3"
-    stream-each "^1.1.0"
-    through2 "^2.0.0"
-
-mixin-deep@^1.2.0:
-  version "1.3.2"
-  resolved "https://registry.yarnpkg.com/mixin-deep/-/mixin-deep-1.3.2.tgz#1120b43dc359a785dce65b55b82e257ccf479566"
-  integrity sha512-WRoDn//mXBiJ1H40rqa3vH0toePwSsGb45iInWlTySa+Uu4k3tYUSxa2v1KqAiLtvlrSzaExqS1gtk96A9zvEA==
-  dependencies:
-    for-in "^1.0.2"
-    is-extendable "^1.0.1"
-
-mixin-object@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/mixin-object/-/mixin-object-2.0.1.tgz#4fb949441dab182540f1fe035ba60e1947a5e57e"
-  integrity sha1-T7lJRB2rGCVA8f4DW6YOGUel5X4=
-  dependencies:
-    for-in "^0.1.3"
-    is-extendable "^0.1.1"
-
-mkdirp@0.5.x, "mkdirp@>=0.5 0", mkdirp@^0.5.0, mkdirp@^0.5.1, mkdirp@~0.5.0:
+mkdirp@^0.5.1:
   version "0.5.6"
-  resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-0.5.6.tgz#7def03d2432dcae4ba1d611445c48396062255f6"
+  resolved "https://registry.npmjs.org/mkdirp/-/mkdirp-0.5.6.tgz"
   integrity sha512-FP+p8RB8OWpF3YZBCrP5gtADmtXApB5AMLn+vdyA+PyxCjrCs00mjyUozssO33cwDeT3wNGdLxJ5M//YqtHAJw==
   dependencies:
     minimist "^1.2.6"
 
-module-alias@^2.2.2:
-  version "2.2.2"
-  resolved "https://registry.yarnpkg.com/module-alias/-/module-alias-2.2.2.tgz#151cdcecc24e25739ff0aa6e51e1c5716974c0e0"
-  integrity sha512-A/78XjoX2EmNvppVWEhM2oGk3x4lLxnkEA4jTbaK97QKSDjkIoOsKQlfylt/d3kKKi596Qy3NP5XrXJ6fZIC9Q==
+module-alias@^2.3.4:
+  version "2.3.4"
+  resolved "https://registry.npmjs.org/module-alias/-/module-alias-2.3.4.tgz"
+  integrity sha512-bOclZt8hkpuGgSSoG07PKmvzTizROilUTvLNyrMqvlC9snhs7y7GzjNWAVbISIOlhCP1T14rH1PDAV9iNyBq/w==
 
 monaco-editor-webpack-plugin@^1.7.0:
   version "1.7.0"
-  resolved "https://registry.yarnpkg.com/monaco-editor-webpack-plugin/-/monaco-editor-webpack-plugin-1.7.0.tgz#920cbeecca25f15d70d568a7e11b0ba4daf1ae83"
+  resolved "https://registry.npmjs.org/monaco-editor-webpack-plugin/-/monaco-editor-webpack-plugin-1.7.0.tgz"
   integrity sha512-oItymcnlL14Sjd7EF7q+CMhucfwR/2BxsqrXIBrWL6LQplFfAfV+grLEQRmVHeGSBZ/Gk9ptzfueXnWcoEcFuA==
   dependencies:
     "@types/webpack" "^4.4.19"
 
 monaco-editor@^0.16.0:
   version "0.16.2"
-  resolved "https://registry.yarnpkg.com/monaco-editor/-/monaco-editor-0.16.2.tgz#950084ed82eeaef1c8c9d3c1bcab849fe11b2415"
+  resolved "https://registry.npmjs.org/monaco-editor/-/monaco-editor-0.16.2.tgz"
   integrity sha512-NtGrFzf54jADe7qsWh3lazhS7Kj0XHkJUGBq9fA/Jbwc+sgVcyfsYF6z2AQ7hPqDC+JmdOt/OwFjBnRwqXtx6w==
 
 monaco-editor@^0.20.0:
   version "0.20.0"
-  resolved "https://registry.yarnpkg.com/monaco-editor/-/monaco-editor-0.20.0.tgz#5d5009343a550124426cb4d965a4d27a348b4dea"
+  resolved "https://registry.npmjs.org/monaco-editor/-/monaco-editor-0.20.0.tgz"
   integrity sha512-hkvf4EtPJRMQlPC3UbMoRs0vTAFAYdzFQ+gpMb8A+9znae1c43q8Mab9iVsgTcg/4PNiLGGn3SlDIa8uvK1FIQ==
 
-move-concurrently@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/move-concurrently/-/move-concurrently-1.0.1.tgz#be2c005fda32e0b29af1f05d7c4b33214c701f92"
-  integrity sha1-viwAX9oy4LKa8fBdfEszIUxwH5I=
-  dependencies:
-    aproba "^1.1.1"
-    copy-concurrently "^1.0.0"
-    fs-write-stream-atomic "^1.0.8"
-    mkdirp "^0.5.1"
-    rimraf "^2.5.4"
-    run-queue "^1.0.3"
+ms@^2.1.3:
+  version "2.1.3"
+  resolved "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz"
+  integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
 
 ms@2.0.0:
   version "2.0.0"
-  resolved "https://registry.yarnpkg.com/ms/-/ms-2.0.0.tgz#5608aeadfc00be6c2901df5f9861788de0d597c8"
-  integrity sha1-VgiurfwAvmwpAd9fmGF4jeDVl8g=
-
-ms@^2.1.1:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.1.tgz#30a5864eb3ebb0a66f2ebe6d727af06a09d86e0a"
-  integrity sha512-tgp+dl5cGk28utYktBsrFqA7HKgrhgPsg6Z/EfhWI4gl1Hwq8B/GmY/0oXZ6nF8hDVesS/FpnYaD/kOWhYQvyg==
+  resolved "https://registry.npmjs.org/ms/-/ms-2.0.0.tgz"
+  integrity sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A==
 
-multicast-dns-service-types@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/multicast-dns-service-types/-/multicast-dns-service-types-1.1.0.tgz#899f11d9686e5e05cb91b35d5f0e63b773cfc901"
-  integrity sha1-iZ8R2WhuXgXLkbNdXw5jt3PPyQE=
+ms@2.1.3:
+  version "2.1.3"
+  resolved "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz"
+  integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
 
-multicast-dns@^6.0.1:
-  version "6.2.3"
-  resolved "https://registry.yarnpkg.com/multicast-dns/-/multicast-dns-6.2.3.tgz#a0ec7bd9055c4282f790c3c82f4e28db3b31b229"
-  integrity sha512-ji6J5enbMyGRHIAkAOu3WdV8nggqviKCEKtXcOqfphZZtQrmHKycfynJ2V7eVPUA4NhJ6V7Wf4TmGbTwKE9B6g==
+multicast-dns@^7.2.5:
+  version "7.2.5"
+  resolved "https://registry.npmjs.org/multicast-dns/-/multicast-dns-7.2.5.tgz"
+  integrity sha512-2eznPJP8z2BFLX50tf0LuODrpINqP1RVIm/CObbTcBRITQgmC/TjcREF1NeTBzIcR5XO/ukWo+YHOjBbFwIupg==
   dependencies:
-    dns-packet "^1.3.1"
+    dns-packet "^5.2.2"
     thunky "^1.0.2"
 
-nan@^2.13.2:
-  version "2.14.1"
-  resolved "https://registry.yarnpkg.com/nan/-/nan-2.14.1.tgz#d7be34dfa3105b91494c3147089315eff8874b01"
-  integrity sha512-isWHgVjnFjh2x2yuJ/tj3JbwoHu3UC2dX5G/88Cm24yB6YopVgxvBObDY7n5xW6ExmFhJpSEQqFPvq9zaXc8Jw==
-
-nan@^2.9.2:
-  version "2.13.2"
-  resolved "https://registry.yarnpkg.com/nan/-/nan-2.13.2.tgz#f51dc7ae66ba7d5d55e1e6d4d8092e802c9aefe7"
-  integrity sha512-TghvYc72wlMGMVMluVo9WRJc0mB8KxxF/gZ4YYFy7V2ZQX9l7rgbPg7vjS9mt6U5HXODVFVI2bOduCzwOMv/lw==
-
-nanomatch@^1.2.9:
-  version "1.2.13"
-  resolved "https://registry.yarnpkg.com/nanomatch/-/nanomatch-1.2.13.tgz#b87a8aa4fc0de8fe6be88895b38983ff265bd119"
-  integrity sha512-fpoe2T0RbHwBTBUOftAfBPaDEi06ufaUai0mE6Yn1kacc3SnTErfb/h+X94VXzI64rKFHYImXSvdwGGCmwOqCA==
-  dependencies:
-    arr-diff "^4.0.0"
-    array-unique "^0.3.2"
-    define-property "^2.0.2"
-    extend-shallow "^3.0.2"
-    fragment-cache "^0.2.1"
-    is-windows "^1.0.2"
-    kind-of "^6.0.2"
-    object.pick "^1.3.0"
-    regex-not "^1.0.0"
-    snapdragon "^0.8.1"
-    to-regex "^3.0.1"
+nanoid@^3.3.11:
+  version "3.3.11"
+  resolved "https://registry.npmjs.org/nanoid/-/nanoid-3.3.11.tgz"
+  integrity sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w==
 
-needle@^2.2.1:
-  version "2.2.4"
-  resolved "https://registry.yarnpkg.com/needle/-/needle-2.2.4.tgz#51931bff82533b1928b7d1d69e01f1b00ffd2a4e"
-  integrity sha512-HyoqEb4wr/rsoaIDfTH2aVL9nWtQqba2/HvMv+++m8u0dz808MaagKILxtfeSN7QU7nvbQ79zk3vYOJp9zsNEA==
-  dependencies:
-    debug "^2.1.2"
-    iconv-lite "^0.4.4"
-    sax "^1.2.4"
+negotiator@~0.6.4:
+  version "0.6.4"
+  resolved "https://registry.npmjs.org/negotiator/-/negotiator-0.6.4.tgz"
+  integrity sha512-myRT3DiWPHqho5PrJaIRyaMv2kgYf0mUVgBNOYMuCH5Ki1yEiQaf/ZJuQ62nvpc44wL5WDbTX7yGJi1Neevw8w==
 
-negotiator@0.6.1:
-  version "0.6.1"
-  resolved "https://registry.yarnpkg.com/negotiator/-/negotiator-0.6.1.tgz#2b327184e8992101177b28563fb5e7102acd0ca9"
-  integrity sha1-KzJxhOiZIQEXeyhWP7XnECrNDKk=
+negotiator@0.6.3:
+  version "0.6.3"
+  resolved "https://registry.npmjs.org/negotiator/-/negotiator-0.6.3.tgz"
+  integrity sha512-+EUsqGPLsM+j/zdChZjsnX51g4XrHFOIXwfnCVPGlQk/k5giakcKsuxCObBRu6DSm9opw/O6slWbJdghQM4bBg==
 
-neo-async@^2.5.0:
-  version "2.6.0"
-  resolved "https://registry.yarnpkg.com/neo-async/-/neo-async-2.6.0.tgz#b9d15e4d71c6762908654b5183ed38b753340835"
-  integrity sha512-MFh0d/Wa7vkKO3Y3LlacqAEeHK0mckVqzDieUKTT+KGxi+zIpeVsFxymkIiRpbpDziHc290Xr9A1O4Om7otoRA==
+neo-async@^2.6.2:
+  version "2.6.2"
+  resolved "https://registry.npmjs.org/neo-async/-/neo-async-2.6.2.tgz"
+  integrity sha512-Yd3UES5mWCSqR+qNT93S3UoYUkqAZ9lLg8a7g9rimsWmYGK8cVToA4/sF3RrshdyV3sAGMXVUmpMYOw+dLpOuw==
 
-nice-try@^1.0.4:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/nice-try/-/nice-try-1.0.5.tgz#a3378a7696ce7d223e88fc9b764bd7ef1089e366"
-  integrity sha512-1nh45deeb5olNY7eX82BkPO7SSxR5SSYJiPTrTdFUVYwAl8CKMA5N9PjTYkHiRjisVcxcQ1HXdLhx2qxxJzLNQ==
-
-node-fetch@^2.6.0:
-  version "2.6.1"
-  resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.6.1.tgz#045bd323631f76ed2e2b55573394416b639a0052"
-  integrity sha512-V4aYg89jEoVRxRb2fJdAg8FHvI7cEyYdVAh94HH0UIK8oJxUfkjlDQN9RbMx+bEjP7+ggMiFRprSti032Oipxw==
-
-node-forge@0.7.5:
-  version "0.7.5"
-  resolved "https://registry.yarnpkg.com/node-forge/-/node-forge-0.7.5.tgz#6c152c345ce11c52f465c2abd957e8639cd674df"
-  integrity sha512-MmbQJ2MTESTjt3Gi/3yG1wGpIMhUfcIypUCGtTizFR9IiccFwxSpfp0vtIZlkFclEqERemxfnSdZEMR9VqqEFQ==
-
-node-gyp@^3.8.0:
-  version "3.8.0"
-  resolved "https://registry.yarnpkg.com/node-gyp/-/node-gyp-3.8.0.tgz#540304261c330e80d0d5edce253a68cb3964218c"
-  integrity sha512-3g8lYefrRRzvGeSowdJKAKyks8oUpLEd/DyPV4eMhVlhJ0aNaZqIrNUIPuEWWTAoPqyFkfGrM67MC69baqn6vA==
-  dependencies:
-    fstream "^1.0.0"
-    glob "^7.0.3"
-    graceful-fs "^4.1.2"
-    mkdirp "^0.5.0"
-    nopt "2 || 3"
-    npmlog "0 || 1 || 2 || 3 || 4"
-    osenv "0"
-    request "^2.87.0"
-    rimraf "2"
-    semver "~5.3.0"
-    tar "^2.0.0"
-    which "1"
-
-node-libs-browser@^2.0.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/node-libs-browser/-/node-libs-browser-2.2.0.tgz#c72f60d9d46de08a940dedbb25f3ffa2f9bbaa77"
-  integrity sha512-5MQunG/oyOaBdttrL40dA7bUfPORLRWMUJLQtMg7nluxUvk5XwnLdL9twQHFAjRx/y7mIMkLKT9++qPbbk6BZA==
-  dependencies:
-    assert "^1.1.1"
-    browserify-zlib "^0.2.0"
-    buffer "^4.3.0"
-    console-browserify "^1.1.0"
-    constants-browserify "^1.0.0"
-    crypto-browserify "^3.11.0"
-    domain-browser "^1.1.1"
-    events "^3.0.0"
-    https-browserify "^1.0.0"
-    os-browserify "^0.3.0"
-    path-browserify "0.0.0"
-    process "^0.11.10"
-    punycode "^1.2.4"
-    querystring-es3 "^0.2.0"
-    readable-stream "^2.3.3"
-    stream-browserify "^2.0.1"
-    stream-http "^2.7.2"
-    string_decoder "^1.0.0"
-    timers-browserify "^2.0.4"
-    tty-browserify "0.0.0"
-    url "^0.11.0"
-    util "^0.11.0"
-    vm-browserify "0.0.4"
-
-node-pre-gyp@^0.10.0:
-  version "0.10.3"
-  resolved "https://registry.yarnpkg.com/node-pre-gyp/-/node-pre-gyp-0.10.3.tgz#3070040716afdc778747b61b6887bf78880b80fc"
-  integrity sha512-d1xFs+C/IPS8Id0qPTZ4bUT8wWryfR/OzzAFxweG+uLN85oPzyo2Iw6bVlLQ/JOdgNonXLCoRyqDzDWq4iw72A==
-  dependencies:
-    detect-libc "^1.0.2"
-    mkdirp "^0.5.1"
-    needle "^2.2.1"
-    nopt "^4.0.1"
-    npm-packlist "^1.1.6"
-    npmlog "^4.0.2"
-    rc "^1.2.7"
-    rimraf "^2.6.1"
-    semver "^5.3.0"
-    tar "^4"
-
-node-sass@^4.14.1:
-  version "4.14.1"
-  resolved "https://registry.yarnpkg.com/node-sass/-/node-sass-4.14.1.tgz#99c87ec2efb7047ed638fb4c9db7f3a42e2217b5"
-  integrity sha512-sjCuOlvGyCJS40R8BscF5vhVlQjNN069NtQ1gSxyK1u9iqvn6tf7O1R4GNowVZfiZUCRt5MmMs1xd+4V/7Yr0g==
-  dependencies:
-    async-foreach "^0.1.3"
-    chalk "^1.1.1"
-    cross-spawn "^3.0.0"
-    gaze "^1.0.0"
-    get-stdin "^4.0.1"
-    glob "^7.0.3"
-    in-publish "^2.0.0"
-    lodash "^4.17.15"
-    meow "^3.7.0"
-    mkdirp "^0.5.1"
-    nan "^2.13.2"
-    node-gyp "^3.8.0"
-    npmlog "^4.0.0"
-    request "^2.88.0"
-    sass-graph "2.2.5"
-    stdout-stream "^1.4.0"
-    "true-case-path" "^1.0.2"
-
-"nopt@2 || 3":
-  version "3.0.6"
-  resolved "https://registry.yarnpkg.com/nopt/-/nopt-3.0.6.tgz#c6465dbf08abcd4db359317f79ac68a646b28ff9"
-  integrity sha1-xkZdvwirzU2zWTF/eaxopkayj/k=
-  dependencies:
-    abbrev "1"
-
-nopt@^4.0.1:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/nopt/-/nopt-4.0.1.tgz#d0d4685afd5415193c8c7505602d0d17cd64474d"
-  integrity sha1-0NRoWv1UFRk8jHUFYC0NF81kR00=
-  dependencies:
-    abbrev "1"
-    osenv "^0.1.4"
+node-addon-api@^7.0.0:
+  version "7.1.1"
+  resolved "https://registry.npmjs.org/node-addon-api/-/node-addon-api-7.1.1.tgz"
+  integrity sha512-5m3bsyrjFWE1xf7nz7YXdN4udnVtXK6/Yfgn5qnahL6bCkf2yKt4k3nuTKAtT4r3IG8JNR2ncsIMdZuAzJjHQQ==
 
-normalize-package-data@^2.3.2, normalize-package-data@^2.3.4:
-  version "2.5.0"
-  resolved "https://registry.yarnpkg.com/normalize-package-data/-/normalize-package-data-2.5.0.tgz#e66db1838b200c1dfc233225d12cb36520e234a8"
-  integrity sha512-/5CMN3T0R4XTj4DcGaexo+roZSdSFW/0AOOTROrjxzCG1wrWXEsGbRKevjlIL+ZDE4sZlJr5ED4YW0yqmkK+eA==
-  dependencies:
-    hosted-git-info "^2.1.4"
-    resolve "^1.10.0"
-    semver "2 || 3 || 4 || 5"
-    validate-npm-package-license "^3.0.1"
+node-forge@^1:
+  version "1.4.0"
+  resolved "https://registry.npmjs.org/node-forge/-/node-forge-1.4.0.tgz"
+  integrity sha512-LarFH0+6VfriEhqMMcLX2F7SwSXeWwnEAJEsYm5QKWchiVYVvJyV9v7UDvUv+w5HO23ZpQTXDv/GxdDdMyOuoQ==
 
-normalize-path@^2.1.1:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/normalize-path/-/normalize-path-2.1.1.tgz#1ab28b556e198363a8c1a6f7e6fa20137fe6aed9"
-  integrity sha1-GrKLVW4Zg2Oowab35vogE3/mrtk=
-  dependencies:
-    remove-trailing-separator "^1.0.1"
+node-releases@^2.0.27:
+  version "2.0.36"
+  resolved "https://registry.npmjs.org/node-releases/-/node-releases-2.0.36.tgz"
+  integrity sha512-TdC8FSgHz8Mwtw9g5L4gR/Sh9XhSP/0DEkQxfEFXOpiul5IiHgHan2VhYYb6agDSfp4KuvltmGApc8HMgUrIkA==
 
-normalize-path@^3.0.0:
+normalize-path@^3.0.0, normalize-path@~3.0.0:
   version "3.0.0"
-  resolved "https://registry.yarnpkg.com/normalize-path/-/normalize-path-3.0.0.tgz#0dcd69ff23a1c9b11fd0978316644a0388216a65"
+  resolved "https://registry.npmjs.org/normalize-path/-/normalize-path-3.0.0.tgz"
   integrity sha512-6eZs5Ls3WtCisHWp9S2GUy8dqkpGi4BVSz3GaqiE6ezub0512ESztXUwUB6C6IKbQkY2Pnb/mD4WYojCRwcwLA==
 
-npm-bundled@^1.0.1:
-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/npm-bundled/-/npm-bundled-1.0.6.tgz#e7ba9aadcef962bb61248f91721cd932b3fe6bdd"
-  integrity sha512-8/JCaftHwbd//k6y2rEWp6k1wxVfpFzB6t1p825+cUb7Ym2XQfhwIC5KwhrvzZRJu+LtDE585zVaS32+CGtf0g==
-
-npm-packlist@^1.1.6:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/npm-packlist/-/npm-packlist-1.4.1.tgz#19064cdf988da80ea3cee45533879d90192bbfbc"
-  integrity sha512-+TcdO7HJJ8peiiYhvPxsEDhF3PJFGUGRcFsGve3vxvxdcpO2Z4Z7rkosRM0kWj6LfbK/P0gu3dzk5RU1ffvFcw==
-  dependencies:
-    ignore-walk "^3.0.1"
-    npm-bundled "^1.0.1"
-
-npm-run-path@^2.0.0:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/npm-run-path/-/npm-run-path-2.0.2.tgz#35a9232dfa35d7067b4cb2ddf2357b1871536c5f"
-  integrity sha1-NakjLfo11wZ7TLLd8jV7GHFTbF8=
-  dependencies:
-    path-key "^2.0.0"
-
-"npmlog@0 || 1 || 2 || 3 || 4", npmlog@^4.0.0, npmlog@^4.0.2:
-  version "4.1.2"
-  resolved "https://registry.yarnpkg.com/npmlog/-/npmlog-4.1.2.tgz#08a7f2a8bf734604779a9efa4ad5cc717abb954b"
-  integrity sha512-2uUqazuKlTaSI/dC8AzicUck7+IrEaOnN/e0jd3Xtt1KcGpwx30v50mL7oPyr/h9bL3E4aZccVwpwP+5W9Vjkg==
+npm-run-path@^4.0.1:
+  version "4.0.1"
+  resolved "https://registry.npmjs.org/npm-run-path/-/npm-run-path-4.0.1.tgz"
+  integrity sha512-S48WzZW777zhNIrn7gxOlISNAqi9ZC/uQFnRdbeIHhZhCA6UqpkOT8T1G7BvfdgP4Er8gF4sUbaS0i7QvIfCWw==
   dependencies:
-    are-we-there-yet "~1.1.2"
-    console-control-strings "~1.1.0"
-    gauge "~2.7.3"
-    set-blocking "~2.0.0"
-
-number-is-nan@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/number-is-nan/-/number-is-nan-1.0.1.tgz#097b602b53422a522c1afb8790318336941a011d"
-  integrity sha1-CXtgK1NCKlIsGvuHkDGDNpQaAR0=
+    path-key "^3.0.0"
 
-oauth-sign@~0.9.0:
-  version "0.9.0"
-  resolved "https://registry.yarnpkg.com/oauth-sign/-/oauth-sign-0.9.0.tgz#47a7b016baa68b5fa0ecf3dee08a85c679ac6455"
-  integrity sha512-fexhUFFPTGV8ybAtSIGbV6gOkSv8UtRbDBnAyLQw4QPKkgNlsH2ByPGtMUqdWkos6YCRmAqViwgZrJc/mRDzZQ==
-
-object-assign@^4.0.1, object-assign@^4.1.0, object-assign@^4.1.1:
+object-assign@^4.1.1:
   version "4.1.1"
-  resolved "https://registry.yarnpkg.com/object-assign/-/object-assign-4.1.1.tgz#2109adc7965887cfc05cbbd442cac8bfbb360863"
-  integrity sha1-IQmtx5ZYh8/AXLvUQsrIv7s2CGM=
-
-object-copy@^0.1.0:
-  version "0.1.0"
-  resolved "https://registry.yarnpkg.com/object-copy/-/object-copy-0.1.0.tgz#7e7d858b781bd7c991a41ba975ed3812754e998c"
-  integrity sha1-fn2Fi3gb18mRpBupde04EnVOmYw=
-  dependencies:
-    copy-descriptor "^0.1.0"
-    define-property "^0.2.5"
-    kind-of "^3.0.3"
-
-object-visit@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/object-visit/-/object-visit-1.0.1.tgz#f79c4493af0c5377b59fe39d395e41042dd045bb"
-  integrity sha1-95xEk68MU3e1n+OdOV5BBC3QRbs=
-  dependencies:
-    isobject "^3.0.0"
+  resolved "https://registry.npmjs.org/object-assign/-/object-assign-4.1.1.tgz"
+  integrity sha1-IQmtx5ZYh8/AXLvUQsrIv7s2CGM= sha512-rJgTQnkUnH1sFw8yT6VSU3zD3sWmu6sZhIseY8VX+GRu3P6F7Fu+JNDoXfklElbLJSnc3FUQHVe4cU5hj+BcUg==
 
-object.pick@^1.3.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/object.pick/-/object.pick-1.3.0.tgz#87a10ac4c1694bd2e1cbf53591a66141fb5dd747"
-  integrity sha1-h6EKxMFpS9Lhy/U1kaZhQftd10c=
-  dependencies:
-    isobject "^3.0.1"
+object-inspect@^1.13.3:
+  version "1.13.4"
+  resolved "https://registry.npmjs.org/object-inspect/-/object-inspect-1.13.4.tgz"
+  integrity sha512-W67iLl4J2EXEGTbfeHCffrjDfitvLANg0UlX3wFUUSTx92KXRFegMHUVgSqE+wvhAbi4WqjGg9czysTV2Epbew==
 
 obuf@^1.0.0, obuf@^1.1.2:
   version "1.1.2"
-  resolved "https://registry.yarnpkg.com/obuf/-/obuf-1.1.2.tgz#09bea3343d41859ebd446292d11c9d4db619084e"
+  resolved "https://registry.npmjs.org/obuf/-/obuf-1.1.2.tgz"
   integrity sha512-PX1wu0AmAdPqOL1mWhqmlOd8kOIZQwGZw6rh7uby9fTc5lhaOWFLX3I6R1hrF9k3zUY40e6igsLGkDXK92LJNg==
 
 office-ui-fabric-react@^6.162.1:
   version "6.163.0"
-  resolved "https://registry.yarnpkg.com/office-ui-fabric-react/-/office-ui-fabric-react-6.163.0.tgz#ffed70ca36110d9aaa4ca64f70ec0ee541e01116"
+  resolved "https://registry.npmjs.org/office-ui-fabric-react/-/office-ui-fabric-react-6.163.0.tgz"
   integrity sha512-WsnluuYPgFcHc0XLGjZVtFoZCeJ4yiFCIe5FnC31Y2CEndDKgU+7BxH9yj81gddhxqVSspNU03ZF3safr/eB3g==
   dependencies:
     "@microsoft/load-themed-styles" "^1.7.13"
@@ -3517,510 +2425,252 @@ office-ui-fabric-react@^6.162.1:
     prop-types "^15.5.10"
     tslib "^1.7.1"
 
-on-finished@~2.3.0:
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/on-finished/-/on-finished-2.3.0.tgz#20f1336481b083cd75337992a16971aa2d906947"
-  integrity sha1-IPEzZIGwg811M3mSoWlxqi2QaUc=
+on-finished@~2.4.1:
+  version "2.4.1"
+  resolved "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz"
+  integrity sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==
   dependencies:
     ee-first "1.1.1"
 
-on-headers@~1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/on-headers/-/on-headers-1.0.2.tgz#772b0ae6aaa525c399e489adfad90c403eb3c28f"
-  integrity sha512-pZAE+FJLoyITytdqK0U5s+FIpjN0JP3OzFi/u8Rx+EV5/W+JTWGXG8xFzevE7AjBfDqHv/8vL8qQsIhHnqRkrA==
+on-headers@~1.1.0:
+  version "1.1.0"
+  resolved "https://registry.npmjs.org/on-headers/-/on-headers-1.1.0.tgz"
+  integrity sha512-737ZY3yNnXy37FHkQxPzt4UZ2UWPWiCZWLvFZ4fu5cueciegX0zGPnrlY6bwRg4FdQOe9YU8MkmJwGhoMybl8A==
 
-once@^1.3.0, once@^1.3.1, once@^1.4.0:
+once@^1.3.0:
   version "1.4.0"
-  resolved "https://registry.yarnpkg.com/once/-/once-1.4.0.tgz#583b1aa775961d4b113ac17d9c50baef9dd76bd1"
-  integrity sha1-WDsap3WWHUsROsF9nFC6753Xa9E=
+  resolved "https://registry.npmjs.org/once/-/once-1.4.0.tgz"
+  integrity sha1-WDsap3WWHUsROsF9nFC6753Xa9E= sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w==
   dependencies:
     wrappy "1"
 
-openapi-types@^1.3.5:
-  version "1.3.5"
-  resolved "https://registry.yarnpkg.com/openapi-types/-/openapi-types-1.3.5.tgz#6718cfbc857fe6c6f1471f65b32bdebb9c10ce40"
-  integrity sha512-11oi4zYorsgvg5yBarZplAqbpev5HkuVNPlZaPTknPDzAynq+lnJdXAmruGWP0s+dNYZS7bjM+xrTpJw7184Fg==
-
-opn@^5.1.0:
-  version "5.5.0"
-  resolved "https://registry.yarnpkg.com/opn/-/opn-5.5.0.tgz#fc7164fab56d235904c51c3b27da6758ca3b9bfc"
-  integrity sha512-PqHpggC9bLV0VeWcdKhkpxY+3JTzetLSqTCWL/z/tFIbI6G8JCjondXklT1JinczLz2Xib62sSp0T/gKT4KksA==
-  dependencies:
-    is-wsl "^1.1.0"
-
-original@^1.0.0:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/original/-/original-1.0.2.tgz#e442a61cffe1c5fd20a65f3261c26663b303f25f"
-  integrity sha512-hyBVl6iqqUOJ8FqRe+l/gS8H+kKYjrEndd5Pm1MfBtsEKA038HkkdbAl/72EAXGyonD/PFsvmVG+EvcIpliMBg==
-  dependencies:
-    url-parse "^1.4.3"
-
-os-browserify@^0.3.0:
-  version "0.3.0"
-  resolved "https://registry.yarnpkg.com/os-browserify/-/os-browserify-0.3.0.tgz#854373c7f5c2315914fc9bfc6bd8238fdda1ec27"
-  integrity sha1-hUNzx/XCMVkU/Jv8a9gjj92h7Cc=
-
-os-homedir@^1.0.0:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/os-homedir/-/os-homedir-1.0.2.tgz#ffbc4988336e0e833de0c168c7ef152121aa7fb3"
-  integrity sha1-/7xJiDNuDoM94MFox+8VISGqf7M=
-
-os-locale@^3.0.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/os-locale/-/os-locale-3.1.0.tgz#a802a6ee17f24c10483ab9935719cef4ed16bf1a"
-  integrity sha512-Z8l3R4wYWM40/52Z+S265okfFj8Kt2cC2MKY+xNi3kFs+XGI7WXu/I309QQQYbRW4ijiZ+yxs9pqEhJh0DqW3Q==
+onetime@^5.1.2:
+  version "5.1.2"
+  resolved "https://registry.npmjs.org/onetime/-/onetime-5.1.2.tgz"
+  integrity sha512-kbpaSSGJTWdAY5KPVeMOKXSrPtr8C8C7wodJbcsd51jRnmD+GZu8Y0VoU6Dm5Z4vWr0Ig/1NKuWRKf7j5aaYSg==
   dependencies:
-    execa "^1.0.0"
-    lcid "^2.0.0"
-    mem "^4.0.0"
-
-os-tmpdir@^1.0.0:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/os-tmpdir/-/os-tmpdir-1.0.2.tgz#bbe67406c79aa85c5cfec766fe5734555dfa1274"
-  integrity sha1-u+Z0BseaqFxc/sdm/lc0VV36EnQ=
+    mimic-fn "^2.1.0"
 
-osenv@0, osenv@^0.1.4:
-  version "0.1.5"
-  resolved "https://registry.yarnpkg.com/osenv/-/osenv-0.1.5.tgz#85cdfafaeb28e8677f416e287592b5f3f49ea410"
-  integrity sha512-0CWcCECdMVc2Rw3U5w9ZjqX6ga6ubk1xDVKxtBQPK7wis/0F2r9T6k4ydGYhecl7YUBxBVxhL5oisPsNxAPe2g==
+open@^8.0.9:
+  version "8.4.2"
+  resolved "https://registry.npmjs.org/open/-/open-8.4.2.tgz"
+  integrity sha512-7x81NCL719oNbsq/3mh+hVrAWmFuEYUqrq/Iw3kUzH8ReypT9QQ0BLoJS7/G9k6N81XjW4qHWtjWwe/9eLy1EQ==
   dependencies:
-    os-homedir "^1.0.0"
-    os-tmpdir "^1.0.0"
-
-p-defer@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/p-defer/-/p-defer-1.0.0.tgz#9f6eb182f6c9aa8cd743004a7d4f96b196b0fb0c"
-  integrity sha1-n26xgvbJqozXQwBKfU+WsZaw+ww=
-
-p-finally@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/p-finally/-/p-finally-1.0.0.tgz#3fbcfb15b899a44123b34b6dcc18b724336a2cae"
-  integrity sha1-P7z7FbiZpEEjs0ttzBi3JDNqLK4=
+    define-lazy-prop "^2.0.0"
+    is-docker "^2.1.1"
+    is-wsl "^2.2.0"
 
-p-is-promise@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/p-is-promise/-/p-is-promise-2.0.0.tgz#7554e3d572109a87e1f3f53f6a7d85d1b194f4c5"
-  integrity sha512-pzQPhYMCAgLAKPWD2jC3Se9fEfrD9npNos0y150EeqZll7akhEgGhTW/slB6lHku8AvYGiJ+YJ5hfHKePPgFWg==
-
-p-limit@^2.0.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/p-limit/-/p-limit-2.2.0.tgz#417c9941e6027a9abcba5092dd2904e255b5fbc2"
-  integrity sha512-pZbTJpoUsCzV48Mc9Nh51VbwO0X9cuPFE8gYwx9BTCt9SF8/b7Zljd2fVgOxhIF/HDTKgpVzs+GPhyKfjLLFRQ==
+p-limit@^2.2.0:
+  version "2.3.0"
+  resolved "https://registry.npmjs.org/p-limit/-/p-limit-2.3.0.tgz"
+  integrity sha512-//88mFWSJx8lxCzwdAABTJL2MyWB12+eIY7MDL2SqLmAkeKU9qxRvWuSyTjm3FUmpBEMuFfckAIqEaVGUDxb6w==
   dependencies:
     p-try "^2.0.0"
 
-p-locate@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/p-locate/-/p-locate-3.0.0.tgz#322d69a05c0264b25997d9f40cd8a891ab0064a4"
-  integrity sha512-x+12w/To+4GFfgJhBEpiDcLozRJGegY+Ei7/z0tSLkMmxGZNybVMSfWj9aJn8Z5Fc7dBUNJOOVgPv2H7IwulSQ==
-  dependencies:
-    p-limit "^2.0.0"
-
-p-map@^1.1.1:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/p-map/-/p-map-1.2.0.tgz#e4e94f311eabbc8633a1e79908165fca26241b6b"
-  integrity sha512-r6zKACMNhjPJMTl8KcFH4li//gkrXWfbD6feV8l6doRHlzljFWGJ2AP6iKaCJXyZmAUMOPtvbW7EXkbWO/pLEA==
-
-p-try@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/p-try/-/p-try-2.1.0.tgz#c1a0f1030e97de018bb2c718929d2af59463e505"
-  integrity sha512-H2RyIJ7+A3rjkwKC2l5GGtU4H1vkxKCAGsWasNVd0Set+6i4znxbWy6/j16YDPJDWxhsgZiKAstMEP8wCdSpjA==
-
-pako@~1.0.5:
-  version "1.0.10"
-  resolved "https://registry.yarnpkg.com/pako/-/pako-1.0.10.tgz#4328badb5086a426aa90f541977d4955da5c9732"
-  integrity sha512-0DTvPVU3ed8+HNXOu5Bs+o//Mbdj9VNQMUOe9oKCwh8l0GNwpTDMKCWbRjgtD291AWnkAgkqA/LOnQS8AmS1tw==
-
-parallel-transform@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/parallel-transform/-/parallel-transform-1.1.0.tgz#d410f065b05da23081fcd10f28854c29bda33b06"
-  integrity sha1-1BDwZbBdojCB/NEPKIVMKb2jOwY=
+p-locate@^4.1.0:
+  version "4.1.0"
+  resolved "https://registry.npmjs.org/p-locate/-/p-locate-4.1.0.tgz"
+  integrity sha512-R79ZZ/0wAxKGu3oYMlz8jy/kbhsNrS7SKZ7PxEHBgJ5+F2mtFW2fK2cOtBh1cHYkQsbzFV7I+EoRKe6Yt0oK7A==
   dependencies:
-    cyclist "~0.2.2"
-    inherits "^2.0.3"
-    readable-stream "^2.1.5"
+    p-limit "^2.2.0"
 
-parse-asn1@^5.0.0:
-  version "5.1.4"
-  resolved "https://registry.yarnpkg.com/parse-asn1/-/parse-asn1-5.1.4.tgz#37f6628f823fbdeb2273b4d540434a22f3ef1fcc"
-  integrity sha512-Qs5duJcuvNExRfFZ99HDD3z4mAi3r9Wl/FOjEOijlxwCZs7E7mW2vjTpgQ4J8LpTF8x5v+1Vn5UQFejmWT11aw==
+p-retry@^4.5.0:
+  version "4.6.2"
+  resolved "https://registry.npmjs.org/p-retry/-/p-retry-4.6.2.tgz"
+  integrity sha512-312Id396EbJdvRONlngUx0NydfrIQ5lsYu0znKVUzVvArzEIt08V1qhtyESbGVd1FGX7UKtiFp5uwKZdM8wIuQ==
   dependencies:
-    asn1.js "^4.0.0"
-    browserify-aes "^1.0.0"
-    create-hash "^1.1.0"
-    evp_bytestokey "^1.0.0"
-    pbkdf2 "^3.0.3"
-    safe-buffer "^5.1.1"
+    "@types/retry" "0.12.0"
+    retry "^0.13.1"
 
-parse-json@^2.2.0:
+p-try@^2.0.0:
   version "2.2.0"
-  resolved "https://registry.yarnpkg.com/parse-json/-/parse-json-2.2.0.tgz#f480f40434ef80741f8469099f8dea18f55a4dc9"
-  integrity sha1-9ID0BDTvgHQfhGkJn43qGPVaTck=
-  dependencies:
-    error-ex "^1.2.0"
-
-parse-passwd@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/parse-passwd/-/parse-passwd-1.0.0.tgz#6d5b934a456993b23d37f40a382d6f1666a8e5c6"
-  integrity sha1-bVuTSkVpk7I9N/QKOC1vFmao5cY=
-
-parseurl@~1.3.2:
-  version "1.3.2"
-  resolved "https://registry.yarnpkg.com/parseurl/-/parseurl-1.3.2.tgz#fc289d4ed8993119460c156253262cdc8de65bf3"
-  integrity sha1-/CidTtiZMRlGDBViUyYs3I3mW/M=
+  resolved "https://registry.npmjs.org/p-try/-/p-try-2.2.0.tgz"
+  integrity sha512-R4nPAVTAU0B9D35/Gk3uJf/7XYbQcyohSKdvAxIRSNghFl4e71hVoGnBNQz9cWaXxO2I10KTC+3jMdvvoKw6dQ==
 
-pascalcase@^0.1.1:
-  version "0.1.1"
-  resolved "https://registry.yarnpkg.com/pascalcase/-/pascalcase-0.1.1.tgz#b363e55e8006ca6fe21784d2db22bd15d7917f14"
-  integrity sha1-s2PlXoAGym/iF4TS2yK9FdeRfxQ=
+parseurl@~1.3.2, parseurl@~1.3.3:
+  version "1.3.3"
+  resolved "https://registry.npmjs.org/parseurl/-/parseurl-1.3.3.tgz"
+  integrity sha512-CiyeOxFT/JZyN5m0z9PfXw4SCBJ6Sygz1Dpl0wqjlhDEGGBP1GnsUVEL0p63hoG1fcj3fHynXi9NYO4nWOL+qQ==
 
-path-browserify@0.0.0:
-  version "0.0.0"
-  resolved "https://registry.yarnpkg.com/path-browserify/-/path-browserify-0.0.0.tgz#a0b870729aae214005b7d5032ec2cbbb0fb4451a"
-  integrity sha1-oLhwcpquIUAFt9UDLsLLuw+0RRo=
-
-path-dirname@^1.0.0:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/path-dirname/-/path-dirname-1.0.2.tgz#cc33d24d525e099a5388c0336c6e32b9160609e0"
-  integrity sha1-zDPSTVJeCZpTiMAzbG4yuRYGCeA=
-
-path-exists@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/path-exists/-/path-exists-2.1.0.tgz#0feb6c64f0fc518d9a754dd5efb62c7022761f4b"
-  integrity sha1-D+tsZPD8UY2adU3V77YscCJ2H0s=
-  dependencies:
-    pinkie-promise "^2.0.0"
+path-exists@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.npmjs.org/path-exists/-/path-exists-4.0.0.tgz"
+  integrity sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w==
 
-path-exists@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/path-exists/-/path-exists-3.0.0.tgz#ce0ebeaa5f78cb18925ea7d810d7b59b010fd515"
-  integrity sha1-zg6+ql94yxiSXqfYENe1mwEP1RU=
+path-expression-matcher@^1.1.3, path-expression-matcher@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.npmjs.org/path-expression-matcher/-/path-expression-matcher-1.2.0.tgz"
+  integrity sha512-DwmPWeFn+tq7TiyJ2CxezCAirXjFxvaiD03npak3cRjlP9+OjTmSy1EpIrEbh+l6JgUundniloMLDQ/6VTdhLQ==
 
 path-is-absolute@^1.0.0:
   version "1.0.1"
-  resolved "https://registry.yarnpkg.com/path-is-absolute/-/path-is-absolute-1.0.1.tgz#174b9268735534ffbc7ace6bf53a5a9e1b5c5f5f"
-  integrity sha1-F0uSaHNVNP+8es5r9TpanhtcX18=
+  resolved "https://registry.npmjs.org/path-is-absolute/-/path-is-absolute-1.0.1.tgz"
+  integrity sha1-F0uSaHNVNP+8es5r9TpanhtcX18= sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg==
 
-path-is-inside@^1.0.1:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/path-is-inside/-/path-is-inside-1.0.2.tgz#365417dede44430d1c11af61027facf074bdfc53"
-  integrity sha1-NlQX3t5EQw0cEa9hAn+s8HS9/FM=
-
-path-key@^2.0.0, path-key@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/path-key/-/path-key-2.0.1.tgz#411cadb574c5a140d3a4b1910d40d80cc9f40b40"
-  integrity sha1-QRyttXTFoUDTpLGRDUDYDMn0C0A=
+path-key@^3.0.0, path-key@^3.1.0:
+  version "3.1.1"
+  resolved "https://registry.npmjs.org/path-key/-/path-key-3.1.1.tgz"
+  integrity sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q==
 
-path-parse@^1.0.6:
+path-parse@^1.0.7:
   version "1.0.7"
-  resolved "https://registry.yarnpkg.com/path-parse/-/path-parse-1.0.7.tgz#fbc114b60ca42b30d9daf5858e4bd68bbedb6735"
+  resolved "https://registry.npmjs.org/path-parse/-/path-parse-1.0.7.tgz"
   integrity sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw==
 
-path-to-regexp@0.1.7:
-  version "0.1.7"
-  resolved "https://registry.yarnpkg.com/path-to-regexp/-/path-to-regexp-0.1.7.tgz#df604178005f522f15eb4490e7247a1bfaa67f8c"
-  integrity sha1-32BBeABfUi8V60SQ5yR6G/qmf4w=
-
-path-type@^1.0.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/path-type/-/path-type-1.1.0.tgz#59c44f7ee491da704da415da5a4070ba4f8fe441"
-  integrity sha1-WcRPfuSR2nBNpBXaWkBwuk+P5EE=
-  dependencies:
-    graceful-fs "^4.1.2"
-    pify "^2.0.0"
-    pinkie-promise "^2.0.0"
+path-to-regexp@~0.1.12:
+  version "0.1.13"
+  resolved "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.13.tgz"
+  integrity sha512-A/AGNMFN3c8bOlvV9RreMdrv7jsmF9XIfDeCd87+I8RNg6s78BhJxMu69NEMHBSJFxKidViTEdruRwEk/WIKqA==
 
-pbkdf2@^3.0.3:
-  version "3.0.17"
-  resolved "https://registry.yarnpkg.com/pbkdf2/-/pbkdf2-3.0.17.tgz#976c206530617b14ebb32114239f7b09336e93a6"
-  integrity sha512-U/il5MsrZp7mGg3mSQfn742na2T+1/vHDCG5/iTI3X9MKUuYUZVLQhyRsg06mCgDBTd57TxzgZt7P+fYfjRLtA==
-  dependencies:
-    create-hash "^1.1.2"
-    create-hmac "^1.1.4"
-    ripemd160 "^2.0.1"
-    safe-buffer "^5.0.1"
-    sha.js "^2.4.8"
+picocolors@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.npmjs.org/picocolors/-/picocolors-1.1.1.tgz"
+  integrity sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA==
 
-performance-now@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/performance-now/-/performance-now-2.1.0.tgz#6309f4e0e5fa913ec1c69307ae364b4b377c9e7b"
-  integrity sha1-Ywn04OX6kT7BxpMHrjZLSzd8nns=
+picomatch@^2.0.4:
+  version "2.3.2"
+  resolved "https://registry.npmjs.org/picomatch/-/picomatch-2.3.2.tgz"
+  integrity sha512-V7+vQEJ06Z+c5tSye8S+nHUfI51xoXIXjHQ99cQtKUkQqqO1kO/KCJUfZXuB47h/YBlDhah2H3hdUGXn8ie0oA==
 
 picomatch@^2.0.5:
   version "2.1.1"
-  resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-2.1.1.tgz#ecdfbea7704adb5fe6fb47f9866c4c0e15e905c5"
+  resolved "https://registry.npmjs.org/picomatch/-/picomatch-2.1.1.tgz"
   integrity sha512-OYMyqkKzK7blWO/+XZYP6w8hH0LDvkBvdvKukti+7kqYFCiEAk+gI3DWnryapc0Dau05ugGTy0foQ6mqn4AHYA==
 
-pify@^2.0.0:
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/pify/-/pify-2.3.0.tgz#ed141a6ac043a849ea588498e7dca8b15330e90c"
-  integrity sha1-7RQaasBDqEnqWISY59yosVMw6Qw=
-
-pify@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/pify/-/pify-3.0.0.tgz#e5a4acd2c101fdf3d9a4d07f0dbc4db49dd28176"
-  integrity sha1-5aSs0sEB/fPZpNB/DbxNtJ3SgXY=
-
-pify@^4.0.1:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/pify/-/pify-4.0.1.tgz#4b2cd25c50d598735c50292224fd8c6df41e3231"
-  integrity sha512-uB80kBFb/tfd68bVleG9T5GGsGPjJrLAUpR5PZIrhBnIaRTQRjqdJSsIKkOP6OAIFbj7GOrcudc5pNjZ+geV2g==
-
-pinkie-promise@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/pinkie-promise/-/pinkie-promise-2.0.1.tgz#2135d6dfa7a358c069ac9b178776288228450ffa"
-  integrity sha1-ITXW36ejWMBprJsXh3YogihFD/o=
-  dependencies:
-    pinkie "^2.0.0"
-
-pinkie@^2.0.0:
-  version "2.0.4"
-  resolved "https://registry.yarnpkg.com/pinkie/-/pinkie-2.0.4.tgz#72556b80cfa0d48a974e80e77248e80ed4f7f870"
-  integrity sha1-clVrgM+g1IqXToDnckjoDtT3+HA=
+picomatch@^2.2.1:
+  version "2.3.2"
+  resolved "https://registry.npmjs.org/picomatch/-/picomatch-2.3.2.tgz"
+  integrity sha512-V7+vQEJ06Z+c5tSye8S+nHUfI51xoXIXjHQ99cQtKUkQqqO1kO/KCJUfZXuB47h/YBlDhah2H3hdUGXn8ie0oA==
 
-pkg-dir@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/pkg-dir/-/pkg-dir-3.0.0.tgz#2749020f239ed990881b1f71210d51eb6523bea3"
-  integrity sha512-/E57AYkoeQ25qkxMj5PBOVgF8Kiu/h7cYS30Z5+R7WaiCCBfLq58ZI/dSeaEKb9WVJV5n/03QwrN3IeWIFllvw==
-  dependencies:
-    find-up "^3.0.0"
+picomatch@^4.0.3:
+  version "4.0.4"
+  resolved "https://registry.npmjs.org/picomatch/-/picomatch-4.0.4.tgz"
+  integrity sha512-QP88BAKvMam/3NxH6vj2o21R6MjxZUAd6nlwAS/pnGvN9IVLocLHxGYIzFhg6fUQ+5th6P4dv4eW9jX3DSIj7A==
 
-portfinder@^1.0.9:
-  version "1.0.20"
-  resolved "https://registry.yarnpkg.com/portfinder/-/portfinder-1.0.20.tgz#bea68632e54b2e13ab7b0c4775e9b41bf270e44a"
-  integrity sha512-Yxe4mTyDzTd59PZJY4ojZR8F+E5e97iq2ZOHPz3HDgSvYC5siNad2tLooQ5y5QHyQhc3xVqvyk/eNA3wuoa7Sw==
+pkg-dir@^4.2.0:
+  version "4.2.0"
+  resolved "https://registry.npmjs.org/pkg-dir/-/pkg-dir-4.2.0.tgz"
+  integrity sha512-HRDzbaKjC+AOWVXxAU/x54COGeIv9eb+6CkDSQoNTt4XyWoIJvuPsXizxu/Fr23EiekbtZwmh1IcIG/l/a10GQ==
   dependencies:
-    async "^1.5.2"
-    debug "^2.2.0"
-    mkdirp "0.5.x"
+    find-up "^4.0.0"
 
-posix-character-classes@^0.1.0:
-  version "0.1.1"
-  resolved "https://registry.yarnpkg.com/posix-character-classes/-/posix-character-classes-0.1.1.tgz#01eac0fe3b5af71a2a6c02feabb8c1fef7e00eab"
-  integrity sha1-AerA/jta9xoqbAL+q7jB/vfgDqs=
+possible-typed-array-names@^1.0.0:
+  version "1.1.0"
+  resolved "https://registry.npmjs.org/possible-typed-array-names/-/possible-typed-array-names-1.1.0.tgz"
+  integrity sha512-/+5VFTchJDoVj3bhoqi6UeymcD00DAwb1nJwamzPvHEszJ4FpF6SNNbUbOS8yI56qHzdV8eK0qEfOSiodkTdxg==
 
-postcss-modules-extract-imports@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/postcss-modules-extract-imports/-/postcss-modules-extract-imports-2.0.0.tgz#818719a1ae1da325f9832446b01136eeb493cd7e"
-  integrity sha512-LaYLDNS4SG8Q5WAWqIJgdHPJrDDr/Lv775rMBFUbgjTz6j34lUznACHcdRWroPvXANP2Vj7yNK57vp9eFqzLWQ==
-  dependencies:
-    postcss "^7.0.5"
+postcss-modules-extract-imports@^3.1.0:
+  version "3.1.0"
+  resolved "https://registry.npmjs.org/postcss-modules-extract-imports/-/postcss-modules-extract-imports-3.1.0.tgz"
+  integrity sha512-k3kNe0aNFQDAZGbin48pL2VNidTF0w4/eASDsxlyspobzU3wZQLOGj7L9gfRe0Jo9/4uud09DsjFNH7winGv8Q==
 
-postcss-modules-local-by-default@^2.0.6:
-  version "2.0.6"
-  resolved "https://registry.yarnpkg.com/postcss-modules-local-by-default/-/postcss-modules-local-by-default-2.0.6.tgz#dd9953f6dd476b5fd1ef2d8830c8929760b56e63"
-  integrity sha512-oLUV5YNkeIBa0yQl7EYnxMgy4N6noxmiwZStaEJUSe2xPMcdNc8WmBQuQCx18H5psYbVxz8zoHk0RAAYZXP9gA==
+postcss-modules-local-by-default@^4.0.5:
+  version "4.2.0"
+  resolved "https://registry.npmjs.org/postcss-modules-local-by-default/-/postcss-modules-local-by-default-4.2.0.tgz"
+  integrity sha512-5kcJm/zk+GJDSfw+V/42fJ5fhjL5YbFDl8nVdXkJPLLW+Vf9mTD5Xe0wqIaDnLuL2U6cDNpTr+UQ+v2HWIBhzw==
   dependencies:
-    postcss "^7.0.6"
-    postcss-selector-parser "^6.0.0"
-    postcss-value-parser "^3.3.1"
+    icss-utils "^5.0.0"
+    postcss-selector-parser "^7.0.0"
+    postcss-value-parser "^4.1.0"
 
-postcss-modules-scope@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/postcss-modules-scope/-/postcss-modules-scope-2.1.0.tgz#ad3f5bf7856114f6fcab901b0502e2a2bc39d4eb"
-  integrity sha512-91Rjps0JnmtUB0cujlc8KIKCsJXWjzuxGeT/+Q2i2HXKZ7nBUeF9YQTZZTNvHVoNYj1AthsjnGLtqDUE0Op79A==
+postcss-modules-scope@^3.2.0:
+  version "3.2.1"
+  resolved "https://registry.npmjs.org/postcss-modules-scope/-/postcss-modules-scope-3.2.1.tgz"
+  integrity sha512-m9jZstCVaqGjTAuny8MdgE88scJnCiQSlSrOWcTQgM2t32UBe+MUmFSO5t7VMSfAf/FJKImAxBav8ooCHJXCJA==
   dependencies:
-    postcss "^7.0.6"
-    postcss-selector-parser "^6.0.0"
+    postcss-selector-parser "^7.0.0"
 
-postcss-modules-values@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/postcss-modules-values/-/postcss-modules-values-2.0.0.tgz#479b46dc0c5ca3dc7fa5270851836b9ec7152f64"
-  integrity sha512-Ki7JZa7ff1N3EIMlPnGTZfUMe69FFwiQPnVSXC9mnn3jozCRBYIxiZd44yJOV2AmabOo4qFf8s0dC/+lweG7+w==
+postcss-modules-values@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.npmjs.org/postcss-modules-values/-/postcss-modules-values-4.0.0.tgz"
+  integrity sha512-RDxHkAiEGI78gS2ofyvCsu7iycRv7oqw5xMWn9iMoR0N/7mf9D50ecQqUo5BZ9Zh2vH4bCUR/ktCqbB9m8vJjQ==
   dependencies:
-    icss-replace-symbols "^1.1.0"
-    postcss "^7.0.6"
+    icss-utils "^5.0.0"
 
-postcss-selector-parser@^6.0.0:
-  version "6.0.2"
-  resolved "https://registry.yarnpkg.com/postcss-selector-parser/-/postcss-selector-parser-6.0.2.tgz#934cf799d016c83411859e09dcecade01286ec5c"
-  integrity sha512-36P2QR59jDTOAiIkqEprfJDsoNrvwFei3eCqKd1Y0tUsBimsq39BLp7RD+JWny3WgB1zGhJX8XVePwm9k4wdBg==
+postcss-selector-parser@^7.0.0:
+  version "7.1.1"
+  resolved "https://registry.npmjs.org/postcss-selector-parser/-/postcss-selector-parser-7.1.1.tgz"
+  integrity sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg==
   dependencies:
     cssesc "^3.0.0"
-    indexes-of "^1.0.1"
-    uniq "^1.0.1"
+    util-deprecate "^1.0.2"
 
-postcss-value-parser@^3.3.0, postcss-value-parser@^3.3.1:
-  version "3.3.1"
-  resolved "https://registry.yarnpkg.com/postcss-value-parser/-/postcss-value-parser-3.3.1.tgz#9ff822547e2893213cf1c30efa51ac5fd1ba8281"
-  integrity sha512-pISE66AbVkp4fDQ7VHBwRNXzAAKJjw4Vw7nWI/+Q3vuly7SNfgYXvm6i5IgFylHGK5sP/xHAbB7N49OS4gWNyQ==
+postcss-value-parser@^4.1.0, postcss-value-parser@^4.2.0:
+  version "4.2.0"
+  resolved "https://registry.npmjs.org/postcss-value-parser/-/postcss-value-parser-4.2.0.tgz"
+  integrity sha512-1NNCs6uurfkVbeXG4S8JFT9t19m45ICnif8zWLd5oPSZ50QnwMfK+H3jv408d4jw/7Bttv5axS5IiHoLaVNHeQ==
 
-postcss@^7.0.14, postcss@^7.0.5, postcss@^7.0.6:
-  version "7.0.36"
-  resolved "https://registry.yarnpkg.com/postcss/-/postcss-7.0.36.tgz#056f8cffa939662a8f5905950c07d5285644dfcb"
-  integrity sha512-BebJSIUMwJHRH0HAQoxN4u1CN86glsrwsW0q7T+/m44eXOUAxSNdHRkNZPYz5vVUbg17hFgOQDE7fZk7li3pZw==
+postcss@^8.4.33:
+  version "8.5.8"
+  resolved "https://registry.npmjs.org/postcss/-/postcss-8.5.8.tgz"
+  integrity sha512-OW/rX8O/jXnm82Ey1k44pObPtdblfiuWnrd8X7GJ7emImCOstunGbXUpp7HdBrFQX6rJzn3sPT397Wp5aCwCHg==
   dependencies:
-    chalk "^2.4.2"
-    source-map "^0.6.1"
-    supports-color "^6.1.0"
+    nanoid "^3.3.11"
+    picocolors "^1.1.1"
+    source-map-js "^1.2.1"
 
 process-nextick-args@~2.0.0:
   version "2.0.0"
-  resolved "https://registry.yarnpkg.com/process-nextick-args/-/process-nextick-args-2.0.0.tgz#a37d732f4271b4ab1ad070d35508e8290788ffaa"
+  resolved "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.0.tgz"
   integrity sha512-MtEC1TqN0EU5nephaJ4rAtThHtC86dNN9qCuEhtshvpVBkAW5ZO7BASN9REnF9eoXGcRub+pFuKEpOHE+HbEMw==
 
 process@^0.11.10:
   version "0.11.10"
-  resolved "https://registry.yarnpkg.com/process/-/process-0.11.10.tgz#7332300e840161bda3e69a1d1d91a7d4bc16f182"
-  integrity sha1-czIwDoQBYb2j5podHZGn1LwW8YI=
-
-promise-inflight@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/promise-inflight/-/promise-inflight-1.0.1.tgz#98472870bf228132fcbdd868129bad12c3c029e3"
-  integrity sha1-mEcocL8igTL8vdhoEputEsPAKeM=
+  resolved "https://registry.npmjs.org/process/-/process-0.11.10.tgz"
+  integrity sha1-czIwDoQBYb2j5podHZGn1LwW8YI= sha512-cdGef/drWFoydD1JsMzuFf8100nZl+GT+yacc2bEced5f9Rjk4z+WtFUTBu9PhOi9j/jfmBPu0mMEY4wIdAF8A==
 
 prop-types@^15.5.10, prop-types@^15.6.2, prop-types@^15.7.2:
   version "15.7.2"
-  resolved "https://registry.yarnpkg.com/prop-types/-/prop-types-15.7.2.tgz#52c41e75b8c87e72b9d9360e0206b99dcbffa6c5"
+  resolved "https://registry.npmjs.org/prop-types/-/prop-types-15.7.2.tgz"
   integrity sha512-8QQikdH7//R2vurIJSutZ1smHYTcLpRWEOlHnzcWHmBYrOGUysKwSsrC89BCiFj3CbrfJ/nXFdJepOVrY1GCHQ==
   dependencies:
     loose-envify "^1.4.0"
     object-assign "^4.1.1"
     react-is "^16.8.1"
 
-proxy-addr@~2.0.4:
-  version "2.0.4"
-  resolved "https://registry.yarnpkg.com/proxy-addr/-/proxy-addr-2.0.4.tgz#ecfc733bf22ff8c6f407fa275327b9ab67e48b93"
-  integrity sha512-5erio2h9jp5CHGwcybmxmVqHmnCBZeewlfJ0pex+UW7Qny7OOZXTtH56TGNyBizkgiOwhJtMKrVzDTeKcySZwA==
-  dependencies:
-    forwarded "~0.1.2"
-    ipaddr.js "1.8.0"
-
-prr@~1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/prr/-/prr-1.0.1.tgz#d3fc114ba06995a45ec6893f484ceb1d78f5f476"
-  integrity sha1-0/wRS6BplaRexok/SEzrHXj19HY=
-
-pseudomap@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/pseudomap/-/pseudomap-1.0.2.tgz#f052a28da70e618917ef0a8ac34c1ae5a68286b3"
-  integrity sha1-8FKijacOYYkX7wqKw0wa5aaChrM=
-
-psl@^1.1.24:
-  version "1.1.31"
-  resolved "https://registry.yarnpkg.com/psl/-/psl-1.1.31.tgz#e9aa86d0101b5b105cbe93ac6b784cd547276184"
-  integrity sha512-/6pt4+C+T+wZUieKR620OpzN/LlnNKuWjy1iFLQ/UG35JqHlR/89MP1d96dUfkf6Dne3TuLQzOYEYshJ+Hx8mw==
-
-psl@^1.1.28, psl@^1.1.33:
-  version "1.8.0"
-  resolved "https://registry.yarnpkg.com/psl/-/psl-1.8.0.tgz#9326f8bcfb013adcc005fdff056acce020e51c24"
-  integrity sha512-RIdOzyoavK+hA18OGGWDqUTsCLhtA7IcZ/6NCs4fFJaHBDab+pDDmDIByWFRQJq2Cd7r1OoQxBGKOaztq+hjIQ==
-
-public-encrypt@^4.0.0:
-  version "4.0.3"
-  resolved "https://registry.yarnpkg.com/public-encrypt/-/public-encrypt-4.0.3.tgz#4fcc9d77a07e48ba7527e7cbe0de33d0701331e0"
-  integrity sha512-zVpa8oKZSz5bTMTFClc1fQOnyyEzpl5ozpi1B5YcvBrdohMjH2rfsBtyXcuNuwjsDIXmBYlF2N5FlJYhR29t8Q==
-  dependencies:
-    bn.js "^4.1.0"
-    browserify-rsa "^4.0.0"
-    create-hash "^1.1.0"
-    parse-asn1 "^5.0.0"
-    randombytes "^2.0.1"
-    safe-buffer "^5.1.2"
-
-pump@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/pump/-/pump-2.0.1.tgz#12399add6e4cf7526d973cbc8b5ce2e2908b3909"
-  integrity sha512-ruPMNRkN3MHP1cWJc9OWr+T/xDP0jhXYCLfJcBuX54hhfIBnaQmAUMfDcG4DM5UMWByBbJY69QSphm3jtDKIkA==
-  dependencies:
-    end-of-stream "^1.1.0"
-    once "^1.3.1"
-
-pump@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/pump/-/pump-3.0.0.tgz#b4a2116815bde2f4e1ea602354e8c75565107a64"
-  integrity sha512-LwZy+p3SFs1Pytd/jYct4wpv49HiYCqd9Rlc5ZVdk0V+8Yzv6jR5Blk3TRmPL1ft69TxP0IMZGJ+WPFU2BFhww==
+proxy-addr@~2.0.7:
+  version "2.0.7"
+  resolved "https://registry.npmjs.org/proxy-addr/-/proxy-addr-2.0.7.tgz"
+  integrity sha512-llQsMLSUDUPT44jdrU/O37qlnifitDP+ZwrmmZcoSKyLKvtZxpyV0n2/bD/N4tBAAZ/gJEdZU7KMraoK1+XYAg==
   dependencies:
-    end-of-stream "^1.1.0"
-    once "^1.3.1"
-
-pumpify@^1.3.3:
-  version "1.5.1"
-  resolved "https://registry.yarnpkg.com/pumpify/-/pumpify-1.5.1.tgz#36513be246ab27570b1a374a5ce278bfd74370ce"
-  integrity sha512-oClZI37HvuUJJxSKKrC17bZ9Cu0ZYhEAGPsPUy9KlMUmv9dKX2o77RUmq7f3XjIxbwyGwYzbzQ1L2Ks8sIradQ==
-  dependencies:
-    duplexify "^3.6.0"
-    inherits "^2.0.3"
-    pump "^2.0.0"
-
-punycode@1.3.2:
-  version "1.3.2"
-  resolved "https://registry.yarnpkg.com/punycode/-/punycode-1.3.2.tgz#9653a036fb7c1ee42342f2325cceefea3926c48d"
-  integrity sha1-llOgNvt8HuQjQvIyXM7v6jkmxI0=
-
-punycode@^1.2.4, punycode@^1.4.1:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/punycode/-/punycode-1.4.1.tgz#c0d5a63b2718800ad8e1eb0fa5269c84dd41845e"
-  integrity sha1-wNWmOycYgArY4esPpSachN1BhF4=
-
-punycode@^2.1.0, punycode@^2.1.1:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/punycode/-/punycode-2.1.1.tgz#b58b010ac40c22c5657616c8d2c2c02c7bf479ec"
-  integrity sha512-XRsRjdf+j5ml+y/6GKHPZbrF/8p2Yga0JPtdqTIY2Xe5ohJPD9saDJJLPvp9+NSBprVvevdXZybnj2cv8OEd0A==
-
-qs@6.5.2, qs@~6.5.2:
-  version "6.5.2"
-  resolved "https://registry.yarnpkg.com/qs/-/qs-6.5.2.tgz#cb3ae806e8740444584ef154ce8ee98d403f3e36"
-  integrity sha512-N5ZAX4/LxJmF+7wN74pUD6qAh9/wnvdQcjq9TZjevvXzSUo7bfmw91saqMjzGS2xq91/odN2dW/WOl7qQHNDGA==
-
-querystring-es3@^0.2.0:
-  version "0.2.1"
-  resolved "https://registry.yarnpkg.com/querystring-es3/-/querystring-es3-0.2.1.tgz#9ec61f79049875707d69414596fd907a4d711e73"
-  integrity sha1-nsYfeQSYdXB9aUFFlv2Qek1xHnM=
-
-querystring@0.2.0:
-  version "0.2.0"
-  resolved "https://registry.yarnpkg.com/querystring/-/querystring-0.2.0.tgz#b209849203bb25df820da756e747005878521620"
-  integrity sha1-sgmEkgO7Jd+CDadW50cAWHhSFiA=
-
-querystringify@^2.1.1:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/querystringify/-/querystringify-2.2.0.tgz#3345941b4153cb9d082d8eee4cda2016a9aef7f6"
-  integrity sha512-FIqgj2EUvTa7R50u0rGsyTftzjYmv/a3hO345bZNrqabNqjtgiDMgmo4mkUjd+nzU5oF3dClKqFIPUKybUyqoQ==
+    forwarded "0.2.0"
+    ipaddr.js "1.9.1"
 
-randombytes@^2.0.0, randombytes@^2.0.1, randombytes@^2.0.5:
+proxy-from-env@^2.1.0:
   version "2.1.0"
-  resolved "https://registry.yarnpkg.com/randombytes/-/randombytes-2.1.0.tgz#df6f84372f0270dc65cdf6291349ab7a473d4f2a"
-  integrity sha512-vYl3iOX+4CKUWuxGi9Ukhie6fsqXqS9FE2Zaic4tNFD2N2QQaXOMFbuKK4QmDHC0JO6B1Zp41J0LpT0oR68amQ==
-  dependencies:
-    safe-buffer "^5.1.0"
+  resolved "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-2.1.0.tgz"
+  integrity sha512-cJ+oHTW1VAEa8cJslgmUZrc+sjRKgAKl3Zyse6+PV38hZe/V6Z14TbCuXcan9F9ghlz4QrFr2c92TNF82UkYHA==
 
-randomfill@^1.0.3:
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/randomfill/-/randomfill-1.0.4.tgz#c92196fc86ab42be983f1bf31778224931d61458"
-  integrity sha512-87lcbR8+MhcWcUiQ+9e+Rwx8MyR2P7qnt15ynUlbm3TU/fjbgz4GsvfSUDTemtCCtVCqb4ZcEFlyPNTh9bBTLw==
-  dependencies:
-    randombytes "^2.0.5"
-    safe-buffer "^5.1.0"
-
-range-parser@^1.0.3, range-parser@~1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/range-parser/-/range-parser-1.2.0.tgz#f49be6b487894ddc40dcc94a322f611092e00d5e"
-  integrity sha1-9JvmtIeJTdxA3MlKMi9hEJLgDV4=
+punycode@^2.1.0:
+  version "2.3.1"
+  resolved "https://registry.npmjs.org/punycode/-/punycode-2.3.1.tgz"
+  integrity sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg==
 
-raw-body@2.3.3:
-  version "2.3.3"
-  resolved "https://registry.yarnpkg.com/raw-body/-/raw-body-2.3.3.tgz#1b324ece6b5706e153855bc1148c65bb7f6ea0c3"
-  integrity sha512-9esiElv1BrZoI3rCDuOuKCBRbuApGGaDPQfjSflGxdy4oyzqghxu6klEkkVIvBje+FF0BX9coEv8KqW6X/7njw==
+qs@~6.14.0:
+  version "6.14.2"
+  resolved "https://registry.npmjs.org/qs/-/qs-6.14.2.tgz"
+  integrity sha512-V/yCWTTF7VJ9hIh18Ugr2zhJMP01MY7c5kh4J870L7imm6/DIzBsNLTXzMwUA3yZ5b/KBqLx8Kp3uRvd7xSe3Q==
   dependencies:
-    bytes "3.0.0"
-    http-errors "1.6.3"
-    iconv-lite "0.4.23"
-    unpipe "1.0.0"
+    side-channel "^1.1.0"
 
-rc@^1.2.7:
-  version "1.2.8"
-  resolved "https://registry.yarnpkg.com/rc/-/rc-1.2.8.tgz#cd924bf5200a075b83c188cd6b9e211b7fc0d3ed"
-  integrity sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw==
+range-parser@^1.2.1, range-parser@~1.2.1:
+  version "1.2.1"
+  resolved "https://registry.npmjs.org/range-parser/-/range-parser-1.2.1.tgz"
+  integrity sha512-Hrgsx+orqoygnmhFbKaHE6c296J+HTAQXoxEF6gNupROmmGJRoyzfG3ccAveqCBrwr/2yxQ5BVd/GTl5agOwSg==
+
+raw-body@~2.5.3:
+  version "2.5.3"
+  resolved "https://registry.npmjs.org/raw-body/-/raw-body-2.5.3.tgz"
+  integrity sha512-s4VSOf6yN0rvbRZGxs8Om5CWj6seneMwK3oDb4lWDH0UPhWcxwOWw5+qk24bxq87szX1ydrwylIOp2uG1ojUpA==
   dependencies:
-    deep-extend "^0.6.0"
-    ini "~1.3.0"
-    minimist "^1.2.0"
-    strip-json-comments "~2.0.1"
+    bytes "~3.1.2"
+    http-errors "~2.0.1"
+    iconv-lite "~0.4.24"
+    unpipe "~1.0.0"
 
 react-dom@^16.8.4:
   version "16.8.6"
-  resolved "https://registry.yarnpkg.com/react-dom/-/react-dom-16.8.6.tgz#71d6303f631e8b0097f56165ef608f051ff6e10f"
+  resolved "https://registry.npmjs.org/react-dom/-/react-dom-16.8.6.tgz"
   integrity sha512-1nL7PIq9LTL3fthPqwkvr2zY7phIPjYrT0jp4HjyEQrEROnw4dG41VVwi/wfoCneoleqrNX7iAD+pXebJZwrwA==
   dependencies:
     loose-envify "^1.1.0"
@@ -4030,12 +2680,12 @@ react-dom@^16.8.4:
 
 react-is@^16.8.1:
   version "16.8.6"
-  resolved "https://registry.yarnpkg.com/react-is/-/react-is-16.8.6.tgz#5bbc1e2d29141c9fbdfed456343fe2bc430a6a16"
+  resolved "https://registry.npmjs.org/react-is/-/react-is-16.8.6.tgz"
   integrity sha512-aUk3bHfZ2bRSVFFbbeVS4i+lNPZr3/WM5jT2J5omUVV1zzcs1nAaf3l51ctA5FFvCRbhrH0bdAsRRQddFJZPtA==
 
 react-monaco-editor@^0.25.1:
   version "0.25.1"
-  resolved "https://registry.yarnpkg.com/react-monaco-editor/-/react-monaco-editor-0.25.1.tgz#29215061da23d0e4ad7bf928d9403288d5be4e92"
+  resolved "https://registry.npmjs.org/react-monaco-editor/-/react-monaco-editor-0.25.1.tgz"
   integrity sha512-VLksQjt8fmeIZoET9fQgmR0sdCCBFaiss92MwW5JvgO3JfrnhHtrLBqrSQRjtbUmef1EmEKi4gZp5Mh0oidvVg==
   dependencies:
     "@types/react" "*"
@@ -4044,7 +2694,7 @@ react-monaco-editor@^0.25.1:
 
 react@^16.8.4:
   version "16.8.6"
-  resolved "https://registry.yarnpkg.com/react/-/react-16.8.6.tgz#ad6c3a9614fd3a4e9ef51117f54d888da01f2bbe"
+  resolved "https://registry.npmjs.org/react/-/react-16.8.6.tgz"
   integrity sha512-pC0uMkhLaHm11ZSJULfOBqV4tIZkx87ZLvbbQYunNixAAvjnC+snJCg0XQXn9VIsttVsbZP/H/ewzgsd5fxKXw==
   dependencies:
     loose-envify "^1.1.0"
@@ -4052,26 +2702,9 @@ react@^16.8.4:
     prop-types "^15.6.2"
     scheduler "^0.13.6"
 
-read-pkg-up@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/read-pkg-up/-/read-pkg-up-1.0.1.tgz#9d63c13276c065918d57f002a57f40a1b643fb02"
-  integrity sha1-nWPBMnbAZZGNV/ACpX9AobZD+wI=
-  dependencies:
-    find-up "^1.0.0"
-    read-pkg "^1.0.0"
-
-read-pkg@^1.0.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/read-pkg/-/read-pkg-1.1.0.tgz#f5ffaa5ecd29cb31c0474bca7d756b6bb29e3f28"
-  integrity sha1-9f+qXs0pyzHAR0vKfXVra7KePyg=
-  dependencies:
-    load-json-file "^1.0.0"
-    normalize-package-data "^2.3.2"
-    path-type "^1.0.0"
-
-"readable-stream@1 || 2", readable-stream@^2.0.0, readable-stream@^2.0.1, readable-stream@^2.0.2, readable-stream@^2.0.6, readable-stream@^2.1.5, readable-stream@^2.2.2, readable-stream@^2.3.3, readable-stream@^2.3.6, readable-stream@~2.3.6:
+readable-stream@^2.0.1:
   version "2.3.6"
-  resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-2.3.6.tgz#b11c27d88b8ff1fbe070643cf94b0c79ae1b0aaf"
+  resolved "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.6.tgz"
   integrity sha512-tQtKA9WIAhBF3+VLAseyMqZeBjW0AHJoxOtYqSUZNJxauErmLbVm2FW1y+J/YA9dUrAC39ITejlZWhVIwawkKw==
   dependencies:
     core-util-is "~1.0.0"
@@ -4083,318 +2716,230 @@ read-pkg@^1.0.0:
     util-deprecate "~1.0.1"
 
 readable-stream@^3.0.6:
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-3.2.0.tgz#de17f229864c120a9f56945756e4f32c4045245d"
-  integrity sha512-RV20kLjdmpZuTF1INEb9IA3L68Nmi+Ri7ppZqo78wj//Pn62fCoJyV9zalccNzDD/OuJpMG4f+pfMl8+L6QdGw==
+  version "3.6.2"
+  resolved "https://registry.npmjs.org/readable-stream/-/readable-stream-3.6.2.tgz"
+  integrity sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==
   dependencies:
     inherits "^2.0.3"
     string_decoder "^1.1.1"
     util-deprecate "^1.0.1"
 
-readdirp@^2.2.1:
-  version "2.2.1"
-  resolved "https://registry.yarnpkg.com/readdirp/-/readdirp-2.2.1.tgz#0e87622a3325aa33e892285caf8b4e846529a525"
-  integrity sha512-1JU/8q+VgFZyxwrJ+SVIOsh+KywWGpds3NTqikiKpDMZWScmAYyKIgqkO+ARvNWJfXeXR1zxz7aHF4u4CyH6vQ==
-  dependencies:
-    graceful-fs "^4.1.11"
-    micromatch "^3.1.10"
-    readable-stream "^2.0.2"
-
-redent@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/redent/-/redent-1.0.0.tgz#cf916ab1fd5f1f16dfb20822dd6ec7f730c2afde"
-  integrity sha1-z5Fqsf1fHxbfsggi3W7H9zDCr94=
-  dependencies:
-    indent-string "^2.1.0"
-    strip-indent "^1.0.1"
-
-regex-not@^1.0.0, regex-not@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/regex-not/-/regex-not-1.0.2.tgz#1f4ece27e00b0b65e0247a6810e6a85d83a5752c"
-  integrity sha512-J6SDjUgDxQj5NusnOtdFxDwN/+HWykR8GELwctJ7mdqhcyy1xEc4SRFHUXvxTp661YaVKAjfRLZ9cCqS6tn32A==
+readable-stream@^3.5.0:
+  version "3.6.2"
+  resolved "https://registry.npmjs.org/readable-stream/-/readable-stream-3.6.2.tgz"
+  integrity sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==
   dependencies:
-    extend-shallow "^3.0.2"
-    safe-regex "^1.1.0"
-
-remove-trailing-separator@^1.0.1:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/remove-trailing-separator/-/remove-trailing-separator-1.1.0.tgz#c24bce2a283adad5bc3f58e0d48249b92379d8ef"
-  integrity sha1-wkvOKig62tW8P1jg1IJJuSN52O8=
-
-repeat-element@^1.1.2:
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/repeat-element/-/repeat-element-1.1.3.tgz#782e0d825c0c5a3bb39731f84efee6b742e6b1ce"
-  integrity sha512-ahGq0ZnV5m5XtZLMb+vP76kcAM5nkLqk0lpqAuojSKGgQtn4eRi4ZZGm2olo2zKFH+sMsWaqOCW1dqAnOru72g==
+    inherits "^2.0.3"
+    string_decoder "^1.1.1"
+    util-deprecate "^1.0.1"
 
-repeat-string@^1.6.1:
-  version "1.6.1"
-  resolved "https://registry.yarnpkg.com/repeat-string/-/repeat-string-1.6.1.tgz#8dcae470e1c88abc2d600fff4a776286da75e637"
-  integrity sha1-jcrkcOHIirwtYA//Sndihtp15jc=
+readdirp@^4.0.1:
+  version "4.1.2"
+  resolved "https://registry.npmjs.org/readdirp/-/readdirp-4.1.2.tgz"
+  integrity sha512-GDhwkLfywWL2s6vEjyhri+eXmfH6j1L7JE27WhqLeYzoh/A3DBaYGEj2H/HFZCn/kMfim73FXxEJTw06WtxQwg==
 
-repeating@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/repeating/-/repeating-2.0.1.tgz#5214c53a926d3552707527fbab415dbc08d06dda"
-  integrity sha1-UhTFOpJtNVJwdSf7q0FdvAjQbdo=
+readdirp@~3.6.0:
+  version "3.6.0"
+  resolved "https://registry.npmjs.org/readdirp/-/readdirp-3.6.0.tgz"
+  integrity sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA==
   dependencies:
-    is-finite "^1.0.0"
+    picomatch "^2.2.1"
 
-request-promise-core@1.1.3:
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/request-promise-core/-/request-promise-core-1.1.3.tgz#e9a3c081b51380dfea677336061fea879a829ee9"
-  integrity sha512-QIs2+ArIGQVp5ZYbWD5ZLCY29D5CfWizP8eWnm8FoGD1TX61veauETVQbrV60662V0oFBkrDOuaBI8XgtuyYAQ==
+rechoir@^0.8.0:
+  version "0.8.0"
+  resolved "https://registry.npmjs.org/rechoir/-/rechoir-0.8.0.tgz"
+  integrity sha512-/vxpCXddiX8NGfGO/mTafwjq4aFa/71pvamip0++IQk3zG8cbCj0fifNPrjjF1XMXUne91jL9OoxmdykoEtifQ==
   dependencies:
-    lodash "^4.17.15"
+    resolve "^1.20.0"
 
-request-promise-native@^1.0.7:
-  version "1.0.8"
-  resolved "https://registry.yarnpkg.com/request-promise-native/-/request-promise-native-1.0.8.tgz#a455b960b826e44e2bf8999af64dff2bfe58cb36"
-  integrity sha512-dapwLGqkHtwL5AEbfenuzjTYg35Jd6KPytsC2/TLkVMz8rm+tNt72MGUWT1RP/aYawMpN6HqbNGBQaRcBtjQMQ==
-  dependencies:
-    request-promise-core "1.1.3"
-    stealthy-require "^1.1.1"
-    tough-cookie "^2.3.3"
-
-request@^2.87.0, request@^2.88.0:
-  version "2.88.0"
-  resolved "https://registry.yarnpkg.com/request/-/request-2.88.0.tgz#9c2fca4f7d35b592efe57c7f0a55e81052124fef"
-  integrity sha512-NAqBSrijGLZdM0WZNsInLJpkJokL72XYjUpnB0iwsRgxh7dB6COrHnTBNwN0E+lHDAJzu7kLAkDeY08z2/A0hg==
-  dependencies:
-    aws-sign2 "~0.7.0"
-    aws4 "^1.8.0"
-    caseless "~0.12.0"
-    combined-stream "~1.0.6"
-    extend "~3.0.2"
-    forever-agent "~0.6.1"
-    form-data "~2.3.2"
-    har-validator "~5.1.0"
-    http-signature "~1.2.0"
-    is-typedarray "~1.0.0"
-    isstream "~0.1.2"
-    json-stringify-safe "~5.0.1"
-    mime-types "~2.1.19"
-    oauth-sign "~0.9.0"
-    performance-now "^2.1.0"
-    qs "~6.5.2"
-    safe-buffer "^5.1.2"
-    tough-cookie "~2.4.3"
-    tunnel-agent "^0.6.0"
-    uuid "^3.3.2"
-
-require-directory@^2.1.1:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/require-directory/-/require-directory-2.1.1.tgz#8c64ad5fd30dab1c976e2344ffe7f792a6a6df42"
-  integrity sha1-jGStX9MNqxyXbiNE/+f3kqam30I=
-
-require-main-filename@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/require-main-filename/-/require-main-filename-1.0.1.tgz#97f717b69d48784f5f526a6c5aa8ffdda055a4d1"
-  integrity sha1-l/cXtp1IeE9fUmpsWqj/3aBVpNE=
-
-require-main-filename@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/require-main-filename/-/require-main-filename-2.0.0.tgz#d0b329ecc7cc0f61649f62215be69af54aa8989b"
-  integrity sha512-NKN5kMDylKuldxYLSUfrbo5Tuzh4hd+2E8NPPX02mZtn1VuREQToYe/ZdlJy+J3uCpfaiGF05e7B8W0iXbQHmg==
+require-from-string@^2.0.2:
+  version "2.0.2"
+  resolved "https://registry.npmjs.org/require-from-string/-/require-from-string-2.0.2.tgz"
+  integrity sha512-Xf0nWe6RseziFMu+Ap9biiUbmplq6S9/p+7w7YXP/JBHhrUDDUhwa+vANyubuqfZWTveU//DYVGsDG7RKL/vEw==
 
 requires-port@^1.0.0:
   version "1.0.0"
-  resolved "https://registry.yarnpkg.com/requires-port/-/requires-port-1.0.0.tgz#925d2601d39ac485e091cf0da5c6e694dc3dcaff"
-  integrity sha1-kl0mAdOaxIXgkc8NpcbmlNw9yv8=
-
-resolve-cwd@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/resolve-cwd/-/resolve-cwd-2.0.0.tgz#00a9f7387556e27038eae232caa372a6a59b665a"
-  integrity sha1-AKn3OHVW4nA46uIyyqNypqWbZlo=
-  dependencies:
-    resolve-from "^3.0.0"
-
-resolve-dir@^1.0.0, resolve-dir@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/resolve-dir/-/resolve-dir-1.0.1.tgz#79a40644c362be82f26effe739c9bb5382046f43"
-  integrity sha1-eaQGRMNivoLybv/nOcm7U4IEb0M=
-  dependencies:
-    expand-tilde "^2.0.0"
-    global-modules "^1.0.0"
+  resolved "https://registry.npmjs.org/requires-port/-/requires-port-1.0.0.tgz"
+  integrity sha512-KigOCHcocU3XODJxsu8i/j8T9tzT4adHiecwORRQ0ZZFcp7ahwXuRU1m+yuO90C5ZUyGeGfocHDI14M3L3yDAQ==
 
-resolve-from@^3.0.0:
+resolve-cwd@^3.0.0:
   version "3.0.0"
-  resolved "https://registry.yarnpkg.com/resolve-from/-/resolve-from-3.0.0.tgz#b22c7af7d9d6881bc8b6e653335eebcb0a188748"
-  integrity sha1-six699nWiBvItuZTM17rywoYh0g=
-
-resolve-url@^0.2.1:
-  version "0.2.1"
-  resolved "https://registry.yarnpkg.com/resolve-url/-/resolve-url-0.2.1.tgz#2c637fe77c893afd2a663fe21aa9080068e2052a"
-  integrity sha1-LGN/53yJOv0qZj/iGqkIAGjiBSo=
-
-resolve@^1.10.0, resolve@^1.3.2:
-  version "1.10.0"
-  resolved "https://registry.yarnpkg.com/resolve/-/resolve-1.10.0.tgz#3bdaaeaf45cc07f375656dfd2e54ed0810b101ba"
-  integrity sha512-3sUr9aq5OfSg2S9pNtPA9hL1FVEAjvfOC4leW0SNf/mpnaakz2a9femSd6LqAww2RaFctwyf1lCqnTHuF1rxDg==
+  resolved "https://registry.npmjs.org/resolve-cwd/-/resolve-cwd-3.0.0.tgz"
+  integrity sha512-OrZaX2Mb+rJCpH/6CpSqt9xFVpN++x01XnN2ie9g6P5/3xelLAkXWVADpdz1IHD/KFfEXyE6V0U01OQ3UO2rEg==
   dependencies:
-    path-parse "^1.0.6"
-
-ret@~0.1.10:
-  version "0.1.15"
-  resolved "https://registry.yarnpkg.com/ret/-/ret-0.1.15.tgz#b8a4825d5bdb1fc3f6f53c2bc33f81388681c7bc"
-  integrity sha512-TTlYpa+OL+vMMNG24xSlQGEJ3B/RzEfUlLct7b5G/ytav+wPrplCpVMFuwzXbkecJrb6IYo1iFb0S9v37754mg==
+    resolve-from "^5.0.0"
 
-rimraf@2:
-  version "2.7.1"
-  resolved "https://registry.yarnpkg.com/rimraf/-/rimraf-2.7.1.tgz#35797f13a7fdadc566142c29d4f07ccad483e3ec"
-  integrity sha512-uWjbaKIK3T1OSVptzX7Nl6PvQ3qAGtKEtVRjRuazjfL3Bx5eI409VZSqgND+4UNnmzLVdPj9FqFJNPqBZFve4w==
-  dependencies:
-    glob "^7.1.3"
+resolve-from@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.npmjs.org/resolve-from/-/resolve-from-5.0.0.tgz"
+  integrity sha512-qYg9KP24dD5qka9J47d0aVky0N+b4fTU89LN9iDnjB5waksiC49rvMB0PrUJQGoTmH50XPiqOvAjDfaijGxYZw==
 
-rimraf@^2.2.8, rimraf@^2.5.4, rimraf@^2.6.1, rimraf@^2.6.2:
-  version "2.6.3"
-  resolved "https://registry.yarnpkg.com/rimraf/-/rimraf-2.6.3.tgz#b2d104fe0d8fb27cf9e0a1cda8262dd3833c6cab"
-  integrity sha512-mwqeW5XsA2qAejG46gYdENaxXjx9onRNCfn7L0duuP4hCuTIi/QO7PDK07KJfp1d+izWPrzEJDcSqBa0OZQriA==
+resolve@^1.20.0, resolve@^1.3.2:
+  version "1.22.11"
+  resolved "https://registry.npmjs.org/resolve/-/resolve-1.22.11.tgz"
+  integrity sha512-RfqAvLnMl313r7c9oclB1HhUEAezcpLjz95wFH4LVuhk9JF/r22qmVP9AMmOU4vMX7Q8pN8jwNg/CSpdFnMjTQ==
   dependencies:
-    glob "^7.1.3"
+    is-core-module "^2.16.1"
+    path-parse "^1.0.7"
+    supports-preserve-symlinks-flag "^1.0.0"
 
-ripemd160@^2.0.0, ripemd160@^2.0.1:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/ripemd160/-/ripemd160-2.0.2.tgz#a1c1a6f624751577ba5d07914cbc92850585890c"
-  integrity sha512-ii4iagi25WusVoiC4B4lq7pbXfAp3D9v5CwfkY33vffw2+pkDjY1D8GaN7spsxvCSx8dkPqOZCEZyfxcmJG2IA==
-  dependencies:
-    hash-base "^3.0.0"
-    inherits "^2.0.1"
+retry@^0.13.1:
+  version "0.13.1"
+  resolved "https://registry.npmjs.org/retry/-/retry-0.13.1.tgz"
+  integrity sha512-XQBQ3I8W1Cge0Seh+6gjj03LbmRFWuoszgK9ooCpwYIrhhoO80pfq4cUkU5DkknwfOfFteRwlZ56PYOGYyFWdg==
 
-run-queue@^1.0.0, run-queue@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/run-queue/-/run-queue-1.0.3.tgz#e848396f057d223f24386924618e25694161ec47"
-  integrity sha1-6Eg5bwV9Ij8kOGkkYY4laUFh7Ec=
+rimraf@^3.0.2:
+  version "3.0.2"
+  resolved "https://registry.npmjs.org/rimraf/-/rimraf-3.0.2.tgz"
+  integrity sha512-JZkJMZkAGFFPP2YqXZXPbMlMBgsxzE8ILs4lMIX/2o0L9UBw9O/Y3o6wFw/i9YLapcUJWwqbi3kdxIPdC62TIA==
   dependencies:
-    aproba "^1.1.1"
+    glob "^7.1.3"
+
+safe-buffer@>=5.1.0, safe-buffer@5.2.1:
+  version "5.2.1"
+  resolved "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz"
+  integrity sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ==
 
-safe-buffer@5.1.2, safe-buffer@~5.1.0, safe-buffer@~5.1.1:
+safe-buffer@~5.1.0:
   version "5.1.2"
-  resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.1.2.tgz#991ec69d296e0313747d59bdfd2b745c35f8828d"
+  resolved "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz"
   integrity sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==
 
-safe-buffer@^5.0.1, safe-buffer@^5.1.0, safe-buffer@^5.1.1, safe-buffer@^5.1.2:
-  version "5.2.1"
-  resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.2.1.tgz#1eaf9fa9bdb1fdd4ec75f58f9cdb4e6b7827eec6"
-  integrity sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ==
+safe-buffer@~5.1.1:
+  version "5.1.2"
+  resolved "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz"
+  integrity sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==
 
-safe-regex@^1.1.0:
+safe-regex-test@^1.1.0:
   version "1.1.0"
-  resolved "https://registry.yarnpkg.com/safe-regex/-/safe-regex-1.1.0.tgz#40a3669f3b077d1e943d44629e157dd48023bf2e"
-  integrity sha1-QKNmnzsHfR6UPURinhV91IAjvy4=
+  resolved "https://registry.npmjs.org/safe-regex-test/-/safe-regex-test-1.1.0.tgz"
+  integrity sha512-x/+Cz4YrimQxQccJf5mKEbIa1NzeCRNI5Ecl/ekmlYaampdNLPalVyIcCZNNH3MvmqBugV5TMYZXv0ljslUlaw==
   dependencies:
-    ret "~0.1.10"
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    is-regex "^1.2.1"
 
-"safer-buffer@>= 2.1.2 < 3", safer-buffer@^2.0.2, safer-buffer@^2.1.0, safer-buffer@~2.1.0:
+"safer-buffer@>= 2.1.2 < 3":
   version "2.1.2"
-  resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a"
+  resolved "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz"
   integrity sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==
 
-sass-graph@2.2.5:
-  version "2.2.5"
-  resolved "https://registry.yarnpkg.com/sass-graph/-/sass-graph-2.2.5.tgz#a981c87446b8319d96dce0671e487879bd24c2e8"
-  integrity sha512-VFWDAHOe6mRuT4mZRd4eKE+d8Uedrk6Xnh7Sh9b4NGufQLQjOrvf/MQoOdx+0s92L89FeyUUNfU597j/3uNpag==
-  dependencies:
-    glob "^7.0.0"
-    lodash "^4.0.0"
-    scss-tokenizer "^0.2.3"
-    yargs "^13.3.2"
-
-sass-loader@^7.1.0:
-  version "7.1.0"
-  resolved "https://registry.yarnpkg.com/sass-loader/-/sass-loader-7.1.0.tgz#16fd5138cb8b424bf8a759528a1972d72aad069d"
-  integrity sha512-+G+BKGglmZM2GUSfT9TLuEp6tzehHPjAMoRRItOojWIqIGPloVCMhNIQuG639eJ+y033PaGTSjLaTHts8Kw79w==
-  dependencies:
-    clone-deep "^2.0.1"
-    loader-utils "^1.0.1"
-    lodash.tail "^4.1.1"
-    neo-async "^2.5.0"
-    pify "^3.0.0"
-    semver "^5.5.0"
-
-sax@>=0.6.0, sax@^1.2.4:
-  version "1.2.4"
-  resolved "https://registry.yarnpkg.com/sax/-/sax-1.2.4.tgz#2816234e2378bddc4e5354fab5caa895df7100d9"
-  integrity sha512-NqVDv9TpANUjFm0N8uM5GxL36UgKi9/atZw+x7YFnQ8ckwFGKrl4xX4yWtrey3UJm5nP1kUbnYgLopqWNSRhWw==
+sass-loader@^13.0.0:
+  version "13.3.3"
+  resolved "https://registry.npmjs.org/sass-loader/-/sass-loader-13.3.3.tgz"
+  integrity sha512-mt5YN2F1MOZr3d/wBRcZxeFgwgkH44wVc2zohO2YF6JiOMkiXe4BYRZpSu2sO1g71mo/j16txzUhsKZlqjVGzA==
+  dependencies:
+    neo-async "^2.6.2"
+
+sass@^1.69.0:
+  version "1.98.0"
+  resolved "https://registry.npmjs.org/sass/-/sass-1.98.0.tgz"
+  integrity sha512-+4N/u9dZ4PrgzGgPlKnaaRQx64RO0JBKs9sDhQ2pLgN6JQZ25uPQZKQYaBJU48Kd5BxgXoJ4e09Dq7nMcOUW3A==
+  dependencies:
+    chokidar "^4.0.0"
+    immutable "^5.1.5"
+    source-map-js ">=0.6.2 <2.0.0"
+  optionalDependencies:
+    "@parcel/watcher" "^2.4.1"
 
 scheduler@^0.13.6:
   version "0.13.6"
-  resolved "https://registry.yarnpkg.com/scheduler/-/scheduler-0.13.6.tgz#466a4ec332467b31a91b9bf74e5347072e4cd889"
+  resolved "https://registry.npmjs.org/scheduler/-/scheduler-0.13.6.tgz"
   integrity sha512-IWnObHt413ucAYKsD9J1QShUKkbKLQQHdxRyw73sw4FN26iWr3DY/H34xGPe4nmL1DwXyWmSWmMrA9TfQbE/XQ==
   dependencies:
     loose-envify "^1.1.0"
     object-assign "^4.1.1"
 
-schema-utils@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/schema-utils/-/schema-utils-1.0.0.tgz#0b79a93204d7b600d4b2850d1f66c2a34951c770"
-  integrity sha512-i27Mic4KovM/lnGsy8whRCHhc7VicJajAjTrYg11K9zfZXnYIt4k5F+kZkwjnrhKzLic/HLU4j11mjsz2G/75g==
-  dependencies:
-    ajv "^6.1.0"
-    ajv-errors "^1.0.0"
-    ajv-keywords "^3.1.0"
-
-scss-tokenizer@^0.2.3:
-  version "0.2.3"
-  resolved "https://registry.yarnpkg.com/scss-tokenizer/-/scss-tokenizer-0.2.3.tgz#8eb06db9a9723333824d3f5530641149847ce5d1"
-  integrity sha1-jrBtualyMzOCTT9VMGQRSYR85dE=
-  dependencies:
-    js-base64 "^2.1.8"
-    source-map "^0.4.2"
+schema-utils@^3.0.0:
+  version "3.3.0"
+  resolved "https://registry.npmjs.org/schema-utils/-/schema-utils-3.3.0.tgz"
+  integrity sha512-pN/yOAvcC+5rQ5nERGuwrjLlYvLTbCibnZ1I7B1LaiAz9BRBlE9GMgE/eqV30P7aJQUf7Ddimy/RsbYO/GrVGg==
+  dependencies:
+    "@types/json-schema" "^7.0.8"
+    ajv "^6.12.5"
+    ajv-keywords "^3.5.2"
+
+schema-utils@^4.0.0:
+  version "4.3.3"
+  resolved "https://registry.npmjs.org/schema-utils/-/schema-utils-4.3.3.tgz"
+  integrity sha512-eflK8wEtyOE6+hsaRVPxvUKYCpRgzLqDTb8krvAsRIwOGlHoSgYLgBXoubGgLd2fT41/OUYdb48v4k4WWHQurA==
+  dependencies:
+    "@types/json-schema" "^7.0.9"
+    ajv "^8.9.0"
+    ajv-formats "^2.1.1"
+    ajv-keywords "^5.1.0"
+
+schema-utils@^4.3.0:
+  version "4.3.3"
+  resolved "https://registry.npmjs.org/schema-utils/-/schema-utils-4.3.3.tgz"
+  integrity sha512-eflK8wEtyOE6+hsaRVPxvUKYCpRgzLqDTb8krvAsRIwOGlHoSgYLgBXoubGgLd2fT41/OUYdb48v4k4WWHQurA==
+  dependencies:
+    "@types/json-schema" "^7.0.9"
+    ajv "^8.9.0"
+    ajv-formats "^2.1.1"
+    ajv-keywords "^5.1.0"
+
+schema-utils@^4.3.3:
+  version "4.3.3"
+  resolved "https://registry.npmjs.org/schema-utils/-/schema-utils-4.3.3.tgz"
+  integrity sha512-eflK8wEtyOE6+hsaRVPxvUKYCpRgzLqDTb8krvAsRIwOGlHoSgYLgBXoubGgLd2fT41/OUYdb48v4k4WWHQurA==
+  dependencies:
+    "@types/json-schema" "^7.0.9"
+    ajv "^8.9.0"
+    ajv-formats "^2.1.1"
+    ajv-keywords "^5.1.0"
 
 select-hose@^2.0.0:
   version "2.0.0"
-  resolved "https://registry.yarnpkg.com/select-hose/-/select-hose-2.0.0.tgz#625d8658f865af43ec962bfc376a37359a4994ca"
-  integrity sha1-Yl2GWPhlr0Psliv8N2o3NZpJlMo=
+  resolved "https://registry.npmjs.org/select-hose/-/select-hose-2.0.0.tgz"
+  integrity sha512-mEugaLK+YfkijB4fx0e6kImuJdCIt2LxCRcbEYPqRGCs4F2ogyfZU5IAZRdjCP8JPq2AtdNoC/Dux63d9Kiryg==
 
-selfsigned@^1.9.1:
-  version "1.10.4"
-  resolved "https://registry.yarnpkg.com/selfsigned/-/selfsigned-1.10.4.tgz#cdd7eccfca4ed7635d47a08bf2d5d3074092e2cd"
-  integrity sha512-9AukTiDmHXGXWtWjembZ5NDmVvP2695EtpgbCsxCa68w3c88B+alqbmZ4O3hZ4VWGXeGWzEVdvqgAJD8DQPCDw==
+selfsigned@^2.1.1:
+  version "2.4.1"
+  resolved "https://registry.npmjs.org/selfsigned/-/selfsigned-2.4.1.tgz"
+  integrity sha512-th5B4L2U+eGLq1TVh7zNRGBapioSORUeymIydxgFpwww9d2qyKvtuPU2jJuHvYAwwqi2Y596QBL3eEqcPEYL8Q==
   dependencies:
-    node-forge "0.7.5"
+    "@types/node-forge" "^1.3.0"
+    node-forge "^1"
 
-"semver@2 || 3 || 4 || 5", semver@^5.3.0, semver@^5.5.0, semver@^5.6.0:
+semver@^5.3.0:
   version "5.7.0"
-  resolved "https://registry.yarnpkg.com/semver/-/semver-5.7.0.tgz#790a7cf6fea5459bac96110b29b60412dc8ff96b"
+  resolved "https://registry.npmjs.org/semver/-/semver-5.7.0.tgz"
   integrity sha512-Ya52jSX2u7QKghxeoFGpLwCtGlt7j0oY9DYb5apt9nPlJ42ID+ulTXESnt/qAQcoSERyZ5sl3LDIOw0nAn/5DA==
 
-semver@^6.0.0:
-  version "6.3.0"
-  resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.0.tgz#ee0a64c8af5e8ceea67687b133761e1becbd1d3d"
-  integrity sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==
+semver@^7.3.4:
+  version "7.7.4"
+  resolved "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz"
+  integrity sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==
 
-semver@~5.3.0:
-  version "5.3.0"
-  resolved "https://registry.yarnpkg.com/semver/-/semver-5.3.0.tgz#9b2ce5d3de02d17c6012ad326aa6b4d0cf54f94f"
-  integrity sha1-myzl094C0XxgEq0yaqa00M9U+U8=
+semver@^7.5.4:
+  version "7.7.4"
+  resolved "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz"
+  integrity sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==
 
-send@0.16.2:
-  version "0.16.2"
-  resolved "https://registry.yarnpkg.com/send/-/send-0.16.2.tgz#6ecca1e0f8c156d141597559848df64730a6bbc1"
-  integrity sha512-E64YFPUssFHEFBvpbbjr44NCLtI1AohxQ8ZSiJjQLskAdKuriYEP6VyGEsRDH8ScozGpkaX1BGvhanqCwkcEZw==
+send@~0.19.0, send@~0.19.1:
+  version "0.19.2"
+  resolved "https://registry.npmjs.org/send/-/send-0.19.2.tgz"
+  integrity sha512-VMbMxbDeehAxpOtWJXlcUS5E8iXh6QmN+BkRX1GARS3wRaXEEgzCcB10gTQazO42tpNIya8xIyNx8fll1OFPrg==
   dependencies:
     debug "2.6.9"
-    depd "~1.1.2"
-    destroy "~1.0.4"
-    encodeurl "~1.0.2"
+    depd "2.0.0"
+    destroy "1.2.0"
+    encodeurl "~2.0.0"
     escape-html "~1.0.3"
     etag "~1.8.1"
-    fresh "0.5.2"
-    http-errors "~1.6.2"
-    mime "1.4.1"
-    ms "2.0.0"
-    on-finished "~2.3.0"
-    range-parser "~1.2.0"
-    statuses "~1.4.0"
-
-serialize-javascript@^1.4.0:
-  version "1.6.1"
-  resolved "https://registry.yarnpkg.com/serialize-javascript/-/serialize-javascript-1.6.1.tgz#4d1f697ec49429a847ca6f442a2a755126c4d879"
-  integrity sha512-A5MOagrPFga4YaKQSWHryl7AXvbQkEqpw4NNYMTNYUNV51bA8ABHgYFpqKx+YFFrw59xMV1qGH1R4AgoNIVgCw==
-
-serve-index@^1.7.2:
+    fresh "~0.5.2"
+    http-errors "~2.0.1"
+    mime "1.6.0"
+    ms "2.1.3"
+    on-finished "~2.4.1"
+    range-parser "~1.2.1"
+    statuses "~2.0.2"
+
+serve-index@^1.9.1:
   version "1.9.1"
-  resolved "https://registry.yarnpkg.com/serve-index/-/serve-index-1.9.1.tgz#d3768d69b1e7d82e5ce050fff5b453bea12a9239"
-  integrity sha1-03aNabHn2C5c4FD/9bRTvqEqkjk=
+  resolved "https://registry.npmjs.org/serve-index/-/serve-index-1.9.1.tgz"
+  integrity sha1-03aNabHn2C5c4FD/9bRTvqEqkjk= sha512-pXHfKNP4qujrtteMrSBb0rc8HJ9Ms/GrXwcUtUtD5s4ewDJI8bT3Cz2zTVRMKtri49pLx2e0Ya8ziP5Ya2pZZw==
   dependencies:
     accepts "~1.3.4"
     batch "0.6.1"
@@ -4404,209 +2949,151 @@ serve-index@^1.7.2:
     mime-types "~2.1.17"
     parseurl "~1.3.2"
 
-serve-static@1.13.2:
-  version "1.13.2"
-  resolved "https://registry.yarnpkg.com/serve-static/-/serve-static-1.13.2.tgz#095e8472fd5b46237db50ce486a43f4b86c6cec1"
-  integrity sha512-p/tdJrO4U387R9oMjb1oj7qSMaMfmOyd4j9hOFoxZe2baQszgHcSWjuya/CiT5kgZZKRudHNOA0pYXOl8rQ5nw==
+serve-static@~1.16.2:
+  version "1.16.3"
+  resolved "https://registry.npmjs.org/serve-static/-/serve-static-1.16.3.tgz"
+  integrity sha512-x0RTqQel6g5SY7Lg6ZreMmsOzncHFU7nhnRWkKgWuMTu5NN0DR5oruckMqRvacAN9d5w6ARnRBXl9xhDCgfMeA==
   dependencies:
-    encodeurl "~1.0.2"
+    encodeurl "~2.0.0"
     escape-html "~1.0.3"
-    parseurl "~1.3.2"
-    send "0.16.2"
-
-set-blocking@^2.0.0, set-blocking@~2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/set-blocking/-/set-blocking-2.0.0.tgz#045f9782d011ae9a6803ddd382b24392b3d890f7"
-  integrity sha1-BF+XgtARrppoA93TgrJDkrPYkPc=
-
-set-value@^2.0.0, set-value@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/set-value/-/set-value-2.0.1.tgz#a18d40530e6f07de4228c7defe4227af8cad005b"
-  integrity sha512-JxHc1weCN68wRY0fhCoXpyK55m/XPHafOmK4UWD7m2CI14GMcFypt4w/0+NV5f/ZMby2F6S2wwA7fgynh9gWSw==
-  dependencies:
-    extend-shallow "^2.0.1"
-    is-extendable "^0.1.1"
-    is-plain-object "^2.0.3"
-    split-string "^3.0.1"
-
-setimmediate@^1.0.4:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/setimmediate/-/setimmediate-1.0.5.tgz#290cbb232e306942d7d7ea9b83732ab7856f8285"
-  integrity sha1-KQy7Iy4waULX1+qbg3Mqt4VvgoU=
+    parseurl "~1.3.3"
+    send "~0.19.1"
+
+set-function-length@^1.2.2:
+  version "1.2.2"
+  resolved "https://registry.npmjs.org/set-function-length/-/set-function-length-1.2.2.tgz"
+  integrity sha512-pgRc4hJ4/sNjWCSS9AmnS40x3bNMDTknHgL5UaMBTMyJnU90EgWh1Rz+MC9eFu4BuN/UwZjKQuY/1v3rM7HMfg==
+  dependencies:
+    define-data-property "^1.1.4"
+    es-errors "^1.3.0"
+    function-bind "^1.1.2"
+    get-intrinsic "^1.2.4"
+    gopd "^1.0.1"
+    has-property-descriptors "^1.0.2"
+
+setprototypeof@~1.2.0, setprototypeof@1.2.0:
+  version "1.2.0"
+  resolved "https://registry.npmjs.org/setprototypeof/-/setprototypeof-1.2.0.tgz"
+  integrity sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw==
 
 setprototypeof@1.1.0:
   version "1.1.0"
-  resolved "https://registry.yarnpkg.com/setprototypeof/-/setprototypeof-1.1.0.tgz#d0bd85536887b6fe7c0d818cb962d9d91c54e656"
+  resolved "https://registry.npmjs.org/setprototypeof/-/setprototypeof-1.1.0.tgz"
   integrity sha512-BvE/TwpZX4FXExxOxZyRGQQv651MSwmWKZGqvmPcRIjDqWub67kTKuIMx43cZZrS/cBBzwBcNDWoFxt2XEFIpQ==
 
-sha.js@^2.4.0, sha.js@^2.4.8:
-  version "2.4.11"
-  resolved "https://registry.yarnpkg.com/sha.js/-/sha.js-2.4.11.tgz#37a5cf0b81ecbc6943de109ba2960d1b26584ae7"
-  integrity sha512-QMEp5B7cftE7APOjk5Y6xgrbWu+WkLVQwk8JNjZ8nKRciZaByEW6MubieAiToS7+dwvrjGhH8jRXz3MVd0AYqQ==
-  dependencies:
-    inherits "^2.0.1"
-    safe-buffer "^5.0.1"
-
-shallow-clone@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/shallow-clone/-/shallow-clone-1.0.0.tgz#4480cd06e882ef68b2ad88a3ea54832e2c48b571"
-  integrity sha512-oeXreoKR/SyNJtRJMAKPDSvd28OqEwG4eR/xc856cRGBII7gX9lvAqDxusPm0846z/w/hWYjI1NpKwJ00NHzRA==
+shallow-clone@^3.0.0:
+  version "3.0.1"
+  resolved "https://registry.npmjs.org/shallow-clone/-/shallow-clone-3.0.1.tgz"
+  integrity sha512-/6KqX+GVUdqPuPPd2LxDDxzX6CAbjJehAAOKlNpqqUpAqPM6HeL8f+o3a+JsyGjn2lv0WY8UsTgUJjU9Ok55NA==
   dependencies:
-    is-extendable "^0.1.1"
-    kind-of "^5.0.0"
-    mixin-object "^2.0.1"
+    kind-of "^6.0.2"
 
-shebang-command@^1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/shebang-command/-/shebang-command-1.2.0.tgz#44aac65b695b03398968c39f363fee5deafdf1ea"
-  integrity sha1-RKrGW2lbAzmJaMOfNj/uXer98eo=
+shebang-command@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmjs.org/shebang-command/-/shebang-command-2.0.0.tgz"
+  integrity sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==
   dependencies:
-    shebang-regex "^1.0.0"
+    shebang-regex "^3.0.0"
 
-shebang-regex@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/shebang-regex/-/shebang-regex-1.0.0.tgz#da42f49740c0b42db2ca9728571cb190c98efea3"
-  integrity sha1-2kL0l0DAtC2yypcoVxyxkMmO/qM=
+shebang-regex@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmjs.org/shebang-regex/-/shebang-regex-3.0.0.tgz"
+  integrity sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==
 
-signal-exit@^3.0.0:
-  version "3.0.2"
-  resolved "https://registry.yarnpkg.com/signal-exit/-/signal-exit-3.0.2.tgz#b5fdc08f1287ea1178628e415e25132b73646c6d"
-  integrity sha1-tf3AjxKH6hF4Yo5BXiUTK3NkbG0=
+shell-quote@^1.8.3:
+  version "1.8.3"
+  resolved "https://registry.npmjs.org/shell-quote/-/shell-quote-1.8.3.tgz"
+  integrity sha512-ObmnIF4hXNg1BqhnHmgbDETF8dLPCggZWBjkQfhZpbszZnYur5DUljTcCHii5LC3J5E0yeO/1LIMyH+UvHQgyw==
 
-slice-ansi@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/slice-ansi/-/slice-ansi-2.1.0.tgz#cacd7693461a637a5788d92a7dd4fba068e81636"
-  integrity sha512-Qu+VC3EwYLldKa1fCxuuvULvSJOKEgk9pi8dZeCVK7TqBfUNTH4sFkk4joj8afVSfAYgJoSOetjx9QWOJ5mYoQ==
+side-channel-list@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.npmjs.org/side-channel-list/-/side-channel-list-1.0.0.tgz"
+  integrity sha512-FCLHtRD/gnpCiCHEiJLOwdmFP+wzCmDEkc9y7NsYxeF4u7Btsn1ZuwgwJGxImImHicJArLP4R0yX4c2KCrMrTA==
   dependencies:
-    ansi-styles "^3.2.0"
-    astral-regex "^1.0.0"
-    is-fullwidth-code-point "^2.0.0"
+    es-errors "^1.3.0"
+    object-inspect "^1.13.3"
 
-snapdragon-node@^2.0.1:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/snapdragon-node/-/snapdragon-node-2.1.1.tgz#6c175f86ff14bdb0724563e8f3c1b021a286853b"
-  integrity sha512-O27l4xaMYt/RSQ5TR3vpWCAB5Kb/czIcqUFOM/C4fYcLnbZUc1PkjTAMjof2pBWaSTwOUd6qUHcFGVGj7aIwnw==
+side-channel-map@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.npmjs.org/side-channel-map/-/side-channel-map-1.0.1.tgz"
+  integrity sha512-VCjCNfgMsby3tTdo02nbjtM/ewra6jPHmpThenkTYh8pG9ucZ/1P8So4u4FGBek/BjpOVsDCMoLA/iuBKIFXRA==
   dependencies:
-    define-property "^1.0.0"
-    isobject "^3.0.0"
-    snapdragon-util "^3.0.1"
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.5"
+    object-inspect "^1.13.3"
 
-snapdragon-util@^3.0.1:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/snapdragon-util/-/snapdragon-util-3.0.1.tgz#f956479486f2acd79700693f6f7b805e45ab56e2"
-  integrity sha512-mbKkMdQKsjX4BAL4bRYTj21edOf8cN7XHdYUJEe+Zn99hVEYcMvKPct1IqNe7+AZPirn8BCDOQBHQZknqmKlZQ==
-  dependencies:
-    kind-of "^3.2.0"
-
-snapdragon@^0.8.1:
-  version "0.8.2"
-  resolved "https://registry.yarnpkg.com/snapdragon/-/snapdragon-0.8.2.tgz#64922e7c565b0e14204ba1aa7d6964278d25182d"
-  integrity sha512-FtyOnWN/wCHTVXOMwvSv26d+ko5vWlIDD6zoUJ7LW8vh+ZBC8QdljveRP+crNrtBwioEUWy/4dMtbBjA4ioNlg==
-  dependencies:
-    base "^0.11.1"
-    debug "^2.2.0"
-    define-property "^0.2.5"
-    extend-shallow "^2.0.1"
-    map-cache "^0.2.2"
-    source-map "^0.5.6"
-    source-map-resolve "^0.5.0"
-    use "^3.1.0"
-
-sockjs-client@1.3.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/sockjs-client/-/sockjs-client-1.3.0.tgz#12fc9d6cb663da5739d3dc5fb6e8687da95cb177"
-  integrity sha512-R9jxEzhnnrdxLCNln0xg5uGHqMnkhPSTzUZH2eXcR03S/On9Yvoq2wyUZILRUhZCNVu2PmwWVoyuiPz8th8zbg==
+side-channel-weakmap@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.npmjs.org/side-channel-weakmap/-/side-channel-weakmap-1.0.2.tgz"
+  integrity sha512-WPS/HvHQTYnHisLo9McqBHOJk2FkHO/tlpvldyrnem4aeQp4hai3gythswg6p01oSoTl58rcpiFAjF2br2Ak2A==
   dependencies:
-    debug "^3.2.5"
-    eventsource "^1.0.7"
-    faye-websocket "~0.11.1"
-    inherits "^2.0.3"
-    json3 "^3.3.2"
-    url-parse "^1.4.3"
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.5"
+    object-inspect "^1.13.3"
+    side-channel-map "^1.0.1"
 
-sockjs@0.3.19:
-  version "0.3.19"
-  resolved "https://registry.yarnpkg.com/sockjs/-/sockjs-0.3.19.tgz#d976bbe800af7bd20ae08598d582393508993c0d"
-  integrity sha512-V48klKZl8T6MzatbLlzzRNhMepEys9Y4oGFpypBFFn1gLI/QQ9HtLLyWJNbPlwGLelOVOEijUbTTJeLLI59jLw==
+side-channel@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.npmjs.org/side-channel/-/side-channel-1.1.0.tgz"
+  integrity sha512-ZX99e6tRweoUXqR+VBrslhda51Nh5MTQwou5tnUDgbtyM0dBgmhEDtWGP/xbKn6hqfPRHujUNwz5fy/wbbhnpw==
   dependencies:
-    faye-websocket "^0.10.0"
-    uuid "^3.0.1"
+    es-errors "^1.3.0"
+    object-inspect "^1.13.3"
+    side-channel-list "^1.0.0"
+    side-channel-map "^1.0.1"
+    side-channel-weakmap "^1.0.2"
 
-source-list-map@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/source-list-map/-/source-list-map-2.0.1.tgz#3993bd873bfc48479cca9ea3a547835c7c154b34"
-  integrity sha512-qnQ7gVMxGNxsiL4lEuJwe/To8UnK7fAnmbGEEH8RpLouuKbeEm0lhbQVFIrNSuB+G7tVrAlVsZgETT5nljf+Iw==
+signal-exit@^3.0.3:
+  version "3.0.7"
+  resolved "https://registry.npmjs.org/signal-exit/-/signal-exit-3.0.7.tgz"
+  integrity sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ==
 
-source-map-resolve@^0.5.0:
-  version "0.5.2"
-  resolved "https://registry.yarnpkg.com/source-map-resolve/-/source-map-resolve-0.5.2.tgz#72e2cc34095543e43b2c62b2c4c10d4a9054f259"
-  integrity sha512-MjqsvNwyz1s0k81Goz/9vRBe9SZdB09Bdw+/zYyO+3CuPk6fouTaxscHkgtE8jKvf01kVfl8riHzERQ/kefaSA==
+slice-ansi@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.npmjs.org/slice-ansi/-/slice-ansi-4.0.0.tgz"
+  integrity sha512-qMCMfhY040cVHT43K9BFygqYbUPFZKHOg7K73mtTWJRb8pyP3fzf4Ixd5SzdEJQ6MRUg/WBnOLxghZtKKurENQ==
   dependencies:
-    atob "^2.1.1"
-    decode-uri-component "^0.2.0"
-    resolve-url "^0.2.1"
-    source-map-url "^0.4.0"
-    urix "^0.1.0"
+    ansi-styles "^4.0.0"
+    astral-regex "^2.0.0"
+    is-fullwidth-code-point "^3.0.0"
 
-source-map-support@^0.5.6, source-map-support@~0.5.10:
-  version "0.5.11"
-  resolved "https://registry.yarnpkg.com/source-map-support/-/source-map-support-0.5.11.tgz#efac2ce0800355d026326a0ca23e162aeac9a4e2"
-  integrity sha512-//sajEx/fGL3iw6fltKMdPvy8kL3kJ2O3iuYlRoT3k9Kb4BjOoZ+BZzaNHeuaruSt+Kf3Zk9tnfAQg9/AJqUVQ==
+sockjs@^0.3.24:
+  version "0.3.24"
+  resolved "https://registry.npmjs.org/sockjs/-/sockjs-0.3.24.tgz"
+  integrity sha512-GJgLTZ7vYb/JtPSSZ10hsOYIvEYsjbNU+zPdIHcUaWVNUEPivzxku31865sSSud0Da0W4lEeOPlmw93zLQchuQ==
   dependencies:
-    buffer-from "^1.0.0"
-    source-map "^0.6.0"
+    faye-websocket "^0.11.3"
+    uuid "^8.3.2"
+    websocket-driver "^0.7.4"
 
-source-map-url@^0.4.0:
-  version "0.4.0"
-  resolved "https://registry.yarnpkg.com/source-map-url/-/source-map-url-0.4.0.tgz#3e935d7ddd73631b97659956d55128e87b5084a3"
-  integrity sha1-PpNdfd1zYxuXZZlW1VEo6HtQhKM=
+source-map-js@^1.2.1, "source-map-js@>=0.6.2 <2.0.0":
+  version "1.2.1"
+  resolved "https://registry.npmjs.org/source-map-js/-/source-map-js-1.2.1.tgz"
+  integrity sha512-UXWMKhLOwVKb728IUtQPXxfYU+usdybtUrK/8uGE8CQMvrhOpwvzDBwj0QhSL7MQc7vIsISBG8VQ8+IDQxpfQA==
 
-source-map@^0.4.2:
-  version "0.4.4"
-  resolved "https://registry.yarnpkg.com/source-map/-/source-map-0.4.4.tgz#eba4f5da9c0dc999de68032d8b4f76173652036b"
-  integrity sha1-66T12pwNyZneaAMti092FzZSA2s=
+source-map-support@~0.5.20:
+  version "0.5.21"
+  resolved "https://registry.npmjs.org/source-map-support/-/source-map-support-0.5.21.tgz"
+  integrity sha512-uBHU3L3czsIyYXKX88fdrGovxdSCoTGDRZ6SYXtSRxLZUzHg5P/66Ht6uoUlHu9EZod+inXhKo3qQgwXUT/y1w==
   dependencies:
-    amdefine ">=0.0.4"
-
-source-map@^0.5.6:
-  version "0.5.7"
-  resolved "https://registry.yarnpkg.com/source-map/-/source-map-0.5.7.tgz#8a039d2d1021d22d1ea14c80d8ea468ba2ef3fcc"
-  integrity sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=
+    buffer-from "^1.0.0"
+    source-map "^0.6.0"
 
-source-map@^0.6.0, source-map@^0.6.1, source-map@~0.6.1:
+source-map@^0.6.0, source-map@^0.6.1:
   version "0.6.1"
-  resolved "https://registry.yarnpkg.com/source-map/-/source-map-0.6.1.tgz#74722af32e9614e9c287a8d0bbde48b5e2f1a263"
+  resolved "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz"
   integrity sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==
 
-spdx-correct@^3.0.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/spdx-correct/-/spdx-correct-3.1.0.tgz#fb83e504445268f154b074e218c87c003cd31df4"
-  integrity sha512-lr2EZCctC2BNR7j7WzJ2FpDznxky1sjfxvvYEyzxNyb6lZXHODmEoJeFu4JupYlkfha1KZpJyoqiJ7pgA1qq8Q==
-  dependencies:
-    spdx-expression-parse "^3.0.0"
-    spdx-license-ids "^3.0.0"
-
-spdx-exceptions@^2.1.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/spdx-exceptions/-/spdx-exceptions-2.2.0.tgz#2ea450aee74f2a89bfb94519c07fcd6f41322977"
-  integrity sha512-2XQACfElKi9SlVb1CYadKDXvoajPgBVPn/gOQLrTvHdElaVhr7ZEbqJaRnJLVNeaI4cMEAgVCeBMKF6MWRDCRA==
-
-spdx-expression-parse@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/spdx-expression-parse/-/spdx-expression-parse-3.0.0.tgz#99e119b7a5da00e05491c9fa338b7904823b41d0"
-  integrity sha512-Yg6D3XpRD4kkOmTpdgbUiEJFKghJH03fiC1OPll5h/0sO6neh2jqRDVHOQ4o/LMea0tgCkbMgea5ip/e+MkWyg==
-  dependencies:
-    spdx-exceptions "^2.1.0"
-    spdx-license-ids "^3.0.0"
-
-spdx-license-ids@^3.0.0:
-  version "3.0.3"
-  resolved "https://registry.yarnpkg.com/spdx-license-ids/-/spdx-license-ids-3.0.3.tgz#81c0ce8f21474756148bbb5f3bfc0f36bf15d76e"
-  integrity sha512-uBIcIl3Ih6Phe3XHK1NqboJLdGfwr1UN3k6wSD1dZpmPsIkb8AGNbZYJ1fOBk834+Gxy8rpfDxrS6XLEMZMY2g==
+source-map@^0.7.4:
+  version "0.7.6"
+  resolved "https://registry.npmjs.org/source-map/-/source-map-0.7.6.tgz"
+  integrity sha512-i5uvt8C3ikiWeNZSVZNWcfZPItFQOsYTUAOkcUPGd8DqDy1uOUikjt5dG+uRlwyvR108Fb9DOd4GvXfT0N2/uQ==
 
 spdy-transport@^3.0.0:
   version "3.0.0"
-  resolved "https://registry.yarnpkg.com/spdy-transport/-/spdy-transport-3.0.0.tgz#00d4863a6400ad75df93361a1608605e5dcdcf31"
+  resolved "https://registry.npmjs.org/spdy-transport/-/spdy-transport-3.0.0.tgz"
   integrity sha512-hsLVFE5SjA6TCisWeJXFKniGGOpBgMLmerfO2aCyCU5s7nJ/rpAepqmFifv/GCbSbueEeAJJnmSQ2rKC/g8Fcw==
   dependencies:
     debug "^4.1.0"
@@ -4616,10 +3103,10 @@ spdy-transport@^3.0.0:
     readable-stream "^3.0.6"
     wbuf "^1.7.3"
 
-spdy@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/spdy/-/spdy-4.0.0.tgz#81f222b5a743a329aa12cea6a390e60e9b613c52"
-  integrity sha512-ot0oEGT/PGUpzf/6uk4AWLqkq+irlqHXkrdbk51oWONh3bxQmBuljxPNl66zlRRcIJStWq0QkLUCPOPjgjvU0Q==
+spdy@^4.0.2:
+  version "4.0.2"
+  resolved "https://registry.npmjs.org/spdy/-/spdy-4.0.2.tgz"
+  integrity sha512-r46gZQZQV+Kl9oItvl1JZZqJKGr+oEkB08A6BzkiR7593/7IbtuncXHd2YoYeTsG4157ZssMu9KYvUHLcjcDoA==
   dependencies:
     debug "^4.1.0"
     handle-thing "^2.0.0"
@@ -4627,410 +3114,201 @@ spdy@^4.0.0:
     select-hose "^2.0.0"
     spdy-transport "^3.0.0"
 
-split-string@^3.0.1, split-string@^3.0.2:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/split-string/-/split-string-3.1.0.tgz#7cb09dda3a86585705c64b39a6466038682e8fe2"
-  integrity sha512-NzNVhJDYpwceVVii8/Hu6DKfD2G+NrQHlS/V/qgv763EYudVwEcMQNxd2lh+0VrUByXN/oJkl5grOhYWvQUYiw==
-  dependencies:
-    extend-shallow "^3.0.0"
-
 sprintf-js@~1.0.2:
   version "1.0.3"
-  resolved "https://registry.yarnpkg.com/sprintf-js/-/sprintf-js-1.0.3.tgz#04e6926f662895354f3dd015203633b857297e2c"
-  integrity sha1-BOaSb2YolTVPPdAVIDYzuFcpfiw=
-
-sshpk@^1.7.0:
-  version "1.16.1"
-  resolved "https://registry.yarnpkg.com/sshpk/-/sshpk-1.16.1.tgz#fb661c0bef29b39db40769ee39fa70093d6f6877"
-  integrity sha512-HXXqVUq7+pcKeLqqZj6mHFUMvXtOJt1uoUx09pFW6011inTMxqI8BA8PM95myrIyyKwdnzjdFjLiE6KBPVtJIg==
-  dependencies:
-    asn1 "~0.2.3"
-    assert-plus "^1.0.0"
-    bcrypt-pbkdf "^1.0.0"
-    dashdash "^1.12.0"
-    ecc-jsbn "~0.1.1"
-    getpass "^0.1.1"
-    jsbn "~0.1.0"
-    safer-buffer "^2.0.2"
-    tweetnacl "~0.14.0"
-
-ssri@^6.0.1:
-  version "6.0.2"
-  resolved "https://registry.yarnpkg.com/ssri/-/ssri-6.0.2.tgz#157939134f20464e7301ddba3e90ffa8f7728ac5"
-  integrity sha512-cepbSq/neFK7xB6A50KHN0xHDotYzq58wWCa5LeWqnPrHG8GzfEjO/4O8kpmcGW+oaxkvhEJCWgbgNk4/ZV93Q==
-  dependencies:
-    figgy-pudding "^3.5.1"
-
-static-extend@^0.1.1:
-  version "0.1.2"
-  resolved "https://registry.yarnpkg.com/static-extend/-/static-extend-0.1.2.tgz#60809c39cbff55337226fd5e0b520f341f1fb5c6"
-  integrity sha1-YICcOcv/VTNyJv1eC1IPNB8ftcY=
-  dependencies:
-    define-property "^0.2.5"
-    object-copy "^0.1.0"
+  resolved "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.0.3.tgz"
+  integrity sha1-BOaSb2YolTVPPdAVIDYzuFcpfiw= sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g==
 
 "statuses@>= 1.4.0 < 2":
-  version "1.5.0"
-  resolved "https://registry.yarnpkg.com/statuses/-/statuses-1.5.0.tgz#161c7dac177659fd9811f43771fa99381478628c"
-  integrity sha1-Fhx9rBd2Wf2YEfQ3cfqZOBR4Yow=
-
-statuses@~1.4.0:
   version "1.4.0"
-  resolved "https://registry.yarnpkg.com/statuses/-/statuses-1.4.0.tgz#bb73d446da2796106efcc1b601a253d6c46bd087"
+  resolved "https://registry.npmjs.org/statuses/-/statuses-1.4.0.tgz"
   integrity sha512-zhSCtt8v2NDrRlPQpCNtw/heZLtfUDqxBM1udqikb/Hbk52LK4nQSwr10u77iopCW5LsyHpuXS0GnEc48mLeew==
 
-stdout-stream@^1.4.0:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/stdout-stream/-/stdout-stream-1.4.1.tgz#5ac174cdd5cd726104aa0c0b2bd83815d8d535de"
-  integrity sha512-j4emi03KXqJWcIeF8eIXkjMFN1Cmb8gUlDYGeBALLPo5qdyTfA9bOtl8m33lRoC+vFMkP3gl0WsDr6+gzxbbTA==
-  dependencies:
-    readable-stream "^2.0.1"
-
-stealthy-require@^1.1.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/stealthy-require/-/stealthy-require-1.1.1.tgz#35b09875b4ff49f26a777e509b3090a3226bf24b"
-  integrity sha1-NbCYdbT/SfJqd35QmzCQoyJr8ks=
-
-stream-browserify@^2.0.1:
+statuses@~2.0.1, statuses@~2.0.2:
   version "2.0.2"
-  resolved "https://registry.yarnpkg.com/stream-browserify/-/stream-browserify-2.0.2.tgz#87521d38a44aa7ee91ce1cd2a47df0cb49dd660b"
-  integrity sha512-nX6hmklHs/gr2FuxYDltq8fJA1GDlxKQCz8O/IM4atRqBH8OORmBNgfvW5gG10GT/qQ9u0CzIvr2X5Pkt6ntqg==
-  dependencies:
-    inherits "~2.0.1"
-    readable-stream "^2.0.2"
-
-stream-each@^1.1.0:
-  version "1.2.3"
-  resolved "https://registry.yarnpkg.com/stream-each/-/stream-each-1.2.3.tgz#ebe27a0c389b04fbcc233642952e10731afa9bae"
-  integrity sha512-vlMC2f8I2u/bZGqkdfLQW/13Zihpej/7PmSiMQsbYddxuTsJp8vRe2x2FvVExZg7FaOds43ROAuFJwPR4MTZLw==
-  dependencies:
-    end-of-stream "^1.1.0"
-    stream-shift "^1.0.0"
-
-stream-http@^2.7.2:
-  version "2.8.3"
-  resolved "https://registry.yarnpkg.com/stream-http/-/stream-http-2.8.3.tgz#b2d242469288a5a27ec4fe8933acf623de6514fc"
-  integrity sha512-+TSkfINHDo4J+ZobQLWiMouQYB+UVYFttRA94FpEzzJ7ZdqcL4uUUQ7WkdkI4DSozGmgBUE/a47L+38PenXhUw==
-  dependencies:
-    builtin-status-codes "^3.0.0"
-    inherits "^2.0.1"
-    readable-stream "^2.3.6"
-    to-arraybuffer "^1.0.0"
-    xtend "^4.0.0"
-
-stream-shift@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/stream-shift/-/stream-shift-1.0.0.tgz#d5c752825e5367e786f78e18e445ea223a155952"
-  integrity sha1-1cdSgl5TZ+eG944Y5EXqIjoVWVI=
+  resolved "https://registry.npmjs.org/statuses/-/statuses-2.0.2.tgz"
+  integrity sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==
 
-string-width@^1.0.1:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/string-width/-/string-width-1.0.2.tgz#118bdf5b8cdc51a2a7e70d211e07e2b0b9b107d3"
-  integrity sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=
-  dependencies:
-    code-point-at "^1.0.0"
-    is-fullwidth-code-point "^1.0.0"
-    strip-ansi "^3.0.0"
-
-"string-width@^1.0.2 || 2", string-width@^2.0.0, string-width@^2.1.1:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/string-width/-/string-width-2.1.1.tgz#ab93f27a8dc13d28cac815c462143a6d9012ae9e"
-  integrity sha512-nOqH59deCq9SRHlxq1Aw85Jnt4w6KvLKqWVik6oA9ZklXLNIOlqg4F2yrT1MVaTjAqvVwdfeZ7w7aCvJD7ugkw==
-  dependencies:
-    is-fullwidth-code-point "^2.0.0"
-    strip-ansi "^4.0.0"
-
-string-width@^3.0.0, string-width@^3.1.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/string-width/-/string-width-3.1.0.tgz#22767be21b62af1081574306f69ac51b62203961"
-  integrity sha512-vafcv6KjVZKSgz06oM/H6GDBrAtz8vdhQakGjFIvNrHA6y3HCF1CInLy+QLq8dTJPQ1b+KDUqDFctkdRW44e1w==
-  dependencies:
-    emoji-regex "^7.0.1"
-    is-fullwidth-code-point "^2.0.0"
-    strip-ansi "^5.1.0"
-
-string_decoder@^1.0.0, string_decoder@^1.1.1:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/string_decoder/-/string_decoder-1.2.0.tgz#fe86e738b19544afe70469243b2a1ee9240eae8d"
-  integrity sha512-6YqyX6ZWEYguAxgZzHGL7SsCeGx3V2TtOTqZz1xSTSWnqsbWwbptafNyvf/ACquZUXV3DANr5BDIwNYe1mN42w==
+stream-browserify@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmjs.org/stream-browserify/-/stream-browserify-3.0.0.tgz"
+  integrity sha512-H73RAHsVBapbim0tU2JwwOiXUj+fikfiaoYAKHF3VJfA0pe2BCzkhAHBlLG6REzE+2WNZcxOXjK7lkso+9euLA==
   dependencies:
-    safe-buffer "~5.1.0"
+    inherits "~2.0.4"
+    readable-stream "^3.5.0"
 
-string_decoder@~1.1.1:
+string_decoder@^1.1.1, string_decoder@~1.1.1:
   version "1.1.1"
-  resolved "https://registry.yarnpkg.com/string_decoder/-/string_decoder-1.1.1.tgz#9cf1611ba62685d7030ae9e4ba34149c3af03fc8"
+  resolved "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz"
   integrity sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==
   dependencies:
     safe-buffer "~5.1.0"
 
-strip-ansi@^3.0.0, strip-ansi@^3.0.1:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-3.0.1.tgz#6a385fb8853d952d5ff05d0e8aaf94278dc63dcf"
-  integrity sha1-ajhfuIU9lS1f8F0Oiq+UJ43GPc8=
-  dependencies:
-    ansi-regex "^2.0.0"
-
-strip-ansi@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-4.0.0.tgz#a8479022eb1ac368a871389b635262c505ee368f"
-  integrity sha1-qEeQIusaw2iocTibY1JixQXuNo8=
+string-width@^4.2.3:
+  version "4.2.3"
+  resolved "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz"
+  integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==
   dependencies:
-    ansi-regex "^3.0.0"
+    emoji-regex "^8.0.0"
+    is-fullwidth-code-point "^3.0.0"
+    strip-ansi "^6.0.1"
 
-strip-ansi@^5.0.0, strip-ansi@^5.1.0, strip-ansi@^5.2.0:
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-5.2.0.tgz#8c9a536feb6afc962bdfa5b104a5091c1ad9c0ae"
-  integrity sha512-DuRs1gKbBqsMKIZlrffwlug8MHkcnpjs5VPmL1PAh+mA30U0DTotfDZ0d2UUsXpPmPmMMJ6W773MaA3J+lbiWA==
+strip-ansi@^6.0.1:
+  version "6.0.1"
+  resolved "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz"
+  integrity sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==
   dependencies:
-    ansi-regex "^4.1.0"
+    ansi-regex "^5.0.1"
 
-strip-bom@^2.0.0:
+strip-final-newline@^2.0.0:
   version "2.0.0"
-  resolved "https://registry.yarnpkg.com/strip-bom/-/strip-bom-2.0.0.tgz#6219a85616520491f35788bdbf1447a99c7e6b0e"
-  integrity sha1-YhmoVhZSBJHzV4i9vxRHqZx+aw4=
-  dependencies:
-    is-utf8 "^0.2.0"
-
-strip-eof@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/strip-eof/-/strip-eof-1.0.0.tgz#bb43ff5598a6eb05d89b59fcd129c983313606bf"
-  integrity sha1-u0P/VZim6wXYm1n80SnJgzE2Br8=
-
-strip-indent@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/strip-indent/-/strip-indent-1.0.1.tgz#0c7962a6adefa7bbd4ac366460a638552ae1a0a2"
-  integrity sha1-DHlipq3vp7vUrDZkYKY4VSrhoKI=
-  dependencies:
-    get-stdin "^4.0.1"
-
-strip-json-comments@~2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/strip-json-comments/-/strip-json-comments-2.0.1.tgz#3c531942e908c2697c0ec344858c286c7ca0a60a"
-  integrity sha1-PFMZQukIwml8DsNEhYwobHygpgo=
+  resolved "https://registry.npmjs.org/strip-final-newline/-/strip-final-newline-2.0.0.tgz"
+  integrity sha512-BrpvfNAE3dcvq7ll3xVumzjKjZQ5tI1sEUIKr3Uoks0XUl45St3FlatVqef9prk4jRDzhW6WZg+3bk93y6pLjA==
 
-style-loader@^0.23.1:
-  version "0.23.1"
-  resolved "https://registry.yarnpkg.com/style-loader/-/style-loader-0.23.1.tgz#cb9154606f3e771ab6c4ab637026a1049174d925"
-  integrity sha512-XK+uv9kWwhZMZ1y7mysB+zoihsEj4wneFWAS5qoiLwzW0WzSqMrrsIy+a3zkQJq0ipFtBpX5W3MqyRIBF/WFGg==
-  dependencies:
-    loader-utils "^1.1.0"
-    schema-utils "^1.0.0"
+strnum@^2.2.2:
+  version "2.2.2"
+  resolved "https://registry.npmjs.org/strnum/-/strnum-2.2.2.tgz"
+  integrity sha512-DnR90I+jtXNSTXWdwrEy9FakW7UX+qUZg28gj5fk2vxxl7uS/3bpI4fjFYVmdK9etptYBPNkpahuQnEwhwECqA==
 
-supports-color@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-2.0.0.tgz#535d045ce6b6363fa40117084629995e9df324c7"
-  integrity sha1-U10EXOa2Nj+kARcIRimZXp3zJMc=
+style-loader@^3.0.0:
+  version "3.3.4"
+  resolved "https://registry.npmjs.org/style-loader/-/style-loader-3.3.4.tgz"
+  integrity sha512-0WqXzrsMTyb8yjZJHDqwmnwRJvhALK9LfRtRc6B4UTWe8AijYLZYZ9thuJTZc2VfQWINADW/j+LiJnfy2RoC1w==
 
-supports-color@^5.3.0, supports-color@^5.5.0:
+supports-color@^5.3.0:
   version "5.5.0"
-  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-5.5.0.tgz#e2e69a44ac8772f78a1ec0b35b689df6530efc8f"
+  resolved "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz"
   integrity sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==
   dependencies:
     has-flag "^3.0.0"
 
-supports-color@^6.1.0:
-  version "6.1.0"
-  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-6.1.0.tgz#0764abc69c63d5ac842dd4867e8d025e880df8f3"
-  integrity sha512-qe1jfm1Mg7Nq/NSh6XE24gPXROEVsWHxC1LIx//XNlD9iw7YZQGjZNjYN7xGaEG6iKdA8EtNFW6R0gjnVXp+wQ==
+supports-color@^7.1.0:
+  version "7.2.0"
+  resolved "https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz"
+  integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
   dependencies:
-    has-flag "^3.0.0"
+    has-flag "^4.0.0"
 
-table@^5.4.6:
-  version "5.4.6"
-  resolved "https://registry.yarnpkg.com/table/-/table-5.4.6.tgz#1292d19500ce3f86053b05f0e8e7e4a3bb21079e"
-  integrity sha512-wmEc8m4fjnob4gt5riFRtTu/6+4rSe12TpAELNSqHMfF3IqnA+CH37USM6/YR3qRZv7e56kAEAtd6nKZaxe0Ug==
+supports-color@^8.0.0:
+  version "8.1.1"
+  resolved "https://registry.npmjs.org/supports-color/-/supports-color-8.1.1.tgz"
+  integrity sha512-MpUEN2OodtUzxvKQl72cUF7RQ5EiHsGvSsVG0ia9c5RbWGL2CI4C7EpPS8UTBIplnlzZiNuV56w+FuNxy3ty2Q==
   dependencies:
-    ajv "^6.10.2"
-    lodash "^4.17.14"
-    slice-ansi "^2.1.0"
-    string-width "^3.0.0"
-
-tapable@^1.0.0, tapable@^1.1.0:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/tapable/-/tapable-1.1.1.tgz#4d297923c5a72a42360de2ab52dadfaaec00018e"
-  integrity sha512-9I2ydhj8Z9veORCw5PRm4u9uebCn0mcCa6scWoNcbZ6dAtoo2618u9UUzxgmsCOreJpqDDuv61LvwofW7hLcBA==
+    has-flag "^4.0.0"
 
-tar@^2.0.0:
-  version "2.2.2"
-  resolved "https://registry.yarnpkg.com/tar/-/tar-2.2.2.tgz#0ca8848562c7299b8b446ff6a4d60cdbb23edc40"
-  integrity sha512-FCEhQ/4rE1zYv9rYXJw/msRqsnmlje5jHP6huWeBZ704jUTy02c5AZyWujpMR1ax6mVw9NyJMfuK2CMDWVIfgA==
-  dependencies:
-    block-stream "*"
-    fstream "^1.0.12"
-    inherits "2"
+supports-preserve-symlinks-flag@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.npmjs.org/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz"
+  integrity sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w==
 
-tar@^4:
-  version "4.4.8"
-  resolved "https://registry.yarnpkg.com/tar/-/tar-4.4.8.tgz#b19eec3fde2a96e64666df9fdb40c5ca1bc3747d"
-  integrity sha512-LzHF64s5chPQQS0IYBn9IN5h3i98c12bo4NCO7e0sGM2llXQ3p2FGC5sdENN4cTW48O915Sh+x+EXx7XW96xYQ==
+table@^6.9.0:
+  version "6.9.0"
+  resolved "https://registry.npmjs.org/table/-/table-6.9.0.tgz"
+  integrity sha512-9kY+CygyYM6j02t5YFHbNz2FN5QmYGv9zAjVp4lCDjlCw7amdckXlEt/bjMhUIfj4ThGRE4gCUH5+yGnNuPo5A==
   dependencies:
-    chownr "^1.1.1"
-    fs-minipass "^1.2.5"
-    minipass "^2.3.4"
-    minizlib "^1.1.1"
-    mkdirp "^0.5.0"
-    safe-buffer "^5.1.2"
-    yallist "^3.0.2"
+    ajv "^8.0.1"
+    lodash.truncate "^4.4.2"
+    slice-ansi "^4.0.0"
+    string-width "^4.2.3"
+    strip-ansi "^6.0.1"
 
-terser-webpack-plugin@^1.1.0:
-  version "1.2.3"
-  resolved "https://registry.yarnpkg.com/terser-webpack-plugin/-/terser-webpack-plugin-1.2.3.tgz#3f98bc902fac3e5d0de730869f50668561262ec8"
-  integrity sha512-GOK7q85oAb/5kE12fMuLdn2btOS9OBZn4VsecpHDywoUC/jLhSAKOiYo0ezx7ss2EXPMzyEWFoE0s1WLE+4+oA==
-  dependencies:
-    cacache "^11.0.2"
-    find-cache-dir "^2.0.0"
-    schema-utils "^1.0.0"
-    serialize-javascript "^1.4.0"
-    source-map "^0.6.1"
-    terser "^3.16.1"
-    webpack-sources "^1.1.0"
-    worker-farm "^1.5.2"
+tapable@^2.3.0:
+  version "2.3.2"
+  resolved "https://registry.npmjs.org/tapable/-/tapable-2.3.2.tgz"
+  integrity sha512-1MOpMXuhGzGL5TTCZFItxCc0AARf1EZFQkGqMm7ERKj8+Hgr5oLvJOVFcC+lRmR8hCe2S3jC4T5D7Vg/d7/fhA==
 
-terser@^3.16.1:
-  version "3.17.0"
-  resolved "https://registry.yarnpkg.com/terser/-/terser-3.17.0.tgz#f88ffbeda0deb5637f9d24b0da66f4e15ab10cb2"
-  integrity sha512-/FQzzPJmCpjAH9Xvk2paiWrFq+5M6aVOf+2KRbwhByISDX/EujxsK+BAvrhb6H+2rtrLCHK9N01wO014vrIwVQ==
+terser-webpack-plugin@^5.3.17:
+  version "5.4.0"
+  resolved "https://registry.npmjs.org/terser-webpack-plugin/-/terser-webpack-plugin-5.4.0.tgz"
+  integrity sha512-Bn5vxm48flOIfkdl5CaD2+1CiUVbonWQ3KQPyP7/EuIl9Gbzq/gQFOzaMFUEgVjB1396tcK0SG8XcNJ/2kDH8g==
   dependencies:
-    commander "^2.19.0"
-    source-map "~0.6.1"
-    source-map-support "~0.5.10"
+    "@jridgewell/trace-mapping" "^0.3.25"
+    jest-worker "^27.4.5"
+    schema-utils "^4.3.0"
+    terser "^5.31.1"
 
-through2@^2.0.0:
-  version "2.0.5"
-  resolved "https://registry.yarnpkg.com/through2/-/through2-2.0.5.tgz#01c1e39eb31d07cb7d03a96a70823260b23132cd"
-  integrity sha512-/mrRod8xqpA+IHSLyGCQ2s8SPHiCDEeQJSep1jqLYeEUClOFG2Qsh+4FU6G9VeqpZnGW/Su8LQGc4YKni5rYSQ==
+terser@^5.31.1:
+  version "5.46.1"
+  resolved "https://registry.npmjs.org/terser/-/terser-5.46.1.tgz"
+  integrity sha512-vzCjQO/rgUuK9sf8VJZvjqiqiHFaZLnOiimmUuOKODxWL8mm/xua7viT7aqX7dgPY60otQjUotzFMmCB4VdmqQ==
   dependencies:
-    readable-stream "~2.3.6"
-    xtend "~4.0.1"
+    "@jridgewell/source-map" "^0.3.3"
+    acorn "^8.15.0"
+    commander "^2.20.0"
+    source-map-support "~0.5.20"
 
 thunky@^1.0.2:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/thunky/-/thunky-1.0.3.tgz#f5df732453407b09191dae73e2a8cc73f381a826"
-  integrity sha512-YwT8pjmNcAXBZqrubu22P4FYsh2D4dxRmnWBOL8Jk8bUcRUtc5326kx32tuTmFDAZtLOGEVNl8POAR8j896Iow==
-
-timers-browserify@^2.0.4:
-  version "2.0.10"
-  resolved "https://registry.yarnpkg.com/timers-browserify/-/timers-browserify-2.0.10.tgz#1d28e3d2aadf1d5a5996c4e9f95601cd053480ae"
-  integrity sha512-YvC1SV1XdOUaL6gx5CoGroT3Gu49pK9+TZ38ErPldOWW4j49GI1HKs9DV+KGq/w6y+LZ72W1c8cKz2vzY+qpzg==
-  dependencies:
-    setimmediate "^1.0.4"
-
-to-arraybuffer@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/to-arraybuffer/-/to-arraybuffer-1.0.1.tgz#7d229b1fcc637e466ca081180836a7aabff83f43"
-  integrity sha1-fSKbH8xjfkZsoIEYCDanqr/4P0M=
-
-to-object-path@^0.3.0:
-  version "0.3.0"
-  resolved "https://registry.yarnpkg.com/to-object-path/-/to-object-path-0.3.0.tgz#297588b7b0e7e0ac08e04e672f85c1f4999e17af"
-  integrity sha1-KXWIt7Dn4KwI4E5nL4XB9JmeF68=
-  dependencies:
-    kind-of "^3.0.2"
-
-to-regex-range@^2.1.0:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/to-regex-range/-/to-regex-range-2.1.1.tgz#7c80c17b9dfebe599e27367e0d4dd5590141db38"
-  integrity sha1-fIDBe53+vlmeJzZ+DU3VWQFB2zg=
-  dependencies:
-    is-number "^3.0.0"
-    repeat-string "^1.6.1"
+  version "1.1.0"
+  resolved "https://registry.npmjs.org/thunky/-/thunky-1.1.0.tgz"
+  integrity sha512-eHY7nBftgThBqOyHGVN+l8gF0BucP09fMo0oO/Lb0w1OF80dJv+lDVpXG60WMQvkcxAkNybKsrEIE3ZtKGmPrA==
 
 to-regex-range@^5.0.1:
   version "5.0.1"
-  resolved "https://registry.yarnpkg.com/to-regex-range/-/to-regex-range-5.0.1.tgz#1648c44aae7c8d988a326018ed72f5b4dd0392e4"
+  resolved "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz"
   integrity sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==
   dependencies:
     is-number "^7.0.0"
 
-to-regex@^3.0.1, to-regex@^3.0.2:
-  version "3.0.2"
-  resolved "https://registry.yarnpkg.com/to-regex/-/to-regex-3.0.2.tgz#13cfdd9b336552f30b51f33a8ae1b42a7a7599ce"
-  integrity sha512-FWtleNAtZ/Ki2qtqej2CXTOayOH9bHDQF+Q48VpWyDXjbYxA4Yz8iDB31zXOBUlOHHKidDbqGVrTUvQMPmBGBw==
-  dependencies:
-    define-property "^2.0.2"
-    extend-shallow "^3.0.2"
-    regex-not "^1.0.2"
-    safe-regex "^1.1.0"
-
-tough-cookie@^2.3.3:
-  version "2.5.0"
-  resolved "https://registry.yarnpkg.com/tough-cookie/-/tough-cookie-2.5.0.tgz#cd9fb2a0aa1d5a12b473bd9fb96fa3dcff65ade2"
-  integrity sha512-nlLsUzgm1kfLXSXfRZMc1KLAugd4hqJHDTvc2hDIwS3mZAfMEuMbc03SujMF+GEcpaX/qboeycw6iO8JwVv2+g==
-  dependencies:
-    psl "^1.1.28"
-    punycode "^2.1.1"
-
-tough-cookie@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/tough-cookie/-/tough-cookie-4.0.0.tgz#d822234eeca882f991f0f908824ad2622ddbece4"
-  integrity sha512-tHdtEpQCMrc1YLrMaqXXcj6AxhYi/xgit6mZu1+EDWUn+qhUf8wMQoFIy9NXuq23zAwtcB0t/MjACGR18pcRbg==
-  dependencies:
-    psl "^1.1.33"
-    punycode "^2.1.1"
-    universalify "^0.1.2"
-
-tough-cookie@~2.4.3:
-  version "2.4.3"
-  resolved "https://registry.yarnpkg.com/tough-cookie/-/tough-cookie-2.4.3.tgz#53f36da3f47783b0925afa06ff9f3b165280f781"
-  integrity sha512-Q5srk/4vDM54WJsJio3XNn6K2sCG+CQ8G5Wz6bZhRZoAe/+TxjWB/GlFAnYEbkYVlON9FMk/fE3h2RLpPXo4lQ==
-  dependencies:
-    psl "^1.1.24"
-    punycode "^1.4.1"
-
-trim-newlines@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/trim-newlines/-/trim-newlines-1.0.0.tgz#5887966bb582a4503a41eb524f7d35011815a613"
-  integrity sha1-WIeWa7WCpFA6QetST301ARgVphM=
-
-"true-case-path@^1.0.2":
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/true-case-path/-/true-case-path-1.0.3.tgz#f813b5a8c86b40da59606722b144e3225799f47d"
-  integrity sha512-m6s2OdQe5wgpFMC+pAJ+q9djG82O2jcHPOI6RNg1yy9rCYR+WD6Nbpl32fDpfC56nirdRy+opFa/Vk7HYhqaew==
-  dependencies:
-    glob "^7.1.2"
+toidentifier@~1.0.1:
+  version "1.0.1"
+  resolved "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz"
+  integrity sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==
 
-ts-loader@^6.2.1:
-  version "6.2.1"
-  resolved "https://registry.yarnpkg.com/ts-loader/-/ts-loader-6.2.1.tgz#67939d5772e8a8c6bdaf6277ca023a4812da02ef"
-  integrity sha512-Dd9FekWuABGgjE1g0TlQJ+4dFUfYGbYcs52/HQObE0ZmUNjQlmLAS7xXsSzy23AMaMwipsx5sNHvoEpT2CZq1g==
+ts-loader@^9.0.0:
+  version "9.5.4"
+  resolved "https://registry.npmjs.org/ts-loader/-/ts-loader-9.5.4.tgz"
+  integrity sha512-nCz0rEwunlTZiy6rXFByQU1kVVpCIgUpc/psFiKVrUwrizdnIbRFu8w7bxhUF0X613DYwT4XzrZHpVyMe758hQ==
   dependencies:
-    chalk "^2.3.0"
-    enhanced-resolve "^4.0.0"
-    loader-utils "^1.0.2"
+    chalk "^4.1.0"
+    enhanced-resolve "^5.0.0"
     micromatch "^4.0.0"
-    semver "^6.0.0"
-
-ts-node@^8.0.3:
-  version "8.0.3"
-  resolved "https://registry.yarnpkg.com/ts-node/-/ts-node-8.0.3.tgz#aa60b836a24dafd8bf21b54766841a232fdbc641"
-  integrity sha512-2qayBA4vdtVRuDo11DEFSsD/SFsBXQBRZZhbRGSIkmYmVkWjULn/GGMdG10KVqkaGndljfaTD8dKjWgcejO8YA==
-  dependencies:
+    semver "^7.3.4"
+    source-map "^0.7.4"
+
+ts-node@^10.0.0:
+  version "10.9.2"
+  resolved "https://registry.npmjs.org/ts-node/-/ts-node-10.9.2.tgz"
+  integrity sha512-f0FFpIdcHgn8zcPSbf1dRevwt047YMnaiJM3u2w2RewrB+fob/zePZcrOyQoLMMO7aBIddLcQIEK5dYjkLnGrQ==
+  dependencies:
+    "@cspotcode/source-map-support" "^0.8.0"
+    "@tsconfig/node10" "^1.0.7"
+    "@tsconfig/node12" "^1.0.7"
+    "@tsconfig/node14" "^1.0.0"
+    "@tsconfig/node16" "^1.0.2"
+    acorn "^8.4.1"
+    acorn-walk "^8.1.1"
     arg "^4.1.0"
-    diff "^3.1.0"
+    create-require "^1.1.0"
+    diff "^4.0.1"
     make-error "^1.1.1"
-    source-map-support "^0.5.6"
-    yn "^3.0.0"
+    v8-compile-cache-lib "^3.0.1"
+    yn "3.1.1"
 
-tslib@^1.10.0, tslib@^1.9.3:
+tslib@^1.7.1, tslib@^1.8.0, tslib@^1.8.1:
   version "1.13.0"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.13.0.tgz#c881e13cc7015894ed914862d276436fa9a47043"
+  resolved "https://registry.npmjs.org/tslib/-/tslib-1.13.0.tgz"
   integrity sha512-i/6DQjL8Xf3be4K/E6Wgpekn5Qasl1usyw++dAA35Ue5orEn65VIxOA+YvNNl9HV3qv70T7CNwjODHZrLwvd1Q==
 
-tslib@^1.7.1, tslib@^1.8.0, tslib@^1.8.1, tslib@^1.9.0:
-  version "1.9.3"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.9.3.tgz#d7e4dd79245d85428c4d7e4822a79917954ca286"
-  integrity sha512-4krF8scpejhaOgqzBEcGM7yDIEfi0/8+8zDRZhNZZ2kjmHJ4hv3zCbQWxoJGz1iw5U0Jl0nma13xzHXcncMavQ==
+tslib@^2.6.2:
+  version "2.8.1"
+  resolved "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz"
+  integrity sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==
+
+tslib@^2.8.1:
+  version "2.8.1"
+  resolved "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz"
+  integrity sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==
 
 tslint-react@^3.6.0:
   version "3.6.0"
-  resolved "https://registry.yarnpkg.com/tslint-react/-/tslint-react-3.6.0.tgz#7f462c95c4a0afaae82507f06517ff02942196a1"
+  resolved "https://registry.npmjs.org/tslint-react/-/tslint-react-3.6.0.tgz"
   integrity sha512-AIv1QcsSnj7e9pFir6cJ6vIncTqxfqeFF3Lzh8SuuBljueYzEAtByuB6zMaD27BL0xhMEqsZ9s5eHuCONydjBw==
   dependencies:
     tsutils "^2.13.1"
 
 tslint@^5.20.1:
   version "5.20.1"
-  resolved "https://registry.yarnpkg.com/tslint/-/tslint-5.20.1.tgz#e401e8aeda0152bc44dd07e614034f3f80c67b7d"
+  resolved "https://registry.npmjs.org/tslint/-/tslint-5.20.1.tgz"
   integrity sha512-EcMxhzCFt8k+/UP5r8waCf/lzmeSyVlqxqMEDQE7rWYiQky8KpIBz1JAoYXfROHrPZ1XXd43q8yQnULOLiBRQg==
   dependencies:
     "@babel/code-frame" "^7.0.0"
@@ -5049,530 +3327,266 @@ tslint@^5.20.1:
 
 tsutils@^2.13.1, tsutils@^2.29.0:
   version "2.29.0"
-  resolved "https://registry.yarnpkg.com/tsutils/-/tsutils-2.29.0.tgz#32b488501467acbedd4b85498673a0812aca0b99"
+  resolved "https://registry.npmjs.org/tsutils/-/tsutils-2.29.0.tgz"
   integrity sha512-g5JVHCIJwzfISaXpXE1qvNalca5Jwob6FjI4AoPlqMusJ6ftFE7IkkFoMhVLRgK+4Kx3gkzb8UZK5t5yTTvEmA==
   dependencies:
     tslib "^1.8.1"
 
-tty-browserify@0.0.0:
-  version "0.0.0"
-  resolved "https://registry.yarnpkg.com/tty-browserify/-/tty-browserify-0.0.0.tgz#a157ba402da24e9bf957f9aa69d524eed42901a6"
-  integrity sha1-oVe6QC2iTpv5V/mqadUk7tQpAaY=
-
-tunnel-agent@^0.6.0:
-  version "0.6.0"
-  resolved "https://registry.yarnpkg.com/tunnel-agent/-/tunnel-agent-0.6.0.tgz#27a5dea06b36b04a0a9966774b290868f0fc40fd"
-  integrity sha1-J6XeoGs2sEoKmWZ3SykIaPD8QP0=
-  dependencies:
-    safe-buffer "^5.0.1"
-
-tunnel@^0.0.6:
-  version "0.0.6"
-  resolved "https://registry.yarnpkg.com/tunnel/-/tunnel-0.0.6.tgz#72f1314b34a5b192db012324df2cc587ca47f92c"
-  integrity sha512-1h/Lnq9yajKY2PEbBadPXj3VxsDDu844OnaAo52UVmIzIvwwtBPIuNvkjuzBlTWpfJyUbG3ez0KSBibQkj4ojg==
-
-tweetnacl@^0.14.3, tweetnacl@~0.14.0:
-  version "0.14.5"
-  resolved "https://registry.yarnpkg.com/tweetnacl/-/tweetnacl-0.14.5.tgz#5ae68177f192d4456269d108afa93ff8743f4f64"
-  integrity sha1-WuaBd/GS1EViadEIr6k/+HQ/T2Q=
-
-type-is@~1.6.16:
-  version "1.6.16"
-  resolved "https://registry.yarnpkg.com/type-is/-/type-is-1.6.16.tgz#f89ce341541c672b25ee7ae3c73dee3b2be50194"
-  integrity sha512-HRkVv/5qY2G6I8iab9cI7v1bOIdhm94dVjQCPFElW9W+3GeDOSHmy2EBYe4VTApuzolPcmgFTN3ftVJRKR2J9Q==
+type-is@~1.6.18:
+  version "1.6.18"
+  resolved "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz"
+  integrity sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==
   dependencies:
     media-typer "0.3.0"
-    mime-types "~2.1.18"
-
-typedarray@^0.0.6:
-  version "0.0.6"
-  resolved "https://registry.yarnpkg.com/typedarray/-/typedarray-0.0.6.tgz#867ac74e3864187b1d3d47d996a78ec5c8830777"
-  integrity sha1-hnrHTjhkGHsdPUfZlqeOxciDB3c=
-
-typescript@^3.3.3333:
-  version "3.3.4000"
-  resolved "https://registry.yarnpkg.com/typescript/-/typescript-3.3.4000.tgz#76b0f89cfdbf97827e1112d64f283f1151d6adf0"
-  integrity sha512-jjOcCZvpkl2+z7JFn0yBOoLQyLoIkNZAs/fYJkUG6VKy6zLPHJGfQJYFHzibB6GJaF/8QrcECtlQ5cpvRHSMEA==
+    mime-types "~2.1.24"
 
-union-value@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/union-value/-/union-value-1.0.1.tgz#0b6fe7b835aecda61c6ea4d4f02c14221e109847"
-  integrity sha512-tJfXmxMeWYnczCVs7XAEvIV7ieppALdyepWMkHkwciRpZraG/xwT+s2JN8+pr1+8jCRf80FFzvr+MpQeeoF4Xg==
-  dependencies:
-    arr-union "^3.1.0"
-    get-value "^2.0.6"
-    is-extendable "^0.1.1"
-    set-value "^2.0.1"
-
-uniq@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/uniq/-/uniq-1.0.1.tgz#b31c5ae8254844a3a8281541ce2b04b865a734ff"
-  integrity sha1-sxxa6CVIRKOoKBVBzisEuGWnNP8=
-
-unique-filename@^1.1.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/unique-filename/-/unique-filename-1.1.1.tgz#1d69769369ada0583103a1e6ae87681b56573230"
-  integrity sha512-Vmp0jIp2ln35UTXuryvjzkjGdRyf9b2lTXuSYUiPmzRcl3FDtYqAwOnTJkAngD9SWhnoJzDbTKwaOrZ+STtxNQ==
-  dependencies:
-    unique-slug "^2.0.0"
-
-unique-slug@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/unique-slug/-/unique-slug-2.0.1.tgz#5e9edc6d1ce8fb264db18a507ef9bd8544451ca6"
-  integrity sha512-n9cU6+gITaVu7VGj1Z8feKMmfAjEAQGhwD9fE3zvpRRa0wEIx8ODYkVGfSc94M2OX00tUFV8wH3zYbm1I8mxFg==
-  dependencies:
-    imurmurhash "^0.1.4"
-
-universalify@^0.1.2:
-  version "0.1.2"
-  resolved "https://registry.yarnpkg.com/universalify/-/universalify-0.1.2.tgz#b646f69be3942dabcecc9d6639c80dc105efaa66"
-  integrity sha512-rBJeI5CXAlmy1pV+617WB9J63U6XcazHHF2f2dbJix4XzpUF0RS3Zbj0FGIOCAva5P/d/GBOYaACQ1w+0azUkg==
+typescript@^4.9.0:
+  version "4.9.5"
+  resolved "https://registry.npmjs.org/typescript/-/typescript-4.9.5.tgz"
+  integrity sha512-1FXk9E2Hm+QzZQ7z+McJiHL4NW1F2EzMu9Nq9i3zAaGqibafqYwCVU6WyWAuyQRRzOlxou8xZSyXLEN8oKj24g==
 
 universalify@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/universalify/-/universalify-2.0.0.tgz#75a4984efedc4b08975c5aeb73f530d02df25717"
-  integrity sha512-hAZsKq7Yy11Zu1DE0OzWjw7nnLZmJZYTDZZyEFHZdUhV8FkH5MCfoU1XMaxXovpyW5nq5scPqq0ZDP9Zyl04oQ==
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/universalify/-/universalify-2.0.1.tgz"
+  integrity sha512-gptHNQghINnc/vTGIk0SOFGFNXw7JVrlRUtConJRlvaw6DuX0wO5Jeko9sWrMBhh+PsYAZ7oXAiOnf/UKogyiw==
 
-unpipe@1.0.0, unpipe@~1.0.0:
+unpipe@~1.0.0:
   version "1.0.0"
-  resolved "https://registry.yarnpkg.com/unpipe/-/unpipe-1.0.0.tgz#b2bf4ee8514aae6165b4817829d21b2ef49904ec"
-  integrity sha1-sr9O6FFKrmFltIF4KdIbLvSZBOw=
+  resolved "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz"
+  integrity sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==
 
-unset-value@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/unset-value/-/unset-value-1.0.0.tgz#8376873f7d2335179ffb1e6fc3a8ed0dfc8ab559"
-  integrity sha1-g3aHP30jNRef+x5vw6jtDfyKtVk=
+update-browserslist-db@^1.2.0:
+  version "1.2.3"
+  resolved "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.2.3.tgz"
+  integrity sha512-Js0m9cx+qOgDxo0eMiFGEueWztz+d4+M3rGlmKPT+T4IS/jP4ylw3Nwpu6cpTTP8R1MAC1kF4VbdLt3ARf209w==
   dependencies:
-    has-value "^0.3.1"
-    isobject "^3.0.0"
-
-upath@^1.1.1:
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/upath/-/upath-1.1.2.tgz#3db658600edaeeccbe6db5e684d67ee8c2acd068"
-  integrity sha512-kXpym8nmDmlCBr7nKdIx8P2jNBa+pBpIUFRnKJ4dr8htyYGJFokkr2ZvERRtUN+9SY+JqXouNgUPtv6JQva/2Q==
+    escalade "^3.2.0"
+    picocolors "^1.1.1"
 
 uri-js@^4.2.2:
   version "4.4.1"
-  resolved "https://registry.yarnpkg.com/uri-js/-/uri-js-4.4.1.tgz#9b1a52595225859e55f669d928f88c6c57f2a77e"
+  resolved "https://registry.npmjs.org/uri-js/-/uri-js-4.4.1.tgz"
   integrity sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==
   dependencies:
     punycode "^2.1.0"
 
-urix@^0.1.0:
-  version "0.1.0"
-  resolved "https://registry.yarnpkg.com/urix/-/urix-0.1.0.tgz#da937f7a62e21fec1fd18d49b35c2935067a6c72"
-  integrity sha1-2pN/emLiH+wf0Y1Js1wpNQZ6bHI=
-
-url-parse@^1.4.3:
-  version "1.5.10"
-  resolved "https://registry.yarnpkg.com/url-parse/-/url-parse-1.5.10.tgz#9d3c2f736c1d75dd3bd2be507dcc111f1e2ea9c1"
-  integrity sha512-WypcfiRhfeUP9vvF0j6rw0J3hrWrw6iZv3+22h6iRMJ/8z1Tj6XfLP4DsUix5MhMPnXpiHDoKyoZ/bdCkwBCiQ==
-  dependencies:
-    querystringify "^2.1.1"
-    requires-port "^1.0.0"
-
-url@^0.11.0:
-  version "0.11.0"
-  resolved "https://registry.yarnpkg.com/url/-/url-0.11.0.tgz#3838e97cfc60521eb73c525a8e55bfdd9e2e28f1"
-  integrity sha1-ODjpfPxgUh63PFJajlW/3Z4uKPE=
-  dependencies:
-    punycode "1.3.2"
-    querystring "0.2.0"
-
-use@^3.1.0:
-  version "3.1.1"
-  resolved "https://registry.yarnpkg.com/use/-/use-3.1.1.tgz#d50c8cac79a19fbc20f2911f56eb973f4e10070f"
-  integrity sha512-cwESVXlO3url9YWlFW/TA9cshCEhtu7IKJ/p5soJ/gGpj7vbvFrAY/eIioQ6Dw23KjZhYgiIo8HOs1nQ2vr/oQ==
-
-util-deprecate@^1.0.1, util-deprecate@~1.0.1:
+util-deprecate@^1.0.1, util-deprecate@^1.0.2, util-deprecate@~1.0.1:
   version "1.0.2"
-  resolved "https://registry.yarnpkg.com/util-deprecate/-/util-deprecate-1.0.2.tgz#450d4dc9fa70de732762fbd2d4a28981419a0ccf"
-  integrity sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=
-
-util@0.10.3:
-  version "0.10.3"
-  resolved "https://registry.yarnpkg.com/util/-/util-0.10.3.tgz#7afb1afe50805246489e3db7fe0ed379336ac0f9"
-  integrity sha1-evsa/lCAUkZInj23/g7TeTNqwPk=
-  dependencies:
-    inherits "2.0.1"
+  resolved "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz"
+  integrity sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8= sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==
 
-util@^0.11.0:
-  version "0.11.1"
-  resolved "https://registry.yarnpkg.com/util/-/util-0.11.1.tgz#3236733720ec64bb27f6e26f421aaa2e1b588d61"
-  integrity sha512-HShAsny+zS2TZfaXxD9tYj4HQGlBezXZMZuM/S5PKLLoZkShZiGk9o5CzukI1LVHZvjdvZ2Sj1aW/Ndn2NB/HQ==
+util@^0.12.5:
+  version "0.12.5"
+  resolved "https://registry.npmjs.org/util/-/util-0.12.5.tgz"
+  integrity sha512-kZf/K6hEIrWHI6XqOFUiiMa+79wE/D8Q+NCNAWclkyg3b4d2k7s0QGepNjiABc+aR3N1PAyHL7p6UcLY6LmrnA==
   dependencies:
-    inherits "2.0.3"
+    inherits "^2.0.3"
+    is-arguments "^1.0.4"
+    is-generator-function "^1.0.7"
+    is-typed-array "^1.1.3"
+    which-typed-array "^1.1.2"
 
 utils-merge@1.0.1:
   version "1.0.1"
-  resolved "https://registry.yarnpkg.com/utils-merge/-/utils-merge-1.0.1.tgz#9f95710f50a267947b2ccc124741c1028427e713"
-  integrity sha1-n5VxD1CiZ5R7LMwSR0HBAoQn5xM=
-
-uuid@^3.0.1, uuid@^3.3.2:
-  version "3.3.2"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-3.3.2.tgz#1b4af4955eb3077c501c23872fc6513811587131"
-  integrity sha512-yXJmeNaw3DnnKAOKJE51sL/ZaYfWJRl1pK9dr19YFCu0ObS231AB1/LbqTKRAQ5kw8A90rA6fr4riOUpTZvQZA==
-
-uuid@^8.1.0:
-  version "8.1.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-8.1.0.tgz#6f1536eb43249f473abc6bd58ff983da1ca30d8d"
-  integrity sha512-CI18flHDznR0lq54xBycOVmphdCYnQLKn8abKn7PXUiKUGdEd+/l9LWNJmugXel4hXq7S+RMNl34ecyC9TntWg==
-
-v8-compile-cache@^2.0.2:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/v8-compile-cache/-/v8-compile-cache-2.0.2.tgz#a428b28bb26790734c4fc8bc9fa106fccebf6a6c"
-  integrity sha512-1wFuMUIM16MDJRCrpbpuEPTUGmM5QMUg0cr3KFwra2XgOgFcPGDQHDh3CszSCD2Zewc/dh/pamNEW8CbfDebUw==
+  resolved "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz"
+  integrity sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==
 
-validate-npm-package-license@^3.0.1:
-  version "3.0.4"
-  resolved "https://registry.yarnpkg.com/validate-npm-package-license/-/validate-npm-package-license-3.0.4.tgz#fc91f6b9c7ba15c857f4cb2c5defeec39d4f410a"
-  integrity sha512-DpKm2Ui/xN7/HQKCtpZxoRWBhZ9Z0kqtygG8XCgNQ8ZlDnxuQmWhj566j8fN4Cu3/JmbhsDo7fcAJq4s9h27Ew==
-  dependencies:
-    spdx-correct "^3.0.0"
-    spdx-expression-parse "^3.0.0"
+uuid@^8.3.2:
+  version "8.3.2"
+  resolved "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz"
+  integrity sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==
 
-validator@^12.0.0:
-  version "12.2.0"
-  resolved "https://registry.yarnpkg.com/validator/-/validator-12.2.0.tgz#660d47e96267033fd070096c3b1a6f2db4380a0a"
-  integrity sha512-jJfE/DW6tIK1Ek8nCfNFqt8Wb3nzMoAbocBF6/Icgg1ZFSBpObdnwVY2jQj6qUqzhx5jc71fpvBWyLGO7Xl+nQ==
+v8-compile-cache-lib@^3.0.1:
+  version "3.0.1"
+  resolved "https://registry.npmjs.org/v8-compile-cache-lib/-/v8-compile-cache-lib-3.0.1.tgz"
+  integrity sha512-wa7YjyUGfNZngI/vtK0UHAN+lgDCxBPCylVXGp0zu59Fz5aiGtNXaq3DhIov063MorB+VfufLh3JlF2KdTK3xg==
 
 vary@~1.1.2:
   version "1.1.2"
-  resolved "https://registry.yarnpkg.com/vary/-/vary-1.1.2.tgz#2299f02c6ded30d4a5961b0b9f74524a18f634fc"
-  integrity sha1-IpnwLG3tMNSllhsLn3RSShj2NPw=
-
-verror@1.10.0:
-  version "1.10.0"
-  resolved "https://registry.yarnpkg.com/verror/-/verror-1.10.0.tgz#3a105ca17053af55d6e270c1f8288682e18da400"
-  integrity sha1-OhBcoXBTr1XW4nDB+CiGguGNpAA=
-  dependencies:
-    assert-plus "^1.0.0"
-    core-util-is "1.0.2"
-    extsprintf "^1.2.0"
-
-vm-browserify@0.0.4:
-  version "0.0.4"
-  resolved "https://registry.yarnpkg.com/vm-browserify/-/vm-browserify-0.0.4.tgz#5d7ea45bbef9e4a6ff65f95438e0a87c357d5a73"
-  integrity sha1-XX6kW7755Kb/ZflUOOCofDV9WnM=
-  dependencies:
-    indexof "0.0.1"
+  resolved "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz"
+  integrity sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==
 
-watchpack@^1.5.0:
-  version "1.6.0"
-  resolved "https://registry.yarnpkg.com/watchpack/-/watchpack-1.6.0.tgz#4bc12c2ebe8aa277a71f1d3f14d685c7b446cd00"
-  integrity sha512-i6dHe3EyLjMmDlU1/bGQpEw25XSjkJULPuAVKCbNRefQVq48yXKUpwg538F7AZTf9kyr57zj++pQFltUa5H7yA==
+watchpack@^2.5.1:
+  version "2.5.1"
+  resolved "https://registry.npmjs.org/watchpack/-/watchpack-2.5.1.tgz"
+  integrity sha512-Zn5uXdcFNIA1+1Ei5McRd+iRzfhENPCe7LeABkJtNulSxjma+l7ltNx55BWZkRlwRnpOgHqxnjyaDgJnNXnqzg==
   dependencies:
-    chokidar "^2.0.2"
+    glob-to-regexp "^0.4.1"
     graceful-fs "^4.1.2"
-    neo-async "^2.5.0"
 
 wbuf@^1.1.0, wbuf@^1.7.3:
   version "1.7.3"
-  resolved "https://registry.yarnpkg.com/wbuf/-/wbuf-1.7.3.tgz#c1d8d149316d3ea852848895cb6a0bfe887b87df"
+  resolved "https://registry.npmjs.org/wbuf/-/wbuf-1.7.3.tgz"
   integrity sha512-O84QOnr0icsbFGLS0O3bI5FswxzRr8/gHwWkDlQFskhSPryQXvrTMxjxGP4+iWYoauLoBvfDpkrOauZ+0iZpDA==
   dependencies:
     minimalistic-assert "^1.0.0"
 
-webpack-cli@^3.2.3:
-  version "3.3.0"
-  resolved "https://registry.yarnpkg.com/webpack-cli/-/webpack-cli-3.3.0.tgz#55c8a74cae1e88117f9dda3a801c7272e93ca318"
-  integrity sha512-t1M7G4z5FhHKJ92WRKwZ1rtvi7rHc0NZoZRbSkol0YKl4HvcC8+DsmGDmK7MmZxHSAetHagiOsjOB6MmzC2TUw==
-  dependencies:
-    chalk "^2.4.1"
-    cross-spawn "^6.0.5"
-    enhanced-resolve "^4.1.0"
-    findup-sync "^2.0.0"
-    global-modules "^1.0.0"
-    import-local "^2.0.0"
-    interpret "^1.1.0"
-    loader-utils "^1.1.0"
-    supports-color "^5.5.0"
-    v8-compile-cache "^2.0.2"
-    yargs "^12.0.5"
-
-webpack-dev-middleware@^3.5.1:
-  version "3.6.1"
-  resolved "https://registry.yarnpkg.com/webpack-dev-middleware/-/webpack-dev-middleware-3.6.1.tgz#91f2531218a633a99189f7de36045a331a4b9cd4"
-  integrity sha512-XQmemun8QJexMEvNFbD2BIg4eSKrmSIMrTfnl2nql2Sc6OGAYFyb8rwuYrCjl/IiEYYuyTEiimMscu7EXji/Dw==
-  dependencies:
-    memory-fs "^0.4.1"
-    mime "^2.3.1"
-    range-parser "^1.0.3"
-    webpack-log "^2.0.0"
-
-webpack-dev-server@^3.2.1:
-  version "3.2.1"
-  resolved "https://registry.yarnpkg.com/webpack-dev-server/-/webpack-dev-server-3.2.1.tgz#1b45ce3ecfc55b6ebe5e36dab2777c02bc508c4e"
-  integrity sha512-sjuE4mnmx6JOh9kvSbPYw3u/6uxCLHNWfhWaIPwcXWsvWOPN+nc5baq4i9jui3oOBRXGonK9+OI0jVkaz6/rCw==
-  dependencies:
-    ansi-html "0.0.7"
-    bonjour "^3.5.0"
-    chokidar "^2.0.0"
-    compression "^1.5.2"
-    connect-history-api-fallback "^1.3.0"
-    debug "^4.1.1"
-    del "^3.0.0"
-    express "^4.16.2"
-    html-entities "^1.2.0"
-    http-proxy-middleware "^0.19.1"
-    import-local "^2.0.0"
-    internal-ip "^4.2.0"
-    ip "^1.1.5"
-    killable "^1.0.0"
-    loglevel "^1.4.1"
-    opn "^5.1.0"
-    portfinder "^1.0.9"
-    schema-utils "^1.0.0"
-    selfsigned "^1.9.1"
-    semver "^5.6.0"
-    serve-index "^1.7.2"
-    sockjs "0.3.19"
-    sockjs-client "1.3.0"
-    spdy "^4.0.0"
-    strip-ansi "^3.0.0"
-    supports-color "^6.1.0"
-    url "^0.11.0"
-    webpack-dev-middleware "^3.5.1"
-    webpack-log "^2.0.0"
-    yargs "12.0.2"
-
-webpack-log@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/webpack-log/-/webpack-log-2.0.0.tgz#5b7928e0637593f119d32f6227c1e0ac31e1b47f"
-  integrity sha512-cX8G2vR/85UYG59FgkoMamwHUIkSSlV3bBMRsbxVXVUk2j6NleCKjQ/WE9eYg9WY4w25O9w8wKP4rzNZFmUcUg==
-  dependencies:
-    ansi-colors "^3.0.0"
-    uuid "^3.3.2"
-
-webpack-sources@^1.1.0, webpack-sources@^1.3.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/webpack-sources/-/webpack-sources-1.3.0.tgz#2a28dcb9f1f45fe960d8f1493252b5ee6530fa85"
-  integrity sha512-OiVgSrbGu7NEnEvQJJgdSFPl2qWKkWq5lHMhgiToIiN9w34EBnjYzSYs+VbL5KoYiLNtFFa7BZIKxRED3I32pA==
-  dependencies:
-    source-list-map "^2.0.0"
-    source-map "~0.6.1"
-
-webpack@^4.29.6:
-  version "4.29.6"
-  resolved "https://registry.yarnpkg.com/webpack/-/webpack-4.29.6.tgz#66bf0ec8beee4d469f8b598d3988ff9d8d90e955"
-  integrity sha512-MwBwpiE1BQpMDkbnUUaW6K8RFZjljJHArC6tWQJoFm0oQtfoSebtg4Y7/QHnJ/SddtjYLHaKGX64CFjG5rehJw==
-  dependencies:
-    "@webassemblyjs/ast" "1.8.5"
-    "@webassemblyjs/helper-module-context" "1.8.5"
-    "@webassemblyjs/wasm-edit" "1.8.5"
-    "@webassemblyjs/wasm-parser" "1.8.5"
-    acorn "^6.0.5"
-    acorn-dynamic-import "^4.0.0"
-    ajv "^6.1.0"
-    ajv-keywords "^3.1.0"
-    chrome-trace-event "^1.0.0"
-    enhanced-resolve "^4.1.0"
-    eslint-scope "^4.0.0"
-    json-parse-better-errors "^1.0.2"
-    loader-runner "^2.3.0"
-    loader-utils "^1.1.0"
-    memory-fs "~0.4.1"
-    micromatch "^3.1.8"
-    mkdirp "~0.5.0"
-    neo-async "^2.5.0"
-    node-libs-browser "^2.0.0"
-    schema-utils "^1.0.0"
-    tapable "^1.1.0"
-    terser-webpack-plugin "^1.1.0"
-    watchpack "^1.5.0"
-    webpack-sources "^1.3.0"
-
-websocket-driver@>=0.5.1:
-  version "0.7.0"
-  resolved "https://registry.yarnpkg.com/websocket-driver/-/websocket-driver-0.7.0.tgz#0caf9d2d755d93aee049d4bdd0d3fe2cca2a24eb"
-  integrity sha1-DK+dLXVdk67gSdS90NP+LMoqJOs=
-  dependencies:
-    http-parser-js ">=0.4.0"
+webpack-cli@^5.1.0:
+  version "5.1.4"
+  resolved "https://registry.npmjs.org/webpack-cli/-/webpack-cli-5.1.4.tgz"
+  integrity sha512-pIDJHIEI9LR0yxHXQ+Qh95k2EvXpWzZ5l+d+jIo+RdSm9MiHfzazIxwwni/p7+x4eJZuvG1AJwgC4TNQ7NRgsg==
+  dependencies:
+    "@discoveryjs/json-ext" "^0.5.0"
+    "@webpack-cli/configtest" "^2.1.1"
+    "@webpack-cli/info" "^2.0.2"
+    "@webpack-cli/serve" "^2.0.5"
+    colorette "^2.0.14"
+    commander "^10.0.1"
+    cross-spawn "^7.0.3"
+    envinfo "^7.7.3"
+    fastest-levenshtein "^1.0.12"
+    import-local "^3.0.2"
+    interpret "^3.1.1"
+    rechoir "^0.8.0"
+    webpack-merge "^5.7.3"
+
+webpack-dev-middleware@^5.3.4:
+  version "5.3.4"
+  resolved "https://registry.npmjs.org/webpack-dev-middleware/-/webpack-dev-middleware-5.3.4.tgz"
+  integrity sha512-BVdTqhhs+0IfoeAf7EoH5WE+exCmqGerHfDM0IL096Px60Tq2Mn9MAbnaGUe6HiMa41KMCYF19gyzZmBcq/o4Q==
+  dependencies:
+    colorette "^2.0.10"
+    memfs "^3.4.3"
+    mime-types "^2.1.31"
+    range-parser "^1.2.1"
+    schema-utils "^4.0.0"
+
+webpack-dev-server@^4.15.0:
+  version "4.15.2"
+  resolved "https://registry.npmjs.org/webpack-dev-server/-/webpack-dev-server-4.15.2.tgz"
+  integrity sha512-0XavAZbNJ5sDrCbkpWL8mia0o5WPOd2YGtxrEiZkBK9FjLppIUK2TgxK6qGD2P3hUXTJNNPVibrerKcx5WkR1g==
+  dependencies:
+    "@types/bonjour" "^3.5.9"
+    "@types/connect-history-api-fallback" "^1.3.5"
+    "@types/express" "^4.17.13"
+    "@types/serve-index" "^1.9.1"
+    "@types/serve-static" "^1.13.10"
+    "@types/sockjs" "^0.3.33"
+    "@types/ws" "^8.5.5"
+    ansi-html-community "^0.0.8"
+    bonjour-service "^1.0.11"
+    chokidar "^3.5.3"
+    colorette "^2.0.10"
+    compression "^1.7.4"
+    connect-history-api-fallback "^2.0.0"
+    default-gateway "^6.0.3"
+    express "^4.17.3"
+    graceful-fs "^4.2.6"
+    html-entities "^2.3.2"
+    http-proxy-middleware "^2.0.3"
+    ipaddr.js "^2.0.1"
+    launch-editor "^2.6.0"
+    open "^8.0.9"
+    p-retry "^4.5.0"
+    rimraf "^3.0.2"
+    schema-utils "^4.0.0"
+    selfsigned "^2.1.1"
+    serve-index "^1.9.1"
+    sockjs "^0.3.24"
+    spdy "^4.0.2"
+    webpack-dev-middleware "^5.3.4"
+    ws "^8.13.0"
+
+webpack-merge@^5.7.3:
+  version "5.10.0"
+  resolved "https://registry.npmjs.org/webpack-merge/-/webpack-merge-5.10.0.tgz"
+  integrity sha512-+4zXKdx7UnO+1jaN4l2lHVD+mFvnlZQP/6ljaJVb4SZiwIKeUnrT5l0gkT8z+n4hKpC+jpOv6O9R+gLtag7pSA==
+  dependencies:
+    clone-deep "^4.0.1"
+    flat "^5.0.2"
+    wildcard "^2.0.0"
+
+webpack-sources@^3.3.4:
+  version "3.3.4"
+  resolved "https://registry.npmjs.org/webpack-sources/-/webpack-sources-3.3.4.tgz"
+  integrity sha512-7tP1PdV4vF+lYPnkMR0jMY5/la2ub5Fc/8VQrrU+lXkiM6C4TjVfGw7iKfyhnTQOsD+6Q/iKw0eFciziRgD58Q==
+
+webpack@^5.88.0:
+  version "5.105.4"
+  resolved "https://registry.npmjs.org/webpack/-/webpack-5.105.4.tgz"
+  integrity sha512-jTywjboN9aHxFlToqb0K0Zs9SbBoW4zRUlGzI2tYNxVYcEi/IPpn+Xi4ye5jTLvX2YeLuic/IvxNot+Q1jMoOw==
+  dependencies:
+    "@types/eslint-scope" "^3.7.7"
+    "@types/estree" "^1.0.8"
+    "@types/json-schema" "^7.0.15"
+    "@webassemblyjs/ast" "^1.14.1"
+    "@webassemblyjs/wasm-edit" "^1.14.1"
+    "@webassemblyjs/wasm-parser" "^1.14.1"
+    acorn "^8.16.0"
+    acorn-import-phases "^1.0.3"
+    browserslist "^4.28.1"
+    chrome-trace-event "^1.0.2"
+    enhanced-resolve "^5.20.0"
+    es-module-lexer "^2.0.0"
+    eslint-scope "5.1.1"
+    events "^3.2.0"
+    glob-to-regexp "^0.4.1"
+    graceful-fs "^4.2.11"
+    json-parse-even-better-errors "^2.3.1"
+    loader-runner "^4.3.1"
+    mime-types "^2.1.27"
+    neo-async "^2.6.2"
+    schema-utils "^4.3.3"
+    tapable "^2.3.0"
+    terser-webpack-plugin "^5.3.17"
+    watchpack "^2.5.1"
+    webpack-sources "^3.3.4"
+
+websocket-driver@^0.7.4, websocket-driver@>=0.5.1:
+  version "0.7.4"
+  resolved "https://registry.npmjs.org/websocket-driver/-/websocket-driver-0.7.4.tgz"
+  integrity sha512-b17KeDIQVjvb0ssuSDF2cYXSg2iztliJ4B9WdsuB6J952qCPKmnVq4DyW5motImXHDC1cBT/1UezrJVsKw5zjg==
+  dependencies:
+    http-parser-js ">=0.5.1"
+    safe-buffer ">=5.1.0"
     websocket-extensions ">=0.1.1"
 
 websocket-extensions@>=0.1.1:
   version "0.1.4"
-  resolved "https://registry.yarnpkg.com/websocket-extensions/-/websocket-extensions-0.1.4.tgz#7f8473bc839dfd87608adb95d7eb075211578a42"
+  resolved "https://registry.npmjs.org/websocket-extensions/-/websocket-extensions-0.1.4.tgz"
   integrity sha512-OqedPIGOfsDlo31UNwYbCFMSaO9m9G/0faIHj5/dZFDMFqPTcx6UwqyOy3COEaEOg/9VsGIpdqn62W5KhoKSpg==
 
 whatwg-fetch@^3.0.0:
   version "3.0.0"
-  resolved "https://registry.yarnpkg.com/whatwg-fetch/-/whatwg-fetch-3.0.0.tgz#fc804e458cc460009b1a2b966bc8817d2578aefb"
+  resolved "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.0.0.tgz"
   integrity sha512-9GSJUgz1D4MfyKU7KRqwOjXCXTqWdFNvEr7eUBYchQiVc744mqK/MzXPNR2WsPkmkOa4ywfg8C2n8h+13Bey1Q==
 
-which-module@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/which-module/-/which-module-2.0.0.tgz#d9ef07dce77b9902b8a3a8fa4b31c3e3f7e6e87a"
-  integrity sha1-2e8H3Od7mQK4o6j6SzHD4/fm6Ho=
-
-which@1, which@^1.2.14, which@^1.2.9:
-  version "1.3.1"
-  resolved "https://registry.yarnpkg.com/which/-/which-1.3.1.tgz#a45043d54f5805316da8d62f9f50918d3da70b0a"
-  integrity sha512-HxJdYWq1MTIQbJ3nw0cqssHoTNU267KlrDuGZ1WYlxDStUtKUhOaJmh112/TZmHxxUfuJqPXSOm7tDyas0OSIQ==
-  dependencies:
-    isexe "^2.0.0"
-
-wide-align@^1.1.0:
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/wide-align/-/wide-align-1.1.3.tgz#ae074e6bdc0c14a431e804e624549c633b000457"
-  integrity sha512-QGkOQc8XL6Bt5PwnsExKBPuMKBxnGxWWW3fU55Xt4feHozMUhdUMaBCk290qpm/wG5u/RSKzwdAC4i51YigihA==
-  dependencies:
-    string-width "^1.0.2 || 2"
-
-worker-farm@^1.5.2:
-  version "1.6.0"
-  resolved "https://registry.yarnpkg.com/worker-farm/-/worker-farm-1.6.0.tgz#aecc405976fab5a95526180846f0dba288f3a4a0"
-  integrity sha512-6w+3tHbM87WnSWnENBUvA2pxJPLhQUg5LKwUQHq3r+XPhIM+Gh2R5ycbwPCyuGbNg+lPgdcnQUhuC02kJCvffQ==
+which-typed-array@^1.1.16, which-typed-array@^1.1.2:
+  version "1.1.20"
+  resolved "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.20.tgz"
+  integrity sha512-LYfpUkmqwl0h9A2HL09Mms427Q1RZWuOHsukfVcKRq9q95iQxdw0ix1JQrqbcDR9PH1QDwf5Qo8OZb5lksZ8Xg==
   dependencies:
-    errno "~0.1.7"
+    available-typed-arrays "^1.0.7"
+    call-bind "^1.0.8"
+    call-bound "^1.0.4"
+    for-each "^0.3.5"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
+    has-tostringtag "^1.0.2"
 
-wrap-ansi@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-2.1.0.tgz#d8fc3d284dd05794fe84973caecdd1cf824fdd85"
-  integrity sha1-2Pw9KE3QV5T+hJc8rs3Rz4JP3YU=
+which@^2.0.1:
+  version "2.0.2"
+  resolved "https://registry.npmjs.org/which/-/which-2.0.2.tgz"
+  integrity sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==
   dependencies:
-    string-width "^1.0.1"
-    strip-ansi "^3.0.1"
+    isexe "^2.0.0"
 
-wrap-ansi@^5.1.0:
-  version "5.1.0"
-  resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-5.1.0.tgz#1fd1f67235d5b6d0fee781056001bfb694c03b09"
-  integrity sha512-QC1/iN/2/RPVJ5jYK8BGttj5z83LmSKmvbvrXPNCLZSEb32KKVDJDl/MOt2N01qU2H/FkzEa9PKto1BqDjtd7Q==
-  dependencies:
-    ansi-styles "^3.2.0"
-    string-width "^3.0.0"
-    strip-ansi "^5.0.0"
+wildcard@^2.0.0:
+  version "2.0.1"
+  resolved "https://registry.npmjs.org/wildcard/-/wildcard-2.0.1.tgz"
+  integrity sha512-CC1bOL87PIWSBhDcTrdeLo6eGT7mCFtrg0uIJtqJUFyK+eJnzl8A1niH56uu7KMa5XFrtiV+AQuHO3n7DsHnLQ==
 
 wrappy@1:
   version "1.0.2"
-  resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f"
-  integrity sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=
-
-xml2js@^0.4.19:
-  version "0.4.23"
-  resolved "https://registry.yarnpkg.com/xml2js/-/xml2js-0.4.23.tgz#a0c69516752421eb2ac758ee4d4ccf58843eac66"
-  integrity sha512-ySPiMjM0+pLDftHgXY4By0uswI3SPKLDw/i3UXbnO8M/p28zqexCUoPmQFrYD+/1BzhGJSs2i1ERWKJAtiLrug==
-  dependencies:
-    sax ">=0.6.0"
-    xmlbuilder "~11.0.0"
-
-xmlbuilder@~11.0.0:
-  version "11.0.1"
-  resolved "https://registry.yarnpkg.com/xmlbuilder/-/xmlbuilder-11.0.1.tgz#be9bae1c8a046e76b31127726347d0ad7002beb3"
-  integrity sha512-fDlsI/kFEx7gLvbecc0/ohLG50fugQp8ryHzMTuW9vSa1GJ0XYWKnhsUx7oie3G98+r56aTQIUB4kht42R3JvA==
-
-xregexp@4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/xregexp/-/xregexp-4.0.0.tgz#e698189de49dd2a18cc5687b05e17c8e43943020"
-  integrity sha512-PHyM+sQouu7xspQQwELlGwwd05mXUFqwFYfqPO0cC7x4fxyHnnuetmQr6CjJiafIDoH4MogHb9dOoJzR/Y4rFg==
-
-xtend@^4.0.0, xtend@~4.0.1:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/xtend/-/xtend-4.0.1.tgz#a5c6d532be656e23db820efb943a1f04998d63af"
-  integrity sha1-pcbVMr5lbiPbgg77lDofBJmNY68=
+  resolved "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz"
+  integrity sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8= sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==
 
-"y18n@^3.2.1 || ^4.0.0", y18n@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/y18n/-/y18n-4.0.0.tgz#95ef94f85ecc81d007c264e190a120f0a3c8566b"
-  integrity sha512-r9S/ZyXu/Xu9q1tYlpsLIsa3EeLXXk0VwlxqTcFRfg9EhMW+17kbt9G0NrgCmhGb5vT2hyhJZLfDGx+7+5Uj/w==
-
-yallist@^2.1.2:
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/yallist/-/yallist-2.1.2.tgz#1c11f9218f076089a47dd512f93c6699a6a81d52"
-  integrity sha1-HBH5IY8HYImkfdUS+TxmmaaoHVI=
-
-yallist@^3.0.0, yallist@^3.0.2:
-  version "3.0.3"
-  resolved "https://registry.yarnpkg.com/yallist/-/yallist-3.0.3.tgz#b4b049e314be545e3ce802236d6cd22cd91c3de9"
-  integrity sha512-S+Zk8DEWE6oKpV+vI3qWkaK+jSbIK86pCwe2IF/xwIpQ8jEuxpw9NyaGjmp9+BoJv5FV2piqCDcoCtStppiq2A==
-
-yargs-parser@^10.1.0:
-  version "10.1.0"
-  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-10.1.0.tgz#7202265b89f7e9e9f2e5765e0fe735a905edbaa8"
-  integrity sha512-VCIyR1wJoEBZUqk5PA+oOBF6ypbwh5aNB3I50guxAL/quggdfs4TtNHQrSazFA3fYZ+tEqfs0zIGlv0c/rgjbQ==
-  dependencies:
-    camelcase "^4.1.0"
-
-yargs-parser@^11.1.1:
-  version "11.1.1"
-  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-11.1.1.tgz#879a0865973bca9f6bab5cbdf3b1c67ec7d3bcf4"
-  integrity sha512-C6kB/WJDiaxONLJQnF8ccx9SEeoTTLek8RVbaOIsrAUS8VrBEXfmeSnCZxygc+XC2sNMBIwOOnfcxiynjHsVSQ==
-  dependencies:
-    camelcase "^5.0.0"
-    decamelize "^1.2.0"
-
-yargs-parser@^13.1.2:
-  version "13.1.2"
-  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-13.1.2.tgz#130f09702ebaeef2650d54ce6e3e5706f7a4fb38"
-  integrity sha512-3lbsNRf/j+A4QuSZfDRA7HRSfWrzO0YjqTJd5kjAq37Zep1CEgaYmrH9Q3GwPiB9cHyd1Y1UwggGhJGoxipbzg==
-  dependencies:
-    camelcase "^5.0.0"
-    decamelize "^1.2.0"
-
-yargs@12.0.2:
-  version "12.0.2"
-  resolved "https://registry.yarnpkg.com/yargs/-/yargs-12.0.2.tgz#fe58234369392af33ecbef53819171eff0f5aadc"
-  integrity sha512-e7SkEx6N6SIZ5c5H22RTZae61qtn3PYUE8JYbBFlK9sYmh3DMQ6E5ygtaG/2BW0JZi4WGgTR2IV5ChqlqrDGVQ==
-  dependencies:
-    cliui "^4.0.0"
-    decamelize "^2.0.0"
-    find-up "^3.0.0"
-    get-caller-file "^1.0.1"
-    os-locale "^3.0.0"
-    require-directory "^2.1.1"
-    require-main-filename "^1.0.1"
-    set-blocking "^2.0.0"
-    string-width "^2.0.0"
-    which-module "^2.0.0"
-    y18n "^3.2.1 || ^4.0.0"
-    yargs-parser "^10.1.0"
-
-yargs@^12.0.5:
-  version "12.0.5"
-  resolved "https://registry.yarnpkg.com/yargs/-/yargs-12.0.5.tgz#05f5997b609647b64f66b81e3b4b10a368e7ad13"
-  integrity sha512-Lhz8TLaYnxq/2ObqHDql8dX8CJi97oHxrjUcYtzKbbykPtVW9WB+poxI+NM2UIzsMgNCZTIf0AQwsjK5yMAqZw==
-  dependencies:
-    cliui "^4.0.0"
-    decamelize "^1.2.0"
-    find-up "^3.0.0"
-    get-caller-file "^1.0.1"
-    os-locale "^3.0.0"
-    require-directory "^2.1.1"
-    require-main-filename "^1.0.1"
-    set-blocking "^2.0.0"
-    string-width "^2.0.0"
-    which-module "^2.0.0"
-    y18n "^3.2.1 || ^4.0.0"
-    yargs-parser "^11.1.1"
-
-yargs@^13.3.2:
-  version "13.3.2"
-  resolved "https://registry.yarnpkg.com/yargs/-/yargs-13.3.2.tgz#ad7ffefec1aa59565ac915f82dccb38a9c31a2dd"
-  integrity sha512-AX3Zw5iPruN5ie6xGRIDgqkT+ZhnRlZMLMHAs8tg7nRruy2Nb+i5o9bwghAogtM08q1dpr2LVoS8KSTMYpWXUw==
-  dependencies:
-    cliui "^5.0.0"
-    find-up "^3.0.0"
-    get-caller-file "^2.0.1"
-    require-directory "^2.1.1"
-    require-main-filename "^2.0.0"
-    set-blocking "^2.0.0"
-    string-width "^3.0.0"
-    which-module "^2.0.0"
-    y18n "^4.0.0"
-    yargs-parser "^13.1.2"
-
-yn@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/yn/-/yn-3.0.0.tgz#0073c6b56e92aed652fbdfd62431f2d6b9a7a091"
-  integrity sha512-+Wo/p5VRfxUgBUGy2j/6KX2mj9AYJWOHuhMjMcbBFc3y54o9/4buK1ksBvuiK01C3kby8DH9lSmJdSxw+4G/2Q==
+ws@^8.13.0:
+  version "8.20.0"
+  resolved "https://registry.npmjs.org/ws/-/ws-8.20.0.tgz"
+  integrity sha512-sAt8BhgNbzCtgGbt2OxmpuryO63ZoDk/sqaB/znQm94T4fCEsy/yV+7CdC1kJhOU9lboAEU7R3kquuycDoibVA==
 
-z-schema@^4.2.2:
-  version "4.2.3"
-  resolved "https://registry.yarnpkg.com/z-schema/-/z-schema-4.2.3.tgz#85f7eea7e6d4fe59a483462a98f511bd78fe9882"
-  integrity sha512-zkvK/9TC6p38IwcrbnT3ul9in1UX4cm1y/VZSs4GHKIiDCrlafc+YQBgQBUdDXLAoZHf2qvQ7gJJOo6yT1LH6A==
-  dependencies:
-    lodash.get "^4.4.2"
-    lodash.isequal "^4.5.0"
-    validator "^12.0.0"
-  optionalDependencies:
-    commander "^2.7.1"
+yn@3.1.1:
+  version "3.1.1"
+  resolved "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz"
+  integrity sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==
diff --git a/dashboard/.gitignore b/dashboard/.gitignore
new file mode 100644
index 00000000..5a482b15
--- /dev/null
+++ b/dashboard/.gitignore
@@ -0,0 +1,2 @@
+**/.pbi/localSettings.json
+**/.pbi/cache.abf
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/.platform b/dashboard/ltp_productivity.Report/.platform
new file mode 100644
index 00000000..9c079565
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/.platform
@@ -0,0 +1,11 @@
+{
+  "$schema": "https://developer.microsoft.com/json-schemas/fabric/gitIntegration/platformProperties/2.0.0/schema.json",
+  "metadata": {
+    "type": "Report",
+    "displayName": "ltp_productivity"
+  },
+  "config": {
+    "version": "2.0",
+    "logicalId": "113f982f-1a67-4354-b2ca-5c328f7c94de"
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/RegisteredResources/CY23SU027978002949637341.json b/dashboard/ltp_productivity.Report/StaticResources/RegisteredResources/CY23SU027978002949637341.json
new file mode 100644
index 00000000..2a885dba
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/RegisteredResources/CY23SU027978002949637341.json
@@ -0,0 +1,26 @@
+{
+  "name": "CY23SU02",
+  "dataColors": [
+    "#118DFF",
+    "#12239E",
+    "#E66C37",
+    "#6B007B",
+    "#E645AB",
+    "#D01616",
+    "#1AAB40",
+    "#10433F"
+  ],
+  "foreground": "#131312",
+  "background": "#FFFFFF",
+  "foregroundNeutralSecondary": "#6C6966",
+  "backgroundLight": "#E5E0DA",
+  "foregroundNeutralTertiary": "#ABA7A2",
+  "backgroundNeutral": "#C6C2BE",
+  "tableAccent": "#118DFF",
+  "maximum": "#4A2D75",
+  "center": "#1AAB40",
+  "minimum": "#E645AB",
+  "bad": "#E66C37",
+  "neutral": "#6B007B",
+  "good": "#12239E"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BaseThemes/CY24SU10.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BaseThemes/CY24SU10.json
new file mode 100644
index 00000000..92720956
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BaseThemes/CY24SU10.json
@@ -0,0 +1,744 @@
+{
+  "name": "CY24SU10",
+  "dataColors": [
+    "#118DFF",
+    "#12239E",
+    "#E66C37",
+    "#6B007B",
+    "#E044A7",
+    "#744EC2",
+    "#D9B300",
+    "#D64550",
+    "#197278",
+    "#1AAB40",
+    "#15C6F4",
+    "#4092FF",
+    "#FFA058",
+    "#BE5DC9",
+    "#F472D0",
+    "#B5A1FF",
+    "#C4A200",
+    "#FF8080",
+    "#00DBBC",
+    "#5BD667",
+    "#0091D5",
+    "#4668C5",
+    "#FF6300",
+    "#99008A",
+    "#EC008C",
+    "#533285",
+    "#99700A",
+    "#FF4141",
+    "#1F9A85",
+    "#25891C",
+    "#0057A2",
+    "#002050",
+    "#C94F0F",
+    "#450F54",
+    "#B60064",
+    "#34124F",
+    "#6A5A29",
+    "#1AAB40",
+    "#BA141A",
+    "#0C3D37",
+    "#0B511F"
+  ],
+  "foreground": "#252423",
+  "foregroundNeutralSecondary": "#605E5C",
+  "foregroundNeutralTertiary": "#B3B0AD",
+  "background": "#FFFFFF",
+  "backgroundLight": "#F3F2F1",
+  "backgroundNeutral": "#C8C6C4",
+  "tableAccent": "#118DFF",
+  "good": "#1AAB40",
+  "neutral": "#D9B300",
+  "bad": "#D64554",
+  "maximum": "#118DFF",
+  "center": "#D9B300",
+  "minimum": "#DEEFFF",
+  "null": "#FF7F48",
+  "hyperlink": "#0078d4",
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+      "fontFace": "DIN",
+      "color": "#252423"
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+      "fontFace": "DIN",
+      "color": "#252423"
+    },
+    "header": {
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+      "fontFace": "Segoe UI Semibold",
+      "color": "#252423"
+    },
+    "label": {
+      "fontSize": 10,
+      "fontFace": "Segoe UI",
+      "color": "#252423"
+    }
+  },
+  "visualStyles": {
+    "*": {
+      "*": {
+        "*": [
+          {
+            "wordWrap": true
+          }
+        ],
+        "line": [
+          {
+            "transparency": 0
+          }
+        ],
+        "outline": [
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+            "transparency": 0
+          }
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+        "plotArea": [
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+            "transparency": 0
+          }
+        ],
+        "categoryAxis": [
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+            "gridlineStyle": "dotted",
+            "concatenateLabels": false
+          }
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+        "valueAxis": [
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+            "showAxisTitle": true,
+            "gridlineStyle": "dotted"
+          }
+        ],
+        "y2Axis": [
+          {
+            "show": true
+          }
+        ],
+        "title": [
+          {
+            "titleWrap": true
+          }
+        ],
+        "lineStyles": [
+          {
+            "strokeWidth": 3
+          }
+        ],
+        "wordWrap": [
+          {
+            "show": true
+          }
+        ],
+        "background": [
+          {
+            "show": true,
+            "transparency": 0
+          }
+        ],
+        "border": [
+          {
+            "width": 1
+          }
+        ],
+        "outspacePane": [
+          {
+            "backgroundColor": {
+              "solid": {
+                "color": "#ffffff"
+              }
+            },
+            "transparency": 0,
+            "border": true,
+            "borderColor": {
+              "solid": {
+                "color": "#B3B0AD"
+              }
+            }
+          }
+        ],
+        "filterCard": [
+          {
+            "$id": "Applied",
+            "transparency": 0,
+            "foregroundColor": {
+              "solid": {
+                "color": "#252423"
+              }
+            },
+            "border": true
+          },
+          {
+            "$id": "Available",
+            "transparency": 0,
+            "foregroundColor": {
+              "solid": {
+                "color": "#252423"
+              }
+            },
+            "border": true
+          }
+        ]
+      }
+    },
+    "scatterChart": {
+      "*": {
+        "bubbles": [
+          {
+            "bubbleSize": -10,
+            "markerRangeType": "auto"
+          }
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+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "fillPoint": [
+          {
+            "show": true
+          }
+        ],
+        "legend": [
+          {
+            "showGradientLegend": true
+          }
+        ]
+      }
+    },
+    "lineChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ],
+        "forecast": [
+          {
+            "matchSeriesInterpolation": true
+          }
+        ]
+      }
+    },
+    "map": {
+      "*": {
+        "bubbles": [
+          {
+            "bubbleSize": -10,
+            "markerRangeType": "auto"
+          }
+        ]
+      }
+    },
+    "azureMap": {
+      "*": {
+        "bubbleLayer": [
+          {
+            "bubbleRadius": 8,
+            "minBubbleRadius": 8,
+            "maxRadius": 40
+          }
+        ],
+        "barChart": [
+          {
+            "barHeight": 3,
+            "thickness": 3
+          }
+        ]
+      }
+    },
+    "pieChart": {
+      "*": {
+        "legend": [
+          {
+            "show": true,
+            "position": "RightCenter"
+          }
+        ],
+        "labels": [
+          {
+            "labelStyle": "Data value, percent of total"
+          }
+        ]
+      }
+    },
+    "donutChart": {
+      "*": {
+        "legend": [
+          {
+            "show": true,
+            "position": "RightCenter"
+          }
+        ],
+        "labels": [
+          {
+            "labelStyle": "Data value, percent of total"
+          }
+        ]
+      }
+    },
+    "pivotTable": {
+      "*": {
+        "rowHeaders": [
+          {
+            "showExpandCollapseButtons": true,
+            "legacyStyleDisabled": true
+          }
+        ]
+      }
+    },
+    "multiRowCard": {
+      "*": {
+        "card": [
+          {
+            "outlineWeight": 2,
+            "barShow": true,
+            "barWeight": 2
+          }
+        ]
+      }
+    },
+    "kpi": {
+      "*": {
+        "trendline": [
+          {
+            "transparency": 20
+          }
+        ]
+      }
+    },
+    "cardVisual": {
+      "*": {
+        "layout": [
+          {
+            "maxTiles": 3
+          }
+        ],
+        "overflow": [
+          {
+            "type": 0
+          }
+        ],
+        "image": [
+          {
+            "fixedSize": false
+          },
+          {
+            "imageAreaSize": 50
+          }
+        ]
+      }
+    },
+    "advancedSlicerVisual": {
+      "*": {
+        "layout": [
+          {
+            "maxTiles": 3
+          }
+        ]
+      }
+    },
+    "slicer": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "date": [
+          {
+            "hideDatePickerButton": false
+          }
+        ],
+        "items": [
+          {
+            "padding": 4,
+            "accessibilityContrastProperties": true
+          }
+        ]
+      }
+    },
+    "waterfallChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ]
+      }
+    },
+    "columnChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "legend": [
+          {
+            "showGradientLegend": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "clusteredColumnChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "legend": [
+          {
+            "showGradientLegend": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "hundredPercentStackedColumnChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "legend": [
+          {
+            "showGradientLegend": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "barChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "legend": [
+          {
+            "showGradientLegend": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "clusteredBarChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "legend": [
+          {
+            "showGradientLegend": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "hundredPercentStackedBarChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "legend": [
+          {
+            "showGradientLegend": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "areaChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "stackedAreaChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "lineClusteredColumnComboChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "lineStackedColumnComboChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "ribbonChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "smallMultiplesLayout": [
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+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ],
+        "valueAxis": [
+          {
+            "show": true
+          }
+        ]
+      }
+    },
+    "hundredPercentStackedAreaChart": {
+      "*": {
+        "general": [
+          {
+            "responsive": true
+          }
+        ],
+        "smallMultiplesLayout": [
+          {
+            "backgroundTransparency": 0,
+            "gridLineType": "inner"
+          }
+        ]
+      }
+    },
+    "group": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "basicShape": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ],
+        "general": [
+          {
+            "keepLayerOrder": true
+          }
+        ],
+        "visualHeader": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "shape": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ],
+        "general": [
+          {
+            "keepLayerOrder": true
+          }
+        ],
+        "visualHeader": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "image": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ],
+        "general": [
+          {
+            "keepLayerOrder": true
+          }
+        ],
+        "visualHeader": [
+          {
+            "show": false
+          }
+        ],
+        "lockAspect": [
+          {
+            "show": true
+          }
+        ]
+      }
+    },
+    "actionButton": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ],
+        "visualHeader": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "pageNavigator": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ],
+        "visualHeader": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "bookmarkNavigator": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ],
+        "visualHeader": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "textbox": {
+      "*": {
+        "general": [
+          {
+            "keepLayerOrder": true
+          }
+        ],
+        "visualHeader": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "page": {
+      "*": {
+        "outspace": [
+          {
+            "color": {
+              "solid": {
+                "color": "#FFFFFF"
+              }
+            }
+          }
+        ],
+        "background": [
+          {
+            "transparency": 100
+          }
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleNeutral.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleNeutral.json
new file mode 100644
index 00000000..3cdb03fe
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleNeutral.json
@@ -0,0 +1,26 @@
+{
+  "name": "Accessible Neutral",
+  "dataColors": [
+    "#6B797C",
+    "#362B2B",
+    "#B08D72",
+    "#40484A",
+    "#86989C",
+    "#5B3D35",
+    "#928F8B",
+    "#242828"
+  ],
+  "foreground": "#24212E",
+  "background": "#FFFFFF",
+  "foregroundNeutralSecondary": "#6E5746",
+  "backgroundLight": "#FCF7F0",
+  "foregroundNeutralTertiary": "#928F8B",
+  "backgroundNeutral": "#EDE8E1",
+  "tableAccent": "#566164",
+  "maximum": "#34373B",
+  "center": "#B08D72",
+  "minimum": "#86989C",
+  "bad": "#4D332C",
+  "neutral": "#8C705B",
+  "good": "#6B797D"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleOrchid.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleOrchid.json
new file mode 100644
index 00000000..75c6223a
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleOrchid.json
@@ -0,0 +1,26 @@
+{
+  "name": "Accessible Orchid",
+  "dataColors": [
+    "#364B59",
+    "#C480A7",
+    "#663466",
+    "#6E98B5",
+    "#67002E",
+    "#5D8099",
+    "#3F213F",
+    "#EC64A9"
+  ],
+  "foreground": "#192229",
+  "background": "#FFFFFF",
+  "foregroundNeutralSecondary": "#716E76",
+  "backgroundLight": "#EBE8FA",
+  "foregroundNeutralTertiary": "#96939E",
+  "backgroundNeutral": "#DAD8E8",
+  "tableAccent": "#BD3978",
+  "maximum": "#3F213F",
+  "center": "#663466",
+  "minimum": "#6E98B5",
+  "bad": "#BD3978",
+  "neutral": "#C480A7",
+  "good": "#9C6584"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleTidal.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleTidal.json
new file mode 100644
index 00000000..ec258fea
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/AccessibleTidal.json
@@ -0,0 +1,26 @@
+{
+  "name": "Accessible Tidal",
+  "dataColors": [
+    "#0F3D6E",
+    "#1F84FF",
+    "#19423F",
+    "#59A472",
+    "#0F3A69",
+    "#0E94FF",
+    "#0B2623",
+    "#59A472"
+  ],
+  "foreground": "#121212",
+  "background": "#FFFFFF",
+  "foregroundNeutralSecondary": "#6C6966",
+  "backgroundLight": "#E5E0DA",
+  "foregroundNeutralTertiary": "#ABA7A2",
+  "backgroundNeutral": "#C6C2BE",
+  "tableAccent": "#4E9466",
+  "maximum": "#0B2F54",
+  "center": "#59A472",
+  "minimum": "#0E94FF",
+  "bad": "#0F3D6E",
+  "neutral": "#186DD5",
+  "good": "#46835A"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Bloom.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Bloom.json
new file mode 100644
index 00000000..29119044
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Bloom.json
@@ -0,0 +1,139 @@
+{
+  "name": "Bloom",
+  "dataColors": [
+    "#8250C4",
+    "#5ECBC8",
+    "#438FFF",
+    "#FF977E",
+    "#EB5757",
+    "#5B2071",
+    "#EC5A96",
+    "#A43B76",
+    "#BF81FB",
+    "#8AEBD1",
+    "#8AD4EB",
+    "#FFC0A4",
+    "#FB8281",
+    "#9535B8",
+    "#FB81BD",
+    "#FD89DB",
+    "#B15DFD",
+    "#6AB09D",
+    "#509CBD",
+    "#BD7150",
+    "#BB4A4A",
+    "#6F288A",
+    "#FD5DA9",
+    "#BD509B",
+    "#57317D",
+    "#477568",
+    "#36687E",
+    "#7E4B36",
+    "#7D3231",
+    "#4A1B5C",
+    "#7D3156",
+    "#7E3668"
+  ],
+  "tableAccent": "#8250C4",
+  "maximum": "#8250C4",
+  "center": "#EC5A96",
+  "minimum": "#E6DBF3",
+  "visualStyles": {
+    "*": {
+      "*": {
+        "visualHeader": [
+          {
+            "foreground": {
+              "solid": {
+                "color": "#8250C4"
+              }
+            },
+            "transparency": 3
+          }
+        ],
+        "background": [
+          {
+            "show": true,
+            "transparency": 3
+          }
+        ],
+        "outspacePane": [
+          {
+            "foregroundColor": {
+              "solid": {
+                "color": "#FFFFFF"
+              }
+            },
+            "backgroundColor": {
+              "solid": {
+                "color": "#9357c3"
+              }
+            },
+            "transparency": 0
+          }
+        ],
+        "filterCard": [
+          {
+            "$id": "Available",
+            "foregroundColor": {
+              "solid": {
+                "color": "#FFFFFF"
+              }
+            },
+            "inputBoxColor": {
+              "solid": {
+                "color": "#8250C4"
+              }
+            },
+            "transparency": 100
+          }
+        ]
+      }
+    },
+    "group": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "basicShape": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "image": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "page": {
+      "*": {
+        "background": [
+          {
+            "transparency": 100
+          }
+        ],
+        "outspace": [
+          {
+            "image": {
+              "name": "Wave",
+              "scaling": "Fit",
+              "url": 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"
+            }
+          }
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/ColorblindSafe.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/ColorblindSafe.json
new file mode 100644
index 00000000..7682c425
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/ColorblindSafe.json
@@ -0,0 +1,48 @@
+{
+  "name": "Colorblind Safe",
+  "dataColors": [
+    "#074650",
+    "#009292",
+    "#fe6db6",
+    "#feb5da",
+    "#480091",
+    "#b66dff",
+    "#b5dafe",
+    "#6db6ff",
+    "#914800",
+    "#23fd23",
+    "#396B73",
+    "#33A8A8",
+    "#FE8AC5",
+    "#FEC4E1",
+    "#6D33A7",
+    "#C58AFF",
+    "#C4E1FE",
+    "#8AC5FF",
+    "#A76D33",
+    "#4FFD4F",
+    "#05353C",
+    "#006E6E",
+    "#BF5289",
+    "#BF88A4",
+    "#36006D",
+    "#8952BF",
+    "#88A4BF",
+    "#5289BF",
+    "#6D3600",
+    "#1ABE1A",
+    "#042328",
+    "#004949",
+    "#7F375B",
+    "#7F5B6D",
+    "#240049",
+    "#5B3780",
+    "#5B6D7F",
+    "#375B80",
+    "#492400",
+    "#127F12"
+  ],
+  "background": "#FFFFFF",
+  "foreground": "#070f25",
+  "tableAccent": "#0F1934"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/CopilotDefault.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/CopilotDefault.json
new file mode 100644
index 00000000..bba9a764
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/CopilotDefault.json
@@ -0,0 +1,1861 @@
+{
+  "name": "Copilot_Theme",
+  "dataColors": [
+    "#118DFF",
+    "#12239E",
+    "#E044A7",
+    "#6B007B",
+    "#E66C37",
+    "#744EC2",
+    "#D9B300",
+    "#D64550"
+  ],
+  "textClasses": {
+    "callout": {
+      "fontSize": "20",
+      "fontFace": "Segoe UI Semibold",
+      "color": "#000000"
+    },
+    "header": {
+      "fontSize": "12",
+      "fontFace": "Segoe UI Semibold",
+      "color": "#000000"
+    },
+    "title": {
+      "fontSize": "12",
+      "fontFace": "Segoe UI Semibold",
+      "color": "#000000"
+    },
+    "largeTitle": {
+      "fontSize": "10",
+      "fontFace": "Segoe UI Semibold",
+      "color": "#000000"
+    },
+    "label": {
+      "fontSize": "10",
+      "fontFace": "Segoe UI",
+      "color": "#000000"
+    }
+  },
+  "visualStyles": {
+    "page": {
+      "*": {
+        "outspace": [
+          {
+            "image": {
+              "name": "Background",
+              "scaling": "Fill",
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+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Divergent.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Divergent.json
new file mode 100644
index 00000000..4e6dc3bc
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Divergent.json
@@ -0,0 +1,127 @@
+{
+  "name": "Divergent",
+  "dataColors": [
+    "#B73A3A",
+    "#EC5656",
+    "#F28A90",
+    "#F8BCBD",
+    "#99E472",
+    "#23C26F",
+    "#0AAC00",
+    "#026645",
+    "#D48989",
+    "#F49A9A",
+    "#F7B9BC",
+    "#FBD7D7",
+    "#C2EFAA",
+    "#7BDAA9",
+    "#6CCD66",
+    "#67A38F",
+    "#892C2C",
+    "#B14141",
+    "#B6686C",
+    "#BA8D8E",
+    "#73AB56",
+    "#1A9253",
+    "#088100",
+    "#024D34"
+  ],
+  "foreground": "#252423",
+  "background": "#F4F4F4",
+  "tableAccent": "#B73A3A",
+  "maximum": "#B73A3A",
+  "center": "#026645",
+  "minimum": "#D2D3D5",
+  "textClasses": {
+    "title": {
+      "fontFace": "Trebuchet MS"
+    },
+    "callout": {
+      "fontFace": "Trebuchet MS"
+    },
+    "label": {
+      "fontFace": "Trebuchet MS"
+    },
+    "header": {
+      "fontFace": "Trebuchet MS"
+    }
+  },
+  "visualStyles": {
+    "*": {
+      "*": {
+        "visualHeader": [
+          {
+            "border": {
+              "solid": {
+                "color": "#F4F4F4"
+              }
+            },
+            "background": {
+              "solid": {
+                "color": "#F4F4F4"
+              }
+            }
+          }
+        ],
+        "background": [
+          {
+            "color": {
+              "solid": {
+                "color": "#F4F4F4"
+              }
+            }
+          }
+        ],
+        "outspacePane": [
+          {
+            "backgroundColor": {
+              "solid": {
+                "color": "#F4F4F4"
+              }
+            }
+          }
+        ],
+        "filterCard": [
+          {
+            "$id": "Applied",
+            "backgroundColor": {
+              "solid": {
+                "color": "#E6E6E6"
+              }
+            }
+          },
+          {
+            "$id": "Available",
+            "transparency": 100
+          }
+        ]
+      }
+    },
+    "slicer": {
+      "*": {
+        "items": [
+          {
+            "background": {
+              "solid": {
+                "color": "#F4F4F4"
+              }
+            }
+          }
+        ]
+      }
+    },
+    "page": {
+      "*": {
+        "outspace": [
+          {
+            "color": {
+              "solid": {
+                "color": "#F4F4F4"
+              }
+            }
+          }
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Electric.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Electric.json
new file mode 100644
index 00000000..cd155e76
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Electric.json
@@ -0,0 +1,48 @@
+{
+  "name": "Elektra",
+  "dataColors": [
+    "#118DFF",
+    "#750985",
+    "#C83D95",
+    "#FF985E",
+    "#1DD5EE",
+    "#42F7C0",
+    "#3049AD",
+    "#F64F5C",
+    "#FFBBED",
+    "#FCFF74",
+    "#41A4FF",
+    "#6A3A9D",
+    "#D364AA",
+    "#FFAD7E",
+    "#4ADDF1",
+    "#68F9CD",
+    "#596DBD",
+    "#F8727D",
+    "#FFC9F1",
+    "#FDFF90",
+    "#0D6ABF",
+    "#340764",
+    "#962E70",
+    "#BF7247",
+    "#16A0B3",
+    "#32B990",
+    "#243782",
+    "#B93B45",
+    "#BF8CB2",
+    "#BDBF57",
+    "#094780",
+    "#230543",
+    "#641F4B",
+    "#804C2F",
+    "#0F6B77",
+    "#217C60",
+    "#182557",
+    "#7B282E",
+    "#805E77",
+    "#7E803A"
+  ],
+  "background": "#FFFFFF",
+  "foreground": "#070f25",
+  "tableAccent": "#0F1934"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Frontier.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Frontier.json
new file mode 100644
index 00000000..c0319b13
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Frontier.json
@@ -0,0 +1,136 @@
+{
+  "name": "Frontier",
+  "dataColors": [
+    "#426871",
+    "#D2B04C",
+    "#A3623A",
+    "#C25A3D",
+    "#C39B6A",
+    "#016E51",
+    "#998F85",
+    "#FFA500",
+    "#87ACB6",
+    "#B8A901",
+    "#FDB15D",
+    "#F48459",
+    "#B09E6A",
+    "#35B854",
+    "#DFCFBF",
+    "#F1C484",
+    "#4F717B",
+    "#897F16",
+    "#BB824A",
+    "#B54C25",
+    "#756947",
+    "#1B5C2A",
+    "#A79B8F",
+    "#C4760B",
+    "#344C52",
+    "#5C540F",
+    "#7D5731",
+    "#793418",
+    "#524934",
+    "#0D2E14",
+    "#706860",
+    "#90520D"
+  ],
+  "background": "#F9F7F2",
+  "foreground": "#252423",
+  "tableAccent": "#426871",
+  "good": "#1AAB40",
+  "neutral": "#D9B300",
+  "bad": "#D64554",
+  "maximum": "#426871",
+  "center": "#C25A3D",
+  "minimum": "#D3F6FF",
+  "null": "#FF7F48",
+  "hyperlink": "#0078d4",
+  "visitedHyperlink": "#0078d4",
+  "textClasses": {
+    "callout": {
+      "fontFace": "Verdana"
+    },
+    "title": {
+      "fontFace": "Verdana"
+    },
+    "header": {
+      "fontFace": "Verdana"
+    },
+    "label": {
+      "fontFace": "Verdana"
+    }
+  },
+  "visualStyles": {
+    "*": {
+      "*": {
+        "background": [
+          {
+            "color": {
+              "solid": {
+                "color": "#F9F7F2"
+              }
+            }
+          }
+        ],
+        "outspacePane": [
+          {
+            "backgroundColor": {
+              "solid": {
+                "color": "#F9F7F2"
+              }
+            }
+          }
+        ],
+        "filterCard": [
+          {
+            "$id": "Applied",
+            "foregroundColor": {
+              "solid": {
+                "color": "#252423"
+              }
+            }
+          },
+          {
+            "$id": "Available",
+            "backgroundColor": {
+              "solid": {
+                "color": "#F9F7F2"
+              }
+            }
+          }
+        ]
+      }
+    },
+    "slicer": {
+      "*": {
+        "items": [
+          {
+            "background": {
+              "solid": {
+                "color": "#F9F7F2"
+              }
+            }
+          }
+        ]
+      }
+    },
+    "page": {
+      "*": {
+        "outspace": [
+          {
+            "color": {
+              "solid": {
+                "color": "#F9F7F2"
+              }
+            }
+          }
+        ],
+        "background": [
+          {
+            "transparency": 0
+          }
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/HighContrast.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/HighContrast.json
new file mode 100644
index 00000000..b320eeb9
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/HighContrast.json
@@ -0,0 +1,40 @@
+{
+  "name": "High Contrast",
+  "dataColors": [
+    "#107C10",
+    "#002050",
+    "#A80000",
+    "#5C2D91",
+    "#004B50",
+    "#0078D7",
+    "#D83B01",
+    "#B4009E",
+    "#409640",
+    "#334D73",
+    "#B93333",
+    "#7D57A7",
+    "#336F73",
+    "#3393DF",
+    "#E06234",
+    "#C333B1",
+    "#0C5D0C",
+    "#00183C",
+    "#7E0000",
+    "#45226D",
+    "#00383C",
+    "#005AA1",
+    "#A22C01",
+    "#870077",
+    "#083E08",
+    "#001028",
+    "#540000",
+    "#2E1749",
+    "#002628",
+    "#003C6C",
+    "#6C1E01",
+    "#5A004F"
+  ],
+  "background": "#FFFFFF",
+  "foreground": "#070f25",
+  "tableAccent": "#0F1934"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Highrise.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Highrise.json
new file mode 100644
index 00000000..9d468bf2
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Highrise.json
@@ -0,0 +1,41 @@
+{
+  "name": "Highrise",
+  "dataColors": [
+    "#499195",
+    "#00ACFC",
+    "#C4B07B",
+    "#F18F49",
+    "#326633",
+    "#F1C716",
+    "#D8D7BF",
+    "#224624",
+    "#35B895",
+    "#59C9F4",
+    "#D8D7BF",
+    "#FDB15D",
+    "#168946",
+    "#FEE266",
+    "#A7A78F",
+    "#2C5C1B",
+    "#1B5C4A",
+    "#258DB5",
+    "#7B6E4F",
+    "#BB824A",
+    "#4AC57D",
+    "#BDA750",
+    "#707060",
+    "#428A28",
+    "#0D2E25",
+    "#185D79",
+    "#524934",
+    "#7D5731",
+    "#01B84E",
+    "#7E6F36",
+    "#545448",
+    "#57B835"
+  ],
+  "tableAccent": "#499195",
+  "maximum": "#499195",
+  "center": "#D9B300",
+  "minimum": "#DEEFFF"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Innovate.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Innovate.json
new file mode 100644
index 00000000..d1541496
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Innovate.json
@@ -0,0 +1,227 @@
+{
+  "name": "Innovate",
+  "dataColors": [
+    "#70B0E0",
+    "#FCB714",
+    "#2878BD",
+    "#0EB194",
+    "#108372",
+    "#AF916D",
+    "#C4B07B",
+    "#F15628",
+    "#6F9EDB",
+    "#FEE266",
+    "#5DA9FD",
+    "#4AC5BB",
+    "#35B895",
+    "#B69087",
+    "#B6A887",
+    "#F48459",
+    "#1D5C95",
+    "#BDA750",
+    "#4A82BB",
+    "#168980",
+    "#288A6F",
+    "#A67668",
+    "#7B6E4F",
+    "#B54C25",
+    "#164672",
+    "#7E6F36",
+    "#31567D",
+    "#0F5C55",
+    "#0D2E25",
+    "#7B594F",
+    "#524934",
+    "#793418"
+  ],
+  "foreground": "#FFFFFF",
+  "foregroundNeutralSecondary": "#D2D0CE",
+  "foregroundNeutralTertiary": "#979593",
+  "background": "#3a3a3a",
+  "backgroundLight": "#3B3A39",
+  "backgroundNeutral": "#605E5C",
+  "tableAccent": "#2878BD",
+  "maximum": "#2878BD",
+  "center": "#FCB714",
+  "minimum": "#D0E4F5",
+  "hyperlink": "#2878BD",
+  "visitedHyperlink": "#D0E4F5",
+  "textClasses": {
+    "callout": {
+      "fontFace": "Arial",
+      "color": "#FFFFFF"
+    },
+    "title": {
+      "fontFace": "Arial",
+      "color": "#FFFFFF"
+    },
+    "header": {
+      "fontFace": "Arial",
+      "color": "#FFFFFF"
+    },
+    "label": {
+      "fontFace": "Arial",
+      "color": "#FFFFFF"
+    }
+  },
+  "visualStyles": {
+    "*": {
+      "*": {
+        "background": [
+          {
+            "color": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            }
+          }
+        ],
+        "visualHeader": [
+          {
+            "foreground": {
+              "solid": {
+                "color": "#FFFFFF"
+              }
+            },
+            "border": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            },
+            "background": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            }
+          }
+        ],
+        "outspacePane": [
+          {
+            "backgroundColor": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            },
+            "foregroundColor": {
+              "solid": {
+                "color": "#FFFFFF"
+              }
+            },
+            "transparency": 0,
+            "border": true,
+            "borderColor": {
+              "solid": {
+                "color": "#979593"
+              }
+            }
+          }
+        ],
+        "filterCard": [
+          {
+            "$id": "Applied",
+            "transparency": 0,
+            "foregroundColor": {
+              "solid": {
+                "color": "#FFFFFF"
+              }
+            },
+            "backgroundColor": {
+              "solid": {
+                "color": "#605E5C"
+              }
+            },
+            "inputBoxColor": {
+              "solid": {
+                "color": "#605E5C"
+              }
+            },
+            "borderColor": {
+              "solid": {
+                "color": "#979593"
+              }
+            },
+            "border": true
+          },
+          {
+            "$id": "Available",
+            "transparency": 0,
+            "foregroundColor": {
+              "solid": {
+                "color": "#FFFFFF"
+              }
+            },
+            "backgroundColor": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            },
+            "inputBoxColor": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            },
+            "borderColor": {
+              "solid": {
+                "color": "#979593"
+              }
+            },
+            "border": true
+          }
+        ]
+      }
+    },
+    "slicer": {
+      "*": {
+        "items": [
+          {
+            "background": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            }
+          }
+        ],
+        "numericInputStyle": [
+          {
+            "background": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            }
+          }
+        ]
+      }
+    },
+    "keyDriversVisual": {
+      "*": {
+        "keyInfluencersVisual": [
+          {
+            "canvasColor": {
+              "solid": {
+                "color": "#3B3A39"
+              }
+            }
+          }
+        ]
+      }
+    },
+    "page": {
+      "*": {
+        "outspace": [
+          {
+            "color": {
+              "solid": {
+                "color": "#3a3a3a"
+              }
+            }
+          }
+        ],
+        "background": [
+          {
+            "transparency": 0
+          }
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/NewExecutive.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/NewExecutive.json
new file mode 100644
index 00000000..7ecda652
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/NewExecutive.json
@@ -0,0 +1,41 @@
+{
+  "name": "NewExecutive",
+  "dataColors": [
+    "#3257A8",
+    "#37A794",
+    "#8B3D88",
+    "#DD6B7F",
+    "#6B91C9",
+    "#F5C869",
+    "#77C4A8",
+    "#DEA6CF",
+    "#597CF4",
+    "#4AC5BB",
+    "#BA4AC5",
+    "#C54A53",
+    "#4A53C5",
+    "#FEE266",
+    "#3E9B80",
+    "#C54A91",
+    "#2545B5",
+    "#05A595",
+    "#801689",
+    "#89161E",
+    "#161F89",
+    "#BDA750",
+    "#047257",
+    "#891658",
+    "#182D79",
+    "#0F5C55",
+    "#540F5C",
+    "#5C0F15",
+    "#0F155C",
+    "#7E6F36",
+    "#074B3F",
+    "#5C0F3C"
+  ],
+  "tableAccent": "#3257A8",
+  "maximum": "#3257A8",
+  "center": "#DD6B7F",
+  "minimum": "#D1DBF1"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Solar.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Solar.json
new file mode 100644
index 00000000..6d16563c
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Solar.json
@@ -0,0 +1,33 @@
+{
+  "name": "Solar",
+  "dataColors": [
+    "#FFAC00",
+    "#E87200",
+    "#E13102",
+    "#D3004C",
+    "#EF008C",
+    "#9B0065",
+    "#7D0033",
+    "#5C0001",
+    "#FFCD66",
+    "#F1AA66",
+    "#ED8367",
+    "#E56694",
+    "#F566BA",
+    "#C366A3",
+    "#B16685",
+    "#9D6667",
+    "#805600",
+    "#743900",
+    "#711901",
+    "#6A0026",
+    "#780046",
+    "#4E0033",
+    "#3F001A",
+    "#2E0001"
+  ],
+  "tableAccent": "#FFAC00",
+  "maximum": "#FFAC00",
+  "center": "#5C0001",
+  "minimum": "#F1F1F1"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Storm.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Storm.json
new file mode 100644
index 00000000..d2a79763
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Storm.json
@@ -0,0 +1,25 @@
+{
+  "name": "Storm",
+  "dataColors": [
+    "#8BC7F7",
+    "#46B3F3",
+    "#009FEF",
+    "#008CEE",
+    "#0078ED",
+    "#0050EB",
+    "#0641C8",
+    "#0B31A5",
+    "#46647C",
+    "#235A7A",
+    "#005078",
+    "#004677",
+    "#003C77",
+    "#002876",
+    "#032164",
+    "#061953"
+  ],
+  "tableAccent": "#8BC7F7",
+  "maximum": "#8BC7F7",
+  "center": "#0B31A5",
+  "minimum": "#D2D3D5"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Sunset.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Sunset.json
new file mode 100644
index 00000000..7f7211ac
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Sunset.json
@@ -0,0 +1,48 @@
+{
+  "name": "Sunset Lavender",
+  "dataColors": [
+    "#B6B0FF",
+    "#3049AD",
+    "#FF994E",
+    "#C83D95",
+    "#FFBBED",
+    "#42F9F9",
+    "#00B2D9",
+    "#FFD86C",
+    "#EE7272",
+    "#98140C",
+    "#C5C0FF",
+    "#596DBD",
+    "#FFAD71",
+    "#D364AA",
+    "#FFC9F1",
+    "#68FAFA",
+    "#33C1E1",
+    "#FFE089",
+    "#F18E8E",
+    "#AD433D",
+    "#8984BF",
+    "#243782",
+    "#BF733B",
+    "#962E70",
+    "#BF8CB2",
+    "#32BBBB",
+    "#0086A3",
+    "#BFA251",
+    "#B35656",
+    "#720F09",
+    "#5B5880",
+    "#182557",
+    "#804D27",
+    "#641F4B",
+    "#805E77",
+    "#217D7D",
+    "#00596D",
+    "#806C36",
+    "#773939",
+    "#4C0A06"
+  ],
+  "background": "#FFFFFF",
+  "foreground": "#070f25",
+  "tableAccent": "#0F1934"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Temperature.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Temperature.json
new file mode 100644
index 00000000..de9b18b0
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Temperature.json
@@ -0,0 +1,33 @@
+{
+  "name": "Temperature",
+  "dataColors": [
+    "#262A76",
+    "#234990",
+    "#2F8AC3",
+    "#26B0D2",
+    "#FFC1CB",
+    "#EB5559",
+    "#AE3535",
+    "#8E1F20",
+    "#7D7FAD",
+    "#7B92BC",
+    "#82B9DB",
+    "#7DD0E4",
+    "#FFDAE0",
+    "#F3999B",
+    "#CE8686",
+    "#BB7979",
+    "#13153B",
+    "#122548",
+    "#184562",
+    "#135869",
+    "#806166",
+    "#762B2D",
+    "#571B1B",
+    "#471010"
+  ],
+  "tableAccent": "#262A76",
+  "maximum": "#262A76",
+  "center": "#8E1F20",
+  "minimum": "#F1F1F1"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Tidal.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Tidal.json
new file mode 100644
index 00000000..38c6ef2f
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Tidal.json
@@ -0,0 +1,100 @@
+{
+  "name": "Tidal",
+  "dataColors": [
+    "#094782",
+    "#0B72D7",
+    "#098BF5",
+    "#54B5FB",
+    "#71C0A7",
+    "#57B956",
+    "#478F48",
+    "#326633",
+    "#6B91B4",
+    "#6DAAE7",
+    "#6BB9F9",
+    "#98D3FD",
+    "#AAD9CA",
+    "#9AD59A",
+    "#91BC91",
+    "#84A385",
+    "#052441",
+    "#06396C",
+    "#05467B",
+    "#2A5B7E",
+    "#396054",
+    "#2C5D2B",
+    "#244824",
+    "#19331A"
+  ],
+  "tableAccent": "#094782",
+  "maximum": "#094782",
+  "center": "#326633",
+  "minimum": "#A8AAAD",
+  "visualStyles": {
+    "*": {
+      "*": {
+        "background": [
+          {
+            "show": true,
+            "transparency": 3
+          }
+        ],
+        "visualHeader": [
+          {
+            "foreground": {
+              "solid": {
+                "color": "#094782"
+              }
+            },
+            "transparency": 3
+          }
+        ]
+      }
+    },
+    "group": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "basicShape": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "image": {
+      "*": {
+        "background": [
+          {
+            "show": false
+          }
+        ]
+      }
+    },
+    "page": {
+      "*": {
+        "background": [
+          {
+            "transparency": 100
+          }
+        ],
+        "outspace": [
+          {
+            "image": {
+              "name": "Wave",
+              "scaling": "Fit",
+              "url": 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wifoYJC2OhjAAAAAICbpFVwt1gSCiszeS2Y5VbnvxVro94JqrjliuyHtPyE7B0mDYvyq4S9u0x5f3UqSngcb6d8T5YnphOG4d3r1TTXvINIO+Zdy/nJBK6pAgAAAMB/o1Vwv6CweVOkWZE3avIpe5aR2yvKrxK25rmp5oa8PcQqRgtqh3jIlKkxlsZpXmC7OLADAAAAANBf2gvuI4nJ2SMmFcxFXBU1mqnV5Nvqpu/zk7LAyLrS3lTHf5D3JqsvQ5/nVcpBUKqb+5SPeQ1OwFgsJ7PlJ3tFDzETtXMf5VMLrqkCAAAAwH+hveB+blISbD7zRfOe4d02TdKNll3NQsomO994tXXGvMS0sdUDMdCcNR+weUk8xwQAAAAA/4XrBfdT5USeyGuh/cjGlJMaJ9IUX9mIHAfPJnZrz6t2MOnljmV4dkJ44qOLccIRfeTLCYejc5aWAyKT5BFzHClSHmKvYgu+63a2PAAAAABAP7hecG+wkF5J49b5+O/mPW73M5LY8aQXL1Oma88rNSp8YcL4zuu09KI+ZT5DaVLHvwoAAAAA0D86Ce53h8KTK4ep57mAa/NLPb6Pf3f7s6nSruxdfNZBAx7WY5ptvVDbyhEvLuUOY17RcqfVgrnJs2xlrzZfZtyePZTFgZYfAwAAAAD0v06C+7mk+E4I2T/87t3T5oLpzLpotOxyY+zL5lYe6pFpwah1HyAF29v65yr9UTSs6AEAAAAA+ls3wX1oRJk+Kr06fvOi4nyYcRBrvNP3JqjFqqOjY2NGi/9GKtOlcmDD+ZRYG4/6Dmqtu9KqdbcMsTs5+9u4h9hWcyV2sYPz9QAAAAAA/aOb4H5uRFrgfPx2s3f38Hs2G8saLbpMUqxyrt+tu2B023XYGqm/6jpOcUKHPT8AAAAAQH/oRXAn9RWtHLFvbRWLmdqM9+1iICAIuq4oI9d8oGnglNWeF74Xn3rSg8UDmzydSLSaMPNgOOjfcsY944Or2doI+NbH4gEAAAAA+lkvgnvDgFU3fTLvnR94pyiOkySjRf+yiKMmPzVY22GNemhKGY2qiQk0lW6edO/gWiwAAAAAQH/oXXAfGp5j8v4fhYLTOTNDEIODLtfysq7PKacj16nC754uMmcuut66vz/IxqqJxP0WryzNxvY31BkHwZuDsdEwTroDwE/27qC1aTiM4/itl6Qp9JCSdNIcQqDQgWNWOlpEZBuIB6kU0Yt2UAp6mNAim9AWrQc7tMhgIAUPOjc6BOlh7iLKplNc2RgWL74AX4hJunUqS9tpFSPfz/n5pz0++fHk+QMA8J8aXOPeFgpW1LNe70Hu/sK/Fj7q0peQUDZTd2t83UrdVaFrlH4quOq17nJNiuPq6W6FAAAAgHsNvHFvJa5uzszEYuvrU+aG9+PHH52Uq74rlUTJ6JKb/yRkZMzU/XG9bqfu+vBwt9S91Ho488iedI/d32LSHQAAAP+nQTfuewRBkiKR/dy9KE7qV7Sj5e4hISV/2kvdRVnunrpP7026170qk+4AAAD4H9mNe/9ZeL+y2WZzclJRVlaSSTN3L77Ybs6fSJVK3cbVfxTKptTz+fVCoRYvFmdmymVBCAScim9L59aXR+OexuLSTsLosogGAAAAcCe7cZ/oVfWLrNx9LmJ27rZlZU7fCI70OvSdQCd1N4flu6fu1qR73awbFS9KZ5zLAAAAAHeyG/drqVSrVSoZRret6b/Ayt31yXWlUJg1B1mmGgvblzYSLfNnnLPzHwQ6qXutnbpnHdfGlNKfLz4rJGujxYXc9ITR5w8AAAAALmE37nVxxevVdUnStF71vyAr3FNjQ9YIuiU6VJXKQv8vCFbqLotiO3VX1W4LH0+r4+KotdM9khOONlAPAAAA/OPajXtxanFxezuXm5/PZAaevRvZpvRiIXqjUIjHPR7ly0xuuJw6JRj9rX+xUnc1nzevZPUUi0tLlZTh2JNr0vbY8mzcE316oZIe6XuaHgAAAPj32Y37zf31L5ZF7wd9VzqtDa5zt6WDm2pMsQJxS8z/PNzjTtTvCYKutw82lOeSc5o+oZ0fsna6F5U53wnHKgAAAMB1aNwBAAAAF7Ab9xHfsKr6/QcXnlqK4levLq+FM8IAh04S2qo/aq9cNz9WVSJyuP+168Gg37//avHa53zstnzXrrouhx1rAAAAAJehcQcAAABc4OebUzVtTXrgX+wsgbEsK4/9ZyWfVnJ6yFFdke5HlL2Hj5nde99TLZo27m1P28Qi044r4TO+qjJl1hSGPgX/1Ip6AAAA4K+icQcAAABc4OfG/cCOb0v1R/Kd70k9nqT4MqKrr7WBNMOngptyRLH3s3tE5am8FjzV60jbju/u3muFXy47jPEcE15F3pkVs+LL8JVDKwAAAABXoXEHAAAAXMC5cR8ZMbKliVbq2sbm7vuP3i+ip1abTRYLK2+j+YXJ81uvKunDD/YnEDKEiZRvV38a9dTiyTcrjdid5zuJXses/5VOP8ytF+Oe0Tf1/PPmYVslAwFjYmNp3PzHtZV359cOqQAAAABcxblx39cKTofP6ieHCp3kfVS8bibvl7QjLGJ3ciIsR8b2Hhv1V/tdvt6UnonmLazm5ptVyanXr6hz9mMb+hOHCgAAAMA1ejfugdAxK3pPpzLTl6r6ucUbneS9nn80ubo1n+pzxuUwVuxe2djVxxsFz+zxwq38yQfNPmZbDCNTruqXzX9yfMp78VLlsOWQx7KJ+aWG+ZFq8cbFatb50iYAAADABXo37gdO+B7Kfm+9k7zPimORB+rV393cIgTD8py9BsZaBLMgDfc6YDGEe3L7wtcx767DvpuSllOWzQrRe1+gcQcAAN/Yu5vXtOEwDuC3XBITyMGSmGAOIggRJr6QUhERLYgwUaQ0O9gJUqgHBy2jDuqY3WEttrhCYQx2aN2KozB26LwUx7oX2cpeZf/C/o6xGOfezNS6lln4fq6/l9Lbw9cnzw/gXDtJ4W512clAK5VNzy5qybvWmq4n73uPvcp2KZoPjppqd7rd04tl7cqpQiGzt7TNzw26bGLCRYaOHlWLxJR75fl6PDjf+5nqJTGy5tjVPlJ1X1haXxuifR4AAAAAYFydpHDvyjK0lrx3W9O1upgT2JKDIecHHezHTx98v3KKWjLfGiYib1k2TJ3O+13bDVI02CGSQVnRrzRJawbrAAAAAADnxCiFu4tsWTzSuxsO/iC2690j7rovqFeWBOXmdJOu+y2DjhuzR/xS/pbZV9XK7MTVSUWO8q2L/Y+ILo9U2dzdSxAPH9+J7Rz1fiw7YZ1fzZfD2pVP79+cOzS4AwAAAADgXBilcO+6yLy0zQjdJ1C1nnfhtvnzvyTb16U66/t+2TXWZhlibM2R4xF3Qdue4ZJ/eYA1xZf1C1f4N4brAAAAAADnwL8U7i7ysn914WhrdvOVT9lbIe4WV65679+eeR+NHh3Zh+h1+ZNov+yRtmh2+4KbKKhXn5gO4tJq/yNkYCG/yU4SBbd3SbbNtXr/qpiSeJt2odubi+4b3AAAAAAAcA78S+HeIZJZxy02rM9v0VvUuUmWdThIoxGNQ7CSq+Zpqh2ia0+1yu+Zd4MOuMhjc/uVVIKomXiL0V8lmR39wiJbMlgFAAAAADgH/r1w1+a8B1qe1Xf5W5XyhrCkd7yrS0uKcnDgdLZavcNeBrDaLZ70YfL13kNiKvM898SWlKS++60ti3P2rfBQexjq2W5yrrdVx0pmnTvemhbie6eXR/klAAAAAADgf/v3wr3LLr3joybt29IuWaZpi+XEhbsuQse55/otbpPMMIO2BywHJrW9mQrzQYN1K3lDeKatFwTfqL8EAAAAAAD8T6dXuF+6HlkLOQ8r++WmoiQSBMFxihKLJR9sOVuBiUGn/yD6V4/r5Y1JbbK7Wrt3LxpN931P1TW/4NycribcBa7KRrdSPQ8yidcP60qVuJupTU+nhvjmFQAAAABgvJxe4d4xQUYcdZalqG7u/kzY5FdHyt3tjpfdAN9koulB29P0DOXWO92jklFpHmBj2updiurfeQMAAAAAMI5Ou3DXhqun/Ol0vR6P7+5mMgRBZXJVWc/dUwHroMO/sab8zkbyk5a6E6qqKKVS/9Q94s/f2nhxjSiqX+SSo7c4t6ed0+tat0xhZqb/RQAAAAAA4+fUC/cuSbLZuB8z3tu5+4LFNehQDxfT6KbuHDcodRdJWu48vpozOwzW7fRie5GiBl0EAAAAADBuzqxwv349GDw+jsfZdS83pefu27HSA8cJc3frxayWuidfaPMei8V26p5Pi3/dPCH68ztlJVEgKGH7Qb2n0130LyTLiUShoCgOo8IeAAAAAGBsnVnh3iFJFV4RCt9zd6+QHCF3dzGMLHdT9326/zhHj4PVO91XhLJBp7uLOe5035vNBmcBAAAAAMaWXrgveDyRyKCdI4lEFoJ0pbS87ePUArGiKr6NZb6yFWyJw8+ZsWazs7PLy7lcu8vFF47ya9m/f+sa8MzFZ3Ic4VarzcWg/49Vaza0vKxqgyNv3mw0DM8DAAAAAIwlvXDfcRye6aiVy5YPWu5e/JG7l/kF8u8dL4YsFpbtHH/MHTP9QnuRnGUVfWeVz/euSpIgtBdZ1uAsAAAAAMCY0gv39zPrzWY8Xqk0GsGgP2s/QRw+lHmynbsfLMd8Xj13r/o2kjuzN0Ipceh+d5JsNNqpe4EoUo/YCh3K/q14t4qrDX7mtrtAPPc16S3y99aaS5HI/n47c8/lKpXAaf+jAAAAAABnRC/cr3aybEFgWZ53MhHyTOrZluUl7/uRu7+Q43TwZLl7O3W/0MnSTTTT7wXUlKNEaU9AEappw9LTA0SSncxdEDxn848CAAAAAJw6vXCXa1fc2hedqprL+Xzv2VJyka/P5m94svOnGUnPk6HgSy13333CUQXi2uTNcDNeaQSz/Srw37RT9yY7WZsiHtfCLN8ndSc9zjg7qc10r1WTfOiPTndRrFTaDfOqGt9H5g4AAAAA54NeuB+Ybv986rTTR+6Tk+YGkyJHefK0r5Zl0WbiOsG5m3rC8kx20JFfvWPCpvbUGC0w75u6i+ShrM2QJKao+7Szd7nTMP8MmTsAAAAAnBN64X4c3Ww2Y7F793I5jqOKd4lM5uOX7XA5uVipz+WZ0Frq4ol6WvqZD+Tr0dJ7+Yv3a8Gd8Crryf05JuS3Dzkk0u/ho+F7NVVL3SfZ5GE6YDduk//G3v20pg3GcQC/5ZKYgIeMREs9SCCQgOIfFEVEqiCFDSVIt4OdUITu4KA7VEFl3Q5zaFkHhTHoobYVy2D00O0yBnZrxxztuskuewF9AXsFY4nW/rE6Xec2B9/PNc/zmOPPL7/8nnHr7LOFJ5/S6chWaJsJdDbT1+ta5r7F8fWZ/ND/mwAAAAAADN3pHHeDgWFYVpK0+5JOVbgn0jVeZK7+/JhfpZjm9HeaA9fVGY+cxL40+PptOaWl7tnmVqeeMfSe6651umvRfkKKdnyiqmJZ7YAcJZuG9p8EAAAAAOCPOS3cfT67XRSfPdtb2N9fXllaczs2Ex4il6gdSQ+LUZ6efrXjL3gbwlDq3Lwi1zfePX9yi6OISOJo4t1cnfErAxbvWuoeW9lS367mWpiTA70a1X2zu9+c178TkSPnrny143BRdLkiRCSyHTYgcwcAAACAkdf95tQDZpUv6U9Hr2s4Y8zM03cNA39L2p9dZCV3+3hpQZztt+GUiZk8fjuJjfccTpM0yDptgoyNW2EOOh/SdAKZOwAAAAD8J7oX7l57KkXXwxuhh8sr67eqXCLnIRLc+kosFJ17MP2Y8ReUfO8WlYE1ZsVnew9X1qo5G5E4chYXXz4etNtdsR9uLLsSaj++cWK7vlNIdl1l9dnDn9cchCfhji4G7OcfxuMTT76ntcw94EXpDgAAAACjrXvh3iaQswzPfpTeHo+BabWkr0lm/rVJ6b3tV4yRd/kYp2XfBJGmlthHFwev9yLTOk5rk49Qer7Qc5XCF1vvzfKdj1Kig3qqZu48PfBvAgAAAAD8Ez8v3K2CPfCBXtwOxcpLR3ccW5tZG2Gp1FyTxcX6dPzgnl25OlhA3tuYEJi+Fltev5NJeGyWT+8/T726Z/cN1I/jl+djn6pZT8SyXJw68PZomPFN8+s19R5V6v18IHDjXDu7P76sy3oslvnobBCZOwAAAACMsp8X7qd8hrti2Dyhq54k72nKLZX4qeEk73nTS/2T5mWn2hCYkhjvt6GNZl3qbU7qJm6x50B4wbTLVbROd91zsqOlpmByq5k7QUSRuQMAAADASBu0cM83AvHd1e352P2lW7Xq9WxEjcc510SRHU7yTnrlsNmpq1VzEYJySYurByZFOR+PdyfTJeenTI6gKiVeDCid89qbrN7UZDmTIWzGFTlFngvzZ7ySmrk/JR4icwcAAACAkTZo4X5qhqFZvc59HI9ryTsn6Xna5O23sZ8x8h69Z3Q0D7VxLv5BZzzenZVc1bc2VXV8j5k34+SsflJd8ZRyMMz5R8jcAQAAAOB/8OuFeyMg0+H5b8vl9beOaiKrJu8Vl7MYrb+Mx+32YHDs0sH1uOCVV0PPb6nd7kS6cqcYlVN2e//jrMJ0eHK9qnbfV4zFqR31JtSLU93HBXt4u1bzpC1VnlfONffMeCfKGXVoDjJ3AAAAABhlv164t+VNMh+VXpwk7x7qjb5ETxl+s+edZKb0zuaBT9UDzYMdp5j2dNebm+6zco+PVAWap5qT3/mO6TI3DeXmSHhk7gAAAAAwui5fuJOFHfpLaOKO+81mNhdJE55cZfLj3OqOX1HyeeHSU94F/+OF91xFbaJPqweGdvyNhrVv+/zNwmLMuJlTm9XX5ncLDaFbp7vw4dDt9ngIYmMjGLxyJpVv3PzmzKofuIbmCvku+wAAAAAARsDlC/e2vOkuf01yHefuavLO1cxmUey37WfGyXtsiXvT6nbXSZ1t6d3NiiWOUjdQXKnHFaxjplTrUEk6/4lqknzfzNwnzb/dqA8AAAAA8Ef8fuFOFvz0s1CsejuTyWbTavK+5djfPzycmQkGk8lBBsNcNJ708huutc1Nm42wra1MTSlK/wj/Xiq65FA73XNbDw/lYLJLp/tYgVlaj6itPeXy+eZ5IRltZu7l/QNf398BAAAAAPgHfr9wbyMZmd0z1k6SdzXX5nmD4VKVe5NAr+rWWkdxHE33W66NpZHZ+6310qLB12XFFdIrSdoCo9FkOvtAOM7cnfqBJ8gDAAAAAPxFwyvcBT/Dh5fLHLe5abFoveTl8sbGzo7SyOf7j4bpRvhAxyYyGYuFILa25uYUhSTPtqZfNJa8yz+/nbV5iEx54cCevPirV5KGUCibJYivX2X5bIhvPc7cXZOPkbkDAAAAwAgaXuHecoUMii/1eo5r5+41Y8kcN12qcldZmcfNAezN1J1l1dK9zwbSwDdvd01TOj7VfQnPa8dRlCieLdHbmbsLmTsAAAAAjCAU7sdQuAMAAADAKBt24X7CZOJ5o7Fdvueo5/oHYre28/7GDQazmdIGxqjV9mdW6Vu828WF5nT5rLHY/T5XhmkdZ2bPDpdB6Q4AAAAAowuF+wkU7gDwg727WWkjCsMAvJvN/MEsRmaS4CxCIDCBhvyQkBAkGCEIlYQQtIvYgAh2YUGRRnCCtguVVNKAIIILoy0pQnFhuykttraiofZHuukF9AJ6CT0zibXGjDFWWwvvs8w5ZzLZffPmm3MAAACurysr3GtousrNq0+Y5Xr5zqpjXNjkaNMz0bQo1qpt/Rkgajn7TCYbPW0vG19ZEWfpJm+bWiy1h4pewfLbc4BeupM3V1G6AwAAAMC1g8IdhTsAAAAA/AeuuHA/MurcFaySp9Y3Q+2ofdz9i5TvHGeVyEaThF/gWxTvN/kFKUtmeqQVPnp6mKYFgWw0SV6e9Z4o3ZMo3QEAAADgGkLhjsIdAAAAAP4DRuHem/7R17e/f3AwPNxq/gU5HJHIYWq6NLO3vZmjQgkmOykt9sSrc60WnuRwpFLFsW+bISp3I7spzIykzKv/Tnc+5bJ3U1QoNLne9264oWGmoyMS6bNPUbnc9jg/d/QM0NFx07v7jSGXv9fuvQEAAAAAXCGjcP/Olu12WeZ5+vddVi5fWInbv/+Wuye5JlF4K9U2UndF3DNmbtpluskziSzq6brGuJTjqt5dz9x7LnJvAAAAAABXxCjcfR6Ppk1NTU5K0vh4dzou91eVuQt0srRyy+bI3yS5e9/e+mbCyN0r490zxdGmezaaqaXu6yS4r6XumeFbpnPddKokfyOHQWlv/R/nTn0NTRfHKlpo2ReUq/n6Z0eZeyK7h8wdAAAAAK4No3CfqGfgBMM8Yt+L+1zXhQ87bSmsrNpZSe8vJw3ozHMh7vS2WtKoyrH14N4vjJ7ZLO9Q+q0+PVa3lpUmdXiVq5AdbzRmi4v9+uwoc+9G5g4AAAAA14ZRuGf6Obu9t3dtjaKWlz2e16+z2bdvJyYW04WZ1X3+oMl2in/ili11e+RgcPZL79oTLaQNVMYDix9WB8PHpXNLsVj0YCxpfZKjpgYe+be4qMMsdb/liI28EvzUsvZ0neX6G4djsRec70YuJAVXXUeZe2dndLrHx1DZ4D1XW/8FAAAAAABcGaNwH+JdoigILHucvOusbFpYkEv8lTS+p0juviIZO7OT3H3dvqqkWi05yVVP3RPMMzFzZuo+VO90Z0T59OCcEjR2mU8icwcAAACAa8wo3B10xGLxehVlerq//+tCj7Bm3XwSIiXx04GKb/xO4MGznmT8nWskfIklvNuRCkcPBuWCf/uGJ8RsBteX0jOD/OFR7t1Svp663whNTgSM1N2seHdblNnHvgrlmdjusR8enhx0OJzVgC9BScF78aNHh1rmPoXMHQAAAACujcZ93C2WknNBXGF99Z1baiSrKsQ5Xjl3VX1eQ7wsPGdq7eqa5JcHLW00zNRSd71ZvlXqrne6b5N5OWvZYmkcvG0pWzUy6BeOe+31zH0AmTsAAAAAXBuNhbvbHSHpu6IcHLhKn+SCUA5USCe5R3s64AvurLMP0vY49/JN2DTdbhPZ9sU7knm3UAgEqZDnqe/zc/+W/OZ+q2VH9NS9mHxEIvvJiaXeuGk8fstxOF3qXSSd7k/K5cHBk4Nu95vpRZK5Tw0UTmTuD2/kSOa+0E7vPQAAAADAFTE/OXWYHuFl8aM6/mvjdV2FFcSiM3qRY0/NeZ1f1Z36F2TVh862Ti3NcGUmpy+UhDPi8U56yP6BzFpmGPlUp/swvdckc+8z/gnYbbf3HgAAAADgCpgX7p22/E1vNDP6srpfXEgK3exOJeuhtAGf9dGSOv9wZmG239WVupTmGTo1N/qq+Hh+SZqiQpJvaXF368Vo5JyXjoVfzha6gwlN8wXSMy+8kebTbMNdfLKQSORya2sbG+4TBzd12rpePgto1ICv5/GBu7ZBTadtOu5P5KjxtHw5PxIAAAAA4A+YF+7HHHSUL4p76k5983UdI60JX+T+y4ujbfSIXLCSs5KIEBO0j1nOfWk3XRUDRurOSHZ+yHweX2X0YJ1S1dNHxMYFvafdZ+3/9WdCTLlHMncPk768HwkAAAAAcEHnKdyPs/fi2OOC0B0IZqmclvV9W2PV9O7Wxr7rjfePa9sOW36u6yXXd6+8nvDktO2d3vm4nOlqtUzXaQtHnbO7ZR+5q+2Vh/GSSUTeeTM8u7FDenIkqVBINdyxNzNPMnct+yyZqWfu7vwoydw9uQoydwAAAAD4585TuB+LWLqcRVFgK7+S9xwTVAV5n7+kzVfyisueZuqnqrKLXMN7pObcNGd/biyrsHHTiLyDDquqPkmSFKVxsJa5S6cy9xwydwAAAAD459or3N3DkRTJ3l2D3Ebfl3n/TkUPx6XK2qOVxb1CfMxZSt1udYmz2fKxrsyLjZ7e4CYVGpACS7tfnKWISdv670jq3lUdE3YmSRf+d7Uwy7ubvj5ro0dH5+cTpCFeVZ3OE43uJHPf6skamTsfqY2486XHLLWc2y68a345AAAAAIC/pL3C/VhMcclJ9TmTOO56Z1fEr8pcq4XnEePirNW46DJzVxw7vfV6c7SlqAaNZT5hlXaYTZNlxjiwVRQbG91dnL5csu5bjhYP8QL5ZMqaNL8cAAAAwE/27uclzTiOA/jNy/P4CM/B8TwqeRBBUEhMUXwIeVBBhIkiYjtYgQR6cKAMC1RWHVa0cEEwgg7VFoYwPLRdInC/ZI7cmOyyP6C/Y+x5Hs0sdc7Kdnm/bunXrz6dPr79PJ8vwD24aeGu93CuVPSZ73XW67YlHUJ3i6VkXd2vCbl7dNbl8txq+Lmej1F72drbjxaLhVzdzWaj0fjge047zEQiuin08ZCyXNIY+O4aMNXd5cpmZ4SumNXVZ9GC5kHXMxyfdTMycsYfSnlamTsRL7rPZZaZ/bJJM9F/OwAAAACAe3DTwv3CgspFsbSbOWzn7jvkoTHCsr0d5KPSqHjdWWsIjDgGRqEY9oKWuCIgdeAvknI2NWiRVquWAv19I0d0F+5i5m4XHg+Svs4hsTzlReYOAAAAAP/dbQt3DRHmXadR1pd97t5OZkjSkndkbLZajWVPT3lecyXRHsUE8dB04gu4bTNHMpnDQdMs+y/bEXEFFXK/JfOWJ7bnxZN43+Tf4ymXk0mho8Zx7OM8rRkyLRwfEDJ3p8WWTXlahbqHr9syQuZujP7ThBsAAAAAgLG4beF+QQjIqSIdYT5ctLwzDE1TFHEt0R6Vniqrqxcb/ut2PJVl5qWY/PmgaTcEQYvN67IKk9Jeve001sncL2r+NXZdeMRK13u3AQAAAAC4J3dVuE8QTT5x+pVNZzfc2w6H0JtOJpNudyi0V9wyha+k2qPQ8K5iuVYT43GSdLsDAdNTz9Di3cNv+TZWHUJMfk4vn77X9BkIo9GcnrrdOUue/FZ7z3cvCPNsLSP01tuysxeZu4tNMkLbvNeEzB0AAAAA/pe7KtwvTKimqD2jsTW3RVRVP9fFrqXao9Fota14XCzefyhXVMO/BWiIhtItvWKJ3hzUnE5RJXJHWJKmri4IayPCMaxBMtvJ3GO0mMJXdXu9mwAAAAAA3Iu7LtwfTDdjirIQkhuNyaQ4u6XCvNw9Dnx6p4hNcfqhLer9PAqH6/X19WRycTEYtLl96VRsWv/3jSbMU4a0f3XmtyxvN9YNa32ny8di3shhfke27jXFFro+WSHMRkqLlqDNlyq0ZstM1XVC701ld4O71bAcAAAAAIAbu+vCvUOrVSrl8ovcPU++ocsURwwPywcgCKXyIsb307zq6tlJ/SyoPsnFsexOMskOOIB1TfuKcUobJq58slbmbunK3BXGj2LmTpn6bQMAAAAAMHZjK9zDYYPB51tf331Ztf7OTwYP7BGvr3hi4tcK+htMRDebDYZazW6fFyLyA/tmetYUf/j3bwHm6Zhv46U6Hwx+WN84aRSun7YkmAuHNqpC6X5gT0fnukL83sydT9Pzedm892cBQyEBAAAA4H8YW+HeQhAmQ412SLm2SC0/ZhOdc0lHRlHq9lZqOaXoU4pfEzakpQnzeXWk/5muC8SZUTz81areuhLii5m7pStz1xBRNSOse6UdcKoTAAAAAMBYjblwN5v5BFUPLfuN9oOleaes4thef53+dPLeFS7c4IbVWOx42bhbmhE3okNRExf+e3g/nUhtrFcrskXmPJDmp3oPPzWb62V50iI7YrJlrnAZ4YuZu7qduYtfMybM739sLwpv64vqh3fpAAAAAADctTEX7hfWtEXWpm6fgypj1BHdbOds0hE1FG65pZ267xmmh6yeILQ6v7SaVLLEQr8lrDIndeFT2u5fAsLabDtzD0t/L6jK5KTQML+vwg2qAAAAAHD/pMKdIIZ3ndxOnDud/ezdtWeqYu4+Y933b9ZNDZ7z6EfO3Vf4z1n7K2ZpUehv0W1uNaba49b7m9Bze8evfuWDMvKLLqXod6FR6kWGdAYnQ/U1z+WnaXKsvOS0TL6hUlLGrm9+kidlzsmDrdijm8zGAQAAAAC4DalwTykaw9bdCT2xRZ0ZxUNNRfPMro7qzG0ZyZr2mBZGTQoOmSw1rO1cr42qrcJaJ3Pe/0JThgNSbJ0PUd2fxtPO3CPtzL2grUvt8vSgwfAAAAAAAGMjFe7f2eLTp40Gz8fjHk/h5jMbhzHrG6b0sXv1IFNaIp3zh6/8ofqJlLuP2Dce5+q+7RclIXXPHUZCs0NSdzOn8PqtVqflMMMWOe5Rz/W5Yl/kS3mnbD30dOqy96bQztxt7cyd4AxVRha0brv63ucKAAAAADBGUuH+RGo8Z+RypZKiUooRq+jRJQyv6YwwKV1qPZdy91amPZKmKtBO3ef/IXUPswFSbLHP63T92mU4bUTqwLfRsa5HW5n7Yidz91Ah8e2Mx70bAAAAAACMlVS4n+eE2zMPD9XqL19CIZZNPXUlVla4+MPpmx11OtRUrO6jt19IuXteyt1nGwkuPFruXmhSQupureSE6H546j49+2z/pXCZeb8/leot3ec45RdrTpjobvu04un0sF/P3AumcuVIRtq98fj1DQAAAAAAxkoq3HXyg3bfeVtVvW0MKd8ZVv7hhNIbSxh89Fsh0RblGbtub/TcvalK686l6F5M3fm/rp1QJVqXyTAKRe/TemJDLk6X+WjcIi5vURUz92BX5s5JI2pKSrZ3AwAAAACAMZIK982Iu1R6/HhpKZebnLQIpbT118v9Wpb9bno/FW42CwVCb9bceef7Sqq47M6UjnKTlp3JyquzwFYj7CH0o8xsmZ6rB7YzlVxwZ77iTZvCwk8EA9dOzPERdy63s1OpRKOFwoNrb2Ne2IxUJmWyzP6nqcsnp9eUjsOdxfy2aUX6B8wFaIswFScb0OMGVQAAAAC4T5dz3FUqhUKppOmX7SnpLXnyXO7VsZTipmPXh5mScnfx9FIxd99XFkedk24mvirtUupOMvSQ1H1B6HQnxXfq3+nuk5rmGXX0Subuu5K583K1sObIkOp9OQAAAADA2FwW7nNzLhfLLi9/i1RLHz4cHeVyFovTGcxnDt6cHaejW9p4uDl999k7J+Xu1nbu/iIbeJ9oFoTe+n/O3c0LJ6xRSt3zFb+QuhfMgz/fAsVWq+JPCmdna2vmnjag+nLmKCir/CquPOxc5B/27qe1aTCOA/jJXvKnkENLkpbkEAKBFVrSDmtLGLINxsDRUUr1oA6kUA8VHOKEpdh5WMUNHQyk4EE3h2MgPagXUbY5RYd1WvSwF+AL8CX4JG1m17XrNltQ+H5OW/c8z9Lbr9/+8otRvO9k7vY1xZ8zsZJrdfbVweE0AAAAAAA90/rJqUV5QZv3DDJRvjF9jzK/lBE2cLLR64dLamvcQyd39y2yC8eblV5L3a1rpXnFfdido5IoMoz1X6xO94MN/AH2NPlbgh5p+IIhX8/ch+1rkqgcv+Iq0evisTvyAQAAAABOrHXhHi+6c4+FudST01He6nw3g4mpmCuyNPr5/fWthWzyctWgMseJxTup5tjCXZK704kpV2KXuT47EzeMo/eR11L3a6buMsuf05Uq1TZ1ly5fTqWcTvdzB9plLm4vrgZLCfNFIL53BEUy91VXzHwerpI3LGUqy5FSzIwOZLv39gEAAAAAOmhduP+hUlm34LnHPfRZI1dqdDrKcJ41beB4sXhncXasz0q8Lbe4D8frIw9Rb5SX9tZnjOIOH7ZUEOqd7p6Dje5ZbZE0zCfopw3BfV4eI6un689MVWWWjISf8vVTmQO7AQAAAAB6A4V7ExTuAAAAAPAv6lS4Nwq7twSlb4m3i16byS9x3wRW7vTc0mOQqDg774vYx8f4deXpcXrJKZHlrtpbzzMvRKP9QqfTfd03IDZ31STllD2kZrBhRE2cHbbebr10H2KvW79xhaadAAAAAAC9gsIdhTsAAAAA/AeOU7g7/FTYzXrmmK/1MTCkwqbLTJ9nxF3ptPWo/OJFZZjftA/XGYZlO234wyrea/02Ee7xYc08Ho/V/WPSAtu8yBC/2Z1B/cLA3mtO6T5cW8FZT1CdYC817QQAAAAA6A0U7ijcAQAAAOA/cJLC/Y+87GZHuEEy2NyhM49IAe/utPFoVG2r70ntXJpWFFHstMFxzi0wUbJrip70zLYv3ovyMh8jy570DVD7G2ZC1LjPeorqVe7N3mtxdpy8cosbIT97qbBvnUxzj8py05kAAAAAAL2Awh2FOwAAAAD8B/6ucL/gD6mUYSSvzGzsfP94d5fcU6rrb9/eunXjRiolCJW/bZ1R1aHqTOXp03K5VDLNcjmVupQ7yghKKURVszv3yhOl0tuVB3e3L7Ze5veHi3OjQVci8ePB62Ljc1S93nPh+6O7rqngnYIzlNKvZkdJD04wUvhEFpwZ0MxgSX/yJIOhkAAAAADQe39XuDsk6orGKnMkhN7DMB5PN5J3L5UUBJ53Dt3SjlK4W5LaOD9hfQfAM2yg3aIM9Y0LkkUr/Ja8/+AQlbYH1DRm7mGufy9zl8SL9jR3H3VwFjwAAAAAQLd1p3AnCbWq5vOXkzMDO2sked91kvfJyV/Djz9li/5OB7Tn9WYyyWQ6PUpuB9X11dWl0/NCMuPttO2UpBpJ99NfZiIWm4ikXhRbjqz0eg3j/vVnZixGb459apwfSd6RwdYz91fOi8ZFO3Nf3iafBKTM7AhpxpkaG2txLgAAAABAd3WpcK/zUkNamiTvPid3p+lHfSNCRf6Lwr3G7ea42pFlvuBJNrWkt1MUFNoK1GlmWC62W7TNPqOtTvd7QvPE+Df1zJ20xtTVMvd1e5qMqu1Y16MoTbsAAAAAALqvu4W7k7xfnpnZ2fn4cXe3VEokpqc3N5dO3yts56pHCMrbCIUMY2NDUaJlPfb2Lc9/Ltze15Temj+Tn1n4SO5v1fXN6NhapmWbjaq6A/27CVdi+kuhmGn8ROBk7uspIVP/Z0Zgl7TtTKznNsifr4ySMt40c04XPAAAAABAr3S5cHdQlKYpyp/kvcynuFntyhGD8jZE0eNZt8fAkBHr3EJTU3prEiUr1sh1UmArHqrNfaRFOeUz7UOz1P7vBmqZ+3lmfm80TdZ+quuqZhXrtWnuLk07cCIAAAAAQHf1qHCXJMOIx7PZhYWx8b7+Zyumfv58dPLl6bvDO5fk+Alv5wyFRLFSmR8/7dNd0+e/Ln9WtI2OR0lqXE5/J9W2Xo70DwZahuOqmr091z9BDu3j0vuuzgjPktJdp39ya2qtpKdu70TKruBSf1w8pWZzEVLGLy1Vq62OBQAAAADomh4V7g6K2mbnuGg9JicPM/WNC24532nbYbbZRUa3D/Mxj7XG+0nb8YsBxsr+S/Szdo86Val5zprbHvE9brq625475PVp33g9c5eo2+RTgDXBvWhPcycH0/TRJ8wDAAAAAJxIjwt3SRoaCocrla3Zwj2GtKPoJh/xLS+mCiPbGydMqYeGZHlr9gsJyBN0ZHIxJQSa7ylt5g3l5dz8i5WVmBl9pyjxFvNlJOlKeG08GjTNd4yw78oo8dL4oGvKvEoyd7vPXRpa+B4MxqaZQVWV8um0yxWLzc0dPBIAAAAAoIt6XLg7ivJ9YZSZrufuE/wjbk3rVG8foii/sANyawD7TbbloMcmhvaJ3yTrdYZp97DTALtMpssk6ELTlZ1lh/dl7n7xEpngXqInScu8X5atq2CYVgcCAPxm735a00jjOICfOpcZR5iDYUYHPYgwoNCgBqUiIipIoKKI6B5MBQnowQXDkixUickhERtsIBAKHsyfxSKEHtJcQpZs05Qatrvbsm8hL6CvYNnnGU1i/hrzZy/7/Zwy4+RRc/rNN7/5PQAAAA/mPyrcLZZ4fM5UWG4vJcacv3D2DOl4d81/3/7TttjrHR+KxaJ3LCe/Cq2ndvtP7vmVbd5vufm5V6M3W9gVEswzjtvYaDYtVzzYWg7u8q9/efqsNVVrzvWdtwQLvcx9Sc3cR0azfJtk7m+FmmXSYqnVaLPMxDU9OAAAAAAAD+I/Kty7LOysUhEMIh2tTrmtMd53YY7LrX3T13VT6gD2KLelSw9chmzBqpvuvq/ZfPV2px7TivrZ1sy+8+d7mbvQy9wtJpu6a+oYHVMjSXRJSbpqQQAAAACAB6IW7s12U1FyOYdj0NX3ZJSD8Vx696gdCQUOSInMiVOulerXMG/LeW8z2/Gc0UmP/2hhOrSReTrTMoyH2sqAReRJf7oYcbvJBkr7tdpVX3ayXPj4x0GGebdfa+dGz+4ELB4l5GJmMu5YRz37Q9nzSWDeZJxNnrTtLNIl19fj8XvNugQAAAAAuIlauFetWzqdomi1g65+IHFTR2c1nHS8tzSvpAn9bcbDXGJhl/mAGpLT1F3RDxoOadTnNBr6nqJ49Ze1sEUr2WCJObAun4vwu5l76Sxz54v0WKjQg+6SpvtvDwsAAAAAcB21cN8QWwbD6mqj8flzpbIUPlJm04uOR8yPJ8sOf2H3z2IstHLwM1NKudfnx0Ob9eFzd6P8zVM4ioRcIkdS99Xxw4X0jUuMTAZttlAoGi2VGo122zt6cSdXo+wnDe0t8vhsIjYRP7sP6Gbub04zd9njCzSYGec63XxJUaJRhqnVBt02AAAAAADcmVq4/9TLvtUo2qU51HX4gra3x//j8epn+ZiVtJmoXhrG75q7p/lqL77PC/zA1P0Jz3Mcvdhq9bAXC3dqT3dA/xCGiCnYd/Zi5s6qDfOcTkeH1dMFDYY7zrcEAAAAABhMLdwXYofV6tqa202j6LepKcNrV6Pxx+fYptQ+Ur7kXngfpYgfnfzmyRWO6pskdxdJB7mo5u6Szeclj3wOI+jR7kqxhjvDZJyugan7E49nYeGA1OaiWA39ljNeel3vL4b+iv6a2UjUHWc3EjRzb/Rl7qP+wsEUYzcYcjlZrlTIjMvMgvIofycAAAAAgF7hntXaJMls1mi6UfQJp6Fhreh2lDn9kB0sw5BZH8ndacbdzd3HpI/6/qT7lhzar5rWaeo+ILhnWauVXlriFpSrvlqaX+NmGDv3SpvtO+vhY+cy96B1jS7SbZahP5l1A9N+AAAAAIC7UQt3Nuvx+Ww2ng+HY7GQsDLmeu8kI9IzKaf79Xwg8Wl6O9LkFdsXvz744CW8UY77C8l6ZDoxlm/ZSynn2Pj0dn3HNycP9aynN2vjI4KmxTGpfGA6vOfrVddXkuVkMpHguKjdmugky/LFhpm4vzl9zD21bwh1/9lNRNm/FyCzZVLr7SP1s1l4KfWWYQSBbg6rTpaZnws+4pMBAAAAAPB/dnGOO8umtU2pYl7TvFVnpJ9wa76bJV57ru37QcWVtrDKkYc81VR7TErSGenDyWojvdTdKUiDUndFEUX6Bdeu7HSPm34X6X8fAry/72zwNHOnn22EdRj26eZLdCvWboS/jMkyAAAAAPA4LhbushzP0vT9I18Mb8deCWPzG3kxFWUyrb/eNwLCp0pE4o9sab8n+MBtIazDt8eHDxMrbtLvTnL3rdhmcsI/VO7OZrW91P1lfmxQ6u5whMOr7+2M030YyTkuNqezwaNwIFVi3IHI3tnAd0svc3/Nq/ukysFwzE5EIrLM83b7G8YceeC/CgAAAABA1007p1rYnFbSvRJcpyPXqZYmYSZbJpni1/3afcSVutXVe6OotcofDZu7D5G6s2zEXKIJOul0v3zhKNs2pMireWGv72w3c89YQ+qRUZ/uzpNhCY57w+xjsgwAAAAAPI6bCndZfpH1zS7v8fVwpCZsBebf75M0m2tNvV8L/PFpOlLkk7a0I3tTrj0s1pFLLsTMgQbJ3Z+5pwJbkfDecrb/EdEBuql7o5VRU/e/bV+uj+xlWWurCR/UTvdm8sWFTnej7KuH8inSMj+9l5NPZs90M/eo+/VegRyNsHpBYJhUKpmUZUF4yrxNHc1isgwAAAAAPIKbCvd+Du0EHzEHeml2V0oTMIeV2bsMgbmJkfXwxV7u/ob7INSG3dE1q5U03fHw+2bp5tuKL9pjtdPdZfWxl58r3RPyaube7Fuk1+fe3TP1iaU7T0YQaNM8eVIVk2UAAAAA4HHctnD/5sild3ea4crvCeua63i/lfqH4dzHja3adrE5sadNL3qe32n3pMtGRr1pW3upurV+kHkZ5VyrsdjEhN9vuXWw73XYwubGa/IJ3zUSnQm//jQwv8TjiNXyzhnGebzdcTy/WLrnOq9I5i66XiXTZ5l7urP/jplxraRz5MiYy+VJce9yLS7mcvQeYCzgKGOyDAAAAAA8uNsW7meCJhsfNid6mTZlF6esgtTRfhn0q8MwsnFpiU5toURRp9PrB/1Kv+e91P0ZN6VbuCl1n2S/kh4X2une1F4Oy2d18+S1l4ZY3xIe83hf5v5Ep6OfUJKePAlZ6VAcTJYBAAAAgEcwfOHOxufSyzv1cOz3RGN1Pe/8sVTKfDh2VYXYNr9jK/jn4i+GGQVznZFRtrC8GRtf2XeSN8gEAsWizebx3HZltpe6v4ymAp87yuKL6y4cHd3prKz+M2OPJmLLvosN6g7l0CUyJXErOVs+Kd3LO0tOMvnGteKbo4d0riTDVKvlcrP488wbZqmJZhkAAAAAeHDDF+5nnmsVaVNoiL+cZe+ahm5JsbEPVroa9X5ziBbGlEbD87fulyFo6m5QU/e8pM5vvE5BWVeH1o+bPZde8/MBNXOv9Y3RcQhq5m6OdA+7M9xNpjI7hckyAAAAAPA47lO4kxEwBaVTrNSq46uuvDuVUQfBjNe+1uu7uz5fPH7/5H3E+2KHr1RWV51OsgmUOxTid7Tpb7fsIqep++GqoRSNfqjWJpY91w6wnMsthfZJg/pBo7nrKZ//0PF0uHEww4lj4YnTzN3bKZLM3d5IdJcsFktkrGSxmGW/rzxl3omzi/f+3gAAAAAA592ncD9hZLPKR920Zv00eSejzc1mRXmw5F1R6NhFqsRtCb8N0UXuVYrqfwTs4l/dXZOuZmEPrRlymdPQNJUvvJbVbpIdXWe4hOksj/eqmXumuyTL0v8JiOIia1Mny2xKjzLjHgAAAOBf9u73NYk4jgP4o+7J1zvBB8qdJ7sHIggnGP5gQ5GIFGTQcIhYD1bCOFgPDDaiBd5o9qCLHCUMQujB3A8cQfhg9SQKayuaZCvpyf6A/oD+hL53brU5TddcFL1fTzZ/3PfOZx/f9/Hzhf/ZQAp3V3Qiyy3dLNy5c+1aIJDJhEKBwOjowkKxODXlDzcjjsuHZ6Qf28REPD48XKupqup9FFzabkxNRvsr3slEOrVYq/jUtZHxhfPnu32VOOva2RgOeEPVwFvuXPRwP07z/BIrhnzeIFd07ffAR+IbuRyTGV+I0lmYLtfiIsOsrRXPZSdGciGm4NTahsIDAAAAAJzQIAr3n86aPUJcfqxvJ7qfvBecaXeUDKCOJYTjRHHWWLYmLnD9T4+PcmOt1J2VfzX55opwjXa6J0zvuPZO9zkpbmTu7IHMvWncYMhwnP5AkvSrKsvRMynWR+8K1O3YhgkAAAAABmrAhfv5c1e2NuYXF1dW9pP3C6PWhZfFBk3eIx22ODoGl8vjicWGV/hbiVAl8GH8BR0dT/pKtuc826OPK5WQKt4RHvj93Trvb1+5x96ikf7T8Rf56KF7BCS8zW7SV8Rtd3S/kaZ5P0Y72zPj4/p8+XBY78FfHj6fdBbWQ17vtKe93wYAAAAA4EQGW7j/IEmCIMs/k/caTd7rHeakH5smOS1v6OwWvds95XzdZ7I9RPLWzyb6C1I6ft3SfSB8WEqJOfqmTblIDlf3c9KSqM+2qXGevWdsxN+aMi9J+kNB0P9fFfL2Gr06kTWeBAAAAAAYlFMq3DWN42KxmZk3b3K5RKJUCuze+7CUliajUUVxOE6QvIe1hfmVmbX12dmEGvyQfp2MkrO9lxtSwsLYTM3rZdTR0UaDEFvHpD6pfV4cUX3MTHlLix66SqJtBWdmQww/nXa1SnqbEg4+mqWdOx6PHuFzXILuvnR/NR9+WCkxI8uN48ytBAAAAADo5ZQK932S9EBIyWtGRK4blscE85G5LcekkDq3KOr5ub7gkvlirwMMNmI3RsEwJpPV2n3ezXPnrt67zgvS4SZ6B0mLtB3maOZuMrUyd3lv39QHgh7aL7gj7SsDAAAAAPy+Uy7cNe05dz+2MlOlybvPR5tQyvdXnxfzyWaEuBydY+/eXEqxXlgM3KIBOl1wIT2VjPSxmE2ZnC+8eePzqerNm5qmt6Z34h5j172lTHW1mN/L1luGlGLwa3vmXmZLJVXNZvWTx2Iq3cRpK7t19xbN4T9vR3tdEAAAAABA/065cN+nSV+sF1g9itZl+MeWJ25/Wx/5MUnmt5ZLe8vd5PJ9LeaQzCyrH8Lzbne3N025F0368JoL3PlDzzvI7bbM3SF59DZ+ntcDfEIe0j2caqKfBOndgDU+e7Lf4gIAAAAAHPSHCvewtiMUUpuV9XVVDYUyVXZ0bMecDzfnlLO/O+Pdf256fpmnLfR0udh0Np8krp5LObSJVGp9PRSqVnd2ms3LHUvrfPZbbZ1m6+XpbMR1IMgfUqaCK75W5t6K6x2aeWSkVKpW/X6bTVHkryEmsNuw37tDx81UryRRuAMAAADAwPyhwn3fa/eY8ytPW1wMFbYgeOwnmDXjInetj4zlEqanVnd/S7nd+kanDMOyU/bOtXXE/tmYLnPNkj4U5A+RCVY0Mvf9TVgdkqRn7qKoZ+4Ns34HYNRSNF+jfy3WrtNrAAAAAACOC4V7ByjcAQAAAOBvYxTu2V9tKHoKIvYrQkE2qmfKxD92Tpv9vQ7qboK7Z9TZeqX9oG0YTEeEWK2tczut3Wr9bYtefV8S423fBvyWIH0+86N0p4Mg9YUsFv1/wapfx4573ui+T9sxExIAAAAABgSFe5f3oHAHAAAAgL+JUbjf0EtPnmdZp1MQPOYo6fUjzwHxuwXnY761veqsacay6p7qdUg3fvOGPGIsVGHH+vkWYLezLJ1PyVT5urnz9qvnuZTJx/hMhbbljpTurW8BdDg8/T8oztI9Xev2silE90/dHz8DAAAAAHBCKNxRuAMAAADAP8Ao3OPscOv3mvtU00P2nTMuFM3J059GHpXS1g9i6/yzJl6OcUXyWz0mxM4Z/S20w4WNcRO93n7mTNa9SUevM0xZPtfxY0alt8bXimUhe+h5v7EF64HS3WLRzzrNuc5ctdfoNrH6BrH6yPf77uSRRQEAAAAAfgMKdxTuAAAAAPAPMAp30mwmk5OTxeLOjtOZGh1eTpR8PlXN5dZvVfnajJzaELbqDa2vYYvHd9nhIpGr/tf11XflT6VSIpHJ8F9jG/Wicszy3Tbkikzmt5ysqvrUTGD4Q/3crw9wufza5/cqk0jwMzvZox/vsqOpxZevM4nc8jynHGioifhHabtMZqS+1wsTiezu0iadilk7OySM5ZhQ4rNQ3k0w1zeLRxYFAAAAAPgNB+e4S5LbbbXGLI+M5u+f6ftXtmBd4szS3K8WOinF/loYlzf3TpqhuXudKL0OOspBPNagKaFfNy/3Tt0VMuZUjQ8Zd0c6vO4gD9gKfT1gWTp0FyDSnrmLdL67avJIjjPbgj5Z5r4QFOn+qfyPNwAAAAAAnMTBwt3hcLkIiUSazcnJxut6esMpl8XdRCnk877KZdbeXL9RThXm49svGqfQAGIbOqvMRSfz5unxMi3fjdx9JOY8bu5us50lybzbuah6Q16aun+s/7J4t9nm5rJFln5I7/rjVCN5cLul1utK8/l7lpn1BoILB6/kR+Zebz32+1U1VNpc8StEubBMS/bK6pMKUwrdE/r4oSwAAAAAQC/ddk69ap8wC9aP8jOaG/80wl6wjAtp82SnQwbBQcLctDy8d7qEfO93cncHaVif7qXuLNdzsosmlY0PSYfA2DvNl/E4y/TVnDjeMXPnWg8JMdHe9iqv0Yk8KTZH0/cNTp9yI1ulDkvCd/bupjWRO44D+GnnMuMIczDoOMSDCIJCZFQURYJoQIQGRcTpwawQBHNIIVK0oCEPBxNMsIKwFHJITIJhYfGQ5BICSZpdNmHT7kovfQF9AX0Fpf8ZNY8mavbh0H4/h5DMk5nbb77+5vcHAAAAgCE9VriPjtpspPU82HoZm1ZXS3P7xlq9WYyIkTFG7nz/se5cXVy/mLry9jr5+UZGRkym4EsldyflO8nd97Lbi4uzd18O7UNO3b+Lnc5NNFMeT6rZL3UXhJcv54wS5RF/OFm/eHhDtvnxuVXKk9/Nrq7c+qqhk7mn2pn7yIjVekZ5PJY3rReGzM8kfa/Xals/UYUfDtNf/fVeAAAAAPjve6xwv81rOGLnNHFVg8lfZ++S/hX3SXc+yMT04Y0qubucc1PUL8wZx5nN/U55yMvmtClyAXGQ1J3VyLPsi4xRt9Jjr5edIHvzjMpwu6xvZ+5UN3M3GM7IX3VVi3xb0Z7iXiOLw0aYC/p+/w0AAAAAwNAGKdxtJl8wxi8ZrpJHiZIuytVcJ7uFYkHSOk5mDpZrE8bNC+uC92W/ywxh1BaMLWWq5uiiq+4RJSmbrdVCIe9Q8b4paL+air7fTYn/uLfjRuuToX2Lnyq9cox5mo43xmrrfle9KXhVKo9FPCnV+9Olm632cecr0j7ktirPBSbTejRFMUxo86XtPOQgJXtg7YRk8PH1Z68qBQAAAADQNUjhfsPH+9WsZs1S7yx3KivoVcZ9dupOGP1FjNAtdrOTu5OCmOMMQ7eLe9lJ7W4nde8z38VriCud7m7VOf/wddh5Q4g0zXuYA/Ptrpt7mfslKyf8743zL07NWfJb2EhmRFIuru9sGwAAAACAfoYr3AXS997i7UuZK3U1oZvkwq7sWLH4T1Przm7/XLMYF9lzw5JpqDEwT2jn7onzctnh8HgkaXs7Hr+Y4luD94ybgtNXR53UfSbOPZW620wrmfVykwTl21u609a9vYJp6XLH0fQUsxbrzXB4OXMnfe7dzD0YXHWOUc3m1GnMt+ZiqB/cdaeWKkiVBxE+AAAAAMCQhivcbwg0r05oypYDZXqLzMPsqTY0IXVy+DEwTxnlV3Q6eUq6TKud1C3xgxfusmAndfdoP/ZL3aeU5U4jzGKPBU/T/IVe3ntyp2He114ztZu5L3Jj5K/fyUj4fUuKtMy/4uRT5npE+AAAAAAAQ3lu4U7Grrez9+Rs4mJ9nwvrHR6RSf3omPnLtTwxsblptbbux9bPMmJLx2KZTCLBcbu7ouhwHBysGaesgy8GJXRS912Suv9qjD7Vb+OLTZXeOAqeRvbv/QXT3XdKR23eBbl0j7iXQ4fXW02ZjIPU5m53+7J2u8qRp7brs62r2YOxvEe/0RjzUBtrp3c/BwAAAABgWM8t3G+k+SXzuSan6oTiRF6vNxpZluf7nToEntdotNr29euqTTbY74Q75NRdnvkiqixq9VMHeg1lvbzw6a+W6oNhMAKdVG7yJy50vW2EptvfBnQv69TnSdJ+yfPKZBm3MonHreo71QYAAAAA4GmfX7iPpukY789Yj9iLyZ3VuKue2kulTk5crnB4cbFUUif52HC9LT2l037/5WU0+srFRPakbddv716Xlh4sdPoYwes/rwSckaLU2NgIheyPDrFMzyeP3gYaVEpbm2Dtvjv7RoR566brhMo7VKXrzF0QEgn5gSIQiCm3WU00I/l8+JM9HeLIjBnJ8bFAfuruXQoAAAAAYEifX7jfEAxXuj+4uJJtd1rSOa7CjhsGra/7UqvL3BlZoVQeuV7jqobBe8dH6ZjmE6OsAqtSPZ26H2t+VTrd13osEGvnyMuoJHNfvNnUztwZxqDcZprOkv/Poc90GubdKon8fPv11poFAAAAgP+HL1m4fz8fXFlKqi8Tc3Pl8taWVlsskpZ0V82y9m7utToZ8432u0I/3303njwvvZv46B7LnzmWLZ92qsmYbaBAX0j7r0qbJHWPSNLGRqnkezQD5/3spCo1lndvvD28mdreZkoeBuokc/91J2TrPI60M/d8Ph5fIpn7qKDbKVLF1M6hfyXgLlB7jUKEdLkb0SwDAAAAAJ/lSxbuXaM8bzYbjd1RMHI8vmHZZP28rd+Zg0jTl2xNJTeiUyTZXmeXBl6ZdERJ3ZUJ9Bz3VAd+zPBBK4+HOehRb09r3pM9eb3zZnhON3O3Kpn7lVrO2MNG74scSdsjDKN0uXfGzgAAAAAAPM/XKNxH0mQQzPj40VGlUi47txpaMX+mrbtq4fLiZmmWJO+fVcCPCtNetbUyF97aixRTH11vJtZLydhATTNK6l5yuUjF7wiHzeZ520jP49Lzs+fvthzU3kl4p+q7e2mbvzqxQf2SakTXb2fuEbmz/X2LXND33YdAgWqeHGaq58uUJ18khTsjfcp8kRk7AAAAAPB/9TUK92s0bTa/NR6QQSttu9oA95ok7wNV2U9r8XNGN5nbIjejv+IODYOOhyRjYNqj1ylKo4nRvQt3Up7TrPGAHCPpQ/z9npogG32YuctBflO7olxQp/mRHLBuXuLlhVUjpHCnqLj50RdiAQAAAAD6+6qFuyDY7bPWUmU/+lvcddCQCox7xhlYy4UqU9aMne53+lPSdNK6GZqIf2wUxMZM+N0frNo/0IhIQTg+zuUaDYpaXo5OXvl799mMCn5rKD4jMpIzWvHfXY7J5D+KW8SI5H5d6pbugpDLiWKRmXztE0ZejC84GyLl5NT8/rJEeUT58WJ7rdrjYwAAAAAABvRVC/euNG0lyfuyXhnqQmj1cWOlx+qkQzs1rypTW+TpLfusv9/hXTyvUsknFRkd+3j6bzdzjEiJzBabvLfHZy6RATV5/RZ/fQ8GA0OmyZzo7UrmniM9+PI093NlQI2M0eruXQQAAAAAYAjfpHAXBC9J3tnKZJSLu2Z2mT0pe1CL5yZ1bHXcHvyMxpmYfYqdzNUOzsTdhipQDp0v2OkBGuhpmmU5TpIi4kZAV1mZ7j2WxmdPRGuNlOgIvD3OCLcn4pjsmdwHkrk7ouvBTswfDOZyRWpPClXkEP6okhVFcS10uRBQGmXI0k9MbrBvBAAAAAAAevkmhXuXiV4wL3J6ZWKLrKFa0x0bPrOe9fG/G/9SymORcWrM/IAdOGq1Xum9P9Gb1Y/V+jSvU5GeGsrBbdJ3Hy8Eg5Vk7r8wboOhu8lgkOfX11XyS6gm2kn67x36oxeL1zcbGPwbAQAAAACA+75p4S4I0/bZ44puP/dboO5OianGtjP+bl/HHqvtzx66YqIz1t9DE4GsxIiO5XhOdzw+PcA6pdPTlcpqoCDuSW+4i4SX7jVj3kZfsbllN1WYefP6OHj7ieD7oJ1k7qK4l8vdZO4fAhGq2bg4NpEbDXESVZAmF+aMf3YK9xnO3OMjAAAAAAAG8k0L9y4fb2XLFjfpIG+3f6u4HXOm30lPS7Kr+na3+wynUw84weWSbSjLsG5ZZh+dMb+gCZAjCvqy4W5PfjdzJyumdjddsilyaJiTHxtOzVnyu0WTUMtLrbZvE13uAAD/snc3r4ncYRzAT5nLvMEcpoxjiAcRBhQUX9A6iEgiiLCiiCQ5+AJBSA4GDEULTkjsoQkmJIIgCznkFYNQPKS9LC1JNglJ2Oy20h72D8gf0D+hvxl1jclsfNm0lPb5nIKZ+ZnJ6ZnvPPP8AAAAjEwp3MumTDzu80Wjr171O/5FpD3F+E/1yFVsx7lQSxVSLudkKUTd0vE13jBAi7oaMf7hcMO4bU9hnHM9ojHFxQE6cLxxvX97wYot3a/Wz3zq32wTAjtv8wTnCExHHwb5s9FirJLPh8OBwHJ7FqU3vrMfxvadZ2vjY+L8D6dWTDu5Rb/nwkrhHk5FxEGHVgIAAAAAAPCIUri7yD2GYVlBoOl+x7+oOZpiY+2gHM2aMW5oEvwA9fbnTOm2mAVlqRnS/2QUjKo0nmXlTVglws9+bivVV/QhEcbyREXoXbKVuaMdU7uZ+41GXuxQI4fzu/oG+vmSPjFy7QuELncAAAAAADCyVuHu+uh0Tk6WSpEIRd0myqZ5nygmX6kPW3lBHltc2Dq8Cu4477nj/NF9dV2f3XqT8YnLI02awaP0zWWwunCeT7lIfyiREZs9w2BUWCxl4c9gbcYcdk7WE6LqJeO2W78j9Uv4vhTwig8+n42u+WOp1MPMfSWzb89jk+sr0YmxlZ8OUujnzd8DB3m5HwfDfsyZVJYHAAAAAABgAErhLrdjf9LgnOQle0Nl6AHns3wpnF+hQsYfUaotk7R77K7uYYE8FJwXWIeylMQZKfrRMBhVST6Ixq7L+7pufeaSx/FprRybN/S7PZ9/hdu02t7MfZWRp8hsCnJXjV9bwFLcFv++PRISutwBAAAAAMDIlMI98u79zk61urDAcTMzxymXqzL5zn8Z2f2UvkdfqW8w+iIMcvBeD129rzpPaxLBuSbXQ9lE2atbHuHOweCZF7JX684liUgd+E9uEj6+X+ru8dQDwWoKnbAeeRNvoq1PH5uwxA+Z0wZG7DCmnonulqlIpDdz/+nmdMaNTa4Wl2fHdksuzJxa/flqW35pFbrcAQAAAADAF2hPlbHQtCCwrNFIkq1RLy1H3D6pZ7eoMv0PvLUaFbb0k9yR8sVW7l5/olvrd8rniFSOk4vlPLHEfj9I6n4mVDn5wh1MBle/R/Hq9+TQnCz1LPcVjj/O3GPoPygRlM4wJuqM6BQns/pp/1TocgcAAAAAACPqFO4+XzxOUScnudzed87ttwv22vm3hcLx0ak2eP1bJKARVu7mfUVxbgo39EuwR9WMC7snMeOBttaQiCNXkLm5uLuz2TwDDGV/LGqqxxxL9kLBXLu+NK3Y5sb7PDEoxnPBpZoV23fUTb6ovPnpkyN2r045N6ENZrwPJt98ZTBcX0uS2UxRBkOrQT5SaqAPDi+as0lxA0250Tr02W2rWyncvwv9s2//AgAAAACA/wy1Oe5JPk4HWD+zo7R+d3DaPWOJpWjfoHuTjsagy7AlrV35SjfnYq6ETL9T1EWFTdIlL0LYmVD/YTUG/Hv2G3R4mGA06km/SJ0QZvQsoNLbgd/N3Fs3B2ncoZXQs4oMPjuW0eyjJUvCDxyhXBB0uQMAAAAAgBGpFe5TTZ/vgsoGLnOVTvqeKkic/cAZvI5obqbLca/PNhf14P1y7FFYxHmq7l/fvrfbpcIR5whuZuPxUXL3ZpzKxRZOUynzuYOZLttsz/+1FkOZMh6cFwhzpZTwRVUeK0RNH8h7q3S0Tb3p7JYq62buSSVzNxg2Yufu1NGHOD7mTVQKVmwdtdDXlMLdfMROQZc7AAAAAAAYQb+dU5v8Ha1hr41ONCGlw0q4SIatCyv80NX0oMb5ec2m9lT5OrQ7KcMIQr9T1LyiL4xOZZFvGT3fu/WpClHnJ+Wp8i7ygldrjDfoLlAPvps4oBIPP+5k7qZ25r6mIwk3piXltvcAWjBMrAqx9v9ucrD58gAAAAAAAPTqV7gvN9d8t1TgpORH6fvBr6e1xnGBIDit41q/WZ9+E7/zFf+O7P3rpi1B+f/c3ka5O2E2Oxybm3d3otjpIx+Ux5c5udp++20KKzhi04l+qXtSzOaq9pS7pg0lvHNPO4IsYiZYRZm8K7I5N9f9uJO519uZ+5zodxKYXfszmiHz/cav7rDZvxVEybvsu1BPzQ8AAAAAAMBg+hXuD0V1b6iAPka6iM7kmTxRI2NsVsj07yEfxQS/9il3xzhOr+/0kQ9jnF9hHMoK0iCpe0ZDorHrYeIHdkXltxN4nETpOkawPc3qrcxd+pS562h5B9eg3jvmUaa4vzXukK1mGYJbVVkWAAAAAACAPoYp3JNrmdutUClWXbIvfnucKpitYWJxv5KLfLg4m48mp6Zw3GL56ukY9JFNJEWqXtlbXCwU8vlG4927clmMLi/PDhW7f52cX71ePDabMSnoP/N6PM+fvkIFT2fCklTJ3Tbx8ceHTqR9sapkxYhcyOPpXmo67XDk82aJMhmUyt3mraLOor13GUMzeVUjsKW9HUfrfVupUWodAgAAAAAAwDCGKdy7cN4r3LAb5K/t7U7l2S2c8Qc2QMdxtVmKX2SC5zUaOdGWNTi/3scPVbkjcuoebKfuDM8/f7CH3zTK+6TOaEM6tQcJol5eSmJ+e3ipcuaef5C5JzRyoe6nxPZkGYemlfqjue7Q5Q4AAAAAAIY3WuGeTs5nbjUnaFa6q529W6Vv91D2Pp0oFptNj8dgeLmu94lkkqIqlVbuftSIvSufRZvp9DDRvpy6bywuKql78Ozs+dR9OVn3HxybXx9/zJWLeHdme0cytHF8jBbasNl6M3fpQeaeod6aMey9RjdOU1U0xf270J45rxTuB/UR51sCAAAAAID/s9EK9640Py9csDml8bslr91nGIrqbiX6Qlq5e6v4PdVGNDY0J30YE7yvnbpj/VP3eaGiNPJ/p9rpPkVllQt19Gbujp7MPcDI82QCumVlsoyV+JGR+95RVA9d7gAAAAAAYHhfWrgbksXMG81mrFJbPD8/Rp3keemjNhjMZsvlaLTV9d5viQG1cnf7oiS53faPG4eZYnPKoDa08TMmksV26o71T92LGWapEc5j+3Kn++zjbH/5duv8/LX1Y3XtwZiadPraEXZ3M/cPv3F5STrJRL/SBO2vrdL+nwuvX6PCPdwoWYa75QAAAAAAAOCLC/cug85LbTHrnSEw8mBzo5FlTfRLVe6KJH+o/4Nzt7rFjVlquGk2curOdFP35+pnC04Z5Y1XZ7S/qYyrH9eZCAnt7Hrw8MFCGt9Gf5mcucv3Ewb8Gs2+T3EXeBJNlrFiLuNCexrPDm17siAAAAAAAADPgsL9M6BwBwAAAAAA/yYvV7h3WWiaZUmSIDol/D55iQr4pxsajWxNd8LY0e6k8uz0ij6B+siHwPOd4v1aP4c/94qrTWBQrZ0nSM3T90nHdRl0j4J2daXp7odrOhfxGnXgryj996Iupsxwp9FkGXmmTK09y32GDDxZDgAAAAAA/MXe/bSmkYdxAD/Vy4wjzMEw44geBkFwQDETFEVCSAIiJCiDmD3YCEEwBxeUZS3UkD+HJBjJFgIlkENiDCmB4MHmErK0SSsbadpN6KUvoC9gX8GyvxlN2hhNTNKG3e33c2nrjGP19Pj1meeBa6Fwv+ZMFO4AAAAA8G/xPQr3C1Yrzy+x3mZni04n6EXjwbcr4CXmnSOhXZgT3jKz1C0GUJ4X73n61KhcU7ybqWW91jCjL1KtN8L2UL2NviCG+fJgo3SXm6V7yv6cHF/kFx4xpGinuS00ywAAAADA3aBwR+EOAAAAAP8B37VwPzduijFLrMA1qladzqtfMsYMIzc9rRtnpjfG5xwZ8Uhmpr9kl9uuOu3AZArp1f9Rnuavvcd1gWfJgtgcvWJvXXnaQzXr/9bS3XdRuu+Jn8jxotVqrZE/aa7RPiSzxy2XAgAAAAC4Fgp3FO4AAAAA8B/wIIW7xWKzBQJnSur1coYNeSt5t/P3xBM5uzI8ejytfLV99PZ6LDZqSDHETkPcas6ZOPzcV61bk11NoLRYzs4OYmul8GoiMempn3Ra5mROmuKZT5VV54uj0b3Lh3p6AoEQWceaSMxcrEM1m/fmZZ0vFzqdIP9yTZ1+onXc5k7ALpZ0qz51BRNZuup8r9zqhloAAAAA+NE9SOF+7sx0wPxKknc1IFcj8kmHyEumb9Dz3msosrJ20TGhxvRfaUfv6MQwqKXuW9zyNb33SdOxwJGzKuL61YONzJ1lvzyStmfJI31so4+9rE1zD1KSca75g4Mq1GY4PAAAAABARw9auPdYXDaKJO/W10yG3ZDpfDj/dKuS9URnMulUdzF5exZXMuCfjZVXKk9z+cR2dmPmuLtE2+U6O1smcbrbl3+yFj1R2t/f2mOhxtPiGumqOew7XVAuHwwEymWdzumcmTkvxW22WIYjqXp0Rt3ONNEfyrt9n4frVLGSvyjcj8qPW18FAAAAAKCzBy3czwVMElNweJsjVmhOz5btt4jJ23NR03xU6yF301mW7z7RrjON7ntBL5k6f3mwGgfJOXkhavW3HuL5Rub+5RUlRh1F08eqTfEBsjc1R/amxh7xzQ531SuxpesGAAAAAOA6WuE+yq/X6ycnN537zajJ+9TQuJJ69qG8WPrZ53Y+fXHIfY6eHu+35tnd6+khsbtyEnu7Iavd7pWjaDU9e9OTVDabonwU5bzb/bRSG+1PqveUXuWiZmPVfDgX9q7UW25STSYzGTVzX7rI3M2243KFZO6/1hXyZqfnX+p84dDxXn33onB3VgrJe35TAQAAAIAfiVa414xFhvl6A+gDGbIe8EvNdaLqrPT3fOxqnn07E4agQ0271cvV7KmbTj/HGLPaItaQON1xHPyIYZ126nz0JiO1HmIY9RVDX2Xuj3m1536YUd9OY5p7Hx8zNDe2Ejl6+L4/MQAAAADAj0Qr3Eu/bHu9k5Nzcysrosivxx73W5Wz9sHzN2W2BZRe6+tn88WZkH5riz6Us5v66Lvg8uuuovJ2XNTErCG2w244/6a5rD5aeGywddE8f2Z6LRVCL3QvKp6+4uP2Xx7IpaVlQfblvXPBHdulqntoKBIhXxXGlkSTrbHNKaCIfQkd5zVKyiMqkAm90m1NllNFj3qPq2rVtxF7+G9KAAAAAPCfpRXuv5znwDSt19fEDC8Z/KYHKNwbzNSAfVkc5BpLUN2cwM5cmZh+K5Qpbdwlo9dJSzrn4WPdJds2ihcr5ClhmiWLTtuzUHG9QM55wp5SLUMsG5l7Se+/WMMaZMcuMvc98SXpvP/Vyjd/DdDO5XF7KgAAAAB0TSvc63ymUAiFBKFSoelKRZYnJ1++nJsbFkeDH5g4Sd+7Kn3vioxiDyj+gZN0bL0QFbxu59jP2aM5R9UopS/n2t2yuAKmgXg98l6uuGk527e4Hju7ccaMxaL46/MrwpavIjuG31jb3ttqoazP2D5dbkxmC2eXFkgNDfH8tvMpvcj6m5n7RO87zxOdvPnBTz0yDVTlhO/P6Mf0sPN8C9Whp9DuJQAAAAAA2tEK9wmDxPOiqNdz550cGkEfZSPGA0Ov6U71820lTa/5Uy3RViUci0y9Nde+DT/zVhu+7qO9YsbU1UZVv3VYr8bknBDsuNd1wvgHOSMnbJhabqM1GGR6VfdK6L3I3KsOjgT4QesU6bLZEcbIjPmgKaL9EqDKc9ErFwcAAAAA6EAr3JMj4wsL/f2SVK8zTDUiFkKDm0cc92JsW84Kc2uDoXe1avDD3r6U6u16yOLtWZIjCynpYPljgfVkw3lO9swt/lUuSobAnV7U5k/tH0eWPNlc/tVRqDb/Rhm/6SnJqX7pY6GUSCRKa9X5fle721RdA+lINJxPcH/VUpc68UdGloNb4d8TtciIq1G6p56R8ZQ5T1Rymc0n6ys6d2Jxr7q72SzcffnfUve8ExcAAAAAfhxX57ifGPbtReOu47PwZV1QmP5T/5dY5O0GdY3/d2WhJuzz7AqZ36LKCR7+g8l005M6GTHESGeL6glbsHZqXb8kZd/VNrt62FiH+TIUmS6T163Ssj19+cCC1dvM3Bv3B9ioCNmaGqaPyYWGrDVy0TmjURsH35C9Xys/AAAAAPxIrhbugRFFmR2YTu/v7zHB0dPC7uDLI/nwcEx+9bn0fC30R21mdIexx3vH2wbS92d2Kf64YW9+tLoxl3iRGCt5QqFyWZLukru7RpS4lHm7sRnOy58cu0G+98aMO6BIb04Ht3Vj8sbwerzdVHnLSO/8jlfOPX3usF8aDElNnWfufi1zt5gNxxthd24wEnclp5jBV6RZphATE43vJDrdVm29zeUBAAAAANq4fnOq3yrZM8b3jiMthG6guZJjycgYBrqb1nJXNmtcHOYOG68pCDx/19zdbIqLUS3Ad+sdhi62TLmouvFIPZ2OMgNtz7BQfn1J/SiM/OUD55n7dDNzb2xN5QQ1vJ82zpGnsIZic3wOebpebHNxAAAAAIA2ri/ck1PjysJAPL1ff8MEI4Xh0EbJe0j6u72CZ82xyNbeBpftadL4fo97SDv5aWqoP17fGy0vhjiONJ2XQqGZmb09v3LbMZU9yUD/9HxwcCVBevbXHOVy/IYGFYvZP/AmM+jdym173gWlQJvvJ+Ypqb6h17kFz86O66sx8eeZ+2Izc3cl7cGSLp9YWk89OhuoehO67GIt0mjeIV3uY47v8ckBAAAAwP/R9YX713oNj5lRMXqx6FTd/rmtjxp37OnuZrbchdl6wheF5qQZjhPFuPUuDToWatY4o8X3OUFgmJtOV6PyqvZGt/W8qX2LzpT4jhwPOxwU9fXDjcxdvsjcFauDnOZhD8jfGXJJmtu1Fy4+wd++3ycH/7B3P61p5GEcwE87lxlnYA6WGZXMQQTBAUVHlIjIoMIgNEREtAcTIRTiwUJk0YCKNYdNSIIVBCl4SJoEg1A8mFxCwP6TJjTtNuylLyAvYF/Bsr8ZNTGJidqmPew+n0NpEucXzenx6zPPAwAAAADw3zJ+4e5eWBUL/CnJzgTT/nBlZaf+bO9tPbViD/+d/iCxZKQQWwjpvqesvscTX8jzplRKp+32aJQgDg4+dRqlNx43PjXqymse6XyFJCt57UQ2GvV6WVYc3gNzyYBTZNCbssbr9jRbsA15hIU/9dasOaez0fANVN9unzq9b41HvzY0Ojlzx32Sl8GYRMsT+u2MrVjNhIrdqPebZdqwPRUAAAAAAIxn/ML9Cq7xGEvqDdXFZbf2NNFUmdQSFfuRwev30GhYtp+7t7WbbFEz0J8yNgPZ6DbNM8w4qbtIhgl5W1JCbRz6cwPJoukyqP+e4wa/LWfu0wOZe4x0oEPsrAf93YLowLb+b1V/f2pTD7enAgAAAACAsXxP4W7BQ7bFwhH5hZWCejqw8sIpoOzdubJNfwq22K3jI49n4WHHRuK4x9PN3ZloNFq1r6fZUtIzP2HurhM9KHX3ytF9N3W//+MBnxiZCSfQ3qSVj6Wy71pDjEInxtJ+gohG0+nBlytn7vWBzD0kpg/2McG+tXCOk14ntn9QSW/3Cne4PRUAAAAAAIzpewr3KzpcQ0XUz01VZq+fvTNOeoNlqZ/RAiLn7g5tRvk9gjbILn5H7m4gyW50L6fuo8bi6PAInUCPzWrXuWGDIXVcUt41SxDXX+4qp+pl7t13Bof6b+gQGs3A97DyjakO0t//axGVIccCAAAAAABwy48V7o90+YViIRl5z0rpTvj1iqPO7L1NXNjtND0zQ5I8b7MZlNj5Qci5O1l6nq4oubvDvpHeImOib6JfoBPFUomm63U5dZdYz72p+5SueCzRVdQY/6oj8eKtBv4nPpckRaNWK00PNs27fWwvcxeV51bkw3UC29mYw12e56i/XaArzmWlcH9pfSGOnCwPAAAAAADAjxbuV3SaojGi/qB6Ibd9d6lUer3R6MMnqavHMK/5gnL37m/RqiSyeMeC03tQlEolX95kGiNT94Xe4PW2nhwyuP4RjncD/OtN865e5t5fviqheTJWIqjB0WQZJ5Zj3pnkQfGyNnlthxMAAAAAAADDPVThPuWeX/QY56TNzoap4nAIQjzudNZq6+uNUmSuELO5cMMDFfBuN5Xc3KUD79rZ3DNnwL9ZKsdsoYmaZmw2SarVotH9+Gf/+7mi677K320zrr9uN7FmrfOef3yr091i2d0VBAzz+2Oxq7reHVKH9zP7zAdjt8PmaLOWm50NnCzqkq1AxhxPvT7ITCuFe7M1xm2yAAAAAAAAPFThfkXHeUiSpvtDYORcO0yXSNt3NKTf41yzpL9g5KEv8pT0Rq9AnoCcusuXj07ddXhBL99NmmNq1NApkjQtPwuaHhz43s3cnapunm7BJYbAotoG7tM0iFnULFNF/8rg9lQAAAAAADCWhy/cn4Q0sdjJye7u2lqtlkg8Q7n2geOjX1oiD5OUuOrOT7r6dKin7uTh5vOwKSX8k3E61tbZQ8qjMUzQNCOn7t5afYzUfcqyejhTexVHnyEEWXHIuJyTk1ev0NsHh5HCL/vtu5n7W6cUk8t5nWXu404my6wni+5T1Tcs6njnVAZTYlbnZ8ODvqMBAAAAAAD/TQ9fuF/CcYpSq2tKri3LESrTDEtxo7rKJ+DiWnSKkOfMzBIVfQT1kE/kjPL2Unc1ef8K08eUpEXzY7C6emhnC8vKL3Db5Bpo6Jcz9wz6NCCmfOXj0miGewJtUF1l19Bjmcsud9ieCgAAAAAAxvATC3eLxWYzGpck/yevyfFKYLKE88K09mHmj8Mytbg6n58gHr+LO3R8stsxVdsMMftnrbNEHp253ONPmXHZ0Fx3JXWv+EtzttDdY+FxW3mXRp3uhHfj6Cx/661HMlmtZjJ/XvwRyQ9k7q1AExMcDSVzx0NbNQFjHEuuxeRu9B8sqmrnuu9o2uXFm8cBAAAAAABw008s3K+sciU2bKqjpu9u8n5gCrI8lx912bgWjc9NchyOoS7yDumZbMpMP3XfY5aMg03qt3n0AfnZa8PckAmORiNBvERbXW0DmTtHKVPbe5m7SHrRV14y9huvTJZherPvYXsqAAAAAAAYwy8p3Bdcx3MzrXDFsZNqN5fjca3j8/rSSTm2WNT4cN1k60+HsMW2WgFHQljORQVTsMR75Bk2oy7qK4of0juprDW+19lMio/vqfqLW62E00oI1RNj6Na9sLGYSpWdrgun/Lmh38TvEv3tOKa1H9rkdwQufmM5h6lahwbeX8Vm9972Cvf98MzNwwAAAAAAALjplxTufS5ujkzTWsasVKyzRMIUJAuTNqYPZ8HLLK2NomOtxAG9SdlGXTAoaawqA2q0KpJ6fM/jcKqkVNsCe3L7hxznRJl7juC5q9o/RjoGMvdjtIbVSoQ5jpuRo/te4Q7bUwEAAAAAwBh+aeE+7yrwW5I/vP0i0WbicUJwrAXZCH8m2lxu/MnYrenDWAyxOclf2XEux4mUfYM9PONCvnGP9MS+hnfaWaug/cDyxfk7PwMwiEeB7eY+1lxvibf2qLpc3u3lXM7cIOcvM3eR/6xk7nM++ROAN5v2nNlciZRtbD2KmZvyXidUuJu33ff36AAAAAAAAPBrC/c+t4Yn101ONGZFRjAqetfoGb+75W4+rkQfKMfmGDtbnuRInlQpqfs7U0Rz92VTOKd0ultVAc2tdpl5zbY2o2TuVwd0M3c/KQ+A1+EN9JlAVhvEz9ReLEN0P3jAsJQxefMoAAAAAAAArlMK98duN/4gDStjyp97eLb1ubKykxKa8b3mO/sntP80uSguzP/YUPO860jqVF60hez+3ov1v8qUTTPugR4+HX4nmKe/OTYjMdtdYf2UwbXVSgnTOe323PHNoNx3vv6xqWTuq75+HC/ya0IcMwWPUeauMxyG/5zOChuLR2THajZ3VzBhmLME21MBAAAAAMAISuG+ZTyiqFGP/Al83DGrNyV6yXtWa1KfDJvYMimRbKG5LTKBbk1y4BybUIbCO+jkPTepuo0SkcNeEsLtoPwpblcy99bAWPgki7YzoWkycuYuT3OX96ae/HbKdBtlZHGT/+ZBAAAAAAAAXKcU7tKXPyKRhYVQ6Pw8n8dxi+XJg2w3Hcm9miRn/PaUsLyfNWey36ppqVwIzfvyBt2jMdvTh1k9ZcPVZ/s568t6oFN+c46OG3VJV5KspJpZK/YqcFgM4XdF9XjyS6ptnc3Vv7zP568/T8PTj/a42ZzrLLkuu2UK5LY5g20vvdE9QS+4VY9jTKBhOL54dlm4E9uff+TlAgAAAACA/wOlcP+9V0ASKpVe31LzlEvzayr3ngUqov6kbCaVh6wwJj85UXv6ME81ZX0Fpdvy4PUKyY96eJ8BP1XLK01nidfqwp2PmsJdKjlGz+nVN1uMnuJfabl3PTiQuZ/QAvpOh5O/I5J+9P+qsUwFLwt3tEcVf3r9GAAAAP+yd78vacRxHMAf5ZPzTrgHN7w70QeHICgkahiFjFiCCAuHiO3BVhCCPXBgjBI8SfdgjootEEbQg7KiCIYPWk9ika0NF2s/jj3pD9gfsL9g7HvqyvxZro1tvF+PMs+v1z363LvPfb4AAHBRuXB/ubWVTAYC4+P5/Pv30jQTni0OTiiK2vn+R9L34M09/k3OrVeD94D2cNUff5xxKgpF1U9uuTzz2OzI+ynXljwjn9JxJniboi7zh9gje/zyg61erZybDgdT5ubzZYyRwdCtZFIjv//sdF48R3PEl06Qyt1bk7nvptdI5v7B5iSZe/Z4mvz88rGluB5Qu3KqhXtQafwWAAAAAIBz5cL9HvOY46xWUawJgTV5OsTe4V6R5zsv+XjnrzJQGcbH5qrDVmTxGffFlO30oXbUBRdENe0e0E5x8cYxMM15hO1yRK7Vz1taj4OP8OvkmBlRNJnq30qz6jz5i5m7OsF9upy532PdZKLMNyFsVefNVCSbDYYHAAAAADhXLtyjx2Ge93pzuc3NBw8SiWSyt9fhEPM5//z003Cs6JwIKsOeVMRsN/7OXmxjxHn8NO2d6j9UO97l07XpncVYMOjxmLtsmykvmKMTJMaXXdM7xZsej/0SNyGpscfpZ4mkI1l48nFWibSYLxNh4oeHA4HTU5ut/vx8aVc5c3eetcnvfnbPBGRvbJBcv+jn5QGH7I+GS6tLSz8L94Xthi8AAAAAAKhRP8ddEO7pfJyXfU5XRr1U9NN+dp236IQ2w1aujdkU4+bKQTmJyvX97FuLpdNH2qF0YbavEuKzc7qTTodXOHWf6U3ykU2aF1rtjmQwxfSH6pMBTMM0R185c2e5n2G8vTzBXav3ketnoI7IRJlReke4fzbJfUbsq18CAAAAAKAWCvemULgDAAAAwN+l3c6pinCi47l5dplWy9AKrV6kWe6p5WbLevaaGCmFWbEuk4np6rdqrVaG6X6TKINwk/tcXspB0411dnNDDKvXko8cSEyLGTc3qEGrVT0/lq1/y8aok+Td7L3q68quqaPiNlkqZRoh701yHFc6u66Hv9bODwAAAAD/OxTuLaFwBwAAAIC/R7vCvZZHmLVscyVrvlzLVozSt6QRZu8qe5NendkSliR9Zca7xmpdYZxdz5g3M9vigbqMXn+5uwADZeMekeNntDlLtNVBPK8uKYpC3XnVl+7qrqkOzSTZNbWnx8TdIu+tmY70G9VrKUsjDSsDAAAAAJxB4d4GCncAAAAA+FtctnCvRTY65e+wflotTCu0dE7aYXZ/Y7uHySRJP+fMH4gLfLTL6fJ2nY6my6es5bgg1Xm6JSUclf9Q9WnS88HsF5hM6o2FVnusu3hONkad1H5euk/oWPJ6klOftd0jG8XKol9XrvqJJe2nhnUBAAAAAM6gcO8AhTsAAAAA/A26KdyNdnMk5RlWghNDi+H4eulFvt/hkOXx8cPDh/0hll+JkX2TOi1yRQZDKjU2Viz61vOn8kwyuVGg++LvMsErj6e02xWlWPT7l5b29w+m3qYzwfadNzeMESX6ca6wRTZkcvNNB1MaDNlsPr+0lEjE30Vqf2/ei7/WzPTm0pWxkEb7bHxV49i3xjI9t2/65MCMa0fKV29/ljaObc0WBwAAAABQdVO4n0uZdAwveelqFE446GVuwWIRhE4f7YogfOTd4kz5m1zinW5zd0Fg1exbI2tfsEOXaJkPWu6Q0etkqjvXYiANRVVi/HW+tnDv6blXl7kPMWpv+3PSMB8RtskU90LNtRtn7jcuDAAAAABQ8WuF+12D3UylUooykVk8jvtKT05dDsf+/tZWoeB2e73v3p2cdFVZt2I0RiJjYyckd3eT3L2X5O59ofixM9K59r7AaPR4isVS6VAr9xYK8yR1bx/cG81K9n6JlOb7G27vibPxgBs3FKVUkjXJ5Hx6InLef3Oeuceqr3f9ec13lzcbNEZHPpBbh/zKXLVwn6FDjQsDAAAAAFT8WuF+zmy6x3yU5itTW1R6vdXK87q6tu9rMUZy9z6xPOBdI9I7TKab/VwFQZIOtUtkCT9J3TudpYGalVbVfyjol3VDzQ+RJPWM/KxwoXH+Z+b+qvr6FesmQ2pCpmBPlldL9gPmzs/CHbunAgAAAEBr11W4k0Zvs1ltQ59whpn19dVVvT4QSCYTiYcPb4V2RvZiwzVB9C9Sc3fPWLQYV3N3hzye0Oe82yR3v1L5bjSmUtnMjlSQ1dSdTUfbpu43bphTzkX+VD8wkFgbOYo02ZAplXoa3ySLPe8bbJK5P6pm7mbPcd619GB1IUJFiqS/3TG5WlLvCNTKfTP7WwdrAgAAAMC/7NoK9zN2nY3nrdafo9c1mjz9Vgpbhqkr9rN0oghHZ7n7a+tIN7l7hIpzD8qpex+r65i6p0xh0UWOLUg8dbGVveqY2SSLHYjOC39qJXOfPMvcbWRITVK8Q3ZQHSL97Q79V8lfvVDYPRUAAAAAWrr+wt1IeYLBTObkJBxeWPD78+KotlCYmnK7n3g5333boHLl+ro5g/12cCi6F15n1zZGx139dN+8b7d4pWk2RqMgxGxzbKJ3a3TyZdo31PbcDObh6OKcv1dbOPB/M2UaDxge3mWmNvbl5b7FwfO7gNQwc+e1Rh695as8ohq859vYkp+92e1J2eK9AcemFOoNlAv3cd9K46IAAAAAAKrrL9zPCILFIkmrtKMaKLtEP7vNdO4nvxKSu3PP9b1k+YD2JeuzNHlytL1K6j5wydQ9yEtkGAyJyXUnzd7Omtb0A2RYDWOq7aW5mLkbqCMyokZv3e4xCPfLk2VC2sr/DbB7KgAAAAC09BsLd7vd4xkcNJlmZ5/y6bnn7s2NjVFX/9pLayjtO7JllCZ94ldnsI8J0ZP7jz/7p7Tjo5tTz0NvVnQK1elj5yqp+/rcFDk7NXXXtT0vQzB7HBf7HclJ98pjc8ORZrMu5nYFBl7TH22ps9+qmbubZO4fGHWe+w1j9mhOExjvYxbtWdIm4yi46Gflwt3R/6h+QQAAAAD4wd79vKSWhnEAX1035xechXHOUXQhguCBkVSOdAgRFQ5CoojoLI5XCEEXXvAy2ECJ1cLCwgmCGHBRTWEI0aLcDIJT98o16s7tcmcxf0B/wPwJ855jTmVaVvfexfR8VpWe15Orx6/P+7yg6xsW7tfOqU02aq2pubZGs8tUaYl0c1+lcO+KGDdNl7gS7eNM1RTjJh+64LYUFmMFRrncSVseuC89x6uj1+dM2kGd7inMiebMz+GH5M1jVmV1fvuitqj+VjAGlQQeDYWPqJNlktbu9lQ4PRUAAAAAAAz1XQp3DFO73uVGKVz2Ov9i3qjJ+3rUJJG852sk7zZzRHTL71ZXnCgMP2gdOf1BPm0euZneYPBF0ue5sEvtdV+5N3UfsxWMfNn/w+yBa1Cnu8GQTi87kxOM60vi+uNDwWdBmTv+U5lX5sbozcWwF/22blyK8Gi/a+itY3dPqdwn3vBweioAAAAAABjouxTuPaKRZMu0Tm1JR0EzQ9BBssg9oq/lfnaLRGfUpWd1yySF5rY8Ck/+pn4nIDyYukfYIGpLnxjW6T5Px9EyZfbmRtnumalesjsEXiT9SuaORsJ3J8swzHH3LSGHHM0KAAAAAABeuu9auKcK3JJb/v20kpv3rwt/MzWHTqgGzualUkK220YOyIfBIgtyorLjr7qYZE2oLs+X1uyPmDLjE5sl2usKHTi2AtqS55770S+l65LLNbdXDTQatjsbWtNy2TurcWwHS9dbZQuoVr/UMIJWVjJ3s0gKDg3u1doif5o0v87hLWXOJOq/8fv7FwMAAAAAAEDxXQv3nkmOJ8P0NoOr1SqOkvfw4wPywfSYm8yjSekKB7067JjTwcxYSSvgM2rqnr13LLyBSxPbaqe7CRvwjQGp/Qk96KS7AyC7epl7928yOkF1AndiU8YO+uvM1Ymz4wRxdzEAAAAAAACuCvesfG5/9BzFZ7ClImIaJe+lXNjvFf7ae+N4iwLy9k6usZZ+5uGhY/pJ0c3HchdbJ8ldR6YamJf49KhhvkEveiylspq6W/1fLAtDLxxL+fjEciCEt1rlcuROrM95gv6kJu5o19O23mFMBTEnMChzz6uZ+1R2h9mbYVbfFdzebc3Ewa5auE/E45OP3FgLAAAAAABeBrVw3yQbFPXQM78BjCuSQfpIHQejNKY7TZLlZkj9ZCluzeRF09JRhs0IbOwxYb4NO1VT9xDu1PL3pu4ptdNdwzBGZcpjH55UUv8T69qNJZpqB76gZu56TDmGFSdMr6a1H9A8me4kd4Tj7i4GAAAAAACAWrivC0S1+uFDuy1JjQbPL9inJsceuvBr0Kc+ix55rbEZvFh2njiSx62TjeoHU73Dn0eeFTwbUq/d1Olmef/EMZfcFpbLJYt9xCi/l7q38J90635WHQMzmNrpzjBzc1arxdL/oE8sBWuhXSYalv/L3CNyEGXuu9VgpIC+GVjaLIdCccFS9HSSyRmlP0eVSPQvBQAAAAAAwFXhrjRkIzhOECZTjuUpkesVm9+Fz8izYevJVematNIsaRyxzr5PxPLFqpxZqtH8TIcHD4AZrJu6j2vGcS/rvud5Bs6tU2a6a7Tauw+KRgIF94wu1pe5z+BRo9JbUzCS6NzUGprmfn41U0bFsneXAgAAAAAAQC3cD+nlxcVMxoUcHW05P9Ll/E6wQyaa2aJ9OqX/5um72Se6s7FKcJ72HuniB66M09u+YDeba3ZRP2J7+iCYXY79mfcvXuK7GYFeYStu42jLGfQLxXo4kDkYdznL7Kn985DnjWGvK5XFRXS00iJJYtjt96ngY/OX+F7cX0//V7rbm/lMbVyX7/iwVzafHN3Q4Isr07Lp7Lpwj0bvvg4AAAAAAABq4b5A8VotTRME3p3zotomonRY26Qi2HdL36eodyYatX4rxhkX3bbwg04nfQw959auMMrWzwnmLVsafblJjlRb0nFm35K+74larXK7BMHd+ZZCNJ6hkfWMrnNjLHwTTZPpZe4+MoyuzFAUFbt+2xmmbxUAAAAAAAAQtXD3TYvFYrNJkpIUDvvpdadw5Ki5XJ8ywmKUvgivShXSwhfdS9OP2OT5FKlpD9+ssGGT15lp7R5nfot+DO/EEm73oJGLozFgkeLvbDC67nLgu05rUGo2fb6HLlKYMU+TzTtru3grekHy00N77ovFdhvHa7VwOG033Hqk4DuVNuLxeCCc9fXeuYXYRXx2/OR9TG94ZfbEMg7N8cqq/Q9X99OK8kEBH+3+AAAAAADAy9I/xx3DZGqTnTdtEXvqMaKKOfwT8Y9plbVQU8OW+ZoMmEiy9PrVoJWQNcqyzx21MmmpWLfQYr/ixzQ9aAjMYBjHEjV0WZwwUfeMyzQaGUapuEuW/g82Niysm0UDaiRjrxhXpskwmjmmrE66sdNOdZq7qN7dldHvDwAAAAAAvBz9hbteH5l2u3n+HZmTDsMrtBWl729R7/vJ0YYzSs8HJbYUWysapz8/ZsTi44zpCx53syGttv2LQvzY9dbpzOcrFZ5/ehRttqdjZL69+AuezGTabZL0jHQwkw07R+Mqt+LHtW16p5ke1iDv80lSJjM+bo02moVbOwIMer6+FZ8bd+YTV5m7Qe+p++N7OFHn0XK+2Go8Of6JJMnc+H9zZSqVwS8DAAAAAABesvtOTjVjaarDvjetEzX1OFG1k4PZtq5oScrDPWte4yj0Rln7/upIUY1OZzI9L4o2cAvai26MTxAk+dDTe6YpCUXkyjGsm8M/q2AYTSsLB2iub4tqL3PP92Xus7owWs6AFVFLf9J6hi1cT3Kn6bsvAAAAAAAAXrr7Cne9bdr+RzbRYKX37Y+B9eovGQdTc7y9XPT6w8HcZiPBFz1Lkc9m27AFnufHiGg53Tlc3hcEhnE4qtVgsNGgZDFyu5N8VGOTry2x9pkgJJMul9+fSCwtmUcYmDNpX9tZEVozB8JZJ+GZHvwkm63TEdCxTdtCKRYp3NykqredhgkGDzmlbKH7Phlsf1ysz+DM8lr61ZjNXl7XhC630tlf1LmSio2N0WbfAAAAAACAl+S+wv2mSS5NVbQfrIQuflVfzuA1IqqtW4rckztYRjGGfSZJq7U77wbH9+nGnU7yxzCTZHf0OsOwbKQvHh9GJNt4CP3Db9HQ9aFIsob/qmnpssbbZbcNy1kZNBL+OnNPcXW0HGM9RD+bjR10M7Msq833Cnccf/peXAAAAAAA8H81auGempy2U5ZOXdoxnQWqG8Jly4Xmzhx5P5YPc/Wr7P21+Tkl9TC2lCzX6+32xobDsbf3i9Auk40stSSOEpffpZflnZ1q1eFIJpeXNzt/uCfNDy/jkzv+QMYRinv9CWpqSFUty/7omyTDHEoe8Wbprrfx9XXHbqgatIgF9S+2yd+jwszu5b5bfKWPZLcdmhBdbtTnQt3CPRRK3zt/EgAAAAAAvESjFu43TVNNUjL9Q7iuIuIJ/ICwanOWNU6ZTv6tWCw0zTDKpJs5vGrNkeLT58tTVLclfQ73mzwjHRKrx861XnTFOFOlhu5rXTJu6WbQoizZ/x1ERx0J7yV7lxaMEsrcD0yb6OcIW0bTblrcjfNT4fRUAAAAAADQ7ymF+6Q9La81/pTCZ8to6Mw2yt5rLp13v5zPsY0Yn/UsTE19gy7tdLrTmZ8PWDOt473M5b5fqqw9NXe32zudQCCT2cM3qqu5rByZeqh4N9jsllxgMY7648NfKM/grxZeR1bDGQceWvY33bf7/uUO7UhqLv3kVeZujjSqnzR4tSz6XqWybHwvdPyOXLb2CveVlUHLAwAAAACAl+wphfu1gpEiWZOf6G2s/BXfI6paiaK+WZf2kvHQ9Jeau2s0gpq7P/EjAsdptW9QU7oyCmaNGuV2Uxyv/qNJ6/ywrxZS2AX9g7KkSex7pNmXuYukH/3eInn0s4fY1owT1uvzU+H01H/Zu9+XNOI4DuCP5pPTO7gHyp0X+eA4EBQUNWyJRExhCBuGiNuDtiAO7EGBMUrwYtqDOdpYQjCEPchVJHvig9aTUbRaUTHX5vakP2B/wP6Cse/5Y2VdMzcb+/F+PVPPy3r09t3nPgcAAAAAp/1acKd8cXts4dNkcMawuL25WeJKK8LLvV2ez+XKZbc7EpGkVl12m0Z8hwvvot65Tc+wMurdHVzLlTPmgHy77d69ol7z2iNsplyFnk/8/YEbLSdvpEr/5JcJj6vojd5ZH9HcLyNJL64vbip9htCdONX0mYauX0sqOu/geqDWuUfsSyu3dNzgE7KTx/2I7VOEmfUnqVQtuC8vUy0/DQAAAAD8X34tuB+TLEP0obhLuuPvrTHL8rzl1IqVDrlrfsP3CLXN59u2m3Tm53p3mTqghWp9LxjoC7XufmuCWyZD/ePGc8fQD8h2mT6dR7h/Kns3Oveh+mOLcY88XrSQC1TNQ2SLu964c/zXY5hL2rEJAAAAAH+pTgV3py9jf7XATz6amVlc9HiSSY+np2d2dn9/7H58wDdyw9/Vfil+vkBl7M5OsFDt3Se8wUH653p3SWLsbHR7s5jqFXZ4e9kcaJX/qaFY6NlKybG1NxmPa88DMfZ5Q9E17lmw35VOnq7RudP1zt1NLyWHdb10rkuqxEfJxPte9GGoEdxjMVnr3AAAAADw3+pUcD/WZSnzPMvWtqWrnht2jDFroPPDH5Vq714bL1F79/6f690P6HmDepJlznhmHcxZ3VSmWpVPCU+ZsvYhWcs85yLbZWhLLaI31Dp37/fO3c32kPK+QPbgy/wSeaVoPWz8zVj20m9MCwAAAAB/lUsI7tk4TafT8/Mcl0ymUi7Xx7ndyYXD/kyk4veTmffO5Xf/3Vf02/mJ8eWUY2q0kE5YMyN+Smr7vqr2g2C0N+lyDZdmE/GIv6kmP6tb9vHp8XGXcuSNWaenTRolvy8bnEuFw8rjHFl6c+L5sfSMY0r3OZGrPzvyITQ1pbzs95koOhEO64r0J6U2/qMLhQJt/vcAAAAAAP5tnQ/u31EUwxiNzwzF6u4WHRn7DrEv6AFzh6e3/eY7fKjeu4+y163uVm/QYmHYeus+SZ9eCHNWlzleHUdXRKP2uIxE7diGyQFk/2PT882dezd1X/DoFIGl5CsBW4GU+C9FsdG5Zy54V1cAAAAA+D9cYnCX5f5+MjQT/TxR2kqlHI6V9z2h1UTutS9SCUzLUleHqvfpuzn6Ua1375sI7RwypNmXnW2e3N0/GD3acjiGS8HE65at+9W7A9FrxWJe//ZDJqO1090p80EP+SLwMFH2n3y5uXPvluM92/nwUcg8ciUQfJh3HW2LYr72LUdXjiC4AwAAAMCxSwzux7KWJ/wjViCD36plzmAb5O2nBsB/kdq7Rzk9Ob1L/5J9zPxE7+6zrLK3yAmGL9S6SzRPVsHk9XqrVfsA2nhPbdfZxkR7zTrrberc7XqHLsmmr5ioDDmdIop69XcglnhcngoAAAAAx35LcPdl1+jV9LzXM14sKsrWylxhd+lNbiByt3PNu9q7z3qPtorK19Tn0IcYEwlQUntbZiLZF+nF8aJj+UKtu3RwOLHp0CvK4WEgoDXpvs4vFh3556FXFfnEy2Pp+abOfah3WZcKPZIpObvC6ZRgcGurFtw/PEZwBwAAAIBjvyW4N1TM6/SqOFMfSA/rR20iv25pvcnlwgIWWnxW7d0VrmBcM7e9mqVifsF66q174yan5zFRZra6v9Fm0550t9MF/ZSu12Bt2nYz1NS5S5Z98ijF71c3y5ACn2VrwX1TqGidEwAAAAD+UwjuTRDcAQAAAODP9FuDe4OT6rdeF3sEdaJcHUoftc3S9vZT9nlGmEP2qT6sBmJhns5RGleP/oi/Ht71HNsyvDsZhuPIoedMukcsbzmHjhMWmr6d1KK7jdwztXoMP0sebVmyVyrqqhpBaEy55y7nrrMAAAAA8FdCcD8DwR0AAAAA/jzV4P5OTPM8w2gPfFyiLmrAyovX6gFe4Z6zg+3n7PP46Ju27eqJk+wg0yqBn6KGd3Xluhrem9fCnEFRteXrNptPY/W6kxokk0Fh/eSZ6D6lN9Sju5tM3OT1E9S0eagR2lV7Ykf37gAAAADAXw3BXROCOwAAAAD8WarBfaKRFfV6g+Edu2q0Mz5zR7Y0XkwX5bY+Ea9x6s1GSYAXDOLjdpO2Ntkc59PcMjmpi5swJsyRVm84iTLT1fCucLZW4b02MKPoH1jPfutwUgvVyZtrTXM3anTvq0f3bsotbOpchii5QJU/Du6Kvq2PCwAAAAD/NAT3cyG4AwAAAMCfoxrcIyPuWCyREMW5OY8n5djYSCZLpXv35qODN5/sM+Ub8iWHeJOpS5Knb0Tcr62J1ZBhmNzWKJm8txmc3Y9Ffmkpoqm7W5YjmRgfMqT0GxslT3BybKzVmxpM3ZLf/ToRetnnGH4fNZZ/cDdVpzOb3dtL5YvFh0Gz3DwwYzJJ/oW9bV14+Bpf/v6s5LcWtvNTve8i5JpcU9fYG8XhusXTsnx01Aju+fzaWIfGhgAAAADgr1ffKkO2o9C00WgwcFzf98pXMATF63yOiTTtIb9Esrmf5tl5vaP648O2KH/YXkmujWJi5KRK9ZQPtde/nEdt3dUVMLcMIuP+4YFk0l39CQXNSfc18SV5bcZ4/8RzjE3t3Atmdfa9y2Inn09v5K9cEYTjzv1Qo8AHAAAAgP9TYx2k0ylJFFWpRCIjI+uxF4m0aHje60kpqVQxWeJGvbboKn8wFs92bGejFlM3+RR+fySbW1vafS6Ew6lUacVbuHnz4jW5JqfTX8nEE0tHnnC4WPR6eT5ywe8Daus+ELv5vNeVSo5GV7Pnvs1kmp5ejwklJbw496p8Om87p8cSBZ1r42n6+BehfHeOuLxS2JHJ0V3T/KpOt9FbLlutx8H9y+6l/rkBAOAbe/fz0sgZxgH8UJrL/II5jMxMhswhpKRNwJCZkKkiNiSBENAaQkhaiKZIIDlYUEQXzGIiRUMUKwhS2EPUlYiw5GD2Ipbd9Qe7YdNdpT30D/AP6J/QdybGZN2kiTFb2t3nc3LXmXeip8fvPO/zAgDA/0izOe4V6pRcYx4RCmu/riBj7BWxyrwyR3t5zGlrJnGRO1SHmiMD7DOj8W4xeTMG7JI8QJ3kCMsyDM+3u6FuhOIIRUvdvddjYFqoUFfofUWRLVPvj+dxkW60RJI+vvkfAVvUy6ihn9bG6JjIafURFFIv3P00FO4AAAAAAKCqWeFeS98nUPy+gdL385cOp7y/8Gts/8GLH2edodW079XRP7V835sgxOOXE5nhN5x/k32RSu3vz856veVyMNh1tz1qNTdN8Bthv39hAXW7F9PpSsXW7iaNwYZdilrqbn9xlc6rTenN2WzSSnY7NfDgQZobufU9wVR540+l+pfSZLz6WNTYL4X/ZOcXHAE1czdN+h26gauroaGXL2uFe39/5lbDPAAAAAAA+FS1OzlVpMLkodFNFPD562qyQLjpABf+55bvXujDPOandIh9UX2uxUKS/D1n3Qjic5quzkqnaYrqrHBX1VL3B/So1pTeQhx7bVFPbKWZ9xN9yUzjdpS5528G1RtuMvc4+tcQmuY+wLK1sfBVmSYN8wAAAAAA4FPUrnCPYx4PP5gRK9Gj8BsuTW86d3aVCCs/S5aWNr1zvvy49Z/7R+7BIAxdSpnK8+XlXE6vj8UUpVT6y5snM4Pdbpb9zvRQkqzWQECWI5Fk0h8KWz2mTkpjG8aL5sDLvb2IvJ0lN0wtNo0aDJnMWoDtL876vZXLdz+laahCPulfiOzQB6br7xgeLub7UynlbE39fmJKlu32szOXq7+6OxfJh9WaHgAAAAAAgHaFe90Qn6DWmVULcX3QqU63oN+iL7jT3oxcb00QRY4jiOozn+nTTFTstnDXYBhJVme3FNkD8rLjTBsdxYpGwg/gM8yyFpG3UCYL+IBO1m/wtwN9jziHMvcFfaAhc7eiEToxixd93adNc0cvFjCsfn7qYw4KdwAAAAAAoOq8cBdscSzISxkxUVkMc49ztGNL/6eWve8uObw538H4sZhpt0g3vjOZgkFR3NgIBByOwl5hdnfXH1rLW5+/vwW0IwaDx5NIcJzDEbMryiOHLy/dCsebM3kmK+NormRs9pnDbW0558bjMZe35Vhqd/v0+btD6AXTMJnd208lGzL3CfKwPxWTfQdq/h5eR/uAYxsbh2jCTNWOs8PxNwAAAAAA4CPXeeHeaJJCpTtt0aPjQjUpvZPOcXmqfsBQ76lBOU2/wH/RovKskTTfa+QKRdG02pGSwr1G13vheCuTjBdF5AN4gRxvfdEEn9Wn0MI+8+2q2yOeoeNhGzN3k0iiBVN0Gn0tiBvqL5NEaoV7kYXCHQAAAAAAqLor3G2YB4XvLpS9m7m13Gste38hKyh73/Ku+qat1sHe972rQbkkRaPcWtb/B/tjUZnZ3gz4Nm6l2h3DMEkqh3O0UmSLpVLaR4mdHHZk41espJ8YSCkn3lyrFwzoHNXEIV0cKMx4fRVT43ZawSRN+WS2IXP/zjSYN+rmIzMowv/ONJnL6XS7uy7X3l71HCy73drR5wIAAAAAAB+77gr3uhEKle60H01HqZrX79CrJCmK7W7s2pT5zPiHNmE+hW/Sy++l2ncwwU8zz7SjYh10uMnw9WYMmGj0az/o1j+9YCCZWXSRk566deqsgIXRe4rGzB2jOHRlTIvw4xz6Gsd5vn6AbaefCwAAAAAAfNzuW7jbRoIrmejikZnMB86yIadTr5cVp9NiOT/3+czmRCJu63TzZ4cug+LwcXl6NOv+Uy7Ipa3fzkcPzNGgrYtBkab4iuuonPPKLCs7H8093oh2kG4L8WFqelRRYsVH7uWnthZNNrzrIDA7VpSzAWqo8ZI+gQ9fsJHYW29tILxhZNib1Y05NxOZz4WVFUWZnz88dLvVqZKq88A9/jIBAAAAAAAfjfsW7nUYZeV+p7PV00nV3JggGMZs9nQ8teVOBsU8s406yXW6MbxkGSUzt5LtOyiThLaQrF8jOzsYVuAT2rmuKfoCa5mHi5QTzb5n9a/4d/8aqGbu83joZoymRzs1dd+s7XdVx+cQhNGofiLVtuWD7PgFAAAAAAD/M70r3A0jE1r2Pr6eDwTc7lKpUNDrt7aeZC/S68tUlA92XVk3E38ouaaO8tPe7M9ygb1yurOHB+XooK2LhwQHrUe+AHGyH3vr9KZfWfm24X1f3GM157yxPfmt12u1Nr8IG9lYfqIUY9t/nSYat9FWM/fYfCHEXGfuwuDwNqHr3/wtOPH556enY2ORiMNRS9wfsFNDhuZPAAAAAAAAn5DeFe416MBTimIYi6U2jbzIhuh1cvhDbLK85E85v35Be8yJJUAOd5u7i9S5JYYW2WNXuURHi5jMr9CZrr/gOMe1vARbIyLojUD6Vh9+LXMnbjL3h8bXaClFXEE9Nrz6e9PrawfVoi73jmfeAAAAAACAj1fvC3c08H1kxOWamnr6dHra63VszzyT5ZJz0/L6/PeDslmUeliG2uL8CnX0ZjqX3WEL7IxzM3t2YE50MWcGG0lMvZnedBb3Z3aeeA/MUtvU3RCUyqfuTRzf2Xn8WJKaXiIkrAG3PP92i3na2O+iZu6HJ7Pz+zeZu23Y6tyZj728sNni8XRaneZe25yq0zHjD5utDgAAAAAAPikfoHCv43mSPDOWrtPjFE5Y0sxx76ekDPHjN7m7YmHMTavo9i75UVpGbelj+BMm2lHqjjEX1XicolpdcsycoE+1bXy3n0bAjiwnaBx8PXMfov26AfZntWXebL6p2TU5DranAgAAAACAD1q4YxhK3q3L62ujXnp76a0yk3QuhejAaJ48WsxM9qx1xoRJw+V1Zu43RzJSUIjQnG/9mJLunLvHscXj6dHQUgF/u+QNLB+7sHbvBmyL1kBAUSIRmj4+FoRmu3ClRSak2JVSjkwI9Vb1PmEwfJhU7IU5zlON003hfGQPL6yvo1skRWks3LdCqIMGAAAAAAB84j5o4V5XoXyMmyji1QYQhVhlwtRIu5vuZoi3crQ+gpa34zP0Y3Oi3Q3NmLAyow6DUUewk3z7dwMGnrdY1B+JprEW43MS5k20YIFYvxXiR2lHQ+beh0loHo+dINR/VJes2WM/5IG0AAAAAADg/+FfKtyDk88XwyTnmzt3O5KKouws+en0KEeWrRWpceTKPZiwweHj9TWUu+8W5CQROke5e/Q6z+6YIGQW10dfuxVcTrrnuLapex+GhcOhEI4nk6OjFVez/ppLaTngjBQLfp/V0/iSIXh80Ji5Cx5fwD5WKKhDakjSbv/lpnBP4eOT7bJ/AAAAAADwsfuXCveaQZHkaIuiZdo6FEOHjFy3LenNYVruzqLF51Hu/vtND/kd2DCKdLP9aIlkR6k7akpn0QPRfBmyeffPEH+B3gTg7Jn47ph46Z3M3cBHcTS83WhUW4xwvF6463Rc7/cFAAAAAACA/xmtcL9jLH0PDz2u4eNw3heY+83tTOr1VyVHKIeS9/HFxGRPkneblrv75v5aOtkrJLfPL7jlxQR2p3Z6g8C7wtyqO4kXtNR9uN3tkuTzLS3Z7Y/ceXKiScOMCds4oJMFnJgjXY2l+9BN5q7+6H3Y5Nxrna5UcrkEgabVPxxqYHsqAAAA8B/zw5ff3vj+q58+69r333xRX+nbr9s9F/zN3rl9NXFFcXiVrOaB3JYJDmTCJQgkBMPSYAIJhoABIhGRggGx0gCViygECRZQLgJtWihYBIOiCEJEg9qWilitusQbCFWxWX1p3/0D+sBzV8+ZSAgQSLhZlfO9MU7OnIkve778Zu91DVG4L0NLrxAQSKenMmlsa6t3YN6xVsYqmvd8jg5rYsPG7NvYJqyV49pA1Flo6Uxid4eZOMfpIwWFgmHwRky0Qo6jPpIiSgbzMMjep9OVs45PO3fr26c+3Da4CJ0OJf6AXeEezlzF7waBQCAQCMTKObDlpq32Lt/0u/uyKQ64b1fGb3R2XcS6hijcW+lP791jMJRKjaa21lkD81UhX9GgzRpX16sSL0oPS8re0OKYqWp6RmidUl67JD3uGJGiQdBarxKeG5E8lsS90rfeq5Pn2nV1cQG59rv6dKksRyZ9padrG3iLpsxFIoFAKBzMkcnU1wsb5yfdfUQx46Omr1JMqkllrt1xxfgtyeMUibq1FmZhPtdwTSYyeXS0traw8A17ppO797lChy1rEAgEAoFArBWRIZB9Bw5MTU1tMRiCCYqLf3xLQUFP0jTXrkbsXDbXfG3rALqm1/+xOC+PuOR9QxTYwdTUgUN8YkeotF/PEIX7V+RKb2+hEMMEAi7XlQbmqwaFU0dPBuYdynEyeT8w773LiaU7ppY7EZhOhZmTGm8jfYKS7+wDc1HSR4k2NRJXrDuX2wca1tdQk3HH14nBw8FSX2OCWUetzp2YmQrIx3EYludyP/1UJUyxFe411FDKO3meQiAQCAQC8ZaNhAEPjoUyvcfDw43A3/+Td0UCq5O45E6PMcLM/76pmNjRZmcbR3zEEIW7cWTEZBoejotrbk5OHqcL7ukYhUrNnnzemmtenkKsFQDz3pIYbnrNlryWxjUl/3k7i6Ft5PBWbN55mpjbk6P/nBuWsNllqtHWcW2MZknd3TVaer/q4un9Lll3jUbd/7VpgJrYlBWa7eB3C7mu/5ykciTulrbRzv0D584eSLminiSO+eh0EklKil7v43NdfaVy+gXVypTxBtRXBoFAIBCItUIETDYfuPUtUdCs55WXA+N9ljDg7RegTA/r7DwG6OwcGtoNSPBn2XD7O2gOYQcveCzGhbkfCAo6c6bUtuClSwnwGruP3SgtZYGLlnbuJcx8xNUfiB25Ez6+nPDx96N+hjK+uxuqeGc3ifgIIAr3ycBRGg3OALUy4m0UpmKhDDHnnVWL+ZxHeKpwmAot83YqW8jEn3JW6YVMheA7YLUJcc0cFeicnT6XXAZOg/OQoHV3GpUfx82gHYyJlsV19NQhFjCp28BCvbPedm0QSsnnqWXTvwcwmWQym02h5HJG7DrLpNKdXhuBQCAQCMQy+QyY7JOxD917fKFZZ3n96liCgzKd4ERYjy2iXj4rok4ocf7iaZbIOecDvt9UYFvwqscJ61Xchvy9HO8DcJRVCs7Y69sOPxIQABdZ9KKIjwOicGfcfqpWj442NV28aDKVEfZdGFefqtZP0ttCX8Y0NGr2rHGARqQQ6yauJ48yhRdNr83mN9ImlR7PehBTqMleWjR9PrzCR+N4U5zUlDMgPddcn5WlVC5F5ivEoerAt9b9O2fWvU7X8o9kv0zWksxQzj/RUng9/UmNWdqSobW7qXj9aE51yuOMNuux1tYcQFubRtFXts1WuDNPrdJjDAKBQCAQiE9FaSEhO4Cqvglj68Bf/w6D6sCtn9gLzDrrt2+KdidcOgbsd+nfhE8/eNDqyu/c2UUQ3VUcMI1hy4Eds/nsyw2LXtxvzvkAgyHPtuD3VbHWq+y6037Nqugv7CS8/N4zmVDJD10CPt7/BrTxQ3uDoIz3JWLyRDC+GIp4qOEPHdoXkpa25tkJxLvFvo87hcJg4Hh9YB9twCZ7vWmqQDUuWO0xpwtRy63Db9G8iUtvZ48EPhOELj2aPh8/ipx+HUwmhYuyMYzDcfaB2ex5a92PM5OdWfdsTiIN1ttMzNE14rnPQJy/2jvVzrn7UerAziq9w603SqF4g9sXCuM/rbdrCSkVNjhYDoFAIBAIxHI4tMVAOgtUdQSw1kVzXPYXXt+Ao0Ee18C/FwTkAZVt4Hc7W3BNieTtILx83qYumLf3/Zbw8SxHIj7B/wz4pyRw2tlNwaSft7yz7ATi3WBfuPN4SmVWVm/vHxVCo/T0k8MS8+Pjb6TGxJbmU7igTvuysEGeG08Rfb6GT28UuTJrvEL1tfRw2aBZ8jrx1Sl9WxvsdrMUST4fP1526ITqn9OnB82Dg8+fZ2Q0NMQvIXuiUGZUpIOW6/vDmRlt4lyfRX5+iLekVnhLtm4Pf96mrJ33Y0GtvDWRVrNf8iI0xqbu/Xjc5001ORJp3aPPQTKex0tP375dKlVqnjXbwkvkMmkM6iuDQCAQCMSy8YsUbdzH5x+amoqKukkqr+qKHgMu241Vmnmpo+NIQtE3VsN+5oxb0IkLY2NjSbtiYZLcYNi8efOBkC+dLb+m+Ik+A7vYvNkQHAD2VNX1EOxvbOyqNU9DOPihIsDu3R0dl47BsDzU9O1JD6PPVgWDeh82pQEtafjdIV9uFEWicuKDZqHJqdkcLQPHWphSbzDNkyCHTRM2Y3SGmLLGsRkIhTER2EIoctCKnUbDcdhoZaX4cZSBL6xRfqEQdktfCnsYp9hXXLPu4/hh6nbwW0UoZ/7Thg8lA8x1raSmc2eyL34Usb1z53LhHvtxHK+2Fe5kcsa7e+EAgUAgEIiPjm7+TdIu93bfE26/+f9ip6iP+LPcgsKuue+KPQlq3Cne4imX9w8iMB8QAJPu1s439jdn5Tdw1MO3x71rU4DT/D3iPWehwj3eolRO0HF1oCr86+HLr0ckZpnsNO2n56n40zadNkYpztUoKIup55XBU9b16qEiHxk5bn7zprl5fPzlS7FYoVhJ4N3PIu5VG41lZTk5UmlqqlbbKKe47LEVyvF044jZat1zc6EcX4h7Wa/6Sqpl3vqsQs3cnI8PL1RlPH5lazhdZ4vL+PHk9s5dLh8eJpNVzX/2WptkWumNWYXIEAKBQCAQ6whPz40b+fwdIMxuIJ0s74q+6hFxMBMk2I90WA17aeYZN9CsZSyp5/cfy4vvA6fNF62k0Pg/iCRUvAHm23ftgiJ+LyjTOzOhd78ELPzdIx0dLPBXEOh0M5ZUEF1VnkcywFY0O3bwu9PSNoo8XS2EEO8FCxXu9si59+h6LJ1mplZaFThVRmNi1wV1zpubrww/jpjeyvzJKsnZbCZTIFhRYsYKnJUEF6RSVYFKh4NOFyKenkxYdzOGL568t3BaaNWg/ToTt/Znn42WKQXOPY4xM0XV0+bc4SAmsEO4Pz3dvnB3HJpHIBAIBAKxEDweiWQV0fYa+hLrjNuY+8PYANIB/ofm110E/rxAIkUDC38hbC9oTjO7SY4X+JHhhMcP7l0gwP/z4l03EO8brhTu2XJtaAYdq0g30k5fPjxi/so8Mmx8HnjqesY97Utlw9q5dz8LJ/SBut9ovHzZbJZIwsNPndLVccEFeS6LcgdotbdunT5tNufkxCU+zShsyHZZ49eG0gnrXvI8MFS3mHWvtegrhiUDVGNzljJ73jsBheoX5pKtffjt+Nq3Rzyhc99WI5EWFsI/tdrBwW3k+uSZl1PJZKNKPGcZBAKBQCAQ84mMTEvj84FlN+TlRUd7eAQF3bjR0ZGQUFQ0xLoBHPuFqz+Mdf14svjmZn5IpLPFPkxCQqaAh4ftcgp62sc8IoLc3M7cAFH434r8E+52JHxzjNUZtNPDt2BX9Nm8YJIBZuBBBL5748bIj/QL+XhwpXCfQcFRMuhYi9DEtr43WUk1g2GneoHOWex7hXC5GAabrUD6hGq8YaWBbw4Hw9js7cRyt5ek8a3W/Ty1xJl1zwJJ90qyjCZw8E4AF4sDlx6hh9qOeFIa2Y9Bp3mm9c/AwBryILG/aWqo2nnLIBAIBAKBmIMff0dAsXuSW6eXrQm6l1en2zXfO+7BpB38dVqZbuBNkfICzron+Ua4ZbJ2zzLwHXA8q3tBbNf/3j4H4ZSlFe612Y0xE/gtlVBaxh48PlCdc0UiNVakTj59BBqux8dTKKK1yUo1NuK40VhSMjCQkkK7+Kw/9JHcQlmJ5s/OxnGp9DFYTtqnnxRrKBRX91070Sstq86hllT0N4oX63Wjo4fLBiplpvEGC2+u0hfjLwZSyGz97fzpW/DMF19+cr4mMVFBxI+SkwcqrwzaF+4pNaG85d8vAoFAIBAfN55+G0S8tJB93XzD/aou32uZpUeO/PprRwcYc5rAYh2M6CmIjSZFHepep4W7j2hHFCm4PPphwQ+gW31pEVDvu++CALzXr0ePdnR2ZoJJTncKThYbDHz+vn0hITzehg3Ivr+PLK1wn8GHwmFkYM1CGuhLDoHjTn/C1AztarRdXwAOh05vEl4hesxLvJsxncP5pEtAJ2gSwlmtg+wWrIHieto9F/uDWgNawr+mZy12mpzb7F1NTqHWC+ZPT5LTVfAu8JkFfLihYFGy1blTKOHe1hcKZkily+ctg0AgEAgEAvA577OA793H3EptQ0+/gF0R3d1JJD7f2YfXIX48Pik4oMo9ySPC7jt7+72Fhbm7b9qERrG+jyy7cM/XxNzDk1U/SZ8Q7v3fK+yLwL1nZDU0WCwKRX7+CnT4QmRnT0wEqi6X7R+oqTG/flXxtE2sqa3Nn+ezXUar+0MlK6muflySXtHWsEfh6p4teHLZSHXOYJm+1WIRLZja0TTeMsqqq2taJgtreXOMvmaifmDr+cH+VsX0w4dPI0MmO38+MTEfPPrk5zf1bZsegvWW5l5Hb7oiEAgEArGOAaJ9Ay8NePYpQ1W071Xg2Tusnr3o0okT7e3R0VFR3Sj+MZ/PRd1RN4OLox+2+0aEsY4VJSQkwDbwXl5HvYaG9u719X348ORJmHsPAeNXebzISFeTCYi1ZbmF+ww+FA3jAVYvpEFfDKj0NjGZq9N4fQF0gmeBb9hwPukVdlNgqwOfvQSyOXqsBLRdJ5PDmW0uK3xPigarIG7Wm8FY7MQH2BNwWl/gg3lJd41ATd0K2sKrbUegcwfvDuA4/KORK7ONr7UCGsPPWQKBQCAQiHVO2pb7m3Z5BPnffeuLj7JKPa6CtHaUsw8iZrFhy8+kYPc7vtfs3w345JNf0dsB7xkrL9z98vfE6HC1qqmsDIbQqwfeDCcm9ve3gWbnFhBE5811zStHq/szOU5qfgxUudn4Qj35UmNRUJbr3S3Z3+FSIPG3bZMmTrbJLbUuJck98zU4VlKyNeevvzIyLJaF+8uE4n3Ha7Z//WJcvMdn9kkW3aTs+PmcxFR75y6RgNFL/TA6L28cNs8u3GWme2s5tBaBQCAQiA8HGGmHifapvPKHSQf/9k846tVxZHdC0bETO9t7qsqjNjtbYFXw9IycwwaQtHcCTI/PxdmF1pzIAweiSNGxBT0RO1ksOIT17t2OjqNHjxwpzbzwra/vjyfvG3bwrfZ9Q6Tfqpd2CFdZeeE+A2i7LsjAntFM06UmjYZhGYJ4ypr898q5vVgfMdc1hXqOeX1l3h30eQSN16HVvuVykhwMYmUmWm+Ts0iPdTGjib2VvN87mTu38w6PS5/j3HnWDu7Wqa7jsyanQvQORrEiEAgEArEOCdkSEOsblul11OrZ/YfCPGKrSO+mXJ9hHz8KDi61A3ZuWZwC0D19Hv9/5T4b6zDWsLC/Z3XAZ7lFeCS5n/x4+99/AKDCnQAV7ggEAoFAfECgwn1NQYX7+8pqFu52cLk4zmSy2daCc5Cdzmyla11OkC8BCycLf0XbT5Tvw8xkeoyDrukuIufeYsKFctivMK2Ly4gYDBoN3iKGgY6SC51E0QtlYN5sOn1mVqqV6dK9fuYQnQ6X43Lh9VVEz5sZ+gJj5iyA+I+9M/tq4gzj8Glymoush0wgJCH7ypITgoQEBYEGkEUKIgJCGgs0LGVRRDkIRoGKomwVFSmIbK24IGopItIKtK4tXTztRb3zon9AL7zu6TeTBIiNTsBABb/nohck82Uyqef85pn3e18IBAKBvFPkK1WSlBDE15YnzyHPWCkSlTIf77CVgJZ9E4kqSZ0tcIeEgHbnAAT5aEmWXQX6kW7bJxFYghTso6MkUizej63OF8UBHcOaRL7EkhOWFL+/N0XQC8jGo8QYxdt207GxgcF9ARjcIRAIBAJ5y4HBfc2Bwf1tYpWCuwMKRe3f5nOBhraAQad/0oJSuQyRY9K/x9BSGPQWEI5RwoPS6QzKCu8RFJQnPgYw8BStvqHzKHhvt+Hvj96hUKlc+qs/NZobBs7tU2b2S2fG553204HmNGGL/e9lMnSxeV7O+4UU+52PnR3Uif8sDIFAIBDIO0GTNElwRmzrOO4rJrCSpBqFhyo2vJWBIBaPgojcySpAs7lTY3MnEMQeqrFmK4v0SlwUwOCx5HgAGo0dHPN93d0BOuqUQKgVdIKj7JU3eF/RQ6C1QV3kdlYtYXH4qq/4a4Ke3Cud1sC+m6sPDO5OwOAOgUAgEMhbCQzuC8Dg/u6yysF9kXnGYy4zaATrmA7SNa3VJ5vxCd5By4NPiaan2+M7J6jBvwTvgFdhpseC/aRozua6d44Uio8PFbRdH6IxsBoXV8SJ7nOoYJNqi8h5G62QUu834xzdmUwSacYvFNTeZNpveRzEu711FgKBQCCQDUGWUio5HlKKZcR9vqaQIglR6Y130Osp1twinjIWkY+H7AQReen2SywWI9cWY7HkFBax/6+28JsVMfaQfxQL97YbC3Br8dI5Y/j6oi/1sNAbChU4ZJVbr3srI8FO3CshBCRh8dqB63ZRcnTNdwm/O8Dg7gIY3CEQCAQCeUuAwR0Gd8gCaxbctVpF4ZG4jzMYpwf2tyYP6y5/l3foxkFDZgP3yfwbdXJchM3mK47E8Rr99zcMfr/ju8sjVRcaEitWEN/5iq0ZjGzZ0Ejw4UOfZ/rM44ZlNptCMZszBw9vmptrSM0odLVNNYf/tJk7qKu5HJ75xGmPKZsfWv+nrsYaxiy0l9HweH/+aa05GR/3/vgD2zhaB0MnZ10sDYFAIBDIBiSrr7quQD6VcKfUd1//AZagzvKiLytgl3YF4/eLc6dVvVEpnT16E3IMzPfffqf03Llzt/edK0W6TaYCgUBQ1DVaXW5pUoIx/1kY6KwhhUKr/V8nJLHZQvuIJttcp135AbazA+epVMZYLNXV1RJw9gCTqbv72LHbN2/fBt/s3B1AQgIYSIWE6PX6yaioqHLVrUildoXjKl0Bzg1MmwJTsLL6lGPVXZOdxwtMUzfB55eW3rlT1i8PWcNJWO8OaxbcHUSI9tDTmUOY0SaRRmhMH7p7VttdUO+eGvQ9WLyGWsVs8DfjHeCaUEYqbQQ7QxkjFO/NKDzeI6wJzCPZJxTXg1T5FDp4HlBDHaQ7n5OQEurs3CkUP78a0mBQ3PupMufg/n0Qw8XCEAgEAoFsQPqUXcZuxFZu3o+0ky2aXXiHvIpcjUVahFWRJzhVj+/zRWvWWUBRd0lVxKZ1VqUttPW9sZXIo7ZdLH65NH6fbyVajw9erwNfcNVawGQRy41FAtaSJwEfIZWsS8be/+1ZxUYFC+6t8Q+43IqK5ma8d3uAHL5WQdn6NEM0S98vSzbo5jDzPpzZwv0B32y7g827f9Ko3t9w4a/g4MtzVecbrjYvW+oLtZSnotNtyb9uOnxIZ/jJWZK7PEAYF/dttt+Nw9aZqqtPXO2/ZbMVcae/TP4iOI+W6u/0gnDBuWPRnc2Ojg63Bu9oSB34Jc8puG/ZcTVjhftuIRAIBAJZL/Rhrv1YwrlzH33UvXPynuqWMitf4SVcjmkX5uaWl0dF6fVyeRlw7KVAsd++ve9mZffOnZcEFye7qqWWQGUaptfzUbXuBUb5L+sD3gKEmI/HXLwC/SJ9faiIn7Ycra7rSgEWfifQ8AmlwMIDB4968ASxuAzplusvdU5GdZVbInP7PNRfkr0Zle/54ElArqW860cBy1RZCi43av7LyuTyzs66ukgY4T0BFtyDgq77+Pj7i0R47/YgW3lqeiqTBsq+UXbTMn063DPb7sGnNNq9+xaqjjkuWtE9QZyog/kpWMLKCXpJkr+CecZfnC2gec44/eUpqQ6iuSfBgjMy5/Yw7AXnbm9kw+PNgJL5R7Jf6M7BHU5PhUAgEMg7gBJz7TZ7/DzkniRwBdXaQo1GIkFFNOJUEI4QakM6yT8apcTIlQv8t5tcUMJvkf4ILPs2YNudHzGgTWAQwjZWO/lHSTloDB+At9hy8dJESk+RHxK6FzvzIAiLZTSuWeebjQ0W3GN1I999d/ny3NzBg5mZvzV0PK6fP+KyTtuDsIU28944mw3M+3ndXmDeR6rOx99/vGf5evy/2Lx7xKz/l61VnODguRHDBe6JjKd4hzmTwy/cGjr7OPmbLcF5qHXHDe9abUZGqmwv1Zo3mDmf4WqbKr8w4vS4lWqdyeQ6KtpRFpx7mM25C4UM9RzJam2971wqQyIxf1nRPQgEAoFAIOuBvr66Ork8AXPtz3cW3Wt6kbaMqvYcbVYkMeoeKIl55rDsN28iiMl0RZB071T12Au0gj0gYJfCW7sO/bq7oB7eCxhwhQIocKDh05RjtyzAwZOBgy8wdZ85dnMfKsOBgker4L+W1+ovFSVFdUWO5RbjLe0GQqGXF+r/wdym6a5ewRWTqbTU4d6fyS8WVZdrct2bcglxARbckzlzjlxIo/3M/J2rZsS9cg6oh6Hw6oF5v8BBzXINNTyIyaWvTI+7opBXwk0HfdJJpE2cKp/9vBXcEVB43zINYAHUuqvx3ozC9dkLWuf40dQ8rcvXj4gSqTvAI4Y2p47uDufu53DuzSL0N3n0Uo07iXSSuxYFTRAIBAKB/C8olUajQ5HvDOmVZCmWk0dyFH2g5PtiSC1yYIljB2XsKeQ6yTQxYFmLbSDylWPAwfcCB88CDr7MycDvQyqxFjpJxFuaXLyFloNQGSMtJ6cQCL4LE1cPIFcEXZJIjeuEBHEDLLiXzJvr67nc9PTkZBptRqfTffqpwZCc+UA2QK+YbY5Y1csLasnjeKGi+YrsjvQHZ2mcEV34MC3zp8QBdcXTD/EOxkOoLcyIKJnNHmAGcXQHw78xxLeo1Ypl1ZoItU9Do093MMPyOOHDmTI1bq07j+f/JMhvN7Xqm0S6q9ofviJUnag7SK1Kvh/x8eKfhUfqv9XprFYm03Z+CkVbeh5JF/4FCOs7gm1NNFFmDHddLAqBQCAQyDpHu0ulevjQZOrv37evu1uQYiHm5mZl5eTgZ222NiuwSdJ7sVO/7bkJQcrEpaX9x8DeSFZRUV0dkTg2FhiYlpaV5e3tzmIbEuFmrXd+fhogJjAwMBLsaJWCPjNkVk9BLYIgU77ngHnvRyorrxGe6fUPH/b2SiSBgcVv6N9B3Xt+QFpxYGBTU3V1URGLhSAJ28UJU1OVlc8Jxx/2SlRNyiwPjdB6d1jsKsNg0OkyGY12GRRXo9zgDNFkPhP+86JlBd2VUsiLpicyz1PRbjObOH5MGT17JYLcFXxetE8r9lChxo9GpzuctvvwKfM+14Em38ShuWPdP+a10g6DT2P6uN40wKdk+3GAwj/r9GjB5txJi879Cahvt2I/htXe/R4lj7PH5aIQCAQCgaxn2IosiYRAsJnZEODa3Y90QoWSKCV3hjwT37Gb3Y/E/QQ5mSyVajR4B7+jZGGt4S8KjhO6kWNL/Dt65QgCAZlMJHrw2imVUim63aB0od4eITwkV0tfKN3/lSEYi8GdQomLi4gQicxm9ekBbivzeqxhWHfwj6q/hmmf/SxrG8hWl0QsO/K6j828l5grTlxt+en857v3hlcBQd460CFqxDsUD7a2kBc6P3tiIGzwq73h4QZDYuLsstqhs4VHeCXqX5hn8w65Y9212lBRR9tM8I2DZ+OzXVwztjCj5HHY8KbLtL+XLvWyc4+LOxn2D5bYL9+oWQjuNZu4q/kzQCAQCASy5ggDx5LIz01TU76+3d0pKRYL6trxDnr//V3FY+WjSSn62ufXMM+e8HWlfFu7IKrXooqMDMxNS8vP165q1cA6ZrO3t3dWmrI4JlAzFklUVZ+KMqZ0snq6z5iu+foC/16GAAEPGmUeFzzsklhUY4EB2jd4WrF5M+r7Ufc+WjeZ0lNgQrb7JpRNfX3NVKtvv9hVTgzcoPuEPY+rPu6FFDMj0SeeafBzFFiH0/6WcekMkasmhx5GIarnpgahVeWoIP9GNs6YxzvEPfiiWeZ1KvaNmEx/p3aM7oBa93jwPMBN6z7rPwQ0Ocdv4BXXzAwK57dQh52WQp2731Ln3sC0dbv/irN0fmrbWvwMEAgEAoGsGZuJFtY2h2uXSNytaQ3QqIyTLLnYNlUVrdbuZrWD1uFNChjXl8dmZQxRJalDdwcQTEv8OyhKP2PfH7C8zQavJFdTLekU1BIcZe+l4jMhKaDFj8e722xUXAV3IT/uw8YP5s3quxP01PTW+LOD52nDM0OGsKCTj2Rfck88UUeHbnW1mCfIUVAyeI2i+tPc35Nj/fxujHw6/Nln4+N79jxdZkuYl8lRHAltNDPa2gyG3burqjIzBwZCn7qelOQK1Lo3q3+wW3emuuL1b6dsNavjw8KtM8MtAyWK/37M1tC76Se3WMMHl0Z34NzrHc4d/ecRGkrToa7dmrdYKkMixY7j1tlDIBAIBLIuYHv1qSyd7fJn/UCY6/X37k1PFxcLccZ75sc0SU9FTV7pqd15DenvF09VErb1pBSNnrJYbkXmxgTk4y3gUbzzi2NWTFoa3vJrAlurDcgqLn6hmZ5WWUZHe3tTUvT6bdumpr4GZekI0n1GLi/ouXSlKGm0Gtj3mACvFYd473xl8VjktOroKDmFpX/WfUAsFiPXnsn1rM6krmrVWJ/XWv526xC8yakiRjZ9XBZL221Pjbv9wpjp3GzPDjt1BYVxWtaKFn2jBAVxuTwe3iHuoPD3DwpCl+RwZLIPeO4HdxQhpdFu3X+l41aaKyhtTLSfzaCsnuKq7VEEPR28OuJDX/I3Njoz1ebcbf8kwsAEVecadxLJwMRtSwmBQCAQyLogRxFjJIsTsOJqxGhUKvEOQEkjjpKvhCC+N22eXVwZcpwcRfy/ZutnKdHNnivEg3XkHkShIBKNRrQovdLeTB+70GAI6yVBEtDjSoUH0nUgsc7YzjKJHe3eywh6gVGqWa3ZrhsFvOBO+fCTCFE0Q51N56beb/k5dvDz4arvh2gXkh+1fLl/4q5ZlLFKdRvCDzOizXf3dFwFJTuG8PChoeTkhoaJieiSN/t/RZiRUVHR0XHyJIczM3M2OTWRYV5GM1F+4QfzJxJjDZf3GgYbxs2vNd9CfrN5IN2Qp5u53uLv4gmFImI+PXMH1e/sCbV24RT4/OxsDicvb2DA9phwz+NDO74g5c1ZwX8dcKqeLB4AgUAgEMg6xSumqS6pp+BaZen27mdFSeWgsv31Jem70iJVdUkPWQXyM8iUWHzs2s6C9ov3usql000vcgM8NAN0EX6aEpXiY2NSO0l2JiePsxbRF9TKV0xt7ZKVAGTHZyT11h21f2yT3c6vXTWJUBgQkJv74oVKZbGcGi0qErQXbAObWJHt2/sPVAI9XtBz/MpFIMilqsiYFV9274Di3MhblvK63sn2nm2mqbLtZQeuPavtudJZVFfeFJgGq95dghfcF8kQVfhf9WHSwqm2guvDfmGyVPpdkYdav7iGTXlK72Ayqdh8VVSSZ/u7Wfj2OigULpfDQZccog3Ql7egzbpbSVvcse6hjJOcYNAIps3lEwoKYwDo+0PMNgo2dMn+R8y5M5m2pP8xmKC6BdS45y1x7juoj10qfAgEAoFA1hPexKMsOerafbezBO60EO/THDWyCNvthnY7EiJIkt5Srjg54uGlGQNOfBr0IrcDWqBjLNXQHga0nLdTwOq0f+yo3c7H4J3wKpGrsUiLyGCo1UJhOmrfESDIycajxDeu9fFSRIIO8/qF7vK+YhMrRWLR9OEd+G7ifnAvPPJxRvMHZrX/RMf+L1uYqHsfHjKcD7r+qCXx6sTdktCtq+He+YqIULN5YiI1NTZ2BkA7H/9g/1WGOWPrG5h3Pr+5+cmT1NRBg25kyBD/oONEo8sxpy7BrPtA7Fm7dX9t2Qrlw4ofHgzqrMMX7k+U/EeTCz9sTHzAmdMNpbe97Nx1uv0n0BsKRWFiw27SJutXc4t9ZbbUjDM8UjYEgUAgkH/ZO7Onpq44jk+TKQ8JCUMSdhJIQhYSGJoIBCghhC0ESaWsWigtO7JYtoIlRVCIVVSQVQpCpAsKpLQiLaVY7SJUrF2c9qG89cE/oA88d/o7N+yLhBCLtefz4Dh477nnmtT+7uf+zvdgDgiJgT89D53txtLJkTZ9682J3CdoNKfcCYNe1TmqqO8ab0ksm+nTjOgSBloLZpVLgxLZvlsrvBwzwGcrxQVgt3mE7dYR9ru/nlDpiySIOidIBCYnSaS+vpoZxGJKvWYjozpL6Nx0FlBZSYw4kwUlO3OyDC4EuerLQIM5gZyY1dnRTmKOqlrCyBsIH5/71J5eAKfcwcGlJeVNMTSmq+4M6c5qFvsqmfBB1DDHSYI81mjndEIvf3Yi0zpJ/pqXZDBziSwuN6mK2hQplfAuxTjZRapXjA6p9OKbalzAb8Dywn0Nqkekb7vzRdovEG2OsKd1+3zke8JWsevb4u3t7IxUNGr4vup3jR61w76ke8Db24fxLeSkN9h/wujYU1i9FzXV+ddl676+RX0bZFS6zx8w6ymf29tocqH3UdjXtcEzeKtzP7zs3E/4VsPpG3Nl4uhRW4bCYDAYDOa/QzGviIgP/4xL4jXuFgKTIeLzzsq5yxngMyQWSGi17Xqhw4Rq8NmN0Qlgt0cJ2z2zVYWvwOWuOnHSKGd6RcYv0/iEdvY1xJvOAvLki6vDzqy2fW/H667xxFFos1MKpYjXika0bG2ADUAN/b2UNlb96osPpMgnSQrKAH92v5JcEsCP5sizllOCXnedkbOi9Qe2duEZxZrCXUZNDTze9BW9XXtrjhFzdeoyjTbVnP5X3Wlt1dGFpuz8p1HAx8Y2NbW3JydDuvzUdyXdMRfr3Ns7mjxiLRblW4mN9b+tPfJJTOj1X0rOz43Rs6MsLd5d2NQm/yPJzSEfu8XEuLvnP2Glrhc7yv8Io9o+aCpu7ETs5guwY6PGTl93OxY69l7sahc8mz02duhQdQn9Njr8XNSHxNPKxuWpe06zxGAwGAzmmcAlbJBcntCpWUzkMrtYbSqTNDNsxxp8MGlWzOsdmldoKmdauEyU+q1TmfhkaVJu2N7yJdaRJklKmlDeJPMba00DqiLKkK4NTHaeIAV1wZS1zDDh17KyGqI8ho1ECc89slJhq1SmVQrEs5tKcsiOt4DirbV8eWPr6rBoTmZ086Nm96+oJ2bTlcUk5tc3M1NmzOpD89No0AHz8+jw3l50OprThFQE17HZo80aMqfBpAlyAb/W9ICYnYaEXhUYyyZJkAszOk9JMLXyC5QBSVb148sk8N6jUa8qmh/RCLKY3JaZSkE9axQGrSUbkvb5VPC8YE3hvsYpbwe6u08cjVDhdu/bf+z3ibPWVsHr20ClLtAvEprczi7I84LziT2J8m0ohAFpRHKLJ01Lj93t8HW4LFt36Lx3cHjyoajT3R7yeI54b72AFzUb/vZOeg57n1v7IZVqD7dodu6FVHOm/Xpy3Ny3DITBYDAYzH8BL6GBkudaAUo1kaXbTacqyToOiWkW0EamgtPLV+8/0KQ44CYEmhRRzspTSJNb7Pbrri1EkawhSucifgFRWCt3G/SpkCuSElcX83uJ2QxxWMTcKl23dfJMokNeBwei4HUy2Wm38feHE8wOxfuQmCgVyEwPSQBR+vvU5DKRgfeAk7c6LAxKSTigj+CZY3+FuyzWI+qhP7j3I8mM88FXp6Y+uNw8zIg7cqS93d8/KmplIyGbwWafieq4XaWNY1yZqg693PzXnNYddnQNtPo6aEB6u88creRu6HDMLe0b/uGWLvwkrPu9qSl7ewaDTn+SdY/IP6plTIUea5671rS5Od2FnUq/VFJ9LKjOeb1zr6u7Ac69I5INvx8+tJYoY+ZV+3v5Vt8yBoPBYDAHRJiTlK/XnSUxoTiun6fwZ3cys2FhmdIC/oOEEVZXlpE7yRRoRucf9JZDhHhamBUR4klJmdKb4IlbTdEJRZS20bMsOfh1JrjiSaaxDJW7Ag0y622oVE+IJry3uevlJopaBw5G9zrC5qaEolejZbKwUFbMJ+bWm4DaeobmOci2awgbD1vHlmXB3rMtZV2oj4bw8KiEf6DSm2ob0dMHehuwj/cUWwmD2UnJBY283miKDuR7PfG+AhrfCU1epBpoLEeifOf3KTvh5TQoVYrLex/oOAp5Fnr9YSSlwEuPIjDv5Gck+f7A2F/hvgbErrv/xkh3+9ZcWnp6+vjQ6baJXt+Ghw6XfB4Tbd8fux32affdZ3POOe9bjCBoRmmwT/fp8LBc4rtQ83180O3SaE+27jLqbZ8pOK7ZuWmbPw1kHIa3FaHrnbu3dyg494/cUet794Y2GTOMpx+kj8FgMBiMjXES8Vh9hNXuo/SKntBOIRQ28kZYiURXe4VrPUvFk4r2XP+tQSa38lAuSgopfrlR3gzKRoFt/VEHDI8Pte1B5bZYR5gI9dygDU8BFuHiXTfcHiKRm0USyDlwBHoSseHKgI2kBczyBmCFwNq7gNe5RnkeiHKDpfvgbsVLmMQ3ceA5b3nIz8C8U8jk3U57vrFV4c7OD4x8eHvBvSr5HuN8c/PUFI0WE1NXp9V+fzQ7Mjzfhg94iNT8b/x/dk+uOxzsGfrdVHf6PS399j52c42IdbhddeSnmOrr302dr3Onf2OpwmdT/f3r6kpKrl9nMI4efbS8a9JWvNiB/lWMDw8FNV9o96du/gZH3P6++fKhG3W3olZL99hYZ3DuzcEOUewX/wo1rwFeT7A73j0Vg8FgMP8lkG1XzWuYRtcazVlKL3nCadslqWFhUmljo06Xp4HgEm5lVj9rOqGWr5RKnPZi2l2c0lAnuVhsMiE5DR3smkVIcURhMJDSAkK6Hxqyh8Cuo65wVLIrpcisP81sFtvjBTeZlCSSEjaeT7j4BHihQIEnFHTDqGV/pmySuOlx+H0eeqWgG6IkqHpNjdABZJBmJmVs/yHsHbZEJFWSC+BdQNF8G0uBuvC53JlJEOVndTqVqhGeGqDnfo9PDS6wbDgAXjL0UoZY/aQ+wryTIOueYoKEzKSkvXwhnh9sVbiv4EKNdfB3dqbRzNHr9hABo3X3d7DR92Ijjzy+dw/2fBcu86r9FcaYb+BuJzwJIbWD3u0JPet2obRLe1H4Hh4MBrpVP7/jT9yINd/hIiTgH/P81WPrAwbVuQ6c+/X1wfDnCOdeBSnzdTR0ixspYdzeMggGg8FgMM8uyLYjdVrBlfNmhY47HSYU8nhyudmw1jBHOQVWdWp7gYyG7BYOB0noNf38Bez9qYAOkl6emJwp2nEO/3XQTq6tPNRNo4GCfeNLBhQCwyRpoCvoAa+cPPGk1x7WESZSk/mUTnk9sR8uAZcrlyNVLhRaW2uHwaepI2WtDEgioeH2+BjwnGDrwv1FmTDwjK+vVjs35+f3wQfV1TRa+vl7yffpHf7Ho1JfkbGt/cy2oTAi8sTYR3Pnr4ZUhz4OOX8BtLvD8fAI6y7Blp3JvvbReb/HQUGhMReuvRF57hXLBoqIuH/fz+/YscePL1U1RRbueFJEID2u2e0tt+6xN8I3L1KV+X4f8vjVnLjT4eErP3oz9aful+zOx5175Uh6DmS3b+xzdwt5z7LZYTAYDAZz4ITJig2Nd0b6jBXGLnnngEHtuM0KUy/H4uLZ2YGBkZHKyp4e5rg8TzfdWpuptry+DkOB4EoIZK9tvXMHpaWnpDCZLS1GSEQnLQoEYNlHp4kdSWGnVfVg7nNb+BVDsrvBgGLpByDwvXN0hNXfjyLpsyAU3pjYMslkjvctahQjbTrKHZWptpwvFhuUS0uDg5Jcr30v/fXKlagD+I0D0Z3z/QpBynilEais1Gh0ugHoehfPTkD4ftgeL+OlzuSXJxSx+gUCFKdfU4OG00OsDxrs/1UP2bxwX8Pb292dwQh1M3dof0Dzcb7tkEq1cdMM6h93oF/wI/ZBtQv1S6ZHWrq6dDvCvasYQTBQjttF9ybLB/L2ptHQ9X/wyd+xXQY11tD9Qu1O2g/Tt+7aJKRXocuuj4U/4XsDfnTUwd357U1xkIhky2eHwWAwGMyBkrts2125LJ5hh2NchBlrrp3JLIrOFO21InMiF0QncEZJfWuhK66u5uaKcv7s/9TQEjgKl8DCo2ga1Ao/4/rZOgP/GbcGomBgNSlqn9ktUn8vuAglZHH0HRaLudKk/kI8VyAfoojJGVa69zAyGW1guzJcFkToiP9nn+tTLNxTU0+cuH8/+XT64eErv9y9fPlqzIXkqvY3vnoYGZi6s5jeM2xZYPbnYz7nu688Dqqe8ov7qH3B4WH4I/YeH+bMRKT63z99nlYS5Hbl/K37t7PDhRaVx6mpWu3Vq5/mXLl67X5k1E5f+jBZ9tjFkF/sH8dps89tmh87+6uQxyft4+LOrfa5nzneHfKq3a8f3TrtBoX7sWMbS/e5M3sJr8RgMBgM5mAIk2UaTGDbaxInuxSdekPxNsd4DRbPigdUZtc+Pp6XNz1dIM7ItaxUQJ49wDBbUG7q1XX256UsgmU3ToJUBsfePzqakKDX8/kTAZlqy4Z7LvFyHAQLD43wfD3aGBYcvEJeL1gch7Z/btlkDZPZR9LkcTi6oYEBU6tYPDu7tFRcLJHs0787ytSZYrFePz3NYgkE4+Nm916v6dQ9IBJnMjPBve82yAa81Go+PyEBDcdkxoN5R4PpTeLZpczctP/H5/sUC/cV3vTo8L3nM0X0j6P4dQbEwATa2hfLqJG+kLkIXeTIu1+gO2xZAmoxMuqC8xW3l+wO2U8x6B4WLlN98UUHh2YIhG+w/9X5SadE0edgv9kgxrUt8xPS3VEsvPu6iPYFeg4M2M04Br8+3tTpHoN3T8VgMBjMf4BckYplBDtaRprn7ZTu7chvlaesuPbo6L3tA5pBLo+eZmmIjVgRr7uWklI4ndEDqKl6t5P/t6QFKOHv7Q5qRt8UC/8ZiYRa0nm8/TSlb4FMjo5msSqZK/32iVwNqyi6gGxljz0y7wLSyouDP+WUaHKADV8WPMP8C4V7RETU8YXPL30092P31Q9LvvuAdvWvC9r2o199E3ku9ZStzDtb5nG84/6luU8I7x4cl9z+vbXenS077lt12i/E87pnSFzV5w5nXrGoeA8M1H40HPKxfXDM928Epu503dTs9/4azgkKifv+xKmN/5yws/3Tu0+ePH8+e7WRJjL7Ssnfr/4S8q7dyVevQqf7ekLundgyOAaDwWAwzxJm297f19LDFIwm1Bq2RnB7pYkM5FoTZ7SS2ZNodu1ica4F6S7stIziJcKzq3Rt/fK+rJoarpGZJajPU4y2JdypbRTPqtWOlvfH/9+QJYnUE+ICaEZXJVBGR1kK6IGHFQGTM4nxlYBGMzKCmtJ50Ed+0xCwJBrcp9FWq5F7p0yfZdULxpll3HhuZZ+mn4P2wRXfVGYW58r2VLEh845i/usFzMkve4yV9f26In0tmHcYaF/zfOb5Fwr3NbyhXztm2Ry7eab7uPtG2dq8BxLeHeUnuu3Pu2fT62jXCX2vdbA4rmaBfh2iYD51q/LdOZqy0OO+J/S+uP3gvboQdRm2tz/K4mEw1n7k7rzi2RnQ6b6eY57tm07HYDAYDObZYsW2xzN15O33zXEMKGDlEcL3dWbfXly7JEDMo7DqV3fX/Iw7Ke+nqMhK0cHslfRfxwlFwlOm0QoBLnedf4c+ckjkhDUCSlsZbSU5gdIvn+Su6PIZEovzgKcUWZMeRGytO768tW6FK0leBAM9309rROEeGBiYn0+lvmbzhaObCI9aoN+q626+XHL3uueH3YcvXLrf0XT8THhqBPU1Gz0f5Wd/rp3rvlId+k41LT15rOPEmcDYU9YMHuV/rS7mw9B37oZcdP/8oXfsqd1OQDj4Hw6+e/2tj+cunYja6WWC8NFXcd2fun3sd983dWN5zw7PptFefjk4OHD1SeEovfqdk0Sh/tMt8/rbFXKCqizrv8dgMBgM5gBwcckQzdaOCuI/S6ypH+mVbumJcHEcFCln9QkCUmkP7PrZNTJfXi7ZtXMizEkiUi8pDXz9HR1L0DfJLf2yzMis7FpUsIaKTOXSTIkFut6muLjInKxmr9HmTw2ZVCpVmvQD0fNtCgWJND6OtmKNjy+FJQcCASzvLRrQi8kGJbh3EYTPOO1j2pnSVlPREEuR0lU52VKW2FMzLshr0/XWFhgmMtUiyd6GzpT2DoyOCNBQ8aWllX+ehYFmUSh/2vMq3onCPYYR5+zs4EC1qCXEBgQ6tDun044tm+MYMO+R1qvx7Uj1HWNcIbx7jl8cvcPawWO92xklMEiDm982QTDbUkitIiS5J83fY+dH00ifYTgmyH1dbjsB29t7s3M/DR3uiMM+n24o3GF5qjdenorBYDCYZxWZUE9BaSKl3HnedgtSXxOqozu5XyLXzp2kPLBUlKshG4W1motSwa2Uo92clmyZhrJHZEJiByTrsPwVw79LQADqIudwUkil62Lg0Tas85QBntWt6euRCcn8BxQFqWX5Ap+5MuWjFNMOr2aeCBqKwqlclvilXAFLxQ94WpvEHjBE4f7J4fQffnB37+jIzo6KCs9/JUJoq9bz7fGIuk13roshzPvdD4fBvLd3nDjuHe4RYaNHh0fZC1ofwrsH0bqTtci7R1ixr+qp8K+0jMvV14M+vZLc/tA7/9Hu6l4oPEq/cvmtnN89fzvqHR6xwwlnrl2oDnrZ7YL2TPiGI9jh4SvOfeVZY0xb3YDyZLYW7j/5b+61wWAwGAzm2SB30CDWsVrAti8qesUZm/7UxQmyvgta2xTx8YlcZqVixFS+myh3dMpApp1sUs2zBMyZeG7ZzGRll0AxMnTHVCAVyWz+EtolzNEsxQcHRQRq9dIyExM319Xe4oJeldXU1m4s5CdWrrG0BPrZDDLcCJmjzW9yR4qLpVKTaWCgcx4Wr5JAv4Mc/7KU28Jk5rHmdQkqPtj3iSX1fuw7W7ZkaDRR5hX1XePMmrJEiGf/s56lUzWSDRPSYlGa0PKwdzSUaWBEQcpCA8XHZwnmi/QF5IlMEPjPW+MMUbj/6HnXXAva29No95yP+gY+cQ9Qm5HvQHdmEJ3kdnbvegb7aH2P73bKXkDevdv+JRg8x++ir5VrOakevs6fgLxvcBt2fs8ydf+mx2k/tJL0sM/OUfCpvqdhZjl+yZuHXHHua88ZcUQez9bCfcrHf9OgGAwGg8E8G5RHM0Gk7mTbM8h6lgC5dlcjS0dWbnPEFqRkFdjZxGX1W0ZiUXpBqj7FqgztAErU5dEPIP4cJaCjCHSCtWwUm8NcuQZJIOeYr0tR8fjETAwBFr6VsDlKcgHI8X75Sjc5ohQ2YGURc7NCkW9kMKCAB31PzJVPF5YycxL4N0V7bnrKEIlhIPTNQyQyFSDw1bud9B+DKNwvxf3V3FxScvduaCiN9sMPRy59ftSh6XhUYPibsYXCp1jCP4ryp2vr0sG8VxPm/eKl+03ZUWfy37TNGy/k3W91DxPePeZSVXZ2oBXevfBRNv1WMO3uXbeQH+75f5P/iL3r827so/ZbwyXvHmo+fM0/Knb7Wv9R9tjwhw3HQn5qOr7xZsPDg4MbGoKDH646d+0PbofeXy7c3395bQfV6vTNnTYYDAaDwRw8jk5LyqK2Gdf4sq68gc223SVMIlLyVZ2Cvi9Ka5gCRYJe+sTSiu2YIcpcMpD1Kg5rcTy+NL6shplFUswnmAoMxXtLItmJMLDZuRLCq2dmguoOMCChLq5tJZz4g7ZRFgGKDoctWFHhXlna09NTCnPZSIsREtEtwWjcdCbRTY6oJIp2tMVp1p955uuy2nRFxEwG9OVEAX9TCducIiVvFvJpaUjHu+zaE7APMqUGkONFQ9BNTurLgvD3svhEY80kU0DMrZGYUaZoMC3NuncCkuKb4t6EzhG5Wb33xM/05Y0UDdQWKCfUxYMZlg+aJlHCQCxQ+JPG+J5E4yII/FqDMlMtSbNc3z/jrKXKODjQ6T4+NBpKQkd8QIvzuUbP9rZIMu+PfIejzhdpocRl7Wl+zte2BK7sgwjf9wjv/r79t4w567w7m3qGXueWY/eyfbVzu4dFneXeDlfdDtm9aj9H3+lWCj06PIPsGjzTN98slerpCYZ91bkLqYdhKHPh/qq9eakq4pC9dsugGAwGg8EcNFKyALqNK1xHKAbh5nIpTLjEm+eWgg+tYNbzCnYXdZkBAxQNyZVQqBWuWaChG/eveDeSBMUwn6cCt92G+kJITNeKTR58HatGnFQPe4Bu5E60WY3vxqrEX6MTusnXWFHP24O2OkVoiDPRhqfAvxZZnyGagGUGbax6UtnqjCq4kyQFZYA/G7Dd+xWLCROqySZYwbDyAVRwmay2aNPeBx0MaIweXZ7f664z8jaeeO/6/hllrXCPjFxYOHIkPR1SUd66cePddz+gpccdqVroOJP/6FHEKapQxn5q7j018iv3W+nD1z+98W7DDdrVOueOptQ3Y2MLC22Rc0M9sXA6rjroxscfXz/818/fp6aeOrW7NN+IV2HgwqWQ6ht/5wTVHfkmKkK4+7wCI+NCvn03x55R9fBR4bad7sI3v+meavj6j2D/yI3/tRUWBgefPBl8OHC5cpcV/hR6yG74R7f337dryFl5rrKzO9lwZMs/iBgMBoPBHCQuLhKJuHExvvQLY02nKkC2/v+XLi6OaUlL4jsj8V9+URpvrO8vF8t2LNzhYEeJZHBwtqCII8hKrOjpiY83MvNGKKoC5b46RsIAIZAmkUgyiP51Q2NjY++daQ6HczZlsa+LxCztqfiC8N9g1aH1GuByV9S4YpWzIw82Naz36sVKS7ip1286U1VUxFobWVG5zsTHExMoNQv5HtcvKiq+aKkhdfX1ZaXAjGG3U70e5t+4BHEvIlFGBtyVBN2eTIZu9Cl4+NzBJWWrarrzrKIP0tjjE0thTqUtNVn1HIq+tmBWNJghSUuTOVpz7X/YO7enJs4wjE+TqRcJCUMSyAkTsjkCceJGDoJEpFSNHKqWQ2iJrZIGsCGUKE2ViFQKtFbFEQxNwYinRqitCraAtUWs1la0h0x7Ue964R/QC2470+/bJJBAQg6Ate33u/Ai7L75drMzvvvss88rxOs15vyebClzEDyA4IzZRc2G/vFJI9npTEuDBxSugA9ntdF2FqxPO2HncEyDZaxJrDMdrAvPjXpNzxzBctzhqNMTSWdo1+I8U/aTaX9KePT4lIgSEZdCeepJCQPI0KuAts1VVvJ+4peH2yVSNtPPKWGSywYuVyJJSQm3eTDy6CeItR1kbI9sXa/zaEAgz6Hd5Ye6Dc6TFINDvUif53mBmvsBP819G5Es0wqKcZP956dWpkacMI9AIBAIxFPAKe9SQz1dyiLL5/dZifI2AYkQUwdZk+FkVKfcivWrS7x2ZSbpLBiNWbH4LpGRDuRpqK53qctIoyL/kaEefbbDT80uwj4kJPLO8E8GVog0MOAUIsYGPMo8y0CsL3DY6SxMZi/4YynYcBpMJSWTdcs3+jQYifJ0IJHf94vTh09SHEAmty3tnFWoFGAarpQIHYI/Sok6G0zCjehlCH8KxIUCg3dtdiZJUEcONbv330Owxt29+93GczxG5fr9bxPaezLQ3i/tqzqV8kb5ymrv7sYvt987TeMeHNpz53JW8aVtU5ugQA4m7i75ujv84O6Wo1zu0CeXLz98eOqU2x29nF/+4ORp2sFD64aKj01t2rgx/O6N9M/3H9z524VPp/KoeNBD2L39+FBc3O19Jw8H3BRBzb3VT3PftwU27jtBuszlJ/7zU4u/bA9SFIFAIBCIfwYc13Rml2l3lZT093Q6/Rt3di5eUdA50OWwm+wTIkfPQHXIHEShUCbT6TSdA5PqMq2JwykpaWiQZk/aOqtjGtHDZufm4rhMBqVoKEorgDwNcg4FhjJS72iHidDWTRMTQNWGlvVB5h+E5u3yuMrB3CGIKvSTgRWmplpFrEBh9jju63qGifWpgRmcEOShHD8xQYjxnKYmi8XRq9cPg8MbH4dCfOdMvdwJNPC0tAqowick5AqX3lLNgTurgURe1+Nq0cOlTJjsY02cUQuQyYvaxDPVUCiXyRISov/KxOoRW2EPy2HRQtEcPJ8paxmvaxPL5bBg5Mp7vcJW192i106YOE2m0StdgjYjfCAQy4qeGRafnOrmN6buA8NOL3ut1Tm0Ssk2+pqVDRAXUvPoPMaL3DuEQH5bci81dXkS5tlUN/1T6B8HDxGSeTx+DNE51Hg6DRZoZUgiUd1x6j4lnJukTFoTIl9mM/0G8N+3SrYHfkylZvlp7vTZqak53vR7D28yvg5SEoFAIBCIfwZboQhI5INMG3l+j72DnM+Cqe4cURnFvHgYjEpFoTC9uS3NzGGBeUGxqJDLyeTCwjqKFEjRvmGdHkyiK97slj6xAsjTy2ydfwoI5fVg3bfEYijGCwRQiu8QzU+8aeLAN2qHwRY2cJjpsU0oDU+FakRso9wn6b0yOcznHyRJgQcf9Nvhdg5Frrxa/JmAxWz2lrxOIlEoZHK43QLB5Z1YnVrvmc/LaVC7MGukUwOeQRZv3DfuftT4A+840N4z3wIyONDei7e8vO/uqb3lu90bqbWy1eGDzaNHWFv+gH7k+PoLb711aCgz+eF3P/3U3g4l8mit6fNh125+8MPp06DsoZ9/vnRpasq9Odp3OWSbvq48c/DQzqHiLVB1D7civPbklosHWzdkvXP3A3eA0c/H4Qe8nDsH9jw84nb73/7V1n7vp7lXbZtr3O/45cr8Xly1Ej8AAoFAIBBRIxTqdNPjIo7J3tti1fh3h+xcWZqmbdzAbOKYmh39+cZQoesJCRUVTqfRKBCMjgKJ1CQSlbWcrTMGFIuI3NyEBKix63TAwQ4s7OPjPQKSvrfX3sTh2O1QXoemdYtDDYzqFKBjWxUgF2Vp1vl/BKFzB1h3p0LhsclDKZ7kgIk1UIn36PBN4Dwyex36fqDCT9s+azN2zsh3zGrwwIq+XLbvxOqrCqC+Z291WETQ+W4fs3cM6knQg9/ZGav2LnTWK8x1pS1lIhE8nCa7Xi8QtLVFp7wnONPN+a6tzJslJkK8N0wOdHbqdBUVkRZ4pli8cZ9jI//d1E/BuNOcOPh25Lo4oL0nfZr6Lj/qeMXIEfI/4G0jjOkAGo3Hi82avgA+PymJC3XwVeeV5+hRdu4AavxdYlWtjGMpH4TbGI6JPcpduyqOK4l/I+jfZSlVIEZ/He1zaq3/x7V+mntKPJzf6mncfwfF5nhnJX8ABAKBQCAiplr1GMjkYxxK4fwGuIB8n0j4aCDdxxbzGCeIxQKBSASVVQ5Hqh7AYnVo55IVmI1yVq1mQpF/lmZgAHcJxilW8S1g/v5PxztUq0aI6HUKCF8vA/OT7P7nAcwovQk0+Gz4qAEI9stu+35V5iQbCydZ/bNCOfg9oVQuFhfIY/tF2TKd2EwpJel9BWE5BTm6xjuRbAbifQex/y7mFUGEEwSeMVDjHm7zBaDGHYFAIBCI+aDG/RkCNe5B+H817nNQ+ZtST4KBp57Y9Vbut0oG74f4F8LtFjt4fLxE4rGmc7mVjC9To++1g5CSwmDciQMBi3FbJNGH1Qv5LzCK4R0MjRYfH27j55//Ouk9sPGbjKqgTndg6gd3Ahu4FwPvA3yte8bzeSkXwe6ZRKLMt4Rp3sd7SalBCiIQCAQC8XShUGDUepm6fl6vrRIPE6nkDSTKIh7yBLGVZfDkpIhEAoFYHHLLkCSoNOIPCYv1XMAJCFmBDR6Gkcn1MXaM/yHgINi2wiIQArMVTHjyO0sAO2jkpTBGhzyiqg5XKBqEKg2GQfe975vGOA6QemMVzywIHYoQMplCmSunB8UUUb0EkStPxwbUUq/jncNiYVi0vul/FNS4o8YdgUAgEIglghr3Zx7UuBP8/xr3OQ6nxNO3MZREuDkceXoeBMCciiRsJSb4fDpdqfwE9NrQ47Kdt5e/DNlMD+hHlTuJpvgEPY8aXcqMr3kHNp7wzfvmlG20y8BixEjdG/TvhyUPwWzXy3S6/4ee1j0LtO6w73+Zvh78uyfAKrMu7rug5RAIBAKBeFqoVNCSohXZxIFpMZ1iA5GT7mCJQ0aZJJLbvC37LlGzQKBShdguBDqyGeR9G0g3/VrQMpYLNKCd/+LgkKeDUCYnK8DNzllBF8nhdZB4EYlIJBYLeltuRWlHWQSVCsPggFhftE8Tx0K6D5JuCmJzLZHJRSApyFfME/QfTWOYSzYKXB5jFnTeFBZW/zvu7VDjjhp3BAKBQCCWAGrc/5Wgxv1/17jPQY3/OumI8kxcK+glN3Azlcple5N0IY2p9yS/ceErspnJDMmapc9z3c3fl3SBKJjFqIp/KdzmAQj5fAYDdtAMRvhY+E28F8GrvVzlPmqwZzIyOg+ePx7P/0PYureCdSWD9R3jXfBr2X2sp78WpBgCgUAgEE8HCgV2PgLB5gCTTDqZRYLmGdi0B09tz5WPCPqJzG/Ysp+NxqGRplJgFJaUCT04RAsosqj7KdPiW/K0cLsiQsKWpYFIeDPlLItFInHgj+cFuluGwUu9YvLVqFrjkFSrzNhZQQtxgUBMol51aWFbbEH6GtDAb/WWauLoQaGREFdcUOTywkKf80YrcgmMUflu/gFQ444adwQCgUAgYgY17v8RUOP+P2rcwZBjKnXz5nL+VOO+E5XFT54cOnTnzttvV1byeO8+Oly7rM8eZLLDh8vL907tu5RFG2rdcydz/49H6I3ucLuFRigEay8/VXW8+JW1hw7+vP7GD+214XrwWYTCjRunpoqL1669du34kfbyxXZcXZv32qULt3ce3P9nY/vCP8sOr6G3th46dOTI3Gds9lTjxdZ1a9eBsUsPT3x+Ycjbrh9o9YyyXbXqrdMBnT4CgUAgEE8LofOqVAom7YxZrRUVc7N1qjX3s5sn7NelBttIfQ2+YOjOq3iBuUjaq9WOmUSWrrPGW05nRYUwrF8iAS/QfJjfnW0B44XADPsxU4elzCCosypmCuBAoVjm+yyZBHwGTEAKhhnORJqHTXErxNaaZTOkLAE22zO4qqZGp3M65XKrta+vVJBt6HVowenm2E0TJVptA0lqyB7P/9B8K/aBVUJhAp5YUaNzym8Z88ddBseoqWkMlNc2WKSuuj4z2VkTrsQcublgxbqCGWtfd9cVotCElulg9eSbVXjYawoeNI7rdDMzk5P9Bq2dMzYxMch09ZgVOvxpX0sRskyNuxchP4N+knHUEwEDzd9JSWviN1NX4Njd/Lu8YhqMWdkZ9xHj09QlO+tT4u8xXgHl9nCP8/YGDX8JiU91L2a8EEZ1p/J5II3nQNzpoE731Slr4uKgeO//4QcptLgNxNlkgBh9uELIOiJOH/IKbVuQUggEAoFArDhCuQa62zmcwCH0PrVdGkJtF8pmsB7CVH1dZBEURaq147IZch8lmwipgXBEenUXSCKfkUUhsC4zuOwqyGoJxmcgo2U+02JjiK2Xz0m+jJDJYnEdxcUqI5k4u2b190Em0N8pA5gxNoE8kHpVW2EP6/FsznwJUy0owhTyKBp3D7iMLKYISN5CJpGURcE0sojPqkyGYS5WCXGYTZwWlk0sj3GGwIqzvI07uImSyTZu3L27vb2qSiKh0b755uBBLvd81o3tXzW6l1N5Zwvx2o3ujPb39zHO3L4zNJS5v3jLtgcptVF13P7AenntvEvvcYcOHeR+fuSrDyIebeRT3V8Jq7qzhbXudy9Vxg0NPdlysnaBYWb16vb2339fuzYrq3b2XK1evXfNk1bYutM+//FHz3vAIIXzLehKgmxYd7R8yW4hBAKBQCCiBTf3Nd/ctausbGZmbna8zlnXwwRqO1NvHZEHUdudGnOPQVRiGtulNbj6xJFo7Ql4p2K6ziBtFgGh3Q4G+OuBzt5nnKkHOnuFDM8VroTOnlDtkdLJXrF80uXK9sJkdjT4EIE1BQfM/F+IyRRi64nZigRlvu/KdvXUzcr1ZGJF1fjTuk8J1N+N1vzJUoG6zMI0XR8jDkXbwHRIs3vybWajpj5cseCwgfZeUZMGtXfrtKC/bNRkJ6T3DuZjV0++VVMQroAPNlEpDSjv5r5ug0VkH+OYSkRQwLdFsjaou9fUOJ1ia3fXqHYMrEErMrgGzAXPnu6+zI27Dyo1Pj4piUbzNJe3k49LqlLfiDK1JQJk1FP0Y8qcuANAd/9C+TJ9U3RS+Xxk1CpeFpHasp7xZcrmcJv7A1V3uGN41f0DHiNuZwinO5tKhU8rkpOpfk8p8rya+3rlUYavcY/jAmneSzGanopAIBCIpw+OTcM4GLXaPwbbKb/PgpI4k6QIGtS9g2xjOTziKqtH3BlkiwX4xFQi5h3ooUwSi9InVkUup8ZCgsojpSu8YjkYwwqizgk4fvLzCgEHm3rYyrrvXcGAV66fkS2Lzzxq0slWrAgMYvUfw8oRwR8jHzOTI+6wQ1EAnlEMq5kcT0zMLs5N4mlK1FNdE2Qa8ThLT6QZeQT8wmjWpiGXCiwizxr+UNdhM7El3qwkK9S4w1sXKtXtfuONr6tOXCo+nXntlaE73Pey7m2/+yCjfNmC7tns1bLDm3eXf/XTsc8vZl7bc5D7EdDdN8UqQYNV124sj6/6pThz7Z47T7JuRC7hQ9X966ozF4bW5tw+wctb5OHC6lr+a58STvfixgWGGTY7I+P8+QMHsrL2zgr3r3o19zc/On7j51XXfr98bWdA4/7tpdfnl0EgEAgEYiVh4zt6hk0TnIbJybQ0n+KN47Z8KFda9PnWAuARDvyvUIhrbN0O4H0fMzW3TFpnqmtqEhbVjnF8BCjtW6HSDnRYUYfUIBj/0Djj1OlqZHjCMunsFU6orBttfUDT7iE07jKP6A189AQ+sbyp6fp1iwX20g6HXq82dAv8sVljZHIyoI6g39Cr1+t7iaad2WG/3gTU30C1XisSEQsclbaA1fa7uj2CvMcqH+5wlwA7NwHHZUDUBvL41RGjtU7QZZD2dsyq781Afe/O7zMrqmPyvrNzieLOmRHr5HiXelREuN4nGizZrroBBRmP8G4FKu+JwD2vAmWGCQEfrs3hOmszRrKu3NyKijQn2Tg57mgea4KivUNKsV11RvjtT4MVatzneBR/jlfpjV+HMTDn6C/wl61x97E39RLjAtHL5gDd/d2lSdAZ8ScIZfuV5O+ik/Afxb9IWwdGsf6S1L7ow4Va/l3C6f5FapBAGCpVqYSa+yY/4d6juSfTjid9u4qbnAOeCfg37rclXy4sg0AgEAjEysGWyVlbgS7agGFzH+KyaWJ+KpP0WZBojlwZuTBbBP9uZ2Zjt8LrxrhMIS4VXPEq7SWirazxQoWqItxu0VEjh8o6HChKoYAwFcBcJPwC4CBWD/2s8QD3ujiUdz0cGBZQBzjKpbNq+6hXNw5OExPeRjxWGzw7esqFO9xlAp61PmIEa8PcekSjpGxKEWZWRWBNCU2inIxNCwyzk13tpBbBX2JF+MslkBpQpnRWwBephwvbIl9XvQorlHqvOy2zG8TUPENJM0TjHqNAHRFUanl5e/trr919/+VjL55JzsnJufjF6coj2+6uaXcvWwNP3ZiXsffRV++/XEzbfzvnzS+yttx4Pd5NDbdbcGqpeRnvnjrB+CgzM+eLrGPnIi5EpaaknOSdf5LzNi3rV3roXEkhXp7y+jFl3ND+8+den38pCoXt7VlZra0fnZ/K89004LK72zKBG+jovour1rW+d/x34Gz3vLAKOZRzb8FXIBAIBAKxYqyuV7EMJaYOJmbW6XwfdiqypR0NponhUkW6LjFQDsd1iqJh6ZVBrYkpddnEV4Ee/+oignl9PYaV3n/8x+ioVisa7JV2l/ZZyZrqgh3OxKV5jmt01emdnW3YwEDp/fv3+1vKSHq9hclkNg9C23oJR2vRk/RMvXQri8VydZd6zeWYr8u+ejXdS0HBjgDSEmNEpwssVFAw4/uOdI1mxPvFYtsAsZTpulKwMhYrW/qYaXH0kkAyj8lrjwdHAfB0/MPg4ErPDmAYJlZoQKFlvtkBvUounujcUV9Qna4hG622fApckX6UU9LQcXPUcoUk7Ro+O459mF6tizqfU5ibqNtRX321kywGZQ0OixZcA6PMP3qz+4umFbfmrrfFgWXkoIrYVsRq6egwaQdHLY7srqKBThUe1mOVi6c5Z66KrXXdWx0dTaJBi76lqw67Vb/s5zEWiMY9Kjd3jHyQQucxlJcJt/Ye7hnGNvomfoQNcaRsTqFLzhBS9KHkYt7rS9HdceqDJCUotS6OJqmKppBPdd+SxF90O+h0X7vqmoQXLNMdhtS0xq1JmVP7p1L3g8M6SiS5K4Hu7s8BND0VgUAgEE+TBJWC2fzcLuZj/0AYM9YBzN9aUSG2sLeqkWMsPVA/r3P0rElVWMuCSkWZHYqpBUp7PpYe1DAfNU45aDTF05QeECJOIsH1BmJnXgGft7C6gYRdV2gjmuaRSFNvVpA0lYZYi0JsI+T1UlY20aE7iJmzC9DDg1D3gA37MAXYLeruORoS5enkNkpPwPjaJiYwEy11fK0OllWTvIe4S3ST5cKscnm43QJJUxkpXV75/rqICd6rIEcq3uvk4sJhtWe0agkzm9KmWtHzGClE4370tFIiodOnptxLiEMPg0zmLs9of/RaatWJlx++SEv+GSjvZyrvnXt9Kk8WhR1lMVbL3HkvAN39EuPF5OTMnwndvdEd0+MEodDNb3/05YmjT3Ku3f5CeeNkyuJ9+CxQdT/x8pNr3LezKulrQodU1pY/om/PvHztdvG9vN3z/5iRcezYJxtotDnNfW8jTNi8lrkT/PvnyfUBjfvHG5RTGfNLIP5m72y/0izjOH6Cky9A8CjohCkIyINPh2BO1GSIqChKmo9rmjWNoduwcB5WWtmablOXFhoSiDa3uZjO0lzG9Nijtq3nUy/yXS/6A3rh287pd93g41Ru1PV4f86p0yZc3Dy0/fhcv+v7IyAgICB4OJRLbCTzC5HCOrJS5vtrqr5+cZHh+SiyjilRVlZuPM/nSrAtyqs9EAEu1NskSpDt2573k8kkEp2upcVsBv2dZ7Zf6Gm1TIJpd1XK0ndp2hPAsPP5Op110aHw+fWp9tPQNQ9nXKvNwjoH090zg7S6BR397MCcepW6HslvV6VXiq88yb8RrkyGXQpkn2NeXgyuGzHR0QFXPWuxIB1vNCIZ3yI0g3ef8hSeQq3wHg/y8L9CIS9XjIKH14GFN3QoE+or980eI/sOjhyz7xJLl8oImrya4YGdgGGGudreIl9c5PMlknrcjSorIPUurpJ2SFqdequwlNdemOdhVFcrFENDJhPe5biy+OIqaMnvMnKEfby8wjyQ98JFq0lQ7/cbADc93qWuIhtU+jr78Asfn242CxV6p6n+by7fscL9RvB7KHI9Lu4gzvJ0D/x4cI5eAg3pKIIlmDUYy47LCqSP3D85MUcjvo5i+bz7Fwf3sJ2QHPcl7QYsxEosCQmgNL5Hp8Gg0+usCHrGDrd6NeZo1OGgQ6z+mC1uxWa/vMG5x4ScXC3Uc+kbC/egoIEtY+EJCAgICAgeAvH8IbCgHzEX19SlVEoCQf5RpJXy4DaymryIRa9H8ph+krUPoDRtJtM7tPOjSKFcp6kS77JgXwFlkUP3OmSRt/M2+nWU3MLkDFHmYWQnmZzwT2pjDhCuWIz108ATRU3ypWgzYdOTRdHmaDOBiSy8QAJPN+CkdDzIxGpIALLKhVhKP+LpyFMkEoXC50ul/u68HaHSSb6NqeD5ut55PLlcowlsOa5ILVAxtdicXtQ2L9TY8O6jhIpm+Ry5dzMhkifkOP1vGD1csMK9KfcrGm1k5MyZ6en+/oXYXnrjp8/9uO/ZjV6iZUdyUEP6W0ebSr4dGEn75MzV1Ozcc+9+8enr+2Peo0U5By81hBx9txsGQR3+ZHog98vdenfRkYyYxqMlKTTWJydpFV8mZfq7g5ecnKxviro/OX447Vbs0Zjt+mzgOhvmwvoPHb9a8MydzT8sK3uj5PrjV69+keT9I/BI2ZurZfrv705vKtx/vnz3geUJCAgICAgeApVOvac9slBvVIu9beoymdNpNkdGmu02U/2mmTxVEhiYxCiMHLaPqkxItm/T2X6gsthkWXT/+qvHU1jo8TCZKtVsR1WVy7UWEI+X6Hp1wgS/Vadb7GmBfhgQ7FOg7wuHPebqJaGDadXPq2wQiQ4N66hVvV5c7HKhBnWIg/e38j8WGHiKdHxtrbdJ3tsej0p56D5X6Yxu5OEhCmfMzIMm9NOnh6cYSIWTSlsU4OCHwMGb4B44DfbOcNMh0gU0+fKEkjyr0uitdVozNKkj848SeRYX7zstJmVCYG/qATD6oL6Vk5Yu4x91dVNTp04ND5vNLS3WIYupqh7P+3bgmKy2GJaYbdX0OBieyFPo44Ca5js6/MXVHDtWXgn3JHcZR4WMUyD9zUuKnr/Tu2OF+52IL2k0FpLUQcHBb9K+jDgal+wnjXzPHDmYRC9JPIlNAH0qKiU2Py5zq3bv3XLi4Kfsbsy7vxKVshfvTj1IDxuA4PVXWIn0JH83XuMZ9klo50+jsUO2P6T66KPPRXwFV3iYvUXdfY9+HH7URPe+JiLqmmX3drqvh5V488EFCAgICAgI9p96Th2WJmNa+Q2RiMNBOrJUPvGAHp/ka7FkFLNct+OcTa64SmMkVXuVKoOBMlICK+7WQAHsEsoQ0wEN4Ji695LH68OiYFDT94QUZ5fzv5166STW0k+hXJCXktYHsCOejmwHB6+Fn6rQloO/xQIlnSzh2zju9W8DHJvl3NdIdvnecsVqQRuHg2b1IiKxLRmlFE/hvkKolKwZInkXQE3zboFg/RCCnVALdNgxDRSf0/d3enescC/LakhKunevt7ek5Nat/v6BK+cHCgouLxTlH437puHZI4G8JriRnSjLaGi8c/vdotjOxIHUqyMD/Z3d+b1xjcnbN4YHAPfEE5cy79xuutbZH3VmJLUg7NobNZm7aVOLPpFR89bFos4BVlrqlYWIuBp8i5RdirsYln3yqenBDy82HNnuTwhZVmNJ5/HrI+fzb25etizjXO7xJ39LfasGfaS40WiW1ctYg1HYd5tbZZ5kncV3VQQEBAQEBLvnQKhaNdTcfGpM56z3Fi5ctZrDgd85pdcbZmFQ6upN00M7JEarvC/vhWZ7z7xptip+678Ko4uXBW0z+jrtmLmw0GweHZ2fNxiWlyEcfsubb016rUs9IWhT3Z+xMh0tLcJSBmN4eKqZwSgt1Wr1eqNxfNxkMkgmJ6XL6npXfG3tQyls/nnIauPjXa6q5eXlyVmJxGCwjI+P39fr9ZxRh7al1M5gjDUX5kEPvFkoFLagIB2dTndfAKDQHH+L+4MbX1mvVnZIDCisvqdHC+59asrTPDYmhI0P/Yyz1SBZVgdSwoN5h8PFSoPB6ezpKS1tb8/jmceELaPu+yqDRF2M5z09UBtflSAxjLf2uO12Xvtw89KSw6FSSSS1fjuHwl1VEF4/36OwT53Kax5rcViNFkmx37vtP+tz3L3jTm8lHmah6JdXgn+jxUbcjnv94EP9YpoTM8eOTZwGpw3mnVYRwQ7J8ncX/Jw42MAugU5y5N1p9HvUE/7usDXR1Ab2ZdbxoMeDz0RcxLsvIKJexOJfUsPidgiup4b0sq4HHaLdevDa7tFvQPp9E927WXAemfWol+HfD/a4g4XHe1UEBAQEBAS75ZhIKbdDOEfLaoNwOpnMg9wNHm+zIpeJ2jR2zLbbmQLx9oOWIKCGooeIGsQLcjmfH2hsCEImrtrUWo2E6jCJxOEgeR9YP/R/nGLUDc9XUYY4TJJ9NS3dywdg4IXeUPh9fc3EYtR/L5fzVjvvhxl1TKPGsEXcPw5EIoEAmXfvYugwBEVDDmgXJVRgWWuaRy3zeD91qFV+KfIF9GHlmTk6/NHw+8f6wj06+oknsrJea3zm3ne9H5ZU3BqgjbxJG0gsyF0ouvlF3DfJObKH0D4je7XsUmbjW7d7i2KzB2kjUVcHsxe+vHk3KfPIrtrSN8I98eqlrDtHwbsPHv4l9Xxn2M13a2r8tTM9yIHoVy9l3mPnFnyfFjXS2X3xLTzXxo3OyPqi6dbnZw73/86Oe30bJc59IuOLos9PPnU492zypkOqZRnv5l8H5/4F5twrWC8GpX6NDvVe6U6FoMrjaaiVZoWBt3D23xMQEBAQEOyO9FqlfpTXnlfaJajFbFFoeatTKHzhBa22q2u9Ik8PnRVYR5fG2k9Va4echknXluHr3Noqi83qbhEyIK3dTuqxjltmZ+vr8f8lXaue6JBYbDo901EnR5adBzEmZrsWhpqCY+8yCSQSpRLJe/869X+ELD4+HnLSl6VIhhtM4OCd4OBBiGtbPFMkO2bgGSDgwcC73TqdrdUkmJioUgeyAfIAMpnLtbw8O2sy2ZxDsLtiNg8Ptw8zxpaECqZ1RtNq6Kgq3nGI7ka4XJcLmXeb09rTUuoB884A8850z4N5X8a1ENclniSbLMYZhcLj4fHGxurqrPD58/80w13qSYlFhXn3wmZGiwLz7n9p28zWk1NPUGtC8iOyae9jseuvBE8ndkccDTm4v/EvG3k15k7EZRgoGgRem5UYBm3p+9Iyg4gG736O9Rks/WRiJ51O3WV8fAY9n4ZCGV8KK8J7bUcOvpHIgslJtyKStn3tuNTMxCtB7wQfDvlm848uxaSBcy/BnHtu1CuQ4J4Izv3zxNSop4JuYHk3K4ywn9liaQICAgICgn1DJjaA0X6BwfSlyXinpwIUysZGYZmolTIFGekvRNZROkTbtTCkiyc5Dizn4+nIQug2lmxzu20pBnN8H7zxxvhwB8UoMOCNDCEAwpGDR+Hw4Nt9xwy8REZ6R8SaBLO7bEt/AJmog6yj1MmneN6UfjSZtIWp48/uZiLuymhdr3l/IZIE5j2Q0bpcqVKjIZG818HjjXIMOJ+mC/PuaDvpA8y7/6Wftq0Ld250zhOvZ4Uk3bt9s+lcd8Wt/itvRp0fLOg8e4198V5SQ9kuS9+diH61LOubpDj6ze6v+wdSR6AtveLclxfpDVl7794+AN495t7tog+vXPn8ampqZ+fFiw27yE8UZVxKulfUnXry8JmCznz2ZkG+FbITWY03S64c/j4qsftuwzYh+dHUxjudBS++PFgQt+n0K/XVXnDun6TeTTrxaPebqHDv/joNxle9d/xQ0NXLV9cV7qyCN7ZenICAgICAYD+QFZsc2rd5dqZhlotqca56YtQxzMvLMxqXl7HfwYgONYBtJzHyIku191tnl8u5D0rM9Fq1pGtmsa6l2XOq3S7ssVpMk0oXzpGY5cXSDoNFNcNh1gmX+saap6Bxulrr6LEa58e7DIZZ8vKyy+XdESDABRccPAjx5QkJ9MGDgW8FAQ8GvhT2MKamhocZjL4l1Jbudhsx/94B/n3XL+8xeLAq6LgXmFqdM3qFttoMjzBs7hO2gHvX2SySCXEtHmWOcYxb6ZrAzLsezHuzz7yPWu+Dwq/HsQzqeK+SSJzO0VG7HaJqmkuFo26IHOooD93ZvIdi3t3Ww7RDzgx4d61VbzH9Vd5968J9jR8PNsY1RVTQnvLWh1EpYSXsuZhdZ7T450gcPTYMa0t/nJUWthCXtNvG9M1Ex9TE5mLePSgsLC7O3823RhTzVlgKrHCIlvigIN+a5JDLoMmDWZfjto+CP8G+BosGR7A3/wA598eDutllj56lvQyFe8Tq1NTzEajrfYWXo3K3WpeAgICAgGB/KJfqwDEWMnW+X6eT2+DXTzMYG7uhZaL7Pts+SqnaxrbLxJOaHqwd/enIYZhlGZBrd0kNfB1HzkDR8Jho5U2RFBSnQPJ39Bv/J4FzC6glncMhkdaa0pHRNpMUTD3FAjHw+5CFKBNNkFUUh9yMHYRAnCYpOBqBMvBAfZkIdgw4JIZ3oVM8ISj8AJZZmR6AniqaIabi14v8tcwgagWtzBbMuz/Na+YM/VXe3V/hfoJ6MPmb1+7Rm4p+WOjM7k9BVCycK2LTn3ktM7ksGs8h3oAQJcckzfWyS2KzE2m06dSKb0uu0emZmTl7/q5wLKcs6Q67aWHh5Mnp6YqK/Py5uedyAm3aj85JnqOf/Xp6JO37sMv021mX/N0Bvok8d6d3Ifvq9ZGKD+nfULc5VJ/ZuPB78Hvn++n06A0bDEdyIs7eODSd8u5cd8V7cM712s2VKMiosNSnXlkt3A891Z+Do++egICAgIBgN4SrBRzhB4XCC4IO9Mv0cImJWfdBJKnFZotfV8VVJcxThKQ8KPE4FAE5/oFxp8fSXQmz4/cXmcJqaEi3K0Z1KoFEjeNgIDddrO4gm8bvUxbdCm0pTOaEZHCSlunWU1TOcRNZqa6Px98jsXcg4AQbYboCFpu+ezqU2KzWVeLD9728wg8XhcGTyRLJ+DiMY6X0uC/ATKfq6ilsCGsfSauANHwKpOGPmyRkZVVxbXqgtRQGN70SXjVBm01l1LuZLaSp08MwF1UI812HdM42AXkCf2IL+nCg7EmKnqlYgo/GFKNUO7pIUXWhOb3+8/nT0xMSBAKdrsfdV93OgwZ/LUff2kZWVvp5E0LVUoFFN6SQMxiFedV97h4UT7P+/4aHg7/CfY2ymDsw8jQF2qsRNyAA5ub+Rq+vh0vNoPeG3QpGpekhGo3Njonxdxd8RMfEhIUFB6PA+rCwT1cnkwZC9MGa2K/hyg7R+uk4O8tr6BUQWH+Dxj64XZNRdEwj7AbAU93cgX8phgbOPSWsO/Z9iIX/cDVR5gZt2vdWeLm61QBWAgICAgKC/cAlsEKWxrDGm95+TCTmXADTGElRbbyZid++atu3kpbpIiV/CGtK97p27FsAHpBUvQ/DnFY8eySvWu6mjJOXRf47Ih4G6HDjelQoi2X3oHDz9VTtkMPzV1MFYfA6ipXTQvKsNqZ7B7EqOBSYOqvecRouDkJFy2QbvLceLCUd+sYjPfILFBtZ7e+Om0EfEh1H6IurR2NONQIp/g9IlXRotWH+V2iXn8D1JiDvXufz7jwOZ1/TeLYEf+FOzUnOapz7orep6GxY9vkrg4Mp/RW5JUXsu3NJWZf2W/dCjktWw9y9/DcWclMGabSUlIUFNntuLjlZFI1n+2J7juXkzM3l51dUTE+fPPn1QhO78bUcamBLcqnPJc0VlZynpZ3JrmCzs3DEV5ZlHS36dvrMjZSzva+9vuUuxbGcjPwP09Ju3Cgq2ri5cCSHDc497WQqtMqk0d6YG/AV6tejUlNQQ9EKab0PjF8lICAgICDYD8oTuhT2D9q1HCVqB+DGL2uM1ebCdreVrFy7UVWCTaXQFkbat7HtsvgJgY3i1vadbvfYFW7MtfsNC5eFQ+62wKaaAZlaSkKefYxUx+zRG1WtbQZyQjEOoRo40fGVYL3F6mWsiJ4VCKDxG2Ot0rYuXoDc8zWEcLBzD6Ae8vW4F4dWH0oHbttLm8Rb3k8qpT4xj1tK74Ha+OLiSfDvlnGnz7+3wCwn6H8HQU4SojeDotOMWwQGkOSV4bgzgdY4lh5fPAG7KU7d0CLTt5vCILUweyg627hkNkGNd1Fk3iclXbaZRYfWzvDwpkDgu/VGmwWfvq+Nn5W02qyLWmEz2H+ScHRRZxOQ1fE7l+/Iu5t0RkUdePfC6mq3WwXjrMLDA6ssAwF/4b7GcyH0iMu+6PVXWCNhsfRnHpbujY75hp1PQ8OHglgs1JoeaJW9DXFxYWFo0fdZ5yJe38WQ2APUsogfwLo/zmLR6f5ujIimzsVOwwOej7i3zS7FAWoGpMvATsDmzYUMzLm/4hvEijrsEcEsWtjJdYX7S2H5Wy5LQEBAQECwR+r5o2AU+/jeZvRQaRsErz/NWNrY1WviM6Aj+qNI6za2PV5q842e5MmtApxi0iW28BeZDJ/qfSGyWs6h7IPk3ZlyKep8mRV0YYUzGsLqY9U3/5VE8hi+h6/jWLErMmpavQ02f1Vb9TrQMFYbpQeK93afIEeKvB2rs23kCfGeOkXCxWQ4vwDu3bfw2wwSZ4gvCHTRWrGEr2eSeN6JrW8zWgLR9y5xl6aO5L1rHuMCxYArpgYFw9d5R8TyeBSK+IEZwvvHbgp36nMxr7119GL+tbO52Ylg3lOyby2czWfTv3it5jmcOYl4gcb0zBo6vaSkooIGVFScK7lIr8k8Qt3jN+zk5Lk5GBOb/VsU7fzC2e/oNVmvBqbyo6mvJeUXZfezWNnZeKw7Nzo5ib1w5UbU+c78o88d2eom0a8evZiScujQwsLG5V7N+a7o86ceO/RO0Etp3z1XgL7DnHwq6FBw6oZcmeDpyxvb4wkICAgICPaD8gS+duyDZuZ8Ajr+KVMK3HXQ01tq61oTvsXF4+MOLa/QTtJT4OjiJtt+LL1eaVINuVvAgpqFDv18m0TtJ0MmHEy7QeBUWRfrtNWMZmivFmrdizM65Nl33Va9GaR6i4uXlajrxWvVnVhhrHePIu2t0GLlch+DcRpmOSFOn/Z41jR5i3aDJQe8dXVALC5uXkQuXFp9iDGG5zQS2ySSvZpx2lNtx353CRtzymRecPdgaxhtmJNva/P22Xjb5QMqavBTDi/ZBNkgsIyrdBR9D7xIQpLZA0NqGWNQvI8uWim6cYtkFvYEXOkBf7tKDxcnTErAvVOsTIXQDuZ9qrpPq1jU6+63mZRKvLktoeH1sE0DQ6YWHcJqzzCcXm5hclDjvHLZv7yXhS8rTeNGvUNr9rTz4Dyum6Jqk0wU73zWlauuAu+uUyiQdyeRFhedtkll7UPx7rsp3Fc4cTCTzo6t8EbABL9PG4zIxxu1EiBUKlLkLBaqUEdo+ex9meZKpd6j99MOeZekZ1AD/1NARL+Jrgmvdc+JyYfw9VdYnSHb5cucYLPRU9y8nIj6FaS4Qwx98O1H0UZBKubapzGFv8LjwSkP68ABAQEBAcH/GeTbn47U+qSlS9ODNDCHsv4mZDKJ9AFm211b2PZQkUGjwPxnIYOpMeDpOhaDaR9lenyhJmjOpoqfgKvnOABQczWZ3KXRQfHLxEritUj4jaCRohhy+VrN3cqf3dCYTt5N2IpYvGkNcqvGuPoQPUzvlwcIWN805HQ9EO2z/tq8/TQBV82Bky5SY0NYmSQz79Tq1bxNauHoYU+gwxf3vysqySaNXt6HxfxjQf9yhca5vjELD+FiiYYjr8YGnT4NjfNMTRdeeS8TGfgX5B4saeYUT8uxkf12dSEEAhRPgy65mWHUVD0U776Xwl12JKMm6fa7177sLBgceHOaRssuKPmQfjupMTOzrGxf9a9M1tBw9+65c4mJqSOpb1Z05jd98UxNZtkTgdfa65DJMmua8jsLRk6O/FaQ23S3sSbQBaNrGs+dS01lsXJzb9/OyvLXf08teys/bOT7z2glN0Oytux0j25sTEx88cXc3BpsWurqb8vulqQdfzzoxSdvP7rwyuNB/SXoiGpaf1rQOy+++CKakRUU9M6T0w0PqV+JgICAgOD/S22VabTv6XbFvBpqHm7lrMUhfDpPqLUIVm4gk83O6vXNze3DdUyLYHNVLitf7mhrtTqq83jD1fLRmVbJcugOm+ZoKGZHh8k0P+8eJdmHhz1TfUt1DuuME9K1xbV7KkZRhDgKEYcRnhBYLjB1jducRhgaOuqog7Gh9mazvY/EKORNTSF73Adt54DcZ8FHdT6cTsEqkx1V6o3gTiBco7Z20xpqGGi6+hCWVqfvgY0zK2peIW/Brm1pzIxiXhhThXljYySSGYDnAVjhSen1reDgLRYDPNXJjgl40vWuyvja8v2szR7lhlai4bWCVji7Cu5dWNoH/emFeebq0hYHUz/ktFnaJLPwyPXleLpNNhCunpCYnEZrT518yT413N5uHnM49EPjXRIJyulfmxuwE6G1yxKL0+iGEwiM5jyP2e4YnXeaDMplV6W/BbihVR3jziG3fIkxzOOZS5l6jQXmu7r8vMNSaWur2720xOPx8uocunmDpKp+p4/7bthL4b4Cl1oWMhdxluZNKjxEuxIbGxe32/mkOxIT08tOjXoRHuU6qzP2Xsg+PMazB5siPmEdgh7y/rCju1mQTkfWPTg4IqIMR/99JjsMzgawEpu20+MxMSjzJixsYzfNinOnP3qO9VhQLj0bvdAQVHMoOBg7aoA4TExPJSAgICDYb5QaB+hKhRS1KRwTKeV2+NWv692nWCyXI8dYx5RuYRhd0nkmA8TlB5HVTJvUr+8UiZC05PG88raZ4ea0CcS4UrX9goZ2euNfkMX2rMaHr1CItaR4+8jv871tJwn+Fv0bKJdOYNdm0NzHBDsaeAqsvGbrQdHrJAhfR0+pFeLXlf7fgN1TSTbwnZRFUrVPkyPLfYokpBj5/N1HraSLqwTjnAurE11h64NCEQg2Tur1RyW5jXLBt2OBRp3+IZDg3Q2QCmaY1dhHBX2AdQJcrfICgVyOLP8jj1STnDhD4fGzH4X7ARk1OSbuaP4bX/+e2D8ycuVKdnZ3d2/vnTvIvJ/YzwsuKwtpfOPa751otOpA/0LJd7dDal7PoAbWnr6RI0feiis5VzD4+Znpgcsld5/JvJSz7XjmLampQdb9/fezs9+9m+nXumc09ub2s9J++/Zu3KVnt7pBWVlu7vHjqam376zvuo+Wvdt9HYrzkprLZ14O+vbdguNPgn9/Ef55+cZ7vsL9vcsPzG8iICAgICDYC8UdGkc1+HZNcfmj3PKqrnkzo5AxOqReGXaUvrysUpnNhYVyubPVVbvxr0BX/aTEaVTYm/PMfUi2k3doFD5QHr88YTA4nRyOHUz7FGbah2a6LFBs+pljuR0Hysvj45eXlUoYCGpAfn0IRLQDlLS5uY9khomrYNbHYCioUF6HMl04M0ak1C0mMN2SDiVmv3EkzP/lyCDvBrEM2wYIaK1GWK1IxzscSMcvLSEZPzXV3j5GGjNX24XwpC9wrPoZowr1whsMktnZDrDwatiCKOcG1mywLeHqhI5ZQZvOaOV47ftUc3s7g6GtGx01GsfHDYYOeEhXfGAxQNzaSmmHZVxnZDqEMMmVBzHrWi2H43QaDEql2IXPZoerlYLWGY6jbql6+DRvuLSFY4UdHHKVutzvFkmxVNBqtDrkv06dPuWx13HmLYIOqSt+59dMKnU6mY6lvnZeczNs1jgNs+p6XBeKi/0o3NfAQmASU7zN6FFRyLwn7yKzxQ8noDn9bNhhLGqlPyyf/jp1z1s/MSFfYgteZ11mv3YwoC9yCDo9KgoSdoJ/wGHdo6l3Ej8PejGYtp0gp1LRYp9EJW9YKiMGHUVNDeuHIbaJERWrGe5P0dJ8/3WIVbH1ggQEBAQEBLtDwGSs+vZyqQVk6tuknnW6UkShoJ5eEkkqfbA0kfBHseD1PIaVr/QTBMOVdlD0DIbXqzIYHDDtlXs0f1yplEz2TgBl+OK5V0A94UzOEGVeI0BeHf+UzX86ImxbwSBAbfIoeh1tLayFr3tBWwtCSEqnQNgKmTyBVz4HQjiah8Rxk+xYwLnvPWUyUf99/C7f1XSyhDIkF3o7yHfzEeGKiiFyXevbD/iAJNTY8KbyuKTjHCF2SOODSAZzRqD0f0xDJmrjO3ze/Vf5PN/PYewA2N/C/VhZRuNbN9nnzhUUpKYODCDz/lPT0Wdeq0nOoAbw4voBNacfvVuykD04cpU2WJH7Ru9cSAOI8j2U72XJcXfP5V5JPXPmSmdJ072QS2UBfY5raq5dGxz85EY/DuvOlTXc/HJw+r3PO88mNWz1v4tMdu3a4cM3WOy7z7269qXnSBk6ino4NfXN60FXum+lPv9A4f748cEndtHqQ0BAQEDwJ3tn/5XUHcfxMzj5AyochATUQEC4iHoYlGIuIqWUTPcQ+bCgPUgEC2k6PbRBD6tJa63cwodchlZblNNZuk1r7tjWmivXHjz7Zf3WD/sD9oN/wD7fC/iIcjH3/H39sE6He7/3XnSn933fz32/MdF51sfoqg/77WrHWLnQKebIyr3skAYXKQnXqbIyp/Phw/Ly+TEmu0UOs81VGaQ13+ptk/WNun3EkuYoO0D4hlxu+2iZp6VFLG5rs1pHR93gtKtjqqOFiNRrlc9Oq5DH7nINeO0wwl5WZgKntr+/Hrza/n5w18mx9VGwqDvBW7cpBsG7frYu7iP9U2GzHXBBKhUak3e59XCZPX4UkWOFwXjTQxS/fkvc3G/p6m9sAxeeC48gGN2dA/BNKBRj9OlpM3jwsW3o2BQVm31096lye1+ftUwmC1nlXV1o/r67+6hLMTY4TQTWquMRhmRuS7ehr0+j6e/v7W1uNpn6wHk/6qL7ih1UltrNrlL5vN3+Po2pv1EsbuacP28vd7l8vtgj81XP+tyTfq6Gxuk1NneVCUe7T43pHDXL+e7r2DpfJ/jubf0VHb2N1mC3m+5zKB/rJY0wqyvcZ0hPZzIjMTDXBdUp7zE3rEYQzHwyWWeyfoOR74SEO7k7wSh/TNUqTzzLrAY/Gy33WnbcuZYs1laIqAm57rEeMjzNOiN4OSEp+XT6vLKlWVJSnoSl8uY1u75FynNBxiE4v9zciFyfFe4JCftZMWMpMRgMBoOhCvLbb4T9doekD+zTesbAzKdFdJcYBofFYunMi6oRwG80dJFWbxfXGyNspQ4isLVoIbD2+RqNREKseEAFVd9LGaPI6iUXDMPnQ3ajpofsJx1Urboa+TcQUPnAh0dpl30aGUTURBpoQ9wQN9MeaqwQEN9NH6JqQ1NDRDjQYw+NJvI0BR7AiGUaP8MtnSZWpGNVKoNh9jUIo1jL7YTAIepLsVV0Q7nGRO4NZadcLtWReaXqKEMbHpUXa1olttjPKtRyr0HGQU8dGviemP8nUONPEu5TU3l5qJ/0/febbt/J2LHj7s5valkPjm/YBb547Lsiimwq+ebi6epzHzblJ1/4/t2LtQde2bBr88p9d7X8Qd4zB9vfv339s+R3z2Q/OL53c9TolyUoKbl78LP9+dd/+O7LvJN75buXu8zNJfd2XLqan5Fbe3bv09E22L79w9vXnvyYuWnb7OWEhPvz+YcTmi5s/eGnhA+e+mCBcL9dy4q2GAaDwWAw8VNXbJD17mmhjTrq1rAdikoPv2JYNhAqYVrD45kH9T0Vzvp6q9Xnm7sbj1dDwFhDK8corh+2tJYrcpawcHlFyoBZRZfae2S0FrHR2G/xeHp6FAplXPKGV8ReW0UQxebpQbrCfUpvB3vZY2lsbjEa6+uRyw6i3TMx0dPjHXC5BnOKHf8Zdz0elA5zjs7nggn3yZ7Kib4gej+3C2XS9LbUiyuMzcNtbY8eck+0Tui7vQNQ7QTj6GYzQQQCVWvZizpw40GkDOTkDAz09ASDaGJpuFlsbG5ue6Tl9tgl7jGfarqYqKlSx3MIh8NFJqZbYIjeWNEilsn8lV43XTddXKOkcq5FjmmXu8dPow0PG+EJj0xmt9tsZnMgEOssqhxjA/ZgmaWxVzzS8shaWW4bgycUVbxl9mKrbS5/0GS5VV/h7JJV6iHRBmz32Oe4HH+ScI+Qnl7LPJ1yORwEszXlY2bJajvvuzJr03aADQ0aNiMl7cvMJTxsqmxO/zHrt6TXE14W5KZmx2viPwi77qWpx2O47usSH6R+B+d8NXWJCPj7zJdhoTTm7F1gSLgjBBnVqW+RqTLzhTtuT8VgMBjMqhHy24Wk364TmsAQt0gjEp0nd5CmJZ/BWGhXgsvIGIYcmQZ+kDG2TPT6brlDMg4hNaTzyekX9qzM6lUTZggNgcIe2oylC0ZqL82E4mHo9JUHmvznqYEJdxdE01TCd9fFaZn59tCPFZ5RoFh4AzyjcKxeGjmE5kv8QhNE/odAqTd9kHczuJKE/vlR/xXisjij/tnSo8JgxLjXaAwUY9fVxJABbkrJvZyaIBXfvYboZFjI508oEt4WxzlGgxTuGzZt2raN2oOCOJmaOpD32vbTpcmFd5ru/Na+4+DOt8F5L0HO+LKWdBxMbTrw4qelBe/vv73/sx3vnrn3xYOSTbtif41LcWQq+2Ip2O5NGy99d6aWBbZ7HOL9eNh1z/3u8wNzzfLFiOQlzDMf/nr46nefvnIy2lfPykve/3XSwZ3H90Yupf3Q+oTnXj4MPvvz+Z9sv5Rw+Pr160kJVwpR/1WIQwV3V+tbxWAwGMz/G7Wyk/TbDQ4lb+2019o4YqRxfdPkZ6LAs4pTjxo7OiyygQH1nH9xRTCsMmbzc285W5ppsvGBnOhTvaTXPmhzV/Y9anRW9PZa2oKt3QMOSh03IURsqPB0mKdVPoXbqx/lWiHGpNF5s74FZcXQTNrzE5Uwuz2Qk+OI5N9gFlKXk5Mz5Do60FlunxAGz0NHLJTEQk0sYDTSaI8ecbmtrZN6t3uM7tOBNe4gCPDfVxjxQ5KTo1B0dvsnTDRLP2TOwGE4/TBob/e6IcYn5L1TX12pVCjGy89ru0jn3Shuk7WC8z6myykmlFSWYfvGuseRcd/b29Hx6FFr6yk3ZAk5YtWdspUq12TYd6945CF9d7NSuZzvXqW0DfRp2/oh49740DrpHhssDqy8VJUU7luz7jKZmZmxtn0M9iXmZT+T9RaZRX5FcCHl4+wNjx8FM5fN6XnMneTgd5LgQtbFzLhH1OfzArMUSk6h5Ahs91dibTwf5LofgotMZcby/uWZtdA6ezijOvNktI8fsPKTPkjISk0P//0gzN/fyd0ITwMSErZCkvvV5GroTj2UQb5IEKYQt6diMBgMZjXIkZSRfrsSrCYpVIp2cFpVEREcMDBg3v0GzUosKKEPEBNcNNFbIWYsk18tkk9L7GGv3Ql9lp0Ll4mNUqWQlAvBZSdrMUn3lmPRnGdMSm3x9mtiwvDkSvDgFSgbHgXDz9jvAMhiWlA4ypCu1jsCDpVLUg6B+kaymxR57xwal9EpVcUIH4pCAJz3CS4nHJ7jFMu45ZJp6sHeBGEwRC7WKA4KbXQqL+ci370y/JTCqdFKjsY2jB3hRgOUssQ10OO/0DCkcE8p/Xbnznv33nyzpGTv3qdhTHzF9wFLIZdveYF5Mav0QmHT7Z8yLmw9dubzs1+9cnzTqjnvR6a25P346Q+Fv92+3fRW9bF7Lz545XF895K87Qd3wLR7U/L3Z5gPMndto36WyHUvvH1V8P3Osw82bFtOR6s3sUp3XL2af+7eN3v3Lv74eElu8pXD73yXtyG0CBLun/1wKRkJ9YKPCxKuZFQ/81ZCUn4kxx1xecNj3rFgMBgMBoP8dmkl9KUiv72ohm7n1Hc0c/UOpK95RVXTitbz/JHe4Qm7sm52F+S2S91lMv5IS7NHK1HURLM9eWrw2nU2byUXee3NnDZPT7nLNneZ5UA+O1E8PeijS73jlUGryTIMk+wtw5x+CDgM9vXYB476wHGNtQwmKjx1FXjwOpiDH5gAwg78MBjjFc3NFovHyuXa9Z0QgO7TDU6bwX9XrlVTC1JfTMABLyQM9ExYPTRL4/At8Pg5HBnXb/faxnQqM3jvaynPkyDnvbs8qKWRzrtY3CXrq5TYhgahK5aKga9UulwTE21tw8PiCrFRY53UK3xoXH75SXTku3cGtWHf3VRJjskv77sHHKfKuZ4uCIRv6ZW1GqCHlaiifJFzIIX7p+HS04Tk5NTU2j8jej0CSm45mHKZjIIRZGzNSssuWU3nfV3iFvDd90OZ6GFB4eP67onptVnJMEd+WFCQdjY+JzuPmQxlrFcEB5mbYmy5l5x0T0qN2p10MvMSvB1QkLKB/BsS7rmpX2Tmwg77U/bDf6uzq+eIdgRuT8VgMBjMKjA047evJbww0VtBs4ezq4sIBUyT7+GLDd75u0Tc9maOfcnU6iK5Drz2xrBRSWlAeC4BlU1SyX04k4nCFw/TtIxu6Rg5h49ZZeTyUCR8kGuCt4dn4+Cd4n4yBX9gNapY64ghSLvRkoH/oZ+pBTLmO+lx337VEFJw3kM1p8jV1ggN1A181Njbx60gDXEUAKOnVHhaRAzO+O4N4LtLYk+dq6R+TWiu/paGQa2IdQGkcE+r3nr16htvHDp07tyxYxd/ZH21d9e2bYmJc8fWVgn1vjfvnzm2tXDjq29ca7qcW/rRj2ePb5ranChXr8q9wrp9mfd/KS1oyr/29cbC0mfOPtj19BH5uhUuve+lL56pbrp67Ur+uY/ePr5p8z7qC71w/4fC69euCEpf+2rXkWUvbSrt2NeHXr928Jmpqd2Lttt08oeCw68X7mBNoXu4u5e+Tsj99IuTW0Gg/7rjV/jvJy9+skC4C858Hu0oGAwGg8FQR8S2jcv2OG+NmpUiwjfZXD/SrDWokc8mYgd8bktjw8jwI69rdgcetJTqfEGrs6GiwuTRu6IJdxFbriSmpeN+U2MD32kUc4J+l4KK0uDx2GxUgkoQPpt3PGjt4hhH+B1OGGse7pJpW/VexZD5rxHuIlFRGDZbPgcoII1KTU2AWIKamqV2mruwXK5msyPHfMw0kvhRq3W6MUW3vtJ/Hl5fbYaR9IqKjg4+39jS32Y90SqcPCq1DRIBuJQq8jxXdH5VAZ1iQN+qbYTlbzo7YPFGk1VoPzoGC8O6bLaI4rJ1AYXL7i+Dnl5YBp4HyU6Mem3Tjpo6OYUzU6sVilG/hWM0wgU6adae8bFpOLyavZyHDu96mL2THhraaQ/fpBkfn55WKtnL2ujTCnvQIjY6R/b0moTesQCM9VO9wDCzqTIsVlpaSkoGGQBzXVCQuzP1S1Yc72XGBzmSnpIsSIKDXU1OSX2PFXKVV4ld2R+nnCN999+ytmfGcr2XpYT5KZnbkp/yS3wLIdf9SQinOcOKGvg4A5p0v53wesal9CjPB/YlFsB7AfkZb0JIzcWsX2HGnbUmZUamo0n3+RzOKF28CAaDwWAw8TAk6Qr77UqVEKbIe7kRd10p6YHpdqfmxHyrnCC4pNtuoUnpS3mcxVKG5hbpNaIQ7DHqXnsNMSZlQAtouDMTzFQZdwLs3mKqduqqgapYQ5ySoG7SCOc1JjQVvgi4xZixqeezB16hXYKJOQtDualUETlm/Cb0KuNQDdH1UMhqpQ2HfW0EKmLVMiYlrsc9v8h7C/XhhTs4D7kTEtfMmxUUqSMU8FjGQhadorPzxGPfm1XjjIdk8DoqPK00DFGIgCkizAY7pzl00hrN4laDhbDhuVOQfGyEiljH43xcNCvct2xhMo8da2/PF7zxxsbbBbnv/vxebebeqakjR+CGj/qINzWOvMS6v/1YdWHTq1cO3T73zs9nag/semnbkX2rdKCpA8xj75C++53SY2ffJH33FU7knLyfVn3u1WtP5n+y8+xXU7BOrB0iINc9/9qrr96tzZxKXMZ1V5/Ma7906Nqvbz3Ysm/fwg/l+75vf/5Jwa+1G9btvvhzU8Kd9gNrStc/taRwf+7XlJVeKAaDwWAwCJ7INt5I+u01RWbFiRGn0+J3kx+wldPjfn7FzeZgz6xVzuNBz77PSrrtZVqFbrGa5qHZ9MCYV2i6RXrtluCoyxfbaxeJ1GqlMhAY9Lm9/hOyNmPDCPLZ67s8MAytd+kc6hUOWC8Nj/TU2Ww16XaDyx/yzSM2uc12NIx+vFI4S5mpzdLV1rZIg3c1tjREh9/YGEWz0ywAd87CQqHdOxA5JpjQEQIRe76qKmTMh3z5WA2gjwkkAelO6cvtQa0s5L8jh3zE2Njf5RH2jHfD+T0LLnkdst+LRMta1VGpMw+5Ou2t2i5YGi18k9Nl5Y532+iwKDyHgCcOlJasCtBd5eC8D4Pzzm8wDj8k7XvSPo/tbTvMXj3X0wwWekNDo6kPfk+LkWW/7I6iQLFX7zGRvvsek8nrhfT7quV893VqlavH02h08js6mq2VNl+gLlaG/BwW57jvS3yBtT31k9wrSUgf5mekZF1kbkmPObWzMhLT89KyyKH015M25p5Oe3GpKtGVgHz39qQnE9aTvnvU5BZq7Ev/MmTgZ7Qz82JtPJcXmJcgBGZjchorysunc0hMPZjwQZIg7V60D7enPA8/hrPp76XegaXy1mwn212jC/eEhA8f50IxGAwGgwmoNDDni/z2Z+l9/BtPtElC6e0iuQ6iYOamuZPI5QwG8hqXdtsDqm4hDRZCc72V4LXHNjFJzKpOg1bTGx6urhCbNELG0VUpn1ySKpUOnG2bBFWMMhjwfibQFjFTl8fI6YomxeMj8lAhFh3h7cmweoRUiiz5vzS0PgDdWZ2MCW4Z7dZMtM8evpHmEVYavPRB6k9UFlOlUhhGuZ7w8wq0qIxRTvfFt+Ragi6p1ERih8SaPsMAVfO+hjhl4Gqc5I5GzgmGjcIovwh8d0OoHpbP53Ld0li/5WuJo0KZGB2kQSwzUIilCYOFOwWwcMdgMBjM/wYs3LFwpwAW7vP4G4X7LFPpXzI/DYevP5f0We67qbUxBOiKOZL5ReppcpZ8vSAj5Vg2K74Ul+XYnP02Kd+fEtzO+nTlqnZd4itpxwRXEp5Kakp9O3HRTMtSqBPvpxYi8Z773rI1rOsyDwi+TlifnJwYZauLWdehRbU9JR+SeL5Ycw/+TCLfDvgsayukuKMk99fhAkNcz3pm8QIYDAaDwVAjoNJCtoYQAi9QkvsTT5SFZXsNfRSm2ztofcSsiOHJn2Uw+KA2xWJpVKHClo9JtJwOJGbEWoOCoBKRDZPkBoNGE0r4QPcDQeGAdJpY5Xn2GmIQlG4naN5WkJ40EJ+zqSmzRASyLDJyLpHMTJwvOcy/arDl0zMHU0i94VPoEZ4In9VsVewCIGYTPtZyK9GQvAQNyZspzGo/BiI5ASWs44w+mkV8M3wSe+AlT7ixMHTT6bF2XwqRPECXwv1TI/zmkUtyGrlciYQgYu04F3QX4IciAsQNMQfG5ilmGanlOuloOHqdL5YJO+kUGsJQLHxIvo/wrVxbzF+SgFTPjTQa9M2/I14CLNwpgoU7BoPBYP4HYOE+ByzcqYGFe4S/V7jPsoH1Xup34dJOVNiJ4tdXTVnPsi5xQzYz6x2Qxygf5f3UX1ausxeyOfvzlE+SDoN8F2RlrbwkNpH1TW4hOruUd6mfmzrxIhm7/lnWl8uE1vMS92Z9D5HuSdnZiz/MY6KbGgRzzZcwMoOSeKB8SZABNzv7U+cOzKwXFC7eHYPBYDAYKrDlQggMCUocc5pTETkMJOJ7DXMiINeoJXoxDDOIxRJJtKUcqh5S9TTwH3LdVGcNNBp0H4Cw0CoZipi6hyLw+iyZSO6HcJrFAykoFwV0rhDp3G6oXqXTB+fcnfzzKQppe6k0pOytmodwOXOD1yMY4UJlmj7YRg8hMH9aTM1aukLSyaikdaFfjxBiMY2GBnoGVSt7f1ak0kk6udrIgny+RmMw6OJaLCAdEHLDoet7OP3CSqoVuyppOcy0oF+aG3wLd1RKYR5JpeoRNovJllTxeaEiRtss2SRMntke/i3haIweYSzc4wILdwwGg8H8h8HCHQv3xwYL979fuEfYlZnHfCYcv35YcDllJzMvfXOsneJnXXoJ87XcC6CzP0j6OuU0kxltfmQlyEG+kzHoGRlpaekrLIhdl/4meQ+wPrk9+0CsjSMkpr+XuzFhfdLWtOV2kWdnJ8F3m5W1+KOIdGeueSX7HEj2LFYkzz0/JReGZWa5Rv2sMBgMBoOZyyjMtciEujnNqUhXSGHSoEF8Ys67fUV0Kc2C+lMZjGjLKCQeMgzbyPFLpuXLy6vd8hqpe1aTIYG38uGKCCLVIF3BYAiFMFAyb6KkQmyheTTolU4vJKTrVFWxVvp3U0Ogt21dkkm44BNk2nwkJT1CA6eR9lBzHj4vhy3jfAE0Fjy5kq4wGNCPIXJDhm7JznPtBhud0tzUAiB6VCpFy80uhu7vqC9VRORI9FwrOXuzh1+h0VCdvFGqBsLyfQ+Er49KdbG/KTPIdyM5aVMh9hsGY0wrFRFDQi15XjdoHsnSL6ti4R43WLhjMBgM5j8KFu7/LbBwX8D/TbjvXqeWJ26e2rXp+Nkft5e+c+7Dl9+4vrHwQundey+ejNL7uWJEIrl827ZdG2rvlb5zOePllwWCgoK0tJOUh1OWRC7fvPn48ddea28/dOj69a3VzPvb9lHOvI8gEm3edvxBVmm+4NrXhYX378faHsET7du2pfbbJsGh/MJ3HyxZwSqXHz9++fLhwwUFX52cP1WzTr7l7Fsgy7+9n8e6kPDBU3c3HwsL9a/Ptb/z/hzhvr799BKrYzAYDAazDHp/4x6OSVo15PJAa/wJWzEUz9SZO4eNN4ymHnNNuN9nt3rQ33fz5g2nNThtli8YnFWrvfqHHKOzwimzSmxmstF9qX9n2Wafd1wrE4udzpGO4f4TrW43QdTUoK6dJfZYhqKAQ6fQT9ortdYuSz3qz7/Z0TEy0tLS1ma1CoXl46fcY0MOIoAa+qFKH7olobRIFLuS598Nj0c2SqlRoxT0SdXU1ASgv2l6yOZ2u7uh3ylo9UBxFKehoQO4CYjF9b0ymVbr9+v1LpdORwQe6xvi8YqK1OqqKjhuYGjI7a4Uekz9jR0j/A7nTWN9f9f5oF1v09WoKR+Ex2Oz0XIEgRajWYxOJ5y3sd6jtevHdBTewOXx1Oq6uoDD5hIGh3sbGpxOo1Ems9t1UZrD5u0nUkOL2PSQa5Q73AJNYEZxY7DHRVcvc0iRqKoqEHB1nrCKO/gdN40PtZOu4qUvlceDzVWdk6auGzecN4f7/X6zOcpm8Qn3COsSS7Lfy/qdjIE5LGjKTUljZi4pRleOmnU263TGbaRGMzJSU1c+mj6PxEQmMzcXLXo5+SJzKpHyb8sceIm7Uo9BDAyMzDOZsTaOsJd1N+N5+L7eYW1YeqPExORkdLkHMheOw2/KRCddyjzLKoA/dybuDAv155PbU9Dc/YxwT66OujIGg8FgMMtSzu19olEzBn5714zfrlSVQxS2WDM5E7++Wz7IRRPvI9yJxbagWj7JGCYn2z1cWww/m62iG3rC2SihqePHcNqLiGJIIEGRK3NGq0PD1Vwu+OuSMbqDWMm/+P9B1hI54K4fBZfdz9UuiqfZw+GEvjMUobOK3xlB0OnlMIHfyAnlBc1m8xMxHsr8wd6ZfTV1rmF8NVnlIkBYJJspQEISMsiw0kQgQk1DRAUCqSgI1MQpMSYWY41wYk9SpVCCUw1toEiJgWoVG6EoqNCIh1oHjlMH1zk33PWif8C54A8477eTQNBMCGdY5+zfWg7Izpe9P3badz/f8z1vSNBgPFKLP3yITpqjcFegvLNEdooqkNBPpzOZsaUEpQgmKhz+fPkWyUgsATV2rhMbxs/SS5qOuv6k5Z6V1KMfQnothoXM5X+zwj0tLZt/8CRI7wcONX/TsfXCg08++Smj9fLWc0/unF7LAl4sPnly34H795FE/tFHP/3U2vq4Y92RNxDJg0HNmbds6ey8ciXxj59AzD+zde+RFVtx0tLi4xuKjl359df9+1tbGYyDMQREssQn9xUee/7J1T9/2Pi3hpOhD0pLe/kyN/fjj4tLf3m6XMbYlf0zlOXb9x9/CJV93OPORzdQTif8y3eJxxqDCve49cUNL0MPTkBAQEBAEA69zTzFbus3CkFvb/Hr7WpTd9XUbvq0JU/sF87dtulJ71SLhqef0WqXi+lNboOzjf3VV+wqzzR5oUkLYnvIN4LyRMY1MAfM0CW+tqVNNzjrWlA3Ne3cuVKlXexWyPRyg9MjrV/U2Fu6vL2QQjhtsJgmJgS4wq7Vgr4ujrVl/v8BPh0eV+G1WlDhQb8WqPWgws8qmQ6dpLfXbJ6a+uqrlhbQsqsOH9YM6KRzzlk5zOhKxPFXQeo7n49kf4FAbzFMe7rre1uOgnj9QxWbPqAbGZKbZAJxzCU8GgwJ+TN6w3RlPbvFJ+LXS6dBwo/BAIW8HU1NCwuzszod3O5TP/wwSfc4LabIFwiCv1jbpEC6e1sVkutx3V0vjlC+s5JTtE1u26yuvurmVEstW+ccE0Yw5yQn5zVNCJndVT9MTaG1AJPplcHfrHBf4v2k5tTjiVlQLr6bcLWgkdETe9hKrLAyM5FEjszfCQnf0+6s2/JGIvkrxMczGBuyUEzOpYI7697MqM+nXs+CS09ISE2N1YW/ifoYWrB+kHgr0t6A1FRYyEhgUF8N7vG52rdSkb7+OOcRvtUgDjLcExlnggv3uBuZa+lbIiAgICD4v8BUMQym9HaIXh/wd06FNBk8y320Qrh4lLuCCUbcm6RK0Wvr+G7BHIY8usjRq+ZH+l91E/kscxBP/N6dPoyNRHD0RiRFoAbd2Inp/DHdiJvsYYhdN0B8uD028zIBTjLaFcCxUYawwVf3BVSxe8GWrsIj4Zsi/lxjJp9sqwDbzGLATwu7F9JuxsgK/gqf3XwNdjEJ26+8e0meFbTXBSWXw8Ewn/8eBa/3c2K5QDGuu/sCapDuHsPtK+R0S9j4CwYwOTRJiARLsEBx+paN6HQO5xU32moLdxaY3uNfvjyQ0/xk246Ci9cyfvoIlPetT56sgSE9gN/x3tDcvHXrh6U/fYdE8utPOhvCRyvGQFrawYP79r24fyv3QfFP3xW35m7bczrqvL8Kn79vX3PzF1/85S+trdu2dTZE3+2azd/XuS63b/0nNy4y9h4ME6kZH//ll99+9Of9n3ccWLa44Cvct+/fDr8///R8SXFc8aXWuK+/fnA+OBASiv7fzocemICAgICAIDQCNemrlimDTN+O9PYhXG8XOuvB627Vj/t10DK3UMr7qjbdPNvfFHC8+5HJnCPeqqkpuoYym+/WirPDyNsC4ZhzkD78Q8sUiJXdKovQ7dZqxQE5PybAy27qNzik8/RhUNnhBKeqSPW6QeZ0/1k92aexEwr7ymGBCo+88AENfmHBYunvVzFHuudBgYdZxiX4KjDBD/B0oGv32/QytXvFlZOPNPDdg9wPjnu73jY7183rrfJr75MDlSNOuUWmFsdY5bFYYKLPa3KT9bOgvA+3wGniyrsTBPzIwYqA3/Hu1uuZTPMkrNe0gLeK98wmU0d6d5/uLpjgTo/4dXfvCDOK7g7nKFiwTfPaYD9HSxddajCpteEORtYQt9Fi0el2725pmZx0OmXqxU/bagv3APFJXzKq/UEwVwsKGIw1MqQHk5SUm/v3jHehMr1UsI1xKPMN75Zg9mUeS/0RhjyR0JhbmPNG0fRJSciUnpCQm7spppia7PgXePD6h9CANewb5uR8C2dVQ8tctrgQyJFB0JKqIaamtOABPtQrhTutI9zABAQEBAQEoTCKzKCzywVCXG9X4no7F6OD110qCtQ/ZQIh+KF3p5s5wXnuOGTyoOQoSIQakovT9Oo3g1BAp8h5MM0jadzMNJDzIxwbBvCyc5RMaVCz01qSFfNQnnGFQbk3BKuEz0fR8Cj7vp60ZEtHVNEHQNeerWgn58fWCzcSbpGeY2DqSLX+wdPZGkk3pZ+8sLinIkaMIg4o795F5R0DAT+GVqc+RCIKReO/yGG6qoIcJXodUSYYr1D5dfejEino7lHKyGS+vkKH9xG+mU5ijkXpbQDp/BiGz0g6hk0sRdavVeHOin+vIbNz056kUz25uQUFH3747bd9fbdu7d3buTHGR6boxMdv3PjixdPmR+caC34t/uP2ma3V35RvjNGjEhqxODPzxYuHp2h9H5Y++LagsWfvaX4s1XcQ8fE5Oc3NfX03bty+fau66GW0l6exTmaWN6dmZf2ptSb3fmfog/j8pCMFG659cIa26eXS/N3K+i6ueMOf3kHPLiWMbR1fxF279Os76+MS/oRMM/tLLvsL9/XFG6LdPQQEBAQEBEskiz1gW2C6TNxBL+TJcBRisdjU3Vtb1eUQqv16u4Bj0NCh93u30N60zEScnz83R6e3tJgHDHJZPmjxId/CbbcoPdaBya7aKm+vg2LhysaNdSnR6yM/xny9yaV0dkugipz0dlV1ec0kCeYwVFi4ZFm+WqGoc2t3xqrS/ktgiQX54ZGZ2jnLEAojHJ1vbFph3brm7NqVkqLV1tUZjfn54+NkslDfL59WjWBW3vzAJDjfu4bb6GbNAKmy2zNH4ViE5HyjeMU+F6hPxXlNAuNC/gSZa5tVjeh4muGW2sNe+ujv9VKPUm7S58f4MAYDuRVqmd1kozgq4QzZMIiGJIVz0xujWmfE4rq68XG93qCqHzhce3iYbq6UGlxce6Rn0LQysVswbrf0O0a64Jy99N9/HxoSCsPr7rt2QSzNuN6i0mmqqqq8Zmu30kRe/lEKgpWSolDo9Q5HVVVtrdmMdbcLYaPJ2hXuAbJzXoDy7jekI+X9xWvpKKtkX+YvjMaC/VCfFmfRQCYPs8lzJZzOuUUrTng37mpGB+NQhOamYcnM9MXD19BiU90PZj6ERJ71GZfW7Ql7SPzzgu1xP2aVBy0sVCd+EPfA38D2s9RU6J16LfFXsMz7+DMNpc0gvk5ojY9hsywBAQEBAYEPMZ8HUqUcEr99evvOt8v4FfRaaCpasah85lOQAFiLGV519JLJvlzteok+QjSHgqvENLhI/hVdV2FaaW9S5Ip2YvO4YBlQZj3Q6HRCENZx8G8mmb/ga2EaEn0FylIPAmW2hEcdJfX734+YP062cJQUKN1JXX5dG4H6zkopz6AV64pF8uXkiYT4Skogaf4oW4M5KmwrXZRxi9orPKC8+5ZjDsO5cRaXjKIg5rdzBv12+VpoedrPjf5CpLsbAvE0KBY+mnKqFfT7A+Fr6Rh8DiLevnx+RQUb98a30eU+//1aF+67+PGgvHfu2XPqlE95v/xtSV/HrYegvMf8VB0ZsbihobPzyJfXz9Nq/gCZvK+xo/rp/VXFqPD5mUXle/62o+BCa/HlDc9v3VnpcGJxUVFzc2NJ8QdIdc+JeqkscUPOl+cfZ1xrTcxlvAz56MFidXb+Rrtx4sKlh/cDiwqocL/YcYxacPWduC86rt9rjDtx49of114r3OPevfEl0YSJgICAgCBm5A72bh7msgT09jyjDRs92sYzkAW7kGdTbNR38w6zfxiVn1X4/sUHy6e2p6fzeP2WBXVKSOeE1mjya+1srxW0dv24wr2zLKb4EG0TWWhzMbt5oLN7h6tqh+kDvEHHtLydbJeNqxV1EF0T20BvSlqTG1fARUJhQCqfW2RQyoMwxQC9v5vpERjuOrwMrzfS0aOa3qChSaAcLzG0qNqfDQj0TZGk4bVh1y5xSl5TXZ1CsZBvt5PJFvmsAfYF+/X3Ye8kiOTzVt2cSglFfL66aYUPZrgNvKnOqM6XkfWwc9Wh4016a6uGvdAgyjrndPXb7bENGVDeuTaDQ4efW5u51zo49MwkDKtu+9m1q6lJDS91GTDdJJtd5Z0kWZnKs0JjhKwbn+4us5wF3b2rpcXr/f13pdJuD/8IwyqrMy7ITHIHj17LHqZrJENyYdhnk1273G6ZTC7X8WqPer08nm3tC/dFcnIYDKS8fw3+8YsF1aC8r6l5gx//6boOXCbfn3GRdn3dGsSoFFKf40L+g4JjbzJcZuZvtHdw1f1+TJfasO5YxtW4hMTPM7eEO4SR+gnMXvVi5g0q3AtS7+Y8hzyZ27k90Dt1fcI1PEz/lcI9bj91b7hBCQgICAgIXmUOjDIYxIYE9Ha3iAJ6Ox1r96d87BS5IL36Jpv3iv4JRlyf2g6h02ETv92iWb/WHoPGuBy3wMIZYpLwNqyIKroVmwZzdczm5dXCEhhxBRzK9oBUvlRNd7EDLvt/OYeDivjKRdUeNTvF+Q8E6CjIQm4/ZQ6rhM0GaM8CYnd6FYkH2w3kZOjcFG2A8OwUzXCeMXX+vHRYoiHVM1Vc/cqGzBNxK5gSOn5uu9O9Ek/F2VhXeexcCtOM/2yPps9jSghfj+YBYgnUoLv7s3gwjMuNtvZQR5b7PxNsiYNjj3wwmezA45qm0qf9hfujW1f27l3j3aR8PhLG9+x5eGpHbmPBbVDeL/XtqN5buDHIs70KWGCq3wgy+RPGb2cuZT1ovdD3+NYvhaf5qxj85JaizrvN58/1tWbBcI++SXoZS/29CFLdC788R3tQfPnb5zHsdOW/d+DIHVpfwkeXzlCbQx+SmdnDKE4obj1PfR//GhXuJR33+b98/gdo7d8zSqCD6rXG2/5i/adzS1tUT/TRQg9JQEBAQEDwKlyOOd1L7xdaF/V2Cmn4KF3nUuTh6rqAM2RmH+3SOWZkQaZ0Vr5szuNT2y0WhSJUCLu4Se+ak5LMbFxrn7UIY9Xa8/MtHMqQzqrReL3sqkn6PK/bAYZnMi6zu/NSohVSK0TcBEbufLuQCyq2SzkNqrajG1IRkYyuGfVJ4F5vQCpPT9f4K2iNZmBAigXjNMzK1wDnskExjAd2lAD09JZF1X44INBr/N+XSh24KP/MhQT5dpMM1+NjiDVfOeIUSIWpMypAIreDQV2uVM1BLmevebK2CnnEwf0+3z0yNM05a7cbY7SpB/Br7+N2sl6udGADGm8bxM3QNQPWyiFYbsiPyTzDEkN/VBhDb1NilebJlqrhNvD0dCtdQnukdqeIFK3ACCI6mOXrvV21w17N74NDLhNk2Id9hU93H7dYHI6urtrayUmrdVopjKC7l6VADwJhvwqjt0EmjcYKq13GsKsmPre7ytFWpfMX7hcggJ2RlBTuBavidE4PWNKv4sp7H+06ddNahMEskZPEyE3MeCdue8Ltgh3U8jcxqAfzMnMvowQfri+3OXPF+14Pxh9L/QguNSuRmhT9xaz4ztS/Qv59ayoj3CEvktCiAi01E/8KFe6XcsvfvgfuduRyR78XL3ZNvZFbs1i4f5xVEm5IAgICAgKC5cgph6H1pAnPlfHp7VIQAzXMQHp7PgWlubcxK5a528vIXJLGpzCGE3yRn7eXjWe7g9YujD2DxNdjs9ZvpR6m6zBDhT7meO4V42slyuW48GaiOqiAB/xxISFZqqKtEucy47qNKwznWl8J/csGpVCwxTckBUXWh4ANkesID3MaXvYM5gzxL5u3JZrIepg9h4QXNG+76WaJjmLgckN2AI2JFNgbQJHM+3vhQjtRiYRCWVmD3Z0iPcXjn7WbbDo2F0u7U4QRzPK+EBgIqZEwY7l9BYKKCp/ujkLhLVF09zK+jDOEnxmsCDCVkSORxHxbxSS73l+47yjYXFJy8eJf/1pdfedO+aGDb94W63XiTxad/vTI0ztXdvz8fUnfhg19Nec6jp06cuilOJZdnFGJf7+z/Mun17edo8HYG/rOPLr+dE/Re9HU7rCID2aePvL02I7GCxu+vVSTW31nz4pMM6zs05senmrcXHrti4s7ql8URSnesw9uun8s99fSrA1XqotCdpx97/0n1y9nlGY9ut4APxTq56Vx39YkvX3kmz4ozj/I+gB+b+1ABpl3Mr5bVrh/vb+1YV+oAQkICAgICJbjrqun1x51ygelVW/VO8la47hB2rV7dMQlQxJgstau9IAsOKByyRYWs9vTtHWo4Xxt1cDA7OzExOtJGmXJ43aX0qPTtHWxeyudsxz9hLopeltMhYLLVSpBYuaN0tu8Go2k0qmqcJn0MxMidV3emujsKVqjQjSu53K5HPkzpWHaAYq2VGfl8XjzvRoQryeHJ0cHoHLvHZivROgcTBWOyzXmRy9cZEa2EIzR3ZS3BiiWDbqwMLH0hkJu4CzGXL7zUqlGRvAzrayvN5tR4T456W3DjfKj83BZPJ5vVUClRNjgwvVCmQJieLQx1a+xUZbnNioWZDMzeu5Yv4GiclRKYAY17C66eX7easWw6WkbvLVakaddSY3JymtSL8wITe0uucNTaaXT2Ww6ncfDMKXSYpGNR5PO8SG07gUZzNozR3f9QNvwsLd3fhCbplhMiijrAGKtUT2j7591jvDMXnbbaL3OM20TiiLNmlishg60s7NSaVtX13Dv/IhnzKKuC3fXp7HyjCJh+6yzElJm2uhW6bTLvpAc5ibfxTKq9aaAx/2bgpKMDFTvJSbm5javTWfSV3mRxEjdnPgJvMlV3JRetFpxPJiGnGZGDV7HloLu/mmkrqSxUJR0ntaasB4yW45TN0U7+FWQ6t4KMjlS3X0Ol0hkZxZC39mPsy4kvQh9wL7MM1kn4jYUlMfvAqX9QVxpYuHbe6hLphhfhvsnWcXLCncwzqx9C1sCAgICgv9F1KIqUNpd5AHQt5mQoyHiWuFvlRyfISFFcBZEwaPsQXJwu0eWYBxX26fCqe1ivp4jxcO5W9iDlJnoYqUPMhl5yH2C7VQ6TzJEWbNmnQGaBLD7kYsiXrol9aTRxZiaJb6ij0L1i7zaCAPXJ1uTo8WF/NtJ8evzi/57JtMnynexg2PXA3jx72FwnBJ2CZDJ4yvZbLASUBNWLt6CFV+Q8UGnY/DWQrIx7FaISKTxm7gmimppQBKJyWznruTWcHPHmJh/PWA3fZSpIsuivQShhc4GTIlPsI9xiwbS3QfwUPip9BGmMEokvFggpPi6CB+lW6OtBsBnEC/ci44UPn167NjWrf/4R0nJZxe+P/NbR8+ppD0N70V9NI6d994v2pRU2EzdtqNxc9+FSxdqzhy/0rMO1PFoL4yFgyczTyfdpR7rOLP50mcbLtZsvdJTeOjNdff493P2PD21bWvB5S821Dy+cqqwYQWZk0h1f3qKhqvuudWFUVT3tINbCh9u/ceN4os1d/aGyp/lHyy/+/2GP2X8Y8ehhof+wn3T3TPIDrMdxUL6Cvfixs/i1v9Yuv/EYuG+v7rn9cEICAgICAiWk508153+ls6jGzy8u3JE716wO+cPp/McFiMqUJrGXYO8Wu/AyFlhXqD2Tks22lw6K4RLD8y6QqntTXXtNuYIr3eyiz6AqfpNEwvRtHaWQs01KQ1IaQfJe3JgYGSEYjhrEc6ML7jzxNDDdRWAtgwyPpfrks8qmZ5uXF2vn0fO9TbvKGkAqAexGnM4QbpW4kq2RY9L6hN2n9ztdvtk8OWtYv8LYPn1+Saj0XemMplflDedxS+EguvxcMVwgfOwigAG+S4kxZtHSaDDW3VIifdMU5Sz8n40Q+MihUIbtSyNTppWC4HlookJoX7MNjurUlVWomkeBkd+Pa9Sh2EGJcyxcEGxghUUVrJbsDAOA44ZDFLpwMDkZFtb77xucM7ZbyPb3THI+DCAzI56AYzAy4dhSYJn9TDlcrs98iWDed0omzG5fBE1cMfoMKfSMlMXYd8A0t2FeqXBWs8GY/281eO0wacp3BmyxHkLEyabamSA/lUtWg2wnQ2/FgCfwaVUmcxMKjU3NysLVYM3MhppPWttR/eRk3Q+tyQLKe8ZWY2p1KQD0V4QO/GZhYzPE1E64idZNYy9q9PdxfHl1Mcg4q9PaKX9LWdFhhmUeXMKV91LExkxqO5bqAzoOHsiNzVc+Ho17QMIrW/OeeIv3IsgTwbaLMGaQKBw/xFX29dDTE0AonsqAQEBAUEMiPka0GdVHBKkaKg4xrcn8GQZJ9enryu4GMRyDGOuoIjuXfxxDHnej0qw0DkfRtEQNgyiPYrksMVksC4jC5fkVDYbwzgc2VKvyNWBNGkkR+sk86SWoPxxFBlCh1pWh83Bd/txc3rwosL/AMi4T4b8ewNcoAPi18Egv9htdnESIG5xXjLoX1qwryy5JTp4Kg+Y9MGlv/SeGtIIUwn++xiXYZYjElVUYJgv3BxihthSrJ+TL4j1GWAX38iRY1LcNI9b5jmcWBJ5yviixTYER9m9TFf0aHi1aIjZhi99oEh4e5QzTCG3Yzz8iqYwR8S1gKXC/eDBjRvLy+/e/aXn1o5/nOnD7ehbH//t+t3CooY31q5fB5nSj9yl9lw593NByaVLF2v+uuP6ndXI40tkH9x3+kXhnZ4rW7+/sOHyZ7juXv7eG3YiYmW/t/HF3V+2Pb9wu/V2wdZq6p6QJvTQsLI34qr75WsbYlDdszd2nrr+4I8fvz336NChUAcU7ek4k7H/QuPPz4vjrl3+8u2GzsdQmn/RkQiae+m5mlIo6z9HrvevT2yP+3g/eiiCIr71YqihCAgICAgIgjGNsY/O11sHu47WVwqN+fa53qqjOiXZjYqqBYtz3ps+6qiYUPvl5rTkOq5tRDrc5aWrKDOy1z3GMrthetBqHvZ2SUfkNv2EMaIxPbtOLTTJn2GDvPqA0j47azJNTBiNK/NCL5GWLFao7RNck1yuVHo8SMRHMj7S13tJAxoriM9zSFuf7R+zgOwrFJInkE1dgZvT36iS/O8lBRfkjWpcjcd98lyLBZR4uWEapsADU8EbgGAc0ihY0UGHnwdHvA4EceQgRx5y0OAhxOdNfxA+0sTivDww6cO7j43Nzjodukqz2Tza1mYG/70UYzqVcuihq3BrY62839Zq1eqJCZMJDWatnwTXuqbXquv2zMr1QkVdVNM7K9momCCbLIZpqQ5Z5nt7dTqnE8UiRbrMNNZOt3pCb5l1SAcgoKZt1DroNFiEdRHE+hStSIaWkXT17JauNp7OOT0mFCSH1d3z3BNCWA2QVLGH23hW5xBXH2Yl4PUc94Pxe5KqUy8mIjn3REJiwTZG0lp0J10O6NnrrtASIY8c2dJzVyuPB5MNUvm2ggd+3f1h+JT0WNiS00O7AL1JP0jcSg3b5DQ0SHXfAE1OY1Hd0+I3FlyKezfjwbp1oQ/YyyiGH8btggxYp7j79nuZx+HyGtfRQHMvptVAknvxYob7+oyf8D+/Tvg19FAEBAQEBARLGJhTb3XjSekYReDX21GyDELI1Lx1M93KXQoF2cVXU0bSp966SaoMLQtC61U8dH2YbuAY+dFE82QRGUJD6nGlcTfbi5T2WPTPSOzi54Hp20YZkoDCnI4aVPqZSh/wh8Bwkbb+X9eZ9N9InkgGU9AOU+HEpMhAszRLPpCrhsmEmeLOvKEpPSQCgZ5rgKUP82Iufy27V8KktL9Jo1g0mIo5invJ0eoJSUKpIPtv3OiwRLIKw9IaD5NJjtD0dwkFV47N49HwR9nmaEEwCLVIyfTi6zzDdEfFeMRPBFoN8DVh3c2epDwL80l4vXDPzm44cP/Th9Tz23Iff7+5oGDz5uePb1X3UO9+2nlgDWRxH6zshqKke1RG6vGfS/rgPX4+fovx5F5SUUP2qreswtCbPm3+ZsfjzX2JF0pqjt/quVO+Kf4Nz5y/5dA96rbczRdvf7Z5a/U3hS9iHyg7+9CnPdsaP3tQ2kerpr6Ij2g7yj7Z/KRxc0ZpY2Nzc6gpOF1+C7pNZZQmxCV80AzPBDugNP+5sLqxNe6TD7OyPgoq3LeXFvsr+GubVryxloCAgIDg/wt3nVXTki7F2mrb6DbyOOQ+dt3kMYV5yRA0PdHv0XhreSqbIhAwnaywK1Wk0VqvtHusve4Vs4A4hSx8ppRWDkPiNjb3rH8if2dZ+JIvRSHiWuRKD8abh4z0SR40x5S7uNz8/NDNVyOTDb0yF6AfkGkMchRVEIJeaSX1ggWERAcvDMog8SAnt9I2ZmnHDTF1dXXalGgPFf/DQG9RmAI12tcKczaGZo0yNMcEqR2F1/d6YRurLxpeCi545tw05ZncNmaCIn4837iamUtJwdXu9n7InfFguspejZk+idvGPXPTStcYlww5/7Fm9KPBZoS2/iHVCMYjQc6+F+0nnlba2mdkRriBI5OW55ZNjNlUKqkU6e4aDXLeW9rH87UpkZ5TtAoZd0w5BGlJdPawpt4zJ+8X2vMi6O7aPCSkd0shXpSt4Y2oXO3k8LH6ZTvzJ/rlHoxOr60i1c/NtbcrXjdvReqcujGHyqAVXAOv9vaEXxM/T22OqhyvGGRLzy34EDTtExmXaVfWlcdeGEcmO77Tr7ufyCpZne6OhnqUlRH3cUJp7rGVDSSOfxpQ3aOGwvPXPUFieUFBfMgjc5LQQAgqfLUN/qTBkw/yt5/I2B9UuJ/I+tH/t/1UdCQBAQEBAUFYZOQfwCbMk7S8xcMUbwuD9PYUgRJ6p9bSlUEpGlruM4i/uMme5wYS3oNwC6aZVaAtTqVbMXJUz7Gba8Mq8SwN5DSWVvSvxly9UzTBPUuBXZhB2vHu9BYSCaV+V1SQyaK1Msz/71KGt4gVohJeIiGRAh5yH1XsXpIUU0FrXeFarVXkk1FPXCsePOSTzL2QeNPPlcUaQBRAzLeT5ZRKaP3rG0YjUVUIY1Te0/h8LjdgmEcpRi6OIuqti+43E9N3897EdXd1tBfYuU5818dbb5klsBIV8ViWiIzpYFELkEi43Ne+H6lwP7llU/m9Zkb1o+PPG2tAez9D69jGoK77NOdAtCI0ZsTxG8sLm3uqd9AaL14sKWjcuuM89Wn5pi2r9uakZW/Bdfdc0N0/w3V3avmhcJs/I4OGOtJT/fj7218k9h2/RV1XFPOGWlZ2Z0B1P864tymi6s4qOlR95fbt0tJt24qKXv/2ywPHjn/xwXZ/4V4NJpnGe/fuNcLXH+NWnj8S3on7ev3HSHGHna6IhB07Xh+GgICAgIAgAKvMMDf1llnT5q2qNbTb8+cW9XZtnUkFaTIaT/9Eiq9OY6UsjFVIebVdJJ38rOKVVfy6Oi5XNUfSVNXyKocoZ7mCsLIldIzMJ7dDq3ypBJR2OonnmVM+gw6f40EtWWNCnFenGCcL28/2V1BUnm5pJfRMMuO/5kEnHoHMw9mxsXaIPZTJ6ury8tbM7vG/CitlJ6jwqHifaW8HG7wc1i5UyO9eDyK8md6L/7JWDmKOuSEKxNCAAi8EgdxYt8I6O0BTnTp/RmgZe0ZRzXVLfZK5mWSVjswNKSvGoEeuQuC/86LAKnPXycjtY0oQ8X3D9PIGQXnvb4e0+rwod1VZGYocksvn5ni8SXiptdIBi0VcoTEv0pNedp5a2A7LRYMaM667O+Qu4Uwk3d2tEEIAaXflKFoXqHRCmL4s7Lyl5dWBNZ5SaT182OuVSuVyMjkl+OMUqXAP8DKzkLqDdhkaisZBtDltbaNgfLyf9DC3EVRtKDcTaxjUnBVsBI1EdvxG6rEC1Fr0RNYGxi+ZKwyHCeZkzh1aHxTHCYln1q3I7e5T3dfHfUijRlHd0+IP5ObCDCSEdrpvzDmHp/Ggwp0BuwM2U+/h6TK4zp6RAYky78L5rYe/+Vzu2wsKQg1DQEBAQEDgw5coUy+B3Bg6GYLX2xb1dgXZs6x3KoqbPgt69u70ScrY6wORyRiGNMIqdgUncrZ2isDOMUjMPnWUXk9xRbcJhyZPROb2Q6vOebqvqybiKzx8HaWjxBTRTRAZPh+F0ihBhOdB8R60XQCy+ZG/ZQ7P4qmLNkw0tIIJrosiXUy8uZneRZJSXNyJ6Inpy8kH5d3XOwBPDIJmp1xRLJlGAIpe55F87z9Mx6KGryOSRUKmL4B9N7uNORRNdxfzZyAQHmn7sCqAyaPMm5jj8uXwsNkUiiB4m0EshfvB+I2bjtw7xbh1/OfNmzfXNP5MOw7K+95PDx1Ysx2lBw9sKnzacwyM6YjvH//G6Ln3ZdHG1Tre07JPbnrRfMqvu/cd7wDdvTy0FSUa4i2d9x5u69hckvVF4+eMnvKcWM/Np7rTPttwuwZX3SN4gbLjCwtptKtXkdP9ZPar/+E7ueXho1YoyM/d25j9TdbVuJLrhQfQJlXExwnflWbE7d+8AYr3T/yF+7ulpbGeI8E/2TvXr7TrOI6f4IwHeOEov3lBBwJykekxSMPZGGPUZAhpc6gFu8kYLGXJRtSgcltim25u4SWDoWsVm9OsuTZnlqtV5uzq6Uk+68H+gB74tE6f7w/wNrl4qdNpv/eDnbX9+PIDfq4Pr+/7934TIkSI0KMoIbcvQ6PpG739CRS6y5hlqhBvt8hQ9B29zCwMT9U15NaJsoY+mLSV5GAx05wUisFBDGy59lEpNi6XbRZHcLaXbrTIuN3miUAZuNrpPWVecF4MkmWi+EwNIdVVohbMpkE51dOPSZ2IsBsMhg5eGRbQ9lLVg60wtN+AUtA1+G4IhVVaCgy+8gYM7yiKBg3wENIDVJsEtVU2sKcbAJB78TDNqcHWJi7ZvRnabWMt+rBSNlYqZGTroE8NhatYGQnV10LQvBSb0AJ7byK7wb0S274CqgHybgWEj5IvEXk38KT9WrWvySTTi2IYsTdulMkcgyNarxQ19toM3n6qGqXdRLtNA3pPhVycu0Mqj6EDuLtcKBRFfANYpYLNpibzhJRHZ4/SeZhW3kRWRNxUYG2WDQ5OTBgMGg2JNDEx2DSrCO0BxDO4h7UNyHtF6pN4Q+nVpOq0C7RlLB1rEXKTM3Cu/URmduq3eQWr87YsFQvn7u+h+Ra4OyMrK9YDIgktVAFk+4nM44y3VnJu4oSCtCdD1D3Glx0aDZXY5udvXaa+toiGnOwlqUcTLkBc/ZtpJ3Gve4i5Q3dqMaMNDeyhwR20uu8ohAgRIkTo0RBKlLFDLMftDOEi3i5UDgD3lIa6U5HgrlWgfxrM/HCxI5cbRINVElPUYI6NAqESA9s8sp/TMW2sjsjlpSC3Kj0w3DWE0O9eoLNGZq+ylTy0muUIrUwoGB48NMC1FzfOakhVkhbqFMe69FvdylTKV5AHqf2SDnZ96NNVkcqoU1zyyj5bBbkbzjB4iXySMSrpVzbFjl1HEvOFXLg1FBoNEBZ3YnKuIo5gJCEzEIyFR+E0hfMJTMuqTsBVGvGfggx2GZUbfVNBIGAyg8FIVRIHNzTjr2RwP7zt9L68yWMftJ3Nh7iWs9+37d6VXFtwckfRs+s0H7LEh/Ydnbz+7XeQ8P5O/tNtv1yYLKCdKXpjjY73dPG2fQXXj539qAR09uyxYzTa1lXBfLTQ26fOXUq68unZ1AuT+7a/EecL3yQ+nbfrjzeLXyw5d712R9amKJdBUVFb2927Dx5c/nrrsy8s+bvpIrwlteSD2m/eu0pJuknbsOv1JyjPwc2pYIy5m0m5+usrz/9FeTeU5A5aPhaeECFChAgRglvsdN6q23tVKjDLGJtmRwLNe3lSayWfpXebvcONNumUO7ibXyrSW9VltkY2z+vipiyczVkWvdXKZNohS9tonPLNRojCFuv00D3pGvd4Z+z2YduMpH/EZXUXLloqil6AhlD97I0x1Ac6rg14eT1guO5DUBYc1/0etc9hFQKVjXe5NUunCzWWihR4QnpQN8aCraVhmazgFF+ruIvXFArdKHM+JL0lfB7/WqurH1pox6BjtVttHmnHvN4y3kzHAH2UPUzqsXWUSQPtWupgK3wc6Dz1IpFuhf53VkqNws1t9Zk9/V4j+NWHm5vptjIjU+vrhkybGyhTPtYSSCIFuKjUHszI66Dbm+GC8/ab5VaTe8jiF0e9SDalzBa2ukY8RskAna2i93iZZh93bNZSF6X4l1Wpdwx6JiRgkWezq6rMZqtVJtPpIoF6cd2Q0DcSkPw+3KwaKGsfdwlvWGpYS+e9kOrqHI7+/o4OKCm29TNbrUOz8AVmJYN7WJsSduQxQpb054G8M2jrnDvIzzma1oanozyR9CTjQk5OrAfEo/SE6eTLOHcHnp2cvHoYnUCrTUU9pa+ntuWciXXwvBKyklNfhLrTi2n3o0fnJCQgp/vHmfdpD3/BDHraM7OT8rdQPs0tAK/7QUomHp6DWlOvpr2SlD3H4EEMxjLrEyJEiBAhQqDCQhWwdhR10QQJH4i3c4C3p/B9WB+YmLVz9uAashkIaCPb+xBOFXPkwUAODFtkw10if6GPyWMjcpjB5jHVC2Lh45KYPwSY1ysZZofTvxtIZZhWCU6DBX2u/54KC5F7BMmHd5IG1SJBd3HOix6ixmsS5DIukhNrn3tCs9IVOg0Qf50y+VYkBMi5HDkgcidpdO6cESZHtxqoyTdi2b4ji8UXQM58P8kWjFcBmt0H0UO+ld27UAn4HgudWSPbgE1wuIK4rDyWQh91JpQ1j2JgYifdsApvAHfHfxaC3D36FylR4SCThFv6NaQAZyz6ZczhkHD3vYrtoYJ1bTWDe6l4z5GCW5c/yD1bjpP3nbsrcPJ++tl18rxv2nMm79YHNxEi7+xM3VlRsX//9u171nBnKS7x4X004O5nS0ry83fuvHCBRjuzdRXYfcOmoiOTl8vzX8x+58mKXQUF8Z4Xf9u+yW/K3zye9HTuZN6ZA5EPFItv3bp0qfir3N207YeXON3R4H4w8+PMLQ9OULL/yNtw4V4mpfj7J4tPUJ46mEj5qu3bcnQn7pzOnYvwHIQIESJE6JFXd3fXY42Nex+jDzhMHpy3C4G332gK9IxqypiOYOwFyy+zasvqVXSex7UoSwbRdkcAU6nodK/X5apbtl+zVIxXo5qxKojfGP5dgnmmHKbCOG9nFOsUepnbZHL5zFovWJ9twxAu3sGTeDGg7C6UGVKT8o+AZpauDiC236LAwfZQmHaHMbjZ3Au9o0herxHaR4OaMXQsmrEHhu3DcMJrUR8bougXq2dm7glhuyF0GiCfL3huwTJYpKEQl/fjRJ4v/gdidRAgH3ILAZEr1RBAA5C8qsMAwezA33tIZUat1mwebDWZxsZmZ6EJN66ROawXUkSQmM6BpJgWo2SmA2p1oWrV69X2Dg6aTDKZxSKOwzxTB/jeBWeGMmvoffSeqkD7uM9qks36a6LvUNRVjnGnRjBjVccoe9QmCfSOc0xufaUu8tCYXmkB7u6RSIaHg9zdAXhcF/FN31jpdqj7jTMQBm8nBXph/2lz5NZet1ut9hptw2yVs8y6usE9rE0JRXkXgLyjxh+oWE3bRfsh1kNWIoTIL6R+hMINMzNzcyOViq5M6QkJycn5+UHufjl5td9QWVmn036BM3siKWkl54WoewncSZrEOBr9QBqtOPFdyne5h5Y43dHgfg/6U5GuJiVvqAXa/mLaKVgU6WB+dS7aC5hTZmaE9QkRIkSI0COvIMd77LERpSvE28XA27VgXh4lcflBT0Epn8tExaZ06tJAaUTbVYBXM6jUyLgXOXp5OChHrH0w3oyPoPSF3coAFm7ZbMywkfqpPs5YnBHda5AOLxYVclAvEYQihofmOaa8rCDGZMmQbWSimtY1aCnEJy3g2hGUAfWwQWlDi6CaWPJqmklXKgTJTfCeeYC/L4jTp9tQmD6HQybHWmB5lQr0KKM/XHIKlyKdyVxZwW4NwPuWUPgQCl7/kyuMxzRfIxCGYmAAjNOxeCJqCguZzCB3R3h8NkbnrIJLxfOV8Hs+ot8dEC5JIK1tcGeJDxyhAXn/5uzTCI2f/WP3zeRbtC/XbkoPCRD5yckL3+68dKmkpLq6re3WLQTJ+Q/FraxIYvG+fdevl5dfufLOO9/vhPPdt3XPyr+wp287kFf77fclFx88aGvbv//Mmfgs84i637xUcrXk7M39tD1R9ieKinJ33s1879Jk7Z43Fjqf0OCev7u8BI3umRcnN3z+fRLlblvbL5fwOf25B0/e/HHh4H7wYLz7AYQIESJE6NGSxWK3I5uMht3dNBHi7SLdWGuZqq+vRS3DWbZY5G71VNk0w0Ytd+FcIQ7RdjbdEAhwuSnLDIUvAJEXmrrHmV4De3R4Bmft7ngyv1ksv392VihsBbLt9YJ3eoA+3DFTZgxANDeHOwbgcx1HUDHY1f3Qujo7K3Mjj7rJgfJTfGaIMNd6AhgOtiW2geAo3NcXBOEDA7yQJBIUdB5Uf3+verHAew928DXI5ZtasiQerB6SVOIMn8cMyunBBSHm+LkO2CQhLt+OE3nzeDdO5MF+jpzyQY+8H9H4OD6S+IQg+WY3mdvkk6upgN/LeFUDA8PDAwMGQ1lZIKDVwrNbTbATYLHURbSAPyxWXU2hDILNzZhX4uwwoA+hqioQGB93OIRj8BriSOjfCPDeNcL0Gmd6hvv67FVOpsfnQg+O7sEX1826HT6m1zlD7+tr7vC2m7utYzK9Lsr1V1npcIS4O+Bx9bjVtFkfmbvXFHJ9vV7nAF1l7+FpzVahXhDJg6+rszqY/VUdZWsb3MNCYSuM1KfxMJPn8qvXy5QelphGy83NBu92YiKC5NPLxK2sWFlZDEZ29quU1xM/Sr2Vt1ruzk++jiJgMjMZjPgt88/SGElbIHj9o+hx8IcTvs9/jnI3+2jOwrNDg/s3tP14Y+rz2Rc2nEx7Gjzu5xhnQ5N6MFdmgVayH0CIECFChB4dcThBgFklIYPXPcjbLYUtgMd7MHfomEryBFjTNaSRJeEXohBtZ1OnItF2Mb9JycOTR+rZZUxrbFgZFuqypFLDuwGPPWYgBZiD3Nk4+ixXIX+hm2yCOHgqdQKiasCYntEYBrtzAnt1cHDHsCDDViqFIWf5UBxp3/+YUgqHQqcBt4uGIb1EMoOfazPk8y+nhuArwY/1QXQmeW0xMJGFiliFyilmP6knmIuCxIYCVi3VxZGt6n1jFco43Sh4NLhYBhSdquGjiPfCYPEruYNMjN6MP/oTEo86Ho8HP4Uv445AOCq6HtG2kS92QA3i7giPPwaRTWblUNRLl8UfUrbjuwGfsHuUrdE9+FbOxDoN7vwDBft33awuv3jx7oPyH0/dnJzct+/06WeeiQ9Dx5J4x47Ll3fuvHjxxRfz83fv/vztH45k7UngR7gFNz5NT+/fv3Nn0sV7x59+uuL8yR/ObH1jFQvyC2qrq1988fjxtraCgq1bE+LaC9i2o/YVeFBm5/kLO4oi36bK5++6+eDuz1uuT+7YM/827nziKcovb39WkFt8kHKw+Bj/5LFqyseXziWfCw/uu+B3Tz01P7hfuBDpCQgRIkSI0KOr9PTeXnx++cTb3sqB9lSSyaJLMXGqNCrg7Qr8GJ3FJDeqGvpIE60LCihZIoHMpO1XaRqaecZB63JeY2ROHzONtBtGVarRAR6U6bgtMf0tpaUikcUyNGQymc0YhvKrm/tsAx0kaLL0Cd2CqE2WcSpl48aNNf5KATKvDw25UT65C/Cw2QP82ujEG0Ib2A0NDc19ozi+DjrMq6TeCVxqddBHbrUObQ7KYllH+r9SlVoUodMYcrvD/vveXg9+rl5p8MtGD8StI9nhZTU0qDTD8GcdHU4c2TPNarlcjt/hGgyrUSgEIHiTNsaXmx5NLJF/s8za5FNO9DudHWBSt8Mp2O0GA4Z5tN0uIVk2NKsXCES6SLH/Dwvt4XDV6kAALQcvRtVB6m+fko+Rh2bRQrHWeQH2j4Q+dUBqsNntmoaB37F+16DbrVCIRNFe7ibxrNul7nd20EdVbLbB6HFBza9CEA3WWyw+X5kTTOka+2igvdshg32BSGf3glhvnQqUDQxr7qjo7b0Ok16vi/izMiaUr8/gHhYrqwhM6dWIvCM4npy8+sT0ZYQgeT5AaApg6PMM2iIQvUodyDqWdjfzKUhwOZtbsNoFaTRkmU9MzM3dkRXv7P8s7TzEwSQmpUbP47mffBWc7m2MebvLKaivPcs4s2E7AyW6f5tzMq+N8lp2W044z/1j8Li/i+4KCItoTyVEiBAhQg+Lzw9yUBXbSu4DOOjCeTsJfidVhjGkkGmAGGyJcr49FUnEoUJbZJC2R+Cmbm6/BEWqQBQ2sPaYIzsulkDB6WYywziVzYY2J6UsRjjHCoWc6y4IgglAiZBtUQ45nveNhnRII0d5La04yf6HYPS/qRoBetFkCDZHQvVGJCg4CpaLzgsFwcCLxwJwjBodvhIHeRxCFawcDtpHmd8J6KPzJB6qgzu0cvc9Wg4tVo9TbbQpMwELCaI29s4LepAA3BvxuBq4RQPD4jPMV5K7Q9FIKKBmJHY0EoqE1+Bn+LtknGOJena6QhPmxM+oXuLlLv6BWyp8cN+2PjFCrOmsgs93VSDyjuD4zZu1tT/8cLpoetumF+J7M6MKQfKbN98puXc8qSQ39/rkUcDk2xLiHZWX1TPTt5L/qL74/pUH+dW/Tp4EkC9e+Znu2HHz5sWLxcXV1V/X5hTFB+637ZisvlR890En4+uiQ5H3JWgF+e+deL287e0dCaHz2r3lNUr1sdMbduBmmfzJyeTvKYnF57Yeg/96F0j7V+fyKe8+/tyJE+HBvaRkfbY9CBEiRIjQ/0l6fSNuCjHM+HyaRrbdahHpTBxb4x37iLUG/p6VIhiCopjbfSStdX5ESd9YA7S9RaUK0faHRi5Wqd8ic/vMzt+bNeBsd/YCa48xl6WX6nQKhczt4Gg9RiOdrlIND3d0SKVmdZNVYVnx/5QXCrFjxJARTUZ83QeA2dMO1nXnDJjAm1Xshj47Cn4Brk/iOTEA1drecRTNYhUGgXqsJ/jvSyfS4y+Fi/N4uboXXmR/AI3vpI4eHMWP4lsMiMRXwXsAXn14k+QOBxrfcQpvEQhqIJA9JWUNH4VYvHkzSuXBdwI6bPTRPkhJt3WQpFiv2eUA+g6Z9AK/aGOcnB8thxaTOHsG7H0qjcGAFmqCoHaFpRJWiX6mLJECwP2I0zkw0AdbQjyeVutwDA2B835jtAeKNpt8HmkVGNKbm228FrPLLYvO3WXuKTXi7qp62+/9WghTUlRGtMdDqbBa65yxN3epfueZlSg2J+IuAD6431pJHnlssYJwPDER2b+rwUP+zHrY0oM6nFCQ923qV4lPUT4ETH6fFre1PLLO5NzM3QILFmfvZhQlrGrMzcpKTU0EOF6e+mVOvAucYeRCReyJ1IqsZyIfdCDrvezXKdlJ+0LfUHYlPU/JT8vZ8EzOt/hc/mkuCqZP3ZAMvz4Fyx3MR/kyr+M58yGt67YHIUKECBH6X4hKDXLPbi7i7eOcGsDkBvhdgBOcVv2FVOCyGjp1kTl9I7kbp+3DkWh7OPziscd4mIsbD2t/AZzHDkyKV0+CUGQIl7s+OLEUDZ8INKMxNWyZR0IBNWD0ZvZCSA2yeStCETqPlFAIDBmPgYHgHAw5a+ZyW8JC71s/cwRM6WBHWZUtfRmJ+W7Iv9cynaTghYI0Ch+GGXL548wJnVcweGgUrzpFEB9jTkHoenwIHyzzSnM4Kwhdd9GLf4MSFVqZRtySvjejD/Nww3eDRBRwd3z3Cf1EyLnR7fEijhrP49nLtjNHBJGOxQf365NfI1P6oUPx32IZTawgHO/sfP/9K1eqq8+fR7b0orXi8aD4/O37ju16urPk/fcflJ+tYLy970jRnm1rupoObf3p8h+d7x9//9PUtq/f/uF01jMr/gdjenrXriefvHu1s/PC5PYdz8b1Qrfuv/xk0tW7T36/v+DQoUgHPTOdu/Pe1ePZlwv24IuGB/c3tgZvQr1bjsqXfuS/9RpEU358jZJYchwN7m3fzQ/u+6LeA0uIECFChB49lZZiGJol6lVqpaZR1ecQWkQu83DG8MC4EPF2sX+Mg/U1N0A5zJw5PT2lbpYs9wBtt/Ow5Wi7TqSY5Tq8RpWmz27o8KhN7uiBJSydyKIYkpmazL08kr25oYEOeYqBgM/ndscT0r2c0jdCq6lAoAAPu9tNFiJ2jMzcHUDU4bwbRu1A1yFunefsR5Z1nwuaSWWAoyujFGP+b/WC2A8vHVLYgcRDESoi8TiHB/84hJ73NTRoNOi/jUZkSlfKXWBLh7txwwxeBwx+dUw2RazfzLV2+7QTRgiJsYH7XqWxdUiMgfYReRPZPYTWr9koTo9rdYGFax1XA8aH+PhmlZ3uNLZrux1jss0KQWzyDtFIrRMTHR3DwxrN8DBU/8rH3Juj2NGRdJYxHzVQZrD1NWv6eFKzD+fuUb6hytzKXvDH2+909fAmzFb3rEUUsXxAJ3RMtBgMDc1su7HFYZ2dXTb7Hh/cr4AvGkzpaWk02jKHrF45OWlpl5KeQANm9rn1weNhbc3Zlfsg8wmIhXkn9XreOmQefpl3Lv8gnOm9/IrkrbEOXk4JCcfSXgLqfiXp8zhfKCvhdNp3AMqPp0UtOE1Oexle5mV80fDgvmFD2NWOlJ/zEzSmJs61pr7G+GD+L3Nzoy1OiBAhQoQePQkEQc7Ywhyg74Ucd/EG4VxzKpJQiWodSdSF0du6wm7AgYi2u5an7VaOE+fakKQRw9EbVN2SjA/1ymoxl9NGCFhppfZikCIZatwM4dR5cqz4Z+Jp/i9K54vQPoVSSaVi2NKdCngn4U8CsFPh4grJgrXvUyAHfjc472fmbjjQ0HnYBLWbPLuyTtwawRiXyiSFIv/r2TxMzSHHrDvFhVKMMCwYvn4bgmp8cVy8YsENiIJBl26Qu0c3pcMmg4kjJeH2+Jh3fZQKZqkefP/pExKJw1nmCHxwL38ps7i4vPzUqdraQ4empxMSVvtdd4nOnGEwUqvvXr127cGnqecu1+YceuaZw4dfWLmP/GHtOfNTxdMlxS99fPXS2fM//XDowDNvQMD7GhY+cvSDnfcyr1272PnNsS/3TG87vCkebL5Ahw9PMkqOf3jtQcmF2jPT8WzzsQ5vZZx66dq1La9U7NkT+QGfMz498XrizdpDCeKFg/u771Kee+3xp96F2bzzyFvvPaB88c6L4cH9+oKxfufOSAsTIkSIEKFHU4WFaEzZuxdrt9nrb0+5alIc4/a9faMOPcw66Skix4ihq15jlM9N0ukpOr1p3GC7rbHPyB1Lh4T0dJ3O7+8e5/XcyVCpqpxyqyBKUWd6egrEp9cIZl1TLVK6PaPrzp2GUSkm75at5mbQdFZpipgPVac1fr9A3+RwyZntxjJSj0bT1VVfr9GwISbG6ZRKe81KeZP1hsziX/O4+X9WulgkA7lccDeARwpCcTQqlUZTX9/Vdfs2HYi8saWdOeVqbboxqxD4a2pEdTodP6W0NFaoy3Kq88/KWuUjHqmTDtwdniKjwTZjbGGCX31W4QdrPSzMimfdOr9bKDdLnXa26k5Xhqq5yqgdd7ihIRWtEH04FIuFQo+np0elQhdMR5V5fGy2sobPj9atmuKXuajg9YHnqmcbAy6H36/TLddmEDpcTLZOSIfh8PouXku3adZfJ06JcFYsv0Ju7jHcudPYZTCMj6OFlxyJD+4QB5OXF8xKpwAx/iatgLY+k3tIR/O+yf0UvNpwr2R+BeNIVhxDbXyazvqaUZ79GiyMQPn21RnU58VPeDv5LCz3HGD8WzlRrOeRdT85G2JqirPPJ8f38E1ZBQDKn8q8lxelSzWHVgIe/FQY2OcH912JT1CeZFRDOA2F8g4U2JaH/O1IB5PRzaohJSZGXpgQIUKECD2KChpl6HQpdvsxI6YDWB5uTkW51VPQFlnPnljgOGbxhVgP4qEYdbmgaYGAycwAw/LtjADTHTMIBuFKLd4YCQSSTkI9ljEeEUXIqW1VmpkYyQDu+6D2ZtSTZiRGqhnVdcbD0QhFl77wBrmVow6l8SzYygBAbiBJmVpA5HCnQKxloktB5nLUTCmpIbR0I9sGET9y8lA8JadhiSF0Xc00koKxORlsSKznCJeUEERQIdjleaENhj56O3Uspqm/FO7f1oa4uwbrj3UZ18y1CNezpUph1P2AFG6rBBUWQ1g9k7kk8yY4uB/YevRoRUVnZyYg56T32k4l1xatJ3nfd/TXivLOLQCXk57Orcj7sgiIdsLaAHlQ2w58lnyu8/hLJ66V5O8+lgf29Df4qwiGCUt8+OT9Nlgu8+P3qi+/nQPYPU6T1bwK7neWnLi25cErx44ARI/9RaL0wA/Vl058nHnvp6+np1+IAPmLtlcff/yJ/FeOTn/w3leUzm+OwJ8du/Y4DO47LxYDc0+qvbC7mvJaZ8mrwQT3g5O7gMeH9PrrxL9ahAgRIkRoXqWlRiMaCmw2p7F+b79HkNId4u1iANg1+t4qdmOfgSoL3x1Xyq+ZdRh7GrtUdM+4f8ngjuLX3e6Wlvr6O/XDdK1Zpo88uLMQavcr3NaRfp7tdle9im13Gs1Twph3+C1V+hxlt8zeaOoe8bQYO3r6mnHGDok3dJvUG2iX+6xWmWydBplHWha9DLpLu+W9nhap0znc0MBWae7cAT4OgNzQIWnpB0Te1DQmqARILgL+Lk4BzB1r0aWyyITWbnO7tAdWV8Hi9c10npE50sSFdlRYls+PJ1s+RTwk9JkDUhsC+F2q5h4jc5zjLoyHvOv1DleLdJR9587t2+xhL7PVBMwfnPxRLme/3jWFc/f6epURi8Xd6/xCF9YzqqqHXSnnyKBbL9JFXDxFyA140R5AV1dLi9stEi1YdnGOe0JCHg7HX8XJe25avG7tuDSd9XnyK6nFwI4PZl4CY/oqE1we1rasguS2fKgwpWzJ3518MmuN57wt66fcJMhLfz47lXFyNed4P7k66TVIvUmL0yyfQLsP2fdPJJVnRfTq8xPaYMktSX/k/ga/FsCfJCddhcH9ZMLXwNzv5u7KO095PTs7uzgI2dN+WZjlnpwcaVlChAgRIvToiUwOMk2JpBEM6TXA2+vneLu/sB38xjaJaYGBeTPVCIWiqD/1YdoOyS0SCVqMTpdzYtmSFVwlRGGjjI29GXRsgmNaCUxdqEpyk5IKdHZ0rui0i26QeKlqTtP/IXz9v64U/iz0zfqoWvgIFobC781oJvGwfuoUVLKu4WPYKBjiuqj9czW2n7CHYf9khbdAKMiDVCyE71HwuhbIexztvWK+kOvBUNISbCeAVT5WEEyQu5vpdvzlQyg8lxv9cH+hj2nDa1hHJVpOtHeJJRBQqUHvPYnkm//hWjy4Hz58FIfjxTh5P3fqQsiWzl+p4Xs5bTtw9P75U+8cz/xqy8+dP57/iXZ66/Qb67H0Gwdo99N2fpp54tqD/LZjtV+eRqh89dz9jQO3Kj4qKb5W/ODsB7WnD6G1Yj1ksQruv1K95cTHxW1glo8H2vO3v11y5bUTFzu/3B4p1kd8+Hz11deOXyn/vnjB4H6JcfLw/btfUYq/v3m/gvLcb/c+3RIc3E+du4YsNCFdvrz8ooQIESJE6FEUl4tPM41VVbf3zvAUwNvvhHh7Skqh0AsBGFUBcihoBVLW/UKmpEtzhy59iLanpPgtTU2wzG1giE6XNeLgns5K4etq/GOukZaZZhWgdqCpHqpVuBIcDtZ4hNlxL7u7yTfCbCkjDas04MVXQSA73SkJMIGxc2VxtNivo9LTwd0dUgp/XjrYD1gqdOarEM6xH5JuwZPxxeL5s4g5dKxdm8QKGVk4KB8HQA5J5TiBRx74ek0facboZWpdriaTQOD34/wdUHk0v/jDEvv1Qqu8V8qDrlLE3rua7TwJU9vEhTQbiLMRi+NZziKzyj2A7xF5r2+2GQNA3ofANS9OiWqaF4tvCNUeEp0NtFvVPGOkutzIax/lQYi7y51VgMfr6+uNRpcrOnf36wfNTnrzna7G0ar+cRNAfXGEtVl+v1ze0wNu90aDgTqu8PP5+Ge7fHMqSkv/JvfNOVt6Qc4bDx+0Wm3NqWX8CF5tCuVq0jnG56vzkj8sccL25N35aHJ9PrucsT9rW6wHRNeRvDR8sRdTz9OKYh38sHJoqYDID2aeYxyJC9on4JA8MS0t8iHJaSj6EbYV5gb3N9NObshJQ1VML0I8TbA3FenV7HtJV+YH96SkyIsSIkSIEKFHTcHsavSriq3nNwFvvx3i7UIOb1F3KmLbE4DIG9nGZZoixRx5MH4dwwqj9kim8Mc4VMyAc0YN3UnlFMbCmMsIBYf4qC0SG24TRmoglWHtYK8eis/E/I9IzB/Cm0nn20mDQjB6qeZd+CtSsNN1sWZge2FeZqVy7iTIFsE/P7kvUSncaGDi+KjtEifJNhfng241QGWsUMUa/fKILLFADylBE3OL7qXbMEypXMlysDlDbcGD18N3VJDj2eexFPqowaybxgyDxMyRxYjQYQn0wN3x2t8gd4+++6TgUiWj+GdLx8aj/zRwucEtLRXbQ51Fny0xuEcQMbgTIkSIEKG/2Tvfr6bqOI6ftgMPxq/DNmEM3dgu+8EPD20pQ2SutYSJkCTgiF/V1thszJjSqi0yiKGZooLRYg4Sc0UYxkxwUZSZlFSWpyf5rAf9AT3gaef0+d67McD9BO2H3dcDD+Ddl3sv4/C+7/u+788DCSnc7x2kcAdI4f7PC/cAwqTX8/ZAX/rDULTyaeFeEPD3SGXjOjtvFz0lKzkxOSuF/n7eo0n36BHKLbDsO8lPJr6Ky/d17e+mpNfx3paurHMZV+K/EshJO0HfCmfu44zWGMQ7N3t/IYxBzcoKX6a/JW138st+4b4591O4qPg8oSy1fEmhf4DLd8S7cBWwPQvF/nGys+NM+5CQkJCQPJhAKJ3QVSxAXGTFZbsYl+0ujhpkCo0aCMSUCg8zGaAtnLTVuV0Yd4qXTbeweDTaqtKLFSDJzoGSGgTK9EbTP3fhFumxBVrF0pRNE29QyqENYdQVE13vG41ErTlVrFogNHJAOa+sN7+bUGobxb/XQKhrAKe//z4iowwYPAXY4Iwh5lQYfjAFsRWcrx1/nT7I+GXDWFGZPg2v0o/zLYADY075Q5zx4IJoMTOmiVq5TsAVKrGhpakBHYzm2CLzWpF46e1bxWBGqYIBRCKVipDval60hqVSIVXFxC8pOngC1eFIlxMi0QKtk4d+AwZI4R4RUriTkJCQkDxYkMI9HkjhvhZI4f7PCfcAqLdlL30MBDxS2XvW39wSZGfO5+zjKXjCJeVHdkNObEUsUanL+wiX710bi9nX1yffX8u5gi+VVXg8rzXaxqvZkf0RLt6LMzbHIN4laWlIbRcWJiWFfiseYKMITAm9IWlzxhsQNUpNeCJtL3zlVbxPZiv7rSURn5j4ZGFh4MOMjHv28yIhISEh+S+jIYIyCD5AyHYuRD6qpSaQenZR4B6/EmNCtqWdolgVRGkUNtE8EF1o4TH4EdQGmhbZh2ueDtYdKOeIq+VbKKRSK2kCiskv10cZOmY1DYNhnTE8lrg2apA8hzITGm2AqQO1GybXElDOaBArYkGlXwqp3Me9i0wmOl8BXCqDX/EPS2vxffUthYuWgypgEBXEcUARDJXqiCVFEh/4KFY0iJVCIRpSEGpeMwXmo/LF1DVcQqDlAqNO0VIy5pyKGrV0naBRaOQrmBV4wgvK16UylSrSdSdBOiqHjyfphepgCJ2N8i3yiLN664uszDt4fY5JOo5FLEZFo4kFpHCPAVK4k5CQkJA8KJDCPTSkcCeFexj+TcLdFqtwD7Aj+3V4APR5GNqZnFUC5eH3LN+yKWkLKO2zEEt5JGsjvTt+gRyaurwj9DPJD+Py/Vb4lvTobErqSf0GxPEjWWMZJ+O9DkDi/fnER2IU7wkZGWjc6R52W4j/25JWjCtx1DFfDP+ehD07CZ8X5jTA3r1C3wdjWANAVCYlhfgwK2sdx05CQkJC8qBQSj0cEE/oiVL1kmxnwkBMAXPSLz21ohGowP6ExVyltwOivYPh5JtDrY8gJDtqaycke+wPokJzNZ/PZBJZA6R6BNJK1ZrEXWQ0IjneQ06joRCKl8daUrMIQtEGHv+ERyvvj6L9+9GKiAdpD6sq4cBGYNoswn+yl/EJ+rJUio4ew2apk1Fn4cYBOvEGmk46sTSA1cSboIzT7Jgj3vCTECrXDXB1R6SWOlgWuBbAlnJekUHPklZKBcQzrzweh4NhULYY5UXBMQQdvEGOq8gYefOmohEOId9HGdWqpojLG/mV+A/iE94EbUEU4TcGLqJJ4R4TpHAnISEhIfnvQwp3BCncSeH+fxHumVyJ8LWdz9TtP31kz8+7Uz68lrWx+Ht26g9r6EtcSWbmJmHSjtt1Paev7Lkx9uWHH754vjz35um629FeGBmuULhjR93+W7vePPtB1qWtxR9/11C3JgmL9m/HM2Wnb+0798Irl8537/khJ9pLgmRyhTu2fHXw49+/eOHQH+zP2qL89iclffXVqVPXXn1832N1q58pJYT7mweLX3741ScTt798AvbsetcjicWvp6V2JyY+/NTvxAimd7seBuW+/ccf/Rp++4GjMVwykJCQkJA82OQP6wi51Nmp1/t809N8vYRrbLrjNbVI+ya16fiEl0Uxs/PqJ6O1C4uaZTPZGyVFigGv7+12p8wq1mhCz04qkNMGJrxqk7pKoFsYWnRrtJFmxgfgNk3aXZ5hhletNpmmpwcHOZyhocnFGhjgg0YLRRNUUZEDQwqFok8mkzUzetvVMNfnKpoY9LbPMkgRCIY5HI5h6KLVap0lBh4h0JR9xN821ui+k5nJJQZFSTYQI6Lw49TgU54K4OCtVj6ciP6+YSTcR0fRvH2T6epVtboduCPQyfo8lXAWZ+FsaiRrPB/w3WFOFQyj0rhFs3r+UDVHOujthRlJJvR9LALmgEFhljdJYtAsaCKXUIj2f1Y/N6MTdPbC/l5VtzsF/QarWOSfIBb2xRJJfr7baLX29Xm909MmE49XIXPZle7wB8ZNl9Tnu5v0Q302nnoapog5Kwz2prAqm8utr3e7MatH125ivX2Vp/O4zDXhtpVINKIpM0fGuwqDn0Y9HLM49IZR6yDDgYLpewtRrfirGwsz2GmPRXtBrLyW8zp7L57XfrbwzdSG9ZjkQXbgvnsX1JuXgO+eHW3z8AhzTuMG/iv0t9J+iLbxSpKyU/2u+83odymys1NSHkkcS9l/VxkMIdzLU1F3O2IPfO0K5O/Pph3IOwGfd+HnjmiVAej0gP1+OieGXwISEhISkgebfGktIdwZDCqV6JXhgjXogyy5jhNwEIswG3zuk15cUQHDFTpwt/1tCjP8PHs5tZ9ZBS/uYNmYdqw+3GargMqQoP9JFIZgMReGxACymZHJLABBGqinIVAznBSBFJW9DGFi2CquJP6DxAbcixfDiZiB7hYgGEj3X+lBRY1NOoBc+HsV5zcWiaExSAa3PALuexVDwJynXaQuCiPXoK+iqYivYkq9PMJ7VzNknCFMGVN/EXQscTiBOzzNFIOqKWoLfn2RmVOB++6f8Cycymi+u5xazRzF33O/QR18pI1LRXLaOP5kRYdUFv6G1hqFe+MmYRs478/tbzjZ/f2pja+8Agb5N99dObruJ0sbN21qa3vmuZ60g5f/2P3Bi8gkZ986ejTay6KA++5bbrHffBx890vl5TdvtoXKoURn06Ydt3sOvP/9tq2vXCop/u5mW1QNHmC56/54NNedy719++D7Wz/MupTBXvlUKSHcbwl7Tn/b9bJfuJ8+tTXx1Hs3t1xHAv1l9FWw2F/4YAxCM9sI/x34PjfuNksSEhISkgcLrtvRgR6DAzBsdLSlpXqhHvx2iq+lhTPXVI/EUqlkyGMxmVjjQ1P5kiWbGbnt/V5ewG0vDaGJ3G67QuBUXwXDXDADM2Vi8drTmxz2BY8OOe0wLh+CMTMzehiVr9EIhemE+b8mMiX58inzYcWcxyOTMRjt7VcB5B97wV+v0PVzKueOWfX6AjCakbkOc/nBgJakpyNjPdraDyzEjQV0i6G+Hvnwbjcy4pENr5irBiO+dnCQ0jmK7lKACX9VzeO1W5wCmQcMcrtZLG9yr2EGViZ3U7pECL4/fK9Z68IMp086ODo9jWxzXqfT5hlQ2MWOWBbm4l64xj05NTTn0TkZVbCGmmcReAx2cRTzvrQUHe7i4tycDoxx09tqdbNzwGAWh49nQfYE993tnGFv7/Q07rsvNIVV5KWlEq3GbZ/T1Zo6WKZexvDAYXmYC9pMeMjYXTS0UOvs6DBdZTgNBncoO39twj3AE2kNGd/7DXI6+2TOehW2H25SWSqb/jFukp/K+CUnjlhKeIR5V/AlobMlNTVpzS0r3KQt7O6sa5AgP8Q+khSX/idc95eTT8Xiun/H/iD53cTcVXUwhHBPhVseL8GDBoRw3wydPGNQndMQEOlIuGdtRbNTg03uu+mkcCchISH5n8MVTQUMVOS3P/TQHD/d77dX8zX4JunCBaiC6WANrEi3I7ddB9UXEdz2YNV0rXTOv1g00ouoKpqUgjvt/o6PeIZihgMVmYj5digSl1Io6DADINdYBvU0qM5ksijW+wH/Z5ANf4yPamrQ3Qqf39MmMPEYMLp2nqbgY+sfXqukHlPRoLC+3b94B88i7aO5sFlRbKF1HI0I41cziYGnyL6XclRYUSzmvVCInq1At4rQkxXDnItRbxbVF+lp/XgtPPLdR4qCs4ZDIl721Ic9Yg5fix3D74q1sNQcTsjGm/UJd4i8J+0Ag/yrW7v+KDz05bWskne63z/w+hr97CDoqgOZ5A3fHf/xy23XrpWUdHcfOBDtVVHAlzx68GBh4bPPZmUh3z2qeg5FZmZbW11Zw619Z1599tD57u7YQ/OE6/7dxylffHDq+5uPRt64re3R1n3nXvniXPHmo0F7PiDcGzdlt6LBS+/syUt4/cdTiV+fuM59vevJZcr9SSTct28PfH7h2tG2/6+RQEJCQkICaOc9hCzicCiUlpa5OY1EbHb6WKzKISMeCW6Se7xVHZbaiyvS7W7zDLjtJrU0nNtuNstkYJq/7fPOzzgWwcGOnC9OSHcXmF3gtHfCi9SjEzrmnGvK4cYT7dxoLn0YtHKq+ZjC4OmTCdrbeTw8wm4aHaVQ+vpQYN5qnVxEVj7469p6oUSSXsrlkn8Uo4NceIkE+fB4HB6s8aZFDFx4A3jwUvDgGVXgweP5dHV7JzjwfQMjiiGzHkLqMcjl5WRC8l4IqXu3aHEKG1rgMAcnRuE9ZwLnnOGUjStcYqo76tVgZmappF6br1Eumoeq+wQMHu68MwTDBpd4MpLzjhLvWq3bPavv75vwvo1e1q7z2M0F7nCHkclF+XrRFDbjwX13tbMWfPew8h259MpF+4zNa5p++6rX6VGI3WGiF+np+ZopMacP3bxSqz0e8eq0+/qEOwE36TlIkT+O29Db6DfyNq/dz16JJO10bjksC84xnZ6XF23zWBCmphL15sh3X5Nwx4E9o++GJPk1Oj2+0HxS9uf0EhjFWpgatTjnmexvC59M/HJjQ05wPwPCHS30Enz0ae6VhFZY8PmM1IRWSN8HeQQJ9yBdyT1hquFJSEhISP4naJkVhHCn0VCulw9+u5nfC0n3QBy9gFoBrqNFql8RYTbyx8Ft7+ANh3Pb+XyiHL6TYVC5Y4imS0QOvsHvtH/CYzA9fGukJo1Y0IDHPkQbgGGdwZaUFh6PQuHA1FAMYtn5MewXSXQkQlRNM+Rv5PHh5eYBk9xLscFw2Er+Yerk2lt4NojkUKc/TrHgOXLceoaueQOmj/0tghevc6SMKnyBtxkCTiUmj8V5R0Uwgb6b3+DGkXxpqkFoSkWTqmrcd2/hdYLvHvF2EbQtqXT43QATr4KGRRjCyhUt4oOJAakUWz22GBfup3N6Qr40VrgQ/d7S88NXDVe6u3fvHispKSkvT00tW3finZu0s+woLNvQ3X327KFDZ85cvvz05p3r+t3btHNnT8/p03v3FhZu21Z85v1dB75ai3yHPdvyWMP18m83bvz009zcr76K9oIAXMntLa0Nu95J2VayL3dzRNddIunpYZ/49cKh87tSn/B/rS0J9cScyLkNC11GevzSuV173zqX+GLh5YT90CjzbPGphwnffTvxeCriYbxh5uCRe3Q5RUJCQkLyn0RirMJDBAzG8HBHh06n0TjEg75pViVfo0VCXcy3MUwsWzXWJGkM/KV1O1SyWh9P3Vztkhs3rFZjmRqRy2Wz+XxqtU6nsDsm3e7G1a0KK3A7zC6azNbM8LXzfBRb/4gVk08qlZr80riddq7EXTBrtroq5z2yCkozg+HztY96GZRanY7Zp1DY+dQpubygwGisqdFqN2yIvF//FEZjQVwsGuNIjtwXGhslGzZscNfU1DTB/sgdU1TM7lIY+j1M2Z1aSvNob3uvr5Nh+W2Qcmd+fn6Af8yMFRRooprlQbgoFF6jLJiE5sjDCgNTRnH6Rtt7vYxmp00KC/ILCkI3GgVpbNygFRmbJql6u6FfJ4BnKEa9lt9sffOui44iSYSHViUSo3FyErMaqm1OnqnXZ2mu6FOZ4Y0fZntw+N2iSYf1WP+41wulOBaZzOUyhsm7Nzbmuxcn9dZqXTM8IeBt1s27IIEfam9g2RqlnGowOJ0mk9crk/H5Rs2S9sWF+8l4O1JCw80+yt5VeBYpxo0bMzLuTTQdLZvNZqNG8uTkwsL3Um+v3zlOSiJ8967kj+lX8tYi3BHc7J6MbpQiT0mJ725AW3YDNPJ0ZaWkbo626YG8rcnbE+kZQVcf9cR8k/YcfLQHV+Vb6cdzz8HU2dyEx6DD/RW8PmcVycno39VxeRISEhKS/xWZwkXCGkUl3Sgug2YxBianIvi0dgjhjq+ovlBi4+B8dvCk/FBDHcEa5HBQipzF4nAcMfR9oypsopKjhdUuZaqOxRNhXkmpUAmN5AZoIw94s8i+76TYOANQvj4VLXX876CoKDjyNBYc0YZ2/gPkF0FMSTVH60e3OwLNQOiHAY68gGZQuaCEJup00lBwhSIqBndR7viH2LawTLAgjUoVxijcSoVF8H7TMXDvGpx3CudPjBr9XgCKyhORdFRR068SR3kcohRK4Q2MTrQ5qoSP7LtrRUOcQXxyQDtlnh/pPkA6hqHfU7QojbYYbLvBhfvx58+/8Qa42U+vzyTPlLTVZfc81prGZtPp586dP3/mzK5deZuzb6/vMheSR3V1OTmnT1++XFhYcj6l5Hju9ae33F5HvSGXi3z3hobLucUlvx/avW/Xe4+WRf1B3gUcbvaWH37Yuzcl5dChffuefvp2jPcCuJJnejazu8fObxsrfz8n4infsePA5jdLtr24u/yAfw+Dwv3ghYcTH75w6alrl7oSnz1/PKHspd0g3L8vfzO0cP99LOYwPgkJCQnJg8cmuwHJgOlpmcxkcjqNRjH47R3TlXwt/H1JlyjmJ9p7e/v5RZqA/q43WuehZM/kZRrkSs3qP5Ncx+zIQLNFrbZYqqsdDqMxkg8q0cjNrhEmZcI7qu5tFvSP2A875E1Kd9xOu9YoFx/mI5dd8NsEo3O0Xe2DYUk2Zr9hzm7FPfYmIzSxb9gQSxP4PSPgm8sdGD+Aq3IGLOcA43BXIAQWCyMuLBZniFXu2GzLvhUwtLQXh81w1wGnKaxvvE6gg3xDPljwyqZFOAEOqtg+BEb5sE6HDq+9d9THYDQ3Uyjz8yMjfL5ePFkQS08jIrMxfYO2BlL1coder5hjwsAoX2d7O4Px228y2ciIGQ4t8lKZjRKtG5z3Kf0xwwA4751qnpfxm2B+hH+sIMJ1HbdUq1E2OaguA1NgGfWNMiw2WbVLXxDuGpPw3eXWY0wmj4d+H1ZZ5CvgltYYYVuDR+BlqX3NAmblsTB3UbhabVOT1YoWbW9vbh6pdBCHiwt3vBW8sJDNvjcmuSQtLTd3I7QRJifT6SdTt9zVRr4mCJv8AlStjKXsYu/Pjl9pryI7+xa7ZOPLiZeyynM3L8uRx0lqKrobkJXFZtfFcS/giTQ2GORdG3dH68BvS/qm8NnErUtJ96BwZ2clwwDbZ3Ft/urG8oTnMr4F4X4jA2XfQwj3S+T0VBISEpL/M0LaPG5bsphMlJ1F0fSg3y4R9lNYMOLRtcxdzC+qxOenOmmrY7aIdH/9BRj4fH6I/1+BViRWcaQ+3MSsojBVh9fqHLuL9PwFGpPCWBp3WkWpxftHxNEate8jBX5DnBjHSjDPBOW6RLPfNb4vwM90pZKvXtqLBZXev2/yv6tGJ71oEozyEaiDHyRsaAJiGKudP0uNVbgHaUQ9QdASBIOPiMV4PKlUBUN1Y1uKK1RiQ+C8ozA6OO8Qma+kyqO9KCHBgc0wm/GOeRNPwBmihpueRICC6TSi/X6VRR4CJVbJxCelshhM6E4Nv6FIFFhUx9QTh4sL9/2vHzhx4vjx4mJkkr+/bpOcm5RUVrZ/P7LI6fSU8yWf/lF+8L0f1i6NCQibvLWVfeLbfaeeH/v0zfJbT+eswShfAhn5+/ffbOg+nvL77+cL951cm42/c2dOzpEjjz++devZ4vd3bYnxzEmSsnPSYNbUxuffyN0V6REDLres5+SJ3y+MpXz0NDLng8L9yNilxN+Pv7UXXXa93FWcsPP65cTkkjc/PxKU7BculJQEhPsjjzy9pjg/CQkJCckDQX4zkgotFktVVW+vXC4W+5b89hpjv4DHcgqOUd3+kZhcicPlsfSyLLpKsbxmpVebKdGIMVmF18eD6nW7PXKEWWvUu+Zltc2MUZ/XiZq19dQCpVsbpXdmFcYCvVlR2d8npUxYvL7e9k6L804Fs1pht2JUecFik7JGo62/nx47l3CtzWbcS3dV4762pw91JCKWfHNvL5oyimMR1C6T0rZxD/MuYAzpGqDdvZDHY7MtF+6Wpf3oHQ2a9b/5/7eibxzf/xEX4cybCUdes+bU0kogJ4GMcqOyoAhy6rNQBK9gMpH/7vW2t/vAf4ezYfPML7isYJnDsIBo6yEaS4Peu8HAZDZDTHwUDo1CGYeFZh2ipdtEoQg47w4ImPcLKBCZH2VM2CpGZsxYpLfuBq1ROSk326FhEm4UjTIGbeOVVke4GV0omF4jl9vtOh1hkTP7+OZwvnu6tkbp0Luqpb7RqlHLHdmAeTZ09r60FC1aXe1k8KoYDJ0MKmb8rTLCvLyASf7xvTLJkUVOp18Di/zLjcdzT6fdo4j1gbwbsOh2MKH3stPWezWAulsOZnyZ9Ujihazutdv4OTloRimKzD8Wx5lLSvsOOvCTU+jRHjH4Km8sOTk5l41q8oPCPTXlg8Q3Mg6molrIxMQ3YEDsCdzCX9bnnpWFovyEcIe5TWuO85OQkJCQ/Odx43YlJI/R46mouRpiM36/vamIAm0yAubkUptMuhDjNMPmzRzsrhhuo9DIV8BiUL3OjJLoRRa5CzK9yLZk8SjMyth6tVdTQLWr+plOf0E3quimwLjTi9SC9daHxwpM2ESoVMjFhmlEfrm+fAjratqXK2kweUMQKsUencOhlkKV9UFMK8bDrqaKAckVQAdPAyAU+LLy2Ftb4oErMlKp6JwtH8Y6zbJQPJxKuBugiXMEK7SFYxiNFuznb6aMcw5ji6JYvHf8jcuswG9+EHMDhqKn791FdpoNL6j5hNWM3sCRNy8q4nCIA0UdS5EGsZYK5XwPnr/v4AlUhyNl7/l8GwXV96h51iXhzq2re/TRzz47efLGjT/ohYW7d+99//qVH/a/FtuVUGg2bSora229eeXEnvLvi4vPnv32xkdHDrTuWM+SiNt1j8Kiv+z5Y9/Z4jOFN7o/uvJo3ToEqbDt6GOf3Ty45/GzJSlndp/4KK+1ThK79vbz2mutrSdP/vjx84fO7P7lo8e2xKb/uU9kf/Zd+eOHfjr7+JHrO14Lv+GOus+OnPvpp7Ebu1p37Fsl3K+X5ZWDq544Vvfc/luJ7z575on9QeHe1fXee0vTVBPfvBHhe5CQkJCQPMhwJ/X41NSW3t6ODpdrdnZwsKNjpFKkzUyQO4Ztoyydxzyl8ZebGx1zHkGnzzc8Z5a7V1Src7VKzO4ZHpzgjcqY9mNTk9qw0lk5abXPjMtslk5fZ62s3zBkFk81uetjb2o3KmfFdjttxsOsEAxOWBhOZ23FsKfa4Lp4WC+elUPDijZSRchakNSIlEqlHMMws9VeWVlpmKnGLe1hAc7EBPKuJyYIeWyzVeDIZAPVBIa5oYsBzOIVLIYgf03UhFpqdnb5NzNbjy3tB82/b9XVfcTuVgju3MH33wnnFPfiiYODNh4ms2+8Hw67UqGAU4CJxXAylPnwFlk74L/n5y8uojs8ZvPFiwYDp19X4WyGCvhOy8QdgW64b3ykcsiKiSeVy2cHhIXLdbsXF8Viq3Vubtxjq52Y6OwcvCPV9Q8sKPRiZU3Ey0JuulE5BYX/c5UyWXOzr3PCqdMNDEDJ/2R62NdJtMpFsZ4/NyC7w/CBOy4dH1GA7x5uX7VaudxsNhhstTy1ZUKqm1OIHfXpoc5gJjff6NDzDeO1FhNvYnC4344pw1w7GY2zYsXcHWeVaXx1jzsyyY/Tt2Vtx03y1LznkuLWsHdzNOeXjFOQJe9KPkP/KLXsXiyZkFCWsyv3d9wo3537dM66BWlZzmU66m8pKdyT2pO0prttSUkHM16A2wvnCj+L4+bCztQ9WRcSu+i52RET6MKkt1JeTdyWcj179yrhnpdQhnvu53N68NmpbyRkB4V7YmJaWvDjsZTbkb4HCQkJCcmDSzo2hDuUkIdmsYqKkN/O8vvtqFumgzWybNzpFF8ABd3tFMVdZdOlIjnNA9UhLTyGyh65oMOBDTAZxDBKqObAiuJOYsipLpWHafH3aneASztOc/Fn72dWux4aUghPe4TTh7Tt8pR2ABaLeEJ0mDmDO9bBHHlTlN7vf4JA/p4oX0eMS4mIDwPa+VeDmlsAFEen0VQq9DJjxLR2nDQV6TEDTSethScqCDpYDAqTY1BhVKUwrsuwv9g7t6+m0jOMrybLXAQIiyQgxyAJOZDAShORIEOEECQQSEU5KgcrMUNQY0VpsMko6hCVgzAmGJnEgKfGRpBRGIcyWGxrZZTR6bh6U+7mon/AXPAH9P32TgQ1R3DaOt3PWu1A2Hz59k4i7/59z/e8fL6RbYXYdXxxoSqjRkpVksN6c6AYGLWUiyfgoCAYDidUUE08bNLwYH1dWxLnpEPs+eALR2IIhC/H3vuoj7A+SHZJndjAMmEvRBVTE6hRApKLvwi9XZffLtwRJC9uzXqefDxz4OXLkZHKvtsVj3JyN0K0oaI9fa7k8tffDX8PMD/vWmXf325fyOrY2JCwZ/P0xeLLAMq/6SvNy84uA+7emruBpv4fny5pzXo4M1CafSP/XtmlC7G54dfeXqWlXSzZ//Bp2a2/Xr3Wfftya3gnmFZ47vn1vvoTtyp/zMoJ7M9LT+vIyez77E7ej3egAv/+MnK7fz14i3Jz4MkmXuHx3Scpf6qfAeIOBXxu7PZtFMrure8W7gf2lux4j58+QoQIESL04ajO4/CWZi1WK4eDeLsa4+1GM9dWfpiltujxMlzSxlHLbL3ly0MoZnotVyxoWzGrtSbGBIPkHjLomvSB4Dli7VaPaZkxzmhWuccW+qGVZnVbmFCsutpiMRpnZ88zTdxmINyjoyYVYOAFtlEnkK8oALOHwWXDUXqcC3gyGchyf9ESsHUWAGeZyQTsmYQw9ASqzpeXlzGm7sCZNc6wjTATpAcPxBjtbmqq9sLwuo2aCn4Cxb9G9QovnZd76bzOaMTOx4mdm9WNEXncLD86ii8tIBKvQiSeOTaLSLwRrhbZIlLwg5PtwIqH/qQrKw9gBj2TRQtjGhnG/zsx+q4C+q5RmzkCi6g6jPpbIuFDPotO1z+JhiHZuuYYE1yTjKlRszlyRbAibLOkrmllXmDs11hVqi7Q8rLDoVbrBPrqQK9fuqShSS4wOmfdqmZGxpyN62AV9VtW4gLcarS1ieUGo3VoeXRurtOmdSuhx4H/K5be5pLPG5fcqrne8S6uyqoWkP0PGieZejBpXgrUOfXXELhSn30HEHRqzAw4yTdMtFE6ymVaN0a1t6V+m/D1+xgSgfLrCdmpn1AOAHd/gmHoDenPWYPZSZTd0VfpF2J9LY8i1HNaKqxXbEu9RNsZ6tDXqk3eBeHr0QnJUR8HO2x/cgw43ZHtZSArF74/k/Ap5RD9GXz1MHo3NFzKj02Gnx2KfQQ9Uz/3pbmvLdwplD9H4MAnRIgQIUI/IzWQkGUdEwcyCxE3FmO83cr8Cryz/WIfPW/jj5GqIEfDw3l7G56ET2Zy4fevkGRsw1s/e0OItY9jvLFT2h6y/eRbQqsBLBbDC1K/Arq9SDWGaWKOSHG8FS+GRgi62dtn0yfUsBMKd6kWfo5lkSOFGvLDVDx2bgK2GU51FsJgEIxf7T/rVRfDBo8vwiF2tu79RNQ08OXkIuoQ0wTvN1z3E+dITGoRWxdZ6BAaxiHN8Br752BhpocczvpOAUTVYD2EkUikdqU8RCsCZEtvl3Zix2dI3Wxd8DUnAccDkLwFFhVMTF9zYv/Ss9VYy9/7GaPBFrIkvAeBCvePozqKnzcmVzylIw0+namgPWot2Zm2gTvJtLTckpxHdyu6n94rvVf/7dNdyQ8ftebuTNvQjfPpncVnGocTur+tryzto5+tuABDboC71+Z+3fiPPfTSkbx79NvJjWdyo8Izq6/RxZLh5EH61S9HShOSjxa/CuuKfVwcu2vPp59+mrfrHyVBwiEvFt/tjrkDXVAp9OEO+B4V7ttL78JXWdv3Uj7fmkQf2XqScuLRQ3ol5SNE3ZGGh31bU5HuNoa3DkCIECFChH5WSheKj+BJevebm8lkler+fRZLKIwr6LfbGL1HxtRiIf7nWEEu0iwfYTR71BzFWvd6ejwk6i0yoT/pBHNx0hAoBluv0HGW1OdlCNhyVSyNs4cscsWH85c+vVpPFkxOqtUej0rVDLKRtLKhxXa1eVJAXlEI48P5expUbcLq6ik5dPrs6Z+EXp/UMY0HSPIbaSwkrswBjw2hYl2tBBjd32PANm7KoVMoKNRTfJiC4BKQXjSF1e86BOHtmK1Ggxn8tSrcEg8cHl4UsParHEy3ByVOLtnNkz0cAcTni6tdwogLDAk0YIX2qBzj5BJVswg7GeDuqbN5lMRVyTyLVLWdzRHAwA2ho/7RMJwepZrlAfs8vPNGSVqmlVoE2wyg/0CQX0fvObLdrtGoVGiBYZnr9iwUGThiRaA7zX0FLhG5x6nxqEhzgNJVDk17D0ekKAhwU4k+De1UBzB6BkMqay/qEegDfBbqRA8mnYvn4e5xnGvSUDm6ar93LhACH6hw9wkSCxNupJ7CIHTFes3fbwqZ0/MwSH6NXpFV8j6G3JGyP7kShtwa/SUMiWD0BiSJuowNdiApOyErJWLDDNKLWDoY0rGYmjBPb3NULcSvfx59h0YLdljtlgGYGUTuJ5yB71DhfiemAr7KidmO1eUfRf+S8ph2AYbaCtQdU2Ym6u3q0zeZ72WhgxAhQoQIfViKE+u8UBNanIrFOG9HBI8LZLuZpHhtwuVQR1G+DIv8lt9YwucwR+HXD0uHghlxfYzxF7/4AfP2hqy5XgvRT81qWAjKIjdwFO/XXv0ATPNQSIHBei4DhXT4hGJWuBBTQ4U4eGRXD5T49/8mHg+V8v3sdrgyyJbu226w9rqpmFBjK/s32tO1jT9FnoSlD9LrhY8rjGWmVWkmT4VudeqTXmxga7zR6yjWR8aCrRWhU4xQwhJqc4Rtx8iAPddB4TiKhV95zd0Ph+LuEp7O24a1KkPF0gVZfSrgP2DJMN/9V8yhIDnzwQv3VweLzzwZ3rWnrP5HIO+Ze44PN+Z0HFxXNevT6Z2tOU8AkpfR++rr65/uSW7MKS6Mivg+ba14UbnFz2FIhMpL67uBu8fmrnsbZnoaGmzmaeW1a3kvuytoOSUR9y2qPfiINtM9EnMjb2BX45mUcIr3tKgzl7uhgW1p6fDwwYCWn6idl4fz9u6m3Kyn7eRtaq244S3cY0v/RYn+MnXvASDudyr+QTtOOZl6Yu8fUKl+7dpNbwmPRGxPJUSIEKH/SzXYsa6pv2ip6pqcZLFw3i4UmpVzVdMM52RdASqQ64QG+3lSV4bJYxdUF6xaK3HaLgNsSFqc7dFV+3UhCIXzAmcRU4ZyVxBrh9aoInzYoCrgKcQAec3UMaYD2hSBVCoPlNCTk/PkJkXbRjh7QVx1tQi2Zvb0IJDfTh3yINu8jx6TSDVcGfBklIiIyLGxB5XscoUe4PN/KGPyf14oRLy6ukn0AK6MAdYp7HZUwg9BJL1Dhva3jgIeR/+r4aogjgbZaJaA1veg6wi/F1EhHxffUC0i63rY9iVoXeVQcdFbodnGNTHdGmqRExY+LNWuQGTbpzphk0jAMReNLTpUy9gAXJlH027vF1gUrsDkvaBAJOJwioqGPCbuNOTMS2UaKnr7CgPg8c0FQoy7s2RSeLM3A3ef7YE1KP+zSy9QiHQ9s4sqblcGo9mxqLYLRMI1H641R8ZXCwzqMZXpSC9jgukussvlfocMXrjj4kXF0vbQbyb9kpKUWpo5vHEvOYLkObSBbMSJt2dnJuekbMDf4hMMmUxP3Ytx99tZyEuyAdVuuZ4ZE70VCuNuWmuog/3pVcou+l5YqbiXcDQlvLuS9JSO7BsUSmpqbGyww24Dc09K3bVl56bi5Dxv4d5Kz6d8kUmHUHhokJo5A0nuHyXdSX2MSnU8yd2nU9ER34UQIkSIEKEPXwqmCi/cGctiMZ4rg9zky8DbtUwfX9SLZZCUXv5G91QkH20fZ1L5Aa3DKEejC4OWoXI01mofr5ozCbZq3H/fwmAwmWx2qGj48LQZum2S2Ww84jxxTbA5dNIhwRZG6gIEmZDD8kITWiu92OJtEcuE4n0O4odWVQWPoMh6FA0fRm9S/6omQ3dcFnTH9abe3M+Yhq0GarIlXPYOfXrZ7SypF95fYXBZao48NHlvEtuVo969FWjBSBR0c0Y6vHXNTBOGyI9JZeygQewN/H7lKLYSUM6wsleCxOcI2U7s04Bim5R+s27CKdzT0lJKjj66kPy3pwiTIy/5cOPRkg1hcl5UYUlO4/VdA/Uv6S/ry7oThp/kFO/cEMqHIYsfDV8C7l5aWln/tGJ4I9w9amdxDq2iuz772khpGQzVGuncPo4682hXd31eXt433cOPwjHLb4561QgNq1JT6fTGxqioQP/kXfryD5TovZ8+HS7OaaykHNi+Bx4r7r5B+UP94N3v9x5A/82NBdfN70vhLgA1X7p2jULZu/cjrHA/uTU2zIx5QoQIESL0s1F6PBmPNbx/WKNBvN3jQbydxeqtWub2c/DypElO9UxDZyONXS5cLVgK4kVe2s5dVHPI8X7+hsTHy+VFRR6PDQinSWXV9IfB2gFaAmnn2JUIWzZDP6BmGyS3zNrtHI5IJFxvMQ29K5FTe77HCAifqrEymSoVwvg4YdcCYLdqZqlFwNcNnHmyBaJuqtebjvJ/rDqhq1qvQLGZHBRJA2sZmkUPMHgpyQb0Hd4FaK8AaudKpaoXAMDDLgGRqLo6FC5fVXy1QiQXcCbtauqiB+XFIHZOqmGe14wBewegH2qwuHi9iCzosas1HhlKJupsXpa5NWpYC5D7Xy7C1SackpvtYxrclM5VeQCPQ0jlmk/DWm1Gi0Uco3pMZgK/O0OlBe7eowjgspLEr8jNRRpPDWM8w6byaJycB29sIVlzpEg+aV70NHdWlXO5VCqH886nIZzC3afaLY3JgxAevjX6UPYe2nvB5LlZyZnXkqIpn6TmZV7f8h5wcBRw90GwfJ+MPrFx7p6blQCrAmiof6xnbq9SniTkQwxMPj1cs7wkNha1r83OTgkY/1IRsxerwfOSG2Pp8FI8hce2JJRCA9aBqDNYI9Z7UecQXM/8FqfsMTEI43t7MEH31PfwqhEiRIgQoQ9JBfweDCO2JI6Te5CLHOWjIPLe8otZpa8UNyjH4RAV9U0Hezyf7aXtykBdSvl8pRLvFVkjdbIbwmLt6TwFkHYmoxdHqqQaloYjCBeoBtI+nguyUezUMalpNUIHBXWTSCzWLFjm58nCsGZHKDLF85vIYFGB7HsmJN/jryn+fjuM5/Kw2WRyqKR0f5Lwmzj9VKt0GWv6izD0OEqYD3ewAp6Yo2Rpse6kaDVABSsBQTZo4EKm9EVvKFI54zxVFyJAp41jl9ZgT3BMKuVwgh3qEi94OxswoAVr4J0U6fwV1nmE8hMTmcx31p8iKdxP1xYfpVWc/fbeSOXLsu6Z4999fbT43K/CK0kD6FVHzsPjZ7/JBkZe/3TX3YdZrR21G6oseTvOwRz/1nfvWnZf2cCljQ34qiPr7veV2TE3rtF3Xf/6TOGryDJwPt7xIutS2dVDX14dON7Ymns69L9I6bm5t2/n53/55fHjL0p4fiNpUOH+xeM7ez/r+x487id3D8Jj547Xo8JdcnHwGmXr9phzRw9EU6LPDuKl+nYwJF29euDU59h3M8d/7WdQQoQIESL0M5ZQt4RXFqTlhbFjx2w2aIcpVKuPHeu0GQSIXcZJHgisjq4r4HLhrPaAT5foLT0L7lHG+ISWZZ5ve/evWLpLPz+/sOBwZGRMQJfIJee8RRICYUug86dF1+NsZ7lraiaaGc1cKdOtXjAaxAFDsYMpXRIPA4rlFkglh6wYSCMHyo46g6IgdrwbqNUK+eMQQD4lblJI/Paw/OmVDu1DX6tBr3+78ekUNBbdsN4edGXFteZZ2+oiKmEiUVybS9EkJkO3WbtajXrNOrRc2EyA95i1kVQqt1ujcTonJwWC+fmpFb2+QRg6KgapoK1BLOf0OJesi+Cqr4F0/U6bTaVCg+l0FktTk0sY7PWEpH4xyl5nObTLo9Odo6MqcK9P9kADX0Xd253FXistrsliNGsgIpQxPddFUg21mw1keZMr0C/EiR84lxxaW3NGRmcni2U0WiyuAPb+umoB9BI22eYyGKNa1pJhfqXab+vfzW0NxknPeZutt3d0tL1dINDr11yuSAp3n3BMfgDD5MdjN5jigrRzS07yQGoSxrbPZq3LU/6m0qLO0XZl/xUG3LbRAaNS/pw8iJ1sH+1y5O4gSdRzjLofog+DLT0s0WgowTEzodavXQYV7jcy62HhYy8Y+iEaEh5DvVOjYzI3RWFJ7gdod8HfHg3ZMq9Fx7rhIt3IPudnUEKECBEi9DOWnqXFCvcrynZkmWGzN20ikxF5X2DjZbaL74FOluMM4xt0EdF2FC4dmLbHcfqlUpxqK5VNYUXAVENf0vNeBnolPAYaTMBkYUCEejvxRpiIyzI6SVw8fJ2/ehvy3xRaC1gVnpj+hqysmjdiKdeltwcFo8WaZ30v0evhCZ3uPMeAhcKPemE5JsiSlI5Rzex5cngLM6tCOxYEaC0FX9sBZg3bIRaUAnI4N3tofccO5B1fC7hC0irt4gB5pqsSkdtZNsyWfhjiYJRBADmaXQPbiXN3BMmDc/cHbJZ0Dh2ZoaJyAi1jgSRsNomEXzW293OKaT2FO47JByvvAXjP3FPxcH/si8LajaxwRdWWHH1yOxPD5H0Df6M9hwEjpNtvKl1ysDXr7kxfZUxMduXADHD3ktPrXBng7cg9+uxs2bW8q6Vl3z9rhIEiKt7TJB1Zl56O5F+9VrbrQk7Jr8L45dbWsrLHj7NLv3uSW/vuNTh+43eUvLMJFS8PbQeLEV64H9w/AKSdviktlwaP7C6jPwbLzMzASZ8/Brw3//or3kr1xL+Kw8qWJ0SIECFCPxelT5l+QPVsxpzVU97LYFgser1Gk5goleos6M+M0GUu4nYxpodmLa8t3/vSG1YMGG23+aXt0HxS/sAI+0qbm8fBvmC1CgQN0IY1sLDWk/OcySUIwV5GYRwYaVdyBIqIa+t96fFC/YrcMi8wTNoX2mFAkwnq3okJGNQETvbzs1T1EocjmFco2n76gJg4L0zXN+GUG80Ll84AeTaYzLAWsEZ4j1KftFo3BMq/h8Ld4zn/xsAq1dCaJ51tB+TtVY8O7/0qgIh8XE0unM63BeqGG5Hi4oHAT3E4xn51u3WRyZRKuVx4eRioFa1KdR74+5KzH/rPPrCIV6qFvHD6zcZJFE0cg1NptTocy/AGmphYXpY5rBrzJDTUlfNd8UEG2RfXIJ4H8m7VmmwT4+OdzQ5He7vRYJHrqyUBi1eXQmdUWx1S28T0eHONg7Vg1FkCcve4eAsZuLvDZpubGx1lsQwwuLDO/4z0FqPTql1mzGU0q4YWzPNyfYPf49ItFrVaKh0fZzDcbrZRvuLty7uewh3Xx4Ci92BUOym7jJaVEiZPDiwck+cjZgwDXg7eRjQcpUV1JO8B2/dHwN1ntlwMdXgw/Sr2O0huwQcqDHXwu2ql0aHKvhOzK7xEnqiozMxTlC+SnmW9W+ffhd6uKMcdpbhjMB0e+1XsHvjqU/jqDPbYR0l/QR731dZLqakj2bu9X1+OIrqnEiJEiND/kfbxBN7oC2T9TqRSN21a2zkVha8jR6+WpV/zS3E8ARXhPgaT7RcK+my4LX5tuH4UzxcocdKIcj5MVPv6SXscTwGZ34vQsOeIj7En9pJMLOi5Q5YHzr35iYT6f2Jx5xARjzQE88LVmYHiu0MqEZrDvie92/DUv1AAOy6Zl80vYQH25PCTWyKSWEwmK5VUKlwTb2oLvB0TO7Fwnx5yU2StdXk8DgcN5UsKaiZ5WJNhtdYt4IvYRUxVxh/ht1oSq5hQDodaknGJe5RayFpCXV2bgxrTEXeHQHjfCpSbZQnShjWez6GqMlDPggzpENsS8Di4ckwmWhv7KtFKXcGXtLDCPYyg8XclART9/O7tb/tGRl6+7D57fPjrnJKL6+XaSDgmr/j23tWr9+49/X74u69zLhaGt//Av9IlKUezbp+tHAHufm9Xxf5HxVvWO7+o3DPPLvWVYgMlg9v9YGTrAYWtF87W59/81709wznFoXcFSCQPH9Zn/+vE04GsnJ1vrSY9+3YbJWbwa/ArzVxD8Y+lF3+96fS5S97CvfUUgPWTWw98Qtldf+/ECV/hnpT0cvCU9+vhjp/iQ0mIECFChP5HFT9lPgaRfS2JWmnX9PgEh6PXu90tLTJZdTX6A9Mk17CqEkncJeMq+HM1ccxWVWdVp9RqtrxD2+NcKwLdQnvNcu+cbdnjMZuDtxRtc63IBQbzgtVhsnVOTyybHO7ZIkjriJC0S+r4ALUfCAxGs1OtcatQIvvENGPiB67UwfRY1UojNPFU6NsCmpc3os11dYhHN2FU3WLBeLquH6PXRQvQYRRhdIfWC9DxZqzLNcs1NtSQE1teWCPku18rj0f9vjQ7++bQEKsjNb1+YpINhewj/fA6zt7kkOGzZrGwsxhDVvTJSaNxrW2e72qAkw/Plu5X1dUKhUDA4aAZnsfmNMGYRjcPyyaIWGlfsE9C/1WLfEUvrJOEfJa4OLEYDeXxaCHIhjE9OlpTc57VvtAPWe/geg9i5U9vc1nmzU7rkFY10Tk3t1wDnVIXdDq5PHCOUV31lMA569ZybZ1znWBMXzByECJP94tA4+IsFqdTq50ArL9cMwZQX9zkxeRvH9k2xXFamdyJ8elOrnvWqJM3+XW7w5Uzm93uiYnywyaVekFggYlihfuGYHltFi2zL+n3lFOpnyX8Y2NcG9eOrAv0EegBejI1P/m7lHWkubyptBQvd096nLkh7p4WlYsNdCp1hPY88vWAEi91zwxvV8DFLaUxW6FjUkfKm/9iPkr4K2V7DGqwehBSZaCnUvJRmNmwt3B/AS/E59GoRj+ZepOOfu7V7WTUchVpIHnDl5QQIUKECH04cimHvIRRBT0Zrau8Hf9xO+sr4HlO8tqCV6AkQTz3EZJa7K+iaePgUdP3SSa2wc/P35KYowazMKKLiRlcMAuHkajtT6gt5hJVRur1gtb7iXPQGnMMmnaurG/ASJQunkI8GlFjiC/HfC2r7PhNzXlLYq70/GuvOYo198nCj6gz0Qalh3axPqHrhwtCOL2z7MTw8ztKTMR/jB+O8njIEdvSAwq1sC2iuplcUvnreP05khZasE6SRfwIbryaxEa2lTXhfSGgMymzXSkIw8pfwG9SqqVcfFMEg8FioZSlYGrjk9kabLkI3nWAyOeDveNQyhIDm1N5Rjvs/Ai8ElBNLsIim1oSO1lLgZeKeDylchprkaBlApzHCvfYFy8KC3esM3zlVWvO9Uv12bc+y6vMnHn2pLU1N3fHjn0bsGNEtV6umBm5div/05Gztxv3d3QUboi7F7zK3f9dWd9n+fk36APPnqBTTVvXEkM6rxYGqr91M39kpiLnaG5uZLMqzKmoj3l8K6YsubEkN/Qu14OFe7r/+vjmv57sP3dwbem+Wri/KkG5MScGrucW8r6Dr/Jh0I4Tdyifb99+6hTl5LZ/fv/9auG+p8JXuPftWYfXhxAhQoQIfajSW2WoODjSxR39qkptFgo1mpYWEkkPzhho6zjF1B6+MsrliHylSEG8Xr401Hm4l6FaNOrfqoI2x7n4cl374sR0eXkzaXFMEGSVP72gTshvkpPt7W7txPTcOHBnmdVpsChCQ9VVQUdNFx9CWCxko5mqQcVe13jveBdjwlZjYi62O80GgYgfyYAhtbkgPj6+zuXi8/UKzLOOnDACs70INDSEKLZWi2ra0dHeI0jTGMOGDBtvKcxcxKUZgxBzrwyiVTUJf3rf/apc+pXXzwzR5t752J3t3lm6IScdk20Uh/FdXdhJTeOPgm0eTpjajk7eoEPlu3xKBI54BZ/Pdwnb4EqFNqi8I3g9RYbJJbVmERYnYBWga/xI+QQJticwNUVmo44sX1lR6F0N4FoPcafA1wsEdqfHvUyaYIwf6ZquMbnBNC4AdK/gC4PMLF3INxjHrCYTg3HkCIOh1RbBnRWKqIkL0H4gXigS2Mcctk6YKuMHraZIN9+kAA+736OFQoPB7bY195b3ZriH+o0WCPfxP65QZFB7wHXfe5ih9Rg5KzCkv8MkEoOBKeuc/uMVLtfoLdy3AYzOzMryd3i44m05k1wRcxNw71/oT7OyokLaQUKJt6U1swy82idTv8zM3LIl1OGhlJZyMfkShK18lJSUmZmSEurwwOJtuQzrAdFwmgOR4/sSWjdkzO8Nl7o/p92BZypLWDvd1cJ906ZdWCW+jf5sE9qUeii2ZNM52CNwKnMQ65p6gIYe9eobMM3j2pa6wXR7QoQIESL0IUmOQdVjEHrRwuCirIpV3u7i1wAabCYp1sBUBdkBWRqHMxbJ7xpg9vEUSisM15JYzpoNRY4b+BzIz8BDQDqlLKUgEpjqk5zshCZNJsi8WSWzs8oesiJI88kNKZ3HR3BauQRRNedRfb42FQUXA1qvkkgO5uya5JapMEDv/7J8uTevE2/wwj0DA71rhfrOcqUsOMLJRqce1CUVWhLeCuwOGGNpYSXF14L1CMnEtEa2kiIChO+QZmAA/1gig+QB63zomRVAUA3Vty9ACk0IFEGDkQp4cuDundjRyJquC7YfwMWf9XYSZpDUQToJp/OmlG5sM8QVkowtCHAUSMAxke7/guQt3EtjRgYGKirOnDl3budO//HhoSQpLNn/pHswP+bLq/SnFRWXL5eU1Nauj2zjkhRuuf6P+spb+XmldPqzZwiUb+RuoOBV4X5a2Y+f5d+82dfX2NjRgWa3vhN9UbEnL+9QfumPz550dOyMyGZUmHO9u/5QfrjUPTanMu/Q9tJv9r949XpH6drC/dLWjygfffI4b6ZjZutJSurRjk25L29QTg3Sv+nbupVyYBgZaLwqrcdTZSiUL7ad4W1gPYQQIUKECH1I2hwvqLryi5aWr0gTLceYGiHkyfh4e12dwNA5Xn7EvSj0GnHTC1wrPUWk8vJxkswpenPtHkg0NDs1DjkQ8OZqnf2ByXF6gdC1MsUxtmu0NeNVvdMTJM+Y0yAXhr3FKi5OKMQ5u7OINeSQ1ZDmAKgiqg1+CjXbMC+qfj+UfXOBJL5NiOg6cq/LLQ/IkAcPdJk6BEEvDkTWRzuByiIui4RXs243YtVqtRmj1w8wmq3Qh11k/k9qn0SInceUQIdDeRzIyzBLzWhzJ5z8dBdaYuhshsLd5AAOv6hBIB4amYI7HSA5RuEbgMGHBOVrlSbRi2ADhHNsUWaq8dJ3BqnGJBsaK2Lr5mHgJr6rjheq7aoeEH479DAdhRG6xieatUwqzAwn74FfmALoUjoJcNzW1VVVRSJB01+jZUqhrwsQ9p8uaQLuzrQ1d/Ue7iLJNOrg3N3udMgmGBlVjAm3pkcgUvhfA9gnaTKoZVxGV1UGY1mzJBfz+f5PVm7RLNqaHT6PO22YTkcZJNnZNFpuwKadobU5amfWQ/o9NFRMTHLyRsg2rrQtLwCUQzNRBMpjY0MdHkrpKecSEpKSUMwKmt16TzQ9qjZ5F7YaEEPDS+gI9KvYZC91Lwl1KET3RO3K/ILy+6ThWN9Ny9rCPRlM83thsE9SH4O3/QQE1h9M+IayO/vbqIswu+iEhNXC/VQ03oAJ6cKWkLcMhAgRIkTo56F4chHQPAh/AU1D3PTCKm/nYGkyLOrq34QG/hipCpAlU/luzLWEz2GawBZ8jGEKzhrRMP1KLgOPwOYyizgRm7rFYjaYl2uAMCKh/JFFqpHzEySRt/GnwPpd5DV9zyUeW8OW72d0wWM1EFYDvftxl3io4X6mcvGRUd7IVsOVcEiRwb9qzXVCexemSTWYpd+OFh/WG0xTAGlBPUoqvBQM7wtxDF4CFSTezIda3fFJL9axNcxmLH4doXsm2OaDBcFgQmEwKLsF4fEuhoclEAc7gXTeCrtd2ozN8LDUHfyzICcPYU1YjyWamD3kwIFHDeQeJhd7z01QlwKfrItv9xbuO3IeVVSMjNy6VV9/6dLDxhcduYU71hUauJl3ujWn4jYaamRkz57GxhcvLq5zKFxphecAlJd9Bg71wcHk5NbWc7mvdqz/Ljv9VSGNVl9/69ann54929hYXFK7U7IvgjtDr9J5v9r/rL7yELjd9+xpbY3MNL+jpNFL3WmhqTuPd+E6QPdtZ5OLC3nYTNcW7te3H6B8URrzOHX7nd9/Qnn88Oim2uNPKbuvveQVnthOif7mm9XC/Ze/RIX7ya3o/ysur3M7AyFChAgR+tDUwNZAQdByDPSDTL+igTwZnLfz+e3tVYlzDOekD/AJ+QKDg5FR3sldMLwZLb05XgjtJKlc2xFwSrg1goD9UdPiqvUiYO1jQzZwHTMmuMAlOZYwTd2bIbuFz19ZIZPNZo3GAaX0EeDsExDO7ll0Ts5bmjZOtdPi4sE0X81XAGBHfJ1jdBbNaoaYDhmKggEn/pHeLmRa74TvuDJkV9c47Sj4HHeJhxr+ZyqhEBnl5wVGuBLtY1a4KsgYb8M4PLLEz0FAzDIXheVYgcHbdZAQMyUGozoweKEQbPBhuprSJdWiecMk+O+ZpprmZsb0kblphq2G6WlfgtB1C6Tb8Ovqgg/m0j8Q2NVuWU0zo6u3fNpmAtu8kWwBbN8QmLxLJAKBWm0CXN9bjhzvyCa/omio829M3yfRC9hjHtPy9NzhjB9MGrWArFDUBbilbBItYTi994iNSy3SyVf4bX5HbRPNq63I7Z7BYA4ZDU1N8X5tZUIhtHZam+O+ZUtmZmrqScrj1MHMy7HrvGHChQ+FQHnZRodCSklJTs7OplCio+/RH/oJN49QaHaIu9+MuU575bc/aTiSxF6mV6I5RW6ax6l7dAw9HOq+JbYy9RSlMrMkCt0erC3cadA/9VDCcdrTaBTSfieBBok8l2AdIG/Tzuwbq0X7qr7A+qfm0cNy2BMiRIgQoQ9fKyRftncVGJgXEHvHeTuVitKhDWtaT7Kp0wAHuSwy721A1kB2Yt7ew9Kh4PHrTeIxSPlAvHOcMUSdjwiRQ/tJPKAbn+5XEG+ugUATRRgB3WELBZqYIXAdcWNfPA0SiqiBfaUo0JxtAGocktISgtUKEVypSbhmi0wtadTbDRfXMbj1qWG6qe3sfojRiTD4EwnviDsk5XrbnbYkHkbdcDm68AZr4wvYapaUga8MVEFcvT30a4q/eXGbvIlp5vDf+RyslYtjl+KRMONMDyeIOV3C07HPS5GL/XCGgzofMLTet4EE7UdhkuUBjnqzcL94cdeukZFtv/kypmyA9jy3dscOHi8Sp9Ia4UP95jd///u3A88aNzQU0q9/TQPunpR0507lj3e/w4cL9TtBhGaXn/+HP+RfvZRcfG7nOgeTFB89O5gEKiv7859hb0AEg+woptXH/O6LmMrGnFdRkhALErnFmSO/+SSv7PK5V/Aeerdwv/t8ZvvvP/qckjTzbNPpyxWUk/+8sWln/Yi/wv2321Dhnl95bv1rIIT+zd75fjVVx3H8tB33YAM8264MBt6xjf3gh2fdFQzJSTSBQRAkP2YMy1hj0JiKcKi2kiCHpkkxHZI4UFMUKxQ0fmRNKyM18+TpST7rQX9AD3jaOX2+924wZL8Y9kO7r3NKnHff+93dpu/7/n6+7w8NDQ3No4NApG2YpLSUu+Oq0gv17bOzRiPytnF8+/aODrOWksX5+R5PAd5mndEft2iX/LskyJdnZnVZZG1TVj1/dFgbolc8GtLjuWru64W6Xrdef8Q+XTBhjGY7qkAk4nLhyVXz4w4HjqPOOlarXj/JN2nKCsxKhWcVwl0gyM/ncuVyFMOOgmKuQjdT73QFfhxarXborW7rzEy5Xi8Gz/i+RqMh/WIb5HprA3tR0QSn1mOEK2WDa2ZxjWlK7A3gvevLy8utbrd7pu1TRrXmOO7y6rrALIfid0iCr62VQ7F6dK1ZuZ5CrRllRtoZMCi8UXrxERkOfVKdTtTjVS7ncsOpyloP0wZpRvY2sX7GnQQfRtzSBfU2EBPPFYV8WrNRZymx79NbrdZyhqnMMTGvyKyFoJngTzAou0ZNYji4fMSEOTo9ntpablBNziWYtuFRvt7t1otNeKezOVPODXYN6okqR9kgv7x8t7Xa1CX1eEK8xOWdU3ekbEt4P/ssxJkc5V1I2LSKOhfSKK+Dlp3vgFH+4eqGQnA4CTAzarj9Gasu98jI+J73DZR+Pw8mfqyDCTgcqmg+OztjhSsBL6xNiE+N1nVPSGyHN6Q7oyaIcM9YszdtD9S4X0w/CZk3N0GZn1vTJDwTTLifhmh4xLYHwuFpaGhoaB5LuCqHzwN16wpIv30W+e1yOYahdBTtQopGFlMmvgQBGAPLTHIIm2bMwhP5mC5cV1LFQopGB79CN74Cm5yr0koGMI0/vYXBwHGJRBE23yNq5HImUyKhotetAQ472mY6Bl6xAxr/GGNJu6EJigE8eDMk8lRgmqV5PGhjLw5ZNErI34lKuQewDob0Ysf5HdRQKGMewnyk0XxE8uUq6QBu8q0GuBkm3WeqCDdlHghDogxyFIZkkWjD9HWtlzdLvD7fvRx8dyhkCYVBMcCuJmvv29S3wzRghRcL+U8woJgvkQS1hJcL93s7vryVXvxJe05O9o+JF9b21NxrapKvj0lzI6P8UPG15Jycz3mlwrU994qamlaR8N7UdAtmdg18dxhuf0sNcrkFsfv4O3ee6b7Sfvb8FjDxW8DEX0mhuh9BU5NQiMz7o0fvwkpAU1P009n87Fd1J3yu+z0igpD+Snjq2vnzh+62FH1xGAn3m+Sj3x2jhDvnwMlru1jnfzy8d+8BFAF5bv3mk6iXKuvNNxdF+8dQ3v7RMUq47++hhTsNDQ3N/4DGiSFSgWzfrR9w3B4Gv52B/Haj0WSampLJxj3oHy1kliu7ZHq9W6bpWmKSi7i1HmeXZXDSrZ+sdjk8QYW7QEAQBoPTifdC2gZ47dV2i0MVhU0uEHGJ2kyDp9As9VpM9pF9bnd5eWurRmOx2Gwecmax4PPYUaNTVDDf1eX14rgGgmnASoUToFO0tsrAX59G2eTKCW2h59/5JxGtBixCEPIHIHu1rpYHB11HcANOGtp9jpFG8OBhh0KB14VrTIPgwevBg7eCB98GuwZ6e3H8sy6zuVCBTHPKf49GxREw5IALt1e3tpaXg2+tP3IExx0OMPJJ7z1c1TsKgum09NkbwBp3T1mPyKa9ZibqAxvasM/0KMEgb2udmZmaapO5vFInlLsTwQ+vJzw2B/juYms56bs7kO8efEmh0dNVoBmcLXdPtVUPO66C+R98SEKrHD0OX0VY3vJ65+drl4fWLBfufnZmVKb/nvwU5H5vFW5I2xv8oGho4mwgve1nWHnZlcIHO4GumCbOrYQPeDlgQMdn7wEbPwa5Hcgtn4l/lNcfe9hKRkZ8PKogrxTWrKhknuNz3bPX3ol06L2UD+JfYn2bvVV4mpWc+iH52Fe810nhDnXwkCYDEwDP/V349Zu0lrXbkEBH2wz8oFyZU/BSEbwl0fA0NDQ0NI8phWRWBSpOx1RKyJWZVUGli1yOsqsxDMwv8iBCzsb1UNeL6x6Ms8iSYNDydHvSINsWOlOb6hSJztLBR50io/1nkKti6thqBtm/EgxLtUY39DByW9aRWeTDajvZ3XXB8D3CGMOnwfBlLmkR+2+iQIHxCwxB5f1Sesn8llVhV6NInEDKIAN/kRUkpceGSNEMbwcseajVqATK/3boxQ2MUXg7pMzCMH72ciB4XafDMH/0+lSSTD0M72nkm0QUBVOGlZAV5NuTWtUaSWekoBqn1IXxyUUaPb8vbBOCeghrGiJt8ifEYhz3tyQORiHTgo3AcZeSGHhXyCFFinm2C30vkpJwfFlRf2jh/vLOC5Vb8nJ2peYdKv2iv6fmhb1NYcv0QyJvuk5628nfxD//c2XG9U33NnNitPAR8qb+W5e7j8GKwLEtl8HGf61oL0TPR/v3xDI2kCb+xXMn3r/bjyzzWFJmwLyvq9u1K2fjz5WoZD76RQU5uO6nzr+Vd3RbRlFR+Kdt3nGmrv3t0ye+P9POuvjrSfKxL4t/Z7XfuAU/9Rz+EfQ4eO6bNzzzDOublmef/QoJ9FOnkM+O/oNNtG9/zIo/QQn357tp4U5DQ0Pz2CMQZJnuI6myXX8cV34Gup1hbBaJjMaODrfb5SLI9Pb8/EKjq3dk90jHtCNQyyC3Xek1iWfAbVcXmIkgNplAgALXnc7paT4fOaHV9iFHc0SrfNFpt027ZPf1UCasF0PYdZ+jUxt6S144BKJ8LiGvbYRBqxTGrk5vGT5mB+EOxdbgsev1ra12u0kzbNEVMMER/vuFO8wHwYVJLTPPIezch9PZFYBl2oUvUgGgOvxVIrP3wUAu1+LQFdNDASc1Q9wKRRWyoSmQFY7g+rz52BUWfIg8VdoJG9TBj45qNKhPaXn5zIzbPTLbwND09uEDXZAVpPBAAXytnIDzRTpTvnbC4XBBy1PKey/X35eNgYlfCCX0qMI89EzriULbgGtssE0/A0XprbIS7xAqlg9Vlo5QKctcsDVWb00ameyd/sxpRL570CWKesJgO0ja5O59+3p7zWaDAb5aQefSrC1wHUGF8dbB3iGnEWz3YMJa5CkssPAn4Shrb6/TmZm5ZFEhtHCnuJfynfB5sHpfTX4+/UMosV4Fm9JKfRb+j4lfrsbCp7ie0Q2++zNgQlcm9KzOd2/ibBPmQnLL2eRu4bspMfruKSk/w7ICyr15bkWLCkUJKBL+xewfUiJe3Z3C+Diq+KWS/P27ie9Bjnsp/FQDaTKIt3hbYLDzGTvXpKDfpqWhSH30H5Uo409zP5sc0eGnoaGhoXnUIRRdpDO5Pek3ZpfPbxepVGLoZspm+w/SMtugNP03tfKBsnTKbU8Sl4R02yEGRjJEhcDw+bqovfZalVJXAUHYyGm/BPF3c5Hdz/CgZqc2XRk0Om0jByVfMsSayNhsnY7JjC6H5CGC8sgRSqmvCynbBf4/RcAqQDhQxs1DQx9Q3B8K6IXrO5oKrgckEsqWzwzZ9TMGtEyz1AJ7TmUBs9Lzq6EVK9puELnZ6QJMpk43is36OruO8DF8SJIVcWdFviILitJ9qzziDrwiXFk6wqMawo+QpenlsMlDqgq9y0OkMPpXnsJ/G7jyq5JRMu+mlTEncYY4Cr69Egk1nFrNDFxUoIU7QAt3GhoaGprHD1q408IdoIX7Av8H4U5BQDH2Vh4KNnk9e2vCs6uRyeSdQOrb1J3A2tciHR6J6xlnYF5vkvJ9VfNCM9sDNxZPwtbPy7HeCTRx9gvbQSBDR9WFVqfRIE+4AHr7HV7EQPjNKZfhLorF2krOb1G4QzA8PJojPETq8rhE4Zp78adZrIQElH5PEdg7FQZIKAp/JhoaGhqaRx0tbiJlDV96GxI+ZiBsWoQq3Z94QiKhDkDV7VNQKuyQLs2SUUlNpGjHJKFS2/OZZqyEVD9Q1RudNF6nYEoq1FRTTDdfhv8JDTHDxNSEx99lE1vosomkpx2v0DkgOHxV9wFREthOFHZOkqI3MBp+ETfZzwlRslBrbpFKF0vNm6O85XlIZKq0C6c2SwZ8M6rAjvtmGfTmYgra1yLmyIOpQvkV6OzgZMH1uw3F/IN8t+80SWI+xOkPSa+qonwPCbkS7gRKGFT9/O6kBnWFThmxf4BI5WRX+F+oWq3Thf8Ie1Sf4TL4RqD5HcGHws1NocBxdGf8xBPV6iFJ6AL+TNUA1pB0idxAclARskUZk4nyn9CuAJ1/MFq4L0ALdxoaGhqaxwlauP+N0MKdFu5B+K8Idz9Pr/0w/URyHOtc/AfCV1JiDT8H0J3AoeyNrKfirvBKM1bdyLOFlO9PsTau9rYCvcTD5B3KMZ4w1tuKnRnvx78N5SiJCZsiHRqAPEEY9w6LlZjICSv5n16bC7r7qTgeXLVnhbk+4b6e0w+Pvgd1N5dhkBezi9fsTYftqunpQiTog5AanxbuLDQ0NDQ0jzoiuYMsCSjHSqD9pFViW8OVOqBgxtc5FeS56j70iaxWNy+phShkzjHKQQGpdcF3iuYrtOwxuA9AydV9YRo8LsCVa6XTGMOnexhYhUQZWqiEx6Myg9DTMGZB8VAybxKaYqJmpxHbYsYOSkaBuhekV1F7KAZD7KvPWGQEQmsYDBNGFZkMQNEH4m+c0z+DT9uDMEagbrMMxizE/QdC9Zw1QX2NRXcQjh6Xr6RaOACPiikdYI+pGb52p+iG5z42xi6IdshmlUSHqdvIupbdSUj/fxbh1oLs1YthlM4Wi0dxc9iAmnUKpQ4jI+F3i2U6W7i7TiazDyuHu7ipJBNmVoWafr5cK5kTo8h4cbiWxAoFm40Ki6aSXGwDLdyXQQt3GhoaGprHAVq4Pxxo4U4Ld5JHUrhTcFI2CHmpyay3U3PTT6ZF3FIZmvWc5zJKeVdAcSdnH4Likhi3hfp52jfYRhjs5UgHhwPdVhRDV9K45DrhhtjuTzalXea9xHox7vPEl6O+kRBwahIT4Z4hLjEx9EGUcD8Hs9uYnZhRx3oz7nvycZTf/jo0Yd2ccZf1cdzGtBb4lRUfn0JuUg3Gtlh34dLQ0NDQPAo0S0Yp/cPgP6HH2bDZbaFzKkKnQ/UPbF2gqjAohknRbmI75cEkTKN0gOwT6WbYJV2R5VSzqkuHwYCkkFLjYcOww5DFdOj6YDujPwZ8lqHB2ZBHXhh0jqsE9f606bxk708GXLkloP6fqG0nghLnMb2gR59GxTi8+C4dqhPC4JK0kfLTzyVxB+O+2gR/VgZHRXFv9yC1qgnY2DsGw6LgdTTgCGw1tkjN0RRBNSqUkgqsgbxRRBtANWxJpLoblQrtK0W3Y0hpF0iW3souhVBM6Poo+c6X6Q6Glu+EvEtiZ6DbnBHoJWwMOaSB6cDQl+qSeFAX8kuFBuPDDaOdFu5BoYU7DQ0NDc2jDi3cY4EW7tFAC3c49t8U7tebVqThBCKiafOOlJ6dFy4//943G/OOdpfubIn0pGAIBOvlnM33atbeLf0j+/VryVeKz9x6d2VzCUTkG+zyH7nnNraf6N6zsyfSU4KD5rX33oHr+7u3tOdcPA2zejbSUx6kfn3T5k09J9/I23Ux+fPunTVNkZ6AEAg4nJ6e4uKvv87Lu3kr+HWghHv3vS/PHD27K+dt6K70I/n4nYuvksJd3vIltFx6ZuPpwzegouYpkejiRdSIiWq8BCUyp6Ech+SDPQeCnoCGhoaG5rFAOYh6NCJFoK921XpsA9aZqRHzVdSRnSBGR93ujo5Oc+2CUOASBS6+3n3JjkvnDfIHm9nUE/OO4cE2q76c3zs9MR66xQyFVnnbIhuE7jXu2baSXl3nOPT3CdU3PgRZ2oOOYZdaNtsKTXPcIx3QTAi/PWCeQA17GlG/HmjYv4LhglPrmdeabY4Ci2tUUyJra4Ue/TMzcDpoJ9U2yJAdH0U9izo7O20TTtSmyEBC9SfydSeKdIbHEwHZY4pLrIML0YiuiccDl2ccrpTEa8H7RmGf6/1B1P8KruYMXNVWDVAAMLVGY+RmngLRemheBQN7quadnQP4mKakDXqGkZ26+GggpZIIedsoEOQTtY0Gz/xEpxc3wYfQbdXv498fHXbYjCEEvEhEEAbD/PyQ97hppBxaNIlNowUOoyfY3lLoOkY0GozmgV47DO3Wd2jmbOZgsxEI0KDaCQvO3wcXQtzr6tIG2zQL022smjfjGuh1Vj7JcFk8UA+z7CAYzOPpHKjwCfd+TlS6cinrOT0Jldnfst5JTuV1Z6zK4X464wLvRPKrpO/e/zB892NgW7fzzmTEdDvhh5OSkZgNBf1oVjG9PDnnVmIeJN7k8TJSos6Y4XDS01ms5OQLCeGEeyXUt2+BF/kU/MwjH7+TfJYS7mmo2v3juF2JbyB5vmZNcjKLlZ3tF+6nofqegpdIV7nT0NDQPMaYSVsQYVUPL/jtRvRHcrlajfzjq6pFEUXILRgyx0vAbV8urUTycd0o+J8wBH47chiMU8rG28hqaD1fgx9kRnzCcrTMIQjqbiN9UCjUF1dD+36HdHxFLfIjgpxjm6SAPYeVMBoWiqsRu1EQPJRYU67xPxNU86iDViuUEFMzDJH6D4TT+FcqlMzxgM9cZOrlHqYUJd7wO8hxticloYGkUnlEsYhSjGA5gFwLgI+tekz3mao53BOQqz1KlqY/AX0N2Lpwn7ValQ0/Tq4HuBmacKtPHsUAu4H8JsgwR8jvgUhuhI0j6Os1gs2F/qwppdM+4f58ck5u7s2bNSuqeiFt6aIdrz178xfe0Zyc9vji9Fv9sdnllFXe03/zUN3rG5Ov5f5488uamApUENRgz+4v5Z04f679WKyrAeiGT84pIlcDTr2a3H608ouVzgnujziv9XyxJ3fjrovvFX94J6rLKxDs3Xv9em5u8qtb6jbcWf5J8Av39U2bXt7afn5BuD+X9ysr5+SXcEO1iRTu73z9NZLnBw7U1bFYf/zxpE+uv/993q+UiN91DQ6moaGhoXk8adSyt1Oad3eHplkLfru+g+HUIr/daGxo2L27t9dgQL+jMDuqJ2emZCbHhGKZ2871KF0msAPFR0zeg6hPfGinmyDMtrnRQb7Yqod29NNe6UQhstqjN6aNRpvNYpHJWltRa/x9HdX2MdzRqZ0Hm51si79Kl50g5rVXlQMFw67jGtlgR6tej3rgw4nAX7drRvFh71Cnzbzgrjc2+r311Z32IcL1FGpXxd94ByJAV4og5PLaWnT14CIWms2dB6encdwOeZl6MKhnZvT61tZJvlrT5/IWSJUqY4RiI/DP88HVB/ddUQhDVZhMbW3IexeLBwex0SHHhDZUvZTfeS+ckHorTNUjYrDH9w3aXRYbM7hdj1ztxkYPrE319fJHrO4ZfYOM7RgP7ruLiNpaT6HZ0Wu3otnMjs4pg/ZSAoNenglDaqqtU+6ZycFhh5FY/lkSCARyuWfc6xrsmJrSj2jGtEG3qnK5/s2pp1hvpqYKhZFCxINTk7GfdxTM3+Ts9xNuxWLd+9mbdit9C/jG76TmCr9LWWXMeA2Y+HlQAJ7zMFYD0ECfpN+NZU6oXH4LCofPLo0+pCYlBVnkp+O/WhtauKMVgdJUlOnuE+7xqZDj/gp6NiXcKaGelsbjwSE8v3D/If09aBGLOJuMDqahoaGheSwxMCsWvGNM3oz8dn415eVRvVNxPPBwm44PTqMMkwZxGQmFlCzCLQdvUbnsT5ceCqblcbUYhtqdxFB7JdqVGuQqlUSC41THSJReLVMPs6VMw8Nq3knIxyEl5TbZunOSzB+hKOc3MEqwOTKgxhmpIvpfhVAYqbCXWFl1+PpKEKnGmUqdjs1WqxkM1EGAAoXCa7AKdqdUGzFyfZF8GMqLYf4Phxg+HGU6ZdggGAShcErKMBnpvFOdes3ht2cELhf16SbCfIS5KiWuIaObdquPQ5uEkDilY2p0fqt4VDceZEGLIlNSRu6quMQoCbMzgBTur13feeFCXd3Fi7m5lZXPHoh2MyWFSC7fvLnmuVsnD/3wenvyRuS7r8y691MPDv4LNU/33/ygLi/14sbcz29uq7kX6UmhQL77az07hZe35J3/pv1E5d0DK4lmDIAaqL/ygyupF9vr0ldag4/WJTbX9N89dKz9rY/qSndGNQuRqKjoq21b4s+99X7xczVL346iTc/7hLtAxNnRDT8n514+sGNNz9GPWOcOfweP7/g1h3V+/x74P/AhwGIdO9b+65ukXI8/9eMHb5E/ffzM5TsrXEKgoaGhoXlUYJZQ+mb71JGr0i4L8tuNheAbEzYbcj4HBmoXFFOWtmRQ7J6cvN3Z3Phg5bpHW6C5r7dOjZgqzFpU2b7sRD4or31WbLXuG7Gbbg/Mk1Xt0TrV+VpmQZmmhM/X66GQWW+347ikc3y+ypOZKZcTq6lmJwit1mYrKIC6a01Hq1gMNexgsaOWSGCwQ9H8wU7nfCH4+QZDJqqcR6XzophPtkKMRr8NPoDqv0nQWsAiR/izqEI8ALRGsCrA8H6AtoATYhaLfyY2m392kaRxGERQC488+MxMqg5eCmXwFfhobzWjowNZ1ciAbxu0a6YLBhxmrYIIW0aDhiK9d0Vn5/S0TDaJbHEoob8vq7DYlM2e4E8OcN6n+2SDUMJuFe+TlVhuB3e1Yc5cojbTwzS7ehv2+X33CU/QT75IBL67akBnsqPKeD7fYjGStWjLjgPbvXDeMQ2FO1DtbnI5gi98QFF8s7nLJLt0aUY/aLfZgh1DCXdRytNUj83U1PT0l9NWJtwpOGtvpRdD988XwXffFpt1TyFP25DOS80B3z1PeDclpjsAP6gKf092HuuZuI3ppWmr2Iq5ntMiPAQxOnHxdbHV4Ldk3IAYmHPxN6KPrL+zdkv8U6xT2S0pSz8rm1P8wh1RCT+/nXoIon164IWeS0yAx3akXmOdz0iA/wNCYUICSpf5PZUS7qehogl2q5LcWPvCstPS0NDQ0DwWKBmzlHBPYqgmJBXgt8tIn5GQSCD/PEkqXTxUy0T+4gjfESQjpYrJJgcawbzhjWg56bWjJqZ6cQn2YCvWSICZCp0sBylPNilJrUbV0JkPw2eXy5lMiYTNNqnvkwkfFCh4HcOHoWheyVT8HeE0UaFS+W1wlM5CgdYCFtnnC6z/W3EHnLAaAtl9SCT+2T3E64N6tpaRnWYXA+Gt4k8ZY2zvSnKCmEydTq0e8QXqd/Ax/DPpvCL8kwnFuI6tZpAG+Xb+p3hF+LybZlUZfoRclEG+e7hApEZpJ2aCYaH+Hsf9oU3LIeRmnYwccBArCLnwwVUxfS2J+f7+xg9ACncBIS8q6unp7z98uK4uN/7zutKTd9IixjwtQcQp2nTgzvX9+7u7jx69cqW4+JVX7sVkl9fL9256uuX6tv1bt+YevZJX/P0rX8U2ELKkm4pqelr6v7j8c132Jx/V/XTy7r2YpCp42zVPt+zcvwcNk1tXenPTCu9MOJs3pX0lPHQ0r/1Y3Y0NUW0K5XDS0g5vzWvPu1KakBLwd9d6AkpfWB+kUdcECfcXz7bHf79hW3cd6+z7h+GxeyfiWa/u+eXdL/PyUJHMJqh5j4v76RC1KfWbizdOklY8kH1jxWE5NDQ0NDSPAvmGAZ/kax0us3lnR2ZmmeP1gjXcsuHZ2X37JJJGXwskLjFQdoTvtpr6zOOGdUuFcrOyTFPNH9HzsWmzs9AQyg0lCKVyePi332ZnZyftpgIHBIcUGhqj2YEoMiicyqGyXozxG5/f2gomuMZi6ex0Oo3Gqqp16+rrIw0QHFFWlpMpcQwPz80xGL/B0LNgW/92324/jrkqvAU281Wmdjwrq7BZUQUu+7p8uC5/CwLCkIWAGwfAMeSdQ+Dwcn20tfF9+M3v6hKZ7L7vT029fXNjo72Ynz5L2YIvv2qm+0YXBu6FWaHdpAi4SiV2ai6zs/7Z+eeLDpybqxguIF/QVfLFrXDb8Tqgqqq5eT5Lq51gdjoKClwY5PkwPp2cHengfwrvEjZnGXLYlFlhS3rWrfN40HqF2XzbMordHxzRz05+2lCiGS47qBxvDq6xRfmEp8qocioLLKjeRt/K/9ReUlYWKqAmn6hqHtfaHOw+O58/wm+w95bZtIZgh4oaDYXzSmmFq61Nr29r6+212SBzadlh9fWZHpXWYdEMTpaP8O29t5XGIF8pAVFbmGW2Ycet5bOzdrtEsmx2gTnuHA7y3c/G7UouTu8PUl4dmfVpLyfeQFZv7CXzFOtTWoSHYaA3Sd99FQOhW4pNlO+efC39zGos/L1p/WQxfw7vciz2/WtrS6FVLGwFiD6i5lZCavIzEP/Swwn8ywsJd56vYB4J9zdhTqcSPkz8gfVq9mV4rCj7FCsuUcjZhNZQsrM5HCTS0xMp4f5O3OWEjT7hnseLeiY0NDQ0NH+xd75fTd13HD9LDjwIAgdy+SFIIrkkuQQ5WVIkikSIsQYCmSggCJFOYkzcjGusi11SRVyDCoo12JgRgbq5dJGYCZYyiqPdLExp7erpnuRZH/QP8AGPd/b53pvwQ25ICN0Pu/s+R2VZ8r0/Uz739X1/359XSTLxTBhnTkGJpQNvr57k7Z2I5nG5S1hQJnJhH4PnmKdezdNLBBiEYT/I9XAsojWs6iKRQIBCahBr9/Gc6wgNqRC34wEeFg4MeQC4l4fjYnGsj8VSBXsat3CG5bAecpEq/0jPsoNd3iEgvj/DfCzxRWISWHeRAJuKWmGxBsKHS6vFGhmEZgSWy4sbVxnWE1YXRNUvFzziLGpFHMzqvbPLeeRHusiBNmSZN0vH2G5OP2aHqQUKnqNGrAreMDRhjavvrExEQF/XSMR/Pcz1aAXTMWzzWSimhrwIqPkvJhCsFVAzBK0IDNz30eBcbA3uDk1YBV7qfuNy1WpR1HtMirvkqFNrPdcnUEaZYMgRNXBcaGYgN5fDWbV3ywt3ZK2+eLGj44PTRfvu7Lh582Dtjc/ijjEkBbg8v/LEl62tgMvLEXdPS7tYmYjzJkd2vAkNNEFy9w0AfBBfBty9unWi++vUO4DwEx4KLPhle0qfPuzb8d7v3tvXV3oqdhbRcqGEmfTWh3vLd+4A6n5CFMdpef319FN9me+9VV6XVnp+8dWXC/e/1xalpu78x1sfJr9z52t4bXf31eRzVw/yzz9+nJx89Oi1a9sBsT88TRXuu3Y9ewj5kBR93/40yoYZMWLEiNErrXaOnaqD/hQac0yd/Njaa2xrk0nmeurrPR72YqqGk1AIa+o9QhuhWmEQ5suUFpOCNTVSaNc5nAsNzfRQWtZMGCnWPj5uIFm72RzdBb+kihYVYdNOKjT60fEzU1yhEOup8rLHStrN5s7OijjdEiuVVRIkjALvHCR+I3w/fubkuyGgxxim01VVGaHiLSlBGL+l5d9A2Jtb2gE9ExYbPCPND7sASmP2RlSifztKAmtkU393fNROemDs9n4/Bboj8Ntmm16sp2EiYFFoRmC5IL0e8ervR5KhFWM3mJdtGPVWImU0RvaR2uX+OXgWYoVCA/ozcEgUjdeTxbwGDto1rIUT0OVUliyYaZLI6QSe9ayhBpVqocTpJIy9MA/Qo7CzRqcQfdezhApsbhgGDLZErcTb2jo7GxpKShC81/XbQ+MjME9gDdn9w26L00z/MX5WJ2LpRkDkdvsIfODbbxEkN5vpnjgrZJKhhaDRNgPc/QzJ3YctbLr9aStogf2w2TBsBPTtt8Nawkn3tJvVqWonbCYsBBvWC/u9OO1gGQ0q57ROhxJ4hEKttqVl2S1L1zn1VPFs5l8A497MvFScyPJFfn5+Xt6WLYi7Z2cnZpmnxM+/THL3DQN8hPCpoTYQn4OE8P01cOC/vSU1kQidlPw0iKg5B9Q9zjaxx1NOZ7+16Y+bs9OWEm1eLtxvFX8Dcfq7Nv0YPPhF8FoKJLify+xOkqWno/I8MxNdirt5kfz2ukWP+4FNE1E2y4gRI0aMXmmNkTEwKEXDLnWQPvd24HgqgKlvyuVL2MkiQKTTgIlfAoQZYMdVAG3PLcQEUVbwgUjKSLH2wkLeOlg7lfOhIWOwj+SehB6b2kT6ay5XCxkgPsfSh3ttIoAfQlZ55NReH2dbt1rEyLndqzYBhu6Ro5J9apU1/UhuDVnhUg1FSUXKY7H4e36Q+N6E1gdQinjwNeRBLM/joVQPrzbKe+Ad8zAv4Fw7L51eGSIVzANwePC8mIuWSkBSS+E4SwMDTsfuG4DgvUCNkXlGqE+vXq5T49K1PoZuXjdY00lWjyC5dI3bF5qxqjEy5r+ea1BbxGGf2WqJxRwOimz6EXypbHi0aapOMc7RkJNZLJ476mCwGgUNlZuLYStuEbrCfffusrKOjnu1X/dtu1NOcvf1EWoIwmxqOnECWeavXEn9XR1Y5rduiLsvAvw33sh/npjlbRHh9/Xt2PHRR0VFpaXRJzLWEOD7YycuXLpedx/c7ttq89YH7/my52Udraf33vxdavnVtBux20Xz4SGo9OmLW3/f+azoQiU1/bG8cD/9+03Jt0+lXyzuq9v1m+QDO1/Aa8cf30s+cPtZEr+pCZXnhw+fg/zH7mvbf7+LLNd3fhfpnbpr1+elG7AOMWLEiBGj/01VtDjqqdLqQeEUy/oxVwCtHc1STJP7vqGnvZ3yjre0zM1xp/5UM1xVompbBqH5sjFBvxC5ehU6gRKs7bSb4Dunh3Xf6qdGEGt3OJRxsXbwfBMCrU5h14PtnKvXGPp1DpsTemk2DGXF/PBqSUqcBC5Qz0HTU+iexJ06Mw49kwaxfh5Q7C4A+GHGnrhZnkaISBMEYus6gMy+HkTR9XrkVZ8aAQitHwiFIBAeA2u6rx9YP8hhJFDpCyCaFNonShH4ndgUw39CbW2RfYzsM5paKCHt6dBqCRB5VdWMyYVs8nAJgMSPT8HUwjjXah1Fzyg9vjmXdkbQSxAlJeaYpXxbWwaaBzC3lyidbGNXFQcb1NhZehiQq/ewQnMur5cgzFF9VAiNq9qVToDjOszuGT8zAncD8HE3oaQH9oDI4QNOp8NhMICJfcRqNShmvFJa7s6vgMz2IGGbNHhGpuCbIR+uIoIymutWUdHQoFRWVQmFI/XwzVB4BeYWmm5mFZ0N7UqBzmCdqjkDg7lpDf18aLsKQ1mt9fV6/bA2GNkzusKd0qni/UXfbT5KcveEyjvKMn8g+Y9gmd8Yd18E+Hl5F/M38vXj51/MzkatRFNT09JSUhIo3EmJtn6WeR+mJP6SWbR+eH88/xHZ2fW97EvxUffn+d3bjiZvSX1jK2WXWV6450G/2dvpZUmX8/rg1dc2H4LXRMVfJb+Weigph3K3UyrK/hTs8ki/34zarVLalxZXPCUjRowYMXqVtORwf1BYkwu9JoGA8qUE+HpzeZzIm8RiFsSs1BRaXgoNyRBZOB4AlydZc2vQ9gy8V96ISDJi7dGTNFaK6mVJJWq/CYna/bF6Wa6tBjYu8HL8LCs5IEW17Tyd2vtvbHSKanCBALF1VLJbuSvRM8pHAd8IBMJDw1XwaSMtrLU+4FUWQuRQvuNuOFgXZoAD54ZROaUjkLnZiPk4JjTpEe8tQgmtDugiBw1ntpMLIFyCXqrx71oCOC7QYXpyTuBBLleuExDRATmSVBrpGxBriUaWuItH3byF8n7BdHT4ymZjsHAEDejiRM+6KRHMsU6Sgw1HN/Sz2ZRx3oCNRfYseuH+vGlP9Y2nebV9s/fvv/jb3XvFHU2ydRXNBQWVladOPbneffbZs5vbirovTVx+KZM8PuUcP3758iefnD7d11cHOnj3Runz3fHOx61UzvHze/Y8fbp//4sXt29fufLBpeoTiQzUdv55R/ql67NXb92uq6ut7VjXGk/+8aaOG5f23y9/79f7HhZ3yGKeEtnxPae+Ofjbt3697drEZbgEywv3r77bnLzj8ZdJxy+n991M/s25jzouJ8lKHyfvOvw7dAGOHoWYd9LSfvNQ3V6qY+pr51ABv/Ov6H/9btupGBtnxIgRI0avnMw2f6R4ehN63WgdnZKGdoX9/XrfnHKBegtBDA7W19s1vRaxZIliVWQEcZMvxB3nDuoAVZrpKp6ChqBj3u8LDVitjXaTFqV9RyJqoomfIQZcOe/yGYQDnlGWUONzzbgt+BjEz3TGRbCWxIfOoWy8t0o7ycMMwtCAxzMA4xkUPh3H67Z1EYQy2K6SdMq+l2I5Q6VSteM4DjHwWu3kJLJ5C0EDA1ZuqBGFv2A9Bo1C4dLpdNoZdyAQ6LIYCYKYHlMuLCy0t5slSM1L7Wl/WGrjZ8HhAbaGgwUEDwdutNkCDu88nA6eQqHRoG6pIRbXOjAgFKLlBn6/FnJx4Lo7UezQWuwU+pJKGshBjQG3SecbbITHpNHRAZZdg2Farc0WDEa75yA6xhwcM1rcMzqfIeSxjg40GjCXyYEHxRm0JXRnJwqnmZlRKEatU2eEdp+/yuEM0t0/fJlYSVgcJn+jx2odEA72OyxB2hkAiWRszOHFFNwzXK7dYKpSqui23GlWEg4TajM8Lhyc9Dppn0kkEoLQ6TyekREhfNlKVHDWohfulCq31gJ3/3HyX7ftT7uYErPIXK3jKU/TrpDc/UpR6dZ1fkGXi+Lubyd/uuUacPcE5tSWtHVrUdGmTWD3zpwoTnSPclKep91D/nsE72O9+WUVpHyZjZD9W/FS963ptwGU3ym6AJdgeeGelroz+bd5qPreXXwNXv80rRS87a3w04fo/0ZFO5qrQPnts0URiwzSDoD4sHSV6Z7KiBEjRj88lXBQEnS4dCd5O7R4hJSKnwsWW7qo1cjdy+Os/B0kC9P2KdZaQdNGzI5SqwvP8IZjE1CkDJESVwOsRH7i3EI9FpOCRleGaAFySPxyFuk4Rof3LstAppAEY9tP16ssRJSBJ6OAmoFIw05KNYUDULjrkKlbjcJeVOttEftDVZtoCC1rVc9zhrHBlRE6MPUTjvaZhvMVr0EoA9oQeHl+CPkPz26wWPGED3WSszss8p57E+65SVy51g0iFqvVQjLo/+Nc+5ptCJqlFp6G5O71mAt3RnubTORQe7jIcf+t3EbTIIGSRGojV6O8z7VHb0ocAfh6Fo5mx2IV7sfPXwbufm//119kXnl25eG9px2VsRnxcvELjlV+RnL3fVfvH+rr/uDSZycSWfGaRHH3e6eLSO7efbe4tClB7p50/nx19QS43V9k3rq1bzZtojKRmYACUeXlTwDe19Xdvj07W1y8e3f8zpucgt170i/Vxk/dU36S/vSLvbd+V7fvSUf5S4X7d7U34KeCMmi0lHxgx/1Lj39yAn7ajAZFSe7I1A8l+uFvrkeWpyLV9f2FpO+1iV0MRowYMWL0vyuicXyxWjrp13YOBS0Ke269zmQmHSQZGVrt6Oi775pMzoXl5RMbd4Vpe4BQSVZXOTkZQ4TN5bcLRwA497ss0K8+FjBvbhjD3dr+QWHIM6ofsCtcMw6LcSxoHqIzCEdXVicke+BVWp0fG7QL9dxRT6NdrvHptF6HzUKwlVKg250bJdv8jBZVe5CNW2xurWkSObcHAa83cq0eT2MjK4QYss8HNFkHaD1gIdl6kCTrDYir0wR3/8fEh5mBDQk65sbaRtziFyAO396+IB0bI4xGHJ0tdNY0GgPYaUKNVq4HCLzcMIjpJgGe40YiqJJkRD97OZ0Ss0oJoTO23hltvx8uBTRdDYUMBr9/HvA9tAOm/Rh43s0lY4TFbXIp7AOjEDUjHPRNzuPsBtpHRpmsvX2acHj9Po9+ZEQfwkjuTle+8zuHlGyLt1/hgZUNIbvLZCPo6H8b39xOGLWmkOdkoUfoc1kIuoMs6BSPGb3DGg88CDb6ObiTblYAAXzvTMhTU88S2mIX7pSatn5QVL7lHeDuB9OqE+XuZzO3Qz7K3kQt85R+mv9V3g7g7tu3HMx7uanoOlUM4Tk/hmBz5MCPC3vTqGDr1sxMQOebsrPz1+m+h76u2fvC1D2ueJq07B3w9tk0KMNXFO4/yy6Gn/gpN8iK/FeQJ5OPCnc0KEpyz8vLRIw++aviPywr3DOzf0n+27eRi8GIESNGjP4XZQmbvpGmgOR14lpwuo9EkltEIuSbRWnuK0tdAWc8TNvp4zj4IpXaRaa21GN+PCogXK4hqYOjYCE4jvzGvDUbUK6hFvE0Pg+RJpG073quEHzkAei0+T1y7grwbBO4AwLXMZaH++7iGTyS+3OUmcKD9HKqmWisgf7jqoiEvyQqZTy5LRsQ2gYKpUGRNCvb185Bx1QcmtfG89DFF6vwLh4vks6fmysEfE/E6OsqkRJqnVxPuu/f5DZyYPlp9DfLyPa/5BIMkrtHXykxhFeR804PCq28+egrKtql/RgZRlPoUrdHOUi+yMmhGq+OcxzRZgWGxHMkdffHW7gj7n7qk69O7z84e+XKlc8T4+4nOoon9h/8IvPmzb/N1l46lRjqFR2vvFwK3P1r4O57Se5etjvB8r2pqbrjyfWi2bq6m9tmu58mBPDbzp/v6Lh0KTPzzp26um/u7SmLv3jPKTi+58swde8rLo19PvP3tN579lHqDuRxWV24JxWcgteP7vjZ9r/enYWf/nKxLCmpD5asfv11R8dmWJjad/dXB36zqnC/M/vlmhtlxIgRI0avmFqC2jcj1VGhj2MucQpCntwarVeCwCA/GPT56us1GqOxc5nPuMRpcgFcDtP21bVQc9BYNTxoGNWfGfC5vI4x5dCaUd1glnf2Olx+hd2DArk1/SavzTitbI/afpVOnSRnn9fy/ArSzh5iNdoHfTqTN9BlJMBHbpZkbYyyQ8PLIPRqIgk7DxscRG1Lv+V6hI0QDKPQKHx+3eTMfCCArPNgngfjupm0rccadoMShzE42reIHNolDfuXmp5SQjMDG5PBsHJEl2tpe26HJbwXTlg/gLQWIKcVOmswObGAzmNvwO0d1vH6DeCBD7H0Hv1oSAj4HSOnT3CnqqEz2sNYDoS+i5VKgggETCafLxTyeLjcRsgRMmkDNsDjtHtV0NnSHpw22rw6vwZNJ1ntBr/OIXAq6dh2G7/BPDYd8PJ8LJK7D/q1DoKWu8NSizHCMeMzWLlnII5m0kQ/YFancszm9SnOFI6PGnwmh7Nh9cHl8DsX0JvsNTVcj8/l6KUD+BmyIFB3e+NgvIU7pd35b+RlbjmcvJPk7glB6s+Ku4G7b9p0K/PeRlDvT/Mf55VvOUdy9wv5Ce0JJTQTcDP1NYha6U4c4Kek5OUhN/mdbZ+ss98sP0zdfwGNTuOg7rvzr22juifRFO5JF+D1X2WWQ8Y8OO+TD6dDRZ6djXLck5LQ2oA6yOZfXbjvTC1da4uMGDFixOhVkwrnLUJNxNsl0Dn1SO5U2I6egePI3c5ZTJehRAhYhQ+gNWY02j6Ez8utJLS0C4yx3eQykVEwh42QgHyK5ecY18zUjqIhsZFsi1kTDue2QjPR+ZiNMdchFduIezmwkhLSJCnLPNL73FGwzbs4WkEXoOh/VzxNdJWEMTjat4gwMj+dEjdi9v43qrBwaXuD2GR4L2w41SoqPkAeVTIR5D3CDIoPi1xbpCkyjSfALolnUkYqFQgwzEp6yJH528cL4C83I1ipFoip6SfnUY7kjmA+QVf0mxjdvD1h7h7CqqJy9zaRWaAlc2+OcD3RBwSMr/bAlwsNZot680oEHJjMQvs2F+2eGxJP8hThwr2yICbuRRKllFU/un7tbFFR3+zZg9+0lu7JL1jntWsqO/XoXm1RJtLB2kuPOsoS4u7HU/ZUP77+8Ow+GGb2bO31G9XHEjHwoOCVi3sm0j4/++LQoUOzZ79q/XLPUofSuFVQUF2NDCl7t73I/CbvQvXxgngfRXMKXr/waP/X5eXl2/bXXvgy1mUQpXzW+jAT+qAm37x+gnylde93i4V7B7Rg2p53LfPQh6jD0h8ewZLVNPC9l5cnJe2FRJlPf3butaXC/dahDze9Df8e/fBxSsz/ADNixIgRo1dH0zqqayrYU+obIXUb14TquTwO4u0VWYRFoaiHRu/LDR9DDe4qTDMO/eKrAspVSLCtokUJtF0h5Fr1wjmd21aiqljjd3+nJKjsdXN0g5pGlkdvV0CaecDIprPMRxGKwmazA4F5rWtuUGEXAmcXGhT+OZPWHcAJZ4lYsgF7DOSEq1DVaAuotSbotT+oELKEcuqPXTGI+XXDHK3bHQDGznaWJJgvH0MVGVQmuhK1bYIwFmQCDwTcbpQxiRRurEruGxIEqWBU4yNY2wk/K4TU6yxoLap4ib2H5fdHam16zdF/DFaThqWBjSoU4W3Cz+gywKvhzfF01PBV5J5bCFTOo7MFqflr3RoR8SuWX4ZJWLhggJslvGHMP6fjzMMFmFZK6e3oSBIJ3Ne4wz2s82Hoox69RjGnq3LjYJhvrqArwmQN7WyjW63jaYR6vd6jMegmAzZlMIvmKYFfoSoxdpngFgaizxUqhqu6CCndDVzRXDIW8M71sAamxjUGjgnH6aZj+BXtSkdVP4YGM/jnA9MldMW7rIRdZcI0U9Aydk6HE3T3nSyLTUQ87jfiwb0RpeSXktx987a+ePt/vqwTxXcz3wLQ/FFmbTEYOhLVc5K7v5O8eUvfxrg7Avg7ILVlx7bTiQebp6c/I8Nz9uc1pcRvmKGo+9fxU/eydLQ49aMiCpQ/gkaskcL9y82/T/5Zenr6000oPuZoGgTGoN6pW7YkJRWtSJRB2r5lO2QFIZ3Op/o6MWLEiBGjH4QCrKlw4f4+10fy9je5CpK354jEvB6EU1f6tJVsKwDB+kI3bfhFhSio9oFp/kgucvPGBOftUrdaSMab16MnAVy1XjqL2nUiN/TPSRb7ca4HfNA2PHoc9rqkpEG9NWDmUfB0HKj6/hOh6zkiCUXU1WpU/CLPNlKEHq/WyUg1DVKsqL9Rl1JaBWM0sYUnI1qhCJ1FRfYMiboY9HuGzh3si8ACAyzEnox5WSgnyCKYh6UQXDICBqk+nBQUNd48IgTvtTApQ31whIvx3GvecQiSU+Z0FA0vVLujh9Mg7s6Toy6oPy/U8AJRp4wqxEqOq7AGvh/wPBw9rr6E3U8ONsWaFERz2WexBSTA/zg6dYfbkyzcHx6829paFmcJLUupXOTufSR3jxPYL+l5Wfqj62Hu3k1y93X1H42I4u7ZZ69mXjl09ey91lN7mtY7A0AJDfQk7+vZZ8DdP69Ne3Tx9XXfeElJx44Vt35+tm7b3r0P9088yk+Jd08QdS/dD61hSep+Ida53H2sDqrtP360L6/0WEpS6dk7yTuvUnGUJ7ZsT/609caxiwdnD/8h+Z3a61Dll6HOqdCnKS+SKPN2mLq/c/gdkrgnJ8+2Xlx7i4wYMWLE6NVRVgPnZGRpao3QT/L2UbUNeHuORKw26UenprTahsWsR1mWJeDHpgobNZyqYMPLxbFMEsS9Op+QxfVofGD3da4FoIcapglvVT+kznj0ISHmN1V14coo/HO1ciRDSieOV1XpdBhpDAHjtaIfOLsjAPW0SpIV3zCrJJEggI/jvYDwTVCyDyrAwQ5mdogW1wBhnxvmqN0OkhoHVeb4iHF8aqsQAYJWlSCuTuAWQNOOqnlUEOtQYA0IgXMNxMCjg7XDv4gco32i5FosoCmuTQkVx0tyqlSRlqYr1bIsm59Oi51QX5J5RRUfngtAQucOCRFuJAqRa8iZALtCDqsCGjXIJo9mLKD3FHyiFz1UKJUw6NDarWHbKqDJQImTbQm4q7QwF6DQoAmFEFwgDdbPMVV5u3C2MtogCN6PsW0BLaffLydnBeQwxzPvtgB5b6mgoagAyZW4TWvy9yDuLrTPzbndBEEPyhF3hzas0JZXr5f7gbuzVVmr94KfNcQmqrQKgx669/r9bndJCd2+tjQAxJ9DPYNZGl2VRdlAs3cVDSUBrx8DMq+fcwW6lr6lS4Lbkyzc7yQf2LatmOK2cSol/7O8vi2bSe5+I1HuXpv5UZi7U8aPhISc9+Vk0nyCiTcRVW4FGwrpv58I9yhdt36afzr7FzDEzcz0dRnmc1KawtQ9OyUm/yYzYpI3bS4Cn/uF7L1wCe6Rr+9J3QJWmTegPWw1uNzPFe1H7nv0VhSgE0mUObeJ6p+6pDtheM+IESNGjH4AamBji0QU/LIkb8dIDkr1Tn1TLhct+6U9JDaQ/VM5ArrFphKpG0MIsJ7lE0RNrI5IydbxzhQiMstlDavZ0vX8GkR7p1TPYFghopIglJFuwVXiBMv1JUmlCOBjYKhYosZciBN3cbwCI7v93xe/XgHdP8GoDr1doVbHUHmuJxN5VijiJY/4yN0CIlw2x5za+K9IJgqSe4cQORLlvZ9a0TEVZnrQcxfqmQpNbOHxYvn9FkuoG27Vsm64DwrH5YOcKhgkxu1klgrUmLyQvMY1XAWQd6ko+gMDXzrG81MZ81zuWq1/M0TTYe6eW6jh4FH99xm4DSObJ3C5AkG0A+4Uu3lW2MOfFyrU7Ch7lyFlkwM9YGmi5BeRhXvaWeDnZ8/W1j56VFYW38OmLOVY9Y3rtWHufq31k0S4e8ejS7XdJHcvqr3+KD0x7o6c9xN5n89+AcP0HcwD7v56rI/Q6/zr6eC/nwXq/sXs/rxPqivXb/4+nvLlhbzaF4dull89+0FadVnMIjyigpQwdS/fvz8WdZ8FVL69fMeW25mnS69/fjP5L7dPk6+jwv3D2gl4Cqg8dDP5tY9uP3pUUID6TB07tmcPSm3/9GdvA3F/bZnTHWln6rr7RzFixIgRo/9VsTnhtDxUwAC1RLy9CzgyXxXk+QpHNINdXREgWFHBJobnrFMDrEntdMnLv/JaSoiAyS/XW7nCOVPAWLLGKk2VCse1Wh8GISF6u8al8wamlQ2SuMqJClkDhDAGHJxJfw/C4AhC+/0cTiAwzYa+qglx9hwJBLKzp7tsbujG7wfLOML3SHJwa7vAn+1GQTFsZYmqAXJpYo0Wj5oB60PYOFSpeJcNcHMVCad5yDWusQOMhi6i4b9ZQmRTx6CqpWh6GKfj4WWfwRJzGH7/2x4oNiR+RQu5dwiRI5Ep7QEvyeN1ZNoNekIRKjRwuHI0qwGv9OjASgPrBgKwbgCuqbhhrQz/LHKOAvqlQmg/b9HOL4RBhoG9W9hOOgyN1CyRKvEutdblhwQikrz7dVq3hd0uoauiYX6HMLq9c/1CIeBtvd9fVUUQQzTzFG0VYoq7C/VTVpZiTgvfBDHNtAwfWux26XRC4dSURsPhgNud5tbNyAoSXk6PxlpoFfagNFM6gC9pwLvm/FzuySkMCwRoDpcs3Pn5l1FX0k2bMjOL19VK9DjJ3bcnH922D7h7HA7t1SoLc/e3Mu9uhLujpPnbmzeRiTd7Yr15LXWk9UFyy9HNV/NKEzV/Q1ANJN5sSf1gXcE5EeoOkfBrU/dumF4oz7ua+iE43YuK7iQfTq0lXycL92xUhadkn0VwHeXJoLSb9PSUFBRGUwex9auZ+4FN1McZMWLEiNEPQAHWySXyCSkaEd6egTsgy/3kUu9U5Cbn8D4GF7mLM0QTyFEimIOhHuTqMXWsNqc4jmG5QBI/hmRtr6BlzXSPlUJ9NnGOjqUn9/cIl4thAkF0/hmf+NIgbkHtTpeanULr+XDLzvXsXdwyS8fCITA9cuQhWboESG8WniGLT3geCUNoMJHEGvLVU7OUfHJBzyy8HjjgxVan1AVADU85MIsyzZbEdQn4MGNhUcN6zXCk/pHCEbmBo40Voz8k7VL75VMkea/nKjhd0uhPnHxxu1pN3SSFhTyeM+rKgAwRW42RwUMnYe5pOspCiByRSK1GU0a5ueB2jzJZhBC+Bsz8D3KFUQE+X1xC4XsWi+ZwycI9Z/fzU6fu3n3x4urVgwcfT6R3VDbF9wgq21126vHd7rq6q1c/f3j9SfpnlcfW6zJ/fuLGk2uzmTfvZ852104Ud2z9SULl8vmm9InT3X/bdv/ZF7NomBNNCcXVgGGmY+JeX93N8kNXD56eSD9RmYBpprrjg7v3b9+5mdn3wRsnKlPizZiRpRS37tv33nv37z95smdPdNr/8K13ku98U1ub+dtf3yy//eli4V526NfJmx9egp9E169BRf72jh2lpdshg6a4WCbbcnRXcve1nYd3Jf/5DysL97cPdCdykIwYMWLE6H9PBc0zZyiPwZEjUEjX1Lxv1VVBwHSzcprn+/m7ih7nYsVoNjsc8saREQNmw0UrIrDb+OIFwqL12a2jo3bfpGM6al9N/pDY6bTZeLxQiMsdCPn8au+0UxZPyjdfNGRWjhkt3irdnAac0lyr0A5+kUmHwxkVqq4lfrNkyLygnCaMloDDxIGYcAPEhMNeURnlk5NqrwUfc7ar6NO+16XmZolEbF5YCEKkOMolDwRmTMM6F29QowDA3sgSGuBwRknKLyeN3y4dxKHPO4Cr4zgxTfUqjbWRV0+yBpRAL0UHCaZzLfjIoc+tAWXjk5cBVrFC71k/T6fzegUBqu+s2dwiiZbs35YhUQUJo8M7CUYjYePoqF4fCkEYDDSuNRqdTrNZRtustrkhSPR6h4G7D8BFCGn8JjWkWCrNLfzVnvKczhaCmJwcHBwYsFobG4dNNotTKWlePSw/o51wTPoNLMiBF/qGHRZniYSm5s7IIAiXKxSamvJ4TDNGot1Mg+YzVE6vazBkfVev6Z/pcrbTzD/kdA45vAb7+DiXq9OtcuAvz3HPzy8q2rz5nU33MyfWxd0L8k/kHQTufmDblbSniXH3puJ7mbdI7n4wfQPA/PWtaUWpG8f3lG1+Q/h+a/rnmYcB3J9Nu7gO331OSkp2dpi6R31Tberh5F9nX0iqztu76TWovCOF+7HsvyX/segD+EmW3koV5ampW7ag3qlJSeWQ5N6avpeMrEcfWq69iR4kI0aMGDH635JE6g8jziPhXpEUbzdDmsyRwtFwljspgQBBcgMNGswQWTiNAAVz17Diht8Jzl5g7RRjtOHx2zugCSse4GFhmAr5HoBSY9qY1xLgXryX45ILI3wW2p02YhiHA6njUYNDEpQU+HqvwMRx8RBdjyShIP28cDQcs6JVdyF79xq49/9CfLGZDW2kqIiapQkQtMyABWlByNIfTyg85CDCAohBypSO8D2amBGvuQBCxQ6AAx9NfUAPA3l/VEwOEokEArkcDVxT6APuHu02zBJ38YRkvhIXM0VPvMFxajA9yyuItk0VriP3jRt1Ogsennk89NVaRd2XF+67d09MdHc/O0Rx947q18/HF2vI3910qjjM3Q+S3H3dfvfdJ0qf1JLc/Yu7tW/cqL58fj1PDotKaeqYqJ29sojv9yQ2zPHdW0/lAb7fC+PUTnxSXbb+/5g0lRU/ma0rv3NotvZJafVPRXGeD5msuJii7o/fuFhJ/6FI4V556vSL9w7/M/nod3fJaQ5UuP/hBSriCzreQB6YW7f+/ndklbl7F1a0lh9I/qB137NzyeeOUmkyu97+Dfx5G/5OfZhOuyFGjBgxYvSKacFGTrGD3qx5/0cPSN6ewW+Z7m0MFZ7h6RrCdWRzM0H4fDU1LKHXMbSsfyrynJsXcAdP4xmHvpEuN9GeEaVPO7B2SPPggUl4dFQu9/sdDmWMDELqc80kae/ymnh+u90zMDoAUNqnhWBDlYqu9eSa4mdJGhaCzmmg7F6g7H5E2YHNQlgI5MX0a2ccDhxXqegaUa5D/AKJZEgc6fuJLN0m4Os+nwECYBpZcsO33NFRBNdRxnk/tG2CVqM2C24klIirN3xvzaJWit/cibqRkhpC+7aksWm0n6tlsaG5AXqRrWFXy+lcPvBQeHvNzXFc57ByOjsBwgOFt9m02slJ8PwPQiR8yMoNQddUO1x5l27GC1MRkJoP/F3SHAW/V6jaCcLhnhxGTWK5XI8nFPL5ZmZ6bcT0QnsnDSKHR1iVE/rNzg3KQwPc0QG7DxZeGKcXYMJl9VszMpxOr3dwMBTm7gHg7p00OD+jU2mbd/WgAT0G3YyFaB+iwfjwXOf1GgyjXCsX8/VapO10x9QitWj75foRrmdwxkEoafA9zAbYbD4fJMyQ1L1hyX+/unPq5a0Pi/4B3H1fUenW9ZS9BWCUvwZxJoi7p8XORqET4u43Nx3d/F1R7daE89SRbT6C77/ZyDCvb71Ouu9/V/RVfkK+G8iZz96BMmaKbqzHLk9R919svpdGf/ojhTuK9smDzqnnNveRsT6ocN+UWgQ/FWy9AZX5H4qL0dJUqnfqfkhyL8peioVEXve3wd++Cf7+kFmeyogRI0Y/DOFkCAzS+9wa+IN4e5tIKfdAmkzPEoSSSlmwhJXLxdkv18qd4l6OB0j8FEuHr5WijVi7AUzMR5A5OH5TeoVIirt5Btg3REJPyjF1QJqwa6RCpIJ2mC7MTg6HBqxh2Xk6cJFvCN6vFIpdnwbLPAgtk1xixgipsqBl5yRnXo3i1P+jMTAZUirdhYxtXAyOJGWQo7WZq/UubRQ7JRQDQyM0Y7EkPLy94EZa11JdU1Eu58quqQbIv4yna2oFygj6F3tn/9VUHcfx03bYD+PpjF2ecbiNPTDw0KY2QsfEBcy5ZcmTyUBz4TBYiRLVpk7IkQ9JOh5azDG1miGIOspJFFkpqdkDp1/it37oD+iH/do5fb73bgJyL3uoU3rOff1gi+6+97u7S77v+/v5vj8KBbKiUci/SKHTrPTAiO43NYZscvQbUcN2U99tYrFdMKxAy1R6/jDPQdk3wAMDuuCo/XyXhrJbqkRyn40+npZv1jRSlPQvRDbxqOx72IXCJlz3Rb+py4X77tpdn28H372gYHLLd7ti8d3nXjv78Xbcd7/9/vupqfH57pfvfH/lyp1TW3J2fblp9ZEY9O4Cc7h9/+e54hOnth0A+z4OwxyRWJt6d1vVlXNb//zlwE9fHN04F2v5/t7yB4Wnq4rPPfNc94Edzcefj/IxCLnuf/6ZfPGHqu92rSPZbLAg3MXluwrOsda+PHD3LJT07758KiTcd9Y2gzJ/+9at+vq3wF7fujUh4f0th1g/vvfdrk8eCve3Xvzq5adfRPL95Wdzol0RoKGhoaF5jMkfchEaFkQNOO6d4LfL5a32+x1jfqPbFna0g0GzmQs+cSAwUbFYU3DkE47xmdHqfi5DNKuzlJAFRIIWkrU6pCGv3agwOZ1dXZGL0neC096omm45CU57b7V1vr+/xjQ86nQPSa+/EKPildc1eCqCDqmwy+bWGUarFSbrvJFrFCnAZefpNF0QyR6Heb8I5Ga/AA6zStqCCubdboOB11dt6oUNl1bY79rfD6XrCpQMYwZ33Ya76yXgrkeSnDHAkRPedmsj4XWrpgkXvcViD1nk0GbVEMYJcTWAyTSKA6X9Id1ttSoXUeMaQ/YtKcbFB5oUYeFODIkK1RF9ofOxze7QLCz4rKYdKjTJxlbcjo9QLrWK0woOfIvwpA0640IMjVXE6B/j9tdYrdZqn8E844ZBmaoSGIxi3yZKMHK7R2F1BQrTufPzyuGAmdp5z+d4SqS2+06fAorkuR3VSvN9S4sq6CG5tTkclWPIjYHv7ve7agwz9paiRrK1hT0wIHvYOtbh9Q/73F3k1e579rQIZ0dr+ju9pmHU/4DMwE9/gWkzmGq8nZ0ig5rUdYc5CYWE6+6Ebqoh1325cCdAvvuzSVezT8Tou6OAmtOosLq4OF7fvbzwXdx3/7pgcvXxSAdTszFlW/G3rLVg3x/IjTMgEsU0bkqZBFf7UN6J+NrEyhNTU56DGJhX03Igdj1qcnN/gQiYq9l3STYbLAh3cNlTtyMNnjRQ2AzX7XRIuMP74adXc3NXr0aee3JyQsJrkOR+MXlf7tWF0nboOHsIPHdUOPNmLCsCNDQ0NDSPJ2ViwxIjdRh8qzJJC5R9a3nshcPYbFSUrtE8+vYGCRvzwttcmG0F/zidacdbTzZB7c3I4qL5leCA86nhKfBgjv18I2YQSCM3YSXHUzItHILy5amsa/iH1DOs0KhniDkRn0m3HJSOYgeHeZbhChXMIyDxhrCgBYLInUn/IQ0Swk8/qSHaHkFvIVxIh8PNScnKetQwV2KopWmsBHijS4c5hmfzk0F0Tq3GZuFtZmh0ior6Y1w/KcIj4XsVLu7gw0GV0XRNlUgEAh9G9Ju9kcVQsFfsHFBXItX04d/mNX4H7y+hlOpAOfjuSnzfgpdr0ExQ1N/nQzdhYjg9ZmAWkR4DWAQumN/+LCvGpDDw0yVC3L7XMzCqYQjXvQnWd0KuO5Vwf2XjT+f/HLjwwfenLqekPjheeyRKuzl/buOuFFSl/eOP27adPbtu3Vx5dG9cILH57JbJgWeSB97rvvvdgwexG/cEtWvuTv5QWpr8TNXtHV/s21xbuzO6lYMlrBIfX/PTmyfOJL/z4+T5NUfX5cb6/wW5eN+a7fXJBz+o784p3JxbHuXb5+Yub3nnzMW8bacfbH4+cenElwv3Fy8NnH6/Zx8I98N/vIf/PHftWtbVdes2brxwgcXKy6usPHr0G9bBvH1zzx5eyJR5af1h1tqn0b9XbYoluJKGhoaG5rFE1hjemopoGvTJ5RyPZcbr7Zx3dxGHpKdPTGBYW1tNjWVRMCQK6JZUtHT1irz6TmOfTlpE5ndmlokhrFyqZlvnvcf8XGWve7w1otdeli6TVASZLTYzTylydXRyjTXKUd2QdEIWU8HFKs4eSHJpDKqYXbb7ZqevmjHmh9SNMSPDNDuiU0O6doU8LrGAKEuvq2uQtFYEgyWO60yhbUgdwHx9KNLQ2N6Osj36+xkin292Vgc9QaXSoqLW1n8cTYNIB+rqJDiEue7A49GFXW41wtDnw3yjfbPIl56vEVWLxrjt7e3H0IxwOoyoWieEFbqALsWsg/D0mLG5NUuHGcZ7uxIYxzqIU/unYCbGathSAJ1TfbM8uF4jMGO3rQvmf12Fe/DoY8lk6ekrdU5tLWJK7eO6kT6flQFLAjAsl6EY7oXBuqDsvaii1dOQTmriy2RS6YzO52P0d/j9UwxRb58GnO2iRoksnaRXb3qrynLfp+w3dnb6x0yYWeOArrN1JHcgRz4tNc+KjJ1ePxfrs7U4GiUkiwg75Y1ouDG/3itSqgUTEzJZJskdMS0d9Rm53vZ+kbprApr/Lr8OchlTN9o/1u4fs6oFwQqyjyqXj4+LRJ3txjGdWhWEKVMJd4Jbhd3QTPQqhJofzY3Jbs7NzchA+yLTYgyoWaAy5XzxBdYG8N0/zs2NdDAVqxI3pmyBePPDec/kvBtf3g1ib+7ZggEoB1+fNhlf0fy+wtsQu34p+XbhukiHLrAbd90vJoPVv+Tny4V7NiwtvFz8Hgj3DUkD+M9rs79hvZQKe05zkffOSkmZw5PcX4F0mcOLPPcw4eFoaGhoaJ5gFjdfQi6eDmqhx8EcnxKEHcYyphBleygUj0atILcd2eEuTEjZTFQuuc4bhu6fTVlebJTatFxKBXOIrWSgoVEkPFvAjBQKT05riUUwwjPhA6GhphgYe0jI/HdSW15gSsHEn4Xm9tyHPUD3czugYN7JNkPr/n+xZH4JuEhHwecA4akvlH2HyeKjABaIgVf0hixxN8yIQCX5Vz5+DKDAegQRWg+rEnDNEFNL5nyNCK5HPrzgJNMRbayPrISJr6VwQwsLg9x5DOQ4taONkIulQgOPwUWZ8fvBeTcLVJQ38E5xq2AG9nug7RD6lW7hBslJjQgfskNxX0h1kTklLZgIv1VcAspqdxWzT4E+jgizUyxj5YsdbLRdZHAl150omTcyIGBmZeHe0/z+lhPguxdsu7sjdd+62sSdUT5jzs2lpNTXf/RRVdWBA6nNPXH47kfWFE7+UvoO+O63d+zYt6+2Nh7fPV+8e83nb/5wpvSZrd3g//f0VMZVNCOeaz5/e+DcZ+/8eOruDjDvK2M179c1//Tmcx8ln6s6/fmD1ZVRpqZXgut+5tUPkidzjm4+sigMfrlw/3ryxPqvk5/b8h5rw9PP4D+vfXY966WzZ9EXsQEs9e3b923Mho6pPYlb3znEOnxoaZI7i/XRe1+QToGGhoaG5gmiZbRjkXzS15hljYKRLP2YSTpBHCCpULOnpvz+kZHF2dALbjsX3HaVjMQgzSyTSSamu/BwaX+HdVjndkTYkJpfVieraJxwnFQ7fdYav9c/xrCO6gTSIlkMIpjw2cGIBp+dbegdFtV0tndCSEiNFUM9LKEwI66nADRw2GNXgcduV8+YndiwUlFj9IMlC062C3fYDW7oseoAG1cefdAlKZkcOVjrMmRBV8A5g0FCeCNX3WyGNqo+3ixKlrRWj/mPtcMEkJs+5iKMdPCzEYaRmZAlLnSoiggaZXF+/LiBrHz8zCqHBZ+LWzdCuPL4XF24F9/ZPgXBPiLYJzGL+QwBtbsLXHgUUNPYKJF4PHXpHBJLHFHXWuJoGdfN+pTWfhgKIldEJmWfU20D732iokIm45BFwshRaTrPJwLn3evtrxk1DHVNQ0JNA4m/vVPeILWP9DFcfhjcaqL23etkUovTxxib0hoZfWaLAwJvSOZc1qrSOfvHvFN+o8Eslba2ki0tNBapR0TGY3qXiK2WBiWkswqOB0SMdm/IdSdZ7JLL7eMKkVfbwYWFs5WFOwH47tBMNDvvVM6+GDLJgdWrC/CAmliD4cNkJs7hvjsUe+Tk/APfHXLmu8GCRnk3uyIdTE1t4fvFpbh5vyMe8x6F1LzKSsouTmmOdOgCDyB6/RA0YV2Tu/A/uuXCPS3heE4BrAigxqjv4D+fS77IOoTy2xMSiGSZAyl52RsgyX2y4CoMt5AtQ5CUjR9KQ0NDQ/Mko4bw9QX4kF49At1SGQ/rjsXsWfAas4TCpW/zSGZxt10EpbjkCjVfHBQ48eyWNsWo0EF6zCM0SISCXryD5f4so8KgEZbEUdPeWNIlcPKsoax0Pb9fwWPbIfn7H2w9JWgtkYJn3IdZF4WttOOu9n2BhTkR36oANSgEZhpy5qGpKIY0LtEo9iE3sgiRTpSkQ78g5Kb/k+yW/4kGmDfxMaFn0tKPiSrwFQo2JPBIma0rBrAjiK6pAcgLIjYZwPIH5hOcXGlHhVzMFDoxLh/Z5FqukneSSV3FtScciQS+O/bob8MCrSVuXgd+A1t5doq8m53iCo2Tr0WJRrwA1dJCeDlriqGmdN0b2b6Q607RVFeO9zlmhDunkh8Upqf5/OTW0oGBX7Z9fra5J7dyb7S++8aN58//WH8hOey7HxHH5lRnistx3x3OPTmJfPfKSnm0515E2dy6Xefrt36UXP/9tgPNzevWxbdpdq75i8k7Z0ovPNd9GhXvxzrIkY1fbEk789nF+smfmje9Mhfd5+jZfPvN5FcvfnZgx7514tBblgj35klcuG/cdfnCmaufwutkfDVgbuAC69CBA+iQq7AfdcOGN7dfurqB9e6Xp09fYh0szYY+qot5+pPTdK4MDQ0NzZONXMbWhws9mtqyntKKhg1YG5/ha8XX+jmciWmsuk0vEjkWKW/ktgu7qkVT2rF+p66IxG2HIvWKiRabQcmd6uT2W0fuO4LLjlkCJ/2F1gmVsMtsMImg/pjLsPZBr8nrrVEL0cxMVPjdCAXfAtuIYRj32f1cV3+1cnbEDZmBDVTNNlciM1OevgcC2aFMXnUdDPwZcx9mUlprOnCPfawf9nLirrZFer2oNZZVgWVkcqB0nXDXG4NFEyqU2Ahl8/fNI1jvqE9pgu2covZ2rxfZ02OoYROUp/Nw39qGu9jTUNtdBNXd/9Dl/x/YA/OecKCs+yGdGT4PvssV0ly4Xq/fLxJZrT5fX999dVfXNFM1UQQ18A2yOhILGpnQnqLrFpvO4BtGNr630whfviFgG3c4kG1PZkqvkgcdQzqfsgaKyjuMVtOI2u6YgIp3OUnxebpDqgtYrbjvbjWbURtWMjPf02px+6wuqLsXmQJdUrDdl98WO+UvWNxKk5+rnTL1dnVBuBDJ3Opk4zpF/1R7x5gTXHfyYSTjMyHXfSgYJBuEI7e5GcbhkHCPwg1H6SinwHdHzUQ3xea7h4PhB9LOxhRQEwbaiaakJCcj3x3VakcleElYtbq5oCr79aSktDRU/B0fq3I3ZbyX/QnrcNqp1AeRDl5OYm5hxhWwxs9k3Is+omZ16jlodvpMWni5Y7Fwr1y9DRfuaGZroJifxSrFVwOOFPzAgvar6BB05ZKSPoTc9g8hyX1N6qus9Xnnil9+xHO/szquIiIaGhoamseF64Jw8yXktnfgSe7X+NaQ355fIoXGkyjNfclfP8htRyaliVdCETcNoXV48MUgVyloiabYW8U08zr4KPLFy+0Fgzxmp10sRoXfIkYbboZr+TUKJ4SIN1DML0pQgDhqd1rNmMLnhoA9jWDhuwVCZsU/N/HDcCBdngltO9mQMG8C2RnO50Rc43vDxd8aDSqWiT4B/0klHyXOazRsNoZBl9mHyxtebn+oc2qk2yOd2aJhK6zgauOl6ci2f6SV6BL2SISaUQUfXewsrsIgUFF2TCVaEeBtf1dqRVAidOLDtTNmBVTV9hzhOLG8gGFUc5OLbaEGCQEBefLOzpDrfo1RTeW6eyRDIeF+vLJy6S/ycuR7m+9lVH2WXVrfffmLnlfKE6NoURti4/GcbRdKn10/kPbumnW1R46sWhWj775377179fWvv15aevnypp7nYa5km3cjser4pm3bS8+sX5+WtmNHLcwj1kJ1RNnunpyPS7/99NKfd3YU1tbGOpO9u1/LOXVwffaZ7vM9ubD+ENWb122qKr36afKVL3tqE9H/MRcL9/Ljp5Fwh1mU7X5QXwqv89atg90AR36pYiXdvo0OQbky2dlJTz99+EPWncmjm779MPu3gSsLwv3DDz+EP7+/FUNYJQ0NDQ3N44dUg3bKEfBNHU9ldWqb9MbhRrR+ny/f0zLu995s943IH2rvzEyxWOXwmfQ3tFqfObg8ajqzTL7H47DfN/VntWn91j6LdOHNy8nM5HCgj6dHaDf0uqa0bXx+v9WgblFF7bTn58vldXUe6ARqszmdIoZXq9Xz+UbXsM8MOdcNJFHYEcjMLCtDQ6JZBYNCKGU3GKoZHZ3aQb1eq+W31yh7fWz1SYtU1RqPiU+Qn49OIhaj0zR4kKU/bbfb7/Ochr5h2Llp7Bxsu3kTTqeFGJYpFwOC0jE8fsWmAhqjjNNcETQDAvFD0GwW4yGya+LBE26ZihM+Qbqcg58yP3/lryW/sVGlstnUaqdTqeRyj7XDl6ofHPQb+xkot11gn5C84AHnXSznkNe+y1VMm9qHuYx8PlxGL6xO8Ox2FFcjFpPVlNd5pLYRn6tdCwd3iPpmhMGKhjo5h0StcaRC5yiXC1+Ovre3pcXjkZO58wlBqdln1LYNevt9My0emZh8KIuyWqu9ccNkstupavEtaoVfO8h19c04PHUkDYl3ylvVI/5jg3qX1S6Uycg+nMxzMiTcvy4+UVi4/IDlyBOP5qTlvQSp5FsK90U6eCkPUm/jATUoGD7K3ZlLyc3NycnLe4t1ofg8+O5xiG4ccWFhWhpSsgUFubnxDlJe+B2eePNzyr1YC2ZQ0s2DjBPZ30BD1hjy5dekfARG/ZWM1fB6sXBPSEgB1X0iZN8fhdeH8y5A+n1ixpustSi/PSGhoIDFysiogoAaFly7yoSBpA2stIw3Hgr3F5PWwp+vpn1JcWoaGhoamicC56IK905eDfxJdE5FeDQBFAazNEcDZVWgt5iwEtKY6TIxU6OEQZuyOnhDkcu+UQT2sEJPFAVjakFrjBZ5folKo8EwPrI3wQV1Qck3+LExDrIYeC5BZi+Pt2D1avlGaHaqg1anFZTZIzGCglZsELiOCub9eIk1QRbfD+66MhQDE3PAefTgnjbBQhq7D0O7XRcg0njiQsuHOqKHoMx2xIyG6KSqinXvQiNcLx0b7VwIL33sz+IyRvGFj5XCRTPFDUI7ypgnZsVgsOH2oF4nQX0DRPhvxCDXpLFQ375CoUKBBuSjJqcU1fdg47OrYbBrWSL2SYqh8iVFGBZqc0pRNs8RW3DXvY2PUZj3yHV3ruy6E8L9mfofUlJqa8vLIyW3yPduSuke+OP1d6q2QbPOufK90Zvnmzcd6P7g4MFvT5xKWdNTW5kYpd28wO7dKSkDA+tfH7iyBfnu5ZHWCMgRv/Zad3d29quv3rlz61btXKyWOUHia4VVJ16/9HXp5Z96eiJftaXk712d80vpt5cuVm2/tbk8ysvQfO+5g9nZV355rfaI+PQy4X6lnLgWtzZ8yHrx4DtrXttbu2V7WLjfvs1i3b69vfsSVMAnn6tM2PrJBtYPpxeE+6FstHv1t607opsJDQ0NDc3jSGYZT7ugGpFwb2o6JupDFnmmXFYS6Nt/o7Nfuqi6XSwOBgPwHq121Bn0PKqAwGyvkwTtgepjYJ1zreaTnhWEO9SPyxsagkH3jMkKNrm2k4s5bRZJdBZ5JvjFYrEM0t5bLIGAUtnZ2dam1XK5JqVOzVTVRTfIIsBl53DQgB5of2q3BwKjo/PzWu3NNr0eksddUCttdtumVa2eOIU7YeOjEyAjXyK5Dv1MZwIGp2/YOo/MfDiPHtz8dshEAXe9D9x1m3RaBeXWkQamJhNdI/hUcFZkpj9iole0tIDFj8MDnE7U3hQbJoS7KIR3MAzy/6Pg5s3wGzo7a/AhCOE+SnRr5RkCQ/gphS0ThC+Pz6nuoRefTyWvWsGBH1LrzL3Qy7WzXa9H3/YYoxfc9yG7Q4LMdzDISbx3uIulQvOIUtkObxocZDB4vHF7K5yWyii3mTFXJ1jlWq414HYUUfjuCVKpz8fnt7UdO8YLSB0NpHY52Phqn6sTLtw8T+MIkkbF53sanU6/f3DQ5bLZPB6yYVbJW8B157dp+aYZKaXrbvZ3hl130muIC/c51OwUFX+vRo5uRFCldjF4xgfTfl0dY+MeIhj+m+wfM16LLRg+zO7cAxlfQz7KM2nvFpZHOpiKcNH813mX4y6az8/tyegmSuaju2pL2ZjyJpTKv522LVrXXZz4bkYpXLnthXeWCfdzqUQ8/AMYcgM489k551N3hIV7ChyRnDyXcC/lZahzr02YhPr2UznrHwr34ox38H/S3VNpaGhonmAqmAuFMoRwH+QacL99p9jB4IKHZ1qa+k30Y0RuO9lfgxVMNQaB73hlb8QUGYlEo+HiPSw7uaM8xwodLJezU+xhStmGcAIJl8vjCQTRJn+Tkc6UCiA7kuEC4zI0JKqLtgmmV/BnY0AiYTLd4LCbFPOhKnwEco1RwTwbivqZ/2bJPCJdUoR2uAptuNfdp7DiEhp9PSSEI2qWGuQLDAmlYYN+JcL58gsQie2IxQsLYfT4f0ELDGaIXofmstFshwh3TlU+HFLPFWGGSH1T0dIC4bzfyBIpdGCUU11uGRjvffg2A+S7n6Tq1isWCwQMBvL/axRuQQP5QQkVQrYCBdbzFSNU8yPanCL7XiMgfzDkiKcFyLzPonTdM8Uv4K77/uXdFnBo4U4Ld1q409DQ0DzxFAnDzZea9jc95e1lPMUXmcFvhwT2YIuxY1Cv7PM8lC0cjsfD4yGvE7ntj/41mM+pa5i2B0wdUNnuUpotVGv26NB8VJTucAQCHR36Qa22xjpiVjVGJdky8znyOlnDC0GVfdzZN+8ahMLz9naU8mGxeGJsLIQsaQ5Y0Q0NUGNu75rRGSCsG1z2m6iyHIWZqNV2y3VVnGqasPCJUnmJxOGw280Bg8EEXUO9Wj0Y7OgknVwRXjCvhqJ+Vbwl88jMJ06G++ocGSfBI06Q0ML9EWjhTrzKzS0oyAa25fREVfx9ZPU9aCf6afaFjPejFZ9hmvGAmuy8tJw18anF46u3FDwLChUF1cRVMI/IDT0DbIWU+XifAaBkvriYyLtJjPkJoLzwPATBvJ22PdqAmvLcy2mE4iYX7pthuPU5ByBR5q28r9Fh6IepqShVBj1gHYRcma1pp0G0lxYXP8yVqUp57pEhaWhoaGieOHQPy5jbQ30sh/E8jXSmG0RAO1u9+GChEFWSMxjTJWQC87pAyR2Eel4GZXp1mPyS6zweUZSuwAVU9H8R5otfEI7zMDyoG4WFmNg6yqreiMgljUwh26kQhXK/myC9RQRNT4X/RmpLGWSTW9gBVCpPfFQEKvwexgJ4LkoFpW6MEbkYVat3CXQgf3sVqNblWFY4AYdgP144DwGS0NMVgfq64vwbHzRmyvAAHSbTrpmBuaAQHQajI7zQEfoa5uGbZaMInUirKCiNx64xYCIucSMPckU8s0BIpbURKqaBN4av9Oj5w7xxIdU2aGj5G5Lv+7kiDWWTU4/kPruTj7ZoKHkOiu80XdLCs0J7XZSxRNl4VSDgwzBaSvEOzysCDBfvsxRPAKhgHs+IwrBlheG0cKeFOy3caWhoaJ54aOFOC/f/Glq4k/NfCXeCwsI7kD+Ckluiq2SpLbycNpD0SeztRFEw/JvJl0LB8NGd7BHCdTdbC87GV3eDOL66IO0bPO3m1qLupDGBHnngKSKpqmBzVI88i4GrAGp7bXJxtOJ9XeqJ7KdZl5LfD6W6PyrcL2XkwOPEu0mHkRgnMm/Qqx54rKgqfhFeHYZUmcNJkynPhoT7hYJz+PbUtUnb4vsaaGhoaGj+bzwleDIG0M5oD73C0M81fSCLf2cuLMrnl5SgKgM+nyxwWh6KvdBynZSZ1QRIsvvwjpFZGCYQRJ8XkS5xCHSYiN8GM7zG52KzAstKDTFXQlYiFdznYQwuCCmk/rWgZ0cE9vj1f5i6kuvQ/xN1/1yQodeIzp9IgpaQPu7EBp54QwSc83hIoi+UyyOmcHk+iovzcVwcV1DmkT9+oH0LUNqjuY83inUtPO5wIb3dgHdPXTmVvwHvm0rcJE1Z7QpMM0R9k6A0o1nMi1+/3xVmQZAir1wumdAY8Ce7NoVSYCE9BpAKRxXovFyGW0hesYX6CM/C3K7xx9g2qqcAi4AbEu9UlTcqjQIey/QMHqV4l6C8m6wsNhuSVBZ+Tgt3WrjTwp2GhobmCYcW7rRwf3yghft/KdwRexPvgZp8OepWp/mJG1MOFJeyXiw+kbIr0sFLScxdgwfDr0/7ONZg+DDhuptTOUdj6+i6mDUp9cmHoKXo6ZSeeAeBsMrktayLyd8VRnPNFpOY+gXEwkct3lGOO9LZz+Vsgn+7l/3yQ+G+sWArLtzR1tlmJN2J3ql50FF1R6o84W7OIVy2I3JSS5Pewl+9mPQsPD8hnktpXuG0NDQ0NDSPLTbMG9JGeqg0GIRm+p18nliKiZ4aZPQ91BaZYgmvF0kBjWb5EA0SNoaKFFyYbcVulpwSKW8Yl+x6bHRpMPxKlIlLhDqMEUrWnscMK1dBUOMpaRHoeMrQ88l+foeilz3EnIhvsDBo+6ddw4angA5cLSIGocxjmG0WnGQ6ottouRLpaL8nqPAR2FnqwruAhuDzkUQ3wH9Cepb5TxvELgYlzBOgDaALzGIL+0yjBFUFhRkShMpzVoxdfwSUxYOeUkSMDry2BeXwdECkvhsGo/7miHqqXnwfLqqnUoKAp6wJai3RQcde9KDVgct38lqXMomKPRq6fXlUTwMNkiG2EVLm2/g+zQTFc4BH6IZ5NWX5VxLvVtjxquezKcR7mVjKNsFTp54RoLp9mUziMXtR1Q0t3HFo4U4LdxoaGponF1q4xzdYGFq4rwwt3JfxWAl31AR59+5NzR+fSv7oYumWu6/sjVAAgt5Q+cqtNVsmk88c/Kx724OoBCgiM1++t3z3vrN3T5349tuD57rfPx5jviTk2YuPVG7sSTm9tfRg9gdVW+4dj/QGMmCQuX23TnefefXgwRPd9x7EsVlVLJ6be+3snR8Prj+DX7MYfvPk8srdt774sfjtS/X1ka8dEu7ffv9DVemhn5/Z8uBy6bOs5O8Ixf3K5J+sl6/cQS/za898y2J99VVV1d69AwMs1vYtiQlH17zEevv12weyQaTXT1ZdQf9ksT788OlPUQkNtJNNPr3iiWloaGhoHkvK5NgNpIaa4M+mpqan/AZrU5vfJeLemOrVNTSE2rhwpHbj2A29yRQMorZMiylSzSo7tXy9qXf8euseOWnreRjAozLzXB1avpar7B3q8nj27CFrM/MoQanbPCzq4EMnp06G0jBkgSb0sj115H1zqJA0tljum0eVHdAy/2ab12gd7gu4u6aDFUS7fOp+P9R4GidUJ9UBZ68SGuSjUQe9xn7rsDMw4+6SBhslkoYG1FdfLi8ri3XwfLlEdV1qUd83O5XVImM7cBMY1Bpd8zXDmNMQMHcBwSA0LvI0ACgAEp1ohcZFJKRD8qRKdd1ihxRKAPo94XSi8wFaLbRRwmlrQ52UxkLNmGpq5nE1Lhr24d2UVmB0lOjjVEP0YBJNQUOjwTbo4YQDMZgA0Wmq1xkI9ZoqIuvVFW5bhT6sRDLdIhgyOE1Wl1ELg2nbXSKfU2OTNj76xszMTA6nrg7eUtFl6x3ugPZGWq3L5XRKpY/ewriirJN5Sq4PBazw9KXnz/tmLCXLczmRZPW0dtlMVtQoSySyWEiGyuSIZR7BjLKfP3jMr3ROe5ZL83wOp6GiS+fqHIRfNbXNQ6LNUVsyYZeLP9jGdbkty7fOotM0BIU867VBbYdzSE7yy1RW1tAwM8Pn32yrVjoa8Q9DJtwJIDG94A9ImenOWReVCb0q9zjEwf+W9E3aqdTUSAcvpRICap4LBcNvjHQwGfLEszlbwbhHBfObIx1MxVzu+xkXsz9N+iDt3dTnIx1MDlEw/zp+zWKrds/P3Zy2FUWvR752SLh/VlBQ8BnrpbzbqTnJz7JKQ1b5Kxnfs14ursJfzyVfRGK8uDgxEeXeFGQkJjxIfYl1NTsDr27fWlAVCqhB5v1a/J8v5X280nlp/mbvbJ+aOtMwPibTfAhvQ3J4lwQSEgKByYZSo9QYQ5RAMDUFJNSk2CaNicW4Rt3QTWoRa7AiYg2YssSA2m7aCEXBF5biUrdqplLbXWf3w/KtH/wD9gN/wN7PObznHEjYnW135lwzdRBO7pyTBHuf33M9102LFi1av06liwdxiHlnIYOEy9bi1L12Sy0vuHyU0Auk8QFJTgXEc2CMbDxNw1ZM3YpDOAew9j8BZRxOhLUDaecRUSHZhQxMJ1Ruxq3tkDkFQzzrQnQOkfbd8Z8Zv0MyHzPA7sU8S7sC9nEHAN/PCpzM+f+MsaO4FRS7PgQIfwCPMyF0nOtiNGJhiDoPImId/84AciGMD15ymDeFaxGPrw6iWRZhnF+WB+tdweFJRfjvl1W7yolPKLuQu1QsCCk3yo0XP0wyiXCWPVgxwiW2EMBwU2xSI5RRP7CKaeNFuKfQwYWFGCYUUr12lmKhxgqhSHC5FXqBkoq7M22YFfYvvM3lUm/QkAjC8Hk7nj2HCSnSlTKYApy6F7JnV083W5aSKQJ0T03d+WIf/LbCZw+zU33miJAa82IGFHXjzueLP3qj6dD3PzTvyOmvOX/sBflhKx9w+PA7eeXPLta8fLl9e25uU9zw/CAA7zeaCp7d4pTtOLm9PrelKUHiDdOWAdyffXT5Yv/7fz25p/PW8030/1l8cdLeprRnDZx7r73c3p57rCmh3bZI+fm7dn1yNnc/wP+cHzrPfJJA1iWfv2svUPcff//7jag7atxT7l75qPLR/pR//v6rr06zvrv0Df4T1Lgnf3YB/3pv/w0W6+bNP/7x009R495cswtu/X7Hev31hy9++uI267f/2H/5U9arp5Fx5g9/+APrg9MfsF7/oP6Td9Z7Zlq0aNGi9WsU0zuA9z+LjXujxA/k/UFb30z3AYLzVYXmw4NttRMMt9BiWc10pcqI4tyfhs918abnjQdIp8Ij1u5li8w4a+8NCONj7cUmp9ePEHnb8CmRwj/jHp8PGS0Z6QkwZSNMVQ2qwooJnLO7zBXAwwPuMTQYH5B9ekJ4GpcxNC4JqHhhregUDqRra82N1sEwb9ZtG5+Hsji+30zhYhzfq1S9igqR62hhIQx/Asw9DGzbqvfz2IDXbQTENxotlkW6Hu+TIICvVEq8AXgCmPkPEhFMfZmnIxwO3bMHYXIeb3KyGxF9kBKg/qJwtr9C8Boi0r+eEO1epZBhoZjP5sSfYJbn9wOZ93gAyrsAxgONh4FUw9wBxWC4VxX0upVjseO0+Pz8dPnCwKxp9+xkWDHnAi4NDxxQ+FVuyZg8BhhXVaFzmR8LBGBJ4VRbW2FhOBz0qmOmhwHFlluM88DdFa5zwN1F/lnJ/NpiqJyldF45M8nltrVNTPj9ZCO/gOAblTa9depBW63I745ZD8DLGIvH3VYRrARwVd5YdI+fN6D7EYK6K8mpe/G41zrwIHtCpBLGFkDg3mSa5A3Dy+O3Q/dP3bgTelTSA4nf35WdKImvDc8vaC2qQXHwmZl5eRsdvFpvpP3E+Sz53ZybiQfDE0rKa4GElD8m3+NcWjB9b0KVaZc4J/HZriWby5g/nHQ+d3vOqzDbNdGMeUTdOWjM6frUHTXuKHQ9KS8XzOkfJL/Jej+zBP8J3rinNONf7wXbPJSCMao5qHGv56B7od9Bm34lqQWS3P8I5B12JSz43Bepe1mik3Bp0aJFi9YvL4lmZFXjLmLq4c+3sxuXoqariscqGoEvMmIjV5RMLW7EjbBNlPbqxSBsxNr9Qh/FUWvkkAk0GI7I2wpFGFvA3CAUnkShYpvQDiM7kTF+y5Zhgsuu68DfQNAnrkK9x7O5DCsWheQWaeJnt1IOHN+zYQboyEIOORIaJ4qGiaoAjMc5SpRMRF66E09Lj+DkO2ZqKgHEUe4NEmGXR/ovWuZXC61XII3iT0hMcyXmByChiB+U4I6WFnzrJ7irmd0aPzaHQ3IUioTBbFeqRZkssVEoxLCNJwcg7o7hbwQXmxSS2+KhmEDFhVcSBSNRnWNINoNvH+FiAYr1gKpiJh65ns2epUb3DJy62yk+uvJiIexGQXb5UdKfgxl7lo0WO7p4cTTuiEKDg7yu+eOXJ2v2n9kYQufnf/RRU9P339fU3L69bduzZ3vjNnsju/uLpiPf13392e0d23qeXTmc4BoSIHMA98+fXeL0v/bX7fX77zcl1jjjQmex82zLreZPv739cU3usYTRfVbW4cO7mp799K89r/3l4+YTzxJohYG673r0iKDu5c+pfsOfPTmJN+5Z/MMvjp3gQOO+oyYV/0lSed1S45509ymL9eOPra1//eubYGHf/hlaMdlz81VWXfkbhz9l/eH1v6b8Hlj7mzhzZ7G+OvkV/Hmy6DHFk9KiRYsWrV+thiaIDZXI3+7qcm3h6j3gd/fYZAsIMOSdPDV1fB+PbTRWrbIOELS98NzkjDRUKian7SZnMCyq/dPVYU/XjGBevTFrl8slTrZ/gFtYe+5on4c32W1DpP0AOOfj7QdeUSqBXYcZA+fAAn1qQuTp5XndCIgTnD3uMoTkclRO7x8E8zdQ9rbC2p/nsMgQoHvfvANBdgDPmzDJO0zTsBpgt3cpGANTOL5vuzphZjC6gLDPAoqGfhVn3MDXxeJE+LoJ6LrTG1TpwNKvUMxxpwiAD+X31U6IGglrOk8PTny32zmOnga0wNDBk49EAP1ELfMJKYvPx58AfOuIzJcCPQd8XlysHp92uwOz/t5I1xzD7Lp6FSfwR0WicFilksDegbWm86yqdPkBSyk82OcOToY9I7W1bbWFXNGgPRiLypHn3WIJhWy2yUmXax843udEiLvHFMW5+5httqvx1Lm24QGrvTvWeQ9uDTCh22xW64MHtbUKhUQZ66sB47zFND7La9wHizMKlZIEzGdlWYzjNqDugO5VKjLqDjVw6v6nPzEUAlLqLrc4cLv8vgFMQnJfjHz5Sp+1cd+D8MaNO5IYd5DfTu6HvPQ4IXRJCWLHaKDoiwQHiu4quQwBNae39qc+SywYflHvpeUCuP8qZ3vRT3kJOm4WhTLmL+CW+cySTaJ7YqViR8rd1AQ7/7w8gro/hBgYcj3M/G5pzGl16lNo3F/jfI//LSktd7lxz2xnsTicvDyUKQOmmRTUuDdD7s0lGBP7MXznta0fwp+LzP0tuFz43kIhWrRo0aL1fyQ/nqVByMwzbznFA7qerZAtdhkhDQ/8vNmrp6ciEbR9vbBpNOTRXuGCwoUVvQJbPNRYLrYt5GofzzZX6DUSGdVES0oxmWy2tWIYnL1oRmljhZ8tZG4aiKPEdDY7jDUumL+JOBMdoPtiisCQuGSSodUAP8/DmAKcSqiWO4CHr6Po9QQiV1ZLCg/u1tjZerD0A8VeMTv17exzuJscPYUOAuuZQLMprNW/mKqK1TBpthvs/RFGH2FKR+Jy0WqAUDi2Tga+AYJ9eBVc/ILR3FQdBSoHyWQaDRePpznFtQN3J3eyl8pGeSgM/nhhHy9QTOJ0QZLJMAydIYMhZJKXsRR3s0VwVkcZbIp3lRh0CjMNUOQ66RE4dX8A2wxUFNSdsMvfKZyj2jwSKu6qOL7FE1/jzufvbao+8jB1f83XN+prcss/EW+4WXXXrsrKK1cuXWpuvrH9bt2xR/Gzcz541Y9cabn0pL9s+2d39z9CkYcJSZ7UVHmk9VDmk+Y997bV3C1/Hs8/M6vF53+09+yR8pa6nrKbn/X/cL3kRZz3K8tK2lV59puWSzX9n/c370+t3vgVW5RcXlnZ0tLcvP39nqIzBWSnjhr3TzvL8a/Fe++//JJ1+q3tRSd2voM37q8nn8R/cvhyHUxmuiaXnzmzbRuLlZz8HnzzSc1pVs+Jplcubk9e8Le/tQO17yzwuOdA6/7n19rjP1NatGjRovVrkEkiurO4ZfDqObNneMuD2gdbjoa9eKIG36iELnrK1ed1G1Z151JpNGrmDk9F9BKl0UjWTh1wCHURj3nq1Ehjr902bio2Hji4LoszODoEvK65n7lTIwNahV0l8c2bDKEMeXwAL8sY8vmCwa4ucIJwjx5FWJxtd9p8ynmTw1CaEV+RRWU51BKbQBCNejw//4zKMURWRbh3RuW0MX1jUrUDfPoZVetfzloZjVKpQBAMRqODikaGyzUxAWU9Hmik/foZldsmYSrHpFKHwWAwZmRkkDeBMUJFpyVuwazOHw13gU8d8hK53KlhrrkRlY5Gwn77DHjbUZs+7lNKpVKTWg1PAcsP8CSwUkBd+oDRBIej8h0CQrND+uiiervQfUGcsip6lx4YXCg2jRdf24YCQM8AgG4odqilsjElE/g7rJ70Ytjc3ATI5YK5UtHZoFBicqztN6oySkMO05jP5g7oe7WiqVMTIwxPlO2UOGJuK+XyUGhszOlm67Ui7rDZrOjqlhhjPmd8udExrxTa/VpG7SmzJ2r3kbjd5XK12mbDsKmpEa5V4ZbErifxq4yGMcks1lc7zNVGVdLY5j2rKkMtcwsYDLS0IBDE/Bx0wOibtmMDtVxuWMc0koTUZBilEn1X4bmJkeiQkaS5r6oymQKqSHyNO6GmghNg/v5y61MYdBpXc5eUlJqaAoi3nnM/wWhzFAx/aeu3KBi+5NhGB5NrZ+r+su9YHwK4v7LZeaDIMg8e8eTPN4vuX+T9VPQSt8u3xveKLQpR998AJCen7qhxv1dENO6QQA+pMtB/p9RAHg9q3FmsL/Hvi1NPIHCP3gaE8Fks1LjvLzrN4mTmvXIXVgMI5eDcHelL3DBfs9lXixYtWrRo/TIaFxBbU5H2cc0LGSlcNrHRrapYAiTvKkO7NrMaJUQTtJ3K+lIqC2BmII1XuVaNLZ78FpNshm3GOegwF+M5E4Tk/GK1UMjjIdcxkhnCzZ3CzXq0+TIlClthMLIJfzyUG8RmNhzZua5QFjkKWmEwzuFrAfjLzPDAekBAINksvkdFuwV2fEXAteC8R2orHGGIKnjA1gNCZFjfBMA3FitxGzrcFSyExHRVoDsDQivTbjZUbWHf0gOjC8XQrcTG58UvdqAEd/SqLb8VEchv98mosCoxXHcOn4d7lWHVjMoc5AeGit2CQcDQ6PNmFzgo3tmQUIWh35B9jEGq7RliMZuNkluofxtQ5DpB3akHnY4tDjol/fnSWOIBypCaUgEbQpvuMKzUETW9iTTucnFe5e7Wx5eKmsu29dQdKthw6ymA+r0FBc9aLjXsuVHWX3d998640Tdfvve9I89b7nd23rjWv6eubmeCfhOEoneefX7lccPF/m3by+ouPzq70QNiBSexs6A19W4noPv+orrygo0esFb58qadreW3Outv3oBXrPxF3C0xou7PWnoWqPvah6HGfUf//YW/pTXfY727ffvnn39eltqysnEvf8xi7diB3obKStSY9xTliVtSv2JtLzv7Sur+L1lv/gYR9+XG/d0d74LzfduVTc7BokWLFi1av4xmGIsjg6CBEZmn2sDffmeLaxYtuWf4uufM2VO9dql6ZVAHou2AdRdoe2xJvnxeMtvlcU0M9ymGvMIxdUi8Ppz2+XQ6TDHimppgiHj6gHt8TO2IF5LnO0zODp1dYTWPICKr1fb2er1MplRqMFgsBxPKVk6XKp3dOnsXxvjZBZdnNns84bAdMtNRObU6FAIQnhBlT5fKANx7h/RQkmE2I3QPHNzThTN2oW2aOSZF6wFG44E4C8OywkLJIbQaQBQF2GtuFMG59nZhdqDrTgTvlTK8NOB7y4F1AT4fgW+fD0FwtBqARLTnZjOC9zCLa+rc0ZE5j1arFc3NMbRdEfwYXm8Yw7Bwr54IgaeSzo4OixCPiVo9jQxUaM586iheG24UIeXdo4CfseEEhHAqq7tsROAzQiGHA52jzRZQRXvRegV3iuv6mdEF+N7m27sGlfOrMiC4Hci7d7a3yzMHy0UQURMMOGL2j6KQc5PJZrPrGXCR5p97h2y+2E9zusWgVtq8vQqE8BURgU0e81oePGgwKJV2PbeQO2VVCCQkNvSDBxao+xRXFA06YpF4VtUBk0mlcrmOHgW7PAm4P3jQaPBJ/JCMOjIXFUhjfo5WxyBjBxvMrjXPCdxkqe4ZGXD3HX/jTqg6tT1lB+S25Mab2wJx8Jnf5nyYXFNUHtcY1mXx885mdub8FoLhOQUJN81I+UlHchu2vsb6PaezZNMzQatxdA9Ee3NjRVHC/DYIh7/HSY13fwChd/L+tkDd1z4MNe5fphDbUWFwLGc7K6fsM7hMmJm6onGXp7VAW55DHIQa85spO5PKS75ibU0peOUQ5Mqcxt3ty417ck4y/LkYCU+LFi1atP5PtNLhPlVhhtmkbwOsHNGgxt0i1IG7fVjjXP0QknmMq5QunhaEIZTjTjaDN7pklV9HKOtjCpDlg2xRRVAgpfAckytdptTMYApinCgK6dZoqMdjrq8Mpk1jxwYXrNVvFxYSxur1Y03WUwaekg7jTpfd2ii7ZYjtFUwzSzcB7xGAJkpWLCNogmh7oCycLR4Fkwi8r0LgW4jGsuKrAUixSe7IfU9IwUNjWhdl18A90npCRv5lDVYQue4TKz5zKM0Iee9RfE4AHkHWki5ILPYxg5owtri0wAV87xWqKS73gEyiYVcgWH6n8BRviGrMqVzcIfDgBX+ugKhS0mP44jFNGNHswpH1Bp1yceq+3qBTET7oVE/1O7H4iyWg/MUKQkjN8WwRm0n684NiEzsKV4Iiaqhgd6KNO5DsgrRntxo418qaOw+lbWz+lsvz8p4/P3+9qGZbyoWanw41xf05h2z2vMrnj1K/53BSUpqbDx16sWGU/Gpl8ZOadh45cz734r9upjT/eP2nF5uYq4TQ/ZmWy+01Kdf6/3X9PjjJExLaH3Dk+eO6nmsf36svSi2I+xKWqTtnzS3P6sb9SEM/67WeuiMPOfUnX177fKlxz69Mg5DHV4mDtm59FVzue+q/h8b9zeRHr1Qeecn66vaehu/A6Y687Uivv4oI/GvN11edBi1atGjR+lVrbMnhXguddnZh2522c3080RaGbUwu00UnTk01ep0rEjWyHA6Ctuv1SlLabnE4dV0i15RZFLa7fTKHMXb45LLkBySSoSFo5Ca4XO2gTjXtM5mMRqrRq6uVTwxV8jS6uMPDItEgZtfZbEolAuNk0RxUypIbpUxBcMjfNcgAN/swVyQCaM9TBZnjSqXJhLD96iidjZQhVUqEgmA0otCiggjczzViWG+vSkWge1TUCDb2+FYD5GD29gm8wRlwlQ8y+swjCyXnFIowxMOgotPA14myBjDzr7cqkAFEGyal4uWi0TBC9ugcuVzkt9dq0d8RG8cwtn0WB+a2hf4bue8JmRzF6HkWFUJ+/HVksaw8Wm2ax4vAvFYoKrGh6Hq7nheORDGGSDs3gRA/zJjyWKN63YygW2pa7dY+eBDRd7V6bGyc6VX5e62ePrNrwvyztYsdlMTY5VEYi8E0Zuuw67VaIPRmnLvH2GaAZEO+u9DtxwbARC9SsAVK49q2OeugOGRSSlRDZtdRGCqgU5G5yI1GpTKgEpknpjzrUPcA5qk95dLq3EaSPdcZ8AapVIWFsJgVZUpjP3aA9tVCL+Y6BYH1wZgLRgekG0xuLxfO0opJyW+BEm3ckZLySjLLIKp9W+6heM3fz9Mucl5L3rG1IeGRovkFjzgclEaem5toMDwhcUF5UTPEw39b9EVeAtGMK3U471jmBZjsuqOobnOTXY+UPAEH+Zcp+9OQ0zxuEdR9a0rqKuq+unEvyNzD+rboPmS418BF/nGpcefnPULtOHEQ2mrAgqmpqHFnsc6A+/4eJLm3Q5I72GngzJb1VkrdqlOgRYsWLVq/akmWHO5T4G5HSe77wJI+CFnu82IJpEMf5ypWWYT5MtkiFCQviJKruWDFnapgC8ndvMtCUdgC5OxFBcM8G0UsB7nSZUwAqgxYEQCkymjk6YWSzYwS5YuLmR0QJC7insNfhqtoNinEh8cE1scrI9MmCLKjDDMQWqS3C4fh7PwaDZO5GXR/QKZkCiFkpQtc5cQZEiUZ0F2DuwQVjec2h5AR2mWnZhYvB9tY8dduSQRRJ3i6UziNN+yJbTNIUES+vFCggidE+fJc3JZOpLiLYECsbr3UGynTq8EqCHQPc7143RR2+YNiA7S6+JhTnLtTLMYYiwNsM8T7tBUOsqcpxv8uDjodxqLULnI0NYB60GkVDDq1wmUOYxqqAbFMJsqZN1OG1IRkevhNzS6MUkbUjDHMcLEuJjmV30zjnn+4qTrt2eWGzr/V1F+81XIkjl521xu7W0vuf/Gkpqf5wqVbV47E2e+DDn70orX1/v329p6e+vq6urTWpDi3py/q4Ed7d7fev9zQ8OOP9c1fXGptTeRGnhAEple3Prve2fNjfdmFL663no0d6bW+djUdKX98or2+7Nq/Oq+3xvF6ERIfPtJ6/UR9/8fXGuoqdy0ij9jGPaf++ivy6ke3Ol+ijaq3K9ETZB3+BDXiu/BXur7+TdbN7d9+e6P/N/C9lqbDh/vfPX36blrPd++yvrz5lxWN+6tvPd21iX83adGiRYvWLyNdGM2Hwfu2iGshyZ1nt24Z6J7lWYddjWGbxLL4z3qWJeQNejznzikUTmcsuoRmyheYxDwDIyKrfsY9PR+ibvsgu1pim9QPWvv6BgYUipkZp9OnDJXG8z9ouWFe4lSxI2GPaKQP4CymHxrtlkhgwqaRn4BFxKL2CbtVdn9k0CpqHGA0VsCoTp59BpUaV5rUpRTpf+SygKVaIvTq2P5eTCFqhNPyMDyDXeEIOjenEJ2dyVRaGl8DkWEohnNzugNEOY9H1MgdsGo91q4wMPahmVmi5Pj4/LzDgYpSvWoHDA61UmITur1BnX0SODqcGwxIHenzVKBykTCEvfBgVOrQKC4JrrF5JBR6j7TYO/LTAXTjQgUX5VZpdBuo2714MNMHeTag5XY0i58BT2FwmOAJlfDUNrd7NIDnWGrh/DwDP4sgyifSq9NBDOSYZc0bklHqMPmmhc7AjD+s8DBG5kTwSVB1+NSWNV03nHoxhMOP9kZEohHYteD3C2H87+pjoKOWO+BjZdcPivq4IuuQalod+wHglxokwhn/3MjwhHXQ2x1bBD4IpUzJjB4ig/rCfjLDfBbfMj/tndQODLusPKEvnaQ3Ly11OhWK4XNzIpX3AMkdhNyilMyG+9q4ol6VLz32E58lL5UIe8MwtUzkdpMMTdhM406oqeQWbq9OwD9envoDxJlsj3sM6wqlpqL5nykp1xMOhie0q+QxjBL9AOh1atKG9h5yNS0lzF/ZTMJ8Ul4q531wkpcl5iJ/J68TXrOtKeV5i/9cxDbuBCbPzytPQZntb6U9x3+ShxpxYpUChdTUc25ufTf5D/C98+C8aYbZrpcK9pflgMudsMosqj7eVRRatGjRovXLK4rPJkXSsoGkowYe+KcWPO5hSLCu5QVXHEvETUPwhUZDXkwiUMAESwJars9q+cUmjZ0wfnO5Gk0iKBpZl/UVZpwWQ9oNjBXdFBw3wNDOSEUfXCQRcO7hDQmcVPkjG8mAc2OM4cLLoRhxF5wZykrfxLmVAmMfhfZ1uRy60LmKQSjYnUj0OppO2qHRsaOYlmFeEQJzHM4OlQOLuhB5YeI4x3Tx/IJpBhVcFDHwdF1FeJMLB6PonI0hfrpsDBYY9BiMpcLf4bez2xjwiaTeaGAplgj0+BoP2qKhpxywmy5049wd1nbYbKpiUqYdH3TqqghS8Gw06FQERzygpu5SJrZA3ck/TXyg7mhW6lFqu7xGUwgXZMWKKezhUoEC1samKkYpwprShV50qTweyRrU5ht3cVNl65XLdQ09X1/ovFRyZlccvezenbuP/XSioaHm65qnufd3NyXQQe/ceezY5ct/+9uFCz/UXD5fXRnXTe8K8Zt2Hiu/fP3ixQug8+ePbCI7RQwlvjnxxQ/NZfU1F+8f2pXgWNb8wztbD11uuLDnWv3TupIj8UJ78eHqY39vuJayrf7E+SO70GVTNe5Zh/eWX4LO+/SFpzhzf+9dyHwkLrSz8zSr/+vUlhv30IbUS9989ErDtQ9ZT1tyL33HOv0ustEsK+XQJl4bWrRo0aL1S8hoEO1b3Ino8kxtOd4GM1qCs9BXXB2ZaOvTzyqXkqvTDwjdg1awomu9XlPMPr8My7RQHxH1mQe0YY1zfJ7a2c6HTqtjUm/VjozMNYYjwaDNZjLFg6IzwCDsVk1GMI8Igg4VWC+Bx+dNicBxo9oncXtnJ3mYVcRAnH0w3DsEQ0SdCIo7ipcWF+IQTKscm4Z+3Y4Xm+tjNM4BZYeYFbtm1G2zwZnNO4rjO7eqdJSCIhEGAIz3YlZg7H1cBkBnLUB7qBcMoAudZhIFyeJCCFksQNh9NmFANavTR8J4IUDREGOjtQ52YQqwxOt1gNa70dmhcvPzoRAw7xXniJC4bAwxdbd7FkfmEQD1GDY46AFYjwTAHlYnCGkbYRCrdTBCIdS4V1iJQ2Fhpa8RL6BAYTSRISjtRRx+DKbprriGLIulNDQvGx8H/t49M6P3W+EqGhvn5qxWvx/SgnxGy+petkoecoyNA/y39ypg62ufyBqZDEpklrWfKP4Cd+8ViQYGrFadzueL/YhmlErH3cFeLcM1J+qa7PaRRK7LLeOSoEZbwXVRUfeMUuUCdcf8zjESrztQd8lM74CLOxBm+0i3zJpM3d6KxuFhRVgoIfvVsDgkXl6jq5ARnvGR3R3wQyavamDg1KlweGxszc8237gjodyWHnC738y8nLd3o4MJvch7jMes9BcdKojzIYtKSsrN3Q7U+GvOlZiolXiUldSUewkNEuVwSko2Ophc+Xm7M3tybiff3pxhPj+pPPNriIb/NPNZInnpBWmclA9Z2zgleehBVI070hnovF/PeYkz96acHBYrLQ19OzPzQ9aNsp1JP5S9CQc0pO59pY7zFutC7k+4y321buZuMjqfFi1atGj9r+WQoaGmhIjNqdlbtODQRkDw7WztioSPLLGB7c/OzgZcSeYkRxbhCeRsZ0xScMZFVRWPafQ4az9eoRB0xG9LL5UJ8cGYx+HMpioi1PHc60kNQ0X9GETqwfPfyZ6CKJOgcJxqKOb6shSPC4MQbT6AF4OFiEIuXm46nhid1ZKLx5hOSEtXMEZgxYLQUbir6GLPCpyw2SCO2xqkEASvuwU6PLvlHI6gkVA2vxaLQgBMN/DuDbYdLAfBoJmuSEvJNUtCF7osET6IlVQryXvb0vkgHc9GJcCkj6fMU2W54xE6KEAHmb6JxKCAQE1h6Q/BxyOCDyFAmzScFO9pOsovQmk8DAZ1couT3QjW+X3cMGnoIm6bh9+FBzh1p0T3iLq3FeopYmrkxUIA929nuwQUg07lYjYPniGbrSEvUCUWwozjO9mNAvJs+SxxMZromp0tJOYxLOs/a9yz8j/6ZPezxye+uPjDv3rqclvjGHMKUTGfHHt2ue5JD6f56ReprTvjRc/Q9uZ/8kn5Nyfqnj7ds+dp5+OSvCXbd5zKF39S/c03+/c/fdrf39lZUvLOrkRdN1mHP6re/ex8ZycY5i/Ed8ErlZX/TvWZ+yeeNt8oq7l7/ko8qxRISW88L69r2NMPJv/7n8ifrdO4H9lxm/X6t1uv1d8/JM97+ZLFOnQIfbul5V3W59ub8p8f++y7N1llF3e+0lL3Jeuznpaze2Ia979syyU/C1q0aNGi9WtT9wzhcD/edmfL8auw+K6d2mLtmO3q23J1yuq1LbHYjDEfL8zlgu02MD+/1knuUHd7w9a5gca5yZkOicxB1WZW4aw9atUCm0as3Ts97ije2JYut5h8iLQD88VJO8+ucQshfkYdPx7PsIz5nECQwTMi6kOR5OBn99uDbmga502h0thgbmrBRH4JKhXBFAizA7RH1nOefnbUjeLToZxxrcmaXPnpDvU0XooXwdC1gTG+kWHt6oJiuqB3FNYApn04Yz9A/RpBTgtMnRIKZ3WTk10YwGkoA4C90Qpn19Xr189CoQ7g69PjynlIdQe6vuwj4VvwfBZ4tBORdb8fkXWExOfmfh6wKhDp7gJsrtBGAdQjqQgrPH6hKzQOZ0mulUc53d34g9lQCJz71q6IFd6GCkDpjWBOh2B7HbwdPkj8X3F1WXI5ou/T005nMNjbC9Tf09dXYeX5A17f2IH01S2Y3GKA3Bd3cDKsnRsYgRdyMuBTx3jI+aHQ+LjXGw6PjPT1dUU6hKE1AB/acn4xuN3Z4QpYI1D4vWREG+YUKL1BnLpbvV4q6s7uZRSa53i6aQPJNFV5aNym7+Ke6hNNeg0kvflB/rxyxj7CdY1EdTIDiZOdH1K67dZzp/oUOmHM8gKInzE+rtfX1s7Neb2rnO7/WeNOSFxwhdOffDulPxXvEuNRwmNYl/VJwd2ivyTfzunJ3L1k+05IBQVFRSimJjPzbF5iCTeLIgzzryZywSu1M7UdImpOcvbHu0qBhKj7W6wbRWeS1mvcq8Hl/gHMnD1dlJm0MyWFxUrFj0tLe4v17VYURVmDbzI4C9sNdrC+K7uSdCGmcT+d00l6ArRo0aJF61cnHUbQ4raFXG0zUDyFcLbCBWHT9hX+WYvQCznpFL5emMcIZY5nezAmRRwHITnO2s8BZzyKs/Y4/x+MTMyItN8Bvsit4Gk6EifaxmIhCo5csPMDZ+fpBBIZRarH+kJhJnooRYBoRI4jbJVAuOEE0BjJ8UxyVKp2AUajrPQIOwjF1OI4byVkMjSMlc0WwdTURaI9zO1jYDyIiofbkuJ1ClXBPQhs7oRH6xESJ6g2oQfZKLUdzXRFQtHwSJt6vdZKiiP9IJRFY1i5sMKDhDYZWHl2WF6gSHEXi1HSPJEwX1uowLxCcvt3lVgp0MPHF20zUAimyT9jYrFAgAbsPsj2s+cpAP64IIpnt2CURJug7lswjIq6+4RW+LWaYgRkJMGPICKkBsU2USTMm2RauGAuw0kxJLZUxoadC/sYk1RLRkRADYaJV75W/43GPX9v5cPH+++2Fz29WJdbnhbPzs2kva0Pb+3vfHqxvbPh+sPWyrjjzaFr3ptWnltX1NPTc7H9empr9d78BLH53r3l5XV18PieovafUndXixMt8Iq4sroltb2Iw+HU1NWVlye62/Wj6vLcLzgX9jS3Zz489l6czfuL9x6mFu3pv3Zxf08zSpakbtzfbG5u/jplW90X9+6xWLdu4d+u/gvrq7eQt+cykPacHbkPj515n/Xb9w/lP9mBxi6t1AfJzdWbcAHRokWLFq3/tfhVXfjgmePZbftQEB+al2Te4opUTO3b0jfKrCI4Hz/DMapRQBA2FhFKMta0EA61ezQC0/YbRX52N4xiJ2fD/AyD0hbQRcMVFSKPIqxTdTilpo3S0fnQWU4Lvaqh6KAWGaytmF8X6JAoTaVxk/aQYZzphN2U+qhCW1EBOeWiwYieHQSaPS51lMZ544AmbBqgkE3ohciTCAaXAKUAjmM8vV0XGLUxlVK1Ia7cRFRIqRQKu0chO0UfBre+VQHzSCGDHvJn2JqAd6GYpYqSC1alG4qVSqZkdDQQgBBFcKAzGIMLhSAsPjrJVkEZIVjYZWqH4cCKQhDhYlBL4aFC56hXBZGQ0V6ImbGKPNggypaEeaZQAMPQXlKwnyOy3kHsJiVkg/sAQsIF8r4sOBOQPRBY/W3JwiPw+a2lxEfDCF+DEx+V6YAMGRUk54AbXyECG74CwmTAdwMvqWRaql79SauqUkN05Ci8buhVQ2kzUb23wyc9sCby/2BVSCrpCOojWg+jUYvpdcJpQ8wNR1WVVBoIRCJ95j5Gb7RDSDajF8qMssFTxdBGVB1SklvFKhiuhW55zOZolMkk+zCH1E4VmmhQEQlI1CTvaJVBOjqrbSx0RfwS0gKW0o5Rq4g7pYh0kG7plZcyA36G6yhDH1SS9v4Gg06HUvp1OpNh6RL/G407Ej9pZ+qtrf9MxPwtT9oNY1i/ZL3Pgb2aGx28Vo9KevCwlbrUs4kie0IlJWVg+L656ZiaxbmuyUVFm8mXbyq5BD327zkNadUbHbqs1tQ9sDvgNRh2ul7jnpx5qeR88oc5XyI7f2Ym+nZe3m1oyVGG/PO09+GrbZw0SHJ/M/n+K7cgV2at6OmptGjRovV/Ibn4Z5x3thUSDuTsQhE07jCECb7Glo6qKpag9Gougyx9RCL0ABSsLfRrTOvMR5QXj2t6AQ6iCGy/kBxhxkguZgonMTO+FjAFfujRxKm2kqljWytQQAcC0VZsUiOhoJ/rSixmQiE0sJOg2qiUnt0BPHtDn89qoUIaDQY3Oos7gsEWD6Vgi2ac55UlhrxBCGKHjhExY0JmfGoqGsaqXmfmrLzYhCfM+yGxZTFjfiG1BeW2EKHw0ILGPBBBcoh/Bw8+IbhVWCPiTN6GsJpV4vGIB6D+fYyCGhMhOh1wVlbGFF7mOJcBAT9C6qR0PW9kYdDpjMBB+hbwxfMCO87d92F6Kogvk/ViqIwVk1G8agYmG6j78cKKdag7Gxnmyfd9IEk0DPj0iXhCiqWPUsEQYPtsHptq/cmrQYE5GJsqdkkK+1HezmasnW28KLEYOd0LC53L7+t/q3EHt3v17svX29uL2hvuXr5cXZ2/YTvNz2+qLk+ta29vv9jzJPfxmepE9ms2VX7TcqnhYs/Tp0/2pz4seC+BhxKqrGxpedL+tOcHzt39zx7u3Lvh6a5RVtLeM8dy/87hNDe3t6emVlZu9IDVSqp8lJoLyJ7DKUoteS/OW52m6pbci82ff/kb1u175xe+V3mZE9O4/73yyP4nN1++BTmPT56gbyclofa8Gu5Qmt4DDM/69l5n3cnk37ya+15qw0nWuzv+iE9NXdSOp4/Jn58WLVq0aP2apJQQHVf2vgd39h19sKWQ4VFMbHmw7yrMUl1s3DOYzig25RJpA91rrbiALVWYopHh0epUEuVa9kkIEVBmRzCKiYDKawfZs0KJesP++0AptHKjdsgERHBVq4gCJBcypfFRbTR+Uq2WSBAeJ+gsItp+vSrQIZxWOkrjMqAjAds2QPphh0ql12NQqAKH9l2RIWDaUIppAp4dD7jjAyL3SWyjozodKoQGs2q1c4DJeYDHA6No1JEagDT1eeWXhtTzOCgHsq0HKzpAcigDoS6AyPUwMMkLcHyaOSYtNlhWseOM0pBBygQjPU62h6Lgpce5thb/T4GFo+CF0c0gOI5aczTQlMk0qdFQU2cHsqQTwY9Ergw8RDuIf6WFjwnx1aIUeJ8Os1xXfhN/ChAsc8CfEXjd0PoEwvgydWjF5YKP3WDCLy/I1ke64FUGwZvuVwWFNrVjLYoOGabhvR2KavGFD54+2MGUrr3pyaoqxT91sJQAm2d5AbeUBEiXQtw5Wy8CZB6JjsJiUex7mYEiQzEPdwBRdzXJRCWg7ky9ngsbbdlsqZTsFsKhDLCtZrN5kN0hJRvJJJdK2Dz4+ZwuSOZ0h9sLpYrdNzXAsAdMpB8RI9Mb8RRyRVjH9MIK2SpVVQmFCsW+fQpsabrZf6txJ5Rf0Fr0Q/K7W7fGn5a+OIb1Rub9RAPExUktudu23k7+jHM+7Y2NDibTO3k/5Z7M+RDF1EC0+WYkLilBTvKUlM3E1CSltXC2sZJTOAvB63GpNfVG8gest7ZeXvh7U8nFmMY9F24rdoILH1RURPzgd/D1I9zS/zF8dRqG2L6W8xvWk7RDkCuzo+z95JWRkB9u/YLkiWnRokWL1r/ZO9fnpO48jI8w4QW5DYHcDQkQLuYyLHghpkFENBcMqy25KWiriNAmuEZZdEET40jaRI1KEsqCJNoLLSaNGqtpZCdttyarqXZ19lXe9UX/gH3B6539/s4BzeWcBDrb6s6cZ6aOFjj8uGTyPc/vOZ/nDROfiSAcKCqDcDCN69gwk6H21Dwgt8QH971MDjh6bI2L4OF8Nu8A2L0BEjwHEsoc494nTz7ANyeWa7dKgWuDpchRJaaXBMxBKrFYIOCCK4vscZTWngNHu3WV/QBiIW8b8uNxpAk6UJjr5btJnWMyVSOLnAtsROTNIqFsyxTY0NYEK0+hO1XQj6HN4x77HcCwy3GLfDUqD+K4IyA8PDCWJUfR7zFA1nvgDApSOctdbRSZx5kyJvkCDL1LiTLtvLGYla7g4v2qqwqFeJBe8WSO53ViwXmXwE2ywdAsvcsPcDlYRewB3jQKZxF/ZVrF/dCbiraGOuUWEo6RTCxhhmFr4TjbyScxpGWieSa6xEAIl2eQue4q2Ak4zjMJSCpXxTF6CzmkZpxrhx8qBSmiRsrtxYpOSXD6MpEOXugo20H6ngVgM6tdriP74RII8uAlgqmP//N/O7jv39VU+bDh8uzsqVN79vztb7sSyG/LUjedA554aSk473syHu6oWduqj6uo6Pz2H67kgG1+6dKegg3nNqUm+dN4NPX97VcKLoLrfvFUwZVj27clnXYv3rQpI+PUqZaWrKyCgmPnUpM6QNGR83/LOHVp5+6sSwVXdny01t1xNe24t+V7xtl9uwsqj6Bzo/cqexZN2pvQmQAM7ilFXW0/oYz79ev4h1D1xVuMazvQW7t732lG1c6TXxyC+b82o3L7EOPzD262nFw0uG/cV5to8p4SJUqUKL0uFVd7hDh78AA47GhwHxV2drTf8XFN0/V3QnAP2d4J1Qg07euZKuWSsQWFhFWqurpOtp/jHZ8g9BpRnSjwEnUhZKFC2hiAM+VqIlPwlYqrDeVmIKRww5AjB4M3PKf12iQT6sSc9tyy1vJygUClmptTKCBMDxZ5KGyBtLYEHG1ZQuY4qFq210qPdDtU85i3jRx/cI7n5tCBzJKJ8r2xrPbqgjw5Msm7+1GWHB0GmfVCIYczN8dkjo8LwGWHADqByRuXDPLoUnQArwbZ0CiKjoxy8Np7wSa3jI93dyOLfO/epYa0LDu4F1Lsku7xgMrCnEMsdwDxILPcBCY59LhCghxcbwifu9XqvdbyKLxYOgrMA+4FhCLzCLoet8nl2J8of480oot3Kc1DjJ5IQJt/FYoXxLLw81p0JhBCpr3cD/8hsHsvFunvF0iU6iWXGhSV7S1XAs9eBecp2Juv8OumurvLy5f77rLsqFLQDUWncLGBsM6jdUis2SsIMtlWulllUciNg3UKVYCuXJkjL65GaSq5cIEWInXdleNacN1pCs+4oIxgdM7OFgjC4enpujrvuJig+nd/dVRiCQunfXW6ceWKNYKqyyQ2jgKdpUgkREn34mpJ94CCzTOF+YTXBxeVKSHp7pseZHpXxvmR1Gomc7JjkDbvDaIX+L8d3HGJMjLS09PSsrJKSta6a1x/zPwJalj3pddCK2mS3ndTyY3SX9K+z3+Ws6EwQZd/qZ5mXszaDBb0OwWbUn8VZaawEMfU9OQ0JR2XLyo8B7P2W/n/TBxQgzjuDKhgLc1EofU/Zr6zCARzJOcf+OAO6iotZTDy8/EPoSV9I6MtE/101a4/y7hY8EEaCsdU5BwErszGtJaMpVjI68kk7ylRokSJ0uuQTCRcxNZGg3sjEMnv5HGlXho7Lwz3aKV7wbBs5FiWe3kIy4GMaCNNQJCJjkst0HKQR4y89ghJxeMSyUTd/BCnEVaFEDUqfvmqkJrlKpYq+XwOBzfI2WwFML+V0kSm7MXaLwpi6HAnQHRAeXnx2s7kfj1DnhxMco98AT8Min9zgFpOpydaEVsmpQtc0Ey6ECs8PZBXD0a5ThNYvTm1FUjuKkCwm2iTMU4QgtUjirsXHPbosg8Bgh7wYmNUmZffhHV2wNLQaGhYn9egYtV4/h4Z+KvLTb6jgi5HdWkswJiPo+rrId+h0whI4D7ZdDM3HMP9y/l84o0FmciMdfXC14VrJmlMPSwIoEs0eJPMeeLVyUQujY93ZxXXvRVz3RtpIbLmAKkUvX9GWoTk+xaUamErq4OmIlljNd0GX5Q8wqJTTG6BEX4q6pgkcX1IuqN9sZ/JmTwmuKrCzlair/FvMbgXHTzY0PDvf1+61NDw8OH5mkSoLWC7P77cl1Vb+uje47aDO7qSGN67mjLv75nt++rHi5+d+KFye02ShaZAZ9z0w+Oe2pa+Hy82XDl2sOaPCTv+cW3bdv/+7GxFRe2Pt+AATX9MZvov3lbzuKDvq5s3Z0+9e60moaw7GtzfPrT5k5Z3rlSe76qBwX3jodnYbWhwP3txD/b3oydOMBiHDu3ZswOm8B+H3mbcaENva8/H/2Fc+tdsy5en/8pIv/Sd7OK+M29/tWxwv3rjIenTU6JEiRKlN0JR98/Hlw7uefV564YvWPY6aJ0XPMVlSpsuDOlZv0uwGIddXByNIhC20SiXW7TlakIon0ytjNjmuX7nwpjeNBBwAFF71RG6udlggOhyIBySO30+pzwUnndJ3OLDiVARi5vLDNGIxNFvmQqFTCbUsun3T015oWVT/IqlsYaqy/ZGlQirHlC9LOvUm0zhsFYrEEilh1fQvokEaW2rAfLsgnHvjIWLccfRYWC/oXeK6YKeULWaiPkdV7WsDHz6uxGJuXtcZdFxQ37gssuFg0CvB9A5V6uBftcIHGKZ7dvcHAxG4WFmc/+4agasahN4204hPDNqKQW7HKjwDgFdGlUHRc2wQjW8UHgOBzBdEJ0djPiw06lQjI0hhxuF0gFLzw2FkLsORasqlUqrDeDWuWUkRnQn00gA3bPfBgx6VBxrMJSVyWT4O2eFSlZI+gtcAawcFgDusCNiQlT+gMMM1x4El8H0q9VRR//UiN8E5HZ5KBQIRCLWFWNzMcvg9k6FTIMQ//HM9EuiBKQglpSunTI5jcY6has/ql7JxC9i0SVazyB7bMEzE1ESbahkqyXagUFf54IloLQWEwxpiN4yONjJHrG4o0Rf2ea9Zi1nrJPNUZkNRKddxeoJbu/kpF7f319GeB5jlVpCo43GOpWklfDnSCzwCo3t0zqNkvDUgsUKaGljo/UWFVxf8lsM7phwG3r9+lsJU1uKUs9nPFq/NW1z1r0SVNmflN7f0FOxFWArpzJ+lVcsSr2WMQRW9JZfG5dPSYFthvWnGbuh1TXJwA4QeZpyngMGJkHXHQ3u+9ZvyfoAXm5DyXYY3KELNnYbGtzfrqjF/i7LzMTHcESW6cn6AwPY7vC/UWdqVs6xknSIymxNr0xpALDPzmWDe37FPdKnp0SJEiVKb4TiCfdXgztSB208RQKGq0VE5+rX3eEJl7l4uSIRTtLgcKSkfvZhsZcrhFh1I5ujkSTSSyqVajRCDLViZ+uYkaRy5CypUqOVCxFTG+XHkUGeeB1rXK10AWaQI9gKAq0ImRaBOVF7PK69QG2Z53JidJQ7PDutDh2GDNO9XIfFE3Qv4M1psSrW47xJqGJF3alkRismqRTF0k3yOPMGJckBnYlx3JdOgcUiMc6VkTtpnfj7BVb0KE2PdgM0GuSZo7shc7yfj/ItqIKV9pIzn6gO8HjIwscPSRzkD0ojwHKHdypG5x/gE39NckWt/IBcjo6KfHeCe4DQt60T1thBY5KAh6rF5RwEX+GB607y1eBjxb8mLp2EFGTlz8GXo56rIdtU4PNRWe3LJPkKKTVyuHhEriFuSoWiU0i6A/4F/whWSiYagJ/QaZqAZH3Z2O5YPTdAeCvIpRmGCzWgRvU3G9xxG7qv7969nx5nHnzRtbYNXSw7crDts56Wr8CqL3j32Ec1RUnskB15/8mtR33Pnl069a/715Kz7JGKZOcP3visr6Lv0vPPfnr3ux27kkVEwVWjBy9/trvix6x33nmS4DZDXLmy1A1ttf9Grvv9+2vzeNDg/v0ns48fVVxPz9rTUNCybHDfOIT/CzY+0BD+wQc7d1ZWXoLB/VIP2o248vw2Y+fFp00NtZsZn2/9oevGs/WMmw1fbT60aHA/9EttYhcgUaJEiRKl1yWmH09hADNv9AEEF+D3euODdZMKW4qADcmOfqbeODnItagXT6/V0Bjpqqtjs1Fj5F4CP3t/cSsEi70zIadwUC8PTbkkUaJax5eCJkul0mazWCBWDbWYJv/IlE1gIKiaXKni5lbDRMTs4Fum0IN9gwi2ghvkS5oiV1FRc6vV4I6YbeOvfHZAhIcHtHDtpjS6mj3+StllYsMEHKR7fF43F/IrgCA+9rMQ4twenVaDDkOMC4nrcJnaMKHEYulgl4dMdU6nXD8Iy+CEPVNar0ACdaLLTyBymw8jlz0CLjugzS1zXGTuO+WDgygUHgpPgcfeLbgrNcDVAUXNh8usUaUbeezwDLDC3nAvdJaaAL3vNEFnKXcA6DZgr1ssKtUMRphBvnooFEKtqXKUeIfC2piWUGNWyq/A7qXX6xUKpxMF5nW6mZl+h1mihOtgF++5NO81wOju0urCfqhhghh+yDPjNUcM4uUltqxsqKkK+P2DUAgbCjkcymhzzMJ/Jdnhuw5L2Dno8yl0XkLXHUpiXQGTk82uU/T3rzTukZSCkZCPbdSPQFUq0Re21d3P9bPZeugTDhJ+LdzugVDnpLzOYQ42E01wYsk8h3Zh0M+MRIlMe1azwyUU8ng6XTS68la0udCtNY3Z7QOuiTIiU79aTeeaeBf0HImbuGiXLvHLO9pVv+HgjisjYyj9S6C2fFeSaABFVFJZ2pJ2KL+q4MNEmpwWqyj1XEFL/udpX2f9qySh0Mly1ZQ0xOLyxwqTnPxxfVRSCgPyt+svZ9QkGZfPxVx3UE7OWjweNLgjjvuuEmSW70vfunxwT2/B/l5UUoL77Yh68wzWtTsLYXveLdiMdaeKsNbUyyVA5gGUfhYY+It1NZlWV0qUKFGi9PtLAbleXD7OKEaW6YAgLriWKY68dh4PaO72Ff6iCNoiMbedzIxmiSKx1DGNO55ANykLAWBQLD0vzwSh9GTgL5CB0DDlNHCOcYtcS4blIFeZNMJHVx6iMxiUIq8D2EpktQw5kdT0bo0Oqnpwm3yYvcDxaPrpE4n6V/Eq1pjLDlWsnDWrWIulE6hIVC6Ps9zreYMQSnfxJSvwOYiSPs6cA14QG1hB2GkauOGwE6BxYVQZBM+JoINxuYvR8CixHe9Ondck1p2KcXhAKDaPMWVwjA7O4+kmqTotkwo03FjVqUljExM+BbqmAqXI81atOg3BR0DuuhfjrjuPR2bcQ9Yd9qCO54VJIDXFIgOWJDeSFRHIREzuA9gycpBsGGWLVfADxpPPk1zvUY0XnTKZhLeCJJoxWB+T5GPYL1LKfeuGaSayb55BOsbT/+aD+8GDJxp+xNLu7yZoQxc1fXT/p9msit3vvHPl8cHtTUl0qlbLNh27Amn1Z1nPG648zPyoKRnLHmlbUyXE5Vsqnl26d+JJ5o6mpK91fa/ph8c/9rXs/vFUweNz27clY9sj13229vr1vr7Hj5HrTv5OxQf31KZrDZeu3/wFIdrjg/t7ty6+HNz3NzWhERw1Tf3yS1XVacbQbjSMn2v7lnEyfQdsMswegmhPw5XHFYwvPs76DKiWmE4fOgt/njz2qyJHlChRokTp91HQKmzHExB3jhtNAIE8njeMelOxwR2qVL/hTQoHHOZF6fZiq8HWXwezInLbicxoWbPS3e3SheQ+SJmHtQ73auD1YlZQ7KY7xrncujrkFIfDKJQuS8AqX+K0y+U0vdyEW+RqkksHl2t/cTOA0d2AN4ckORYkXxjUm/woRY757AlVIYFRDj42srFnwDYGtx4dRA42+ZTW1S1xq8WLrwtYLhak2Q0QSxfYoENV1wvoFhPY9OCyg10+ooWMC7jsK97gYiDNRKXuu2bBuMsCc7bfj4DnC5Bk93PmPFqtTXDXHVU3s3Lhg2gNosObYXUqyxSsT2EyKZy0BfDYIVWuZXI98zMzMwFvf/+4KxDQ6bhcnCeDHw76S0EWrVarCTgEAgHAdCCgjrQG3oclw+5lgMcIXC6tFh0Uhe0hy64Y4M4EbGa3MrgMvJK9VypxQGpGsaBfkHPmZrySu9YVwHMWy+3Wak2msTGTSTsjcR9e4bpDlsXdP9ULbQF+cN2VZStXmou77p2doZDZTJQkL2a5BVzT2LQw5JWICZ5gP6tV4JUPXmBzLRElkatdxLI5oOjUHrLQCZPurMMSSLobO/0uM8H6UNJdjU5i6+okEmLT3CDRye3AfRRECUd3VjAwMjZpH3N1NxN+UMG9Oi5QXn/jwR3pvcLPSr9PO5mUDb0r4wRwyM9mzW44ttZdl2tXyZWsj9Nur99dkDSgBtfBjNr0fYy/V+RsSLJUCdfR1A8LqvIPpbWUfpe0bQ88nvx83HVfe3BHOpJ5OR9lXOKD+7YNl18O7iA0iEO5akl+PmLIfJKOzoJqSj5lfJ6PyPGfQQXr22k9G1qAK5MFf+I6sx6dCXyRE69mpUSJEiVKb6AkfETsQEJ4bmT31rN1dA42uI8j65fnp6uXPELGVwH64gG5226VjnBQzWOnfH5N9DqElwUOjgkFrXk8Lpcs2UukZqlEo5MbMae9Q87RjCeaIY+LJZIKvBCwxiP+jTQT1wIR67V3B5aoHOLoA5yFGCGlA9DmWr5EutbLjikovot1uo7GNj1Qf+oU+NqrVbEi3o0A2JJ+DLUC4vEQy10AbvjyKdGKJch75b7Y6vJ4yMa3oH0ALEkOZf18L5Z0N8a+A3BtAN6eioEqk0TorColxOU9Maj+KJvDtRGW98NbIlBxFmBPYJim4BPHwIGYzuWivP1aVacdNO6yr25cxeIJFJhns8m+b61irZwHSXIHCc+IJbUBoqZd3kvmaivpnfCZkhedKjV++NrWkawPthbQ+mg0EcnOU1DaC7SgOvgZJVZQMwCHnyb7iZCJtL/L4L7rxYc3dg/tHHqn4d3Kkk1dokSG967KtnvPr9689PzEjadPjxxZK/a9WF01DxtKtwwN1d67cS1zU822pG3zHZUNp4au7m4pbWh7ev7ItmSeG0kkevjuxZb0r1tqr7SdO9+UmszDRZWVLS2ffnrpUmXlpiOi/cQf++LB/cWOn64jOOTup3jvbNe1BsbGr3fG74oG8dTUmprduzf/5TTj5HoUIHqv5mvGmc+/g4M33LzN2PiHfzdcf2vjH36szIq1p6Zt/vKttxjfXzpB+OSUKFGiROmNUL8Fldxgk6udzUaZhlHfSAQN7o4J3boDDy6YtOWvxtDisjJlRAd4PqNeq11pV+bmNpdFJ7pdobrOSbYxNGJzr5IOh1pL8IPNNssI2JNso1GhCATKV738Mv64ZoC2TLjNLi2XA1dwdo75nIoRrU1iXbOKFVcR63BQrC5XRswuiy6sEI6N2qGk3wS9rP2SCSJE90qxslsBy1I+cZfuUnkgzy7Usyc7jYM0xRzAUSRK66qheBaruVksjkbdbgSvGQCWy9gYPHxsECDiFi3fdre8VbZ8xMllZZe1woOAxGi2qSwhjgLA5Xb4xKAFSTEyMj7udpeXo9/2ubmy7FYxvjaHa97iGVDI9bA6eIeh6LR3YEoV0LhsZknEfRfg5jM63VwY2PJCdKhBoD/OgVC+3e2WlrcS0Mh/tQzlEokXaEELtDG2D85PLCqJW6puXQEZanXbtFznwmSnvk43454Qt+auWERZWSAgB0e7rq7fAXB/AjJ/Wfn4XB17bLAXik7FKw8AX2PDyAibPTmpUlmtBLdDZ+/4iHDSOGaxTQSJRvNqK33OPzr5szwSySY8ATGUc0yj7U6OOUo8ehtsU2PsRqeKJBMkk42MoI9EImmFnZOVKrMyTex2IQdqVAkPf9imGTPmTbvGieE0LBnEhH6HwR3Xk4yW9NtpQ0l0lBYXns/pgU7Vkzk5hYVr3XmpEKDmHoS/N2f1bDi41p2JtK3wp9L0tM/zwXZPts8V13cb+tLPgG1/I3lIDe66PyeFwi8e3HGOO1Sh5uPo9dTMAoDCV8XvigbxzEz436nPIePOYCDwO96deg02P3Ag/NsQrN/ImC15lJ8WD8ukvc3YmP/StqdEiRIlSm+eetk4VeQVT8bH0QoUMLgrIPI9zNYtCeKWxdz2OeIAOOJpO+GAjTy49m4N+Pp+kZU/I9fDEx5g+zTexMkt2WIJpKFRUhs8RXkYnPYEozFxWaXdGg/HiAHO83g0gIh3kzmfZFJCIH2A48PeOxRHDwO7ZYIEzr1CUinKkqPoN7Kf8Vi6Q6BcFaHTDCn8AHMuBoGJ8W74/Svj/DKRG0z8UGxtaP9EL+diZBl0WlMtUtNtGgsQb+JJ92EoX/Vjh1oFvv4/VTndwqXB6o7nLXDIWkCDEEbxwcucZLrIoOvdWF/valWnOvgCj3ICZM0BeJIcMdOJpySpwAn4F46G7IoJzNVeq+iUTXOTHB4vOmUzge9CLD4fhfklJMgmlmge7QnIx0XEL58llcBXpZ2sKhb0uw3umZV7TlXcfFZ7K+Pc+zW7jpK4yYtV/KIm40ZLy8cVjx61tZ0/n0gNa1zFoprKn071Xa2oLT3x09OSIy+Stc27Xmy4cWro+sd9PQVt185vSt62P3/w8qnrV3fu3nPj2tNNCb3cl8Jd99lLDyt3bCKqYl06uO/a/hmyyddvKfjhfE3RLjS4f/5L/K5nzuCDu0h0q+FLuFvl+11wwKEzbzGeNBWlVBZcZby18cznZ/5wmvGs8tEv3zP+Cl47g/EW/Pv050PJv2hKlChRovT7qIilGEUD3PEHB9bxwG8/3n58HQ1i6XXr2JyF6cZ17Z1TsvjgkJtdFpXowvYLbJ/WW7Yyel0dtEYkWp3QyJ50KrTj5YTQC0yY1z5hdui4cr3dbhwMzdkI08bLHyYrQ0a5xDEz4HcOstngtHNGVOC0JxhMAZtcbACf2+GaGvArwPmd7BwUKlAra2TRpsIqYrHK0ArAywbKOxf57J2TY0a9s3dONS5xWwkwJssebLVGo9A/5LJYBgb0+kmwwX2DJgV3zjUecRusKwfM6uwy2BswRCeghQlQNQMh4QI8pnOQ5qyb06F+0vLYCQe2MuzFSczIxMf2AOywF0EDTsvIfMBhgygNYsqY+1UWbjgEQXc2OhAcac4zYsEOZUjkwoL/gazl/QFuSG/sZAvrLC7IzRO8b61u88iAsXPaGNJJJNB6tWKGYckiEo6CbV9wBmxRwtG9rNwbko/6nDqJmxj/Ul6uUHR0mEyRSCthda3aPQcNwooBV7SV1NX2XRhTkZxzsmTeER98BF4wzYlm72xrN0fY6OPMG4j2BEASydhYe7vKZSXs6C2S9Y/oO9g/T9GJqxGqrXeFwgc8nUVNdk76uw3uSC8KT5RuhY7SRxnnE06QiDbcz8qCjs+KjKRD10cLr5X2gWX/Sc6VX8dI2bQhB+Dw+RU9G95f665EelF4K+skQGpOJfFyY8rIWJ9/Bmg8OwpXBouWDu5HC6FmCbYWtjAOVfQUboLBHQLq8bumwxWnaHBH+jPc8O367YWylFOwF1CQmZqyKRMelP/t+n1wy9elpaVfY157XCd/3V4FJUqUKFH67WWQIo4HSh3j/mwnuHh1EHFG/Zl3wJNtpEEYNqZsOh9yvXdodcQeY1A8hSWPf5Z7BavHTYoxr90HT9EuV/AdidJbEKhGx6EBFh5lycOa7kST5HGVQ5loXYxGPo2Z5FISu5JEUikfGl1xTjqipM+BUR5NsNUV9bl6ueF4mpzNRsF0AKyvis/Zi4FqTDEg/DDbxwkzVUSgGrQyJlNIa4+Z+EZYm5fvfll1auarYrR0ZNdfgDj/SDLEm99AreJ+jRA2PerZHj5xPqpafJerAM8bQddJ1mnjd8IdQqRJcoOGA7fTSJjpICYTXSNgI6n9xV3tDpqX3NWGCw3ymMBWJJYEWx+fZFuhWCTh+IAuoyN7eVIpDzYVZvhk3zAB/Jw2spkk0KZckRpW94DjIbz1dx7cu1603fj30NDQo4Ynlds37UoI+iI6WNnQUFWVlbVnz8GDNTVEFjSZRC8O3rjcsvPjip49bQ+Ts+xxHTmYca/v6tCznhP3f51t39bw7y0fV5XuuQ+Nrom93JgqK7Na0qv6Wn5oK1nhui8d3EUvbsGU/c+Gnk+vDv3Y1taG/Pclg/vf/ob//duzbzE2b814t2Zbz9AhxuW/bUsp3LGTkfZ51bNPz55m/LPvecPNJYP71g+vLXlaSpQoUaL0xohunsRmQrsRH9zHFBfWKeaZHt+6O8OTws519cJ57H6QKze4VSPGMbZxjhm3eV+JlW01CBx+hR0M6IERs5s0M4J57cqY184edI5oYXZdk5IOVrk1CgCZGZ3fJITiSSNkyedt9NWT5HHl5oqaxdZYHD3s1HeiUDyNg5vkL7cTVlF1dXNz3CrX6RQKGmTLO8eEzvBcAIxyMfnGAii3mlXWCh2lE3Sog9V5OH4hbXQUBdNDIRRMnygnmtlwnz064aZ3q6YGegEI70NvLE0eGtBqxm3lallsjFhs4ut0AwNCuFYAN/HR2hzdEnoUO4wDsvyeOb/Qx+6E4PeC0w9xfpcN7Pr4gV6DmsskNo+CxvaBqc5XErnuEEQPwLnIpI/DjUSaCWffiCQk7Jw0cQQTZYS2s9VmEQ52LAwEyFzt8fGxsQsXtCoDoWmPXG3hJHtMJzGQuNpKjqJxmjNnMBAfXikBZHvjiEtJuBmzX6bU9o52/syhT7AIPwir1WTiDXt0E2ri0Z0+Hpq0T/fylYSry5VZYXWjQj/J6n7XwR1XJVBbvkj7OGtDYcJZjNTUggIU/C4tJbKgV9e2DVcqqsCO7kusl3S5UguP5SDb/mbO/V9j28tSrxVsyf8yLb20LfGXi+tp5s70jQBfzwSTfLGWDu7gzsOUnQX8+3fT1zP+As77ssEd9aYibYFe17OQZ2/YsKf0NnSnossGYCuDcaKwATz3tPxHJbNLBve/ZDUseVpKlChRovTGyMPBc+0/QxwXSci1r+MKmPJpzGcMQETYhd2vWhwBixz1pxK67Uq6X34cQN0eppIkcYyrWBTlWzBYd7s8xDcnaviW0zVcIUZGqWcrmOOros1XSCaSCHQxnEkjTy9naugkDiixisVqxJhH+HAkI7DIvfzVA+mvJBOX8wPcXtipQDoAfVYhVCO6+oPU9H7I4C/EgPAdGO3GTLC9gJv4L1fGZis4M5pXJj4Cw6PDxHk3dXiYnyzy/Vqkpo+Ap53H45C47vuBmT4HSXK2gMQ0x6Hro8BMJ3O1zfB9W9XVZsNXg7zoVCpApj2X1NUWAxT+ONBlSB5vlSpgMytEgoRHewL+dcfZCrLLNEQiE/QImzhkX1h1QquTE67uNQzuB588aqn6duePPzz96EWXKKGzxqNHMzKqqjZvvnix8mnTi+SqkFOPtdXu/tPmln/cetzU1NW1P8nB/+h7TwueV33y9y33bn33/q7UZNDsSLKjxzL+XXVy8/XZK99t2nZ0xfXmq2jH9kstX/xl57MfvmvatnjVRIP7syLRR8dabn75p68+Xjy437z5anCv+OU043b+998//+lR7W1G3z00uNcCSaZh060tW99Ku91TMnt649k/nMbZMoCF3L2H+ESUEiVKlCi9XuXmhk34dGh0osH9wAE0uIdcHv0FaE51yLzrRkMwuOeyREF3t3ChvcPnV64YsFisYFDQ7Xfy2ifZFtVEkGRwzy1mNZftikpmdHJfez2PHfLYJLI1pl8gpADoPBiUdE+F9J28b+p5PueAyqZMKCKTm4voLahYtN+FIir17fX1nT5/aN7lNiRyFWludbVIBM8udkdcrnBYrx8erq/v6KhTjFgcNqlhtaXnwouViZrLgKLulsxYwr163/BwY2PHqLPOM+JyKQlPfqqrZbLm5tbWoDjSPc8M+xeM9m/q63kdPkXIAkF+Q/xFw7FZ2c3NKG1vFsDBYWXt8NI6OpxOrsfrktDFrWVwGLFYEjvMhW8a4WY4jGfGZVZaX6PLvlJW5UzIWH9hWjEjKcsuJmCmy6wqZn3H6JjLUVZGNEywZDaVr36UrTGrCfMs+2X0kPCbUWEoGiQ4PMhgcDrb8zhcNeHhU1KiEo+d1x4yE3vuubK9nnA7T68g89yDBq7wm+OcGWUz8fmS1TXQ+M2kUDJBvDqZjKtofyA0qZuJD2+VzE3X5/WS7Ahgqxuu1+sJV/caBnckRG35JW1r+qmMJHp+MjOzsr5Pu5p+IyOpyR1UVPh+wZ78P6XdLv0sWUANrqYN/6r4O9j2l35d8Pv9DY+g5PSDrIJMnOuSsJDrfoaxZYnrTjS4V5TUwN92ZdxLQ/CYl4N7aemrwb224m1GaU5t1j6guG/EulNTUhoAWH9xw47UBiDKzJbsAYI7TnHHVfXrOPiUKFGiROm3VVCMqkKR8Ix7O68OBvd2LEWOahvHMehFsciNNUV2EnO1+XwUxLWzVaRRXKRqkTLmtfPkA4l67SgHzZHzILfdzhNyVAJ1MqaXWMznczhobZAEYiObvHzV3YDlAsg5c0TuBIgO5mZzOBqNVLrWg3BliycELmY4Rm45DtH0AU1grT5XZJAjUA0yyHFQjVegJADVsKR3wcSPh+Xv0GhcLp//amVKekATZ8rEeTfxrPubqcNiPocNOwJaEt8YQdf1a7vadUwylGhQADW/eTRy+JAFik71civJ5QbZYi1sftTxSXpSoddgBvZS2GRYJESX4cFWFtnH30oPrL46D+cBeO7EfbOocZYLD1eQrk4EOxbw9SV4717T4N713v09QyerhkpvHWsC2z0x6Mr27T09n568PtRw66MkrfPq985n3Kq6uvnvF+99992LJC17pBfHPqwd+tPmr/7x4btNu1JlyVrR5481tFz9U3rW5baniW4y4EKu+9a/3Iy57vizEg3uQ++jwb3rya2Tf0GD+65d+Lvz/DmDce8efreLX73NuHjvnZ6TXx66vZHxyRY0uJ+4fpsx2/b+0YJvv0RcmU++YBzCilhxffKia/l6KFGiRInS65dBGh/c6+1o0GucNoWn17XXDx848HJwt7FaDWYuJ69+UmiLLH04pMdFweDMzPR0faPe6bKRDe7FLFGZOCqIee3G0NTaXjtulk+4A1MceWfHhXqYfT390GOZwG/suNPuds/MKBR2e/03PJ7eiWzyKNluwJJHg1mOvHKxoXvcMyB32u2NjTye0+nxuFyGNRqeINGO+exRYMzP6wCc0sFrrO+wYz67Y+VeBVIx+OfIZ48b5EIwyOvrp9lCxZTKAUVO8fcJX9dh2AAwmG0zWjDxBzGffVqhsFhsNqk0fhhBt4XZGzuMHTuMTTKR0BbD61Jz0ObRN9oHR8wGQtO8OBgN+b/pEPqjUeIi0aBhzlk/XMeNlBEyz1NaJVowzcfMxFFwUMByoX1Q6DaQuN7BgND+wDkjIDHNZTZvfcfkpNtNvDqWTBNiP9D3SkgefljpmK4fHpNMkK1O6+ENC01kqztsYE52tMtnzCQPF6mY7e12O4Hn/poGd1w7MmbXf4HFvxNmpR9NfZKRvh7vJU3ovH+RZJnXsnYzGOnpyQNqkI4Wbs+pTTsEkJoPU4+udeeVSi3MyPqAsW99X0aSpn1JZlbMdcfPN4gGd5ziDj8mqdfgX29X/KMQdS2l5OQgHg9+t4KcM4x/lHbBJQZb4S54dyo61M3SypRKIMpsTPs6q4qxD+j3cX2bUbl0JZQoUaJE6U0Q8vIWy8dxAsv9eF4jeO7xwT0gGOG1r6vnalaa5CIRk5kH7jyHYybBcuBSY6F53GuPJBaxRrF0O1Yn+jOE0icSJLcgQSSd70VOO26Uc7ndgtZVyS1LJRMbBONcDhu1Uh3Ia5SbmFoAnCdo0+2ljzPDciO2Y3GcZ+R4gNyyRqOUQerACkVxgxyBahAQfuXLlYGJ730Zlh+m6bkefv+rYkxEleHGgvwP8nwx3s3a5ylvihB0vRG6A8ig5iyBC3zlPPItDz6TDUgkM8mWjExshk90mqyKFeFpLuRNssku0KgWdcOegJ3rILwVXWwgWX11Ls4o/HCRmeIsqYNXn2cUkN2e4tIMw6YRneRrXC3SwHs3uMqOAADhCTz31zq4f/Tk3tDVrUMXf3q6A4zohDbSREevPWkZOrn1q4tPntaAdZ6bhPkt236s51J+/pYtt26htHuykBjRe+cL7p389oOqRw3nz2/btpbtsFxH33vSsyX/5NWWW0ma9pu2vxNz3Wu64PWuPrgfxQb3631Pt6fCtbCXL4MZP4Tf7cblM4y+2S64xODj7xmMQ7fPFe1PedjwKePj2Wspx96pYpw++/fdnzC+rPr2Zcr9ixsPidZDiRIlSpRep1DCHWvzQdMePriDU/vNgXr76IX24xbwj13r7B6my3NhtL7T4lr62wo6UpujUY+nHuTxRJTEE09usay5NRhxeZzsmNfuXj1ijexylGp3QCy9036hETjbEEqXBtce3HPB7kZOO0TSZyx+PzLKUezbYjFLymRr/6aMG+1qt8SlCnOMne2QqGePhQZUXrgQddVf1HjoHJn07u55T698ENZdz7P76jwWl01JaNKjl4kF6IMRaC+dg9wLD+xzO9upYGJx9lcvN27iG1BRLArLw7rA34XmUa3NDOj32GHM5pmZcHjBWA+3TrJN2GHUCWwwvCkKKmeck8M0rovks2JJHJOT7e1mM4vkmyBQ6b8xCvsNzcQPD951jj0YnXGQnYJJbL7p6UmBm5gyVCwzexby7L0BEtO82BCZnm5vl0iIPfeUFIfH2E4zmZuJdwSqDWajvZ3tIn1xNtd0+6i9m8RzL5a5hNMHxkg9d5nNhnvuy1b3Wgd3pF0lV7K+TvsifTYZVvpHJfeyNgMQ/nIG8CHXuvMS5SJAzfr1CFBTUpLcQ3HtymgAesvZrIuZyLJOUkWplTFEzZPk8uO4636z9By83NUG95SUc/CvvwI85k85BQgHjzYY8BueZBxifJL+Av5WU/Ip3OnDki6M5L4VDrVpQ0tsWD+bv/llyh32QlYshBIlSpQovWbFE+6NmLONhLpT23leyPQaaePIBQXTGbHcp1b0sheLo1yUrc3jcFarPA1KZzhGgIc3skN8ZSJeOwqm++WNkGpHsXQbPfGIRzXwW7wcBRZJh+A3k7kWu2WpmqUSjU4+CJsLKJRO447wBYny5REl3RKj3tzJY8vDwL2Jrv5iRSK8OxXHriNQTQCg60SnB8jEH5AbsbA84rjP8W0v09C5olaBDa9gRZ8eDQpYbQKo+Cc4zP+D6IhKTrOQvHNAJUf4HD509RMLFZ2OsrtJ3Vs1R7iugxy5/l/2zvWtyTKO49e2i70Yg13smWycNsbYAYFrPRMckkhrCmNCWCAjDpasyXJQTogKMoIAT4k5kZA1Dh1mJJGCh4giTSUlO3jVi3jni/6AXvC2rn73MwYDd+/QUev5vAn2HLifMfJ7f+/f/f1Vq6epyHXcHE0lLlvOWLoXCQqnCeS5n08ZAM9dhQmEr1KwqBUBbJvTxhQb7EMJ5LkbAnjuVBNWqXTN6GjhHia0cKehoaGh+TehhbsPtHD/16GF+/9MuCOSIjujXww3K10ReSK6L/F9CIS/CBI0TJKT+Xwutynxw+g7keH/qSQlPJr6NfeVuKb4g6ggJVw2R19PzOY28UtDf1hEMu97yL//KPZ66k8BhPujUe+wn+RlxpdydycmxkMf1bg4z4HbvCchDpIqfad6px7g3ojeTCW5l8IrRdwNkOW+G76Lg/gcL3uXb0tDQ0NDc5+Qz6H0HlKqlH70gOIvOJDxMQ5CqhCEe9k9ckCiTId06FqRiMPBF3/XKY9wyqAxpk2q1av8ZKOsBZQPh0NQFdxlGqMeGuYEu2IJ1IY1X1Ao/YQS7HIoSQ+S3rIaJIwFzAa4GDUU1XL6gxWlr7C6EatA7D8ExhcIXtfPeuvvpVIBFbvuT8rVKVXQJFZOJbmLpHbNGBTLr3S9Qrky/YJBaIuJouEh78Y3VeZBZgfrsshAlOAnPQJBIOnuUmtFBqkeE04D6TNic4BGojCRLSOKA0h3a4o7gHSHyVhw6W4g+jFHPdLdFki6NweU7u2Bpbta7anC95nW0MKdFu60cKehoaF5gKCFO0AL9/sIWrj/74S7h8d430Ksycv8J8JRi5uT9/ObuNmJ16M7wyyagXasnoCaj/hXksOqW1lCEf1h4k9cLp+fnBzs1Ht5jDcC/VzDfFgUCP9RHJXUHlC474YmscLIzRkZHvntPfEF+NqTIz8CvVMPcF+C2putkOTOh3T5yoxN7AupfdA5NZv/1nL/VLpYhoaGhuY+g1RM+sh1D6hURquvBuEukhKUmkU57r5AQQoS7dJJzjxetKtStFQ4Tau4MYQA8RhZu9iNKlyQkpXhYkXuIVehg5gVM8gVVNtSxskPXXHDz1TkyYxQ3eIRxkzUUtRPZ1K/uJQrMTCeRqwyFk4peqhS7JAd4ZRQweu1IpunjMf/u4fmAj2a6aW5gFasXzUXMLEseo6GKUI/2jNH6Q4tD//BYafa+Geke51yjiAIPaYgBULPIXJdhC+XIRWCv0K644p1kHQnBLhPOJLu0EQBL91VAaW7ZEm6Y4NzPNK9e2VGTAt3WrjTwp2GhobmgYEW7rRwv/+ghfv/UrgjkiKz4jugaCYnvjL0rHQykhd9OPFjyCE/nhxW8QniUHIqtGP17HMNoUHEGpJQzc0fjYZPSniNvxHEcQXo7DC4yc+G0PWNsa8tfX8RdPZq4c5FG1MRaWlIfvN4nu+auKfZJ6g5Cspyz8kojc5hPw7y/XW41aPRW6Gz6w/JpeyXuO+mjnprZdhvegLhaWhoaGjuD9B2t9XYNSX6s4wSllJRQunZQiiV8RXuuUoW7O+rlRJ4bVGtNoqR7LyrmZcFE8JIz7YJzCBDa4mz4qHQiz3Wq9uXqltOEXKxUcYKXb2alDMyjphJ7SM1EFqxMYUVQhkPhVqt12s0K41Yx4PmpO9Uz6QYl4p49hF2gds3eN0XUqGCUbUyUeVSsfQk/BpWzwVMrHZow4qS8M9JJzUC/Ti+y+aDj0e6X8af4JHuOGVfpxTApBMv3VEj0QDimFTIRdNYcQwfcP0g/E2MY44uSXdVAOkOf1IBpLuOaBZN+/+QIDzSfQJz1CPdA4TVI+k+SVR7H44W7rRwp4U7DQ0NzQMDLdxp4X4/Qgv3/6lwh35Ke/aUP3qzqGJj07sdpYdQI/+gCIVJii1PP5K5nz+66c2NU7cOBbvAl6SkLVsOdd78sC+qqamg49nyMItm0OWdnUVFe/c2NR2LzyoPS/tLJFvudJ64/s2Z7Jy+WyF3KU2b+o594PnsL37O6aAe9cSb2T7CvbNvdEW4KxRIfL/8cmlp+R5hxNY3N7Bvfoo28mY98iX7anal4nblKAj37LevRSjudLAPXD2adGL0u9Mfj/60LNxf/v4YZhg0NDQ0NP8CrVSXTQbjbJl3i6rWWF9vB+E+ZG5mdJXNV+epHMvCPdd13jFo6GqWz/a7XP76EZGkpVErlxqam8Ucy3nlegWugTtQRSob+92FUqmty87kGM93m0w7d+J616yw08Vq5LhbiWFD12TZoGO2ZVFnWr+TjIkJ3onQ5LI0DjnkA8OGYpu9RjBm7J9ZVMLF68jcIBfn5rHyjVotQUDbo4aFBYcjpUWnROMlYySYS1150CvJXQjj/MQ2XGZ2cPobF6tNpro6klz9kNA3qdFYXyjvkto8o5pVnbe6qGfKRbd25TXmO7QDDdBVaXJgsHc25fyEy7V+/drb/LcQSpSWyzZmPa5LaURdndnc1TVT7f89EAqrLW7bwhxWvSqsZrmNqMZMfYRCteUs9ErCzYwkpMp88lRNI2YTqFCYlycSMRd0mJZf0MlJfPJSaz5m/7Swqpo1OT3NrMZIdwnZMttVa3b4n+NCT7Tq/maDjanCzIElkrY2Q+2CfGl095lw97Al7XhGFPcq/2hyGBq83BMIn3gjOqyqccSepYCaPj4vIUzhjkDR8HFxXO73sZ0JYQl3QBLZGVsAATXfhe66oxx3LqxKxMXxqUfNjNrkK9wzfIR7RIRHfqemPgPhORVRG9jfpm2BV1GS+/txT0GO+3YQ7qhgPinyCbDxb0TwIFPmSbjhsnDnd/gdBA0NDQ3Nv8IA5R0zwBz3Ou9afT30jS9hzYGbPa0ZV+ggx31ZuFNu+zkpE2dWkor2lAGYCxRLHfqJIFY0CoKZ1QxQRvSAvj/UvHQUtSLWEBALj8rSOSkzoQTDe0CF6W4BQQXWDxMoAEYXWpv1iFyWCsrTqaR0UGRQnu4/BsaXHax2iIT3RK8XMws587g1AeVSuTz6RaBROVPSV71zK4k3+6Q1gpIU1T1x+v9JkOduFzvxJwgEgVxtl1osqsG62vAxgk0aBryrbVUzRXYmfr/EecFAIFdbqVzlat8DCqtncnAtBiCsnvLcsatPyHOXC3DZMchz72IQMmy2jEz2CSwXLY3uvhTu4BRve2ZX5tGvNzVtrAjViq5K2rPlmc4TH96Ieqepr/RieRgRkR7L/krm9/wvv3i7Yv+tMKtDqFWC8oMHv/po08eHCzJvh7z2hxAKI7d0PvthLDj2OfE394RQH4SE+/M58eW3OvrOfJdz47kfVgn3Z6Zu+Ar3d95Bsv3HH5uaLj5X8M1D7OvH0MNVJUWxTz/87R6SfDTzLfbDG1IPbROO/PTB6e2HXrt2A75/eFm4P3z13T1/YC5DQ0NDQ/N3kJ5noHT7vkvNdrTXkai5xHCoHHIDwzZsO1fLODk0I1QuCfcqUp3vaG4uPivO9++2u1z59TWTn9hatW0t1a46Em+BV5G6Rqe7Fbz2aY17NgUZ0SQZ3DDPUznrzQPN4GDfhfZG/ZYJl6luJ4lzvH0god37kKNsoMtgs50s6wW7PI9y2vF2uYcq0qWSgdNe2NAAbrd9cJDDsVhcLpNJocjF6nbrikHeQGgEnPmWGSV1ydo1AZersdHhGBgwUKPqGXP2T6zy/615R/J7tXa4UXNN4dgQOO1q6oGDrQ78RxBKJjjaS8y8lfzLNSiVk5MLCybMUaGke7710mAjVprXLTZP2wv9fZARQomqbfpcbz7up8fUNdZMdhVWY2abQqHF0lA72IObYuUqjpjtp9wqTNcyYe7MEZFtYQE3OgnpFEsvmesX/R5Fnnt7c9ewGTe6mJj+WUNtq5ka3f0p3AFPVvruxKjQrWhUIv9I9I3EM1Cl/W0CcpbDYjPVjvW7qCmIN/8DpKUdznicPZrxKS8s4Q5IIu9Efxj3PGp2GkosvLdz6muxG7nvx32Udmy1cI990Ve4R0Wx2bGxcXGvcA+m3eA/xE6NTaBefx1E+Qjk8JQno+iZG7A34Hjik+yM5CtpR5dFOyXcuU2hbzagoaGhofl7yWOhymsG4xJU9FLCHQqskdeOwmCQokemIOqcioS7RNHNcUMgxSSutlepvCxGceZmgSVIq1OJYjGlXmOHH2DTuFMsoRand0MEzEkIhUd1+JC0gg3qvgeFIgWc9mlqcaGGOceRsUxYL9SXVUEw0mmBQK8PXoOvWzbIz4mm10SvrwK1h/WmuaOuqe2y1aPSsfo5KJcHDHtCA3X4KmWd/xv9V0GV5HZ8ShCqJCcInHCHWSlUkhem4E1zEzEprcGHInXLJhkCDv5yFdMuYuK3GajVBmhFgP+IygQEQyvDzQskapXIRhD40aVwGqheC/6RQDTNdKDRoa0tNcz7W7hDTc+rr5Yf+rCob7SpCWq0Q3LBPdZ5cua3X2/9Iqfi+q1Hgl3gC7LsN3feGjkc9XNTQelr5WHqVVgl2Hb7ytTRn7PfzBm5hWrKQ0YoVCjKs+KPvf16KI/qFe5kZHnnxY6K7PfBIH+3qHLpKBLuj390w3syEu7x8YcOdRRkf/D+1dPsioIs6vWvfnqcPbVrCzz0Ez99wN696frtmx057MSpi4roAxt8lfvp3Qdv+RsFDQ0NDc0/j2MQFXIg4X6utpZhMzBbbQzneofdxiDkl/tbGYMq65JwN+b3Tg4bBhzzizp/akKl0moNhuFmt6N7cX1dLlWb7Q8Jqaa89mKv145qtYM5yOtdjW1zbqLBYJusMbvzWya8bnngyyKEJKlS1dfL5WDtLzntqDC9TkHmBnPalarGeof8JKq/rzk56J51nu92ue4tT18hhlTDesAYZZAv1d6fX/QpVF9B4tI1HnH0epz2sjKHo2WpXB458ujU6ry2fDd1o+FJ89h8v2XRGlId/n8OCdlYQ9h7cYeFwpmZhtr5Nty0T0K2ldm7ZklcMY0kT3bKMDeHORohiXGKG07V5+GSTHfqWgxdCyWYo6A6+2el+zj5OOkdUzfbPD1c78JMxuDZ82tre3r8H0WWfYl5+tJc4w6/R4VCcmZWZLOPkZgyMpKcv2w4N+aAh7t/hTuFInok6k0uNzU1wWMUh8S25IuQRX4mqiB6V7BT16JYCqjpSz2REIL5vZanE95Lvcp9Pi72D0TUhPyoXuGOFhgyYz+iQtf3xnpTbSjhnlHgPdkj3CMjS1MPQHL7afZ2vke4FyQeYF/nPQZfvQdO+wbuG7zo2NfZX6RepEJqfHkl/ua9Y6ChoaGh+Tdwa7zCHZnRKI8chLuiBOJW7BAIo2UIWDuWhDuHY6bc9jb/9rhMxmRCQovUwXEF9LJzFXlLXrtU0xuq125SHtELqBp8FAFzJEhe+grgYslkYrGnEWsNsySEwnQPEgiHHxcLoFDYGwTTEqwCn6Qi4c2UQe6pvccF1UiUOmh4qvU47Z4099Wj8rRiRTeySQuhDl+NzUb5z6Ni1ki1+MPI1b6sx3+G2mErBAf77kmU3aJigQBzFECudgn20yZRzEiHCTfmKIBcbTEHXx7cT0hFJdhVlFxWO4Oh0WCOAkbBMMOdgvPUY9TjIpvUjP8Da9OfgrWx+1+4J20rT34kOrqgYHR0aurKlWCne0hSPJ31SGZl0RN9W/t+Gam8E0a1O9j82zqfvTUyVZBxYXvqSGaYRTMkuXnzrl37Yw/3bdwYO/LonXCqw6lHHRnp67twoajozh287l8R7kLJqwmP3HrifS7749GjS4+JhPuG0cPekysq2OxjxySSzZuPx+/9+GF21Nuempr3tn/ALriJRPy3/L0g3M/s3d7xJvtq1LGI5/q+XCXcH8/Z6m8UNDQ0NDT/NOnpk6CGbZ/UMmrBb2cwygYJqeETuWB6X3HXfLUFHHevcBc1NDQ0t4pVrB2mqjW6HNWPa7WTk0xmff1M3o4dVdh/b6yq/qHBu/Zpu2awZN5yvlpp2rn2ZmuZ6G5z9miZNXZCrhGX9LewJnTW9euCG8+S9Amnvkdw9y4al0BQX2+xTKTv2LEuSOajhHR1W5z1Pea79kk7Uy4Yq8+3qCbUOoitycU77d3jTnGP/C4xeZZp7uktcbao8tLBQ1+35hKJyaqC9BitucY+PS2Xj43l57NY6T6j2mGFdJkhbetZ4mxNoXaMulG1dX0dGexd+u+yQzV7zq7CFYTAZ89tvkvgsltQHk+vSF5/HnNUmOsSjxUXp2OrYUw7CruYcgvmqLDK1e/YZ8dvUDWZBuVEA8uKa+eps/SIzg7idt9K1ll7e222RmxkpW7C3WW391v9f6aFpNU5d66rF9tlyuUalA8Xw+Dvc+GOoLLSudyMjLS0YKeukBTZGX09MZu7KXV/QtjZ7lm8Y5CVfibqxfADahC3qIiaitQrYUfUkDwessj5/IQA8TQrwh2xJ+F43G72K4nfLD0mJdyjKrwno5T52Fj01W3ez3EPs9+J8rR5LeI/yT4cj0J7LqZeAOG+AfqmXoDbvBexC9rX+vJwXM7qn09DQ0ND8+/AoircDUu5MgyGGcLXDdJm8NsNhCxCpZcvC3fEsMDpx78DV1uvR+4xkymTBY53SU8p0aAUcuS1hxgFo5KViJshBGafiKmZhbCVkC4CclkW8Rg0oAQIQiyWyRQh1bSvbsPKFP8aPByeVLCoSHhUeY/WA+ZTfJuc+gLdZlPywWlHN0cNT8FpX31CtbofFhaksPhRLC0UGOFGoT7ufxZS2R4ouyUioh52VSxif7e5Ck7AZBlSf5nBWPtr8KWHGJZilXPEOlY+owGf5g6VaIJLDAu2Aes6ZQlkzeOj6km9nsHQ67GHYWXMIDJimxKj0Z1iYiuBPKM78kAI9yqFIisrM7O0dHS0ouLmU3dC+mMWSvZsy3o2c6SooOLCxqn4K53BLvBlT+TmrNdOHJ/6JaqvYio6806YRTPbwLS/NpJaMHqBP/VUcjibZCWRkcnJBw/y+RcuTBVdSfb/2Vkt3CVk2jvZ7Mfff+FCX9E1+P/V08eLfIX7E0+w2R1UomNkZOW1q2wIrRzZDO/gtWNn2KNHb8Prr0VnsK/+HLXxy48PsF868Mud2wcL2J8nNmV/vCTcT284kxzWu0dDQ0ND8/fQ24sKZYYnvcLdbRyurT13qvgcg9mbF2GpXwDhXm06IqhhXOrStKh069dYv0KT0jkvlxNEYWFLS3p6HXbvpLJ73DjWWjN9V+MucVJeexAXGRWnG4fMrcTkANM8WJ+v6l6sdpmgyjvQRUCSdSLFOdfLvEsQy077hNVaV4dfB0BISGt3o3Oop3DZaXeC075o3VG3DjfOGBKtBoxRTvsAUysoqR+3nIf1ADTK1U57rkmnajFe1haC005QTruTdT69esVpN5lYKr3R3HrWTsDCwtxQWwsrr1oXyuP+55HkTsjLAonPRfWkaL4NZ2sKq2aG5MUcE07b5rrUBGE2Y44CMy3yc2Mp2B2k6/LM8gaNFbs/Vj1h/8SsxeXaSHJZRvk+eQpu4pDrcg0MDA9bMdUwVVV5FrOIqcVNayTr1L1mkT0Fm4Sv0w10QQ39AyDcKTxZ6XFxpfHlkEgeKo/xKqE36e6MN9LCrnYnI1+Lr4AfmBF7MfyAmoiIZN518LS/zBih6sjDwtOMdTv/BCaeZrVw9+S4v8R9CCLXj0UqIrZF7/cV7rGxKA7S8/Wh5KsgxLenPgr190/FZ7Nz+OhdeTatAm63FQpmENsTnoVcmSejchKzlz33J3lI4NPQ0NDQ/MtoqAr35qUWTAxGr34YWc1g+RZCmoYMoqYFrHRlPjTrPEXM+SnGlSgXxT1Q+S4SCJSYXDsPatllQQ0Er09rSlLyQvHaUQzMoKYYRoK6kzYGCalZIUat4sx5QmCgDWsJctqDXYLIVahlesiGR3XlnjasecGddrQacJZy2lH4+jg2Ep5Udi93Tj0FTruRtab0A+W4uwXoYS8tLSz8b2va70UH71yAKndSMSlyBKgjR8ky/j66XkxMJkFgj0Kau4b6W8AeF5sZZ/HZLaSiRjqJbXEKDwfbSHybEt+DRsNg4HOMUHvYYVgbw+HS98KKALZYJiJCTsgfHOEukZSX3759/PhRfsbG94qSN4e0PQbU97as5BOVpd+Pbqz4JvrinTBEtEQSWX7o9mfHpw5vv5AxdTw5jM2xCGTan6jc31GRk1ERn7lZgauY8gNaYKis/J6fs/eN1Nf8uO7+hPuZgtT4997euPGX6IuZ13yF+/79bHZfn/fGL4AMf37TVv5zm3knmtibck7Aq9ueeZF94OOprIOUdB9Nu7Ll24d+475T+d6ycH/lOt09lYaGhuZfx2SyUT2X9nn2pwKFvQbG5MCYcWBZuJ/tLaxpNogY073ja3xkobXayKmx2+1ut0ql0+FizeusFudY69lJ+8DgUL+lO6jXLrRaGxt7eu7enZ4u0ziGIHAdDPPgVe3I1W4fEreW2e01TK22ZKilkTLMgzjtaC2g3VlCOe1nmRqBA5z2mYlqK4TQ40ZJkt3dTmdPzwKUz3uc9nZLN6q8r8tdcwmy8S1Ojra1hgCnvXDMkd9GOe2udcv/EntuVVMzPd1qHhM721ghLiz8j9hpMZ4bSMdK46qqMW3NpP9oFQRp4nzSysFXuyjGx/ftU2FrcXJJo/zkZAu2iJ5Uj3/S7J7FHIXRjfd37RtKwVnyMXXOgZqGHit2t3Ve3qVLWuy8RZLbaGTuczv9p7kjy141cLbBno6NsldZHiDH3QOP903G+9yP+FeSQ5qSU0gis+I7wDpvit2fEFKmpC/P8IqglWhcxhM8TxhLWNxJuBabw70a92J0JySmh0VCwvcQuv5O1Gd+XHd/wn1vbDwvOupnbhP8t9JXuMfHs9lRUd7vkHA/wN2UWJm8i7eXHZf4KbxGUj1TiyAWHmW750ASD8qVeTf55rJwP0B3T6WhoaH591EqvYLdi1xQDB1U52ULy8J9GorSz0Hvz3ttQYmaBa0na6WTHE4gV9uldort4CUbCDd47cGdZIlardd7YmDKNM4UnTI0DYtc7VkNU3QJuroSoYTAeFFDFIycctpRVroenPYg6wHeoBq0SoFWA8ZlSkzFLbLx+8WFUjQ7Qp1T8+9NJF/JvCnTGPV52C6g/2Ni1G2Bstw9Ve544R4RkQ8RP23Yo7ksFoORkoI9HtEmIERt2Pa6VZAs0xyolAc1ShBw8MtR7ZCwpFFjP6wKhUgUaEVADX+r+DR32DYBjYmL167wrOBSQijOgyXcH3ts13PHPzx646OKqaLMXSGK9yTFoeRb0ceOHT26/ZuD17LCUuB7Hut87qn97x0tOPx1R3zms2RY+pvcs/nRTy8WvfjG4a8Ljl18ZEuI40Xs2fPsrpH9/F+2bi0tup21Wrz7F+4HH3sm89qNitHRraPsh88sS/W0NF/h/uXu0+xvOvreGs348NpP7AO7L8JrkqSi3Qde6ijPenTk8Dvs7ILoiOfe2sRu+nTkS2+xzIam0fAenIaGhobmrwdtfVtN8fAlxuXxRhADY+3KiEbHAMM2PVDovty6RrjH6FhGTqt8YcHd22hZXPQfbb6urltV7xhsXTipEQzNHrF0W9cHDF6X6BZbxh1zra1yeWtrb+/4uGqm2roO63V6MU3MtOQ7xsyFZa0araC3fr5Rdj7PqsTlV3tR6lBL1DlB60KZXKPt6a13HrHM5FW71uNy2mF81TKZ0Tg4uLAgl2u1vb1Op8zSnadzQevWNafW6Vgt+Zd74dnhWQp7Sozj7SoVRNZ7KzaEO6wqi9EoEHhuVVLSBg+Ljgd72P8hwjqLjdDjLfMIlsVQa5nA/7ot7rJhRwz2t7p+/fT04CDmKLCoKhQ5GrHKW2KdKyyW67ArAnXr5Xb7QF4M7jers8ztI0qwjyeROBynTsmw1TB1LoedaO7X4WqBFBajTTrYG4OZMceQUAD/YAl3hCcr/eeoouhw0mIieSf428E7PsrjBTt1LXsSnos9DJb9xvhKqCEPm11UMHxUamW4wfCeB30zKpq3+kL/wh19vy26NO5j7gH2ae533oM8nq9wz4FcmWNpb2TsZh+FGnc223OT+Dgu1Tv1kfjDUN1eROXKfBG9P8ObLnOa7p76O3vn+5VWHcfxAx7uA0Q8Air+AgFBRD0GU1kmKbJEmaSb07n5YykjWGapM1zQ8kfhMn+VbmYYulVjkebc1jLnsjrbbNlW7tSDfNaD/oA98Gnn9PmCv/VeoJ+ndV8Pdpz3er04mG/e3/f3/SEhISH59+Fwtgt3hC1tDoQ7aq+28KrAbRfTJ1cnp24QHiSEHHk1e0RIIKhQ+foIjDmtF7g0V/zoR0FFMC5UuSIQcDj4UmU7qAYGudrV3OcVHM0kft54Kxtd6agKBqaw+lwNyAqS0umorN5bVLN9zOlmSoKGNwXmNTsmp/LTVBrTxqW297iTbEElaOLhdSYCzsQCyrAIb/spfDmUIzmI1lGIU+5hEhfXQJBylwn1sCKA73nDqAQBV0rQe2Pjvk7V4RwFRCIKhU7HP56jEMCrFW/JAa0ICGA8LG4eHPLz/z3hLnk2L/fb68XX7nff6biVFPOkf2l3/tOHal5obu7o6O7u6EhNlfv3VR74zz7Iq/n2fGvv/e78jjM3DwW4VfWp7NAbH3+41Ht//+0zqekBfDF6oLfO9PTu27f04dublhfwhXtcdt4tmDSLYacuHXrGexAJ90uX1k49++spEO7tLyx1h4TUgiSPPoQue+u9DOyTik7aMyc+xPYcyTzDPMPCPsrv+DF/LStzKio04M29JCQkJCR/JWFh42gn6iqNjSj6MQ1/GuuMoxOU/gZbjralniLOEa2otgj38CmpTi+2Ukv1dKPUjLPGr7LbcroMYqpB22+yNagqZYTGefhUkG3Y7RKXisVag8nU0HDlitNn0iW8ZEr6pm6Qo111tectDXNXKtV1PgwxZ8mcdDjHzdGKxaUGg8NlGm0zXgGnvQx3NSDOY4+bOA5xaSl8CXLajUaVygxO+/ZTy0pUUhvY+Abx8pDYY+NPGqWqFdna1trIMJkdHiosK4ipVIPB5fJeSiYjnXYC1FrxEEEYJUxeVcCbwQ/LHJ5yUZaNeDFwwGQ6d06NVxxDO8pftC6PNOBa5nxzW/0sj0BZG9taqvWTeG8sIvl2t7jIMYX7fHc6wbEfqcNdjJkyWhtLXbjvc/klJn2jYLIN7zhY9f894e4lFbrSM6J6I3ID6Ernx3RGoLR7FBol6uvk7WQzr0GGPIN1LT7AoUyI9NBo2Pr5HCs69LivU7fybHBzxEkIpfdtWl7AF+4o0B+f8B1I7a/jUUU7gIQ7g7F2annIHhDuT0KnzHOMJ+C0vng0tekm3FtmdC503w/A5zJYfaEHMUZId1Lfesq9lnls/duRkJCQkPwLSCSbfXbv5FTUJxME2XY2TGTkgZNHgUKO8NXJqWvSoE40SmVDO4qWyGVsEHbBoNNGrpLXgFszvUGdyMYxQDwdFcGM4XdobEUGPTBu6vO4rjYO3q50T+zc05W+ghtfXiPMY497imq8awH4kX5nWpuGszo7Fe4JbPytRu9RidkzM7UA1gdgZKdQ6F/nzf8cM89B1CuDulGUHPx//iyJnjKhIaiCR542UZe7BTZp4Kfc0YpAC5Xg/pyJVTAgAX8hyCyENxYigme9QsHlJuLu9UArAuPsYZyjaHWsjcIlemPxnxXuyMduRrH1/RFnQtP9k+GRz74KZv23Bw/ev5+ff+bMoUM+9q5v4dW8UOb5g0us/NZrzGN5q7LYX548nnszurWnt7e3eOBYXgBbZOPi7rVHF39XXl5eHB2a552Nul24h+77dV24R8YdqvgY7Se9s3QzNQ6C6enpkFHfs3Zq774D2NLAM7Q3cgtbfzhyAOu5ie7lq8IL2FtLqfDFxx4/gp3OyOzrrn3lSOaJu7WnV4U742Dh1vsiISEhIflnMRo3C3c0OZWjH+eOz6og236Vwi5tmi2ob6SMga28Idxl9oZB97LY6tDrpEHrie0tOEsaLDw35NoV7n6bZU7lrMNXPMiAltoW3V3LpcvLnK75HLCf0/DL4L3wwxKnRDbTYBe41mKwzGe2udo41NWp7EIbz621LlOVDpfLNP9mg/QKhOhxnXZ+XaK0IcfkdqHUPdjj7vkc71rAzhR8eN2U/U3bjFtpLfXck37e1gBDT8HGXztVXrIimpwZdBiGhqxW+O4mC1zKbMYN1JNscHhYzxXjDa5FDHJGqvCF79GsUfYywfZUqDPncnMIOhNVbaXTYxAdwwMKK5+vKsG1zOXh/SOzLXZcy15uzqlvMeArb1pbW3W1RoOX9TnKtwxWneOIcLvmZSulpS1U/BT+f1a4I7xd6XtZZwLrSk9KCglhMFis+PhAd1zGxbSzzjIuh5T/EQM6OKYiIYRxKbYbelsCQhJ8Blz3y1ERTK/Xv124o0j6mnBH9/iVR2ufZi2hZYXgYPSXtVM7oKqGFYGaLbPjy2NfWZ2dmsfcB6sBN+EjZN4jz/29qIvYWzFJ8KeXAyn5G/dDQkJCQvLPs3Nrak7QCLeJmgwOYwuY5VyYocqlIKduQ7ibhXRoI69X9OO3fFSmjUHLRzWU0xDljr3wwYDO4VjBa29kj2iG/SuCCZOoUCk83Ns0DMWk+1cLv7Ur3crJ8aMrPStxSkP3FNVUC2aJi2oOJ4qEC9A+Ug0/t2Ww8YN2zE4tg375fvbr8FOGmama4TTcgj6SHaAJoENEtfo2jYBrxz9ME3GsBPNJAbSSgn+0LtFAUWrw/8VQyp2guYVG00FZk5Fg2GcDxNAHcY962p84HPwXE2qWodLxlwzKeF2E9/dfFu4Pjr9ws/DgUmtCQuHAC6t2tB+kpzOZBw/29ra2fs/MzQtEvPODj9+8VXyttYeVXxjdfi+wHZvy4M7UM8Udd3pZS9G32jvj/H7bHhd3Alz37hSo0olOhYe5Xbjntl7YJNz5wXke2f5w3yfFxe3tcXFIeMfFeZ+Axa2nsf2tSP+/+tS18kvYyczo1Gdo8HZk9YJfwXuAU4zLz2XAPKcfUu+ub0994vHXAnuwJCQkJCR/LUrlVtneyLWoR6ZLlapwnbiAMkt1062wvXJDuNuSpTl6rZVqXZhpM5bs4j9mZSUnC4f73VaxQjGot7VNqfEVdWSWLDkICtR5Wq1SCV3o9GGbamqj3nx3ymRpKtGkTt+lNGgNSo5br7OJgpKdRF4sQq2WSoeHFxYM8K20CpfbpLOIVMn41fBwb2qV6E2onHEpEAZ3fw70xyRX7nZ/ZnWQVDg8tqCEOzIoOO4Z3aTInpwYvvauAD3QK3DTY+4urVVshYc6MwnV9LuvVpDsSlZJG2VCTdD4KBUVTItk+E+DILqyqJ/oaSIWV1XhHw0LH5y1cvDfGciTJ7mCHIJGSamwhTIvJdg+u2DlKpNx3xaGh6Pts6oSvCfsYbXr+SbxZBZe6iNMZJuu1+N2zf+nhTtCEvxtxDtRX8beXrWj/SQmJiGBAY0t55mB5tX4wdnQ3fIi48U/UgsfF5zLbIWQ/YWIbwMrqPG67qgSPnuHcI+PAMN8XbjDYwOlfST0ZshbDEZEBI2GhHfw6rTZ6IhXsEyWtxCTCZeBgUsJubAW0IoxoqJXL3U6Cm1bBd89ujnim1XhjmGXA3+wJCQkJCR/HQIUYd9EkWBO8guEce2JLqiCEfOCJCZIkG8I90XhAnS3FEEnNU5oAA07HYF68wKBSeMk8BcRfMmK0AQN1hSw711Co68ppV7MacLVBPksdRAC5PjhhS0E2pXOl6hFORwxLC2sFdUQ2ONSEZ1H9UxP/UWh10h3BPrRA9VxlqEJH/XLD4qC/HuoJFsIIm5yr0wrgDIk/B9sMqTICXtleDwuF/8oam4ZIZhPilLusxwCy/wwpNyJutwPwwtsSEiwZkCnUyhtBNVDOuosl45bixQpqeTWoxGpOPzXhXtcXGf7rejbd3paPyy81Z4e7OcrLDg4NbW4eKn1zp2+wtT2p4J9/b+wQWTcq3nt0c29d1pbW29XJB0PaLcpP+5QXmp0RG8+q6f445uh/ot3r+vew2KxPoxeYmX4FO4v59YwB8rLMzPRACYMS0/3PsDrA7XY3n2dno9vDLyFHWD8EHJ7oP2pg3seY0TAzy6m4g7GePx9CM3DJVgdm7enDqDOdxISEhKSf4XkZC53Q7SjralsqlE9AfKzXz/BrS8ak5ZkbRbuBdDcYqVqF+iioN2MZ5lMJKLTtVDV4uDM5wSp8Gd/Hs1yerx2txbMbK0D5o6KktW+THMn+NrDqKwdvsSg7NfnTEpVahnxL+hImVN1ZXKSTlcqkW/O4czQ32yzq5wEDS7hJclBouFFfT9Y+lqtwb2gy2lD5vwu9rhMNqVqaDPRHWDiKxQOWDOwtc2pzLINdSgH3944mQMPVAunKN0LOcMiqToRb8IsCQF2btMkwe7SOlkBoaPtVM1QrPhDjmi0ycnp6RICS79NP1IkXF9F2Uml1soW4//LysM57GUxfq+NvCSHyyZK4Uul09N6Hf4uDhG9dJojxU2xZzmV2iI27vzU/7pw91LDzA+5xMiMSAqkKz04+FtmSGwtYymiM8ZPvb+O3FMLfyDlfuC18DTaoaS+kB8YJ1nFMYE00YPrHsrcB3b9ryFHfAp31CojYTIZjKgoJLtDVwewvpD0ERYbEu/5+Kukd7DaqI8YGbEfBxcz9mCt8LN7Nb4YewVS+KgI8nTs/ZiKdeFOptxJSEhI/kWEws1ue4GgGqamtgWxKeNsFAMv8PiLuk3CvRo843GOBs9tT0vjcNA7AQPH6KOTPEuiWvXaBYp+f712O/jaTYJpT4I8R6T2WQSD+ANd6SVBk/QuNjTJw6BTJX2UqBI+DcpplIpGOHWczeE1BO0UVd7Wm1nPxTiaNn/75Ul2QSWYoE8SnfA8RS88jHs0SzJK3NuSlkbcK3NFOEJZ3LFvYYMS+gJFQPRU1nHGCVP4PlLuaH6qWEGwPTaIQ5hylwvnKfW4MxceDeGeXcMsvFPe21HcXFHzxtN++thyeW5N34fl+5c6mptvhB5/OpCOGX563t3z+/d/911f37Fj2dmov8V/njxxo/B2+UNWfvP3oSee9vutRpw8veZ8x/2Uvb/WYlFv3V3/PBLuX/acX/+713HPo8XV1OTn7/XE1KG43nMo9O2LWMavJzwfd36ViX3x9XsPQ2J775Z/dADrPfGAJjn08SlGVHlo897Hobx9X8yN1dgMpNx/zXw6oC3AJCQkJCR/HQsLSNGeO4dKICmUpqFGikM/3HaVUl8wO8ulPD9hhHN01KtFi+Acz+UoKY0FVxVu21zdTvHCN5ulUpNJDM3kDseobUWN62jz68xTcw2jMy6HonRI7OCNWuxpeCMdvRzll5ivzDVY6DwOFLYoIKCus0nTDocR/n7lS5yJ9isNFhPdBYUwQ0MOx8yMxaLGvy9alvxwpWrOaNHo3Q6oYF+2Ovp1YI/vFuTn851Ou72hwWTq4higIkZhGJwZtqi2xPnrnJV2acOwadClhOmy6GI2qWq3i5H4ydRVKrFwbyoaHMUX7vwwW2OpjUCYl5RUV7fhVp2DMJ4TU/RX8C35OouGUrRCUEhqMY03Wsz47zelipF6F34xUljYyMhEkxl3GIJMPTM+ZGjDvT7f3tBYv2DC6TB6NIQ74lD8wB/pSr8X2gNVK3tTbm2bT+qb9Vp4JjPwWvhX46+zMrHalJ7QPF+nbqUGXPfHsCOxA+ufQcI9KuXa+t+9Gfd76MPg4IQEJLuTkrxvZu6FHsEuRnkO0R7EwJIB4+OYpdhLjIswO7U8CWXfrzMOYN3BncyD8FVvxbywvj0VXfIPLC6QkJCQkPwVeBPubIikI7p4n4FlqaOjVvRfoL99loqCCToqlToJNjQdfONz7H6crIFcKES+tkCg0UgIk+3Ia9crkAWNvPY5f8pg5JI2oUOB1gDG2f30OYIY8wZHJSUii7crHZLHfnWlQ++jBiadcqehfn2IpxMRFNVIJCIRh4N+ep9xDZxhIWRfdpyTJtJxqNB6wxVQOTNEFyPxkxWqlli4K6kLBBly5GiXbhn9uwMul2g6aZjEAb0y+L0sWYlXCBxtIBkWs4jWBFCXu5goxk+ncylXcLvcUXFOFUHKHdJCnvmpu78SHh3h/uqh0LvXuvN7bvcNHHsh+4G/rS3Z6bfuftfd/V1HH6pnl6zWr/hD5JPPJH3b0ZGScu3a3bu5ucT/AW5HcqjmbjOy7D/88UZ7dgAbP7NrOi4cgb2k+cdqsr1FOki4Xz57cP2M46dOrQl3ufz69SNHMKyjoyYP/f+ZnX4ZO13rraN89sly7NSB889UfPjJyUu1B7CzA8iJv3kyCtvXmVtz98vL2Jc3Kzr2rwv30319O26GhISEhOQfwGyuRyOIKC0tnrFLjS4Q7jMWt6OAUrU8M9pEYVvn4CwddWhkbM6mNzS9TilQmEq2h4gj5WUrKihZ9BSdDw5KpWG4ErXOmWYX2eguJXjtVo/Xrg4j/K1aVlZZKTUOj/ZDFh7NKx2cmRRVlhBLYH7Z4RW7sWFUw+MZDFYrmOF6m81ux7+ro3yZc0UF5vj8IEepsJZaDa5BncWYlrjLvUWWySqTpdLRUR7Pai31uP/DtiC7bFNNfZbcaVbNNUyaeA4rTIFVcAah9mbXi5EEhk/h7ijt6icS7qImsZvwArOzbjf+UX5Yf5FiED9lz69bOVdgGsU9Dps0hhq7TPgp+8P2mWqqDS1z4dDQ8DnFJsJ//qs01ka3Hf8blDm09S1TU7see3SEOyIuODUiBTzwFGYAGz/RfNIzEe/Dl3VEpwcHFHpBMJmoFj4hISYmkKwNIi4mNyKfcTH2bGC18KhVBmYiRbGYXrMeCfcjIQnrx48zTq8Jd0RICJqduhThXRR4Cb60ffUICz4+Dw8YTU7FsE8TUuFzqBR+LzTNZyfs37Y99YmoqPVvQUJCQkLyD7KWcBdAth0l3JFwN4lKIUVugvJ1DmXEU36no1axqWCRc6FNZmNy6gb8xBX6INScQ8k0UUAYkYaq18HRnlXo/SteT0vTaFBFzWeQ7R31o3QdERZoV7ocKuF1vCEo0ZnmsuHOdtavb7AlMk+np+1STgPG/eq82SK2kt7mb+sNiU98CndU3En0zz2nsFJ1BMdhOimVSnTcu/qEz2F2k8JFcJymFJQS3qEFtqcS3KFEIoANJPj7b8MTFwhT7lkwP/WcRrPrsUdLuGfJO5M+7vgmJf/aj3eP5ab7t4kGGdM1SX0d3Z/kLzXffbvmkF/baNapqSksLC+/c6e5OTXQoPyTx5OY+Q+7y1tvH7vxRra/awRIuDOi3k95eOdHcN2f2iHcn7n04mbhfvYshl26tO+TihsxcHcZp97FbrzqvcvWI3uw5hgJ7cTdO+9fxn7adx3u4MTBs9gHhW/Tnjrfg53eW34r4vSBVeH+bm1tXoCxHhISEhKSvwJvwh26GOuRcG8aMigbKVYeu57bKEw7LHdQSvvtYEePsccLrg5Rlw3u0h3CPUvmtM/N6xyOEarBYLOpcfO94bJku8hi4qFgu8KhH22zE1vQkWVlKhXKkLtcy8vUZZdbMzpnTyQYvwrww82QKrcITTMOh9gKqXKOblE6hz/LEn5Nl6kr56S20RleF4TnrQqHewbuTF23y1uK9cj8DIezFpkXiUq2tGrLyypXYH1gHjLyaEnB4J4ZFqlKfMxyJfGbFarYvbvoXGWwS2HFb22B3c1dSmLh3tXFZhMdH1aOsAmGm9JkCnGTleA4bWGI3USwPZZmnBhZXuDjar6wsKHx5WUn7ssgrM5UVGXAj+nz1XPnily7v7V4tIS7lzzmNWht+SDh+5gnfZ26ma+SukMuM95hJYGWDZD4eBbY1xdSbqy2t/iPtxY+Kupk9Bl/Rxwh4f54ykFmOUTTWWCObxfuD0Le3yzc0Z2FhHzEOBmbBHd3kvEEdibe+wALoZ7mtmfqbG50JrwXKIRVimxolMlg3aVJ4u+CWM+I7oj6et1zx1AtPAkJCQnJP83WDvcu3sRq1r1IoILSaQNFS0+GXK/LE/p2i1SJ8zuEe3iQkaOFFPlV+mIiUUYBCi9MnpGiTR6v3bdxzk9L4/HQ/QkESo6FIBywwVpXOhjngibeb/50paNKeAMVFWIWsLvoRgJzfFNknluEF5k3p43Sl9nnoPWmSmESqgiMe5I/wgr43QtEJ+TQtTDyF59kuptYuEOGnLDJXUQf4RJdQAK9Ms8THKeN8gooRMtSKp6VKyZ64g7C2N8Vggz1JHS5E93hYfZVgWDXI4+icM9O/b71YUh5T2FFanq2/5GZzpq+1pQL91nnj7XnxTzp87+RzWRnFxbu3fvw/sBAzb2Yp+RH/U+78yXPpDLLy0NSrhWmvnD8uD/1NEi4/3C/MLU4M+T97mvf37uVcGGncE9d30na24th+/ZdyLzwWnR0XvbPF09h35/wvkVoPvsilnATbeV941g59tjFnvZ4yRs3W7FLZ5tp8uzre05hl3u6kXB/5RWvcM/PPxrIigIJCQkJyV9AeHgRmmK0zqCpabwa+mSmKYIWFa1ErQDhHuSckoobP/usSblor5TlbBHufFnJSlCOSWltuap0TTbIcFQvP8tpnlK9meMyTLCbqlxjw9JKuY9cu1ptn7PZOJwJQKk06YLsxEvH/LA6p3pFZbSB1S2Gb0JVukYn7StyXLkfGSkpS1RPqSy2mUGDmN0Ciw2uxUmVebcMQiRk1hPh4m2mMYN1ommiyqrU6aRS+ZZf5/LVyw26rVT2Vaq1f8wi9dUwTxIof1q4r5hc7BmC47TFxcZGouPSHGojnWCpSJJDpzwfTvCGzaJ7nSIqw38fmqZzNFJL8Lev0nT6gka7Gf+dr8jR1DhG8Mw7bBUXFe36Wn0UhTsCtbbsBe/4YGCtLQ9iPmadhKlEfUkB7Bf1EhzcHPEleOcfMx8EBypvJczzMOgUDWON8XWqV7i/FtHuCfRnMj6KOhny+A7hXrsRm4+IQFb5oeDihNPYNwmfxp7GolcLdK4n/IylRHhb3YtBlx+J7Yl/I6YZO8W4A5+5F3URPrcHhPseuKAHBiPw+hwSEhISkj9FVlDQZtmOZjJ+Dn8awBJkg/pJDhKDcJ/XUMEmL1qNB0xuEe4yoY7Khhy5lahHA82LXITy9c/A0+7XXEn0bZ2HgbNtQJF5b4bc1+mIja50gcKteROvZX4DuUQqcnPYEOYvEmg5OcIVgixrVuKUZgweKIVSza6iz+8emZeKBlcv5+ANiwjCOSR/gj8t3Cs1DgqH4DiM16VQiI6r4VXhJliYQRnyoiD83hlYlGmCDSQEu0fTTBS2iKDrXQWv0nkh/stILVJStEL8HwLqcqcIhbsceVSFe3B2auGdvft7Owaun+h8ylu/4gevPqgofJj5SXlE89v3Oo+/GoB1DjsRKpgPyy+EFBa+ndqZHRxAPQ18beqx1jt7z3ZEVFSkp/ty3ZOu/eAV7pJcZkfmhfff+jVqp3AfuLX2VyTcExKOS86c3/vcd6yTGQewvpveCNG3B3/Azt72troXvrIHq328m5mUXnj69GP5sPxz4tfHsXef2HOxFtvzaWytp8/9scdOeM8mISEhIfmnyLJYQIt6szEeFm1cSsH44OLrlCFtpUe4Q7S8f2S2nlLUtE24R2bJElVGfb94mV21MCbF0RmRMLV0ZUpk4TmoE01VWtdoQ6WMICQDF3VWQkjdNKa0stlVVS7X5KTZx7yisDKneUUlsukGOeKRq2Ccj+U0SGX4m/doWeibQBBdZ1IqqSMTE1rlmK5BmijfzRjjl8nMalWQZZjnElNb2EPLLt5kg3lLjXcktMyoK1X2eRPHMATrA1qladRo32XEKslfwAq11KonOsGXcFfbuoiFu9FIoYSH4wutxCkFxTVFMOMpWUopMqIuJhyc5pFq/SR+1Xu4ebG6hahXpjL59emZefxneIndNS3W4St/ufTN6WmTaZcjj6pwR8QF34vojcqA1hbUl+I38tUJpSkRqYF3zHzLPAt58vKEr/7AMNYbKRcwjMXy5bojoxwJdwR6iJ9A9fp24c6IiF77KxLuISEP4KN7oa/FngL9zYrwfocXot/H9rK85ZDMkEvYHgaDsS+0MDYKS4nP9vTKPMF4zNMnk4HuDMFibboREhISEpK/H5lCQaGgMadrtEDCfUYzlVhF4UAZNhLujeC2i3ktlOdXmzTWhDtfYhbSBZ9Tijh6IndRLrFpxOzPwIZ20+d8eu1H4aLzCjGKqKMyGOLI/BpgtfPEgXSlJyYOa8TUaXi4VdQxTRBhJbxTNMzTwsOs5o5zFnaf7ir5Aw3zJH+UFaqVR1C26Fu4H4bhv4TCHa1CEQ3XRU3unCD8EUwgnKG1xUZwnGblKnkELxrolRkn6pWh0UYERNNT4YcgYBM230CX+647cB9l4c6X5DGjy/ef7S4cqMn1Lz+OkEtOpB4sT3nvYcf5t++lP+N708xmQlNvt14IYfV8X5Hb+XRAul+e135t6a23WKyKis7OYIK0DTM/Y0O4w0PsgOr12tjyvPTVOP824d7cvCbcO/N68jNqn8D29bzhWQ8IvbsXe3+/Nwx//WwG9tHJLzM+ic4/eRk7GxpPO973Hbbn0ovgtT9x8cXe+17hnplJhmVISEhI/kmySn75BXW3bwj31yHhvvjmlHqC4tIlRkqFVZRzBS1Vg6Mjm4W7vi0yLLFS2jbmhiy5VWdLxjEPUV+L1DjIE3tc7cXJZJ9e+5TRoudBKUfTUOnCWIMRLzK/9hXhssRKVRDMJeVYR6omSpULujftaqLwfFmZ2axSWSxwT+KrV6uG+hdsDcnmXZV+pBzuJ9nehi7e1DQxYnXoRqX2rZH5rCync2XFaJzRKxRwTpXSlTM5tfvlSP4iQLgP/r3CfWqKWLjHQdeSUkQwG5VW8pnAlENwnKYs0LquEBxvGGdrxwiO08RN1F8IQvC04aYm9mgW/ivBOTExPp618zE+ysLdy1PMwpBfGSchPx5QbD09tDDlcRjEOhD/jK9Tt/NG/DXWEc8wVtTYEgj8mBhUApOSEkpQT4PKYNaEOwK1ykD+PIS1GuffJtyTktaEOyI/pRbLiH3bsx6QHpqJRcXe8Hw+NeFTuGgH7As4HVWLvR99jBYcGg2TXVM8XvtHSd+vNcuQ81NJSEhIfmfvXN+SPOM4fj148bxAwEsgD2AgoICuLoM0rTyOlWgx1zzQAu3gFEsxnc42XQedunKrTXKNdKxyi7JWTl2Ztcu1U0vbyWtv1ru96A/YC/+A/e4HUTS4gZXudH/epDyPN48W+eX7/O7vdwWRQcmjD0bUWUy5Y43qFGs7NKe2gFEu8hLu50QDqi5OZUwM2IIc3Cy5Rtmva4D49VZRVUAbGhn4kzoHPH2tLl1xNBhfyzsrXaRXBpOVrlS6Y2pQ1WmL0oQJ5kDdrladJaYBimITpYUpPsd11Gq93p3nXgwJ876aUwlPm4A57k8s3FUqvHBnw6sBl5POJLmL7Jjj7HswqO+/w4nNHhHly9Mxx9lWaFvA3Y7SSC3UPbX/cS0Vh0NRPm5o/feF+5Gpn8r6Ng6OFdzNzc5evLscR2buu1vfPMh78Mra+JkjqlCsc3bm8Svtg7EfXBNPxZdkQxdr8NPusj172tsPHrx2bWrq5Rl/rc++hPvm1y5+WLZz7Uw1TOXPXOB5C/fbt72Fe8KJvXTsbz/9sAWCZTIr+ujh35KYx+tfzKB5Y2Ptz13eO/wG/XXBDbYq9/xZ7oVt35dBEevlG+J1aGgG+OKLRRdDIBAIhOVEZtYsyHU06V7OkOUM0wipe2fCZrsttVRjvtK5WLjLK62zSnul4dyowz7p9CmXYey71OlsaevXyWtHhSI7hMj4Om3uZFlkafKW2a5pq6641iAXuqS2KvxvVJlMqzWZnun6dNqlm4AvaWy1t2nMmKny6OjIyORktbqtbWioudlgGBWesis1yVpfv0PhcrSlpppZ5aRR97Cz0zDaKrIOmJdoHJlMpTKZuro4nOLi2lq5vN/VY6txEuG+/Cy/cNdqAwl3V0MxXrg3OvqxG2iNiRYLZoadnTWUb6jEKbxp403KjLm1c+ej09SQ2b8nr5qepqjZx+Pu//vCHaGK7xVsow8L3l6INw+GcMnOBB53I28rpKWHiGqujPUQvyOkgRlAIomK4nLf432T5Fu5+xLub8RdiPoeXPd3JFvYRxIeeAv3iAiajovzCPcp/kZQ34e5CeISGOY/AR/zmcdTk8ogHP4Kk+MO+TLMyHwFTLi/J8mN+xJ+cgL4+THweN7XQiAQCIRlBQVOzxMDM9rNQiE0L73AVnDqIFlmAh6hKE4K2gTnLdzLwWuPiXFw2vzb4mq1VGqAL0dGdKDJERS9btU1wrJ1OpfvKfKloOj1xPms9NmAkfAydZ5iAI3z+686XQDF04iEKCRTrjul0Pi0LWUpINmFkDITE4Py3HHWPeHpsvzCnc0OJNwLWSKscE+GclasYY5eYL5CXTzUKIyUBX8z6xZ1BtNskJwyRCXq/Zv6MrWaoqTSxx7/fwh37fFj7e/E/rb1l6nbM36d7Mep3nO76FrTYN/3V3aXbAnXhmCds7XVU+JtGR8f+OVKREdJuCqUeJo9e8TipqYPPhTfTy3xda2+hPveR33i9oOXPvjx7rPZmW8LvIX7sWM0/dtvHuH+xTcb6ddeG74kKNo/8/yRE5vP0vdXo3H6zN4f6bQPxeySqfbL6+i9g9/BN5v71Rv0x6nHNnxw9vC1a9/94Rbug4PB//wIBAKB8GREl9q7F4T7zZvl5Q8TwY7e/gK7bbyOSuxuNNRC7ZLVjBKpRVRncQ8yrksHUPtQ58SoLqfFly3u9ra7ulyu0Tq5ARnRGOE+57Vrpj/KP31LLnS47LYl2ehLiYxEVv5I1QCMsXTeOieshJga3FR7NGONQ7Mr2Pk6ZI23tubkmM2+vwBZ7cnO61Vt1v7Gc7cMdQ7XuC3MuUS4y2RwBTVVNqPRYrl1Syi02202k0/rnrAcXLe0WntwJ6yIcO8fx6TGsJMrKx2VmOPsFmsd1YYRfuqWj6ireZhE0S7NLWoA89LaZz5VXlzo39SXOZ3l5T7aU/8fwh0RHV4S9Qv3Mo/Hd3vMQbI6PJd/CKzzC1FTwXc5eajgn4gb5l6LqpeEuKVzIRT+8ef0JdyRRb5ackywgX6dMce9hHt8PNLbqGYJ8UPEAZhxf1F8gPuI943kndh19Mn4LfB4uOQQpMqg/PaSpLfh/Az4ZlNhuS/5U+EdkDaTtjDlHtrPj0AgEAh/mWiVGSWle0l3aGOUg0mezFQ7UlSi6BSkybiNQRElFCnZq9QKkQOEe7Hijr/sFpVKoUBj33K5VW9W4/Wse44cee1CiIPB5FYvoFFyIBA++Kz0SLDGjcJm9GZDp/NddbpAirJQenounqbQz+5DWcqI1IW6U+VyqVS5uEKWsAKEURMK3Hj4ygj3fHg1+EfFscf4ymyZp0s5Sk1jMpZKU9rwSe5sdh0l5eD+NefILTrsBlmh0Ed76v9IuFeXiIuaHvX1XblSUhIeHqx9vro6fupkxuCjvrF3OzKzqxl7Omhyp97u+zjtj7Hdd1ND+9Lq6vviDzMOHCi6glz3xde6VLg/e9It3Dft2d/+/cG0P/7YtoHmjv3qOXz8uLdw33/3AMy4F/D7mgY/ePeHEwfX0UX70e7b6j3tm3ccfgeNyNd/u34zHZc6E5353Ro67Ty/+vhXXx2+dEO8ebNbuIvFwf7sCAQCgfBERDu7bi4S7tu3pyTLKV16jbawW16+fXu/3TU04SXcW0rzuqbTr1INtTpbl9bHpCYyo2dnJyeLi7dvdzhy2mqcfv9HZ7x29ayS8drrhIn2aQ0uHo8x8t1j88Yh1minodFxytqiweVqyCJXlZqceWCND1katxuEV10um823ne++S2ByotZVVnOnodmRbj+jWbod1b0geO2u/uZzBrnDYbVqsAqSsAxEh1HNPdgfe6GxsnjZhXtrP65wDIT7zWbMcXZX1Sg1WeP/3tIqs4JqtuGmcdjNDUNGnHAfmLhaPI05znY4DAbZ0ltP/x/h7kbF58fFxcZGRYUWa/h8xPk1X4ObPQYB5yGSGnFSkMbE0yBnOySm+HCpsVH8zEXhkEuF+3Hxifkc99WSeiYGZsearQtf4C3c90g+h8+OwQz+t2s2gpP+Gv12UipzRBzLpbdJUDXTWqhiPRwnCH856STkymxlZzP7A8piY93CHfWnEuVOIBAIK8CiCXdEsa4KGhnH9Xq9EGbYB8JWQfjFdi/hLhIJwYyGKiaW74hpWUqYSIRC4UWiMKzmcHvtRt0E9RnjtQfRjOquOXVnpRsDRK+72adsg2gOCGCXN0uxSfNo8SpFtw6N9BuE3ZyjfuJp0IKtcI8CLfiR7+5UwnKzS1VFNYbhdDk7nZUuwmU1PhXhzsKmpKOXVh3mOBQkQGxTGC4GKYyqw4/yp8M14BZQwqsV+23q9RT1WCkxEe5BQYQ7Ee4EAoGw4hDh7oEI938NRLh7IML9qRERgdLSBYJnJSFMr7CrJRUJZdxhXlloRayIbElS1AaIpznEd0ethwBUscZd5G6N6pgX70uF+/MRLy5qTkWpMme5B6PEnvcmSG3fnf9W34TPepnF9if1gXBfM7fUToit/yBpP3yE3glA8kxcWTwfcmViw7Pjez3z7W7gbc/8sxEIBAJhmVgy4Y7G0icVOfr3me5UCF9hxoTvsTpjWuBP1BUJCSpykeIZSJXxJdy1igGWhSoXCgPNkUNGNYSvI8lu8TtHvgg0NK+DOPhgs9LdITUoEP59VqW+R42dg3eqe/SVLNQc+zvE02T5mTp2zkn2BiFqcw08WE9YNlaF5VCn8cFD6ax7UPrrH7Meik8xx4EnFe6bwo7ihTubzaJcCp/dAHPMsh7qsBVMgZLcn1HkU4lhmBcYypXR65c8SIR70BDhToQ7gUAgrCBEuCOIcP+XQYS7ByLcnyoSSULCV5i0dN/IwjP5RTC+0gSyGCqMQgHF0wjgSzeIe0ONp4mPEPCGQbxXMJHwgYR7tfgTejM8EeAOgOFyaXrnfBVrWex6WhzhVt4V/Ax6B/c5cS58fCzqTfrLhBvw0ZH4Inp9bFrcRu7FuDR6L383uyT2q8XSfeF9AIFAIBCWiUWDMnK5SAR9LKpuEMgGuQ3u4ycy0wao4FGpsnEcMEWCUmUQVcKri4T7JvWItBtU7U2RNND8SIpyXCSEpRp1RngHEAiZ2uzuJUVZ6fiaUzer1Br9KSEEvsRMBA6EN6dMcizwHqUBel3blGqfi3sS5ilGsvfgcrUJK4NTb8dXiqK4FaMCt2v5GU63cBxzHFgR4Z7Pwb0GzBAFj+1wsilqoePY/1WuUt+jrmKS3AG5XKdb8hAR7kS4E+FOIBAI/0SIcCfC/V8IEe4eiHB/6lSHu7d/Xlmy/TMQ4RG3YQvoYUGCpCTQqUtJTTrJ+5n7ccJPzDbQEEDi/RK3L6FXMhZAuGsjdtLreWVoHy6XGxcXEcHjeQv3Q7w36JNJ7mdPjdgAKnw9DPG8G54aIYBlCpjHbzCdqSgW3r3PFb0XWMSFNSHvtCUQCARCaLzgPSjD4cTECIVDcPPdIDerukC4i5hpg1amIzUmppIjpFhzXZEaEC0e4b4qrAWGUj6TC/WYFlVETUohU8TayBSd4npLEUiyW5nwdZDswWSlJ6d8Kk1kAthPSwsD7XUNC5NKm+WwEVXuklbBDlxfuDfPIsmO2lPvBNPmSlgJzDodfoLEqTZQOX7+Vt2MiCr97K6eIyXlHyDcX+C4Yloxx9lZsJH8KPYbLYSd322Y42y0lXzJQ0S4E+FOhDuBQCD8EyHCnQj3fyFEuHsgwv2pEx2tUpWU7Lx/oi+uaUz8bImPqgrfaLVb9tztffvBl3FlZfX1gc72RqY6MnN87U8P+oYz2l/5wR3EGBQybfhM7tpPHjwa/uryjseE++G0H+c/9wh32C3U0dHenpa2fj1Nnzzvmewp+PEy/eCk+x2HTPsjqPCtFSd5g00Jt0/Qm9e7UyTrP3xEN/XmZldsy6DPXhxkyzrWIrl++LBHuO/YcaM+xHkfAoFAIIRCsu1MOdqDOofNVg6gOqZKV2l0Fgh3ji2ZnaVpLG+I0dmVsyZVupdwF9ZK2bu0ebZJR+OtUd0QFJg6tVp/7XkmZ1tOqwMakyx2TtWsOrlUK8MU7W1yPtNmTXxoqBu9OmSvuuN07tsX6b9fEpjVTNsThecMzZZK+0DVdSesH+n3fYFGY7cLhbduWSxDdluV2llaumnT0mvZpE2xTboeyrfXNupcky0Br5iwomSde1jYgzshrOoWdeexv1VvNMX5Q9glRkYoqqYGt0Qhq3KoCnM8COEuahYFEO6i8oeY4+xSKEvT9+Cmt9ocp4snMcfZk5Pl5c7Fe63/18LdTX1SHzNBnisJ5e26TPJswgPuZR4vKSnQqUs5En9DkEGnCV6MCDFjpiT+FYiE3wFRMI8J91gQ6nPMC3e4NRAeFYUm3Gn6E/G8cBe8RAuiJHOfQboOfUgi5m3kCpLK4GMB82jEmgy6KamCnQqe+1nuz/DN3kWLuJdy81NIewMIBAKBECLJiskF2U5RSqXno25pKXh5QsqqLGV62RvAbe8Ci1zkLdxjhpjxbw6kpNfqhvDN7E71NMci/4yJX78e0GvfpL6uNyKvPdisdPfY/GfUdmG63wD2eZRKd868UGjkdKX4vpbIuYR5ippgvHbs2wbCSpMld+hxnaVsjfIWhS8R0LAqpSgqyS9hYRSlVuOFe7oUNz0ehHDvhsaAAMKdYmGOQ/mAHHKgcMP8n3rdG/MJSnJXL06mIcIdjOmZmfiK9q1fDgvae38IeoJFJjuS3ZFbUPD11xkZ9+9Xh7BVddfq6uzMu7vHvk97VNZejwIYgwR9YcfdsoM76LQPz5d4nhEJ97ObL8yfhYQ7vX4j+jA6Ojy8omJwkKb7yiTV7n/h98di6Wu/eHqkfhneQX/3bObM7kMXLq8DPf7c8T3w6PHzCfTr312BHMv6wbize+/vlu25kAHW/NYF4X4p7fjcggQCgUBYBq47ri7IdovFaKQog0E6/j5VeCaSfaawk5IOdKdP1N6kWN2gXcFw9hbuzeWWnFOjE51X040j15OT/VniWm2VLT2x09A8Cub5iNq0T7sa41yvMt+xSh2Nhs7Rh26vvbT0sT52LyK1GlsheO3y2qvFpzg9I2bTPlWkzPfy0VqTrcfVLxTW1hYXczgjIyaTSvX44pu0XTaOy8J47dJJJfHa/3lsctrKLVnY93MD1sZmbNsW+2gtaxpnl7N7eigK//fOaUwfv4M5HoRwv3fa9WTCPTq6jrJbX8CcYet/CPfGMGg0FDUysughItwZZiRFYERvEOyMeD7QqV5Eh5eIxSi9RTyfmR4s1ZL6qK0QCn8CfO2QyJa8E7uOvsQTSzzPiIQ7Tb85fwYj3OlLnk8lEjTjfmFN5lzdKT/qVXpbgke4t8Ni30GnK8qUQayJR0M0mfwXoSYWzbs/yxuk3xDfZ29BhawJCQvC/TC3g/SnEggEwvJxHVzteVgsqRQly1ghxX1SEcnO4dRRp+bizROlbhXkLdwnKCGnEibfz8EgPMbj1qqOKhyQ22KQD3GyAsavl6ZopP1g4X8mbwzGa0dlp0YmomaCZddr1LhZ32iVSTGgS0ReO4ul1y/xGOeJVN2BhHk547UbFVmqQFdMWHE2qY9SV1Nw8efwj9civI47gd0Sw8KHrSgUFIU7zmaPw/0dnK0fjHBnDT2ZcEfxOVJsYL1S9BDujWFAtxaWdBwT4c4QLVNlZ3a8MvZx2oWyV6aC3nIaHV1dXVJy//6GDU1NRUUdJcHvcIUnDM/uOHa+HQz7H6d6q4OeO4mWncy4TL+Rdml4Q/sU47oHEO4y2bff0vTli01N4vvo9N63NtKPLnTMHUWLnbidytaGd/R+N/wGnfFuBDwansoHz/4P+GjL+SIanm1qCv354MG2bR7hfvbsL0VHvC+MQCAQCE+PSPOn3hPuLNZNwGzOscZQyiwZ22o3UA3vW1iFZzop3Tja6lnqrJwT7lrnmc5a6v3RRI5iNm/fPn/GJJomb5bLO3XpLTBLnsyY9v6IdIZZhxxCQ2fzadd4VVgwXrvdJQRj/HS+cVozqzbBWLuf5Xdp1chrl8tr5br06enZWZPJ1zS+e0nktf+uMxKv/Z+L88xHN1tx/zhgBCWxMh33tk/r1JcnarBvDK3W5mbccXiS8odY4a4dsAYS7umdAWfcn1S43xnXlWObppKTKapw8TANEe7zqMLfimri/swb43vs6CBJSuLxuNyEhNCKWBdC4Xn8qVBC4VGOOzeWSx8Q8BnXPYBwZ7OjopBBzuUWMXPua/kb6ThevNdiZUlok+yW+G9j99KDYrTXtloCY/LM2PwW/iuw2F4+H/0pABY89+8TiHAnEAiEZSIypW1BtrtbU2NiVKppTgxVBaPfVqkBHhWyBmDG3R19sU/tEe6r1GfktVSDPFGPzUlH0+QQ7R5TKRrxM0u+gFZdJc2HRZHXXoi3U5nTwWvv1tXCFQaOqNmlqgGvvRjObdCl++90dS+JvHa0JPHa/7E49VJ81ArqTe1nKgj8sUo9iS8UhUEYjlCIO+59/8k3Wv14QOEu719u4R7GycdXxKpUKFBq0UNEuM8jk81I9ld8U/CA91xZwe7jqqAzZrKz4+OnprZuvfD5WMHd+BB2uMq0W17+oTfq27ITG9bwbwRqoPaAtPajdwp2nhT0fS4o2DmTukS4r95/+3Hh3vRorGBNBmTgxEes/Zne+LFnsv6bQ030h6+gcZ3VqvqobfTlA3/szoULi7i4d/2bM0fY2ky0LXXHxq/PF61bl5a2f//Fix7hPjy8Nj7ISyYQCARCaOS5Wuc0e3lnJxLtFNXaumuXvb+BMmu7NI6JBqrfqHlm5I5wTrirsxJBqhx9RnGvEjaallPFWWanapdPS9pkUijS00dHKyulRk1XXp4W84tLa8qyDXRXWhobT/dL21qyrtc4tZhfj/tMVTbrR62/X23M7zdaj1bBRZhW+74KtsyUZ2u71/27o7Gxv984XqUx55lMux5zwCK1WZrJuSWl1qNhKbCk1s+ShL+dPFF/qxF3QqRWGPNRzuKglMXkKU9R6auwb83y8xMTccf/ZO/Mmtoq4zA+J0zOBdmG5LBDAoSQsA0mUgJYwLATiGAXoLJUSUNoWQRE0GClYEEpFIQWRJBStVJTkYKgFem0agXt4tLxRu688AN4wQfw/2ZhK+dNUGZsZ97fTWnOy+EwDeU5z3ne5y9Tj1NaOfbuwDzsSrgr5lzVQboU7k1fD/834f7CC0S4u6JSmAkmeH/ASduUUrcJDBSLn6LzxUMbfenukiXME7zLf9n9Uaz2yamRgULxKXDdAwK7dgr3kKFHhftHMCL2e/jG7opEolP0gSCncL/p8/1GRU26MJt+jS+wee4P/D+BJvcseCrQZVPpbwQUgmfP5/H8/Tc991LHAFYCgUAg7DPrHIlTuEscHzHwG34a5qYqYSLjWUiOo+GT0dAuY1cXOg8k3Gc8PDl19tXs51YqPT1DwbzWaCYgLo/HOeq0EerXJ1x77ZPK0QwteO3OYac4rx3V01yCb7PCr4CZDutgezrgtO/RKdPkOMFHeAwo0xgZbE+K66qV6LBpvJqFinXOIwNFt+EVMU4xHrhtoWgs8X/ucXcp3MdC/6NwRyNiiXDH82ZW+oO7g535mQl9l0UP3XaU1er4+NihvEMXE8XZd2P3kiEJzjoS8uzly/0riR/mBTx86Gq5U7g3qB/GnwHXvXjxQzG0xmwR7i9ExG8X7oODSLh3pYoaOvsvJsbkf0o/ffpbxzHRYCL9a+9x28dHKhegnuaTUzELdyJOZqJCSFglOxH0Cv3+gT8OvHz9+jPPDA01o+iMg4v572y5LgKBQCDsE17RM47hS+C3NzZS1NgYRaWlgQn4xdmz0lXJUkXFlERVItsh3L/+QiIp51jTPBkOixyQqUyrq+XA8HBra1lZCUY/Ia9d32MpHxtbY1bb61PWa0pwXnsJeO3SngvlEgny2k3d67qSqmQWYzy5pAxsfG35Z5IxbY95ojtFpys5+uhaL/W8Sn9J8adkSbNxSlehHsL/iq9aVduUhi2DRFOJlmtw3ujyJeNZrGnP5S4tDQ/jjhfNKqjpWdzdwdFhq8RFpGcfhHtOuQEr3HXyVcpYg61IPXt2fHzbC0S470K86DeYUioIL91obnGLal6zz8v8V4KuCfc6VlQtGhLn20axOvvVMdiFOzLJeeC6J8K406Rtwh3s/+3CXShEwv2h4/qSgtAYJWcNfKUwkU6KKbV9nBUCG1DBc0+KaeadhAb328JYePUh9Mq8FnSbfgZ57UJhZOSmcL+9YdwTCAQCYR/x9kjb8Ntt3TIaDUWFhSEH7wvJBc6cLd+ONMV24T4Hbel1EO3tYPXx1GETKC4fGsre3OIEee2MpMA26nQizqXTrQSvHRXUoNB8OzTM41Ar58HGPwte+xQzzN4xjzpvxuERAxTnuDwl4bFAFmGilsKwhTCoxX09Ajt+SWqU3MAcB0JDd9jQO0A/DVbszICjUitHizkO7INw13Lwwr3Iw0Bp8D9cEsmOhwtEuO9CNS8+JPZuXnYMZMiPh7ihpe3IZIGBlZUB53sv5hc3CwOxb8vtyHhZ8emlX4rvLy4uLIQ4N46ysCncZeC6V5Y2XwwCEf0uBNKd7BDusTD2FAl3dH2Rd8UfvAGHYx1X1xX7AX198Sfbx8ERv8CRj4SFix/k9/Zl0i+HX4ZXUxfC6efFvQkfogGs9++npm6m3E+fXhDupT6TQCAQCG6hYxRO4d4IKt1stlopKjparZ6aa2z8oknfnrtFuA/IS7hlqkvGXCq3ydpuii7yTgHhvtPH8y1RTtyzKJqatNq0tJSUyclk1hCxTJ1Sb7Z57RbmRrvJ5rVjnO6Skvr6np7y8s/GLDkGMwrNsxvjG5F5SXkOY/Paa6p2qYlUq1U2r31p6bBGamg1xRGv/cmgxKSnymtwTjdXP9xydhK7RyGMAzdqmOPwjpubO4efrNpeTl3CvWm5URaFa+E+fQ6ruvdHuCu6sftw4YnX9vGsRLizkOrMkItQ5coeuCsUBB3w7/fp4u2xYyYwHVx3OiZGhAoZMWwKdwQUwMR8j4Q7BNKd7BDuIpFduCNeDOyMeQkODzmuLl6UQB8LGnSsBGsemtwvB932/ys839HkXh1whT4d3oeuDV0dl7s15b45gpVAIBAI+8Zmwt2GXI5a3JXKCIgHU1SLZDluq3A3eERx58O0khFw2/U2lzEahPtOH0+mXJf2QLN7AcPs6IV+BK8IU4bR5rUrpDOuRp0irz0jA+Xwc0O1TKscH5p3RuYr/CQ4rz0iIszhtR+GHH7NHowwwv9KTZiBuoDrMuJyh5kmCVbZc0clCvzcVKUS/UzgVqgyPqOwljy3BGaWuhTuUuyeiv0S7vgCHbjO7V+ECHcW1NUHK48Pnu+8n9mfJ6zcQ0HkkYOx3zSfz77/d3bA2ydT3d+q6ludWikaHOzry8zMyzt5kv0+cbtwl1WnX/4Zud/5K28Ppdr3tyLhfj1+45qRcH/pmL2cPqI6veHdl56hL/Y1nERDYnnPFdNPv4QEOiIyCaZQVYpKCz9IvH2AfuqjFXhN/e1d+unEi5VDiTA71d9fre7v3xTuV4NEqcQEIRAIhH3FS9dRgLoUHTQ2Tk4qFLm5ZWUGwwjFOdxqmqzKpXKs6Nc9Eu7aDM9hzYXysa+pJmt9FQoPI+Gu6N7cSXq026Q3G6GIwyptPzc/H8WqxZO9dN2tadJxBceiHTCP1qtSamwn3B3fqhKV6cYNo1Gh0GrN5tZ6j/maSbbfCV5V66r2G1a4ihwtM2Bulc+nTO6i37y8urvT0sbHL1zQaHqm0yZUy2U13izjVgmPHSkDPU09+Bb3nM+YnirMca8qzxHFKPbe0mSiKB1W7XYMj+Vm4BZwS75osmLzOEpdOTWswt1iuCHcmwrwm1OJcN9ngnmxPgn8q4Js4R7Hm4aIVmKu8i+KIwPd3t1qw5fH8/Hh8wWCyEj2T9wu3J097jQY5IUO1x0J92OiB84FSLjT9ImNTyj2f5r+xL850i7lUTN7oeNILMTlPxCl8xog4U47mtxlgd9Cvj2Rm2rvcOfxAgI2hTs0ywS6f29CIBAIBDfYTLjbwjJ+fijoKpHExUkgQ94jRWHvOgpGosKfSLgrpBdCv4LppAUbzdU24b5FDkSF6TnlEJcfY+9usaN2TCaFBhc3vHaZsizDjLz20FCpNM5FGfzWyLxejkZG7Qry2lGg3+61lxCv/cliWaPRXMIvQUUrOG3krVyl1tjfIAg0NxVfod3OrElGcQu4k6FfeMJub3acD7PYcUO4u+pxJ8J9n/ENfjG94cvLC/0xvZ0Bsem47fTb4T13suGna/3i+39fudYQv4cdrsHB6elvv72w8PnnfZ0Nlbt/vd2F++3mQ+LPba77mzuFe5et0XFTuPf/9RR9KvG9i7/lVcITgb6Xnqd/O2K/xm//fpdeHBQFZ1Uez/6Afv/0h2Dh+1bH+798Oin1SGVlEuyCHRr6FjW7b1C84PacWQKBQCC4g9I8veG2z1Fza2tVVSMjU1MWy8hIBZVxTs2t0eU6hHtHxhSV2zKmkN5KSxvbRbjLqspaJ6zThzVGrVlvUtUo2d1Q3Wxru3Xcclgz3jOQ1rqM9dplNq/dgEx85LXX16ekwIhWlsXqqlnVhM1r19hsfAjNT+5mucpmU5xe+/T0hM1rx6aUCY8byVXtoZx72JTLZNFSY5gJl6eqMUEF+65vkA0MhtxcvK2vX1NYsNfhpWvMncDG5FNMEspchrs90A2ML20vfHkEItz/Fw4K26AAPSFgiLcn+/xhYKH4Ff5izGXRHvdv8nhCIXxB/2vC3b/e7sL93cAzYJMj1/3ITuEeiP6+Rbi3Cd6gE+GJwK+CO/BEoBOGsK6E2K36Z8M/pE/5RMJHWUL7SdHrL0KnzHU4LVcgoOmAAPvpnGwOYSUQCATCvrBlayqUQn7FMCjTi4rXER0eybZGPbtwn7BNUB1j5MpZW4/7TuGerJyXaiHZPsVI47Az5LncbvkwUwBe+5obbenJNq+9haoIbUFeO35xlVLuVmTeS37O7rVrNGiCKvHanzjUMPJUwr5zAVEG2zPQ6F92osNcVpszjKu5qTckFgYXgveNWKdqw7C1ld0wlPieEneLoWO0nFXMcYAI9/+FiIMn7/50/ref/87+4csGR4rcDdTVXZV33y7s6+/97Upp5R5s6eDggwfv3v2hrbg3vPNu5Jvqnf93IeF+8fKzG3+3C3cBRORjba77z2/nbRfu1dXbhXth/kt0ft/lt/su9v4dECn+6zv67wZ7IP6dgGL6wH3UMRN88JvE2/Qnvw3CY4as4hj6k+NQDXnnDk0nJGRlJSU9syHc+ccGK/d0Q0MgEAgEHL5ey1NIjSO/fcRooUbS0lCmt7ExJ2dsrIKajfK1CXdDe7duVL/W8hW1NtA6P6nWpVg2hLtuYhzkQPesXH/JmHNBYzVAsn22ivX/6smi+laD1bJmNA6A166a102yyxVZlVLVcWPV5rWPm/X1cuS1sy32tnnt00aLw2tni8yD194+ap1eg6k6yGtfXq6pwRuqhMeSmtaBxrXddi5sMnFrqraM9eEMQjWgacLvK+V+9pkWu69U5mUdGdfP41asq6ivl1MwK7j1E1PU6CMSbCvrFst+CHdNGfY+mQj3f8dzogDBr/yk8OYt3S1uoObd9XnP/3bQD8J0V0t3gspprvp3+hx5pJwGCffMLSe0C3fU4x5sc91P2wpgtgh3Lne7cM8TH4M6mC5ec0wS/3OfYsFVujjSXp1zEGan+sdcs30cj04VJIZ5rm+G34fJqSDnkdfu78/jCQTQDLnBoT3X1hMIBAKBlRegCtvpt4fCeMev5XKU6UUDFBnmK5ibap9hY5YvezAcP3jdXn0xGafZEO41MHpS4aGSm6GcZi6UE2bCJ9vL4i5Jl2AU65+aUTe89tkMA6pgB6/9kisTv8TmtY9QtaE5Lrz2VsYIDxca7V476zrC4020p9HPxVCjYWYpFP8e64CYPDZ8jlrcpVLccTQ3dToMV8Ge7NFB5eLfvmGedRRMTsCwDpJ6H4S7UYnNBRHh/u+oPvFAeO1QZ/9Km89NUZbbg1FlwV1n7gT8sLKyshBQeuZg8B4MhHfShYOd4ffFC4WRZ7KCt97yXQl6gy6+uVlSuSncZbwTN4Vt4Tbh/knsZpjGJtxPZjnvAC63XQfhHh9cWerTXxzz/VU+fXHQPknp4ZlD9Kcf2beqnij8kX7t2F+FzVmBwma4G+hEIZ5jx/j8a9fy8lAVvJP3itO3XR+BQCAQ/gPeHhkO4T7HWdNq5nLlcq2WoqxWD4+cnNACpHrqZ2opi7WHMeaUS75y7KDzjjJuCPci+QC1ZO3RGnOMzEDaTLQumeXXj9p7NmU0bcBqhAz8qqG9Y1a3S6m6A5l3UYpq9N6qVQurrQOo8CWKVXGovddTzo1eWoVr0DBWz7QOVVzUbjcPXro4eaverIViGo3RcKOjIzqavV+e8JiznGPhYBU1GiVq1OJ06gvJGUsaQwdmBTcqys8vA1sZg25iDR44wayeuUflsr99ERnWpjpsloY7K7nA6HEL1N6h1L0Z3BOI6JlpatwbW6FKhPu/p9qRIl8I2UM5JKJS2BuU5B/jE8tze3ernQeiTMGn/OwdlfCd/k/RYtGmgb4p3BHB9jp4+tPIhs1PQfp6KMT51YU+rzoK2ONFvXAy+GRHZL46ECS6P0h0wJ5yf4afFBISMgSzUxPQi0Ew6ykoKCTkuy3C/TQ/do+V9QQCgUBgZTJjwCHc/aRWSYvflFzuB8Y6SpJzOPYK7DRPP6ogdA4GijIQS/eMsw8VhYoLh3AvAR+vwq+RmmIMHjjfkTsJ406/CK2Aanizy7Z0NO4Uee1zoU1SvWuv/VyGAm4qkNde77i+3aiStzMW8Nqh8SajHf9cgPDYU4+G7OKXSPw8M3D/zMkRBionDBuTj4tz1eIeJ1+DeDr7PSiEoOFRVh3mOHBJc5iDHQHLTQn9zHMGt2BSmQt7UnDX4cE643gDItz/PcHgZ9859ENbW9uC8MvNlnTXHEmHQvjwfnFb4duxXXvZ4XrkRKkwvL+v7YdDd24G8px+yQr/NYxwhyGsN3+6ep1+Stx35kywQ6vz+e/TN591Cvfj1w7QCWJk2aeeOB7Qu3idDhIftz0NCOYNPv08v9/2Me9MAMj27xYFbYdi7/DfOPYxOhmqhDx2bHAw6Opmyv21pwtLSViGQCAQ9gXf5HXtmkO4j4zqCwr8CrTaubmCAlS+Xlc3xikBH28YIjNTEiPTLvdczaXSouyOnV24J3tHyyesHGpEoljVy5eLWAIqycnR0TMzhtVxbU7OwOrE6Hz00WQ24e6bHBXt0TGx2gMhBqN1NW1U1Y3z2mdtXjucWNNj89rLHNe3neCoGpU8zeG1rw6PtqfMEq/9icZbd89P0bGMWxIdfXbunApnME+mTFPTKZsjCHZBLp+bw7e4qzI4fu3euHdTFaOt+xNzHLCW52jxk8q6/SR6bHVNWTQR7v87Ml6XTzb/uuDiVj/bHU6ICgVJfEF4aSAae7QHHoh+gEh6gli00ZeO6tTZhTvioeAj+n3+yz4+PEcTpb//M3SpyHmCWGHSljKYL8MX6auCQcfTgC/5z9O9tpuL4MBSaHIPEn/Ovyq85v8dDdl2Ltfe4S4Wv7ct5W6/CyAQCATCf0YWsRz6tUO4F0AQF/XKAPYWDVRuHgU+npEzB5NTZ0ASbA3i2oW7tzKMWQO3PVRjxmVnUV86B06TC63a60q81y6LWA8za5rgWpbAa8eKKruJj7z2gtBxqQrjtR+NU0nH4VttlCgyRpWuovWEx59JuRTy2tjy/7CwWmoe+25DnTKGCGx2JCMDTTbA0QqTDfApFzfmpmrhDYzdvcr1oKYysF8G7UUhwv1/xjc468zNwoU28MEDBtPfcbV8E94JkbD5ELLP825+e2IP4v3IiYabhW3Z4r424c14m7p2T7g/LfhQLC4stLvuQUGvbRHulTdf2SLcRYMXaf7VzMLj8eiq0OzUzPiH8JGMF3vsU/7HwsuZmZkJn3xKv/4sFNnExiKhfurUR4tbhfuBU0Mn9vAggUAgEAhslKju2aU61bhULh8FsVzL4aCGRJTtpSgjY/K4tNpSV0EZZqKLkncI9yareUa/ykDSeAky7qNs2dmiIrnc01MLXvu09VaayqPKm01KvZA8Ga3qmDAMaBFW/QR47axaHHnt7aPDq0Yw5nus5jS5qmZXr13mXaPqSPO0MgoYorpqGD2XMutNQjJPPrMGY50U/y+5Cm/dMtZ3G0K1alnKYNuSYYdhystxx7ncewqFAp9ymaxbYoZxC9TeCj+rfh23oqiDasE/YDB11FLLOtxdyLIhx8+KOQ4Q4f7fkfEOggXt7/+r8LirpdvhBQrFp+gD4vOiPRrUqBIeue72QazuCffT4SsCAZ9vd91RDcymcA8Rndoi3ONF6IRP88W2Zhn77FT79Z0MOgBN7u8EXAH7/jT9klDorISHcU9wJ7CVgL2W1RMIBAJhN6JhGqOdWo027JatWcYTmmNgzx/K9vZIb0C+HWF/ir9duC9pFJw6qo5jlB6mJJ6sMWAPD4aBbnc/hpl3Me40OSIlzGDz2iXMDfw0S7vXPgazXb/y04LXzi7g1EqTNCe0FsLyn3mO4h1awhOEChQmdq+mXYTi/8FnOAoNdmsqmiLMuDCph2FnBd4sL6L88HNTS5TllCEM93SpBOYbN+G3kLRnjFDr2K0jKvhJwN5AEOG+H/iqUysbOsM//3zhypfH09OdOXLXRKRW/rTQm933w5XLsQ+O7MF1r04d+mklX9xXeO1ubPxzxW4Jd37nQl5efn5//08/vfMOEu6/RDpN8a7K7+nrSfYeGbD0u1bg018V9HYOitIjYosXaUGpvUmyK+Fj+tSzzzYcf+9dEO788+chFJ/q7w8O+4GrkL3Zyv28PTx9IBAIBAILsmXjYVDlFTAxtaCHsTIVI9rxiQmK0oMimp+nKM5ho/HChdCCxgq7cE8byHUI95IaI1XQxLFYFFb9vQlmV+Huqz66nlJfbzCMjx8+bLW2t9cUsasK78mybnm72coYLWsa6412eVwR21KZrKZGpUq71cOsrXHWpq0TrXFFu3rt6pKybtO5W8M5igtrGu2wp3y5ChckIDw5yNQdLZwBbORbrW5pGZ9mT0+hk9xrsUhNmBW+anVu7o0bmBVc9dHpWgZrlidHzcL4Jez9wXpKE3VPhUtwFdWbqXIdrrqGO2GurdB54YS7nFF8gf1muNyWlh2l9US4/0siIu8I3t2aI3ePYN4DH0iNC1YincLZTR4GDvokwrDTAFGCe8LdJwBiMCLkugcEIOF+JcA5O+pgyMfwCc62SDUPfXpCQCb/VMz5wAafTMfsVFgXnk/fhscKEZFvg3B/PiYGvRgTgzLuqIpmKweCvtny9QkEAoHwr5BFtNuCMnMQ/q7zHAZXfCluVi63t2igPynws++FWTi1fvbijUuaWodwnw8bQ1l4Js2jCPLj5l2Fu0y57jmMRrCivvRHju5AJ9cz5XAF5a69dmdg/is/I9MqZ48GeCtVGYwkl2pE7SOuwvKEJwo0NXUN/0ZBA4BvheGSI97KVeiUwbnYMnQSfKcMKoO0zzZgw9t1i7sqrIVqxc5NLYP2p+1W+COYpbl+rHe7NmZcP6VAAxy2vUCE+79EdvJBXmF+fmfn4GBlpfvjIpLV8ZHXsvuz2w41H284uIcylurUbyPPZ/cW9135fodwz6pcYBPu8fHIde/rQ6NOD/3uvMNIPbK4RbgHq6+89j5dfDzv789jVq4V9n1I3+67YztyJC+bvpo3CN/qmeIE+rXFRfRwoa8PCffbB7ZHZT71b07f0w0MgUAgEB7laPcN8NorKhpzaymYmtroJzlcVDY6SlEpKUePosjM1Bfj06ruHM7UWbtwN1hqqXbQ46ZWT2sLVSCZblfpqiB+m0FJLm3fNyer0S2bbunHGYvFaJyY6MY07oEv3y1vvSWdHtccNk7jvXavmprl5YkJq9ViWQOvHcphdk3fvCCrqklRgdfOaNY4Cu2wvpW174bwRDIpX200sr9RECZTY2N9Ny6cpTONV0x3406iNpkqKlA1Kjsp9YoKcxyuo73kXEbF2SLshuhzekmjqQpXTDNr6BlxPW3qLHaOLHdUUm5xMW2KCPf9RC0aQv2IYnEgKkV3m2Bel7ANQvICYayrpdtBg1gToQxyu3B/M6SQTbgjRCJUvk7T4T6byvqtLcIdJqnyn6bbAgMDB2MW+Ukx32/MTk2NPA+19ajVPRia3N/n89HDBaEQfcOPeu4xPs7QPOEf9s72q8kyjuPn3s7uF3s8e5CNp41t7N4kPLgpDFEwIGXgqIwni2HawmFIMSWsLTQo1FQwgWyNeFCLQkwECjXKrIzEsOT0Jt/1wj+gF7ztnH7X7o0nt2tY1jna9TknG7cX9zad+r2/9/f6/ggEAuFv8hiUTKCJqSpUbQ7/jcMOujK1mqIYJi1NLkcZ902QmbWCT8fakpMwO7WbqeP74Fuq5nrcwcmjGtSLYwtmXbelBAaeyvPzjdj7+8iyvKqQqy5CZL5Yl83gxIuSqdDpLBaonIfAPM5rl0JYfhLy9xfBwHdxsV1+hIeSEYUhWlpbrdZGmZpqUnNUeAMa/jRE75Rxq7CRHV6N+pAqUNMUmSKFXIuPyU9YDPIB7IrAn1P85WkRbB7xYlcQ4f5A0azNu3ED5cjPnZNInnxyuVOINOYXt3/R/MNn5WNtX5zMi1/+PNVE825w3dNBJn8Yd3JDaH4rU4o6GhcK902nRfPCfe3ajz5KB4P8iXeOzL3C0+Cxf3kgFM4/98kb9A8t8TmSc890ffj5J/SzosLA8V3X4mjhhzJ49Fzp7thvt27dti0xUSKBWanvF55I3zmfcl8Pp7v72Spm2W+EQCAQCGGAhPsQSsNc0SLfHYT7e5du8lKs1vp6LtflstkoKr+xDNRxSUPnAuGu8Bb7PT7nwNuLhHuf4lTorOaKbG7j+cFBp9Xg6eg1mV6I6EZKzbnZprqNrkGnp8TiL+4+2GqURvqrXdNTM2Hq3jgw4HTeuYMC8+G9dpS+z5442n1pwOox3HEOurzVucRrf9TQmPU+jgU7fEmj8XhKSvC/9Y0ezhBex6YUFLDVqJHpLuiUY7M0vNkCi9yAXcHrMHAcF7Arqh0cQ5QrlZKGAisu0s/TuOrlHdisfVkZRXUv/nUlwv2fEh+fnCwUpqZK5lpblkfpyn7RXeG+mMP3M5IJue7vgFT+RLRfnDd3DEzwxcI99fS8cEcgg3w4dmruFXYJ19OHk0LKXyz6JGjhl65shh730OxUtsk9c+6UMDNVANC0UNgiyFjQK9MEp9sqPBfovCEQCATC3wQl3OsDfTIoro6E+2W9iVchl2u1yHVHsF75HsqxQLjXq2xaP7+V8S8S7va57GyWcURtBUfermjn4k1E6NI4BRXY49QVzqUoXjuIfP1RsPABhQKfOR7RqS2Qq4f8fZGeeO2PJijh3okfeMowKhWfjxcKRSqOOkqPo1YbvVPGoMC+Ehh5GqUMErW4FyjwH9ZGmGoQZUzsHkqNfcNoTOxQPvYNhxkTS4T7P2Vmpr8/I+PWrRMnHs8r3bTsihnezPaV+3/K7LpeuOrNtWuXX01jZm6BVE7vOv7U99NrN7EfiHuE+60ti4X78eNN9LPDhf2P5z0pQK77Z8PQMrM71GvzRVc6Xf4VqoCc2X4u4+z6po+PBzpvsmZWrmn6+G7gtW3aDGU26elvvvnkkzt3rl49/eJP5TvXfxAU7m98/Bq9ZvXYqvsKDBEIBAJhMeY0VyDhXuvxURdttj1a6jL3gvLpvj47TE9taBgH2KTBHuqOZ5anyTLm+uWqKq3bYC06X2kOJ9w1KU/PtjZ2K5xut6GgqPuxiFpEk5XSM3tB39ihuOMbcvgnz5sqzRG99rKK3NxWk6vYUtLQ0NlZVBQpMG8uezo3rXVjsdXibnB3HipqxMaXCQ8vL3CLLxpM2O2elZUqldeL2+5pTumt99zEau6yNLu9txe3ImvFgN3TgQvBK6UTdm0HNpGTKC2w+ztwiTKl1Fvf8Od5zAqedIWNKr6J83TNFR2Uz4t9w9nZFGVaLO2JcH8QCAQxMbGxmaJ+8f2ZzgLJNlmXMF2WHF8abek8qHb98+QPISQvC7ruS4W7IGb/YuEeE/MG2OJC4buiryQo6b5f9MaC6vVVMDv1rRg2854ouAGe+5k4tqJ+OvZjejjw2hjxXiTRExKSklCvzM8rdyetE4aEe3pCE/y4TnSfkX0CgUAgLCQb6teR027jyCmbehD8bC3DMLPI1VapdDo5wG512wNZ9xqwx/kKO/jtg8G6aXZyKktIuKfoiuBk9XKP7iCDvS1cYTwaGHhqk7fnj2DbNECl6b0KJ9wPqIem+YO4doZW/SUIy1dRbosrqoFPeJhZRsKdz1epGGypOZqaOmnE9YNKYSQZhd+amss1ROmUkaZ5A7eyMNSkuSmXHpdyCRQ36fGaG+amnsLs+4BGSa6CMuB3fKAqqSVvmAj3BwHDiMXl5bfK2566Nh2/yfwcfnj0PEyepPD66S5Z8rbn165dbq8kEu7vtx0r7xLJwHVP2nQgunBva3uD/ng4M+OzJ/r7p2H+6jEQ7r+uCl0srGp+lxaNSQKPNcz3wzvpfcfa8jbAu0AjmIbzWuA489VhyLKvP3tWLL4Flv/ew0kb3n9pa1C4v7IOPYpN+L401DhJIBAIhPtEucLkdAc63GvlDbXubj5nqNbNMNl1kJ2phUmQpr4+hwMJd02WllK0T+RWNw4U2C7abb0mVs4rqM7i0CDHoxdtnZdqclv1vWrDnSHOQLFpxBxBQiiVZSm5lVBL0+HhOIYKBrrrKlMiaWyltKwmN7vaVWz1uN2dht4iOG3Y64FE6dM1F7K7XYecQ3K3Y6C3EWPgEx52lFkmg2/IhV80ONjXF/7DEmLE5am9lIJbIj3lGh+vwfaIXjjIudjbiuuUKTNdrbK34otpTHIqn4uzYlMmOig5F3uSCX0t1cjFlujorZTnMex+3cZGilryholwf3BMiRPABj8nngnEUZZLYvybsi10k+yYhB17FJXQ5NQ8sQyeLlW8Pbpwj4t7gz4j2iDYG/OKsEsmiT8Owv0Z8Ybgz74Z8xZY+CG7HM1OhRi76Bhk79fKMmBiKnLfNfHXULadHcZK01tkObwbcFIWlHFHvBNHxjARCATC36SCWxycmYpS7r28VpXdcoipQTlyiwX52uj/aG9fj9FGORUKcNvtWq3WwQl5hzB0SRFKw9Zp++QGtQeS7X2KXnxjupk5qPNDHbxd64eBp9i9dGBWmtR+6Jh/jxPFwq9JK1K7tReXZeATHnZWQMIdM6mXJXo4/ZScE2VqaorFE21rqlfh0C4uQl1KDez4iLa/VW2jqvF3B6D/qRN/E2sjzDjGz03l8jlUlF8T1AG75BAR7g8OySpZedeHhYUnVx15kVm26541k1c4lplxvLn/cF7eclz3kHDfsKoQXPef2r6fvh5OuDfDoNMQN258ioQ7s03cdfodWf+2zzKF9O0TKNWOmI7LoL/bHJqg9PITZ+k1w+ve/3HVdM7u21vonecOw1HNzO6mptWrjx9PT9+8maZPd83wvnw+dg0Ky6xfv3U1K9y7kiXMssP6BAKBQFiAMrfbOifc7QNFZdX1tZZDpqO/gwvf0WE2Z2VRlN+PdHVNpY26Y3BaHaMeq7vBt0C4j1pZyaJJ8Wr7+nwKg9sB8XdvTURPT7rCmDth4vc6nUNwMld3dk0kja3MMhtzsye8NxVWn89hmOyNZOGzYfmD3kF/p9vhwBv4hEcDI7ejyucdwS1JSbHbl9QaLiFrxdU+Qztuaiov6+nfHR5sd7pSudHjGMLvb620evruYFfwXP6+2gkzTsddaC95z2PGSh7XZO14LlbamyY7xwdxC2D3+eT4+JJDRLg/WKYlT4g+FW6Oabkv110pKI25LfxUBNU00ZbOC3dEnvh6wjexO8MI962pm+cPSCTPgnCfgUc74p+SPRsIpcvmitdflMigpkYc/CoJZqd+k3w8VST8fOXz4mfgXgDbMbMD1cHHx8tkQiHy2FHOJjN2zQK/nYZmmcK5qhoCgUAg3AehRhmWK7qjehdkyA2BOaoUKl5HEyPZUg6T/jLqaOF0Qwh3Epqi54X7Hg67W65GN6mFCU5yq64abwpmc9sVdrDlnQovNtGLakNMfOS118sN+UeNmFK/HuOpQFgeGfhQJhl5IeGRQa+4oxpgsL/XOh37MY5MLgS+FTD2NzIa4whVix/5a2YGVE4+bvQq7LyAu1BRO2VKLNidtrxq+RBnErsCWtzdwT0pkTjPccgvYVfwOJx7bjEQ4f5gyXv8ePkv634cO9nyZM5zy3bdlbtK457ad7fr1tRUaWm0MawLhfuRqcKut+6+Akfe3WVWhp4uINy7lgj3swHhPrOjv/nsK0i4vzO2O/izpdd+ol9590bwq5a2LfS6Y/s3b/nk7OHD/c10U/mxwPEdn8O81ZaW5uZvv6Xp1U1H4FV++A0S7sK5Rvc1TWMv38cuWwKBQCCEWFGzcTwk3Kuq5HWNB/lUfUmnzV4F9IBlXlNDUS5XmbKsrNF7GaXerV7TvcLdq5QyKT2tNwdg9KrW015nipQqVioZpqdHf7DdP/r26Gh7RyOcLAJgtkONTGtjsb+hwXbF4/fW9YQV7kqlVJqSkt16le9xX7G5fe2u7B4i3B99lMpG5x1bO95+zs+HSiRsmvsxvb9+MBu3RJNWXXW5DpuDqahQjPtv4jS3Rjox3tCO9f41GqfN48edRKmsaxjCt7grlQUOX2BPSmS8Docjys4AWOFYcogI9wfPkaQxcLUzIEt+Px0zSsGM+ByE1mPFIe87AguFO+JJyTNwJD1u21whPBLua0Tl89+ChPs3CUi4I2bi3wHhnpkacvcF8bBcyA5dQl3ux2B26hivNC5ZOCxKoNcHm9wPJCfTdBwE59GwWNieCgU6cTGvomcOdMqwxCaEEjcEAoFAuA8mLGhjalC4qzwQxHXCo3GFX97ATorkcilKp8s1TiqQCX9Vx0qCpcJ9o1HPL9DawESvx6dnjUY+X6utokos3boKbBA3i7mQ3y63UfXaTvVNnNeOwvIezkVqXOVRVKfd32gTwsPLCuPkg0i4F8FHGVuvyHsBuoyihNPr8oeom9j7PC/ArayhNKydjjplioN/wMKDauuH8rGXEGZGG6XFHQLslGPJfON7oCi1eskhItwfPBuOnANXO0P2xfSGnF3m5UZmlLs2TR3OzHzppXPnSkt37Zqzz+9hqXDPeXwMSebC/pZ4Aeu6hxXu6b+FhHvOjmNvNdHfnZ4qPRAYdrprx236taY54X5yPz2c8QwvR9z2zTok3IfPPIfew4ExeJpCWNXcvHo1Tbf1M7zDe5Fwj/2tKdQLSQ//tk1A/rImEAiE+0QjrS4ZDYj2+vfqqXGbRVM5UFBVdfntDvXoFbsdLTGZ0AjFidZBay048xuPsrpi0LFQuNt8l1q9xQWj8tE9teORhDtrjLe2FhePjr5t8w8crauImObVSMtSjLPV/AH3qO2Kz+nqDu+1Q1heWlY2O9t91XJHe3lUruiAEpnwCwmPHBVpg1W+jdhcuVRqs01ikyXKLL7jjgerYpUpTo/Nh1sBHrbLXb8Re5+nopFf5ajEF9OMDFW56nDCvayyiPKdwl6rVFRoqd6rOOGukfZSvxdj1T/a2NKx1Ngnwv3fYQay5OnC92WH59rSl4lYnADdNHFxpYJIf48uFe5sj7twwRjWsMKdpue/5drKffD1zthnVrLJlqfgq6eCP7crfi/MTkXfnBh/EuogQY0HmtwTk5JoWiRCS9Ag1tOpmyAwD+kZYD7lTtOpwUJ4AoFAICybXH1wMipYl6C/1UVpjWCb90HZ9NPQLWNBS1C9BAf8bJu2E348yGXrrjmQdZ8X7hdVFymV1ppfzeg5VyIId4jI6HQcDkVptfn5lUZ8pPMxXbHlCtwBkCuupmFzDnq9InAnoMTSiG2uJjx66BWcaB3uy0m4G6gCHS6crmQqVVr+RswKwKrttIQqUcNTCdeWVuwKXpGiT4UfvVqZ76ecuLtP4P3raqnqtGhlkFY9tlGSvc225CAR7v8OOZAlF+17YnP/VN4M62svk6mprq67dwsLH285IAjvuocX7sPlXel3r/8KrrtAeaDt9mLhvn37YuG+/ct99Guvxb70zOHdM4LE53htr62nx4L3Bpgde+mtw1vgubN2XOs6s3UrNLmjlsfEI0c++ODMGfSampuFH2SeLk2c2fF+oMp9a9O8cM/YfxJOSCAQCITlo7zgPcSGZMaHLiHh3mvqtmltblOrpma81ulENnlvL0V1dtpqHb4SAwj3kcXCHazxCifY9bX2Bl+7d8JcbRilFPf+G5KVVZYyO3vzZkmJzebzeaFvJrLXvqKsoqf6qrrAfXmP3NDRXRlBuGs0ZWU9PV6v1fp2rVbrH9CbiHD/PxFIuEfbYrmchDunylqHzZX3tI7b8rFbU6VSp63Ej9PcSuWFEoMcG9pRKi855Ta8cE9zWev9ke4+sRztvlw1UYmTf7ONziqFaRazInCb7eDShkwi3P89GMFUTKbwF1Fb0NdeNhKJCKppbseEd93DC/e3YAyrOOC6xwlK4z5aLNwFgthFwj1J8hJE06+LT8Or+zlpE+9EwrMLTolOlxkMzLeknqabkoNuPOqTYQsr98HU1JNJibyxVNRos5gf4IQEAoFAWDZZDD/YKNOnGIBsuw2KpsepPeAuwnY8SoVa9BjGYgmY5DppoB86lCEPCfcRnVX+Hrjtk8FaDlQz7b+n5yOLWw0xYUChwI+fBGmiL1I4wMCXK4qwpqAmLU2tVqngVoF8Y5SwPOFRBCXcC3R4nbushPuoFu+mM/xJmCSMTWC16kepYi5OT2cZD0JlEzbWY2YMsEkDO84UxiS4LVG8/wFLnxZ7qQJ3KhwqNN0YA7rNdk9jCRHu/x5EuBMIBAIhOkS4Ex5aiHAPDxHuDy/bxU9AVYxMnBdt4WKOJCVDknyLLC9+8afULHgHxHEokM6ClPa78UguI/H+rvBjUNuLhDuPh3aRzgv3mUA4XQwnm4r5DqamPgHCvXxlaCATmp36koR9vZvEe2HlGtFngl1sn8zKlehwM7y2JuGqpO1wBRAiNoGdpPpswomFz0wgEAgEPOc5e4IJd6fxFHSlU9RF+BFVX5h1Vyk7l6vTIWnMtsuwExlDeWEO1Sc/xPeBFveoG+Z63FnhbuDOq48s4yy/QwvVMBYrvggbajeMp9SdWrhw4EzqspnIs5M0xsp8l7wBXU7w+fgAM+HR5TxHHlVxg/yMnnAfiJpwt0erX1/YsRSeXIVHZcCr/zpdA+XFliKVpbmoTvy1CgOdMofU+NEIRSp5lEGxPDlwz0Ei3P9tiHAnEAgEAg4i3AkPLUS4h4MI94ed7eL9ooTY1JhVAux8gqXsiL8NAjlDdjJp/kbJWklGWOEeUtog7SVfic7QryVksKkWFiTct0nmP4hvBYQ7Iif+ROo6+OqtuTqYx5NPQy3884HHifHXoMk9Ha4G0iUSMTyRTIYOH0mCKUxIugu2BKanIr5LzQxK9/lTEQgEAiEKXD5UvASDMpegXaZK5dB3c9zQ5Q4SQX2IqtJqVRCXUak4HPYbBiz1QeFeYXTAt9VqJ3Wz0IIwqLoSVri/oD9l8cFp5PmnjNib91DEnu+ExE2tdiB/xMjufg1Piq7bUgKv1K5QR8vcEB5lno467hQpbtU9XeRLQEEZbC9iIChjw398H+PKoX4dV/T4HGNSXVF3Y1YABnknBz96dQQGxQ5iV8Bu3PeoEWxlE+qUwdfoaNCw5Pz8e44T4f5fQIQ7gUAgEMJDhDvhoYUI9/AQ4f6wk8gcmHl8auzDd/f9Efd86YFoy0NoNDk5LS17x86u6yr/apoV79GFOwRgvjpB06+t2bcvLm4XJFwQZ4bXLxLuXdDgODadA4+Uml2bTn4koj/9Zmx6A/sUP/9Iv34cZqQiNBuaVq//ZMPu/T++/vr16zS9bh06mpiITvj6K2cybjcjCb/vzHDT1q3NK0UB4b7m6+Yj6NQEAoFA+Iu9c2tqq4qj+JwwOQ/hNpBAwy0hCbmUwmDSSwAbESMl3CwttbQlUUuaJhqixCKtoYhVQFsqtYHGGAy0taZGkAIqNNLBW0WL9/FF3nzwA/jAB/C/z8mNNtnB0XFUzm+mKmSzEzHIOuusvf4J8GqGL80Ehbt9yTdhJSZNSa22mQ7jAlvone6aIObV6oEBmcxg8HjoL/GsWueb2W2aZXWXbp4QdYm97UohdPXWu0fCwl1u84Nwn/ZqzH5ul5XrcXZLvF4lPaQvJos2p48r6u9Q+XtMa7BhRpylWRqJkwdbilTqJZfX294u/BOFxwz/N86xRvSuSpxAla3ANWcNtrTCoqmd8ffgjoMeUbbpJoz++G9fRFMtV5ekxL0dm1cEBvca9tzpNo3I4BzDXYkcUfbMdw0myJvNzQW6mrGv1uR3z3Owr1bpchFE270NmYxw/6c4lr43tSJlV/ZHeX9K0x5PfiX7RMpvqWnptH++AeEOnvsh+MybKSnZ2SHXvTznLuEOM5Nuh4dDPZi7i0zJKUqnU+670/aQz2eGJqkeS+klc5IPwEwnsqgIkuw5kQ1v5JzIH8pGZn5+6vWUU7Ahem0IplmGgYGBYUMgyzLEpJYH7TKTZdUyE9HIqwfLbQBi6fM8HgoIE0SomEPNsvKbwV/ksSD4Dhn30ADH6JnxXrDuQbjLZ6mCmkZeU5Im1rNHUIgHVVaiE6LytjJcNDcrqQ9iwvNUWB7vkTJsAlxcffg9FxsZx8nn39OMsg6UcBdIcG76kY0l3AMi/Lu8Gaab6fFzkzRJN8G2x01NFcrGiC4BdsYrqtGZ4+I22UinjFKrjXk2gBHu/xRCZfJPrz52ec/ojfIzX2/cdd+yRZm8+6Wfb6f+NnrwwtM//QnhfvjOnbfeCrnuDeXb1wn3odd7o4T77tLvyH2nb+xM3fMevLIHHswme69+GXys5q1y8t3SF5N/OnToxg2SvP/+V9E4JvbtPb3kyb0v5+c8cx881/3bR09+Qla8/NaV5ynhvvPKF+GnYmBgYGCIg1C5Ah47jWG+scNq0LU4ha2KFSLgqqoydwUMfKO/vX3LlrY2glgITrlRs/p1UunEzVpPtylAqPyhU3LRwr11sYmw2ud0XXrjytRaW3t7ZdxTppY2s1PP1VlbVCuuNW/ro+Dex1yX4R2oanLbb/bbHRzXWltxsRJ7xo/h/0+bzWMYXMQdOxV6By51OJ14q1xb26KXZOCt8gWDqAw7q6hNo59xanGv5YhSobMbF/CvxV8rSmDbV6+oCccaNrSj0RgMC2O4QWRC5cK83Yi/8m11u7u6YrxaRrj/kyTnpWWWkzszc/+c6y4D1/1qzlWqEP5PCHdUBx9y3Q+mrhfuJ1NPRwn3Y+mZ5PaUlJSKktfglb1QuJfszd8TfKwGKmre3fo0bJqOetxJsrAQfXpvUS95LXdX/jtg3SNKoJ4mJ/9KCSqMZ5plGBgYGDYEanAPBWUMUA3TSYhU4xBKN0PZtAusynnw2ymfsayMIFCfOwKEO/h584SUZyqzE0ZByGVcJ9yTmohOEVjoXIfYhG/RaCsb5jXyDcSvKpcE57Ur5QqOH9puOrlSbR9+S4bNwTZxLeEvwznYQvksPYgAB3rj4stgmjeacMdb5Qr+BNzIwoJ+uPC2PTo+YpS345YkJRHEEkxciE+lrAlGJITulcWmNWanTFC4S9UxaTKvVEWwKWY1NGVt2BfMEJctQtkDuz/9aOjgJ6l76r4N1S8mBLnuNQe+uNzw+dXyPR+gAsaNCPfrSuVPP9Gu+9df7wLh/t4XkXtVSLif/4LOtMOVwQNnyDffHHrpzu8ln5TkXiz4GiLybwUfO153m+y9DcEZpfKll375hSQvUJr8wcc+I0cP3nn67aBwT93zVO/2Uzt/owcy3X9qNPfb8JMxMDAwMMTEZpwzGELC3TCDgjJjEralyUMY+vsh1SslLi250MLZWYKwUQadwhawXrrk8Utm5RBtHyF4C6HToSHhrvQmmXlg5FtH/BCXb42fbPd6u3ukbp2Oa19YGVhrLpbFcT2PKKttWvWqTqeb9C3gt2TYPFQql/pXB21xbtDQFA96dJNevD1tk844JYms8jkB568m3KtRwr0sQcK9f2YBa9tDOH3O3rKEfy3Dw/PzbdhL2+keB8GbxUXphW0Kg8FsjvEIJdwD8MMeA59ggROhR6JIotFgL68Y8BzPu1g0Ct72/iilvSFKqUL4hiLQzhsT7ugfadc9NxcJ92fT1gv3PWkh4V6QvB++YH/y05lvpLyevTU4ipXmOIxhDc5OTU7OzyfJXOrYKuqVuVKytTA1KNzLM09Ayj3U5c40yzAwMDBsgEiDO+25d0I/tIJtgempyH9v5NUSl7Q9aCHy8CSUQWcT98NDPsGAHIVfWASPE2qmCAn3LLlJ4ICtGllNZbiODbZc7tLOiQxEFww9tWCGngpla+JxVgBeU0BQj9+SYfOQAbeLWAK8VV6scoj0+IT7rNidYNwpKoMRwRxhLIkT7ts2lnBfwtr2G5qayuPx4RQKDo1WmuheBQxNjtUpExTujpBUt9vRKOQQN3WijgiBOWTaI+x2d3C9VM1bRjjHzWLEOYViGwWTfIuLUFmz+8nSj87sKd9VVFcYks4b4IWah779Ovv31Hf/jHBPTi4svHy5oeEwpFz210X6IS+fvEG+Xxf6ki3Ca5RwP7Aj/fK1KyUHr75zmnw7+NpkL94h941SJZBC4SHY+KmnPv1UBsMFfnvnnaMXaz5O+4QS6qcP/zaaQ26HshqalOeu7WYOqDIwMDBg0IjV4aAMQdyUSlnceaPFq5y1Bwg+i6cwmZ2E1ZSEllZVIeEuFvvUk3aDYc4+a8miujzWC/cA36cYWzbqJ1kOgZQILE8p43YQKxTj43r9pLvW4+rWTLe2FhyJLdyLt9nqnVJ3wK72mV0DGnh1f6rWmOH/y6JWxReUYcMp2xRWHafqyJH4SzKU9axJty0L52A3m338iTasD27ZxuL7OLglW5S2ObvUWYktQWriWeeTLLh3uEXhnBnpxl4htLY2Nvp82IsVdo+b27+E75QZ98fslAkKd3VIuHO5UZf+G6BTNEd93arKQ7nyZvE52pTHX15tegqSv81+P+VGauafdd0fSztLedobFu4I5LqjsvWi7IhwT4MymJJsKq1OsZcS7jL2I+l1+Z+Asf9OeMOCwouRMayFhSDJU7ZuRf95Ua/MxeQdhW8HpXp55s7gP9F8WXggvD0DAwMDwz1Iwg3uiAmeR6Xn+2Qy2SIkya2qJplXuwBzUymRgIZPSiQcTpfoEsTR9ayQV7deuHdAM/Qy/PUS16j1EFwOJkMrFqtUBKET+QRr2Lrp5qQqaK3upDrmmcZ2hii6BSw+BzNaF8I0SX2EFV8+pJQJRCOqRdwSatzpHP5UxUYS7j0bSbhb+WuYe08o1u9bN5I4Bqh+ncPBy+AqUYBLZeDi0g6324iYYpoS7rRLDkxPB9MwYSTdcLA9jJMXQkp773q9PQDe/CXrTcqV7w900ab8r78iPa9WIzu+adxF2fED8ATV2AuZTcMW4Qt5Dz12se72W6MHi0ofTLQ8wgs1F79GXek7R2+nPSgLfS/vFu4FO9KjhTty3fc09JK/XT1UGnoPIOG+60zkmS/kHybPP7kbOuDzntx6puFoCvnLoXTqkSOyHeT9KSfoZTLZfffdfz9U1aQls4fO9pJ1Fw/ILuynD6S+MfTUfSG/HXHi4Hvh7RkYGBgY7qLd4u9AfY40N6VN01rrhIMzLTGyZnRGZ5v8SPuwh9BlUYIFCXc94HPaFCKCtxz6n3lEuCtbBQEr0WiXqsd7JNPV3ipiwhNLGmyxWOrrHY5AwOMxmxc1Fku8vhll64B4XN3CnXQ7xldMA9XN7bjTdgybDGXrsK5FYIpzo4ZGxjNyW1qxg/9NPSMzTgXu5KSw1dTY5RvHPhG7nufmKlpxDra8h2ewJ2EnKzVbuvhG36PYZxKz7NymLNzVCvWzqtHgNpEP+Gak5lnMCrbSMtEvlca8V5GoVaZVromS8a5w4p0X9OjdXN29RnwIkQgtcajGqS+RwAbTZUyGJkxN2l7wtlPTShMtjIZuldkOhfCRMax3C3chjDuNEu4IVAJzI+e9cModCfcrRRHhnpZ6ncwM9ri/mpuZch/5Sfh15UVvRjfLIPMebbk/rQay92jwKgnb/QYp9wiH86+Ft2dgYGBguAtvGVjeYSZ4Y9APPcEzJ7nAb9dR4x2R6dZBL0ZigM8Xicxar0xECMJ+XkS4t8t9Ij4xw9fzXGXoMOAUFNTEiuIKy8pQBBfVwkskOCmeJZdwamHLRq5avChjRDvDOtrlRkKqxafKW5GFi13BFnO4xIocW8Ai7yM6EifcWQnGnaIymAQJ97YyXdSPVmyqIGmSwLbnwWQGOfY2VlnCqalo3mxjaHDDXSQS7sJKZVYEb3OI6rBHP0BJ+kWTjfLktU1BVx757np9IGDlW610SJ6OxyMrXuoYBCd+oX4MfHgUirfgr8f+rxTUHPv2YvaZ0ZKDvz/+8UbDRbRwH738Y8norjNB1/1u4b5FueNu4f7sB6fJ/KtXUg8eTCtFHfIfX6gg80efDj/+0WgF+f4hugjm+IHSogay9+2HH6fPlx7IP0HeKHyJXjg6SpKZma+fuFaXducwOfrNDrgLcHLXUfLUfZ/dOA3C/dR9IfF+qvdKGnNAlYGBgSEmQmWV42ZYthvmVdMak4BodLthKimf6LKhZHux297PQp1eYvHcHEGMj2s0MP40hnCXD7jGjXrrjIHwKDTVrVR2dopoXF1a/5zKR23dgx44p+YeHzeZqqvb4xidQuWaYgWi8nq91GPuVkzDjni/k2HzYeK4by54cWasUHGOr5vCVh5mKD1zeqkCO3q1mTM4P4JPuFdDwn1hCifKUcKdmyjhrh2/Oa9ow70Wi4I3MzKFvVpRKicmpNL4YxMQPR73TU4r7ntX2VdlsPb1xXwskXDfKEdkXkrAK8Q9tCVPG/IiOK5+L518Ljxm5C3Duin4om34Qsz/MzVpr+WfyDmR+0oyTEnaCLRwzwyOYS2FWPq9wv0ukxyRm32avJq6Exz+bDDJUUVNBVmRGvH6D5VUkA+nPRb86NXcIYjHPJX7OPXRT6lXoRQ+2O6YmUmS2dnPpLyfeTH9MFlegvR8XeZhch+IdvoPitPTPAUFNQwMDAwMMciAbO98+NfiDGTb1yA9ewnuYhugvZ2+p4+KnKVgvsk4MDWeIMTUmPVYwr1M4lSJqI2awpljEO53WYNbIDRv5nYRBJcrFuPcogzZotgHUXm+SCrok2fFX8iweenh6UV4G1wpXgod0Yi7RCblr/JCE8RigxLuUnzCXQMJ96ok3BsVJdy5iRLuTphnkCjhXpso4S6T8flxrPIw9Sxuou8ddbyFOpd+D9HCPSOjeh3yZuylyXqEBcWIVotljUJBYbOdm5qaWlkab2pqEgwba2trWe4u6KcJ9OsaOyZQIH5EKpU6jGrw6AX19fVVPeckEskiPHlzBvZy5f9Cwe5XP/7otb3fZe4Z2lq6kbP6tHA/88hDpWl1Hwyd33Pto08fuLwx4f7y6Bd3bp8sKTl57dsdL358Yp1wvzh0lbzybOjjY1v3kts/u77rYN1HD8Ak1fNnyaMXgqNQ6+pIcmjovfd2vZF5/p197+Z8qtzCfvBWBTS3v0n9eXfnU+Uo835q3ykyJf/MxkfEMjAwMGwmFCvuzoiz1bFqFs4OS4lOHWvYow8QvxYjP8t7qXHVKOn2+Vpa+PxAwEIVMbatRd/PZxEs9bDTCBUR/iYpZNwXwq3afdaJKOGeNa3pGfMYIbkAyXaTyWIRxvkF31pt6mnySUdWHZ7hFZtCI8dWXzBsUpTtggnVMr4Ksl0lDbCoN3JcFm12w7AEe6a0XTGhNy7Ee7vScASsgKIYpxq9JqdBKokthIO0t7snjEZsTp5t8rmtvmLspazNZjDQxa3xULb7G90e/NTUYumqbrI49j2EaOEuk60/mPq3BdK98lnYziRZAYfdx5OC294Pp+LvphHl4Xl+WFOFnnzzjGVLTr+V+nrKM9m5G3HdI5NTawovZH6Y8nbR93nPbky4XympYd9JS805kf9Kenr6U+uE+4vZL0P1esggfyQ9l9wO7nxF6vm8A+zk7JNkSjbV3g7uPtj7mZkP5V3Jz88/Ch3uF5OPsH/K+zDssufk78pEI6K2U857CdMsw8DAwBCLqqBFTsPl9bAXVXZw2x0Sl8pNQEAGaCY6VUaYnwrZdj6fRX+OqpqOFu5c1hxY925eTxLqk4nMqLStC+O2S7ohMG/g6wTjZdhymGoY3sSFX9F2FUeCdRYZNjMo4e7DprRB+4kmEifcOzaUcA8NBI4D6kbEv5Y2aFky4hPucnnihPsUWOXUJOP4oNMocmywB33vWBzsRQR87/rhZltsKOEuoGPpHg+431E4HMgIj43P7wSDPMIYGOVBFMgwp2gO9s9nKJEZ7/W2gROvmaWc+G7KiQcf3jnMAx++xc4NzE12NeomJlASHj25x8MbdDaBCQ9bKxRouzj/Cv95hI8cK7117drQ0J6hjz564AH84ohwV76w47E77107f7YByeZ7hXtO9FZpl0+T5VceYR/Y/fSd7NtngRtkyuFD4ccfvDxKfv7N18GPlI/cId/sff2LZ39vaPh96+OHLpO939ymH3rpJZK8enX38YuHyvPvA4f92fTjbOXxPZ/TE1NJsvfowVe+qThKXn/jOnxUMfTFRm4jMDAwMGwutkmMos4o4a6WmAbqRR06VY/JKwnMBTywJqN6kTCIJlpa/H7k4kUL96YlZPq1Nvf1zBGiOalnYcw0ayleMnZFCXeTnduPNIawvVrS4/SvrhqNw85um6YsXrI9q31AYXaqpaurtTzOmGRxzcuEZBjioNCyrFUWnJueNW3qbKxKoLj97lW3BG7cx6dZ6+wcGVjDrGBbqu2N/nH8XDCFdNXepMSesO7psRKSAexx7eaFxpblc5gVQEtLIICfZTTboycGB3DTZIXVi503nfGCPZRwjx7ctkFm+P2h8neK2nDfjFk7FrLs8Zf1qB4WQvESVFUzrHLEKKiB/2NBRbyRw9Fq0Xb4zf7bKNMvZkKze1FRXh5+YUS4I5LzbmWW03nye4T7jeit7qQdhYz7T9Q/l4LrnpODDPG08OMPpT1MVpRE+htfhEfLkwvhkGpKdh3Uwu8r2UM/kJwMlwQ5B9jHk3flo2OoqFeGzf6ghK6ERKD8/XXyKcp3P52PyuEZGBgYGNYhgS6NaJblA1TCvQnaWwb4OtYyrMmCEmz0ixAC6Ww2QUQL9wUtUgaWsnFeI9Eo8nAGZOgGfw+PGyXcFSwu3w9/r5RrOH4oqulUeSTYaEOr/JzWDea9jjusnaY2ZGCIA0q448Me7RJXooQ7m+3gO/6OhDtcyv71cacCwTyBT7gXl/mhDAb/etmoTxG/olvQFXUWJRb4/ntKuPvB894Aq25uIEQXdxLk+giY5DS60FhVrn3SHbHsQwb9+AJtzE910668hnLk29osxa3eauTDLy4qTCYbuPBjyIX38WodLauBLru9sRFuF3AnJ9F2aCMzbGKDDQam26r/TyF44SMHHkt/L/f8+YaGV17Bue5IuJ/aVxf8qOD4gcduPdsAEvmz/RceiCRtkHD/7MknI1+W/vG7YeFeA6770FlkkeceCKnqHR+fJa9feTa8/tujveTrTxx48Om92SUPny0hT1W8QT9QUJCT09v70AMFBekf7yrvJUuG0IDVL177nBLthyvA2N//3taz+26cuAEp91NH37hM18EzMDAwMATxTg9zIw3u0POoM2oFIwHCzrEJs5pthonlMfajA90eBzHTojpns1gyMgjCj1Q4gGSKy7Y4MFbvcThWLxFSz7m1R6lke5/TvU64dxkcA6b6caOxxehzLo0tznrjihvNQE/VoFHKMtYOm8UmTRu9IQNDTOiE+zR2TZuflyjhvm1Ab1jCJty3ZCRxRxIl3MfM/VabBaftH52u71wdw162ZmRMTo648Uc7B5aknU4L9gpherqz02zGrWCzzZOTbhf2B0xpdnZ2rMXLmVDCvSpsl2MZ5jnWuewJWtyj6eKOUF/gEyxQW/VRjvy2GIfVs6hqGhdnXOCH9fq7N9LDJ5tgg27JIvYA8X8RYd5DqLMlMxPnuiPhvi8lJNwRx6mM+9GSM3nI+6ZBwv1wepRk/hYqYELCHYF63EnytcLQ2dFj6Znk9dTItt/C7NTXYUNZ4dP5P+R8Rr6Z8kPoofx8kvw0Dw0FOANtMnSvTGka7ftXpB4G4z4teW8KYh98ZmdmKH/DwMDAwEBRJlld95utkSvlueHvqzCb9NGyHmJCa2MXizkiHcGH0C0oEpkMzWKkvxgJ976kc2I1i09McOejJqeiQazRwj1AjIihv4KYEbm15+S4W/Nsm3hQZYXKN7XAVrYp+5kZ/gx0wh0fTlkDuZYg4a4QdxHd2IS7UKbgzyVKuDt5ARHe2fdKBBspgzHy8O99CU/PT1BMI5GgCcf4NX4o0sEvaecZMaNiKeEePWMJg0nSDZZ4ND0ubZSwX/D7Qw67Gp0UoICQHXS4w4hV/QT1d1rAG6lV/mWkwc31Y9RmtvATLSoUoN5N6AlC20rhSCuXi8rg+zvQFrUQv0df7IJFpqQBTVuzt/i/fpp1S3LNrVsngf37Dx3acSzWvCwIox9KJZ+vuBz1mYJk1CpztOTs/rpb6TW0Eo8p3D//MCLcC19ESZaXv7x8a0cy+r49sGOITLl+Jvz4k1c/IX978FXomt99IbfkChw23VkTvC54+GHI2JSiL3r61tWU6xWlNQXs3Q81bEdTU18+//r1nRX7H6zbVbF9+3YUpTn9VNGOyNMyMDAwbHoeLa7i9YdF+3zjPPwJ6CdmZmaM1a3sZokZhPvYlFYtBeF+U6JAjdDV1RHhrpBYCY/fo66thd+hTTBFdZ1wH6+kf3cIs/rAWRPBzXIjb7iqR7NGD2C9l/biRcVKvbpWpaqtHa+3KdqKmVFLDAmYFUv59dtwKldYbOrgJpqahMadJmXhTO7WpKoZuwLfKJkl5daq23BL2NNNxsbBZqz7r9HMzJhdOB15pHKMq2cluIhAxa34I5nebbUz6nrs1NRKOWjm2rhV8H9XjztCWDYdkt4SSUjN+3gtQQEfKaxdzww/QK1QU+tRo8xAWfR1HEx5S0rSwhUCD8a19t9VDI8K4f2cJa0kSVOGPS78XyEvLzs7JaWk5OP02O+fp3Ovgq8dCacjUI/70ZLUlJ2ZHxSi4Eoc4f5JfrSCfpmyyMszt+Ylw0cFyftRPD386Esl5eSJrXSvO2qVgeRNYSH9UFERSV7LpWM5ByEq/0ohytt8SU1NPZv7HeTbH057D0pqQryxNSqyw8DAwLDZsZSpo4rVGrmN1C9CBArDtGmHQbiPs+x8Kwh3EW27JSVFhLtNbCXmYbGDlwSjzbl3CfdQdlYpd4msaHteE37Me1vZuEAHr+dX1VKCmDADQ5DECfcMuHGUMOGuFtXy8L0j6KdhBJ9w90IZzIIWez8J7j65uQvYFWyxmCBMZbiLiEpZE6EX4Bsw2SqVSIRfMSt2EwJsYRM9NTV+ec3fKdy3FBeHB6tWR2x61B8zNeVymSlh7lz2UW57rRQJej030DER4OrBS++Yo+Q7SrIP+gXIia9CTvw5hamvb2oK/RGLIQJfZYYtBnnG2ha4FpjomIM/k6wWqRr13HDqq1xTNsVikqbagr+0+veSnPzii3v3ngcupMVy3S/W/RZTuF+vq9v7Abj1H6QdOnYgtnB/93B0N2PD4X3k1YPfnB86ebl0R0FBwQfwJb8XhN60u8+XkBUXPqb+Wfni1g8/J1Nu3z52DH144QJJflVEO/u33zpNNpwsfUjGroOQDLoO+PLkh2TFw0N1uygHHrEz8zJzQJWBgYGBRljparLDiNMQVihfn29080ZmdHqUjdUIjMQlqaPW0+TjzvHnaNsNCfcp8PqyspIUg+p5SI02cc5J5FnT9wj34erWSu82hat+WdUIURqeU7LYHMfVqqzctk3sGvY7pCrV8LKrb2Dbf/2+NcM/grCSo3eo8YUhra4mflczVk63Nrfwl6vwijtJ7eAO4sedojtQfUk4lSHMOtfh/oO98w9qso7j+D3b8fwxGBx7JgzEwRjbgOBoI5iiSIixgZuiBKiMShcOnbNNiYxJWAGVCtX40dyEpdVyoYiYINLRD5WKrPSqu7iuO++yu+7quu7iruufrs/3eZ6NgfCMfv/wed1Vsn33Hdpw772f9/f98YYog/F6dbqBdKbgeW++FzM2M1r7eXmjo7KFWhxpmvX9oslCJomaly8d1JW6F7z/zxTui6IKHALEoSIk5CeEGlK+zxeVR50yHE652IH0PnqIvxgT1cI3JJeSlfCjQZPn4ICPhOCoxXrosaplDjP9uwkPR7NJn+O/MY/r/kbMO/MK911RO8OfiCmOOMPPgCGn8wp3HCeFN01xwgH8cFpJyuf46ylvhC8L24AM84DCfjDmXfzVGP/TPJbyAb4yLo7aMCoKJyvhES+mnMGbIs5Bs8x52Ai1uF+Gehocz41fG5iguj/ih6D0PQsLC8ttjVJunPO+JQLXXQwhXA90ucNIGmhxR0Y5TwE2ocRJPQgJd1StplCMkPZ4m/gesv7ijluEu5BbKM9PdpADWK2Q62Vw2+Xy5GQnUYNpJaaiasX/qe6B5S9FKfeKhEXM4ZRCocb/4l0I9OJlHneKymBCjjst4IlClMEoFeNw2iNEGQwqV2G+4oSmpk4wzhGGGccYJhYzrAAKVLYQVyvQxFnIyC14v1+45+X5zXI/A/loatJv4yzqbp9NxZLZf5zKJb3k7VDoDg9IlYKTHojKO8h4PJLyHINtN7TJQKrdY0DnUTnonokJtMgOrntPTwGJiTcJ/0z4oIUGDHxYPAoevOEGR6Z2CTsgPF906hBI+PyysvT/1GGbZcsOHizZcO2RlJQXn70b3OxgGIT7snsOvrFhk+DdIymR6LjqLOG+6q4zc4T7lddP4o9nZmbufeTwkcc3RB48vKUJXxuIoz/w7DV8i8B/WDW85DJ+9JVXBIKDB0HTP5idnbPiAfKOzMgVINyfXJu2JhOy9zhUw284eAQke07urlfupIX70ewTJeeDnpiFhYXlNsZShMYbgTdFuu6i3TqRWWcssjf7MFtpbV4vt3TUoxvy6aXcJanwBqihHnTqFHLcpdKJCaNqaLQGczdX5M0v3DnwNtmh1siMPpeMWFi4l5VJpXq9Wt0ocwnHC7j52+e8VbOwLEh1vmqwj8uYTs5rJZzqDqYV8JNQQIgsZUwfGJVlBSKigFnlhnk1NkJB/jQsRJm0A5PlMx6lXbJEp/N6mZVirZejMy1hbHHMz8ew5maGFRCU1492ypjzNhX6DlF94cIznGjhDh8T5opwN2mJ/zZMIJPnUKdY/N8GVbB+THoINuoTt4Fad0LA7xaQjvdBOU1PMpxgJT+r9Wa1kga+EKx7lBX0UwNd8zIYxVowJzT/n2BH+PuRCXEfJ7xG9qTPsLBwRz3uieC6X4s4yT8xV7jvCEdF68HC/RHItlyOWh+2emkkDGDNjalM2IIfi7qLvnd1WjsewU+hv5LDJ4GjERE4HhODvoyIOEpvtSrpJRDuK6HN/e6lqJQSx/cujYmDhXgE+W+KAwl0CTwLCwvL7U4bfeDLSsr33TDsVEcUgUnuhU6ZfHkrT4NZCTX5nsWF6nUv9SA0jREd9KI62gaxs/Q7663CfTdnFPLvhHA8qxa2WlC4c7loM9SjUctlvXaW30QqpLTdjEX/W+W1cFADXUBioFRIhCiDqeLqMRvzEY2wMKdEHaIM5g74SXDBgAQGFAoMS05mPpbdA2ZyD+MKJQrKM09NjZa7MJmY+bedrmpkvFpBCnfpKbsb9afPwuUyhip2vwWjWDx3m/Fxe1ANjbQWzU1FcFsHoL8dUdhbhQarpm9XpqNu96x8VPTecAoK202OCTDayXmuU1PIf5dIdDqbrb5+qrxRI/Q6YHsUg+9xuwvGTZB993q9LqPaBe57p4Gol+xuGa0fckIBjb7PVHrqkAVmuk5PV1enpzM3gv47UCrvvu/c44Jnrj3y0f1PrJqZPsos3GOV69M2Fwsqu/bvx09epCLq9HZzhfu5rjP4kc0Phu1Yfd975yoFR14ApX38In0ANWzHW/F4080j/kdnRuJHT57MyPjgg4sXH3tsxYr9+M71KH+/+t4nmzZu3HUio/jS3ZXb0PHUI5vP5ebAfzduQ2WQFE1xx++mDs2ysLCw3NZktTZq0cRUkc5sHsTMEg/YTTf0tdGpJk1NudRyyGTsx3RGPcTSE5Wp2HAbfULN4cAwjQaNN9ePCCHjPrB9rnDfmlhVN+kiMImTA63tentqGXdSPY9wj1VWTE9bLHp9Y2Nnp9frtk8XLt5dY2EB3A6Zpzl6/uY7CuX0KYyoHWNYAS9Yn7OxkXlMZ53da+UwWM/A9nTC7DAxH8446yr3OKIZhd/YGIaNjTF9hE1UlmoNRmb3v8Lh6O5eaDAxRe+0BhO6GWNGiWW2/k7j/Pcp5dAM8nsnp/5OPHSfOyqEJLPrQI8UWedc7oBi/t9tHrqTqqlRqaZu6ZXBYMqbkyMU9/EKkqVQDV8lL+TWJrvJYayjQatQZF4Gc11hCKv8P3NWErnucXExQa47s3BHxIbfC657E74tctYq1NseLNxLBDl4Rgwl1O9JKoEyGDhbGkn1yEBaZ+lmPDuukv4qcelbKOOelJQAJCVlZGzEN9P5e9Qrczg+By+OfAZC8zj+TkZKPJrtOpszKcEFliwsLCy3KaUw6hQxyhmCpLtNRYgGySKYZpVB1Cjtk2ghmI5a3FElXDMm8vfpIXscw1QqLtjjKNPr1zIzwj1aPpasIePy3uR80l2sAxP/VuGeqJjm8SQS6GSDgaxyxmgwC8u8tBGhxp2mJ+tDlcEo5TewjhBlMGeFMkmIKnhqqgHzRSOLxEAeH2EAXdJi/mlYopjAZEUhrhAgh5lxBdkpw2MclbBVPo3GN8x/5wNLYXQOKdxlgbGn9IzS+VFR7et+XMaFl8pk/f0zmxLE0JCWHLA61N/JcTqJ+vp6m1NG2/RCMbLO9XreONXn3gDWOGIsn/Tk6+qQcB8bQz682z1eqne0wZM3wlMY+qFXxqPVeWA/J3jwLm+H3jRe4B4f6etzdPjayO9Q1SibgnWjOp3HUz+EHAuw6eGJUlNbW7Omofxd+W/+ewu57s+cPnzuqfvXPC1fhr7T0MI9TBme9t6rD+Ebr1zJzFy/3n8rEu5PB70sXzv8ZkC4h9/7fEnlmyfxfY+8tx6VQ8Lf7avT8JXbMuiWmdjVa5qatm1bterllzMyNmx44YVsPP4SVQh5DaanXnuxcvna4twT2/Dspldvnt7E37+xaUsOGs26sok6ohpx7BF6YxYWFpbblt46r7ObNpwk4LhLbFqrzjMZnZfotrVYbWJ15w3nKDbUjKxK5YAd63afCkusq7ZYnHBg1Wh0uwvBHp/smyvc85XVrc32EZ9syIzZvO5WBekuKiwdGMcSLLASe+vGasdLjcbOTqNxZKS1NZqtbGf5rUQrNVrXCLNVXujwSjTRjHK6btqAmSzMNd6pU5zyCcYVYRa71jrGeNFoWYXdbBgJMRPJ5ZJImH8ays4KMaOFySqPVRZqtcYFrHI/UpPTWlDG9EzK6VTM7E6euWH9+lWr1qzZk3nx4qXI+L2Xbp2cWlRE2d/zUT1rvlWiXLHgSgAVr8/gEFNt7lSjO/X31kIMSurJdVSfjCn5ENoua86L5A64zQ65di9Mc+2fs+EgZNvLVW3grh+CdPsAt7ZokjfB6STqgxeh864jvNTflMH/Z3gr7Rn+irjH4++C6pdFCXfgOqTcIZTO58/k3JFwpwae0g+CjfzCHZGZ8jpkWp4JpNwPIgc+0DJzL0xPxcNBe8fE4HhCwv5AISTqldkUGQmTU9HU1G1xd8Lk1F0Rr8TxBWjCU1Mcku+I2d8fCwsLy20ImhRJQSXcEQQMUUQN0Yh6eNvTYP1kwn07DGJC1RLK5AJkkM9kZ03i4TnCfUxRICRQsh0C80JuGX0fCgj3k+a9n2jpIVU5HP8SicXMQVwWlgWpUhigh5zZKh8gDKo+xhX01FRmq7xB5FzM1FTm7yU9y0SOJGZEIlGpmFfkF8lCdMokKs5iWFERwwogdKdMOnTKaLOCPiFERUVGxsQc498E6QWjcWjhnorcbIrU1GoIms9P7/bgP+Kt0SiSviCpQZtCZL1hEjLrFLyRDr9nD3F0CmSKI+olWp12iOAYwJMfKkeevNHrRXa8yUSF5KmM/MB0bbPF0nzI3uMumiw1kRuirTphC49O0jJK2GydGqPLC+l2nl7v9fnaGhtRzqbfKYPLCx6PTgcmvVOlcZAZ/NrUs/9i933VzvdKip8pvrb3vT1rVi9LW7Rwv7Orq7i4vd3vuiPhvueJmbA8Eu7HD98d+PrghidBZx9rfzZz52NIrl/d8gt+YqnfsL/+zj4cvwtEfVpaRsabb67Euyqp+M7FF3NwQXvmfY8s37fiFxDuZ7bk3HxoY8S245sych7FN7796i6UwYH5TS9fCpTEs7CwsNyGKCtMXlKCI4PJ6hfuU6azYb2tbdhgt0clbnB3yGo4ZPF6lV2Pddvtlgafr7y8G/BnZx3C2cK90+gY9zU2lqu9PrFhjnC3jVMVF4nKqvyzDafEHSpV55TP19DAHMRlYVmQrLOGGlMW0+snUTmmNTgW7iEnSTY5JanbmWRBdG+BldMQYuCRa6qzk9m2r7Z01Kiy/D8V81JRYTaHanGs7eB0j2xnssqhfh3DLIyqfGtin62zs5ZpSZjC5KhpKVOsf+DpJ+677+LFyMhNm4qL1679fEVcHBqP4xfu/xR5EEensBSNk848CqYjiIAzPgeyGxImT/B4k0WowaYwcBUAbXUKbofxqhwCUoIzIAtfJvRC542lyM3lUiNYZ2+qFup5Utjs33q4PilKwD8TcTrmvvD3Fy3cT6alRUbGxflddyTc/cF08kGw0TsZM8Uza6CAvQkC9fv4l5PQoKY1/ISgTe/JOI7jaWnol0lJ6NXjH8OKemWWZzwRdh947jC/Ne4mGZbHYXrqBsFy6HB/Lgb1ukNoJiKXHcPEwsJyO1OXZZvzjoZASpsLdTDdREdWL7S4Q9adXF3GE0LG3QGpdwmPF5ydVUOrTLBwR+a9lnAkT8unucI5wp2gDcs8xVlxm2gYamrUySHa9VhYGEF9pg2MK9DxDEIaoje9T6VSMVfB98JsA6MixEx8QuQVM3fKpIobyZHEDGRloU4Z5jWL6ZQZ/zM6ZapVMhERpozKjP9EIEhIoFMLAf5p4Z6oLLuD4qylgTTUC/r0EwgvlarpRBY6AHNVAbO5u7uTY4DwPLLrfR2l0OR+qgFFe1oHsqZrIRvfwyud1AvbvFBNy+lEJr6nZbe2+0J9PdEvaxR6TbyOiYICqIpXl5fv3u2BO3fv1mrN3f39U1BlayI3y4eamzpF+hIlYyvo382qNSWP5C4/cvl8ZvvhFYsV7ufPZ2ZWAs8+u2bN+vAVB1bOEu7vxz+H7+raE/j6ic3r8KYVN9edXns58nmY2bqm6wS+7/mr9L33CE7j+Hmyjn3VqnXrXsnOyXliNfqo/MAqfvbHy3du3ZlZ+eoBPOKVE2tXUK+t9pKSD5ua7jwRc3obKoZceefyu58O+g5ZWFhYbitiY2sDQRmKweHBmsFB38DAdI/QVtPidddth9nsxG7yOF5s4YQRE3nVcPDMeOrU6KjN5t9IzRmuQeogMa+3rsHtwcxaT7/Ga09VKEnhPuZXDukDJlK4J6aXTbc2uF2qoXrDVF9paghBxcLCiF3v9DAnxpV39GAElzGcEhvbccMoZB6UWWdvGxYyT+GJXjJqdZQyd8pIXVMePeMKcr5ZLaMPHps36emXMQ9fVY7rh4fTGT9oVJRpME3pwp9XYrcuW73zs9HvfjqYGb/38JHc3BzU0oevXHngwKNncnL27TrxHNR0/6PCPRSx8nTKkKeC8ioVEvPmQDJwBtQrI1P56IqafHAt4M8nKx+MfJRuv8XA53BUKhTnR0X1KH0fvOUo2XfTDIF+5nFefz9JUe2CfRE50N2yOOEeQZWuU677G1Fr+dmzhHtSVC5slBn4+sEoAb6F3x5+NeZ0xD5Be3hSyjo8J/5++t4d8S/7W9zRZNfnwHP/KI1y0FGvzPOQv0fpexxi80+Swn1LwrNhFxPi8F0xhzPQ7eDGZ5wLPBkLCwvLbYZSLpvz7qUltCKdpFTeA9H0QdoUbBCNkuHgrfJWeOeqAbd9EpVziEQcjn8jNbxnIVe9SjEpHoUtCU4P3VJRCMJdLfWroUS5mxTu6cmlsNWgZIg3qWBOA7OwhKaNMP5dnTKNxAjjCrJTpjaLOYZbELpTpqgIdcowrdi+iE4ZqF8P1SmTJZ1i7JRJDH8w7bXvv//5x9kuOzqxeCVlb3xm1Cp0UnGucM/LUy6hqOotU/gppCvX/eTPcxp10fj72wNUFwaeSKHoraigv4EledHKCsqQp/LtfX3IjKfCNFRnjQdZ5jpz96itv995oxF8eAeqlbFb4GlqLQ3JbtTublQLjQSkilC3ze7dOl03OOw3bgiFHWTU3mjkcDweiVarvWBG7ns9uO9qIVRLNtS25k9X15Wlpy/5d5y7X7UmsuTD40++tA3Pef3ZWXlxRuHud92fS5jtuCPhnrP8+cDXD+w8gm9LuCxfE3kut1JwOfOS4BieExh5uuM9GMaaQg9kksuPJWTjm9qTVsm3xoYVJzTh51eFh0VFdj3ahHddPn4ANclsyykJv/ju8eyEYsERSNmgV97y4ntRBoeFhYXltiM2doDrpHPtZp0IpqbW1AzJPFZd/USq3qDFuklTMDbabq0XlsZGK6pT3cTo8DC47RYlvAVZrY1UgAZQcyTa6orC6toGscvmsWKdmuY66l0KCXdNwzS9bquyB6v39rVK9R3lnUMGtfeUJZ1NtrP8MRLz1B6hg/moZ++42NyonDlSNw9VZQas7xBzDIbbOMUZZ1wRlmq5UMOtY8pHxOaV6vodIeJher3ZrGT8oNF7hxfTHPL/aM1P+g0IczOuCDtrd9aM0z+ts9kavvrBVTuvPr+5/cqXP36xBYmm7Oxt2159ddcuPr+r68iR9vZnn33jjat3g4yaK9wVirO0vg6enKoOVMJQ/KHid2LOZpRV7mcyMHy1lckbQK0yXC6qw+mAXhkOp+UWH14HtzbC3FRTkR19WgDzfkxq4fWhfLtIFLzQwHEJO8RisVHlEzcGbTQoGuWoxaXJFi7z1Zy/k9VLz5HdLTFLg8sVGYU7uQDq4NGhhrnCPS5hZkbTsvBNsEJA/mqPoCvilYScoPp1ZdRmHOfz/YsfF9wJi99NWRO+FQrht0CvDBqw9B5Uwy8XrKVT7oKoNeGX4t6O6Eo7TH9ozIl/L/B0LCwsLLcR4LfTE1MxTCY0QIe7VSQs6icHneqgfp0gTcEKKMDoL2qWV/O8KJBOyPy2JYbNnJ1Db8iHpC6VGdNJNFALPzM5FQl3Do8beNJTqEEGNjKrfKESxywsiwJ1yphCdMpUQ3w9VKeMdGgRnTI2MXOYHhqWtOTVp4VB9eshO2UIIlSnzNlkTYhOGTiVAvXrIU642qH9af7f0vqoN2IOg+yaYWVcTkZGTExUFCr0W7r0vqiLae0xMTF7aeGuAA+dNtEbGtyQHEeIO7yBynYO1fHe6Z+eVI9OuFOYL1ABdGYgnR7AFpDsTrJLpp+0yv34TCi6jnA3IOOcMulpl76Q9uar0qlvtxnF4ktRLF7dCH2TnciHr4foOhjo3R4ogHRCsr2twwGb9dRKC4rckxMdXq9GYzAg931oCALwYNej6nqN0WicuqEycgwt2gu6C+jbNeu0o8QUDKDjFTSgED1cF6iC5Ps/24zy2PWStQ/j2858sDnqrnsCrntI4Z6ZKag807QSj4+8F5Q2xdN3d+FbcvxRGJDr8nNIbYOFnii/WnKZv/ylFfgWQQl9r3JNJqqB9C9uf/wA3nTgGcHmg9flLz7+EH5lL8wECHujZHn2S7lrn/kY/PZteMZTmeHv89+5k19CpdxhDNPhc/+d2VcsLCwsfx5ZXGSOI8w6o8+ggw53g9hEwLykodH+qRbMMIHqX9JREQxvMrXB57KNYiKnEbnt6FI4hjnoGaqxscZOG8EzGY1OolE9odfOL9xj89IVA3oQ7jq44NzYN9nKbBaysCyOujtsmLuV+cpN1o1yYSnjCqhfJ4al6UyCCl196jcxF7CE6YWjnirGFVUDXqyci/pVFyQ21uMRCplWwAeNcdmgPp3RlK8YwEQmE9MKmDmrIeacD0Cp9ut3PXFfWnz7u2tzzoBSOrpy/5kz+/btuvlC7ocfXr4cGblnz8GozZtfi29v/+Ddd9/dRAt3NcdJ1cQyg5Lkc0F96YtAdssDEaMwMm5RELRLj6rXEfZkqm1+9qcfqqSmuaiU1ydG3TLBc1MRg+j7FYt5PKkUjWKVSlEN/OyEu07SDxl3o6ocrgPIgi4sdBNO+I0WcPNDHXD+y0FJ8o0R2fguQWTAdQ8p3BG50AB6ArLu/gddX7oOHhYclt8AXz9DV7/Ik+6HVpmmhOLAvUuR9PZ/sSftJGx2E+aobk7KTNsHvTJUPc3j0ONemVaJ58L01C0Jm8KfiCyGZpkVGahxBvF2EntAlYWF5TZERvjfaGRQYobOXYmlI0IP/NcgLpKqMU0yssSri1yYRMURmSUciAnrhJRYT1QoMIxHj1JE1j3ayihshrfAmcmpiBnhniifTnYQWhDuBBj4zIf3WFgWD6pfn7mmMz9cevgvAw6hkxhgXIGuPslCBR5khFrI3CmD6tdd5CThBZHLF1O/bpDQU4wXIFrag+m4If5oHBLZnPMBy8LvSntN8ELExoDTvv+rL65cS7sYFZW2OSZGIODz4+KCfPhAq4yR42xpsVqHh/2mODnlFNBqg21zZ6NRPReXF/nZIWm75YGIKWI0aHuwyf3PCz54ACtgA5e+s9NgMBpRpkUsLh1PbkbcQcXie6vSEVW9A9Dx3uAuGjf1iWF7aI6B0hgw1WE3uFxo7YYtOtvaxGK7vbnZDozoha7Gcpi9egEMdlhktWpbbAaZsbG808CBf3ZbB2tqaqBut8Y8ZCs3ikeapa0D8GQVcnl0dOI/472nnUvAI848FPdC8YtX77onXIkM9EUJ966bSLg/9f5d16kk1+oHoCdmlnBvz16Jn15NCXfl03sql+MbPz99/foyKqi2NBui6/Svw97KPInfXN7V9frr8ZnP3//x0ZvHqFOum948gK87f3rlsb25+7d8fuWune9fWQnTVI+f8Av3PW/F/pvaelhYWFj+BioqpuoDwt3lE9djNVZ9ap9RUjOsazS5G4yYsRkOvsVmmYyYVlbeUu/UNPRhWi9VhpFYV4dhyMtLTKyomJ6eqh+u0Wp9Dmn+/MJ9LFFZUTadOi62tdRYzQa7lDm9y8LyG5D2EFZmdRqbN4bV94SYVNqhnjIwC/f0/JGaxvwQVvlUfZuPWbi3lsqswhB5+yoM62FuegwrkhnqmYvpo5sLMF0+4/HVxESxVuabEe6J8vB7lj4R9dGGdcubNoLTnn1nU9PGb7/+6sfiwx89tfn8Ry8+8si6dSdOnEE+PFL0+7OzN27MpYU7HV4RCil7fDIwPXUg62/8eVcqqv3RGHLYKYXeb88vfE3ADDb5TFT+FDy8leyVQUTD5NTU5B7w4H1zZ6fCkDqik+MTj/As0kleT3IpzwVOuy7o/t0cyNQQ/RybRCIx07fViLQcDVTC1wbPtfobOZ/yOX485Y3wzJjciF0ZJeSg00UJ90polTnBz4k7wY+kXXfBHOEeyV+BHwtMTqVmp0bw19Im+XU+H8eT6EmrO8Lj8DNx98Lc1BUR5yJfioiIoE6xknNdM07A3NTchC34AfDcLwVmp5Kvu4Tc8B1BT8nCwsJyG4BmJvm5AeF0DLOpaqHS2SryQe26VEhgejAFE+VSuFJsBbc9Fd677NhuHuXx5aG2OlQznZUlJDeqJ/Lpmd/zCffmrB7hFAwz8QhlEg/hXeBbYmH5PZQKZRz/621+lnALMEOodIJT4hIzinK4+iQMVb8ul0uw8WTm+pBmSE+EiO1IYW7S3On8c/GJOGLmUVAV4jZsN+MKGOSgwrzJM7/tu9JiMqgCbUR2XIKgOOXdb7758vuEN4N0U4A3E+CYasZHtHDXUAa4gzbP7faz+RTV1X+jcI/uLaSfFgL3djvt1Y/77XmnkzLm/b485cfDuRuwyfs5nc6pchfpxk+CE2+pbQUnvgzMccXYWK3U7uaZ9A6NaqoTfH2J/8FW65Ct3+ACB95tHxGbxvVisN+nWuht0cYtThtMcCUMBPj2ZvDeEYPdOkO5WG+3144pFOnpFRV/s/d+6Qqo62sXdxyM/2Hfk6dj3j94PVz5HvwfnSPcj/HnCnfBsWz8yWP85S907aVddyTc31vmz7z7hftMluWtlUfxAy+cztyzejXY5NePQznMVbrXXb4jZ/8rZ5YuO79hec6V+Jcimpoi5ehP4fm9J/Cc4+889NzpLn4cHgGe+3sfvx30utv/+QsPss0yLCwstxUVFT7jjHC3lZuhUcbpskw3YmaPPr83zGIkrCPKJdFV1XbDaI3WabSMhSkHejDPOGUD5o2NIUswPb221uVqAdk/ZBvonU+417V6MafDXWuCC84tEqdD0+KpD5HdZWH5TfDUGhmzcN+eOllzo5dRuMfGGrRtembhPm0S6kIc9ayqkmDuZmbh3gBD9ScZV4Q1N9fUVDNasbGJ3uEp/RjTkrAKn9paz7girDq/EfM1ozkLW5ftWH393qiPUo5Tx1FXgpneFPfpusp3T3/z/Y8/f07eevQo3NgEDe7Aq8DxrtOVxUcu/ct73Oell+69sdM17FDnCNzaKoPM8RbkxEOzDA/i6VzuWTDJY+Vy9GBkzaOHzc7YE5xGFUTgkc8PnwDUszL43UQ9DLAzg/d+IXDbIIrMJyeH+qT2p1ICrTIZMQfhV8tI1/1VfkoUqoOZLdzDYx6ZK9zjYw7gKTHhYZmRfNp1R8K9PemxwAok3F9I2xn4+mrcK/ijgtMRbwuugU3+WEoKjsfH++9Ekfnnk+Rhb6WdAL99JX44DQny1WRwPhtuqYRBrDh47uvin5n1kbEpZUPwd8XCwsLyfyfYb6ewinhcDbxr6ckxp6UiQtUcVpc8AZd2u+nm6u1SE2bjUhfeo5ElKBajid8cjjvZDF1oflk0W7hHy/XQhzaIiSSyolqw8FPBwA/RT8fC8ptQS3w8xuGgMPLXJyFniC1Mr0IL1TQhBp7CGUrmVDlY5Rews/S1p4UoFcl4IWI7YrFIxLyiF6zymQEJ81NF2FQhLm9ZoEZqkhz3f2/Ss4LX4bSinwMJL/FfB8kVzNGIk3x+SgrqlaHm3wf4/cI9NjYxz090tFJ+C2Tu/LdRAenxuURHB54GiI1N7x0gTXmLHfXflJq8pB/fSXW6k3Y8FZAftorM0Cxj6DQiJ36E9OHBJJ+eRsdSR+CQK3TJaFogxq/TXYCMO2TgrUTnVLmQtO19bW1tGs6QziwaHh6G8L/Vah6CLPxwN+p7r4HPCMh8xwZRZH58vLbW773/DfntIOFOuu4v5V55HxT14oX7fe9/SLvup8FR37BzdWDFpWOf4/z3Z4T73Tlv4w9dEex7SXDtiad3PLgJPh/shSIiinXP7cfTrsrDdu7JWLFt20r8ynlUCPnYA89AUH5/U1NT5aV1R4+C597Vfhr+exSeihbuHzzONsuwsLDcPiiVlN+O3jno9w7ManZYZDA3lQd+e2yeaZhQ2XtbJztGL2AXDFQvRbqFh9nOkingWGVDA4a1tZWXa7Vq9SmLGessv1W4x+YpKxTTPmwYGtHqnUL7GOR6U6fqWeHO8icCnUbaiXFm4V7X5/O4GFeEKQq12GQqs3CvdZYbmVPlYJVra/Lpa0/zE5toGm4cD1FN4/PpdMwr6sAqd6Uy5+1764eMHUwrwsIOldpqisp27Fh979Xn29e907Q/INIjPv/4xDtnTiK5Dkn3O5HL/vCrH79UWblhQ0kJEu7hJI89dv06CKjfL9yDI+lj0kPBHTIUQfUxi6RR2HHLLpAmDzwNkC5n+n+UDtNSUa/MODywg5zUNGdmKgJV1FBxfhTlrwMDvxYy7g7ocB+VBDvwuyE2LxT7hC4V9MxwCEgMUtRAKy7VjRsEhyMW9yQXhvjo9ycwI9wRy8J3xh8hU+SLFu4IynX/HCpgLketD6w4GLMWBp2mBb5eA70y+9Iyw5eC6x4X/2JaGrRFop73wHYvxyOXfVVSJYxgWi64j7y9hG5xr0wTkKekDyTkwH+zgz5JnkzbE3gKll/ZO/OgNsowjM+GIX+EJIwkBRJoShISUghDE+QSETFawhGtRaGVUKWIaYUqaSliKLa1gD1pCRSDCBRUKAWBUoVGFG+0eLXjjIrHjDM63veg4zHO+H672Rwcm1hxVPx+M60kWb4sNSHPPvvs82IwmGWOTnec/JQYI88LV8CHRxE5M7UIrs9C1RvrIJhuh84KfahAaINRp5Q9uI4jhKAwulorRLlFq0ULCIXU6d1yaJShNY9LuGf4mciSmnJWdhwt6ye0ZizcMUsIGniaPqfQby4+tbjDwFNGNYda3G3erfJKKXOjfHRcPyH0Vk3jvcVdBVa5QcnUOh+inCVCHdekLEqn1iwdDGgSJ4L4Wozqt7/57qVTJwI30dcDItkeGAgF7sD5yG4eDMLEwh0Ldxos3DEYDGapwcIds2zAwn0RllC4//LrS2KXcA/5U8K9MA5lyaugbAXRAIUrCAFMeLsIUH/Lwlz0ENaKUHqSU4nQ6lD5qFEG4fl/6SZlB9yngqKaceiWATwnp0JBvdTISoJq3Wldqd82WalfK2TcQaq7/agoLp8HRwIzWoXAvNDRAM1YqI1l4FTJZ71MBLtoPIU7BWqViRfx+FQlI2IR4d6tvsZ5O5bfza1mryVHnlJcCXH0hCDXcNNbg19i9wWjVLsm8Obwd7gwRUkkoh98NXAjLIfGLsGlqgGJkGrPIuPym8hsOxu6ZQ7DccDTkVeThxXDkUEwESyVWwtft3F34GYZDAbz/0Amoz4bKgUWaJMRsNphYiRCLzhOZJKKWyUxwm2jZBCq13udzdWFWhto7lVRMcJMagFXxrCckHDoG0i4l0hMOgWMYtULrDDesZw16HzyGE6m934PDMZn0OvNm+KuDx3luF6DC5LOqZQyFif61uLOgrn33lvcUWETI95b3GuEMwLmvsjL/HZDizvzz+T/xVeff4riMPOpFfUEHRLzI/Y0KN76QSwOXq9u4SWL3Ks9nNA97guChTsW7li4YzAYzF8BC3fMMgIL90XwSbizfBDuX7z1lW/CPQ2qzmVI+Gq1SNcuNs7U7hDKmcIpOseiO+gWY0GtLUvIKqhgd0Mup9MzqEsGxWAQZvjltxhUqwwkcCRI2JtkaF+hJpJaPSoKLYqOSkq0Myx01tJFRaiArIXP1iEmyUGsrqgMPA7t7ohR6JhZtF0+V5qnNejkfkv8O3Mx4T4ceUAkcop3JNxrI+GMiouXxbugx/2C+z1BqHEohXdd4K3k7VuhnmYjL8v5+BWrj7CL1fTs1NvEYiTdA+jJq/472bVcKh7j739GLYJ5ri/CUYAm4DruI6IUaHHvg5KaWtGhgA3hIpDs3WFNIN2vV0OnJDuel+98EgwGg1m2oAJ2ChSUEbDqlY0s5AjZhELItUxHRSt3Q4d7qJQThdIHpyEqQw95HIIPmEqWEcrLLLJ2FJVxLeou3NEcS/SZNSOsikMShjNPuJv9mMv7MBjfkXGMXhT3KmWp99dcElT4MevFDrmE8NpkShDjOubOcrlQ4VVxw3vUl4GnzLEdJWeKqcVdGbBBfOxOV4sMTTz3saDz4hP8E8F7g/IhnYygqzycgLQDWtTrybjMm1i4Y+GOhTsGg8H8PWDhjllWYOG+CEso3OfStrNvHzBXuLvFVaRSlGl5QAh1iWRyBFFAztb5t9NBXpiKLk2lwj3Uxak2Qd18TY1+TKTo0dRU6hJVNCK2ICoNkkHTZExmwON4oEI6Sl442ylphFL4KVjUbQSrQICmNSHmN8lT6AVJkmyZH/mL+S+zmHBHF6dew8+CJtA3+DeTwj2ex3PfCGVbPIU7GnOqDj7Bz+dS4j0gbDu7mvui83FlxMvs2nAYr0ujVkNpEZfucl+rvp4tdgxhjeUns4vhcosD4v3+Twbdzt4XvM/xknsw8CqQ7gmQuTkatgEmp4aTE8HmHFRgMBjM8iMuzjOXaZCZyc8JhbAeJjEKWFYdBDehdp3FoXRDKfhBVIt7tMwA2+UKG8mT7wWQUhXQixbG6UnhrlGWyiwCVJKgEKqcH9Kewn0LZG+8iigMxmfawTVlfj0VwNzUZqWX2Z02qdVLGXwM5wGplXELeHsRxG4/5lTyIDjNzIpbo9O5HxUvxCUw4zhJx3y8Eq21CBQLP7Q/4kzQxnlyfGP4Y7wH1WqYNO8+XR5k+pqNvH3qR4OvgwtU5/a3k1Rh4Y6FOxbuGAwG83eAhTtmmYGF+yIsoXB/dt/9vgh3U2tNVRUaIxQV1dFRAGzejEYfrdBQs49W/ZW5QgWOeUk0NTA1aQmQq+o9ls3o0KyiBkJdollBDm66MToa/SgFBejHioqpQhwcH0fjlfLymuHwZGRkbAxNajoLwBwmmN5kY1ksJSWS8U5DOvyDyEvlVa2T45LeEkuzoKwMbQzTmMaOl5XVNc+UZOYpSrRGY16eQIAGajiGaowtJN6Liirgu87qR22Zvaaa0kLm9iIvMAl3f6XywqXnXm5JTE4+9pBvwp23do/ylnsff0GdwMsXP3MGRuy+4tpg5R1QTZTgun3mDAjxB5OTExOf2b/S/2jWLvYrWagQEgYvXXgUhPt1TTl9OXu3P57D/njti5E95Isw4bWjIVdcyq+tvbPlqtiXcqoBdHdt7blzbruCwWAwywyNxm6nhi5RwCi/sjG4Q1o5sdlv20xR0UhZeZLVwGERDfXoU+EmTWtRZX+NJi7dKqgsKyPKJembN1+GdElHXV1zM73s0OmzRFKv1Towaq/LTDKM6wnheJzzQ7q90uwm3AsmDERXu5fxMxiMz1jzevuZrxjNaLcSLG+isa6ofRtzjHhCMdOczbiFf2kpQQxFMz+TaWRmfIJxi829vZWVjFv4Z9QrCCvz+CX/jq7RJMn8u2PP5Sf2PVu8xjVqiSK+9vrq6vjrgWoYT5laO9zTErl++6nXf35f/3vrhQvXXBMQcNsVl18aGPgqycsvi5387BDu7agr/W8a3N8BPenupLuS6n+FKvmEx7KF5BTZxVlBboWaZQAqyj9fYXdB941CK4EtauQqvzSw8OWydI7Vo8UdRef1rDxod88UPgAtM1qBW8cM1dO7GKFSo1ai2x339wl3ICDwSbgWuQ98bZ+EO6pfXxkQG5xIuu4wG5XtbGoH9sDtPtfN4GA2W60G0zz8joiVZGg+KDiMfEQZcACEuzgin3t/UNbqfPbtQXc5PHeR+hR6Amid4UXERr7iet3y+W5PhMFgMMsMpdLTb6c/H7oEQ/6nZTb4qiK0BC6lUhD9ZPH6KmU7UQndMvWcXnJMSLmzmqMDnSOml03zOws97kJhLpj1FqFJ1+XocadoFRjdhbsfCHcdKovHYJaCKVavhFnBFuoavc8OKCda5cx1MCoQaV6Eu1xOELNeGm44ztNZi7FZKHSdzlqYDD+opvFbx7hNh9QuXOAMwTk+L3yuaEdcz3XPu1dz+3j5wVn851f/RthlKsf3rgwD4U4BPTM0D3/hEO7KS8BaX/Wn8zArCmfB6z6tkjtc8OwkihKFotyJXo8cbRdlyOT+65SVeS6rB8ucxi740LEnSUn9jn1rPVhFKveJ+nqlkvLikRE/OysHIz590oB8eKOtubKuDNxxavlcfe5Zfd2AIi+vxGCwZle1jptapyWNDSU2c510bKwC7JORkYqKsjIjoNcbYX6GXs8k3MFgQdY77Kk5qTG9Ks1L0dHCeBPu4PJcCDv3Ogj36o8/vs2tdhEJ9+KTlEFOceU5Hvvp+2NhhrEm4AbSdUc9RVfvv8W5xdZ3ROxn9zsLI2NjoYno/ltuOXLksZQXrnsydiP74wepQsiQkO3dz6YeidgUeyAl8cX7h4vX3HXv+uGnu3uGT17/6P4bQi6/6+q26pScJn6tc+xAX9/+/W47g8FgMMuHEI1GoaD99g/zRiuL4BNA21AGvrss7UZ/nUVPdBnb66OUNQqzfnIVUh/R9Z3E8crR0cpRBcc0CRkXFX1yfl1RkcVCfanRtGeHEmNjdZXj0/WzBZtPq0Y9hHsNnE72FO7lpoOu3cJg/hJJdf3jzBmXWZPV2M+4hX9M2lmiaoJZuJeaFQYvR5wm09gY89BLTYeVeMCLVV6Ql0e/uRZjot1I1FzGfISwrujspMdVsDfccJ84ecfJYipkMJe2NtQdc2dPTuSR1zc8s/WG/YF3xN58KuvHX9/9pjsxP2fHjp3A8PDdDnbtesoJxJcvfnIq6tlEqXKVc2qqwdH00uxuQv8DjDjaZMgGHMe+ZZOdMqj5xuPEgkZZD3ceJMvqM2FzO3Thei6FqnSS4NFWv226VvhROyUNLJDork1CQ9HzIEOkDjpmmIS7i1xYsvXigodehTuAatdBuIeHuypgKOFey3UX7ltX3w+dMlQNDeW6o1Gn6gjXNlshnP5shFNfBway2cjGF4v7uGsjm2DBcF6E47FT0CtzJCIi4hURL4gn4rLvCgsWPafmQXoLLYgq4VO5yYHnyCZ3Ei43gv5eDAaDWV6EKJWuD8I8rVmAPhtKJHpw2bfBlI9sVi70tFXBmeJBGBlCzVtEKrsC5qeWSW26dsi4u8Lp6wiCHu2oVE5zkI+vl+pkW8BtdE1OpRiEj6M5wt1bpzYG4zNJ0n6v4fQp1hTjFuRJo91exq+WCize5qZyOKGhzDb4iqgpmJvKvA1cQOLL3FQZ8ybwHj2uq3G/Iyxse/Cd3HnVjh708YKCj67eE3aF/z0RVwY2iY+s/faDbz7t4R1zKaX5MA5gchFViGLqB5GnbmoEFztTYXaY6bmkh+400Ucq6sjKyOZmoxGy4k6yJw+SEXMX9bNbyOj5RTBRunvOYtPjyDCnKTGCc06KdkHZ8ZGRuRY97czbbOTJgRKrITvbBCF/uapUrpqAjD96Csei/Q1a24C5boT04NG5AvhR9UZIwvf2k0/V2CAsKbHZyspGRsBNhz9FRV2Ven3oGETm9YuVaiKKYEnYH3Dee03tqjSNl+s43PFFuPtrLuxdC2dfqnfsEItp1x0J97Y2qviRYn/gg07hTrnuR98ZhhFM4hvQJCXEpQfuZxc//oRzWQ2bffIkNEPeduWmtTnHPk5lp8Y/43isKetjdsuZrSsv7M/quRMyWzkb7ju19pGevYnsXSmH919+w7na69uqE54+9hz94mtre+gh9zMCGAwGs0wI0WS4/PaSkul2fVGuvr3KNC4lGjiq2V5F3Yggb1uBJuQSzfiIIAk5i5sLqzKhGHLUMi3v6NDMmhoI4xY6VgnCvRNmyBcWWq2jo2XQnGCYhMu6NOjys/nCvWvE5Ly1Mrqd0FvbPXcOg7loZopMXsLpp0syfRHuGV4c7INFxmk6M7IIvb02G/O+dJxuICRbmK39dSMj6M3FxG5rs3434xYr0uREruo0fXP//r17h4efeoq01ecRX/tc94sPb3+dv0H8wt7zQS33P52y885nSV99zZrUVMi+xzu+sa22tsfJgZcORUZGrn3pV9+E+5Y4ZEu3Ik9dkgSC2CjIXUyQSrtoq1sodAXSa2SegXQ/v6iLL6qhJrq6c1Bncj0XR+h0292D6fOgemXoZplWGd0tg8ggF80mf1yjwM1dBypgcipVDM+BQayNQng69xxjpaBOejxUD947k3CnOQ5L/S7383YBtjs+CXeyVQbgwvRU2nVHwp3NdhfulwYmOoU7YiVZuS5SH4HDP8cWQYnsYiipcYKWRP+9JewldYIoFRak9+QOcQ+7O/JK6HE/BR3ukLjh8/kvco/B9NRqbn7EpZByXwOe+0kedckqiUjkfkYAg8FglgkhygyX3y4UtsrKwCLfBpd4lRONOr+4JKgtM2vRNXOXKA2EgKy9iI5rZdmJ44IkWT3cWscRuo08BeHO4aAWDaGQqi+blNEXdc0X7uUEbOoAxeb1EizcMUsFizB5CadPQKGfD8Kd2baHFzIxoPMi3JH8Yhbu6/yExJSXQj/Hm4uJKkmzlDm2s8JzbmpERFDQPL3u5HruY+r1Yv7q2EB+8AuR+bw3yLDDQrQ99RQavUSy78XIMxBxP3/XT/OFu0ZTGBMTUyWDgUyd1qneBgVo2wGzGUqqusCmlurPQnak2TYgUMC1MUJhv4FDJchLqeLI02lp8N0kGRnrnBQUrJjDZTdddFGNRjN3sYIO11OtW5dB70FMWj0t8VU1reR+6gxWcr+FNpvRiGR7bijlwNvtaKCS2fwh3KewoAt/ehsNnPHO7PbWmvb0QT8U4zc19gvBX7eZwU532Pb63NxcGAJlRr67AjALKrsqkPM+Av476hBYsGXGRVHocb10VPAhq6G3vbU+TeNlLi/iTEot+9CTl3rcN1+433Y0i50aHs7nHz6cmMjnK+GMakDATtjMXbiHbW2BV9Dzztshq/YE8di7dvQ8lpPFv4Bc97D1B9i7sk64viUhITX1csi8azT33nti+841qexTz1Di+/KtavY7vCb/VavC9pxP2MXekc+/5uXh5L0ta65P7eO91sRf2wLCfZf7CaD4+BdecNsdDAaDWRZoCoTaCodvNDamUAjsFWODEzFDJaNlY4aaJFZuRRHRUIXO4G8BZaGtKY2RTWWa60IrxixDGQXIyMnotRDNl1H+VsiWCYLIzJyaQp/EEgnHdJYYVNEleMzCPeSmGqLMYnDtGQbzl2AR017C6aoZS8Mk4xb+22qO+yDcWaWzzJsoFBYLs3AfqrEQnY630WKAcG9lHtEEV6Q0G5kPIqKr0gl9RwH68plnIiMfemjj/P5H4KmNO5ITc15bm9N97PY3drxxe8pO0fBJ7vWQUYDHoPbjjc+++Wbf+oehOuZUU9MeYNMmCCA7uPzyMKDmCQjkzxXuSjL0TQ0UzYO5pJ6Rb0Q5ZaiTlvO0bBspjIf+jGf8D3CJYwirSlZD2fJUr8zCQ2LR3FQWq4QcD9sK7TJ+fhmQFPSDjPs0xwrHkmbygn8naBmJRKtFxwN5kHN3SfUKhm53T4oEAxKDXOXLv+JeaEt/wTHqlGa+cFfyt6NWGXTYR7nu6DhprnC/IQJ62dnu5S5XRnbDsNNiiMtcF3YN3EbRdG6wo7cdEQ6Dveho+h2rE7ip7COrKXv+irActigcpWpWkp57H4/vf06UHNkCx5LV3If4R8mU+5zcllrt9uQYDAazHEB+u3PWB7oKagQaZWaVhXGotb3T0eVuIKdqx8mTiCT4mOGA3kZWDn1VX4ZQ4azmWBUHtXfogwadKdbptslRQNg34Y70z3Fv/icG4zMsIt1LOF0FQQIv53hqdL4IdwVIL0ZQOJ1ZuKdBZZMXNx0Jd5mXAHs2vPm8CHfZJCGlFNzq1TzefMlOsXFnsnotGOf5vD6PVhnyMeSqf/rpp1/zN0CNzKaARYLEKnmJQ7gPyWTt7VNTDQ0s1ocfIusZucllZaNm8JdtSSBIraZJsJwpkU556pSf3lGwmfS8NRdroGsKtjgNcsTpbbvB7F8CDm5TuS07VF8/FAf7eWNBAWXLF6LzCgBlyA+S5fLjhl74UTMVNnMzy2yX5iJXvWsU/XMYITAzoFCUZGYmWa1T1k4OWPeG9OnGRuEDAhD5oWDbl5WB+Q71XNQ32OtG4Q+k3d1LfBkoqoB0DTjvM1NTMlkM40Wrh+PbfBHusc8j4a5UXnrpuXPIdX8469ILw7CZ+zdqlK/BPe7CfeuZFnbC4TMbTgTldx/gNylvePIIe416rWsDdPrnZkd05oorHo4cZj/dI74ZSfeVmvMJG2tPXFCCcR+259AjxdwzF+4IPpzyUP4xEO4nU/ZtP7SGOyxKvB+eMjW5Zw3ZLlNcjEshMRjM8oL0252mUFERClP2d8pq8kCxS+12uyXJXKc/K1uBPjW3WW2EXcuCD5n+9N4xKYu2KmcVrLoHyK9CCrZ09iP9n5SUnp6W1tFRP/FnhHvVWC4W7pgl4sYCmw/CPbPT4yrN+bSbRutId3pRomM43oW72Wy1Khm3OG2ynJ1m3GJVDBwVq7xkcjrtigYUYFucjmwrIb1JE7s6P3/HDi53jiYn4Z78/vuNzz5b/OywaGcxF7W3r3kkITwx6ND668QvN8XueRVM9SekP5l/uwU63ANuI4umwEp3Oe4Uvxtox70U0toSNJrNU06iWnOLFsW5Ua25H+kPLDErohza2QFytZcEk45qkaGpjytcfC+o2HwV2S3TKEQDV0fntMtQ01Opkpps2W6w7g+SpfBkkY77ZpXwbwbhGfjbDGn3+ecrmBlhsTgcP8bSURSc8i7cNYEb6B73sDDkuj8adFXYXOFOLeaunCMgkn578ONhTwa1cHcE3xdwQ6AYlsl3bRAZ6V7A/rI4AYpqIsVUDc3D4bvY28PQ22hlQBbZK3MlpNwfAhO/GvLtCeJIbrEoJSgHnvJ69YP0Kzs42O3pMRgM5r+Oh99OMykzkWUwXXAWu0TCEnQ5MrM1QgGRC1eNlUPb9HioXUv1y4BwhwHdveRXq6JihJloCaGQ+mygKjl8Fu4wdwQLd8zSUBBl9EW4e+sxSucYBczCfR3UIXkV7gIBByYIM+HHyXRUNi3GZRBOJ5hFF0ydkmZKmOemruNMEeUQdTglEi0k2hEnn/3oo413uqfZuaJwaJU5xb8Z5stTP8eQwKh1v1D2poAAusmdRtJAC3eoXUe5beSvQ269EbnrSKinDcXEzBZuAYM6evON4Ff/SVd9i8NMR4F5xPgURW+DI6cC2IwoPu+isqvOVQH/V6jrqvRY2GwecD4p4NgVoBX2rL09Pf1gVSn0ygClp1E8Pg1JeTnk29PTOeDDJylmoE3GHFqGlrbD0uhPlz0TRH5Dg1BoMAiFjdAxM2NrtqGpGNDxDn8qRqSCOlRkUwdjV72k3SnAmikvRyZ+Z2fVtsItCyWz/rRw12iQ634+qPsx9ErZemHlnMVeV7ruufz5w+yd6u2aC5duPXff4aDEnBcOsKtT9rm+4cQJNvvMGfrWVVs/BuF+e/IrkVeC075h/XPsF59Hpe8hq2L3JrPfOHDk8hPDySh9k3Ls0IGEPm5t/ElxFnjuqcV3oyMAxM6dERE+BIQwGAzmP4HLbz97Fv1dV4f+VljsKAtDHM8VGqpUAxUz/UgIdMT0dh0nKjPHqyZi4oZMRaNWurvidKheYfVfUT8x1Q9tENAjYzJlZKwgFZMsPZRBuKumjB7CXW4224VutzGYi6cwzUwczGC+GE9ub/Yu3Ge81MEg4V7SwXyE4F9R4U24l/ZmGpndf1K4Z3g5Qugd0XYyTygtLFF88lVLd8rO+LkJGCfQFtP2ZXUb+2TCscTXDl0n3rBn06tbIwKffCL2iQ2P3/cy/2jWdZHfffPZJ/e3JO6j4SUn3z6HhF8gYUwKd/IXCkriabWQW9ch0U7/VvgLxMVRZjfysRGoJx1hhgvq/2lcEt7g2DuqVwaOVuJcF15Ek0X1u+FRND0VTknMWQUMcpRv53DgUl6ODrptSrQzHrF5O1j3UmmlQA9i3peWGSdabbYuLW5JhDsiLOx8EDX56Jkwd5mMFjsR4BLuN6w+BEGrLPhqZdgecN0ToFUmVZTs+gY+PFVkJH3rlrDHQLgPi3p4seC0o16ZA2Kq9P1KcSJ7Y/j6gOch5d7N3hWeKD4ECfc1UFFzlPTcd4nF9Ks5MBALdwwGs0xw89ulUvQ3dSa7kuxxR1c+dcrq48xEJqm1M/wy4ZNBIJRB8UV0nIkQOJur/YgysN42ywdZRmoxubPTOh2s+8WFO6TlPYS7CuaOJLndxmAuHvRqq4IxBExskw54F+4Kr3UwBuIBpZe6DlQHwyzc5cJMt6kGC0EK9ygvgXuh4/26OLMzH37+KVP5ugtRuDroYfFqh4q7FUz0J/gnoC5mb1D+vofefi/lF1BKjNA97tMm0+BgVZVKNTExO1tY2BEdHe27u74iIyOjcKgemdVVB7OBcbCfERYLKlpRKAYcprc0VzCAciQ2m8Buy7Nk0ggbrQZ3xifTB/8S7ZMmjwUNhkbnkwE2m51sm4e6nAF9Lm3JG5vzyL21WFCoHwx06zj0QVolplYdiseQpTTt7a2DrbC4tbEf1rHYR1nNdXWV4L03w8ypgQGzwGaDUpo8xIB5Jk9gHx09C8Z76PEKVDQDX/niupNIpeYBBbROttakDd14ifv/jIsS7rfdtnXTie3oRbU3a/8VruOBQ8Xx7CP3Xuu8fUvsXodwD7ntik1NWedbjkGR6NOuddEIpkSY20WhvK2lOL56/dHD3z363dHYptgH2T05gdRCWw+z44t529df3ZL4YPLTxcmr+WsfhAFia9QHNjUl97C5588fOEC9CK+++vIrfH+1YTAYzL+WP9g797Cm6jiMPxsP548xxiObyBAGYwwGQQSCgIrIRbnIFCVAAjJcBAoUKGGBBBZQimKCIHFVssHEkEtKZEFpkpFld6Orld1vVnavp77fc3a2M5BtqPXk85zP8yhjnJ2z4dzevef9vd85s7yU6gbMxGQUFqJwT0ysrsaX9CKhf3Qfp6+gNq4q51DLMKdO4RteHCeSx2QIgyL7c/ycLcNlEg63nDohP2eWgnO0KbFOM8HlTsDbjZwZwzUU7l4ePVOEe/ss/Yu8gltYYGIuJAuLmaBwV/gZf8MuLigyJdyHahPNEO4iU+P8OZzycuPavrgk0YRw92vM5nCMj9JxntXMEZVOP37VafEDR1777MzZ1EvPSKXpfuadd5at3rlxY+zOAztjB90GY7c+99xzy1tbW/cHd0KjzKbArtTurz55qmzybkIYdGc+pBPuocYC4KbAwpVj5PTUIYkG1HD91HgfDYbmKUSSdl0cnWpu0ROqK6+9TGZ7pBnsEDIvzPg7dn/S3v/0SjpXit0ydH1Oiwz7LrE8Z4FHODzcfLgO8+1NzA53KuFOzWZS+WskJQZR+b6Zuu44Gy9IVCzzgC5HPZcl3JFbyIz7fu/bGZ775IqaFTartcIdcXdZaw0tMkSXficuLgTh6Kj/Plk8j1gzd6NbCN/WwQdKaqheGUy5r4Ybir1fdEt23GsbDPfOR4DXoH2/GDz3Mltb2nPn80/PvUm/RxYWFpZrlZt0fnuBvz8Kdzwji98WCZWgtwvsXWFYSAvMTx336LUYg+mpEKKJpMT6da5qXar3JvcsGBkyIH0cTuv6w9vNGDOGayjc/dzPTRHuSne9J6qAM8V0PQ0Ly5WBwt1EHhzqYEzO6q2DBj4zhLvRLQD8X2Hc/TecI3wp3PE/l9EtYNZCM0cio4ehTcVp7s1uj371laHansqPr7/99ks2985db3PCIRZ6Zaytu0zdhELX5A7g+BxauCetM366QUdSgkd4b5UCzPVSsNZ5dTB/COLfwASsbIWEetEArOCE3Hoh5W3X1lKGd6nWCs/PylJQ9If2XqQJb0sBi1/POnPqzI3h7DfbYIdeXm26gwH9/do7ocjK2q69Z2Ej7eQ9VauDyHs+AQ8C3HPuQHwH6cf3TKAfX9LcLGpWNavVGk1QM69doxkbGxqiHqJaHR1d35TeNDAwXIRUSjuKpPHDhRQD0CTQUZlrZseMjoICaUf9RHTzUJxMkbCOku/mC3eYm8rcyP22vSELieD9URcc7l+kdd3tzmca7MxvBSxGTd2s/e6me27xORgSSGzZOnjzEuqqe+5ZtSozU7/T1a1bCIen1y85eOCF+cuedVz1VKbAD5M3c5z2Hb+bWCU+vjw4s6szkBDvFCw6vTp51aqywJsrbn4i5K3AwJdeCgnBJ+Vdd73wMjuHiYWF5Zpnzixfrd8OEn14uKBArc7Pb2oCcR5dnCUKOsrRxPmuc7asrY8pULU3w8SQxKbHOc0KysuzyI7mqEjXanZ4/3gtJyNGGK0eaVFYtKWhtvDSCR1D4X6Tc/0U4a65qF/5Z6GqZ4U7y1XCPOEuLMfZYkaoLpkwIdx9t6uvjnBXabKMbmGGcG+76A9nyC69mNZp8b33xy7fMxp46RmpSGbmffu9o5K33ffFb+/dF7V8+Z7W4M7jjl2pqakYgliVeQcY6Y9FIY/+/t3bn/3utvI1GF/JwIfB2ue/+MBujlmTU/W0Qehb5hqGtjUa1tLcSUqTmpw6gVF5RCajDO+rEJj/l0nxwDQ7NstQrTZUtwyXrNadIqdhdiokYmCr7MgW2tPHlLt6Uo87Ztzl/kgi3GD6ebMmEXLbI3u1uTLzhftCsdhgK8tk63lEp/Vh/h5bG63rjmNYDXeGu7JlfB8Bo04Xis/op6diHYz+x7G2qWSTu4vNNvF5aCa9SxeZX+ONsjzVOoQshr/bNtbSymYfRMBwEOsrOD9VIKDLTkcdX2EckYWFheWa5CZ3C63fDj0DeDbW1dXXF79KIIobBOufSsnh3EHSXBgWEs+BLghRB0fjS0kYhSRRm+pNsSj2b4JdDEvGPdDnm6QtDIU7NmtPFu4iC5ztRNHPKIRnYbkyzBPuhRbGA+Hwf8HUyNPQSIinGN0CMEe4i3jG768Zwj3cQq6dujAVXA04fzrJTnFYjM3tGw9u++63s0+BRjIEm2WsrZMh425nF/vnr2/+8OfzLljxMS15nLipA5gMSUkID7cAg901bDxOqVGLVJBbn6jH0HpRpZALheeJcrCnm8Fxbs8eAeN6e74MnWyMyiNtmJafUWCexgmsfZq0KjJAz6QlbATT9JdDWNjknSkUaeHX9VJDVhVZx6rwXECo1pXPp0Lz2Tx4iGNqETxYeSG020O2HZ34wh5yXiqSmBgUVFIChjz48Wp1c1AQOPfpUAiPi1OlUux4z22QDsfkxkN7T25BQ8yM1ufaxw/0lKhq68KKQxOS4Z/aPOH+UFmZ4S8VhfsBh/vvf3bri6Tr7kcK95q11HpS/a5eJE1zigeW7yHuCt7rnQxF8OS41jNnCCIggM62rIntIpbF3mhpteL2E4MXQmDF9GqbueRPKnbeRzwVEtg1ejykm0/cFZi8+J4V98YOQsr9Bb+lJw4SRHDwclymis/czNj7zTzlw8LCwvL/BP32aspvx/b2jIzh4ezskpKMDKWy/2JvrzC+JLoK/HaPcC6M1y7i1o7I+ttLinJ566jX2+3y9Jhad4+q7XVq+QRU0HQMhYX6kqefk2qbJwv3Xsa7qnHhHlqn4vSET3+en4XFfK6acJebGHnan60yJdwTYHKSKeHe2NNsUrjXDQ8b3YIU7rzQqeNinRavR7c9cNoCyMzMkJANx4+fHx0943i+87fUj7/CVpkt4tHje6NeXOa2euXGfYIjzz8BRnpFBPJ0pOTdNxR/32M0gpDHgWJ648I9BwrOS6EtpRo840qDKaB99pXwmUklwZb3MFC8Vb7TR/cvA3rUKSmm0c02BKe6Xh66swF6qBodGg/3qeshksh2mSzXRtgaZ6ditn1SRTt28nAh3z7EK8V+yUjsmGmGe8l02fO4Qukw6P1K+xhhjOHNzSEeqkTzfVHsmifcAcOHgcJ9jc2NVvfbbSJdd3dSuC8TMG+Iu9qmrRRFAiCQvsp7vrjLca8Nue4UbXJ9EYyPIIRY7oafD/2sBG5vwY3p3UUIosBvP8MP8X4MZqcSxIMwitXdZTfY9w9a3TP3abx3OM2JYrktNX6VhYWF5RoF/Xay+pEGO8fwK6oLBYw7lfCwvAK1D56NLfaYBRMZB3Q1043w3qB0v+g6BmeyM+ANRq9+1mGPu/44KNyZLRjGhft1PJFpIcXCYhZXTbiXmBh5CgXspoS7r68Zwl0YZFK4w2pFo1tQwp1RN0hzG0y8Meq2HxYHW+/x3gvCi4nYcb93jd0+wZM2EXMNJbqXq5KTbmqNZx4HXjEmC3cvr4SEfguFovhQS1g2r1ZTLfLHAPtwD/mHyy0JahZpxpS87LhIsKLLFWTfO84i9Zr6sKZltlcb3CInnBLnx7S+NjjbOjHdDva+jmi6SFLHwHBlXvrkK82gKS+PbpTRI5c3648lkiiHtPchO67FoKymEXtlDjVCtj+usQX+hnupv3e420JhD9wprMuhYv+Jcvx4cS69ntsDc/EKh4XpHfY4YLWh72h8rn0Bnk3t6+NkwB+zKLAvSldpPoN/+M1PkOa3jhkI95eefMVpfYXDyq2bn119/5MnQbhvO3iasc3zXZlEVIA+urJo8wtE2Y4ah40nT7q5CQRLl6LaXrOGVvYRFRuI4Kh74ZKzU4TP1vmHif2bdzvhR58bl5yclxkSbLsnpDMqODWT2OR5s6XT0ogNm/h3rNwY8PSGDXCX4Q/F6IbbI5j98iwsLCzXFgs8IuuwcF3P8HA6dDnm5YWH55dXQ8K9UZayIFShFMVz5KK4Qxdn+y0Yyyvk0tPWx+NjpIm8WhgO4q8RyXs46Qn0O7hXtLyvT38g48K9Py6RFe4s/xJXTbhXa4wrRjOEe2ioaeE+Hl9iQrgnaapNCfeLikROmJfh0svbbj0tcNicvCHQQJMbMG9eGf+OrpCQrq6FxF3znun68cdvv9128tmVDrtOrNldUVFhY3M64t6A9XAJ2b3miGDfT79/8PW+XYYJdz2eT9pU+Oz++s0/pwp3X/DYYdWpBNPaho3k4CeDVsUKmOugc/aKaPOtQgdbhg42tLNIMPBEqt9JUtUoVOnLzNA24ppHnz2t8akTC9TMVATbZZAFdLqdx8PNDPPt1D3UwMNrh8j8GE8DY631/nsBuCp90hjwVdBbmQHvwRPi5JG/DX6fMxDuGwVL4ZI76brvtd0Dwt3broKxjQ+E0ltt9J8LbrXbTPDtHKiJYNbWLi52dgTh4HCb9sevQJN7oON67XfY5B5ivYtMuTtZreTz+XugGL7TocYxkOiyw4Gr2CjzED/E5Wm9206xUcCGZVhYWK5ZpvjteB4W/+Zy3d2r/QvgUr9HknskNMpwYPgkinJsq2gS0f3sPDIYX8DpEI34KkBt69VECtaX6Y9kXLiHRspZ4c7yL3HVhLvS9MhTU8LdwsK0cOdxYCKx0S28MENhdAtLX9kEh/54TbPCxgG0klH4fP161TL+eetPv/juhydc7tHuYPHcCGhw9/HcRabb7exqvPdYB2/67eyPzA4ZQ160HbTbfPKDt1/TCve268D7hmoVWHWqAY89kZsOQJUKeMVYao4zitB8JhsRw3MSUmabudoU7Xs08JFi0rWmhjGNkX56cxC1APQcTE+lxpoW5kEpjRY5wwUXjY3pvHgdjQZ2uHmUTt0NFMIwDqSKpjM459KFw7gIFWx6YSFMTUUSo1XkVmolObaJdN151H0TQW1k3Vi1qI7cnRw2hrJ68iwF03EfyIOoDDTMDMPg1by+gpk57hQo3D89Vx22XeHrRQdWZiDcDxy8ES45ka77s5v3hvCJPc/eztgGhft+H7TQKZYKNhI32G61dIo4HRtra7t5czKE7Fevpp98t1m18rtTK5yovOWiJVHzHulaHuuz1B0c+F2Phcxr9dx53/6oZbEn5z0yvybgVtD/G+GDaPfml2NjDQeM7Ul+YClbCsnCwnJtwvDbM+xz08mhS1JpHtQbyKHIoHA4AwohixXjPJW8gSMdzkpA/67N15+jiuuHS+vCjx2K5vTFD/iLlOOyKq8qkbxPrtt3CreeGcM1LtzTyiEczBDuOYeUHKHC+Lx2FhbzQOGeZWKIPrTKmHq+BXHHlFfsuF8l4S4HuWZ0C0uLxiYD4W4FbnusbSukE4wybx5MSU19+LE9UTWbB1euXPnNp19/E7vrlOAlGJG6EuTXDltb2xeT92hnpHbCisA7uj/+5KmuaTmzwfq+zs/Onl2mFe79rqBouVxqzhsFNpKrIbGNvTCX7a9Ts1MpsY5alss1aD3XYS+lBXuQTlBjcF4fPDcx1+oK8HNH95+GbpVhngeYWp5DAS/P1AbUDagdeJG7w94dTLgbrgvIg22jRc1kz0wJVzgzp50Ghfu3H/VJ5ZJD2jKCGQl3Nztq7Si67s/bBcMS5/1uPoxtULjv9aQtdHiKkoXwyXBpjpWVnR2f7wjN7raMSDo2ue+2ojX3SdghX/ysC9r6T0J/+17PU3aP8i/MXQvu+2MQlnEm0+0P8QM9PbGeRk8Z38eFDcuwsLBckzD99gxpkYQcuiSEk644BtuefB9QiUYihfYxcCb7nD81OAWdPIkMm9vDZUqoMCuQyiOzyF6Zi9xCe/3UpBR8m9Efy7hwT7AQGQj3FIswjlBWxdieheVyMWdyKgh3U8+3IFgP+D8R7pP+c10KGU9oINxvNe2204w67nB7SRAwd7HVepuf3/3uuwsQc+h03GLqZsahe9xH1NXR0ULhACAUQlEM+MrtQ3FxpcX5sl6odTGrVt3ZT9uX7nvsGDako8GdTU4wVZHN6D1QsQI2NFWLLoRgOeCvotLlGphSStGo73rRtcoA69aZOvxl4zQrh3GgULKkHskvhjQ7CVVXj6cIVFSBTD2cjUAqsfsSCuyp0nqqz72lpV05NDSm0WiaVUFBiU2J8vqe+okmmKo6DBOd0oU92HIPQC1PTHxDbnwuzFVtaLA3v+Edhfvbb3JyhYnV2Y35x0LTkmaZK9x3LL+BIdyd/NZ7nrTuJkZb7XwiVtCnrSqSHyOCTz2tu437+ieIu857k/v08/Rctmw+LMZobb1R67HD8NXOMuLUvbT3f2DTFuLu49tWrn1gsaXNgSjisYO7PAe7Hj3hsKlrlbgmNuKBxffCEuyHusU1Nd3d0BaZSj8VV606sHGpbqcsLCws1wzOfjnlIzFUEjKjIUblXzLB6RMK6+qKoByysLCnZ2Cgj9M0EdRc0iT3t+eoJNSYJUVYOqe9P/TisfxxSQkEKSursxUXyaGnvU09lUG63bfhJwD90eLqjpoQ7kH5+pGKKNyHS3VjV1lYroDw3kJOaZpxSXjI9PMtiNssMi7q/q/C3X1FhM+u1ckhj0ynqinKygIDg4P37l2+vMZtcPDgwX27Vq7+9PPPX/0s2DGkS4z97fPKtkCT+x2BoxuQ853BMEE1+LfffjsDX6fl4Q2/3Xn2421a4U62lWMvCk55U1jkeMxcQN3k3gZOswKc5naMDAnJM4VMYqS4mjSIzN3weFRW/IrD8v8pzuRDxJYbbTaf8tsNZ6ciR+0xY0M91HKL7ZHFstLIOMi4y7nDjNmpDdgnyU2X4keZIvPddxTuH777PnnZHnz3Ft82c4X7SrcyhnBHMJQOk1GtV+pqalzsoogNdp66LZzAIsdxp1qsrNzcYFW0+AEr+imCTe6ryeA8cso2kAiBBvf5DkssAyDfHmh7Ckx8a+tWcvF1F4TlMeW+UPwM7gQngumf6Ydhp2xYhoWF5ZrDzyNL77cL62Wl8IJuz+N5eFBX4Szto/C+kAEKu9G1iKN0pYa5lEKL+7iHjBcttYclVX0cf3gxp+iF94Yx3e4T8OSu/mh1IlPCnR7GiqBwNznJkoXFLFI80mGBhnHdZsbkVNM97v9X4X6rzUpzBp6Kxba2AsFaz30OW932W3fzF07ZIpPsb4+y3Uw1uDucsLGpOPLLL798Ccn3aYm1+/2bD98+qBXuKnkJ2N6auLjiYpksDfxtM4Q7OOxtOeEXe6ug+zwr/1BpSxj4zXXgPJcUQmC9p6eD9NZJX92fjKnXZYN73VJaTvrZoaS/nbDOLDOfIimJnoMansYYgwr2PhO6oOaKKM+nJ7xqqQqFQ8FDLS+HH2XllzciLUPkeQKNhgzHk258OjjrIMOH07lNMEUV+2U0SnWzWlLdHKSKLpFz65uwAx9PbRR1DPSAZV/Ukfs4NLvHFBQ02BfA8iVTzvv7778D/+Qfvk8J9wLw3UXZYflfwnWGwt0JjHLA8DcYu5U/SbifPhFMlGU+nHzywEta1x2F+5nB53VbOC9eTzyUeZz+1s/vyJGyssxMh1PrH6CSLadWHyab3Ck8D5whRh+N8t6246DN00tWlnXtjXU6PfjCmb0vY40lP+rCzRWvPYszXQMDMyEgdv58J35yIFaVPQSVpyd202teWVhYWK4RnJN6w5Ravx1KDSYSJeqCXP+g/PzycjBoGuTy4mJRdAEnPibRv0U2ElfJCTtGxQRG5NIM1YhEVVIvV2F1gSqBjg9UxQyUKHUHSChoKNEHZyw1qgJTwn1EH1XwqmoxLaRYWMzCb12TSeFe3DBg6vl2bQp3ym2PCjGWbX8oMzMQ6OxsbV22rKbmxW2traMhZasWQtr9+09+vPN8514wzpNfeOGFmq0HYmNjD5464ok8cfvpgICA24d/Hv4Vvk7LE55ffvnmRzAOkxTuMosZL11Z4O4BxeYtvDqRClZvGi6m78PfBK7WpILfvb5Tm9EvAyowj7RARzoNJsmZXGrU6YzJlVKLZWlKRLW6A9LNMlBdTw610+Lhob9n2DJfKDT00KmKGvJ3wmsH/0UDv7dChs+eIRyQxmCrwOT7Ysi7b6Jw/8DgugLpF1OEO5UlnyTcHey2TBLuATbzoVQ02W4+P0TruqNwH3U7wthmLuyni7kbtMrL+Cu1zTLY5D7flq6hWe+5l9hgu8vlWXGnt8DqhPgZ/jKrpXMP8jc41JDP6jLbGuhyn2e9n2qVEYsdHPDrYTF+IN3vrV8Uy8LCwnJNkOQbx3gpP4ql65wY3zR3d39/zLlbgHBogsaxIuExmJsaB2WQWe6UNVYHE1Qz4L2BKyn3cBUJGULFghMvgvmIWhJgpwwRgyNYjQt3plhJ8i1lhTvLVYNrUrhnCRNNPd+uTeFujtt+l6MjrDkFUCcxcbT+7Z1Pv7Fz8ATjfMU0B7oId0V/ou2ShP3VgP/5SeEOVTHGN0YWQIg9Jy3tYhU47OXgsI/AKNHmaHkTgBE+YU99vVyuwtoVNRrRpaXorJO+eoIZBj7gnLQOY/Jg4yOhWrObDMsjVGAeaW6mUuUIFzpbmFAjjq6MgaKBSSXxTRO6A6rUGu3daB8Zp++bQrF9O7S8h42MoHCXSMYkGrUKTjRA1lGeOEFPmk0X1pO7KElMTARLHlKMHQMd8TEdefHx0rweYS5UEqDrbox33zwLTwFD4d6X+xFcF7hrPCfFmc6azAGjHDD8BV9auHd1vuz52rILpOu+ZMXpXbZE4IWXGNvcCCXsh1cwBiQdP04Qxx+sefnI2oAbnS0jbDYRD7fSinvRkj1EYOu+G9fUXPAeXPPspjtXPXpvwOI1DwbbRmWWEY/std67Z19sampI586d6LVnZr72WnDwKqIr8JnUhcSm8yeW0GF5FhYWlmsA56TQOFWBPgOZ0dTD6RtoOpZVWlpYKJUODYWHV1UV5XYM1A2lJfg5a5qEHcdmzbFMyelXqHIfzxXW+6uzi0PXlZYUxtPv2c5+Ck5MbaTuECDca2v1R5yZcPdLKObE17YwtmdhuXzMEO49clPCvTYo8f8j3CdUKqNbgHCvb4hcscSk2w5t7WVlYnEwCUYK+JldgWc27G9dvvzCC4OxX3z405drb18PxvmtK/QsImemUvj8/PPPX94bEXHvokWMLQxkvnZluvHJqUzWefRCXjuOJwIBypwH2gBpvBIoOo9z3W5oQs8Uaj4pnSAf02pmE9XrBfaGfe5yf2ybvyKUEpWhbDfdL09vSAX4S11xLFUvuCtYWJ8lw7lSItwNI+FO/96qofcyCOa5lph6oBSXctw5nA/gurM/vOGape2XR9AoN0u4h1gLoHTdh3Td3eDD4GoYeBrL2OYV604i1YYxpMnbm4DdtFoHik95LoZymmDiETH9Yz+rbdAq4wA7FHhbOz4MS6+DBTeDjb+M/wh0uW/yvJ+f6Xic3KEN5bXb2QkEmbD02pocLkYNYWVhYWG5RkC/fbLfYi+pcx3H06f+/riJCELp1WSLhp/7ORi+hEtT+13VMFc7VzrmGuqO2qMRKoNpj93Po9zAJE/AwLz+iDMT7mjf5/q3M75nYbl8TAt3BTfalHAPg5rB/41wT5RIjG4Bwr1E+KfNyybd9of4W3D5np5Rx21Qve5js2guKjMuR3mIWtwSwIitC7Q97sjmL74AUx4S74IjzGQ7876YJdydZiUltXlgpjzUQlYMMfZatagEgtzDMdK8SnDZC+vruf5q9ZiypfFQsUJxXZqXWfUvzrP8ZiclpXh4eFD2emgVdr3LSnE2KRj5VKN6OuV6p8fH55FQoXmksEfvsstLqseYKNt1Nvjl0tjSbrDLsbFmhoivJ2PsJB0d1D2Lj6d+1JROtc/UKUfggTSWKiyKIfof2TIEu4ABq9FcYSG4+UWYcM+TxgzDw5hQyYU98glh4bmmnoGGhqNH8U9fX4PB+D0ml3LctcL965+VcVnH0sKTqJjkNMJ9mYE0RoNc7LjL0sl9iWDr/D1Rm/ft27WNeCR4J2ObV1qtiVQfxnPnxRdRuNdsbrXeuNEm4tYV+8u6H6kgp6Xi+9KOzO5Hdrq7u/sM2u6/z/Ew0blxt2WAYDDzmU1dRIhg4/w9jscdQ4jUEyfWrh0dJYhly3bvPt41GhhsfcPChwjr5U8vZUshWVhYrhGck9Jcq0m/nRrIkXEUQzP2MOtDjadP6+oWLEhLk8uP9vFacEFXSk46RzVW5eEb2qIsSc/lFJW0KNL84MVzTmRHegmMMifxC9/O6Rgvp48x++Jk4X60T1/3OFm4p/Sqpwp3RmCeheVKkPfFyYw3OSq4/kOlRrcwQ7hXjTf/Z8K9rs7oFpblknO/2B2McjTRJEM8dEPZI+Czz5t3992BgRs23Hffc8sGBx0cnth9eskDiyLW//zmr3/gxNSKCoGDntXP6Xn0888/C4avy1bDzfRoZ6tWrAdT/o9fv34fksnGhXuOr0I2TubI9R67PdQaBkmUvBZZlsVFsnN2xuiNaBC0pBU9NSHSJyXLFrmJIjVlhEdG0hn3qxSavzxm+cKwKqpdJlLb+S5COx2YPDmVghq/iun2uMhyC5krrP+VlULOXWSwNgBL4evBg4c+HqkUy38vzfSO+8dvvguXcv01MqqIaRrh3mntwrhm8VxcM7qSvIyu+6P8bnEmscXxAHMbqIHJFMByCBqcnepmZ2X5vMBR3Gm91iXZsYxYM5fukzwInTInyR73CojLQ4zdG5ZAW54Wi8WPEIfhZgGOINeJVd7QMCmANhw+38pqI3m/uskxY/qCGhYWFpb/OW2yOu27V5/0cfi7QAgFkLBkCf8GwJzywKR7jJQ6F60gO2XieOnSo+C2H+XwfCkNtMBdyUmXFGt3ali9vsCifLJwr9TujsJQuOOuJgv3BlPJWRYWMwmSanjG5+ooIEpgIpplWriHyyT/lXCHAWlGt7h+/MtPf/x+er0+GWyUcXCgjPIHXCps9jnstINumc4fz979jMHYyZnSCTU0P/742We7LiXcaZfdt7cfHOORbA3MAa3nQhY7rwi87iZuSZB6LBscdllV6HUe6BWYYtbs2bNT2hJId70XdgpjjsCIjsvGdnSVHNeWCvNgwlxeZQcVT6fmlcqDmkm3uy5uhDLC8/Ov05KTY15onmTOAji8AW1t+Gp6WbSlzE7pxUAPKdxLS8FXhwGucXFaY147solsjgFvvRIeVEw8rnOtT4faHpG6digsWzmUDWl9tUiNeZx00rGXxsTkVeZ1cOvxpEJHR3y8UJgB9k1fXwZiINGnd9w/fvNNuGR/zj87sqoqJ2dWAP5DG/4q9u2cLNzveQXmoNLCHVz3wfn7OwMJfuDLVvpxxIt3bCMyd53Q3wgzLju2Qk+7j21yVNRGwf6QVcT9EXQI/iXbDcSF2zGPEyF4eVPgwsPBK2+aY+li3Xm4e+EzyTusAp7bdvfdxKrgYCcnH5/AwBtuqKjYdf8d8844biGF+7bVD7izpZAsLCzXAM5eVdnRpN/eB91guZyCvKJEdF0yBjqwwT03NzS0uBh9mIEeSqaUj1RympUaNbewML1nIDdjJIeyvvxS6jjcdpl2t21ZcRxhloFwj9MvVQXhXlREnXKnMBTuzn7tHO4QU6z0H41nhTvLVUJUZFK4y/3VI0a3AOE+kc58Ck8lPGvMlHDv779Kwl1p5HyUu9WtEa/9/nnqV8YUNQU67aOjDz/c2rpjR2ysQHDzzeCtnzro4FbzwnOPLn/49bMfd3ffBdvdVcbfQpE6aTTqM5983303/c3hw9qtAOoAmxwdHX88++23kIiYKtzTfLNk2dCMou9FwRy5SlQHneShumGdMwCFLtatqOETwOSyFWqcqNy/Ggzp7MjtpCDWvwRdBah+eQMiIy8RbDeL7MjSSfuqutRMV0rZF4OvwuPViqDVnjsAPb1MMuwr4VpcGYC0w1dsv2ek3O1hwJ5U2mBPjdzTY8pxRzLsYyTtvpdolTnlMFm4W1piuQsl3BEnq9OkTd7KqKixsttM8KGAXYeNDRbAUMa4wG4TzERdCEY5ncC53WE+cZ9dBXn5Rs+t/FXENvgUsFQwCNvx+ZusrKzmgoUPzAVxj58BHB0DrB6EVpkyUrgTxP0u+g8NLCwsLP9bclzV2lfdGEkQNMvkwcv5GL4GS4WuI5hw5/HwxRya3HnUq1q7P47hLrAPkmR5xPkP29MeOwbTo11pqZ4WWcsp1L0RonDPdWVMbpxcyWEo3FGspEuYA3AMS+FZWK6EMe6YCeHeD8v2THWj8IoMThpNJcFCaUq4+/peHeGeyKxsmowLZNt1cyKNslAcYrtDcMTFxcbGzs7Nzdqar5U0kxE7PgjWOWLLyLcjJ9/+4JvftZcPuJ3UbgUY7oCenAqgEZ2Tc/GihYVraVx2tWgCLIHKmEqwgJvqMUfOi2s8ZHFdeI7xcBMJutpoT2N6HRVsCwS+JWCvR5dMcHtgp+itF4ElTSXVg8hgOrrqxfkKylA3dQAKNPIRL60brm937w2t0inrY1n5WPfCpFY7CHXmVNfWTdpXS3ExQ8VX+ZLHL3bdDjNnSxuxYUapxJr3aPLEAs5PBSeePLkg5NZDwj2I2i98xRh9ekNDTExDQ3x8bi5sApNVjxYUFMzMcUcyCuJVotI/8R94jsGpiTWnui8p3A+AJU7h7B4hOLlwIWG970REgNZ1t3KwI/huenFvuR4Ka4L3v0Je9hFcmD/aNY84uZHulbn5xHKis2Y3efmVm1/bJCai1i+yvMfHIXPLDTfcELJokfuNsYNdsMrj9tstLdeuxQFjT1bM31tG3HAD9SxfLZjLeu4sLCz/d/y8LJSJ1GtuxuOqiYLcHvl4tlqVkZFXGaQJa+dwzp1Tq3F1FoeT3TjL0i8p/GL1udy+yiI4Od/S68XjDufRHnu4LIijyu/Vfpc2ruEU6t4ISeFerku8myPcC9X0jpFemNStZnzPwnL5KOXqMePCvUojMiXcW+KK4pnLNKZCCvcFRhMdOTlXSbj/w965hzVVh3H8OdvD+WPj8sgWDMThNnYB4cGBOASJiNSJUBoKGKyyCaOAgkRCLlGKZFqWEMRFUCm5BIVQgUZ5STMls6gelbKr3e8lZT1dnt73nJ3tjMs27GZP5/M85S7n/M7Z2Ha+53ve3/fVWZsU2zBjxvz1h32v8vvdVjePIxp62zz30blWtxTPJ+8/dszX98UXlyzx80NJUw52eQ/Y5wfWvAGO+xuPuG3YsCFl4ZY7aMCWt+H+dz/74Yj59rGdvualgIcp3Nw+vOX8unWnH7cI9yg0oqVSa3F1v6Se1yZNiM/kp5ozZ50FhuLz0UhGWc6Wl/lUQ9E26YBgf7wCllFTk+kvmllmuUyH0AgEVdCZlEYkQ1fjnwffM5qSMNpLZ1rE8vn4IQ2iYnMq4NHx6fdY4w4F/fgnEIvDgALRRAXzzjju5iXxA6WyMa9PeKycULhfK2RPCH0aTPJi1x43T7Prjk1Yw91SrAsIhRi8zrRcUgmPBK8iI4OZ2auXT7+DXAnzXWkwFh67p2KVO87soIvl0cQnscrdxcXPD6deuwd2WL4E5a7unOfOwcFxqTPL4rcbqBz3rtAYRQJcJZUJYl1uotLcwW3HOVAE0QvdyDWKEp6ESJQJ5NnUMbVTkhE2aB6KL+ARnZa+qbMEEAxj2QwK90QMg2dwLNxzeexUj1GeiDUcB8efIQEqJ+xXRcyCTEAHwj1PnmMTjDQeFO5GtYOwk79GuAMTPzU8/W4QN44p92v9+OM33/U64vaga7ntU1iWfgT886cDD/964dSQgzwePlyzY11aG0uW8HqPHy98/z3EdVPCPVUdV1ExMFBVVVODwSYQKy7rExl1Saam0sGYVK0j4e4dNW2aVrUCW5tC/TgMVVGBPZ4hcYYnkdTW5uQkJkIVN5TIl+h0MOgQBq7ExMQ0O1MgH0UBKSUA3TeVKVHX4HYAE24LoMvlkYJ9ubVWYOu2yLCg/iLRjx0sJ8e6pUQ9I9yTlW3mvWoy7yXU1KifyFTkwcTUpJaW6jadcqS+i1o/JxGHyNHDlNSakaqqjAyjEXLek0V9knyDARx3m0J3Zxx385L4qQkNXbEiyvLBnki4LyyOJo9czhbKaR2zybKINQ+9fDxkWKi9zkV78AYyPHKJdYGsrOjo3T2rza64Nuv2havI53cdX36nCv+ed954d/HKMzvNJv6m2x8nfZYsHs7yvvLDiAZoj/qYOzwKJn54+K5dCxZ4e2/YABH0Z3yP9WDtF8Wy8ttvzbK9VMDBwcFxaRGlGtzfaP61xSyZPZICyG5v6e/f1xXbHdVsVIKV09/XFx9vNObnD8apm4tKlfUSorBgf54ajqneUW399bpe82CDLTXE1nRGuD+R1GhgCXdNt0PhPhDKus8Jd46/j/1tyhr7wn3UJM1gtR2YCMVmh8K9N4lYlO2gNJsgBgftC3eTYeTihPt1111++c0HX9jlSLg3RBeHu77y2sefvPnpHS+0Pl8+u6EhPLysrKNj3Tofn/b2q1JSUhZDMMwNtx7/LeesM8LdTpCmKmvmFT9cuHABZhxSwn2EUXsikVg8INDwg6bksl/GH1RsFiRBuUc9q4EcDMbjScFfL5UP8rPBcLgYKPueNvBpC3+y7BZsd8okui9iNTodX5bOt7Whp8ZlY8bSyOWWTUERP3PqsE/GTmy3gok8IOvNJf24ZxpoxJoJ8TQt+O5B71QLaN8XiGrgv0o4i2Le1ik67qdOicXWX/yJhPujfmWkJ9UzlSEEwte3e4S4X+Mzj3LdsQlrtE8keyUfKEk/OJ2pZ8Ekd/DSfa4NpF34B/xWkndMF1K3s6bfDs+tdNsiXO6x03U2tBWbSz0+jFVbwcFCIRbMo4H/ip9FuZMRfnfZXAPg4ODguMRAk5yNHppyiPDf0HTKJAfEYjScsNa9SS6C41Y/TFkymbP04vhKQhefbh6sImwfYY220EBX7RLLPRWUzTsQ7koxUx6PcMKd4+9DLhgRMTVdE5Mth1wju0vAPMC9DoR7UKiJUPKx44EdCEKhsB9sGCtbdHHCfXj6NZ7O1LaHg056ysdaMdDg6urmhu1pPDyEQrbqncUXOUzAdyDcEaVIJ4ZfEEq4KyWSnBw0xUtKqquHYvkxKxy57N7+UWiy3xSEcTHpFUWlUMVuXMSrT0y0OuwlYLCbTPGxFXm9MUubHQp3GDIKBr0MrHvsoJpKOeuUfU8b+LSFz+MV7qNN7r17ac8btkRRUI+GPtJWPWAtQi8tAnPfBu2f6M6pHTNWbx6rhD6putG8B8n1hTYW/d699D7rd2C10IjSCK8maSABXtnm/U0V8oEBXHWkprCQZd8n1vP6Crsy+gpl+h2FEtp4N0zRcT91ymisqGhu1mrRwkbh/tqDtsLd68NVY4X7wwdAuN96fGdkJOW6L59/Fxnd08peKSIimvSYwwh3bdbDILoPHThy7ObhLHDa73mqh9wyh06ZUd34GFj6HQ9+O2f+9U+vua24/Mwu6rxp+KGHYIbrrjlzDh4Mh4CkQ7fNO4PCHTx5wOfM8fm07ufg4OC4BJm2QiFl0gToS6J7q3QZfUR+bWFoetDSilhQ8Prqaq22uZkgkpNN+zP2waylRIMhXkML93RNMiGuY+rYi5SF+SbL4JqarhyqcxMFJdw3spS5EQ6EtsI9uZEtTkyGShvhnq4sIHjcRUyOv4QiU02hfeGu3gy5RvY/bjG9e4k4u175TelOCfe8PPvCvanSOHXhTrvtdy9xRrgX97S3Pt/T0dAQHV1WBi57+5o1KSm+vocPe3gsX34nhHEsWDBMoej+8WxnyPrV9ug++33nb/Tiw8OwLqBSaQHrt3ekUNzGCHcx9HmTh7IvtjkgShXHz4s3QRa5yBLBjlXaI2FGgQk6qPInCluxj79KDQZ0HprP4FxAvQvbvKdBC5/Ha4RrAkiRYpAyvS8i5+YfJI7ax0wFXYnfSdXhF4yrwTfAtH987wAm88YYNgL98RgSZTmQM5MjeWeqjjvelMni45vhGgoK93LX6232bzHMmLYV7h7Bz5MPB+JSCyjXPRhq3Emynb1ScPAy8mSg9cLFQkhyD/Z62OdDt8OQ5x4S8BR5lTsTS/OMnw+UzO/284TP4F2Q4d4RCJNSXVSY4Y6JMtOnY89UJlGmHAJqqMfdQtjb4+Dg4LiUUIjRXacxsPqQ5Ar2hw5SAWF6+oiKuTKIURyqrgqTSRgBrhCIiCE1ozpi4VqsVWtn2sTAoHCXsa8T18tqxgh3EY+dIpMg2Wcj3JdCyXyG+tI+UHL8V9io6CMcSGFoQ1DD6uI+AemheqLCgf3c7YxwF5jjmiajG1roTFm43zj9VafcdisNs59762uvxR7XC7NwACwlwObw90N1++PBMKkUiHAqwz187TxzkMx2Klvm/sBAHEpocTJz6YQqSrgnmRLy8tKZq3aTwXLZ40YHK+oGqquMNSKzx66XVYoKdI1tW2Ob8hRQv24/6gdHY/x1s7uePdoLBnTdQIt0axUVsaKHgRlfnS5LRwtfpzsK1wSQPE0vZXo7kXNDmfkU06bR5fLWknmGVGzk+udpbrYdNiYzU6PRKPKaBBDfvh98deigqswQwauB9HZLjfzeAhDuyjC8rDAwQF9eKFGO8HLyJZL8/H4Il9HvSIT3OKcfS2UaGqbguONNvX5gYONo0IqDt64kZ5ePF+507DrDXY8/QrodxzzHO82u+04YqZ19nSIlZRm587j1C7PlqXLyqvuXPLhr+8mD84XbnnQjH9p5s/m5kMgIstynvfXxOcuFV2yIJDtOHoYPoer4cQivIV955cSJ7dvDyVUdUEYDrNpdTCn4ea3HberuOTg4OC4VvKcFyY19lNMO85DgAIgmU34tTkiStZgyN2eAqK8tTE/39l6xQio1GGprZbLO6tGluuRCPSPc85JEhthms3D3HtIXJDPRkCDqCwuSrc0cKeHO/v3N0NsX7kM5feOEe1e2w0MyB4cTxGT2ERq70xODNjYRGUF2VXl2up4oGnQk3JM1DkSpweBYuDe2MDPAJyZ1ZIQt3L29hcIrTix0ym3HGoHw2WUduw+tO3/+bRDu226dP394ePXq9evTgEcffRUCYR7a9WAr0r6SFu7R4RMClQlI8W0/U0u3trpRcTJHTp7EodZTTj3Y8DfufadKCgn49junspmmGuVvjhdIddDolLGCa0X1UK+dAHXaT9g/wRoPWtEV8QmUCT02BqYWhLuS6phqgvasf7IsnZ3lrpGXWkvSw8DTtjI+Yf6isCbL0IilLebNYd9UmieoudJaNb4FGjl68UmwpE2FOz1QSdhWqTGsUWyElJkuav8o4V48Rcedxij+9VesxKIj1hlQuFvtcQSDYG7xwjmkyAL3x3wOwVorPU5YF/GFQHjsncqwM6CHXOi+Xnjc63lw3t09PMl5wWnm5zb53gvDHfFcAp776sCTMJQ5FN7HB1uMubp6UX1TX/ZE5R4Z3G723CM9bU8wODg4OC4JolTdUJIOTZfAaTdIePFbRfjTnStog0SZ3DA6IFICyTIuajUmymCyDF7x1KpkUIzOeIgJ0N0jzzIg9k21am+YjCq2NlxC4Z5r3Tqabhl2hXs3HE7GCndrLDwHx58hO7SAKA21J/f8VZmOP2+5RJ15tsdkdBMiATvVdAJEIsfCXRnGSlKdgCBoocMS7lnQyf22SQLYx1PsGuEZ4H7DzLuqPj91lo5ex6A8ezCOui0PQmWCQzCi5uu3v/kqkBPu/znhfnpS4T6p407DCXcODg6OPw0n3Dn+v3DCnYVVuCtPfey0cIcs97FEOi3c3/zmK8jUdiTcU9WDiiGBDn5kGF2bC6ktRwXdZvnpNM3qGH4p9E9tDEvmJbIEJgat0J1T6yhNe5GVeHQtOZ4JgAyG2ntKi9vPc7cR2NANbHJwz2zRTL6wNVsG6RLVTroDe2SF1DKLqPXM5ygKiLjHOncchh2gQ6fgX/j4PHnurS9F7HfQSccd+Qge22aTGPR0wBlLo1MaVNoHAnayHlkQvAuS3IM9mKh26J2K8TR0CybkYOAas9K+fPqTbn4+rrAZpmMT5sqU+S10WR+8HaT7JuosYFnwS0IhVrl7eXlCkDxWuKd5bAHpXu66OLDVLN3v9d3E2gcODg6OS4DmUIHl99cgKVEMhRUQibxOdQzIY3wkV94E8WqF6lko2hGm6SlmVzOZMlpVI1FviYKh+6YySker3m8TLpEKJfNTFO77JFbdD9IEUj4cCikODifhEUlyqNaww0aJKJ45K52Eelm1gwasGp7OkXDn8cLC7CvGsSex41Ghb0rfFAq9nBbtZX5LIOURytg9U9zGSXU/P+iKSrVFTaNK1OdP1zqRKsOc8MyYPgdX8rjV/R4cwtMTLXlXVFVmWJ1TJ4MT7uY9u1SE+1vkufNfFkwk3B047ggn3Dk4ODj+BJxw5/h/wwl34J8U7uDIuz33nHX4SYV7szpTYRIs4ukhdxbJkXXxOgWlio2hU9DVKhVKUJNACWUoVgGaKMvgGcXVgiZ5Jn+W2v7shAnQqjaCum2CYQWwf4ithkUksj7qGaOU7l+KpTw0G6da0POXstS8F5nyJmq/ksQYyDtJgE4NFMpglU2pPEFQDWn4bdCvrFLywZvnyO9OfwAXaSWSRFmiuWZpSo77B3C51jqf+1mobrEV7ld7XAvB6wGsR7DRabhbpI+Pmxsj3teCxmZ6p9JJ7qt8sCcqMifwPpDuKYFzzPcxpuaRmXMgU+YRmCl9B5TKHPF7xcdn5kwslBEKse4GLwINu/h6rYVimcMet5g/nlvMwfAcHBwclwRx/EWWSlE4mlGxaoXSIhDHLfCb3CcoVQVBhrtBpod7kvh47EHIFHq2hSVaMmU2KkaINjkTBkn3TWWOranQM1KksMY/pvJqRErLPcCxcM9lhcJj95FYYocjIcXB4SRHof8989GdmFEodWafOk6ADgSO/amnGtBGDgYRg0VrX5LyBWKHwv0oQeANd3e2qz054a7tfpHBD0G/GyvL5v0MqTL3Bz4DuTKTRFk7Fu6YxmP3BBs7p3556quvmM6p4+CE+9/B3yzcnXTcPzBwwp2Dg4PjIuCEO8f/HU64/6vC/Zuv7rEV7qi0MUA80SzXE2XJYdUCBT+V6mXvDP7qbKgiacG306oWC0GEJgmG4jP5cWr77WnHQg1HzydFgSuR2MpQulNqJyWCaWkep5raBsYxy6ytkW5r+QtFJ7W5i0RsM5QpHrLuzTDTevHFAnQrVpw4yz7dYV7uj1+tJTt+vgDFRUr4cWaY0HH/CFT6hML9Hby1Q2SSj8LfFYW7dSYpgsIda1usaCHJPdwtBbo1eWFXMBTvc6HRqbV3Kia5l5G3Q4Y7zZzAFNjQBi+Y/AzMd19I9kDtjT9Kd6i6ge6pwulYIoPTU31houoJjwiqWEbrshjSU+d6boG5rtSXwXXxzDtZ+8HBwcHxL9Irr7f9RQXyZUbIZK+EW12h2ZCEEAeVLQaJTDCkUqnVBCGV0qvi1FSjZWpqk7SQaLIcV237pqbHN9ocvzFoWme5B5ijnC04I9wddmTk4HCSJinPUe9UqVjUZncJl1hBhoNBZgmqRAN2l4AmCTKZ/ZhTPCdmfxfGQwn3wEBUI1NlpVuK12KYmjqf+ool8mNAK1H4+lIh7MB2S25M6yPnT7/yCDtJ5irPO8xLLfaFfk0ez/z609l9jkra2DnuZjjh/p8Q7qd/vlAzkXAf47hzwp2Dg4PjL4QT7hwcnHA3MzXh/sn5058+EvlXCnd1XpHJpFTKZHv31tZW7hhRdkrlRU+MqptTg1aotFH+drslX6dNjdHE7q/eqlsEHf71MEROYiKPV1UllRYV9fZmq1MB7Ns6zcFA8AOTPhqjKS2NNbVV6UpEffRwdIsiFL845MDA5qIi3DdsdoQjp95EdVPSUv2V7G/AHybIUlANnGJNJjE2dAIKsb0TBWzPArVdM/q+LiV7zumUSVbW9+lZA+ZYt0N3l4Jt74DmTItKSpRKgaClJSlpqAlfauz+zUWldUnQkgmbrn75/jny3OlTe/Lz8/fkZhQUFmSI9Hr9Z/AZGue4nz43sXB/9xQqd4OhP6eyr8p0/Lgb2f4wE/5IvUvaY2R08Xb2I/PvIqMj3HDuxvr1R45ERKSkfAjC3X2b9eDhe9888r40pgGrasHdsKGI7bsit5yY76IafowMf+NFaG2Qdevh3bvLZxe3r59z+eW3314GNTJr1sAhTesRcoiM3HBw0/LpbuXhs5/adVs5TlBtaNg9Ly1rBmtPODg4OP4liqozcrBHqqG/MgMDIPXwC6wn9kADwpwcCZErHVoxGlvdV7gnx9g2mq5SeXsPDBDE6Ci9cmZFDhFfxMzp64RVFZajVdMOUUapZTOjpkVETZA1Km/pHsnUhHtmZ4GNWLkuSEHoq5tYj3BwXDz8ij6DRmtPagXVVRtsqrvGU1SqN/TaXSK7tM1QZXcJl9JSg8H+DNf0PKMj4f7rL2+91dGBDSGdo7j8wK6URx/bdv3qOTefCLnhMd/XH1347dwNp8+tW7d27TqKsrLnzNi0WIouLmb3XFo2u9y8VFlZB6zV0dHx0UcwyLzIXSkpKd9ec7/vY8eePgGwd5ct3OPkdVKpyNzCWS9TQnG1hh9kkz4yOf6Qkq6g6rWxzzNikEh4PKlUIODz1WrnBqFZERrDz4wfElRDsuaYwm8UvzjkULwGbGln980Ws6eNlxUQqZSR4taaxcnIN5fN/wlEsjEXDMaxh1mU3r9S+SDs62a5hp8JwT50Sf+X5hp3JJeXIcqA6ByZjBbuYxz3yYT7+5RwR/IlJdLfAh8m293Ywh1qvWCpDez3bfpBMtonEm/itGt03VG4nwy0Hjx2QjjNQvf55nszhNfCEO1uH/rc6zEH7j1AhvuAYe+imhni6upaTh6aCYExdEWZjw+usGnmIfKA360zFwjnQqaMn1uPazH1FVnmekzICXcODo5LgFLxDuqHc49kH3W9M5dXDwnuBirNvR887VJVOmS59xP94qP0ZVSplCDUZmGBmTLW5OoqkUhkTcyIhWg1qyE+SwDCnTUbaykcGaYk3DXSDFvhDmkVeikn3Dn+GjYq+ohMu2UYmGPEykafCPw+8O0ukS1vI8R2l3CRy+ELZneJOIXOsXA/fdqOTh9HuOstwff5ps1cDpF56z22+d7udXfw3NavscThryHcB5s07Qp41esa351o4LP21pst3Otzcvr7a2qqqurqenvV0LRfpYqK8rbrXt+U/oQmL7ZFpxTto4z6nMQdvOSqtgFTkWI0vRm88BUr6EHsjAE0x/RqimJN1Z26kvoCMNgT0fOv1Rd08ZTGRmn1/viiisxBdNfRW8chtZS1bn/ftM1xYKtrSuvQVqcs9RIRZaqjgY/QpndGRg0lk3WNW8HPRuLrwOI28wRu1QK+oj9LczNrwOzRjZZNwVkTxdZGerIqT0958zmUKw9mDvyvsG8EHP/Gzh++OU+u/PkHaWdVJ3TCArt9D3TZNlClMmfP9qMbZFe4n/uogSXcDYY9EuLL8+Sh12CWMgsU7pFZrCOD/3xo1BuBt7AfMLru7asayBeOWOtY7kpzI93uY84Mvb1Ptt5GenqkXbMwYvs1acJndz0f/dQmmGk64/JrtjQ0kOUBEBapUoWE9PRERx8/rnKZMeOagN3FEfMOX//ANT3QEzgaFkIaGtbMPcZ57hwcHP8u07RJusJ+LF7c01+oFOXU9pfsb9rcaTAQ+XplXXVfZb9oqDqjSw+TUvsL1UvpA5Ren5HBHKqkusT+uGm02pmm5RmSO63TT02Grs5My71eYwHBYx3hlhKSzhbLPcCRcB8cqCFatKyfTW8+UZtczVqCg+PiUaVmEAkae4GQUXFyoiCGqQubkNAYPdEUM83OEqmDSURJjN1ZsIODBKGIsVcfrR4UE20xk5XT+C+/cuG9HasanHTbO84sefT2k4ePP/ZkQMpVu55a69NziHbXly0rLm6IXnlba2ur24svBgCPPppmYdu2+atXr76r+8LZX7vnwK3Vqzet32Z9Ou2xR6/FVQJe3NV67vwrb/Ssio5GQ74c/PiyMjTw1wLgwacs9r3n2JendJ1w+k8Jd6paGh1thcJZizwotFdRCmXfOKmeEoESPS9ZWh3fNLXklqV8jaJOcFRstAldzxcVUJ1TTfLN/N5Q+1OPJ+AydTpY1Xnx+8GmPkop4QlyW+jkFqRRPGAuPS9SoMdNM4X4nIvBX6W2bEph3nyLuJEW7mOL+eksHmzD+gPUuB/6+nNTkjQJZktnmPOEaeH+pc2LnFC4n7YR7tRip94i100k3IXsI8N0eKSducOEnb4YYBXuB8G4Zzc7dXdrJ1+YGeLr6fpIgLvwmeBIyJVBPz7L91EYqtzzblwIc2VI0t0dt+QL/VPLXXd6HPONsPmq+Pg9xnnuHBwc/y5a1VZzgFm+RBQmgsgYnbxCAY66ucZ9HyRXV9NZMpI+5hCIl56ZATBTZqllsPcIpTTGMrjApm/qIATDs+1KEO5SG9PQkXDHut4kFVsTgXDnHWXd5+C4ePDja1LYqy2PUlc46hyQHqp3GLKSRCj5dtU/n08QFXx7wh1bJIj5zBdvLP7Tb4ZZd06z0s/T1z0wxMPda0vww+NanUYfWksZ5QFYte7rS1e7IzfPRAnDTpXRCq+0Pu2R5vs6Vem+JXjD6fOPvHbb7om2jUXxR2DYL0/9VMUI94QiEOzoaE+bZt8ib07vzaszbdXVo3kNxef6ggylUQqCt/cJ2mVHQ9z+EEHNoTGbYxNMnboa0T6sKYdh0K5X6sTSlv1NRZmj6bS/fhMUr+Nw/nZnxk7Toru+Gbz1pDaxbpGygDLW0VnHEvUcPV3hsqi6GhztJNrghosKFIwTjhui0U6bRpXKU6b+5JuESnwWGg1dMj814oeGEhia8vI0FJmZCiAujvbmR0cV1P4OwK63tWGFe8E+c417raRfUquvLKgZSS4xhiV/A3/XdRcuOBbub52OnkC4Rxd/Vr+1NEbLvNHPtEaQt1zPbn9045kI8tAm8yPouj9zfCVZXn5VyrMn6AOIcMHj5O55z1pWOLj4YfKhB0KyblyftmTumlYQ7j1PUvU4WXNaoVvB7ANZWeC/z9i0CU4I2p++VeWyfPmB8uiG8nX3H5t7Zhk5m6pxp74MxZGvhrD2hIODg+MfRp3epoSrm9RPJlzizO+XVGXKTcYdif1dA5ubY5rEeOGztlB3NK/FIKlKog6B2rw8g6HJXKCi1RbmK41MocxghYjorGCu8TfHtBElddaJepqRmoxO1sZBuA8Mse47JdyrNrKtyo39ek64c/xFeHuLC8VJoXYX6dV3JVTYW8LfHz7GTfZse++oUqJms/W61ARERRFE/GZ7tr02qJpozJzItvfPWn33fT09y5ZNJJPH8sVHa1/ZviT4oUfaezp2r1v1XPmy8OLw8p7W7S/eF+AFpvkzV/x29vvuimHgzjuFQFaW1sIMynr0jqonEjLpnwBvb3/r01pVFq4hFF6+oPudHOnQ8uXgyc/f9kza0yd3ohEPNn4r1M8A6MB/8cWqVZ5m4V4H02GdojlUI0+AGg0m0KRWVA9NT2P5Mc43PE2FDqp10NzUCKnkTG35Hkklr0S8VTAkz7OErDiJVjUKnnUd+NVVELTCWNAMeB2AEu6Uo51AG9xM0eHFMi30CYtZjn45Y5hfNEN0z1QGJvaXjqzn82NhkWppCbyMPtkpVo073XPWKG4M+wo+WSDc+y9GuJ99C1b+tFIXz7ck8oRAQuktHleyXvKNfgegMH2m9YET0DsVw9fdPejQUpXwXlaSu4vLFb5zybm+t0J9+zPBT7nOQ+FubsY67AYfQtKHDjsVCknS1fUeKJbPEq6hOpZd6/6QXzl473SNO3KLp/V8gIODg+MfJztUJ2L/uu6RSEMrBEpw13nxGioGBkkUJ0G4BGOPa7EAl+maSmfKMMJdIy8kpBbL0rZvKp1fzVbZINwFsaz7Tgl3sY1VuREOhJxw5/irqBKJWReMJiJG1uUoxyiX2BpvPxKmm6iR2xXuLi4EsV9uT7hHqZIInWIi294fsu2WTCzTx/PFRz+3BnumBN/iGm55rNi13e2qgLu90Fu/4sYiKlXGLjxL4+TJ4BO5v9Hv2oyZN3t4BKahEY9eu+3eMJ1Tmy+zK5bB1d6okJuONpa8VyDaV6nfV1CjbNyaFNvN3/hEaHrcUlg9yq4tflNq+qwieXxC9dESXkZGgWhHrkwv4oFZLK427Y+t4PdujJmVHpe9tDn1psu019k17Jdmj85S5G2Wm1qqj4p1Sl4N7JIIBszN7euq540ojWIxDJoAnnY3aF4cGElfijRfRhFl58pKc3Y6tUKmnCbhKM3WKiNdxQK8V4CbtNAH6Te2dGWUYD7MpPDGLF/Z18ce8L33zNt5D94gwLioqi0JXu7Ro4Khz7/9GWrcP48d2EpdX+DVd/Ul7s35AP6W586+o9dXVlbq+/srK/fmOCvc33kHhHvDm3v27uhSdiYUpeLnCoX7mm3sqczD293IlSEs51soXAvbfPGOuZEvBdw1Xwunz1t2u4bfo2ICIm+8+T4yYu7rLt7+w+tDFt/ns5ss/5BOmBTecGx3B7kyjUqg9PefOzc6es2axTsX+L+6sIyM8DszLyJiGTnvwwMR2AuhfPcysnzly+6sUwaOP9i79qgmzjx6Eg7zR3gdk4C8DEIIhNdBohCwAkbQQCQFxQcU1IXIggoW1CINuqhdbEHBChopCIhVNEJ9t4q0aKtSdbdr17qyaK1Vu1pt1Vao1bb7+P1m8phACGHX9p+de45CXl9mEpK5c7/73cuAAYPfEnlBreykQno4b4darW7LT3Jl+3Q2ysS5sER1iYhfnCOzUdazlhyitMjZUunx43N1kqJNzhJWbqmeYTR0J7C6/PWX9peqWesPGWfzy1yb1UZPu1dQjilxDwo6PmLivr+oqGOYdX4MGFgNBdRBGhdlmEMGEB2ThRmDIeIZ41HNo+CPoqZhesOOHz+moH8WBmL0S8dYqRcGsv/Rfh6On0U4pGP3oxUoGVfy1rjVe9P3Zo174UPPbdO5G2a6O645NX/y2DcmTfKYhQL7mJzPD/78y1gdFixwHIClpxaNfXLl/s9r4NY3Jg3R0YTEXXe685Kfn90fYqZ6AHDANQB398SqadyH1/r6tgzVnGqKML9oYQNHChK5Lt+dJ+IrIYnc8otOQ6P/IRsF2f1pNG93QH9qN0cjFA/pPzKLjNBDZG9qvSSV3eFNj4NJgIgVkQRT3TWkgm311tGRF0qp3CjhIyCQngSmB1iNBNKQPjQ6hhtAD0zAR0j5SnJrSoWf/RBFvHxxk01ZnAJWBshxeSrcj8px/9a7GWh/h+sS3mHvBGuJO4t1HR58FX4edM3kx/lnw4tAEvcAo2Hd1nYqGMH2BlCx7Dogcfd1WW7/lcOCsfjBWes2jthhsKPbeawEQ9gu8vdZAWvtx+lyZfBMcqnbh8QqzG9HYJ47nAGAXR5d7p4Oq4jdbuPh504IhidAxB8H/5s2uzJgwIDBb4ggmzrdoU8PHp8NIWEHXaWhjRB+oYWFXkl8Dkw7y/giVoI/JSNC/Lq3t34IKlNGT9UV/CRaint0nIjWm4o6o7fEyHkmQhGrCXG3sRk5ce9nZ3qbBNMwYPA/AJPcjaFI5iCDmMFh5niG707N4YmglNgivL1rTD4Lg8FhsTkD42u87Na5TIN8Oysxg+YA2OMwxzcZYtf1xfB6dF754v5TvWvdmOOux7sBS51+vPKDaAHK80PW0xiJuxlA0HtAlcvXVx+ejLdM3Buh/qhB0Srt/ZJ3+I/5K4rQznIMBPLy/f0yyJ5xtlh2FBYWFFRQoACVHRwsmTweSOJAQ6V8bbUitjhHbLOf1NjnZs8eZhjnoFCx2Menqam7Ww12EVS7m0Fg57XVstXyen6NUhGrKRUC147evz+oH/T/FHJQENYtDArbFhQkFheDpn4BtrC7u3U9esjZ7Dadmo4Sfn5+UW8veW2vWgUKN4VqulO9mOp9GoDo6FBSth8K0WYe0wnx9QYolbrnqlapcQtSRUXwBuTndxz+9m4P0XP9MW8FBP+yIWdGzq+H+/0Ef0+viERySOZJ2goOzEJwY36OEUc3bpgcbkjifpVqYDJAT9wh2T2pI1PdHRt0YmUEEb6MXsoUs3YjkbVsGf01dAgvIRZMXhpStXKLw5nEKX9NjH+FOOL0V92tXmGJu1et/pMfEnm/mHUhmzyjxu88tQ4uveT34tLzxIzFi0+dwjs6OcHHYlxUFHfaiclR416JOuP+UdYL8EGpcA8GzX3PzpPhqwj7VzaE6JMmGTBgwOA3hNhHzXOF9BjEvPcS/oji03tJSyDRPVPQVRArTe04Pq+ttADaBcPm5iQ1i/jk9PPovEOurlqDVb1p/ZL39qMqQqIVwyANU8s51W0QAqOn8aPDNKwVtNB1JO5bK2ksaTBxlx9vMyHu5RdSBxH3ooPD5GozYGA1xO1FhQ1zLVlUGmO7XdUWbgdwuusOW65g6pRL2AqL97Dt7ZXLLfu0NbzUetOTjD+EOE5veSX9BSq6zgq8AAnsrz4L3rDLPW3Nn8dOPrUUDOhpjq/vSAQH+tk58a8hLt3u6QtfrEN4OAbB0HF5uefiV2/39S2HW79624F8SMuW78g0mURQ5E8vCBk7dkrAF95DE3cwwcd4eCz5/P7TyZaJe15ogU83n6fTtRN4av6xuDJrBXKsYY2L4/NTDSnpmIwCbg9oUPW3uop1tF8gdKdCmahEYhq20kyeBSg5Gp8cm+hQy8ahQcBtw47SXFCxW2EL4XzAxMGoRxKwY0QqGPn1iKWx7XKdtvIc4EU3zlPtqQgVNKgiEnSKzy3wuN++hh53dLiDFi+ogXs9gb+tZz+vh3NcY3zOF0jcb9403SGSuN8wT9wpJLEFNptd4ok9LvRsdzuXlYS9iwt9g6nu1Bi710F138J18tjHDSc2BEDkow7ubvZEhS6aZozdfAdPg4g/2m4d8Za9PSXge0BgzWoId1/uOdnjpP0Bt01OkZDkTsBQH4PmHgXKO5rp4x3pjnsGDBgw+I3gwzF2VBe6NvO2kr8dhBVaorgGn24yDU0CnalUlkYSn4pd9ArNYbE4hjAYeqYMaI1wKDQybSGfR4ua9vJrYPFoR28k7seFNF4+mLibDkdJ+AOJO2+4XG0GDKwGJrlfMHi9zMGKJHfoTvW27Ao/xFcP152KHfOWiXs7GDFMl8lOdUwG8+6I8ELJs0sr3dOcsGPSzmOK0wnHHS5HfL8D9/nRkQ5lxHh7zGt3cOAaulN/+SJh+JUBxhz3AUjJyynIbVKpM4sOdzQ3F2Wq+E0gkh/aj3Z2yzr76LmN5TY+pU1NUumXX6I03txcx5aotNVdsWJSiAYfe2O280QLPvbRYYFB+8U5Pg2gsVeD0RvE+o4O8I23AUuV8vmc3AuxwpxO0NfBuS7zT4EoG+cwCyVeOFxQUDlI66UKNKzDkOgeR1Udh83PZ5NSu5S/Hs3xyi5KSIcZAZKYg4iPoIR8CjqjPIkhrP2yAQq7uAClfcsobaAJ+T4+mC6DKC5uB4jLD1EOHpv7kenEpYr7sK2tWnTd1xXBVEY+FDC91ZOUlORdVAQxP6nknEF+36vmifv1m6YVq9fhxPO6wT5z0DW/6Mc7D4mXdWtJKfz+9D5idUUFfSc3Th9HvLs0xuuvHqdCEmfGt3zl+S8iftciw+0LKi4S2zdTl0d7zdrhS8xY3rLjHF70mhXRQjrbEzE3KBKY+pEdWyIjWi5+lTX+zLm08y3gcr/Y4r7oSMRJewfuznElRFbUmVMDp6YYMGDA4FfFqDBFd1u+XnoqUmmb6sDrnsSrz1W7vvdec11bR/PhBNZxUReZmp7CWc/i2VAiYliTlsWK1vGSsLCiJWy1Xl6aPZd9UNVt1BpL69p4GsOl2fs5rKILRqZBEvdOmkl3MHHXQiMJnbjLcuoHEPcMae9wNIoBA6vhnJ36XnWlpYj1sKBSVlG5rjXYPMTCooPCuZY03P7Y9YWtFm4H1NSsSLCsJRdIRW3GWmK7sZunvRP1ynij92UYfBgevCHx9R/uPPp2ZdWn3D9Ni38t8ujbi5dHhUOK+17skxxvHx7l6el5uefVyHtcAzZscDcAremIr6/ffW0O/GyBuyNegYcj0kGR3xN+ErT4yz09l9+e853vmcTPHE+HLB27Tp9UYoQF4p4RqomTgkKAIm+haxHI5GVWiuRe/jJhAadJIvH2pr7qXF3r2FoB1p1aNMTQ8BIUsYp9NGR7qr6KFcADfRmbUwsgan0kvak4HJWUTqWk04akQGnqrQLMctdASynCup0dEgOtMJXgyR8RfHxMB5hr2OHPtr1KtPzwM3kv9N/zSL0HPe49+GaR+fdUGDyvrw+UdKOUToIk7lcHEPcSJO706z6/8Yz48Ow+2h75BfyFmBEcTN/Jtdxx0J0agzeSqvuHYEdv8YU5HB1CfI8SkY56o3xMQBVs4wEsXsJL1GpuLhezZYKDZxBpTvEOe+3fBIf7BvdFHhWQK4MRNedAxG/xdSDXcc8JMJ4TMGDAgMFvgDA/FW1dlkhwwacOfuazlUI+JMokwbfvVlhl1MyniAE63DN1s7DZfLmxNdXPJFNmrn8mi88xpshoYGLXKLNhenVbnHFJHhJ3k7yKwcQdy0roxJ3KrqYTd9wyhrgzeH5Qu/LjLBnUcfaJJ7QYCRMNwebF/paIoRXdqRxOAm0qyxyEfBHtvPhFp3OeplUxwyDcc4N7yNinPz5+sNKF63CUdACYYrXn2yCb7+y7/uiB0dNOz3FHazri3tVHD9bCzzmkzu7gEEWLqDECe1O3c6e5VDm+6zTfDmKzTWGGuKekYCa5QAteafB69/aqpE25paA+R/f7B4Z5WVC1R82W7RcWQza7ViXvZfN4RUW1tXK5UtnVVYwPj87IaAy0xLVHZUPXqbCgWKNo0rbWS0WptXW8tro6iHGUS+uVTV1d7e05OWIYqL/fv3Fu4BgLtDpbJpNFi3OExbGwfLOmms+H4USUCI2mE7UIY12qq5UA1LJhYDJB/VD0/v7+flketMYChtrZMSn+MLwMdpZCQWysPotd54AnoYZnpKO2zSSGZnjU1poOoEIjO4lHz74nLj36Espgqzk1Wq22tVUAe4Ie98utfLlEDdMHvbWgvSclPb4GVpm7NwoLoXoVyH0hGYpw9fpg4n719jcDifutq8S4uxXCQ9n6sKGwU+eJ8ZGR9NfCfZc9sWvf7+A3rzGTppx//UxFOBEVeT5G/5BFm7YQy8+c113ympU2o4T4V0T8rsSYP9j+/vXPIBHSbdu2DRtmzdqxYxXxadXmkDlbDqSPJ5Y7nJrqlLblowOrj4RsXjo9K/zk8os4FRW+JXHWUCs6GDBgwOC5I08maG1O0uvtsKCoVV3bkaBSasSx2kwIbu8Qre/S1nUUqsWoLHpli5t5ddow0kAwyp93uKgoTPdt2NmZwOLE6stmynPAGmNIcYelqluLVEaFfW5ODYtdYFxNF6bJHUzccxvoOXDmiLvcJADbv0bFapM9N2Mng/971PSq6g9ZuH10WGdCkeUk9+zATBanwJLNOTu6iSWRWXTClJUlzNufbYld2hwTbaWM8mNi5if6bnfIwsA6K2CfdfKjbS1bgqdPjw++9OxZ32XPcMiVSXcLj4qMj4/nzpw502XZDrSnnzgREhLyy4Mfn9yfYsAbb7xowKxZ68jr7v/4Q9FS+OkEd0cEvHsaHr4veRcMtaHinfiIyIvffw8Z8avTPwQR/1Kkw/YtFRUff5yYuG9fQMD8+RMmYGifGeIeGhoXJ9Ep7QneUn5unE2oNaHqqGoLoaO0TmewnuftLZFwONYnpmPVaRmnScCHIla9R5tUjzm5WMVq7TCIFBCoy6AztRoEe3oZK2wVDNgrUaFWLcTFrAMXGlsBfYK7oeoUnkQH2hP9mrjZ8w/i4b0nEDbDJ7dAAeE+NjaoZl+EWQoluNzreCvIe5KpMvfubXX1BsBqKvJdvXq1ZDBxhyFNifsXVx4SJT13ORpDOv+YsZuJEk9P+mtxzn0VpMp46C752Z13+Qhk8k0eeiVoQsAcIpxLWmNIzIdkmdUwPdTiMcs2zCmNIHCuyM1t7FgniISfzo2xTfbFRd6r7UMgXOlMsBtR4b7IbgPI+HughBXtYHPGGg30DBgwYPArI9qmmZYmw+dU85thqVcXLPNqJ6tMeBDDVQnHrFaypZRyuFMUYbRfhmuSRKIfyMckUwZT3GNp1dwcGMi4eq4R6lhFtNJJP073YOJuml1tjriLIF+edg2HP1yTJQMGI4CCrzb5mxuM/Ty2wLjG2izYwyS5h/l3Dd+depx1yGLdP674oJaQ/N7jNATmWY3dbtuCN/pO424jE+70SPc8SprSN2ElqgdaDij0o+N6qG2g0F1rLkZn6tjJMFQAtKeu5Qb39Lyyd+B2ODgEB7u4ODo6OQEbH00n7oHlNrGxWi1E05JK+/pWRVdZgc2h0IzGbEueEWfZfnFBbG5NNYrkvLa2tt5eFMjbKwsKOjv7+0G5tkD7vUaByi4Wgspew5eqoDyJVwRB7KlqiIpRHuuKba9Ejb0f3OWB2ZaGcc72l5WDwq4B1bsGQ89BoIZsGF5daiob1XVpq1bZlAuSPTVgpw0I6/2NpLA+1JBhMCSo6uVi9JiXNsDAuce6Sb27Xk2J6SjgF9V9KVXBkwBUKq1Wn9Feg1q+AbGUqv/f4UJXE20oiG0H3Hm2Gok7zh1Iya1oq4PtwebUvtraOjbk7ojgFZTU1crZaJW5c4fHKwSQdX9wpLk5BHG/dstEcb9ylSi5/ZDXpmotFabgB+ulP0wh3srKor9KIQF7iS1z9MZzVN0/ybJfHTnd5fX5MUje7WadmbF3ORUIiVi3zZMIT971p2nfnV206MVFWVkHDqSlxccHB58+/WbUnvB1MVMmH9nw8oySkl1pU8dMWfpO1vKdVZv3Vb0NOe5I6N8q2TPHndHcGTBg8NtALFSJIKNL96XouqSZ19G8tbC1NMemWCFJyu9Q5VYeEuc0JbXxNWS7d0pcN5gDKD1oYmfxvCUXDHWn1dVJheWN+mOpRunNEgbqLQJzZdUs9jGjjJTRUM+SZBi1KiTuCRk08oJUpTRnOOLem0vP2WaIO4PnC2GsKKk025LPRSZV1w4TCKmFVSOWjPJeYZVLUjUWJVZ//wSWT46l7cgokLKqZY1hb7ybOP219H8NpMVDYfyMGat3u4WfjApPB5X9lb6+a9NnJoPCfv7E5pD5IJtPACk95vdGapqhkrcZztTNo5vdmzrY9R/2hxhU5d9YN2XRqXcfP/7xPqjwO0CDXxsf3LItKiorKz3dzc3TMzJy+/ZPPv507Y2bT+6DbZgk7jKfBomEymzxBqVd4yOzeAqjx1ybgjilpNb7OPnNBhI5vxUEcitLWEdB5WlZHIdWwzoP+lNVkJIywiLW/aSHXArfXcbF/5iOAoQaBlP4QHwlueTfamTDkDY2BT7YWIpZ6eZT3Oe5LtGr7bBk1gDKJK+H1bthDph+b0QpaZR/sPx7neJO313K407VxIr4rWDnb+Von5HE3XQu4OZVsMUMS9y/IIn7dfgtid8USp0iQvgLQdC3DrtTdzrQm5EwyZ0gIrmOHlS9QCIsuzhruHUCNwJyZdJcPrUPD1hqO8vNzd7ezs7XlyDc3SMcxkNAzUu2SwN2QqIMl5TxcbAK9wCnCMMHqYTR3BkwYPBbIZZDSzGDTDS0zBS6xsLRgQPfvflsBUSvowm3TadtUw536is/zKcLomAMMjrOYxuNuJjibiQjMlIeNx41gzhylop2ACSJOz2+DIl7mcmaMXPEnc2hR+AxxJ3B80W5sHeYXJk8Qf1w3QGwGnKYJPcC71STP+RBwOUjlrtTqRUfoXZrfFuG4OhmsZpMt6Pg5nnp0s2rnzlN0VEbc5Dx63nDJK7i59TyZ7AfTCFY4WAHGnyIyy7fsw6Rbm70rTrg1tPz6AFU1JPEfX1tZkdHZmZra1dXASjtsjxnCzktIJXvF4NQDhowattFmbWpIJJzGkpzcg5Fo0A+5CMBc1P696M8fqymtR4M2W2osvemgi6uzG0oLS7A6Jn+DNDYLbwR2WBjzxGWFV9QKGugPlSlJj3kmaRYr5JqQZy+AHJ1GRjXIXqmvz/PPzAwe8iEfhwsFLZIKNTEdoG2rgVdHYcE2b62DVT1XnUqprivrwe1u766Gwan5HtAMT4FZZA/hDI+Bcokr4fpiaDXqLmkRd4IvVneLIqLNTRcyC0tLS47eymL2PnTz2T2jIbcDE1XLulxfyaXq+QqNWytGuN8eE/Q437jRltbRwe05nUkJCxZ0txxwwxxv3HtNnHtJr2p6YsvbkLH7zX4bV7zCrVKEbe/33ZhFkwXxRgnhmxjXjxAHNhjXIxqa7ts+wFiZwWXWzH9zOuTIWXh9aPhJXMMIvlf920gXt5VNeXU2rVb5gSc3rixpASaCCbPnAlrNPa8QOxy97P966y0fcuzTr65dNYY2/dBaw/fubGqokW/kgQ1932kmM+AAQMGvyKysxsUtTzK3X6QXB7kugT/b1PVNNWLeEnNRUpxBhymciR1S/gZyKpNHO62s+slSw436tj2qFHe3uxeXYUqQNvG6zAS9fJKOUtaYKQv0dW9rHraARCJuzf9gPjfEPfA0hoWL8dKTY0Bg2GR3Vhf2F1gycQ8u4BT2EtO2A+JUiVvmEDITpFITSsfGwwvr8yEmlz98hFzCAusYf3t5yPT4k8eoFPg4fBCyYwZJz+aXvEplKQuOPHL0x+vPA05tehUyOaAgIDXEynM/NiIOXfvPrxLu0xDle7uTx48eLwpYOn8sRMmTJgapm+ZpwP8NqkYJ+uFGvyURZP/HLL5/HlHx+TkmTPj4yMjT0atXv3NNx/2+eqIez6ota4SiY+PNW7yiX6hwjgQyqn+z0LvIkk9iOT7/axxw0M0vFh4AeTxw96Ul/2gawdkkXPAqd1P+gStAFXDWiNQmzSndpCtqQrImbexNmkegYPlCFHLxipWiIqn8Vdq64wp7g1kIesI5Xs6JvrJTPR4o1neKhRDy+wPb+8ltp1V/BsfTO1mGKwPQI/7ZbgHetz1wTmkx/3qVUzjwQz8It4fvWvZZon79dtEz1XTilV9TA35IrAlkCI8C+pOCQ+9pZ3EK3BSSq9XxRCYCvdPuYuJxdw06FBNC/6ICDaI5Jgr8yp3LQTUvG7/skuyuztBOEJUvJMT5iG9Rbrcgd17BLtl2TtCFesEUmuP5J6FcBo9Suy/o3nKGDBgwOBXgb+/ytA/UqiLV8P/5XDsSoKfHWQy9ES/SlhAROW20x3uIFBBe3WdfjA/PxYtU4aKXTcKb2IydN14zDrErzNJ0kDink+7/F8R92xh7nAZHwwYjAjaYXJlRoWWstp0E/ZDoCCumTb3ZA5WJLmLeFqB5SIfDuvHn+7YzxiKog+F1fYOwcnum51ehCEO+WR+8XPIUqc090Twt3P1sTDDDUFhp+7ud+/eu7fSZYfjZtDTPQwt83SgUd6MvQhXAsKzcreBNwGxTa+4Q52poqwsKMjZwpnLKOe8ILGwEqR2rVSUieiV8rubYjVlQpvolLnmI80pZAdmBHWKi9sVnGptvTSVXZcJiTFsFb9ayVE0tKPOHmp5gJSUoCBYdFqm0eRyarrXk51JFCB2ho8dRA2ggOfYgOQPUetD7sTEURgLg6QXtWrwrpODSWGLUkFj74XBcGAVmZKuhEFzYevAHA87iIiWkWnugWb/SAIDqZh3vbulTGdUL9V0GZh3kxJSbkyAPNtq4K5iqszXdzDHnc/vpgbt1rY+gPfyGVyzXkv2u4rUfL78S/S437uHpB1cNflJSbBMNf/GzW+Ia9cHEHfodLJE3Ofld0j5scooWCI6xaQGaWf6jPGb7Yzv2vvJQNSTz73vvnIjd2Wy45pNMDXlkKbX5P0mnB6fdTTe1mvCopUbgqdv3EgQZ8FIs3BhcvJXUS8QHx1dOGa07e/tqrhu4+PPbp4yYeGGKHvCbbHD9qjx+imrt8bvTDxhKVKIAQMGDP5XyGRK5Yp8MqMhn8fbCj3UKyApHUUdFHKSWPMOqtpD4X55YqVrUTfVyY6FMx0+FH0eHRia5C03BFBHR7NYSoX+qBTmLHJV842edSGHzeqmHbM65ZmuhsJVQDZfNVLino22eRPiPlvcxerQ0F3vDBj8b8jNlPMtnQp6BQpdi9qNuaZmEC3msSpllhTbII40qdoSNbS1Bb4jseRJtlv49ObXl55Zn9xOEHvTt0VsXHkkuSrR3X3HpnOOf9m09rt7VyM++Y47PaIFKk8995CICqd+knBL3/t9j4PDaw5Hj9KuNcGzvr6+na9tiQdbAtd3Jg6PoTQBa9asmTxh0sIXgdoMQdynTl24cM2a998/7ViVfO/u1w836Ih7seXzIgrZ/mIfJURiouCApaIigUJ4yN+iMUaPjNBiH5TI9Xo2lrDWQDi8zM/KdHeqTFQi4fH0a4UwXx6bU1GGttZJjjWsnUJS5UY260pLDMDh9GnuKNqPuIw1NJQi7AodSUdrPKJNV7T3nHC1B5j3AMmc4tl98GRqskcVk3jEPoqLcDr44IFAAJHuPMMdb5YQPddMSfqtqz0WiTtinvfxi5cJwsmJvsvYnZrmYZxome8YSSa523k4co/aR0AXWAWx2IXsR6VuB2n9IvwcM3apW7iDA+bK4NV2du/AeeRq+3V2aM8KccSz2JmOk2z3QbIMAUE1u2lhp6s8Z+rKWBkwYMDgV4FQqD82ZLLrwZAOgrlAIKDWOXUAcT/oyiGPXDZgR9eHXtAd7tia6soxzPD7+LBomTJUirtxartYAKF4hkugwEMaGiXi6+4PU6gjJO4T/aC10oS4O9vEsvKH62RkwGAEKOX38izaz22jvYsE9D/tQcDPQq7QEtXCRST1lt0cNfwintGHNhgLnTZ+8M0QDH0InPSsgj6ZGLtFTufcz/jGQ387PVdGjxL7PTopHRF58eK1h0eOgDHdl3YtCXNp7QiqORUjavYFbHaaAtRmCOJOh+jJ48d/0RH3fkvG9DBnGSjtpbFN3fVyNujsdZBn2825oKkUl8v8nS2cLTk7y2Ri0NlzQWdXyb8EzaIuUyRfr23ixGmQb2ekZE805/OhMDHFP2i/jbi9NPYCdA3x5cCEwXgOUEF/6jEQwzXtWMYE2espQ29DGGjgoLCLhaB8N4CVBHJnpKByU4Ohxo4B6TUgruNwmOneCdwbRfvGQPODToTb/GX9SNHFOfAIH42GIupadMcDULKHYBw+uakg3kPgDvmbGuRyI6oNKvzIkPvg8gcGxR1BnR+QqTLwUyRVySGgEhV3Se/Dh6i442uWCSVTRby2zBUdd+59Q/T0mSPut0yuu/HNN8Ttz/VtqrgS9+DXMNxnn9GnZLgRM4gdk40FARPWRBAfxTvZhtlNeX/HzLUrP4lYTuyZs8lw+6Kjy8fvmTDJ9qWpkxJ3HQUHTHr61KnA48ecd9zymv34HWl/AM190hQHWBQSGb/s/dfdI8evtneL2g2K+3j7ceQJ8/j0ln0hY8zNMTFgwIDBc4BYLJUeBJUdM3QPQ3JXc359d65Cnfkea0m+CL5zmyG9sQCOXBOdS0WZ+doUPHZ6OdvAPfnOFMPA6PXj4C/UQak8eLBTplcNg6B2RtluZBoN0swkQ/wMIAcGopsD5kLMMo92GbZvOOL+0sQmhrgz+JWRo2An+ThbLD4FjmWxPwlnn7QKS9ZmrCMTRVvUlWM5zUkZzuYXZfrZ/dkxmfv2N8Z1psPA3v6row6vBcdP27gWgl02coMjIo+e3HMg/eU9H/yj7yLI5XM+Abl8ZTKiKnEfCOZ6bHK5f+POu+fXQEg77VoSVeTdk5On33l4PZj7Tvx2EO0/Msj1nnApYk4F9+zMIy5rHz369oc186esWzhkDock80kHOJTNNaeaYq6/EJT2TNKUXgimbz6n3ToXub+/UCgQpBq8gjxQtBt8yq2KhsevGrFPKUfJrvM2JLqgW7uJ7E61UqiHtx195E2C9YZ4cxKwVgiGQiaMITAjKWJ1hvt3CivhkccEWvi6rDWq2UYkgIeRgtZAuTVwpmKExWRSS0h0SCdazl4wDNRODv4E/uKQuANH10X8wArTq1fR4467ymZzOK38aoFK8uDBOFDcTQV7c8T91u3vidum2e443IMH9EUQ2J1aRXanUojxmA7Lr0+Qv6Pqvhi2apWnMRASc2X2QqIMTH3YTfD0xI/JWF0qjbvLKnC5e9jhedwcNzxBjeS+O3YO1LGeJJvK7EF3pyxqjObOgAGDXxECgf5LLwEc7PPguCWGQyAePjrYsTYaDo8lFeIXuLO/EnLQKFd7mInDHVtTaUEwmNhmPGJSKe5GAUTBzqQVO2KOxmHdoBSAuBvt8gihcDjijq5ehrgz+HURalWujMmf7mBIveU029hgYJJ7rc6BNgQKoCRhqCT3GA93sgbGari5TfM94vKpb4vDAVqqDEFEOTzruffgrMumgBAwqC8081TOAxuOB+OfTx9f+cVpgeMy0Ng/Dm4xU8P6j2fXr991SXRMc/rzUIOgvRom9oYm7l4T/WU2Yk2ssltKKu29onrtMTB9C22ChnaR4+NS8tCOrlB0d0ulKPZmZqrlrdpjHA0o2tFBKYFDn6N5OQeCQC4uq9TEwkJLPqrHFMDQDY5uyIop67TJkPmnDM20nVPyZCDUCwvaNWhhJ33kvSA7k//kcv56HCgW8tXL0BFjkwcKetgQpwHOcFtG9CGbThDsIb0FhsPlnzgiKdhLVeT/pE2dkr8F3ei04XAuxJbqHO64mpXCfpgZMII2wTERZwX00Dnwh8ZKWJwa+dMvhqx3jKzkcM7CW46LU9Hx3t0NdhmYWlA9uoOKu1yOmrtUSinu3377DbH32uP8BHC8J+RvPYjC0q2b14jb14Yl7jeBuN+9290tFOoT8BNn2hOfbsLuVAp+dtPs96afJk3oqLoncrfZr0p/Z806nS19YeJGYlUiqcCPidm3Lx3+aDfp9PjJa9zGL19ctW/d1DG2idx0wi1qp8PG5C2LP7Tfxm2JygLFfXmEp0FzhzAkBgwYMHjecHbWaDKp1f2A91xdXZOS+MquWL68I0nNV7SLo2vYvA6ODL/Ag3xUB+tiKU6RR3O4wzrVzLaOXp36bjtxIia2GRV2H443qyzFeMypyS8SVRougXXGdYWUTuTngjpkEjOn0Syxgrjz+KW0yxNTylgJ3cPU4TBgMALMldW7CmgFwIMR2N7kethyzGCNqC4Tl4sMBS9nnyQ2x8fCPWzLwTpWbEbL9RozJWTZyog9VvakIuztd+9+GxT3N4+G7/lw98t70JD+CXctiOU7HH+69+P9X9YsAjP6woXmQiFHyTrp02zmUHYh4XMFRMDPB1f7ibTTjq9vWgZDrwQJfzqo7m/veTl99+0PPuh7rSX+He605OTEzxxPh4RMnrzQ5DxhWOIe5gditaBIF1+bKVHGia0yfk+0EaMdnYqFR5egVqDxiQ61Zk0hJqQIOTUSEe+Puq/Og+xUyCQfQQlrCpB2DRB2FRTaQe8QNYj3CjLePNenciQ1rFQJq4JsdAWjuGE4BJXiritixe1D5FmVfm8KbJ01QufAHxoPLn9PXHrwdMC1qLi/rRsiGpQeNPMLz36HEjm+FehypyybV66AVebak1rMmMlk/xGOS/NYV25cI/7Rc4O2c0DcIZLm9hWTiMgbEBF5HbLd+fxQ3QcNu1Op0HU9MHx9h2G19EKnKrcscLmf10nkmCuzGnJlEKPt7FBz53L1D10OyTInPdMgTwZd7pHBH4HW3kL2p/oGo+v9NZd3DJr7NNpTMmDAgMFzgr//wCnUFbw4YT2szmrmlcJiqsZQCauITJQB5ZvPg8B1ipYcojncqdZUw9JUzJTh0zJlTFPcYW2dSW+qrW07a4WAWu9KYS4caEzisDmQLz88cYeceZNrbGgzAgwYPA/UeMsFliRmzJVJsLx+skHQ4Wo57CiH12v5D7cRKpjMJbmH2Tn6/t0iTx8EbJd5S/f7bredDr4umxxDyFQZ3FmRyed0IF7y62ct8bG4FhddcqWDSPRCkPDTQIPf6PCmpz77GvGW/V6HFt+17u6mSwstEPew2Rn9neLSBqVAnpp5uIgnkvC1uQ0F4gwLbnKvsNmN/tHlOeAmV9bI5b29PKhSlUj4/FxFZTHQZQsi+ZjZc/Nk/dHinOJSyCTvxgfX1fEyRSKVig8drqWlQqFMlj3kedvEsMDAvIzQ6E5xTkFx+wVljYAvl0BGfF1dZtuXIjVY4ltrlIoLMExOefnQA4XNDgz0z+vvjy4Xi3NyirG5FFLbtfUQjg5O8lR1al0bbpNIJMHUGTKHR6FoaKAi16lU9uzsgTuJ24aQ6VLeYWwSOQWG1JmGWHrVqkCgr2DF2YFW7UA8ePYBcffRffJ3zJanQKbK6EZo6roAg8J7h4r7o0darUQilUokRbxUURvvxx/HEa/2PQHHe8KS5hXHoVP14Lwrt8wQdwiB//6WCXG/BQtWr0G2e11dbq5YnAc1gAtOQ3fqxkm03d310SpimYc+uT1mwrnIKGLPO2tPb54EXnZbv0V/KVm9rUL3cod9+mlJybZtfjrfS/ybM4jwk2cT57+xaP629Kivpn+8PfKrr7KIN7lnllWc3EucfGf6dy1Z2KG62q1lvr6wlQEDBgyeD7waG2NjEwZ07a3gSQW1K7bOq68Ry5xtxQ218+ovINMIC4ytKzpck03q6l45vexmVTY1ET2xX1yYVJOrH1UmY7GOHTPOUQt6O5KMVCVsdj2rrdoY9+I1u4G1ooY6M6DQCIm+z4W4L1FZXCjIgMEIcSE1Vd1p4XavlILChGKLC1hzGlYUFhg6hc1BDGsR6Yu1B2F29uGtTYqB/tlZb5w4dxaaZUaErKy9ew+4LV/csn1OxYa1yYmnA5zmn5qPHamT3nj6+EnmL1MmzwcPu1lsfv/0rStPPwtZOnkyiOqAN96AxwHCYOkeBSTuDdEDiXsMpLr/GcLhHROrdvm+dunaw+3bdr69eHn67r27o/6+fXtFxcyZjo4LFjg5TZky68Xf+9Wn1tXB/J054p4R2sUR6azpPHY3p9MKpX2if4awTKDVO8lhoQ4/Lk6vzVpGYKjYp4GjNWjahbxMMhq+nF4XNzSw6LQyrkkAGru3PrZmK6+NLYV4lUrrS1jzQg/ZFPtAYCVfPSAKBktY1eR60lhQtEeU406VsNqAMZICSveIIu8ltCcYAit4ZEGqCe70jYPFqRhKNrg51RSkKf3ePb2ZH+38Cs7Tpx8QfZeRuFMx+jiX8sWV64OI+5WrQOav0q/74soteA7dk7DZlRCSgN2pnibdqRgEc4ZmAJsMgZAl9nvdgh1DyMv6XBkSHh6Y4K6PhkeX+wHIcPd1n2W70mEVUTU2mUyVmWGfbPc+ZLmPhwz3c55Uidir3ETakzJgwIDB/45RmCZj8j0IWEF+VRa6FvgjVT7GS3AtJRNlMCs9UyeNe/mVujYbZEGqNdVApIVCFktoyJSxtVVDgJkxxR0lfDbHqMDPDoXAddPSU5jcfS7EfetweRUMGIwIQk6dK31yaDCivTv4Fll3XmjRMLky0QK1q9rC7QART0qb0qKw1N3BfgQBkHq4uUUEz3QJcZpKrrdDTBr7Z5DET7v/dOfOvZ9cVnLjB2bGGPBmT8/yr0Ek9wX5HIBSOWIqGZeHQOIeazEE0f8Y//MnTpvdl7mcgc5UqM4xbldwsAts1yQPPoiwA4i7l1deXnl5QXFurkpeV3f4cG1vPf+YolJoWWnPzsso7yyo7MoVaFNT2zJ5RSJ1ff2xY6WlYnGKhUWsE8Ma8zKibcQF7bG5UKMqB4m8ra0WapT4rcc4DbCWExTsId/Pl7wCAzP6y0HArmxv6OIoW0EYByt3bV0bDKCq54OjXqER5kDuTZ5OBhkELxgCFXYcRFhQ2d6V26TUtoK+rhKx1ZJaXm1vKjkUWNdBWo8rrQRhHbYJstzNvPA4GDVcf/+hTtTUcch2ctsQ60EWl4KADrZ4EO/lUnkqrGrltcFT6AFBMAPRdAxFfVM8enUcEfEDbpFCgQZ+EvXYnHqZX6+S6EfrBSPmva8J4s4dOOdQa7UqlVxeo1Sp/vYDqbjDXMSK5ubmfO+EJO/8x98+tIK4sz4H4n77tu5gtkIrqCwIWbqb2HNxEe1lOL0xitiYts5wed2yCmJ11JsVG45ULVgKqvui5VEzwmf9lboxJubNN2fM2Ldv0iT01pw4/3LJAbftW6Zz33VKPLub2PjuuX1zdmYRJTOmrTnx7qeR4TMi0pZtbCnBBSOrIz9hNHcGDBg8P3g5d+YIBIU6P2RhIRD2eegv5LUdh+bUWrVNtpdtSv/6hFp1zigUCKP/w961RzVx5tGT5DB/hNeBRBJAg0lMwssNxEd4yCJGJby2VgR1AbsaI1SIEmTBJlC0gqtWsYIggoBaG6RSVGhh0S6uq9LWurXariw+a33Q1Va3LfXR2t39fTN5zPBI0O2+zs49p6dMmPkykSRz5373uzfakBHbQkjnKWWduW2ZFiNuSkVzbqN8wDJwdDSDERVl0RRDU5JzJUqbeyDtqIRhqG61bi+JYjPSq8lWmjm5VYb1pO1nJO6HM7Jp4k7jJ0VUATP3dJY91p1mkPTV2vm905I5zNzyaHtpjml163Mr6+0a5bmSZFIxMWp1X3SkfeOx50edJYNw9+7ZswkJa9fu27d764IF7muQin4CImHynmtH+TIb1927dy9sJvgAwm04dvama9jNsZbNr28cP45E8pk4kFSOsHsrSpbZBsMFLHh4ofbHv4MKP1IwXmC14GrXmTMrJga8ELdl7ccf/nHXHuhLPbZw4fHjN2/OnLl27ieffP/Vl19Cnw6ZuEulIhGXm4hH2OZDHVWL3TshAqGyMhEs3TGHmRxiStjxrDKL/8EeUCx8PBSwWnTjRKZGkCnSsWxihB2ESltZ0ZCUIrFGw2cLQWOHCtYSVpDM3tJZK6RSFmuTKBMGSWaWUipYiTAYI8TAjHIoYjBiODZbo+iDIcitruYXyCGyZgjxHuE0XsVqtqY7egoCp+Au8uQawnRlgxu879bBpIdlZetRsY4t+ApCIu/fJ4R6Sywx8rh/feMbkPIhU5OrwctiHzz8Art74zrlXC9cBBWeStyvXoDg0tW2bbUwU7V/UHfqCp+9WLDXGuv2L9znYt7Bc919XN/2dgXVfbJngjlXBoeXF1oO4uaG3i3LnFe5rPTOC9gLbWVbA1ZBqswifDgMe3vCRKcZbjPxgfaZfe605k6DBo2fDjxpliLZ9u0GfahsNf6lmY5/lROioBgSZQRiYh64hdkFae6EohUEee5665WL0poKrILLYEitwWVIYSSnuB8WQU8qKaUNj7+jpI7NYXRQRctnI+5lfDVN3Gn8pFgi0zBMInuMrV7FpmaZDoWjXBl8Dsp+6W+mQE2KbYKiUffNwwav20Vvr9edeTD/v2H8Gvc4yJXZDhq6o0FQkvvb3m842AvHWBgu9b1r1+9//xtQ4QczOAtQ+pPtmwSIrvsKNzcUDO9iXWJ7N+TSpTfNxJ0HrvY0f/+6OpOpry+/K71SoUnq3FRwWD4yb7Uo7S3dDSZuX58e1HJFLFjSgYzGxHiMqNATUvlhf11BXXeFSZPcxzzQdqAP+cYF8XUF4rLWGDtrR8HLntUa5Q8HV9dlJtXGGiTJEKWVXpksUXLLK0Bjh3T4qJg5S0Z4dr9xgfOzQBQ/CpI4iOF1SUkmQmFPTgYDO5jXwZHP5SaBli0Cdf2wfGCEofxSluADyaPgXCCoHvzwaDBiOO56g6GPqYBBD3BQlA1o6QoiwV3QmYkL5YR4j6CVBxHmeADJf0PY4hHq683eeCs2wl3kXz9qMVvlLQACjJ31124SRUdDkW1JSYHRyH5CEPfaWqgOEWg0Bkks/PfgQTF299YDWK5qgH/7dH1bfn5+9jf3sNW3rlXl4gITgcvXr2B3r1DI/NXLO3dGRtq2q7I1tb13Jz1/5Oe2LP7pC1wx181EICSC8+S41cff/njyxLi5wcGF7S+c2LwRK3rTzfLrd95BxP3UqW3uzuNCQ3etOr7YZ9u+2VO3z14bvjo87F3pjBVrd61cHb7rfem0RSePLb+ZELf5NaJkuDjsr9PJ5noaNGjQeFb4ZaUZo/XWZamNjXAtqM3OzU5kSmprS7M5nAK4FIamdMfqhaflSPxLycrM1zOrce3dye+opjJRYr5y+aWkqRuTSd6Wvj6h0HZBRF2RFdU2edC/Lp3RPGCbxJ2jKx9K3Msppe+IuGsHyLbgHuYBPbUV9XQiNVMSnri0lEMR7mnQ+CcRuqRcqGmw53JP0VXnlmbZtTxXJNf0WaenhkHonOjc/Gi7RnmjSp07kELcG4dKz7jHzd3hjZbDjQ47i4uWLw8Lu3Ll++/ffx+Frs+dC1Hru5aHrzrbtHDhwlXLly+/uXfHrnVhjy+dn5rwIRmzT50EYXyCeWtjf/+9L9APCQm7cISF3YSDVx07CMMcu3ks/HU0RP97oML7gAb/7sQV7mdmbJg27xfO1jr4wcTdb/KGRYveeScu7tSphIQdO24uX7mwOOTGjblm4u4nS1OpmEz0ncXnSxR1ohiH+ShjQGmP50pwr3YGP0fBVbWMpn6VkMqVEGhCsMQckMlVYpZ8VG521J9aAcHw2eaDEyEZpYddJ9KOqjsVRa2gaHg8ZsVGQNPBGNPAPq3SslpHmTDvIYe8SRiISHIHNds2mMWYTlSwopapZyhhtYXMaMVIwidjHbzR+h9yqMZ35pfwKJHjDuVS5j0FX01FqTIqlWWwLNlh1o9P9sOudzJRbxMhKCFGfgUWUvfDAgHbHMHlz69jq3shQ4aEy6vBMnbVVsoEuHRjNfbRi7YKpnnjgyHw1ErMAe+Ajf0U/H+W23Pe3t43J3xozZUB+Poi4u7isit4GtjAUCy8j/s851chQdUFJhbyfKVOk90ToDe10NfZaSLY5YvGBnvNNH/aDk7YTXoaGjRo0HhWhIpO8y2rfgBcrkjEgQT3dKaYVadqNEvkWXiiDEFTgkTQmaoipkmRw73UqmZ7UFtTnZz4fIXCtqWD4cgp7kjETyIViKepaocQd8pwBHEfoHSP9MCsADXOogW+4KnEfYCpd2QVpkHjKRENk/b22gEiZIcdRa2I2G0OcmV0Qo79XJkoCITUmnMLz/muDV48MksfBpHeq7y83Nyuf9F/nmiXsaDY5SbI5Mix/olPgPsHTx5ckJQMl+BuwRKuhphq8/Ul3O1wFwAHo1B4V9dwvJ6GjHDXXcGbvd50e9d9srWaZjBxJ8HXNyBgi9cu19+F7MR2mIl7WoGxvDw9Xa3mcAyGpAatf33giMQd1Pn6LMiAKahLMhlq2hob8w/UGJQN8Tr/LDuO9nEeSwJlMSCXa6ujBdzkyvyuxnzOgRqmsgfiamC954gWJh5vzBiZLC2tFVZ5RkMASy2k4eSDUMzhQIOrsrkHcuUhHH6kmQGeR+iYFJksJm1AXnZYK46GzBmTyWCQSHJy2qAUrwa+3sp7GhqMLSW6qKCYrGGlel7EmJSUQBkAFG+01tTfWI0G4nJNsNbUYGiDfwMwrHPSoRoWEt1NkKTec7oOJbkfLWsNCho6LAyIAOeFAOeGIyrKwrBBNjcjPnM9IdajMXH0wx/8L0OIu6U5FcFg3nM9SpW5fbu83DJYQUGd6odH6Eb0To8BEuj1bY05CNl8MMNj/W3qXBtxvwrE/e5g4n7r1hDi3nsX8/qRlRZo7i07N+2tyKaxtq5UJ6cPmo6HzIa35csT3VJnuu7ZGIwVb7dGQJ47t3hxSIira0LwkYlLfx733GLspNtSqU9h2KrFIZFY+5p5Tr4zPob+hLdeeNF5jY/npP1TXGe74mnuGLY/Ye4sS3wNDRo0aDwbeBERA2VJJou7HeYSq2Jjk5JK1V2c5p6jhzvL27I7WwLhQuRfUJMhScLFQd5RdvKhWh2hVIWmZeZ22cqXtNUMfrU1FiYlJTfXZI2GBEbNLmUYg2xXhJKetkPsUJt8nnZayTAE2XQsnkfacMQ9jaIx9TBLE8lBNIi4V1Zac21wAHHPpcTB06DxT6Ol3MCpI+adhoVfYGt2V7zd/gBtNSdXHGhPMxXr0w1Jdn7vlBYkzCjwD3Xi/fLc0okvpIY9RXI7NMMUe696D1TwK1cePw4PLyp66eCUKauW733Ndd3U7ZsLCwt3gzi+4IVFMwqO/OnCoxZ7cwNLyk2Jeh5QoXPniFwZwiS/e/fHMMxfU1FfatNLvS+thMrU44uLij69uTcs+L1X527xObFtBWpLnTx56TRtPCNfO6xv+ty5RYtOuK0tXHf+2xsQzYcT9z70fSUUCgQs8qqYYREhlYtVAgme35LB71I0q0pGE7OSJi8Q9XA5ZuO3GiK2TouOyh0L5bhMjkRyS7xuB7+GmcQ2ivxJqsXISAFxXAytSUqQGwhFJYPPR31JbLZYzBpVAWuEVAbR8CDUQ+4NBKKTaOsh2E4WCNhsQtWWOZylIOAHAyKU4MI4OjcEUkHsUNiIOs6xH+rtEHcL9P2wryUGxoLLl4F8Yw/h10puklmaL+cCw8e+sCbyIFy9gBT3i9Rje3sxjJLtzrh45S52/XO9osD6x0Ae/OdIL9Y9+A/YLndiJSlS3Y9DOqk1V8bJKTgYtad6Br/h8puAyb4HzSE1bl6/hjNCLnck4p+CRJnNcFN6AkLhUUSN5Xb6mDmqhgYNGjSeFRGyVqa1cgmByRQK0YVGB9eHNLma8ZkCEfRQqUaYDYkyiKRESOOhU9XCppHDXWJVyWKorakoU0ZE6o9pUGRTUtzjmW3WgRDQYOSW+CECPkHcqYbSHljqRe2oaQEPKcVfA8Sdw2BSHqFB459FDEvCaLbL4wIVBmoo0mDMl6UzkkT2OGSUQOlosojDNwlSoALyN16rKIWnjhEJTgBreouLi6vrqQl5Pii9ZfCthIcU5sLMk2zDI1TVyRBK7do2Hj18+LD9zTi8N7UJzAQ2LHTd7vmql8/EJ5fVKrszFEbVN5fBjUwQ98bG9HSlsq4uyM5CAz8P0MwHDmuNmeUaZhso5qC0cxuidSx7FqYxY+aDphxVJjI2JClj9XAY0rmVJhQLLx95PTJSuZHOHhUFMnk8lyuR1NTk5HA4lZUGg6DHiFewjuSj50VAJDscPNAaxRKDOJ6J4laSK5GdGxJxQSLv6YmPb2kpKwsKGp5pwwBjAuuhxRTp4CyIl48+nZnENZUrIRCmL6c0v40Djn7gvhLQtZPq6lpadDoQ1oMCh8xS+MFAY/ChZFlIV5e3liHBHgZE6ATJ3tTTDDWsyQZDrOGAPicHnSEBQr63AFfxcSCrzO07tdZtHBUoVeYx9TFCcf/WTOfT0/X4sDk5v4NdH8Qmo9mKchMu5ysMf4HH+hvVVVXZVR0dVXyoU7164RosWB2kuF+6hGGfUxpWL165hV281vhZQzSsLcBvmj9uKsbmWiuYnJx+P3sdtuOD6fjPSHVPWLw/5NiMGePMe8yejWETJ7a3r3s7Lm7bCu+i8LG/l/4SKpiCX/ee9PrUI9JxIOK3H1wcEuxz5JWtu/6ARYYUvWExr3nP3T0LxcPToEGDxrPBrz5NV20JMSbA4SQmMhht6awgP55YlH2oNgnRZJlcktiYrg1FK3oC0yoSOZa6U16ZiVmlDDIzD96AgZmtt7VFGo0MhpbkP+9hqqvIxoDMA/ltZEGytSc5g2xFD20VM/iZFMlydMRd30gVKQckB2jiTuMnxpwgzSGu1t7a0sBmE0cy8qJHEFcDJVXl3faUbHl8c25fil2htrJRWTvw8+krTr7XBJP1T4PIN97wPr54cROgt3f79sLCN3d/8MKLM351TjpumTOBWdCVunTp5A3ML/8kWIH/bMO8WbPMey0b97KxmyGcby8hh/dD14OHP7xwwi2ufW1h6vZd615bfnZVOOjvi4uaxr42NeG9U5+cvPbloyczXpk2bdas4TNeCowdV0GyxIm7RlXtuFC0Xm4EczoRAtOlEIDSPgpjOgvCwzUKIqgmUZisYIOX3LFUjupExewGhcEiQ6NYeNRPaludPzLGyKJAIC9X9HEsGjYRDI96U0eV3UIEw2fioeu2rHQUDW8QwBJYUQlkuY/Czo/uJZGzBg2VBPE5QJ85cEEgIQMW+iOgYRHQGZoxknzvCW+1k+6/+Bn1USJVhgpnr0IMc3UlNmTgb0fYJHoJdiU87nprWD0EvmP9Bz6DJM0+eJF6oZp/6PI1bOdqqFsi4SokzWDXKEkz1y/ewq5cvAw/JQp78JtmlOTuSUpyn+Y2Gzs24R3r9qzgPdgk1wTfecSmG5z5hAkvO60ImAJO9x2wivs30J2KslM/hBLWLeORGWYipLij5tStEFFDxTG3F6wD06BBg8bTol4lILvbbaiG6PVQaRtfLTyKX3TqBGprogyLzbRGwRAOd4tR5pdSf3JrqiVTxrZNTXF3cmqGTnKyy8Uf6kyaSdtjWCWMKpWR9MgoiXsORbhHMwESmrjT+MlRIWTaLRT1EFc7ak/tgWWGdle4QgGrg1yZCm6X8J2AHUN85KNBpPcUlJH+6NHVq+Qhz/mi/HaErUQuu9f9a3+5vdn8swV5bgvMe0339YXPaqJ9jhkPrhOynr7UfWLAVq/NwdtdidQNhJ0hoL5POOn2zvgNww2BDP0QIYUT906dNnDE6Q4eDwTsGHmZzlgB5vQ2sP6lM7kNdaC028nWRMb0gQHk14bMRklXV1e+Pj1WWdHQAl7yke++eGOgfhUE+sNaHRLKJX0ciBtHMrnJhETyoKDQkeYheB6gbCONPIqlLYDIGa7G0FfDyWnk6NNrmBJTc0NmyyZ//6ARbg2RND4fhPE0cJqXscQF0GZaDuHnTInhQE4XmOH1lZVMhakZ9PXqlgL/o0Fpw9n5I2CQJXASRJp7GYjraCDw5cNQJlMsDCZJ1uPDcfABmcw+gwYXx9GwCOgMzbDJ9+M8cEc8+OxhaNlb8IctDPi7pYnVjE/g0dctnN+MklMbMez8eWIHyLsXIXTHw+LUnXfYqHTVYEiHM4GJiLb+SZFYf/pnEIJTAysPGhOzcw9d/RzbGUn12eCNTlTifu36LewSTtyrEpVJJWUDsrw/TsFS37WFrC99txAL9/zIuj1rwmZs0s1dL7w7eTJS3SdOjIxMTT3nNH1RwtS3gveODcHitv0cdvvVtPZdTdgptzPzljlN99keuRP7w+z2E6deWoxFFtmWi3vP3eLsTP0j0KBBg8aowItIGfAv1xDu9uzsKlzISExE/8/P15b5OQ2U5fArDVGhPCePMQ2axuzMMnTJ40WITTVVPUHEFTM0phsc7pYFehFZJbnZzSSTisGQnW27ao3zkOT2aWwshhdhyq2sJfMeIO5qcvgjTtyNlLnzZyTuzQZGpT3lkwaNZ0AmM1kiihhZT/UoEx8q1VLDSgchU5n8mdjOEGOyCg5xjNTYpEHoLH/4pdeWm288ZeVSUdGxY6+Fpf61vd3nzUc/XL48eTKypk8/8/s1a9YELNjtQ2DCewTC7n3Rf9/8swWn5u4z77V7wTtPfvj8yycn0BCvvILk+FmzXnZeBhYCG04351NWo5yDKtYjbj7tJwv/uM71tb3LVzUdDAn53cKxryVsnLvv/RNr1syYMVh7JxN3uwiVakVJXA4umqs5CkE1KXV2RLBYbLYluwVFwldDUI1jR/l8lk6VaQ2Fz+DouSZV3Whkcg/pACjbSdxYUiw8ykuvHl1zar0simUEYTwWVudb5JdsITRNC5LY0OPEGjDn9doFUrVRkjvKvbFlthBDIWcNGoyND8ca3YAE0qDRFUErPm1Olbl/RwMvlAzkcR+2ObW3l7IfAFll7uBZNdWQxsNi6UQ6ceFLxVj/nc9gRsAyR5HBvzxkSHzAixTf+4ULN7AbvRbbey5fw/5hy3kQx21J7st88yAMZp91e9z4beByd3E57ulJdKaiVBkkvy9z/jAYZbRP9SRY/2T3qdCa6umzwWmc83NgBpvkEh78lmcYWMFst6ZgDHM/Q/3XokGDBo1RIUIGNNny5QVWXNzpzoWJVmRLR1/QSggw88ezxlDn4WdmWXCJLInfZc3SoMbABIqSyK2pgzNl0iDFvVxlm6lGQdixpN5URNypcTCIuA9S8Z6NuM9hcxkHRjdTTIPGqHEY8pV67Pbd1DtqT/UX5TNOy+wxoihHuTItqnu9T2eRQZjkut1tATH7D7r61osXv9+MGlCneD/9UDZMQkMgCR9F1axwf3E8uWxJxM4Z9Em1YZnvK+7vep364l7vDdJgUMTq5jae1E8/CuLO44WGotj1lu5mDUedna0W1hhMmQVRdiwyfn5SKVSIykpKBILKSj7/t78VCpMNDZkFuqz6kYg7j+fnEQrZ6PWy1pLqTrDCdzVWZSeqcxoNsRUNxoKoEX33PJ6Hh1SaEji/PmZAW3K6s1xp6Muvyv6tWi3M0SvXV3RGF0S11o9A3P380MF44aksqkxc0t2ZlBTL1Oer0XOr1Tl6yMopz+yOLvBnRaWFDtN05ecHGnsoMUQ9qOHQOVsS3Z1UUd6czExOzlcnZicC1JDboq9RKJX4YJDtAsNFDRqQx4Nkg4gIdD7wclIsGe5E6sxRrQ6S2UtKjMZOQUUFSpW5f0dRa4Dv92Rr7yoi7peqqOi4jhN3azUr6lOFZiicuEPmvECQ2S2CYeu666q/eylkZ/93QNz1XVX8jg5+Ry5fDantg4n79esOiHuHQfCo/SwWNtdaseQk/dWbq4v+3P5L6/zBhhWRq11cjr3u6XnmjLMzj3fwYHHxBriflC5rn/3r/Tt3hiW8gt+hTps+c1Jx8Vv71sBNa1zT37Di48e2B7/1NrY/bGzR83BukXiH6sIPjljs8jRo0KAxaviF1pcVpLeZv7uyJZJ0TkeHWs3lpqdXVel0HhAIE5veVXoUAlx4vKM6fUbseoI/18sFHXqNRQSXZ2oyFFGWtXX1dRUZan/rrH5EREdHLak5sjVKDynututnYEwsQ5N52LaDkza9so9MUVL8Nw0m7g0Nz0rc9a00cafx0yJKp8xoltszdte3HdA0o7CVkXBYl58Rn2YvNFvextGwRxqBx3N2PvHk6Yj7zsjni4r2H5z61kcnXpwxb97SpQsWPNpy8eJXqXv3hoWFTykG7lGE4yUS9i8uvrV4pTe44VeSH0a/IXYuKoqMXA0xeXv37tkDQTKFeXknFmzbNm3pvHnnziEv/LJlLT8KGcYRJhekv5o8fcWbJ/u/ePy4aeXx4/v3FxdPctnr+uGHeXnbti1deu6cszNYxXnyMsi+tE/c58s2qTR4N2kuv48bLxrAl9Tbg5+8jJ1kWaPP4QgEYvF8h7Z0ZEqvFnCZXcRXKKeGW64yjqZBdb7sKMjQ6xV6s0yeyGEqmkHTjpLZLcglIJeLISUd1ZxaUhCJWPhuiJUfTfS6H0pzV4EKjmLhbVnuKPWGyHGvhuQb1qgS5iNkWWjRKsqYh/x1ASGNW8Lqycjl45HrDzmom9Us4SM8gLfip+afLcCbUz+lPIpeLCLu97s4HLKv81rvLezeN6gyVsmu4JoE6xUKxYPfhWA3LiAXjAVXL0B3KjWm5urVXmDQ5KCZyxcuYU07yEnuR8Z6Ywm+tlWk87xXuhzzneHp6eLi5eXsPGEChuXh3alQvAq9qZHYAvN67jjXhXCufwh2gyjIqdhyz+CxU6A3tdh7qs8ElxCseOwU9PlzCR/eCEaDBg0adpBGcreD3g7LqTq4XJkMmdJVKrRDpqCD0Y0r70SijL/58mfkckgao07YSMpvGWCmk1tTWSxqpowRUtyNpLoQubgPjPNkA2cLQ6ggZ8jUQ1LFIOKuUOQ+K3Efzew1DRpPhWgHLvdRhK0YYLLefgGrgC8ZaYhlznlejipOB2OS916vOLf3ffImnHJ9zYVS1nTQOwwk81MT2nEP+7tmBzvCkx8eXG7GP/hLSY8ivGt2vH/87aXHj11dBz9bsctrrtuD13rl+Tx58vBykl1SGAQ0rMdJOn6620dwbqg63gxXVy+vBQGzgLwLGfANMTxx9/MDS3V9a1ldZ2ylmq9WN3JqK6p1MfiS+uEA2jdEuQTWZ2l1gubKA4TSbjBkZvr7B4JDcISDkNAOcvlAmdgYv17J5CCtW5hv1tlH1AYInR1J0q1lBSBDKw0H8mE6ALRtvUFpagBNW14/AnG3qOzz58tkWq3RmCSANtHkxCoQxkEZ19fEKtnR1Ub/qIG04aZ+eKCxe4AiDr2pIIfHaLUlmzpBpjcYkpPV6ATwQeDWENT1pMzT0QU6pK0PvgPAB/EAoR5mCtCJIF09q4yF6k674wWCpKRmSJ1EWnqjOhvOiwCetw7I56A4yNvf3YGnsEj40dGn40/Bo2dt8e84ftwIxP3sp90krK/VxCLi/vAziaGNGFGohuE/v/Q19sU3f0pOZmqSyjW165VQJfvgxtfYjctXoU4VYIe4Q50qOWgGEfeVYbvnp1izXbe93YTNnGxejAqYdyy8OHzy9LVrjx07efKVVxBx37KbIO6LVmxvisTyzryMb/rMbMIiJ72+/c1Xtu0OXn32rYQ9rx93wZ4/uCevPfylnc//+VjR81B6NmXiClpzp0GDxlMA5pIDWZ2mDitxT2aqf5udU1ERE6PRdHQYYTGoh0fFenVHNSjvoBDNilV3Nfrjlz9eRLRGz0+qJ1iEn8cmdVuNJTGdx4tKr8lPtj2PVstglJA8rXXxjRmbSBnsrTomo0dLisLjtTBKNeQMmfrTDYzEwxS+bTA4Ju4FEqiNojwyJ3M9Tdxp/AtQ18bUlNhRZ0ON3Rk59fY0eSelWlNh760ZWF3R0Td/2JAVqXTDK/sKn4a4A2VZHeI9tvBk3if72j/c+NrN/dAmA/r7/pCQ4uKmpr1hCampqe3P5eHO9YnTbfjgif6yKQZxy3mkRxFWmH3uW+7du/dFaiqKqPH2RlI8UuFDQhbv3xu2Y8/swvZ9n3zyDYTBv3LuF7j7PXTcUEKdJmGmlzuFbhj/wTvPtafOhMh3XHtfvXrvXsiU/2g6pL3/9urpkYh7mrxBkI+HrjdyuAJ/hwI0ZOGq2AoJrmBkcA4gpX34LBsy6lEivCLdHAlfCnJvNZi/HbaX1stQoWis1UXexeRCKPxo2lNBJBfryKHwqDe1ltvJ9h9VayoRCt8gWA+qitUMLhQSsfAiEQsGcTQjAW9BOSRM4rHw5eCqrOGUklgvEQ0PQOHwbGhzRZI9gu02gkiVoaYg/gKPWxk2VeZ8/6AlqyyUKuPjblnSidYGsFhbXj8OHvdHePINh08UkVwAo1Xvl99A/j3foktdBt/7rVuU82VcurUT+5xSynQF4mj+0mYSWW6gp0PlaRgpcv1laE/dHwBmGl9fV1cXF0Tc9wRbXtBEt3C4PY0LQAtUkcs9HFWOQYr7ybFNLn/1fRc87pAlMyFuvBto7lN8XkWfQlpzp0GDxlMhVLbJPMFrA17wKBIhlzvaxV/8W4aGS1z4UKJMppj4GSVXpwssLvYskYlRKbJYYyJkJQy1gG17HoGAmiljUggpLZGoN/U0ySDsJ61jcNhk+XIOu2dwKAcT5ogdEXc894byCHLf08Sdxk+PKJWEUv47GDxpGl9IrSIYjDqBnl9g5/fog9UlGnaFq5tbkwvYEJ4CkS5vjF3l/YZ5a6fLftc9np5eXgEBDx50dQ33FBYsyephxFqJzbB7cJWWCTdnZyTF7/bZ4jXbcwfY5m15NzuB1kwNftXr/YA144fmWaOZMXL607jx493cJkywdboe9L5y5dFQ4k5o7Ue15evbStVVanWloSLz6LACNA5QzcekzK/PKtN2Vkj61GpQ2hsNGqS0jxgAA8Y/0K1BtS7TVneul6R3qcGVXsr5TFkOlvS0kQ5DNnBCZ48qazEmVcQy8+HZkMadrKzINOqODtG2LQeCwh2KG8eRSG6sEwgMBr2+yqyyxyp7Kk5Hg4udWkVnORYdbNXYB0BjNwp6mtf3MfPzzQOU1tQolRUV0dE6HTjX04YQdzQA6OtoCDh3UNdbteKSTcbTSFoHqb4vXQ/TDDZVvQuX0pWZmUgzNxoPg2SPYP3n5xHEfR4u2SM/PBp28pGP4dG9KC6ehNa1kJF+/jzujydhJbzJvQJazTulwdoAna69fyXW/92jZiX44KE+F+UrZF++hBP3Sn0HgLiyXR2GuF/5eghxj4zc2d9V262tD5R6gLNtfPt27O2t26z/Ii+3v4rtfycAkmN+lZo6ZcrmzVC1tOec+c5z0QerIp8v/vijDbOkPORyD9+7J+E179kLXh3rXZww48jamftDdk758LkXX1h1fOfB514tLqY1dxo0aDwVoFOvrC69kfpNlt2l8/fw6O7u6KiAlXR+fgVGdUZzBbqoRERkrs/nq/yJC0yQmJnRZ11PmqbiZiTrLHQ4dKCF0diJ+2wImEwZGeQrGlfSlUgm7roGTobKLN4jjAusY+gzhxD3NEo9zTMS900NDI6/w4JFGjSeEq1GRUYF6U08GLzQNHV+BbXHdxBaOms6RPYKWOvFuV11Q/w448adO5eX11T8lMS9ePGfj3kffB5c7C+95N206mbqxrVrfXxWTNR/V1pKePHHjQsdBvUx5QxDXevQ07NiialWnU4MsWwZkuJPuL3pM3ftH1Ndw8KbVoIzvqjo7t3Vq8NBf/+wMO+jBdumL5137hc/f9lZGupnXgWAZsaYpBUB4zZs+OCD557bvr2pCR3+/PPHV166NAxxl+NaO9Ky05kNqlYHUTB+0hhxtDkG5pAwX5Ak9ncsmQexqsGY3oUL5nzwR7FFYG5xdJBUioJqFOZI+A5Iw+1hF4ijHArlKBJeC1E1Sls7HpLIUdmp46rTMbIgVgto7FwIN882H13F7EOh8JB2U2brxxsJSNHWiuvMOe62UHiUegMNTtxmENajcSV8VFKIh/SP8MY7FV8tisZN68SwnIdoyWrvoDhic6oM5TFAL0jk1y+QqXa28Mv+b7Fv//IQ/hK40C+qVnWzH+19jPV+9ZA6I4De9tThLl6C7lTKcBfBMH8FHjnEl7A3wWIDNB8wxTPO+hpQrkyx51piw92duJP8va9lzigVvzUNC94GLU7I5Z7nG+C1Dls4diEM8j7Ewp8Cn/ty9xedJ0IaTTiI97TmToMGjadBEFtjnle0AentoTa9XS7v4rdxiOl9lCijEVi4czyzlM+26os6aFC1JWZkCTSMdPJVQSjkcGxbqOCRidewWhANl0Gy0jiflUQS8BEQcc8hbQOejbiPYUUzcuzrnjRoPAMipGy41tu7JUwRrOdTPgeDMR/SlUx221PTFBIOqR6BwPjxQ/3ko8Mk71XBG73i3Bc5L7MNhz7+BCncMH7NIBc7gUdf/klDTnMcDMLOP4LXBAXDv+9z+/q9x7+GkhoLFo6d6lkIJTUznInD0MxY+vBRiO7ucV5vQcv8TmwHTdzt4r+TuH/3AYW49/2zxL10GOL+Y+35ZyPuGRd7v6aJOw0aNP5bQRN3GjR+MvxfEfcH/33EXS4XCIRC9CWWrKgTOQqDGSM7rKrAfYIZ/ByFSSR2nJeeJa8DazqRv6LmKAXVYrkdZxQBP3mUqpvLJc4LcW4iEt4R4w6VpbFKwEVeaY6ER92pGnb8aLh2vfwoMO31imQrz67i1CjWA5/VsVod35VAARQ48CsEBmgmtS594kOHFE6Lq8Vgp3eceYPuUlDNKcpb18CZWGLh0dJPKEGCnw5BkjABA1dz5z7MFaH8mNN4SDwB7ROoZXp9cC0Ta+rrxdjJJ2Lzlk6EwuHvfPUp9vj2A3w4i8f9MvSkfn39L/Dcydxajp5ZA1co4Q0IGL1ADpFhXLN2p1rw+cVe7NJ1y05CRQPrE+DY20mvDuXKnLVtesGS8D3B05yJv+kLPlMwT6+Zrk0uawMmgss9zPNdp1njT3q7wAsPHj/P6eXxcS6LvbePf9HdB8xqxHJwRN1JQac0aNCgMSzmsDKtGgy6dnUJaqEpuhGi1yMgMR2S0NBOUimHk80vwy8zlkQZ4uvpsKiGoVRZVJYgisPdyakMqrB7rFt+crkloIZAmlxNSXFHtZMHmGTnLrLM20Lh8WMUyUOJe6mQehkbnrhTB6KJO41/FVhsCelmdij8ZIfhznik/HIc8cwDHHvRNASfJb3tiUC6p8dC11S3bThJ9nOe5e4esADCYOYGB6Pw9ZUrHR1MRtHY19FBrnhiu5cP0PpFvr5yLdQ42Hsd8Fll4h/5ye7boDPV03UsTm0Qir3/gG4mnjy6yrGfqXjnwR2auA/BfzNxvzosca+9g3LchyXu50dF3B+NTNzhkUHE/TJN3GnQoPG/CZq406DxE4Mm7v9W4v6ZlbhHCUwENVYoRA4p+xxWtUCCR8FUcSQCFeXbYVikyatVSrPHBYXUtIhjHAbCj4H8liRmDRFTIxQib4tc7uAYmLORi6vZEAhvJp+JTI2gQVTiOBIeNadGs03cGjPXRkxbw+1ht7CC7HaC4WCxxGI2GxXuWaLXkZHHoKiAWJjRRMJ7oEB4yHDvFEAQJDkSHm5vhJXwiJKLV65CLHzdExSrQk5JRxg+VUYa8BGsWLWmyhB3AWx2/6e3sO/v4Kk1Vtz56ix2NvUHK7lvlcXIxSc3Yr+7vZGN3mdWk9GVKxj2OTn9Ea9g6r1ETXIHxn8J3VxY97nSi908Y3OzELkysDyVgLPzKpj8KXbxwdPcpc5TXQ56n3Fa4ePq8nZwcLA3dgqWXo9zXoC3piLHzbyALUDZ3w5wm5Bg/RBBGStN3WnQoGEHY2TRFLtio2qTTMvp4ndBaouf3J+fzeEQ09woy72ERRCRTFKiDGLaQqGlegklWJONMohbkKMvUlCmjIxkajGqqigp7h7SWuhNJV+dgthQyEQRdgbgIjjIZYCuElSVbDTE/ZdSLU3cafxLgMwy6Xaz3FHcitDO7/GwJvsB52X8RmsBq9TNzcXCd0cNl0/vXb/v9YnbVq9C1zC8BoYEb29Ewr/99vbtueZMdi+vrW4TrSaZbQFvwiOF39++eH9tu9fJCX/FSftN78WDn2V1yOPHqDfVB6j8eEprKgERBEkNvoVZ6h7gsw+KarzxEXZiq/dPCU712T1SLXymQEkTdxz/K8T9yFMQ9zGIuNsUdzNx/7H/05DBxL0TKe5nv9pKIe6/vwPEfd1XDoh7xvDE/QaFuH9OE3caNGj8p0ETd5q40/gX4H+EuP+DvWuPauLMoyfJYf4IryOJGBCCSUgIBA4miuFhxIgaDGRFUVADWokYLMaK0tQmpdRHqKKiBkEEgfpKTUUUVJCypQ+Vuq673W5bWXzVR6tbrbVWfNvd/X2TBCYxCW73cfZsc89pJcPMZJKQmTv3u9+9fwHifvOpO+J+/n+BuMM+el6QuNe0pXO5XV19fVFRQqGrctpEYSz/tFFGW3OssK2VW9HFbunLjpopdNHfChAKNRqjMbMmNbWqqrWotiyl2tAXgTYZYou+ccQcYQRfozZyixYvbmurYpC5RiqHHzGoPUWKz3Ytwm8mkIeETq3jdA4+3zU2Vss2MjP7+TYNKLIauHbEILcVaL4rdKYCz66x5bkzGGjGaztVw+m0nu9dYyYkuZcCX0Y0vah/RmkuqxFmvaoQkeaAkSXWaSQ8ija3EfdEnhRn2aVUM26VuYc7XXKs3iBkq7n6/OTUYtoP925hN64j684Afrp6Efu2h8i10eZXsFvnb8Bv0VG1M5nMCjr9OjzR13broe7UW9/auWcunYMlVwgLLnyNXDfX6VSrm0roPwumpwYMvKyVASOx8MAPobEsBlpT3wk/iG2MnOE1bvhhvDv1XV/LCx4ROBELil4Go1yrotH9y8HwgJAPbV+X7dsTEtZ6pqh64IEHzpDI4zD7BQhALkPHofAoQNvJ+Z1hQmVnR3FqjlKJLkx6fVsbk5mNn8cFksa2ykyJNamOn1yT262xUfF6iSl3f0pn/1P06chtOkL4Y30xgHilY4rT2zrDBhZIDVxSmZ7Irg2mShLd7uLYRybXyAiPAb+MuHsNo5CquPYTVj3w4N8DlOXe7cYDjMwydh3Cz8PIqhQNfJmeRwbVxGgFr3LoCH9ioeiLYZTPwZCQfmIMJN53J9hSpgI59ifS45QUEqnPjXA9E5Lcuf1OORvCvGcgah8cHLgnfPK9ez37iM+MilhPAI3f4j/DGyVwGKAs2fEOJUzIW/jmuN+8NGPBiFmn9sAuPu6ZNg2FVb6akBUQHLxkyULCFFovr9PtcEbAifti6HwGrd19Z9IQnoTTTs9hoFqmDpGCzR/Mq83jsdl0egceUVNMM4PSHjGImI9CapqYdGuUySEyl6p+kZiaXzlxZ/7zxP0rO+JeePW8C+L+V3vifuc6ht34nyTu8FX0aO4eeOCBc7gh7la9vYqVY7kAoqs3lWq5Fkoox0iX+4NgUF/SwEU3g0K3c7j3welcR3jKesdMGRMMOxMTY5DKaJ+l0UKvcQiDAeJOBn2NiF9I3L2AuDvuygMP/i34lRD3oREvQNz39RCf+UWI+wC8YTcnLl68Z+P+o3x3oGoob1tjJo5kqo24l/cp3WntQ4QGDdUEdaGFqek5KkV1J66bJ7pa3StMqUxO5nJZrMLC4mKZWN1l6MvOnulGaQ8DpV2rruDiT5Haqqtt79LyIyKys3m8IajExykilPkaqlHGpS2Gtuqqot5ak6KrKb+5Pjs7jyccEkpQNohIlEj0eqORy128GFUNNRZzdRXGump+izSiPjsqDw4y0dlRzhHWS/j6OrVCrKMVs1jHjlWl59ToVEZFdbVWGxFRj541Dx1tohPeXgBlqdpktdEk7qV1wNOmw/E2cjPJMoXCqNZqtfl9SssuoqJQrRLaSZgdb49QNks6+dXJ5kd/hg/zthhGJBazWNB2BSisKnzwHSx9DK8fYFS0o11qtfqnjzBs82a7UiZ4R9PiS7B10/+eTcSEyCzslc3vWdfpy+fA5nVP72O3Xl2tMELfVC83s7gRFTFdhXuBH35AQlIuaWmb5XYHulO321cwXbl7a/u5CwOLLl24AoM/F9vaUovFJg0MJQtHl5R8/PHAyzvz1sdY1uS5azee+MvBE8HjJ3yC7drqD91VCz8/umdXybRRG87MgLUWzninpGTa68snn5mw6I8l07Ckgwfno6bj7SV4tpJHc/fAAw+cQqKpaE1tQ5KTBUtTVfktzeVccmFvviEsUSjtJTM6+BR04lcqq6oyMy0UXijUgbSiKbCQ+CHCitSiHE7/EHOpjNZGz7ZZKRPrNYcay+T9Txmm5Ofmqu1qZ/ank7lEY0y+vIhElRDZDj8zp7iBuImXoTD1lxB3pUblIe4e/NcQJlSnZnaXu15hWJRKZX8b6wh+Ss3S5PohLn+fqNTnVqX8PHXlxx+PGqghHRQrSkpKVgA7SFqxL+TPN/567o5f5Kq1CxZ8/vmkSd7eCxeiYqWB51AqSaS6UtfHMGxYXXGveMAr178Y7WbhQm/vN18y1164tHbtqlWzZv3xj+HhWWm+8Qf3vfHBG2/se/1g0IfLo7OmB96+etM81tneEWA3nUVFX9WuWjTLL3zDrpBRoz74YN++oKAxY6ZOXbJk0kJ08snXqKzEPd+9qi3kdbKZImSCXwpWJjlnMFc7TKenUmk0dIZkscT06kFt86Aec6qZKhrSr1FIDT1FP7gxvSBWw+4GW3oVfioGnZ0ph0D4wbJtEimUlBQ63XJ0yEXOFTWAUN43aGB9BEWTImeW9YvkubQikKLVSB53uyVACkkz1dRuugzc97aLB8pxl4G8jlLcBw2rKYhtgV2cpj69+Rn8Kd4hp/dfgRB+wnPcH+Oh8FQ8YR4BT5Xx9XXcVZbvG5DaMtxu2QL/gH5d2zIiAL79ZyeAuF+HEHs0MmAdWvj6aww79wMNkAtG/n7i7tCdeuXaLeyiI3G/dhF+qiLrUK+41wLImfEZeP61Iz7G0gKGey8LfBWObfzwI1iIbwz+G+R0H4UF+C+An0O9T0GG+wqfif7jh8/zGQk+dx88VWa7NVvGo7l74IEHztDCFvefeRGWsspiY2NLcb29ADrZpbRi3OkOQFEwIpFlMyEvh1XVnygj5Jlg7tOAh70JTucmnu0qj1rZU5l1/b8Ng4AJu0wZlOLOtUtxRwI+1W4OFJ9cQ2snbgLO3sJfQtylHLGHuHvwX0QyNPLo3fw+D2UDuvk9Hth0OsINcYcvGOPnZ3h3yz+BUUATLDz/jZBdO2+cexJzxpqY7gQRESRSF9v1MXh5VdPIIndJ7ryfu0kkHs/bGwJrIgMDJwds890HU/gsKPH5ZvWGld9/ff8pceDNEX2V5F4zJN7EBJ4YGFoICQkPj4ychGfv8Tk24u5Ga+drjCYaK71wTaOoLEULenbeUJfVtMOE2Zpyo5nWilztlZXt7fn59fV5ea6lfPAW8vVqE7cIlPZ0XGlPzqfU1yP135lybYFAUp1cYaqhgeIMgrlM3N1eni8AuTxv5lCk6TvdZijI5dVGJrd38WIQy6uKisTi9natFlR2eDKkcTsfCwCVXVOtNoq5tA70bFWNmbpaE4jknBYDUq8tmzo7UkijBIG8wVgmrqQ1wojAscI1rTmZKjPTKK/WaztB1wZ9HQ0o8HiJAPsnr6+XSDSaumQ11EaJxcWgriOR/lhhceuDhz/AZ/hA0d5eB6I4J78Zl8gN7/8Jlq5Gij8Ceu8AM5ccR8RdqZTg4MAOEW5f3wdWmcu1sOd+3HxwAyu5d9v6SCXDwX0A5cBfGo3t7aDjN6jlWm119c3727EfvhSLKysL23ItvJ10sWcF9rVdo9PVi9ew81eJEZFff3tre88lWOfQocJjNdzkn6O3bd++ZIntBYeG7jr4xshV3m96n9kSvXn1ziN/KRk1ZS0aHQpdOCLmD9j8uNeWjIXb2gnBf8CmvRL0+u49U6b+ATs4OWvzJ+jbcGDiX/CZJh7N3QMPPHBAgUTBLbaer1JzuKr9JEaxSamMrevowPV2oVDK7S0sBqc7XNeEwo6O1NQCq30lmVqVK9dHWE/Pyd203IZOSykTujaYD1UaS/tP3RmnK0g5fQNUWVgtJ5EkhFH1AmVqrkJObE5imzpIersrVmlhY+WAaI9AyW3Tldkt8SosrBmUuEd00p8j7pLURg9x9+A/BEmKrk2ldO1PBjU3N1fznFhNWAEGtHTdza5XGGZ4cPvevRKrTPei2A6I23ly2dFVo18aTmm4RPs5cu7cMzHBCF9M/n2WFcuXvwp45ZVvvwVnOQGrxxywrnFy5UbY5LXb3194dObMGVeSeZhBQyLx+UiDR/R93LjPP58xY9WqyFlT9mz4dNvmg/tKfEbe+nb+66/Gj5m8csqp93EzgT0yFOJDXLQDb+/PP18wdsuWPXt27pw/v6QEKe87xxye+sdn4MhzbE61h5CXzy4TodzbQpaMWe521i+8s7xsdjVdZZGkyeTBg2BQDEwKU0RDCjJE6orMKaUggAwCCUUO4eYsXPBNZ8no7Sn8QZNbhkJ7ahfkkRdbiCSNZulOHcyOnkHhsOXQm2oLN6/Cy06TKZLB4uALYvkgkJvoOqjZsxBcBgss9EwFJLnnD5bDExFBobAhBAb571FLng3prNSHj+FP8T61K6UURHGJdXjBeaoMcpIDcY+NtU+VuX1nPvbX7+w97l89/Cs2sueO3TIy+SHs9EumsV/G7+Rwbt6ERV8SA3QsxN2+ihVPcv+a6Hu/+u0tDCfugFxWK5WZtRXDBnJlvLzig5KwVXA3OXZEFljRQkJKsI0j3sR/M2PESbhpDogcDT+P9ZsMYafzwd0+PXg9/H8yfkNaErDO5nX3aO4eeOCBHaQUk3VUlkRaTJaBi7yKpuDVx8oZMDMJLjdziHo7j8dgsPq7D9XMNlJ1f6KMnN5IEMiRw51MHUjSyKDS7RoPUYkiiXgBRCnu7XYp7nrYoT3f1jLWkB2IO0w/c2iMZDAGJ+7o6J4j7qxiD3H34D8EAVtGErmZWBiG1OzBXO5cujspevSDh3cHKkf/CSRET/fzB51dGNFFov0sB0P6b/HYmOnRW/FwGICrkJq4kHjrGmkBK2GTB3eun30EO0B8xBnwgTbHJPeF3nOhM/VE+Fbfgz5J1h0HhUQHTA+ehZsJ7IHOJOT+R6EjRgQHR0fbju/DkA3hTze5Je4GfleD7jKto7VVp2rX8yXKgqihLl3t2VKNvtt8Oaejg0bTydTq/HyBoL6eaB+yR14Bn63uVl0uai3uyOGKKxr0pYZmZUF9nvD5AB0cQqHBwGZ3d3PJNNrixZfB0d6gLs1vkSilGfVDhS787NlSPqeuq9tEvkyjNTbW1MhkFcxkMKc0N0ul9fVDnSY9gt9ekM9OlhvLZOQcWmtHEXQcqUxMdYqWQ2kR9Enx50t0MuggEHTytWxqg6mMS95fRGultZK5qrIyU3tytZ5DMUiaBcqCiAw0MOB4vzBEIDAAVa9L7maKxTDBNIdG6+jYn8PVqcQV3eYKOQjlqFhJIllydBt8dssyYJxg6NChQqHlKCzEfZegmZ/Phr00NHR3w450D2HKqo9PURFytlh2qAMh/fr1u0DcuWUVsJINptqd2PYVdwhLEICkY/e4XFx+1zXC59raWliFYXfvpoPNp6iol4v2zDr23ZWR2MUrRH397NfnsZ5zxNRIFAh57aqFyucealt87Dswy2/YMPAOTF35Bua3Bb5ZvLWLlk0P2bsCm3h4PP4bIe/UmISk2cvTDh/njZvkFxc0/8jG8G92jdk8cn7C1ph5AVnYitmvBk8Zg2btYklJvr5jx7r4C/LAAw9+XRBmlzboaIVLkcqQ28aFHLWc9EauolmpLAefSxE7Hy43BRW1Swvl1ZYLT0UFg1FePgfNIvPKKNifWlSjzLOcZesLuOk0bn7/pYZD39/GVNr0dy+v5pyiNWLCdSGPW3nsGPECqGFXkbQU4ii9vKaIlk947OVVnttY1mS3hEJqM9pTea/c3JwXIu41ensTZ2xOUep+uyUeePDvgjBbvabXVO3y98MSE7lc8gAhdQINlZtene2cM4Z+Pj583evzk2yukxfEvrgx66dvDN703pQvNsLM0Ym7e+59+eXLL7+M6+uvvjJ/r424f/PNmDEBgBs3frg4cR36KSDgQNrmkCNW3r55d9zsV2CTj/ddu/YK7ODI6tWrx2QFhK88vNHPz2/eiBEjLBr8MKG0rY1KtT/4sDAQz2eMHbtqxJm5MVtu3rnxw5/jd4XEzQ6K+xB2NHHy4Xf8YsZ/bpuAGlXeQMopsA3NzeHxkGQ/d+7bb69fvy0+aG/QwYSEaHfEXWPV2tNZtUzNIJp2YkRzSgOe953L6qCbORz3ATWon1RPFeOhuocYNBETlPZBNGweD6Wl2wToHHI3VTtoSI0wwsCuA1u6xc8OpnS6CRnA3W4D4Tl9EFJTQe/FxwHg5eO9qXWclsFCdCyqtkpUBAZwhKWQ5k5nNlBLB81yHwpqtgbPcYd+UhvZRRnutRBUczoFkXbLPQYxVWYAFuK+G8Lgq0EcN4p0uCn9GEqVwbB+8mwNhb/+3QdA3B8x2wlB7opnKJbmNmEJAk7c9+fg6nt/HgNM9liBRlPIcGxoPKCDdf3GBw7dqRcgpObaRSJxP3vuPHb364Ell66CWT4a/vpsOBX8BrYMz3FH3akvw21pfMBc6+9+G/AyHEkCnifzfkicz9bIZUFxIQlgXds5fFXga+jbGXk0IMDyRUWau4e4e+CBB4C8CDk+NwvhEIPOkdNppEaw4s7s19tRbksOtB1areuoR8MmkyOJPFNko8gFsUWkGoIgiBzu1H6HO9KzG2lEaTyb1mrv6UUp7vmEFHcvr3ZajV1vKuyUVMzU2i2hkBiO4evo8vcixH1/iv3OUeqN2+mBHnjwL6Catt9huMgBL+Zyd16cEzo8xjfEOTl3h6CQgGC/yEjoKF0ZkOYkdn2Ujbj7+gYEIBH+zp0r5147bMlxXwkSuQ27QlAQhj1Kgpbj4TSW3tQJ1iPNYDCYTKevAQfvzWcPrn+9Mzq+f4ezQyaGT/WLGT7OukYeR03abxkAJAIp71nRe3HD/DbnxL3ZkCxX6Ypxrb1L3wla+0wXmjaQ4wJDnbxMnFPU2FEExFjfJGmWFuTlWTSL5zEzGwn5dN3losbFNBi3bNdzrEq7C+O8kGeg1NWVlV2+3ArQ6Wrp8mQ+RSAoyIjKS5zj/KiiBBQQns26zBxaR3HRZXFthSJZT2lpjgWdPdu5zj5EKBVo2OoGuph7uQhs6fu5KnqFQp1cSjE0x4Kqn53nTGUfViBF4wANDWVlZBgJQKo2ubeswqjoAom8xdAskILGHgXSuONxDhU0G6B0Sa7uNum4aDygtTgnR6cTi81mtRr0deDqEolAAPI+qOt5oK5bdmAh7u8VKAUGvoZdXacGYbxMl4NPTr0Hz0/r5cp0vVykuJvLHt1HfxVogMECtEOBIPC1g9iB18bDcQ0gomAlrHkiI5bP5wzg2ZdB2OOnz5oQ9FrkzaFotdOmbd9Op3d314p13NaOQsbSQ2evgqP9IpG4X7rgGAt/4etz2LfnCBGRl84mJc3uEYs1GosmNXp0ELZz6+f4ixw3Y8nv4vcenD31I8tjNHV25N7Pdm4d86eP5p3akBSycsqS42mrk5KSXtmwfviqjYdH7t21etGieBQRiWvuH3k0dw88+LVjiBBsnjmphRYZpWpNGbu9tia9ht4ljSjQAusm43p7vbyCUaiQ56GrQmhdHYPR0GCTybvFkCgjsZ26T5vWtFGbbXrUzAIFo8bE6b8AzTTUHepQD6RqDMtuXlpVW9v/GKCgF7Yp7a4E5qXkMqI1YGaBnERrIA6zhxZofzlxL1Lbj9j3kWm5a+yWeODBvw+x+gqGyuDGB0yhHDrkziyTXVDbJqY+L6zO4Q33m3LkM1sIxYuhZO/evUFxy0M+jEtYvnx5wqsHZ8f5xu+KH3Pj4o3pgcHvvH30LYS5IJVbMXr0cEBpKePCMzn+43AkkduwaNFcfIPItx98ff32k/UbQJFP2xXvuzsoCHT4ONDgd69evTU6/E9TDn9/PfXhWJexMWFhTcaOS08/OgM7nBW8Z31a/MtxQQffTQDpfesfDk+Zt2XEKkk1qVVjPxQHsCnvx99euf5H58SdzzHTUdEp0tr5dhrB85gZq7EGry+l5VC7nr9RsEd2BAeE/A7cIY0C10sHiYEB2zynlMm0hMAwGCKIgOG/gDW9lFohysGN6YdYNHrF4CE1Ql4zdKfWilpZlswYS0gNh5Lhdquw2GY0DiASDYTUVJIVVD2UnLovXM2m8Dl6qoIuHgipgRz3TLrJkuLuarzCQty/iDWA9z6ZqmCCrwb89yBow1KU2L6UBsYeSL9HaEdxkBjmOMAQjCe32KfKgFUF1pzqFYXnydgwb/eX2JfP5PjPBoupPyJiJHjMfv6ZCvb9TPIaPKHfOXG/dc0uyf0qhMJftFuSdGvFChYrJcXyUhd6B4F7y0LUvbw+Hx4dNBJbD1nuCN7DX8N8gkJ8PwOtfQsMLsQFbPReFIDeCB/fLC9e5NugvS/39o6OtnxhfXxiPJq7Bx782iHk6SG1xYZ0GjVWDkO8yJZu0dvFuN4upXNJhXjUlbXqdIBZcGmFjIFQ525yKkPf3/ARFWuGXQ2cW+tBJSO2pqLcagfhDaW4219OwIbOJGZCR8WqSTSCbR61aut/OXG33xVO3EmL7ZZ44MG/DxkUBamX42ZaI3K5O7pIiBgCsU29TgpYQ71XBX7qiqC7wvygoKAPYbocqoKxYLav7+oxT+6cu/5slv9cq7PlOUREpLrNlZk04osLP92/GfwF6OwbQIn/DPLtbNjus893Z8Afrl///nt3c+34Kfut8TkL/GcFh0fvCrL411f4JEQHBJ/yPwNf+g7rKckJ1o7Y9N5kR+JeUADqtpjWurixV6dQI1+7e62dKtYVdaR2cGUKiFpp7svIdmVRhzOkoBxsK70ggre29oqN6lIKCNIZUa6UdjB+N9ellNEv54ALvoPLrajQ6w0GpTIjw7lkjkxWSoOmrgG3pncsLu7VgTG9Lp8PIwBIZ3dx+yEVIFs6XdwLOjuttbKXblaoq7X56NgKQGZ/zo6OMEQg0ZTK5d0V5MtFRa2tOTm9vRUVCkUyjAQgVTsjA0Lrn5sNECasF3RqtGx5t0mMjhA88DmVXBF44JnJdXo2pQU2RQb6jDwQ2O3HK+oL+gT5GvDhNDy6+SV8wHfAt97asb+Xq5OJy7ormE8f3Yalu4FftzQ3g6gO7xHgpS1+6K/B9m5Jkdwu4GjuP5mN7RrzyOpjLxOD7QyAguC/u5xjM8TjeHi+B+v56SH+c1FODe6YyemBcoGvvhLJuFydrsxMp4tV3N5XsZ57P61B7VdWXLpy61bSOcJ81UuXrloDIfuJ+/nzGHbhQmPj5ctyuUEgDEuL31fy0VjLpxQqPBW4G3t3eVb4ls958M75jUkYleYXHD5515iTE0OWz965aMTojzZuGFniEzdv3rjhfu8lzU9LO348Ds+W8WjuHnjwq0cz38QtXmyb2V+kUuerxTmpXIUmox70dlqHiG2w6O3prRXt2cjKGGbgpKZyudlW2zqHnbrUKBdaz8QFAjJDZDL0K+ydDZUks3KAPkvMojZywYDjfUj5aVIh386qUsmy59v1Ah1JJe8jLMkwNJDIHOKSoYY6UlW1vXkGiDu9217ZeTHirhT3eoi7B/8xJA7V1GRm2jUXOKyQqFK1trqe+DhnTrWpJp3q4HIf99GptJ2vDvDvF8Abe/828o35JaNGliTE70gLWL8n+PiWmLfOgHD+d/4zUqoxxdvbVQJ3YmLNGnqZazU5lFfdSytsmLEAFPnRsMPxcz96K+btTcFT1p8M+NF3m6/v7H0fXOvp2Q36++TJhw//0W/8iBmf29tPlBQdqZuDPOxC70kzxq5adMZ/y/GNJwImfrN8/uy4hJe/2fXnizfu3xyxyvkRIOUdFAF74h4by2QWg5DaxlDRtf3T6Z0Dae0yFp44IzKxOYQJ9U4hoaiZZBqSlyEKhlnNGazYFIJgmGY8BiYXKe2DR9TkRUj6I2pQTroYjOmSwRLSLRE1jSx0hkem9G6qntPsJkwUwRpRYzN+s1hkMpXKZrsPqUFFp6UpciqdXIS/ZyhLuJisg9SWZIrB/TgFSnHXp6hhPOArPFXGYkJJp+WA1agbAl/kz57AUqepMhhme2jR0utOP7m9D3t844E1OcY2wIAkeyLTRjjbcw27dpYopQMQcf/pJ7SpDgY/wFHPfFr2GNt372F/cAPCFUiRsd/dVSzp2/OEx5cuXsSwq7jrnU7Ph3ducvQ0bMsI2/Uoxg8ZXxJ8jw9HS5DLPcA/MjgAbkm3+iZgL4OfbFzkFLjXfSP4FEy73oIlBQX5+4dYPXAlHs3dAw9+3eCzi/qDr0igbJdGyGkshpgtwPX2VFoFPqkK6e2NKZb46SGcanQysu0gmcqARBnblUBAoZHo1IFhWw6Y5RW8gRN+p4jM4BIuNihTJtX+ioVS3InXSNSbKk4hnvmRZGkfBTOUktw/HtAPEolp7XW14cWIO3qxHuLuwX8OnaJKltHdCkwmg+Fu+iNqNuh2cLnPiJwetNcVRXeOvUH7YBh+BfyU4JsVPhWyW0Zbs9vDeHpGB6FtwQm4NJ3d99QRHHoOw97KzxuxCApPl+EhNYRO15CQ6OjpgTH+Y4fbE/f6WJFDYXKo9+jIUyDgJ1i3XHH+4p0nxEZXR8Dz24j7kCEGQ3u7TldcXFlZZmJrO1sKXLZYDc0waE8bzbre4qJKkUlRp4eVI4Qu1g4dIjGw9Uyzjnt5f28v3aTuKtdQJFKXOw/NUPI18nZ6LTdzf1FvprhWDU2gnZ1KZZ6LyaHCPFDa9WojXaXrJVdmggxdoU5pKuVT+pT1UfYNpDZkZBgMen17exldx91P682UySC7pYutBX2+r6De2SDDsCFRUgmnNPl0uxE/MjCk02vFtYqGpiaNhs/v6ysoiIp6frNsKZjRtXVyhbmsVgZhM1yxSiWuNYF7PqVJq+Hw+RIJKq3Nc/hbzsiQSlF/6Wm50VgGr0sHNasqsUp0/wGQ5FfvK5LBdl6an8/vbJH09Sn//j6aoWkj7mF5UVJpczNHa7HKyOV0HDouQi/5zvX52L3H91UmMwId7P8It+dPw1ZznyrkuKPdgmfRu7BXHgSyweHe1YWvBVh9HXLkH6BNZSIVhL4XwXDIvaRRI79PXdORWtiGxzdAbvv5u9hFO85/9trdpB5iKdPXV+BW4Rz6sbGxl6tov3m/BJv6js0sM2lswPxR2OYfP/0xOHKt1+jfZmG7wv+41v+9P+38ZvbfsNnhm7zCZqx9+0RQnO/ERSPeHLsuraRkx47o6GnT0EtOWrE1a9UMF5MsPPDAg/9vCAxqo64yPXfp0sLUNlLuUp2iWqOuvZwqk+fD3B6NmLtGXErJGwLG9OpGWk2ZEl1Dh+VJdb2pqTaRPCMjk1ZU1Fxvu3xQa4sL9QabkjUkTw4bVvdHsCfm6VmtvUzCxSZPpSukEa9Y9Rlrcs0KohRmKK8hVWiI5pnmajpJJyEmvSPifizfoQj+lxL3CKOKlJoxmGDmgQe/FBmlFUu5HDeuZAqFwXCX5S41yJbqUgbsY6Hj5k5Zvy0EetJfGEkrViSNKhm1Iu5I2uSNm34X89b4CWuH/2ac90ujR49eteit333x/Z3b9yPnHX17ilO8/fb9B99///asyMiYmAmwyejRk8bZi7+SZF2uMYP4TZ7z5pu/eWntqgmLliyJed/vVGDguXPxN3bs3Lw5KGh5yM4daWkbTm6cMivSf+7YGUhQFObRl8oUxMD6YaELZ4ydcCYm0u+d6eHroj9JuPvBvcc7tn46ecqyyC0znk9694Ivu5W4D+Px2GyLUztTVOe2Owp58ZqYXFw3Zokq2J2D1a6Wsk24ZX4pgyzqYgsG6SgdEkuBgBp0JLmMdJE4pXow23xeBJ+toOfg2jED6rsUKZzBImpiY9ls1J5qoZk5ZDOzaZDuVNScWgqJLVzczg/WeXIm0wgRNUSLohNIKeUpDUwVpLlbBm1RjnAFjAR0uj9CFL4ux3PcLT5yy2iATnT5wZfYuzc2OcTp2+e4J0YUWEJqbuKTU8nkfrIMaGtDqTKv37tMV1izY/BJp5QTH5dg0c+q7dSeseFp2LuBKMImDHZpxY8/IuKONlSJekF3RwaZnhXbsQvQKdjKsqW7P1/BdBZ8N0T5/tJVyLy52G+eKf7q0aMPsE/DB4xnK8HlvjP8G58DgW/hLvd3fad4LRx+HL8p9fENR0fl/VbIX3ziIpd4LQzeg15qQIAt7NSjuXvgwa8WfDbZOoTaCAOBSxlUyPUCqY/BhAlVUbjersDjYKLYClI63aKehUVARymNZpMDY+0SZby8xCwWq7Pf4T40optEI5hxUT60bUcWoEyZGsJja4o78UqJrK4Ku1M5heoYhY2Ie7rjReaXEneUD5062NXUAw9+MfCcdIe/OjugmoTBXO45hC+W7Yr/T2AFTJ5DwSufRE/1W+VtYwGh3sMh+CUGdO3Xrl+/cj3wMJTAOEXAj+tuXzl3f+WewGXBW2ATSGzHR/0HgEqJzW74W2j+orNnnzwJD/f1tR1Tic9m3/DATX5zrZYCM1j5nQfWe4N0PzXa9xYaLUCZNzsCv3Bml4d3CCfuSn1dbW1lJY0mFtfV8TuVBa6M5zNxrb1MR95fyVVVqJtKOyUF2c5VbWDUeXw+CL61vZU5+3U6c4Vem9/ZV5DnKnQ9r8CQr5ebIWZlfyWZK6OD0q7pbFFKHeVoG4bmNRvK9Q2gtGdW1vTqZLUmRZdew29pVmaAmuIMYVIlRyOXm806XWVlby+4tE1Utb4JdHYYAXBu5s+TGjjaZLXRXKviZtaQM0Vl5gqjuqupHMTyZqU0yskoQF5eX3M+pzpZYTTRZdzK/ZkqmUqlMinUXXVNGlwkV0LNq8MRQqqNEjJd4OiMRpDHQR/PzJSp6PTaWqRzVzdpYTSA3/nsxGdYQvy8KOItxlDp3393Ej7kx3K5nGo20WtVYECHF8d9gBqUMLPZZEK76OrSg4qu1T59+iqW8OfIluY+CyKiEN77ZDa27v2/RxEHqYYfXmcl7lDiha8F+BOUtJ44gTZs6eQDSmGnYxJuYU9uis26Stoai/Pm7BWoYLpCrGC6gAIhrUnulgUXkpKuXbM9YlQ9TP0gKSFkSYbtb2nTujgsK3jKlJPRG/YcXbQx/sPZAaNnLBwe8866+GnTZm+bCw2poS+9s3HFG9uijx5dFJMAX++4OBtx92juHnjwq4TE0ABqeyoM/S3uqOltrGJ1VOg1GqMuZw1db8iLytDjersBrllRBnZlZg29BfezDMnuLmOw9HrbtayiIn1pU76NZ0v4NUtru5X9CrskBVwunAGVo0BrJtG0BEf7EGlVusw88BgutdpCUjmfeNYvNRaTku1O5Xwj7NbuylBfbfxlxJ0XwXRK3NMNbqopPfDgX0KYkC/rrWnPc6nkhoWpVDQYiXI1b3JOmN7MbZTj34FQ4ejIZWmrYYT9hTFq2nZoSv327uoxk6cve2fTO8dnvQMi+vSTkz/9cV3aDsC2+JAv771+rSdkd/xq58R927bHr/ZcS4Bprd/s2oY22TEx7Q+ffvrpn/ZsnBL8HkqWjPno0YXe0/ZJq0SEjRvX1nbz5pnxMTF+fsHLDk8/MHHzEQi2gUj4MdG/Pzl1il/kzYdfFT2XGmPZGKT7CUtm3b997sq6A5988m5cyO7o6JMn33tv7txxtrhIQIuVuPPpMkSfaDSU8uEuG70e19oZkImbQ293N4EYISIiJcUSvJ7KMjFLB7HMo9B1Ob0XD1mpIsuodYNpAyigpptOw5X2VJqYeZpNcZEBakMihU9VoKRey4ul06vZklhX9ygWZFCaIKCmEh9eyGWkwnGd5vDdt7vWR+RDayoKqLGo7B1kFd1IbaII3BzdMF4UhZ9yGh2dLckdBdSYIW6dDzq3bcPfBn4Crq0Yu02zKU24x/0e6N+2iBoUWk9DBUwYZnHfUygFEZbP9Yz/y1iIr+NNnJ/vu+Aity/xWgAzuS3EnYDAQAwLDLRfdnKzD3b/KZNaJqqxOt0tFUx2xP3KRezuFWK2O2kFgPj42opp037Xn2GEXupkP/8R62Fi+An/YHC578DbytaC030k9qEfehN44G6H29nwQO+xlrvbgfozj+bugQe/QmjYNOt5F5qqoZm0g8zhdUI+dDotBSzpUaC82/T2AoLePgxvTy2O6Lep0OwSZTQpjSQFe2DqKXK4E624ApDK9xOuCsN4fZApY6csWlLciReb53tT+cxMUr/HHgfOtX8JcU/kKZwT98HGiD3w4F+AgKpi1LprvKFSSaQIKxdxhhYoYLV8tUK9zwROdE7QXaEE7yW9e+3JiaMglR8PnhKYBVw8wWfUc2uOCkpwTtxDQixityOCQjb7joneAFkyfv6PLjxwqElzAIulE1l+emn4XP8pgQei44Isx1Di843vhsD7Dx8ec2MYQt/Us98HT4neYUnA9PGJjvbzG06IAgTmjRN3uAuqqUF1p0qlK/lcmCfhnDbW6i6Dr11mUmvzW2LrXX0+wzIyOJz2dpVqP0Asbgfp3CBxbZnPk1K0de1Mla6SDEkp4goq0rP7lK6U9rw8ZJpvMNaC0t7bK5OVVajr8A7VAucRNWBPbzZoq9sVyJxeA4VCKpVCUVeXn9/SIi2IcnrzNzNDwtfqT7cz6SouGensYEtv6KrTliI3OwSrOzkyZJsvBVO6ia5SZfZmZopEtbUVFdSu6iYOH9Je+uCZHI5u2JCZ0lh+vlYPQrm5VgzG+RpwwKvQZmo1ss6jkYDYvnrQuW2yjIW4H5VCCDynPBkc8GBeh+D5B9/B2NBjVS141s0groPvvqk8X/PsC/ShW9z3UVG2LHnXxH3dFvuEpEmnTmB7f/+F/YqzYMZrVpb9suDJe7GTy0pBg8/P1zadVhtNvQ/+il07T6Tpl/BASNzTbkNPz/btZwnk/uL5W0m3L1e0a/hRQ4Z5jT2TNm1X9G/fnPt+8PqAiWkHPsQSwmfBky0Ep/vJafN3nFw0FrxloyfuwEZ9uHv6ieBg5G//+GPb98yiuXuouwce/GqA1PbMStSTemhpryxnf2NjpSyZz2kqqywqqiiNDatvThZXWvV2YUZ5ZU2qzqK3ewnr1FXpkCFjlQ04nKoqszHber5OHGImF3VwCmyagtDicCeczvmZOakywlUhsVNLqiq3o80N5vSlfXYXmxQdLdX+6l2qyllK7HCyuluUdtHYGRkvQtyHhbU/R9zru0we4u7BfxQzDepUstq5moyjr6+wUK12ba7OLlAUysDlPm708fVZIa86JdEuMf/jffPjEu71PP4sHqTy+F2fhHyya7Pvzq3REw+s2zB9+vTDU4Oh5nTj9e/vPJg3L8Yp3n//uN+T2999t8lv06Y9sMn06QHrDkycOHHMNkiMgbrTkJD4HX8+/+WNnZ++BmL+psiYueNHL3DMUpTJbE1TvIWTfrNqwltL5v3uFOwua2I8aO8hIY8fP76Y9adlb0fOXTXD1pdKRJTeeKltScySmKPHpx6eOPGzz4KC4uPT0lau9Ds6fhE67YBGgBP3NYx0Ot19akteRDk1E1e3O0QKmJvvDmGxsVSqxTBPo6lTBle1q5kqWiqsXUXjMn/mOHf/9KM+QgumeYuu0kijQ0CNtN986AxzeBmcJsiatwTUFKIIGNdJ6RbUx5amGOlcPKDmEGMNHlAzSHMqss0jU7pF7UlnZYqM0O3qLqAmjFcP8TRyaHa1CeVgnKfTUZK7q48CJ+7xzygaSHE3i7h48yyo2XiO+2O6GRJm9KhpCV/XIVXGBtfEPSsSKdoDGBe5EZsffdh+RX9/DPP1tV/mB9Hw64PBu4KjPpbPfsZd7VDBBCI8tqKHGAhJGsiVseDcuRXYlaugh6UoQeoSek/2+ThoHuxwfPBEn5ejEyCGdQr+BAuHz4Mp40ciUbOqN96cuiJkm78/UtuDgga+xEhzH6S+1wMPPPj/AVLbbVOCTNReiDCTQRCMlllMKhI1gd4u5dAZLKvePhMy05f2V53mwZBzf3uqRRYcSJQR8rgww2jgkpfn4HCHJ3ZoTRWywfNuT5GfT3GXk/fT7Jl1E5Ry2PlrLMTd0qFhQ2zsixB3eA3PE/eUCg9x9+A/ijBeOatI5FA8YA8WS+Q2tSUZ5ilyIOI8/Lma00GxF7Lbd/k+Pn+rf0lQyBHIlTkROCX4OGjwc0egiZ7N0HbjptrUy6sMYgbrvXjei3CP+ykQ7gMDP43eCe2pxFBKiIX3zQpc5jfLf5E1sqYfqA/Ccadod8GBf4heDpP3EOa/siMA+lJHTHJcEYC6Uy3f1NARcwMDbWb5oKDJ4bMi0XPBmQQn7hVUNYcT5eLdDEuEUtHq9m4ZuSaHKzMpUkr5goFRQ3sMi6rn5yd3mc0oMFAm6+6urm6R1DuJW0GYk1gvoHD0oBuLYO1MWW13e3U5nyJ1UXqUmCiV8vn6amO3StZLzuSqxN2K5GoOv1k6M9HZE4QNrRe0gEG9C4qKVChSRaZC2TFNTRRKRkaik5moYYkRUgNF03Sa2m1WQUi6SCSCvMUGeUoTisGJGPo8Bx8WlS0Q8PlNTVQQzWUysVgG/vJaejv1dHI5irWRZg91vKUQRkUIJJT8pupkuQICakSwEcTFyOhlCgVV3VSO6pekUsePIjsDKlopnNJHT+Kw13+4DzZ2MV0sgv/gX1N32U3UPfRnDpS1SmIhwd1yng8bDRz7RYn7rIkJ2NZNi+yWvRnzBfbGjhP2K44fj2FHjtgvm/deHBYw1bbLoVEFAr528q1b396hq8hFiy3ZlyC5wxJiICTpCuTKXCGUMl29ugK7eO7QscvcCkU5x6CcfiTI570FPK8Z4/2m/x6Ie8m7GxYgm1eo9/isnaMOZq2ftSTUO+Y4jCaNGrM1IAC53H19X34ZveiD7yZhK0ZNfm38JI/m7oEHvwIIBNXJYtkxfHZ8I40r0nFpHWJzNV9TWpaTk9NeGgsXmzpxDUuckg8V2KFRfKYofX+KRfEOE3TCtVwmtRploqLI5I6OFqnt1C3hFx0qow6EvUhKVSQZQbsSZiQzikyn+x/DXYHCfGiNfX6LDtow7K+axsU5XHunbDWUXyvsliDizrLvIJFIXpS4F3fbB8BHlbYT70488ODfjmGJhm5Vh9kVh0Mwmzs6JBmuzTIceuZXj/64J+CIzz+RJbNi1L7Zs2e/EjTf5+C7jx/39Px59YGAcKSwb3rb73cxS96aO37CggULZkxC+rbUpFosi3Jj3O5SpDKao3ihL8EmCxaMGP8RNKa+P+u43x83LZs6deprAQe2/rXn3me7fX2PbF69c+KBgA3TD08J9jsaEzN+0YIZoUA5qiFYVupQIRsKuxv/VuSsd4KnTv8x+oeeewnLX1498Q8np0/ZNCtm/Cr8yGwQQgVTYRM6Oc2ZNOOtt/z8pk/PyjpyJCho95EDWYenHp8FTA0n7vnugmGEvHy2GDcvF4nUbAkhvPZ5hMW2ME0sJJ6TRCI2e8Az6AxDeBI2FUIxD4Gq3QHxNHz3mjaPx+EwmfvxKJhU6HRt4kS49eNbTPMy1jFYH/Wnmtjl7m3zQh4FzOlisiUIvoMshu5U97b5sFgJm81k2pJbcsi19K4U982uUbGd7DoqjL322+Z1TAXE0xjcfQQCCm6b1z387nXsbg9SqReTuSIzNRm6XZsjmu1SZWwY5r0K/UU77so5cUdJ6ashv4UIb/9ga34LASNGoHxS+2UxfglYWvh4u2VTwFd2EnJ4zOQOKy8/C9nuqN2VQNSJuTJouuq3WM95i3eGS9dTvgiIw074/wZ25j18ExB3zOpyBxOPH3rB86One3t7rw36GCsJSEOkHeXKBASgF73LFznKSnz8PJq7Bx78GgCZaFa1HZ091Ck0RiqrPDabd1rEsvaTCsA9i5zuFr0dZcvQredcJJAT+kmRpk0UBdnUxaRkQhW2lplj53DPhvj1SkJrKpzkRVwGjfAY4JjijnpTaxyiJZJZrWT7hGhE3B2i1ymUFyXujXRLQL0NTkPhPfDg3wr0beh155rgcEikUjccScDWXfhud7/p9cVQ4gMOlBCLkzzusx/OPdn4O//h/Zky9kBhUsQZKc9Bwy6E+Siu+NiCt+Y9fXLuux8n+m4OsY3wJ/kc9N0avjL4Hf+53gst31GOy3AdofeSTbfP/fWzN/BNR4GdIDx4Fj4WYMMcXr59YbK3d2RkeHhQELLwY9jOaHAi4MRd6kyARqiX8jlyRa2shlbJpXfXlVIE9YnOwzrCogpwrR3pGzUymUJRWioQuCo5HTJUKdFUqxUmyDYnk0V0o7wOZPwCJ5o2wrCoKImkqUmhEIuRcC6SVXSfTubw+6Q8p0p74tAIUNrLk9XdJhmeXi6zSPP5AqWzEBgYmIhSCvgQAwMueJDM0SZimE2KImBaYELp8+9M2NAoiIDJb9JT280mpLMjpd1splL1TRwOmPmd3E3mZSglfE5pUzLVaKbLIJJdJoPMGFO3AuR8Lb9TIsmod/wI6jOUghaKtqkuWU2FvHX0JKKHd+5hrz++39BOTW7SluZTJNA9mz10uFPi7hU6Gn3IjksRcZ/9rmO2f8xrR54j7rwJp7BpCT/arzhpEowRzbZfNj7mM2xblv3Gm17ei00ez4ehhTqqEXz45I6fUJ/TBUJE5IUL27f3EKj8pUvXbt29exXPem+k6ej3n9zD0jZOgJ0JvRfNCszahS0/cRQflOJNOD57PowG/IO9K49q6syjh+Tw/ggQDiSyG5aYBYTBRJA1IotsQl2QRQEtRgyKWMAM2kTELY4WRWUTwYBgDUYQFauItFir4lK1dRYd1451aavVqW06be10Zn5fFvLeI4lOp51p5+Se0wN5ffl4ILzvvvvd7979U/8QN2fM+1jlpk06xX3RopSUCROmY6ERDmvHw1P4fqvmboUV/+8YOzYmJkmvth91E8KtEtVzDKUqYkvihf0U8Lln22aPjUkqSxPHHwK93XsUFfT2jPgq+BzNXLlJssVdRg8JjXbwYHf3sKN9VA0UrRZOM9yeZ0dKKIzFqbh5ITem2YYjwmlCkbx+aV6S8TUS8dsOrmfhRb7MALGNjBDmDOYZN2kS0WVgojPp5Ym7L2kwRNwbYsjnWWHFTwnBNHk/RX1B+6dlErGxixfXEBoN8PAePenvz2/fhnjql8beWSvAO7sHFPdFHfUJY2bs2/LNra+/rfJcOdrVdqJWNJ8/PyRuEsjmOmz7+7dXv/z+7/pX78YhLV4LO73qnTt23UFJozlXid38NXwY4NG39HNbPKYeXlbtnLUWtHekv8PK//szDnt47Nt39er3LMNwZHiPji58dOvL56ddljknrO1YtGhR+IT9Z1an7Mo5PilO57qJHHBLVrca3zJ6dEhIUJCHx+pl9RNOREREgA+C2JxKhoJdy0QCNDTNxR+yWCjqFMzXa+2lwjA/P8se8nk8drxYK+K7+XJYjVQLCysAsMyjeBpE6Hx9wyAKJtbCrmQUsksFpV2XM9/AoLBaX9TqmhtcoY2nQfb0NN86IQTBk5LSiYjk5bKrWGpDcyqFwmL5+VneIYBaU9OZSXpTegPjOqS5N1JFlq5LRH3DT0LjQJK7zjYP679Jf3vyW+yr3XNJln5ijrsRnui3mnwQEXcMI7JsW9tVLmtHEPfRnjnwJFlPOtN25KDRPrtBxCdm3eSARO6sF8izqSXxtKSvn97E7uE97SNzZa7di8KM6e+lX97GPpiwRD9giH81tsLrQ09dJtJCr1BYDbgPKe7HwcpfOeawzuOOYf7+Hh4r4Pn7Qxf0PGvV3K2w4v8efn6GKC60Fitnq4XFNn8RirhK3hBMMrqSQoPejvi2gBfjVuzL0uvtTsGFsLsozDgcg4HqHQ1TjJKXB4MZaTmKmu6n4EMlDjGbbJpxC6YoU+Yok9AgiWLhiSnuRVCfSOxNNSWSa6DQ5EcT9zSSfI+IO0HHs8KKnwGoP1VsyUAA8Xck25gRArsg4CL/Fk54dbqvsEfZ7eGB5fRou9m2Yl+OfjErRGtTd3R8m74LjOoGnLn76V+f6D/fTEcJNFoYc1sYbmImyepCQKobQ/+XusAzxPFtl9POWQ763nbU4h4Y+Ondv/0NHwNDRq32Cuc70l02BS7Spt4sh1r4TR6nPHWed5Fvm5C4T12LVz0ve2RBx/x288RdMEpBlceowiigoDerJY2Fomkj/No6gJecWhiTqm7Wau3i9L6qkrFjzUn4mQGH+I0xrUNhnLq865zmIVrMG/yeaWaE+UjB2B6INpeo1draT45aHRNTwu4ZO2+UKeI+OzI7VsSvapQMMbWyuSwMstMbu/kDY2OJLkEDAgJ6RCVVF1Jr1Cj6nAOmefVQaowfZNPnTjP1jCKYFkvlV/mlSobUYWHgfxdyIJyeRuvu5vPHjjW1QyB7mgZ09jcaB2k1YEkHOzso+s3qIVpqox8Y0numKUnXBZb52FgqtaoqJoZGg3iaJCb8l5TUzKwZAo29saLqD2f+iIWGHyctNPxExD38tIEk6+Bttw3bMb6ddKbtLNigMXkyftll5eRwEPHRPlIjtm3ajSXQ0f5R9HPLFVGrUs8EYu88/JzROxxZqc2VwWvwN24/hu2phnrV/INPH5wM/bZ7IBatk0wM2bIoYlb4jH2r0NOA5+mNWEHCFHDGJKYcjjjx1gRHx6lTkebu7Lxq1eozJ+0Ds7brNfc58y32g1lhhRW/Wnjr1HZdwi8yK9YMqdV1jOuc+CrNtJh0iq9MXTU201Y5rLfPBhtuT2qzW1e6Tm+3jYxNr3Fb1zhsB6dS0yCpwTh/VTS22Qzh5DcNX3Ywg0Ydfu0aWQL29VacwhgpYts0pBJq1dnsYtxuVwQRP8NGXYW3kgoCakfY0jWUrrQuwhEtcb/QTZyfrMTdil8Oirpr0uosmWVSU9vSCkWmGOKVkCMpiWs7zTD0ERivBVLcX+tsn5B4xiXlMv140PG3nz/865NlYEefOrUauWcBWQn1a43ouPbVd3/Uf75dSyO0WKZ7z9Rz9L9+9uTJqSWOq+JCPOdPNOG4kQPXlWg/G203cX7IqiVvz6VvmfrmsjHOG9c6dACuXfvk98uWeXgcyVmyKno+F7R/IlJhw2ghiPc+q7blbIGk+UsTYHveoq0Tpiyb4bHl7aC4JXl5DNmIL2u7wG7hpPM5b86AmA5zxF3Ju0DLA7G31C2MxQ+2FMEu4Iloaq2THGntVZZ7VIuCU1llunAaSm0836KD3JWb7dfIFOuInlAYH29Z1XbiBrPjWUJtFAyKp0lli7R+RrMIDm6MD4PN/rr9TMwXtqdmU9nQnUrRXk8+o4ypelGr61joTa1lXtcuLYCNn8IEUzrfQueWd3APm02jCYUGAQmZ5vtobGqs/rqOm8hx/8mI+1tjyAOvMjWsFzxZ+pAy0tEjMjHwXSfh++OOoJCavU+eM8N0WyAQyLkyH3/0DLt918jkb1x7jD38S7q+6WSOczg8lm7VDor89687r/b/nf2ewMDAdmyWo6OdXSDs0bW3t7Nb4xMBjrfVes19l6OZFSsrrLDiVw4BXm1HUjSfCruH3FjxSphqoLHDLVU7d6F0aIPe7s2tYqxzC9Pfh2dzB6AUNc84a6FEGbw/VQXyfQVuXmDTGDZM3BqxN7eFJJQjyzxpE2j8iBR3PmTLE3tTA4KhxYkUBKOhNDE4hCNa4k62CFuJuxW/HHhz5W79LMKDKxEj158MWOi/3324i+XFAIcMAGntJ7w2e1z0meOYQ09x2XS24+lNoA4/Gh0Of3x68/bZw2+6HPFfMqI5FYENhUPE/CcEb89oxyCXGYGBhnQ7d/cJgTNcghwn25GJu5zJcDM+o0/2CfKYEajbjTve3ct5DP2yWEbeJWME0HfTxD1AeWigZVCcRCm7fp2pbqkINilAo6KsgFxR4RuDtCRhWV4dxKm0NCpETma477yAsSJ2yQVJs6yprKkuqbk2tYKvMVdxmpkNA7NbYlTrOZyuPLgKJjS68qeZsdSA51wDnvMWCQu09uuUOlmzqu9CRWEwz8nkGkFmZm7uwEBFhUTS3CyTNTWhIJj0vsYKlEw/8g3egnlFuaJDhSXd0IUqBuG8CfaFMtf30eR+/AFicoAOgszYXJGisPCNbkm6mgl2diHnulAMCeupcjZfoZlGfgiKDFDm5opEyDQvobFY69dDEHwGysBhMiWpjXI2uyc2W39dpgqY/k3iHh2yG46Sifuc8nbM6ws8z0Z4d3kUFk42PXV0YNikSUTivn9WFLZrJf7Ywi31WEf1KdwR7qRdmP3aQH0qUF1vb0PDDYix/AgXGnn16jPs5m0jcf/o9jPskyePWIMVfBFPsNDjEhB3r/enHp/zyish5907w52XHE/8IrD+/lKscvNmO7t9+zo67O39/ddEvz8lwj1h/2twVcunZ824GG21y1hhxf8ZvJ2KcksqVKri4vz80lLUvpwh7KO1pve2CcPk/J6ixtS6ZA6zBOau7KIYVUabLL0QzQfevKradWVh8fr7cDb7QvG69UOGWSszE2UwGxWieQGcsi4Gf3hemO0dIy5LS9cuAurf0QPBi4Tk6kxJbb5vsAZ3xLa2tjhfQdj7VHWhyyY1Fq9bZYtUNnktxNCXnqamLn2ViwE/nrg7aeRW4m7Fz47ZTmxKU8YQoYadgGnTKL3NTENNggEC7sKgP1S/VfBSWTI7gK0vh8bG6dP37j0AIZC7O7I2vjn1MJSkQuh64Nbff3fzq5N/XLQ1vF1bfho4ZeP7eFzKar/9dO2Es8OvtWcBOpDjfNGE+t9/cPPm2oTAhMTq0zNSyrfQc+YeD1o1Z2FcyMxXX0Fk4pAkrLR5RI+R68TJIWv85+7bt3p1e/vNmxER773n4BCYsHrGri3+xy9OCom2M1a6pZeVNmYaGJPdzLgl5/dNPfPFTodF0LEa3p549smTq59PiltpUnQUCKBxxxRx57ObhXAnBGtfo8W6UwHvUHyNNoC9WKjysxhNgzzbEtDakYRPgXAajcXodadgany6LnjdV8pKN79BV4dYaiNNprfMg6wNyTcvUNrj44VC3epqHiUdRBpLOvsoCKe5oM+Zz3dbLGymxVAtxtjngpBfw2yCFGGUJ8ygqGlyyHM3v7QwCtLcLxgt86jRFSXNG6pO8fgJiLtOHicT9zh6AtbpQGpJtZ0DHaVbPfHbnQEovcXRkfhPvcxhBbbZZyXuyHxHZywicB/uCHLejHcPR5/xYmGPAIvBQLkyN3ClTHfuXMMePzB2Ml39+Bp27fbHsFpBYVXxYj3LgbgfgM3jUxzjbNcEhmO7fdbYRYPervWVoa0gHh729g4O0XZzHGeB1r4VrgphBp3YLGWFFVb82oHWY2N0q3dubkh1lzIGggdpbvCxAhIh+H5lbv0MuXZf1iFQtxnMKq3eHknQ23Uu8mTjwqkuUcb4VUTUYzZMXBQkcrgzCA733HjYmkrFG2JNZMpQKMWkFPcWSJcncu1pVCbEcRAXlVHkNM59j/DjifuIrAorrPhZkAuNAWWWWJKElYwrJtZhoudhB3xOukUsh35T3a42pGoHBm7X5sjpEOrVEf7p7c8ennHZRd+mNa/HeRIJcCSvymYxzfhXLDC43D08kO090dlh681rz54hKV+HAvf7DlOcV7tA4ZK2X36aNjrHggGku/vq1efPA6ExVRcEcwJk9F30OE8Db0K3JFow2V79CtjllxnM8ve++vqwj6EdZySIxF0g0GjYJems63UMhkxMaxkINkc4M4s0AyWD6c2cri7Q2lWgtQeb09oDlCJFSUVfepjsOhLP1aktbIXSyXQ4jZOySEQteUPS2hzWVNfVJA6rTa8oMWeRcRIU5R4aYFcMpqvEnKa6Oo5YVQuytsK00u6aGZCrGeAjpZ3JFEJ0PFLaJakl7NxYU5Z5Qea0XGgoLZEPtqqaw0A1r8uAbtLaFkiONwT+Ek4XKJU9Ij4fdHbJemazWAzvSBKvV7em+rEPBfNGLC0gnT1YMQBCfiPkuaMGVHEdBfLcmX19clDZY2Pnmeh0/dmI+4a5+00Q90mds7Dda4i1TLZZWRiWk0PUsA/Xr9AnNxowMaQaO/DWVNwRV4FjwYoCLxDwXecFBPdUVPT1cThRUbe/SkszxLjduXPz2ePHwyZ3yJ25GXUPepzyS/sz1IMXWh6d3Dv9xCbnKfvf9Jiz5M1LWOflHMHKfSnb31o+vqDgIiTlLFkCBccRu04FObZ3rJgeGqGrOmhPfNuquVthxf8NvAWZokPyFlVzcUN+flqam1tyclcXK13e2JzU21uTfmhasKZPVdevSh+YF6nV2ylgZhFpZ4XYwtZkaYZEr7eP0lRJy7pkxoXTlpb8/Au4SHa/mOJ8SYnR4R6rSCqVsfCyuEhFKQ2LxU3B3tPKysj+Fqm0rZ+4HU/CZDRUEY7kQjz89UKCUG+rSIZUYsKRlybukvxkEnG3deLbHFX3kc6zwoqfGkp+fFqvhPjrTUBJd5vbG4VG9Q+CVuJOlSdE/GOYKr8AUcCH7e0LCmbNcnd/7/79+9vb31sUDnWpWRud3z/95ubNm558/vm3OUFzfEIQZk4kzv/e8/htUrEECpT1r7VnAZYs8QecO5ey+eFnn3668f39U+p3bt/esagj3MFh+876BOfq1TPK6UfmHvndo1t/+3vjK2ZduArFnTuPHu3bd3r1Fxt3br+/qKPDYeelxKnlp+aumrMmeiJXM8CxYRWS97/ahfj456Qc3jhle0fna/futddPTTlyfs6cmdpweBKIxJ3Ho9GkkIeb7FtLs2z4HusnEZYBuUqjvFBr57PVTOQkL3WTMeUWJXz4J4eS02atYb5YGBbfSCyNIyOb90Y8U9ivHToPZPwXhq7Hp4IYAkq7mxuyzFMtKu1KcMynMym+SJhHlnkJ5MxbCIHh8djsdH1z6lEo2huC3lSNhRweFLUiYSYx1sH5qM+VQ5O8KGf+ZyTuSCAfSdzj4OFvkSMpOtLFBcNcXIi/sSnOs7BEkq49FRJKzxCOoCiYA3gBfwF33Li9eyn6tlmEu7A99aOrw8zd5saDx8tv6F8WM75p/wCy3P09xtiHOh/2OQe5MlkwChec7hAe5eKChvTwgPol9/OOuyBbxgjytVlhhRW/XkTyNKz1ur1Gbm4UZGV3i49XcsVwJ1nPmgxKHopeR7kyaGZG4lbTcNFpFcxadX6GnXMoJ70tHmdQ1yXKGF+HgVTOx0mDyOGeTkhBKwGLPD5BZvbITBlbWxubDFKK+9CI3lQqjUKS7uGYTcOPJe6p0PhNIu4wHCE+xworfiZoKHm+Fn7TBNxeQq8B1+48UJt/E+PGeXk5OOjCzdvBS36OHuQ4EzJlgNT+hk0rs7lggX7FMmVuHEu0NQySb3psr3hedNzmv8/l9JgEhz/rK0/hicHda234R589eaSPzTMJN7dmJvq4wC7If7PLTv3q/x73BOcU+iTPidxmqHU2bnHHw9tuvv/lrMAHD+D8HfYnnZ39/U0kSxqJe0CAQjE4mJRUVlZ3nVVbwjYYq8kYnRmrKKyQqMR1eV0UsSq127zWnpmpAK29lpVxncGoA639gpxqTsL3HlWUq+BXxLPUScK8uusy8NY38qnzzND8AFC32SUtg+pmMLU3gedcLQEZP9akZR6Z1DUDhRVvSPqam5HSLhSq1cgyH2tGaYcLARk/RlIDurkM7OZCrWWerdDMG3ntrjrDfEnJ4CCLBVHr4ro6mVCl7kuF7k+wzJN/LqNBxtfp7DHpLMiMAcv8dQ4I+TWpF9iFCkhzH/EFCJh7+APs/hRH0lGLxH0l3sCihTni7r71HOloXPtu7IOgd4kHy8sx7PBh4qhbPjyAXdpF/C0un7ViuvNK/JPuhsAObNYkFMyuh5PT0qWVlSz4QaDc5cW+pfkf3XiA3TBK7jZ3bz6Iuq0n8keTv3z4KbZ7c/mRy4kbN55NWVb5ToTDzCu23gvfTcwqKEhI2ADrSkuWuLvvKaiesfkPi0JhNU2P8MScOOsWVSus+PUjMiB2gD0oyaCUHgQjpe+6dVLpunVMplzeLYe2keuNFdlckYKV9Jfe1pZcWNbV6e1Dcl1i+jRFK0xvQwpd+0pkADVJ1ibjHzIMrdEkJ8tkTsOziLKIIm2iKJyM80Rjc1laDM7hHhnQWNwvw9tPBLHAtvvwPaows9rYMAkp7ra2zdKuJrwxHlh1K8UmCS/do2M2aWE1hCO2VVUvR9xj1jGsxN2K/xGUfczkDI3ZmO/RTkzY6qjRV+pfmTn31IcJL50lA9hRUDBu3DvvuLsjH/nW8P0by/fN9V81Jy5kpUA35EBL2Z3m7pBXTGEysJKAeHVpk8ZC4mO6SppcGLByYnRI3MIl/jlHdqUcXr3p/azA+p3hi3aDAP/JV08/+euMFPqR49sc4eu+snI0iS0zGNevo48CQdzC4/7lKdXv1+/c2rHova3b9yceLv/dka+v/unbbq6plhlXwcqF7275w6efPv2g435naHh4dfWWLY6O0dHGjFqAkbhTqUwmIkgZwgpCcBUZAcGN2rrTUl9OfInlstPgYKZWaz8KsZgVFrV2b64Gwtevu5VqS05rLYUJIfDZNK1hHizh4CEvtJh6E8kb6zeoD4OB3JsXhdMog6vi1VoZH/WTMmndVI0Fy7w2Y94QAyNlqFmNfiJCegARASDj9zFlesN8MiWJdoE9YDllHo8jY/6MtZM6Sl9A3H3IJalmifssry2ko8hHvtSfGBJpS6dj2JgxROI+1yMUC3QhfiW6QycWSOgDm+9yFiugE2IjUdEpiqgRUVNpYgj4ufrxPcL21KsfXcNu3h12vd+6i1V+95xNtZsU6GBf4L4H26u9Ole7EJR14+GBhgyEmFO4QjCqGR6QEchXZ4UVVvwaMYpaIWzS3w9KhTLU70GhoPXONtDd5TBzCbgS6B4Rs3TkXKe3G6YTNpOB09tRzEoa08huueREGVSh2AcBNUbU+nZR8EYZ1BPZFY8/Mo/dSM6UQSL5oB9xEqFAD/kA4QgfClm1Gh0OVLDikkzp6Bpfhrh3Q7Whlbhb8b9BJK/ErRfnIh8BPvsY/BrrlNB3/bcPq9kvh+VeXl99de0a+jQwcBf9yojUlug5j2598/XfDd51Aub4RGtd7v2WWoRL/KSEumQdJvtMguh16E1yQE3uCCu83grc6OLhuFDXnGQEk+nmRjzi43jOwzmw0x4JigXuT59+9vn3JO89HkrfdX955JHiAFkgum+TTvf0xPnLdcQdIs17YmJkssWL8/JqWwcUZqin6yhlrogtr5XltfV2UcJaSxQBZlYbnJyKikQiuVwma2uT9nJkklSqwozW7ioI4EGGjByM6nX90q66MFVqo4Jo9RtGZGQmtJYqqIMSVXMTg9GbV7d+KKZbVGSSWbtGZmZDwAu1Qp5eI7veK2UwKJxWSUlJkcm229FO2UoUB1Mi72OFCbt6exl5lLCh1G7+WJ5gxI/D1XXUKB5Po6Hy5XIWSyjs6oLBKUxVTEshP7aI/FvkGinIVBblakRUtlzCWh8my+hCo8vEQ63dVYqeAMvuIRzoiaHYhNWQBUSAReK+kHy2lrhv064oGTFzUiJWEIrfS4oQcqkdO3GEGNBum5MD1pNEXQ+SAdvORWA7xxA9NUfqQ7H6OXgVfqZHNVZQTng6+PBDDAsK4kJX2RvdtFah7E/ffLX82s1bBw2ud9ieuuPaDUNi5J07Hz2+99Vff7hQePx5Vsd7iLiX74JRXLnRly5FRVVXx8WNHj1jxp6oHdjGxISEcfBx+XjdDpO1Z8+HEK/ZCius+FXBNTKAJ+LHtP6Fge4GxcVgAKd0wZ16aEihkEjWJTdl8BWRrj1UFYchTW9BnvJ5sfL0srTmVJ20llkUwylb3MzXGRJdI3kttUelkjcMwzspmcziYsWwZuTq2kJrONhSYtSmBAGqtLowvKikrFLZ1FXhC1Cz5RKbYwqCNoRK3hvZeK492qnOJq+ZqE6xVWX56wlHXMGU/tMS9/yjVuJuxX8B3gF8Rh1TYqYLHyBS9DfENypdBdyQuC2b7+8x7i19AcaPr6wcXxka+vq1a3vd3bdura6mn1qzxnP+mjiEOfo+1FNbnnz08AmUmJrAvnNHVi3x//7jz7//3mchetOaNag3dfJkOzujS26AX3aQVkWWVFdGb4gLooP6vmxj+Hv3roV2di59K3xn4Nlqj8vblly8iAYyuFpqa0tLMzPxzDE6btvclMNZ9Q67l4YuXfr0u08/+Ton6GJcNDjwZ4/0figZZWVlc08t2xQefuLE6687OMyYkZNzcaHnTH0ovJa4C/xiGHAzdHOj0XgWWkmduIXxYWD6PuiWx2y0kEcOCA5msZAM7abV2i0J+JFckV+61i6PnOQtwSZZtQE8XoWfLvEmzTcJDPM80s5kPLy5sewYZpLWMN8A2naqsdTaFIqC/cAw76s3zLNoVRb6XGdzA6h8WrouCAYZ5lEMjNmzoSj2ECTMh2l7Uw+C9TCM1sI+ZHmtwjRSYNv1SO3YInF3JBtrtMTdgxRubue5DI7i95IiIIm800WrYxvh6IhhDg5XCMd8IBye7L0PGvMWFq6vYNIBha9PD0zEn0SW74uCJ+wd9/hzfVks4uq3lz9+cHf41dXbkDNz9RbExNb+sBmIe5Q2pgYlqHqiPeYODp6ednZLIdm10v41aFOLAk+Z4Y4Q7oy/FiussOLXBW9ukR9NeztHKBWKwecOQBI5i4UCwnpg7hJwOZDnle6n2woqZ7bh9HakaVOGk9IFIAqmMZjDRldvaFAlJMoIuHngX8dPc0i+1xWxDh/Rtqbi57dYZhK57BRx7UOEebUouAwsrsTYjW5KPykb2ilY/tMSdwVsprISdyv+G1C+KFkmDErhB7ghPol6+/fLIcq90+sD95Po03v3Tj/y9HR0PA4echdwkSP8G0OhQEkvyGt0WBu4H2XJ0OmOjnh/QhgwTPNeGgEv9dY3337rUh24E7buIYx3D4WBUgx7AtHTOtsk853pk+OxKTB0OvLm27vvHOPhH0eW6wHzoMEIZVO52tnR6c7OuggdFFe/Rqe7a4m7KL2GwZBKZbLu7gC974iMyFFKsLZLajjSfmmTTJ1aWGSGeEZGKpVIaw8LA0W8V6bV2k0L+KCIgw6tKGxJZ3LK2qR5HFV6S2GRmecBJycerwdlkaQjEb+sKymsNbVQka23NBHh7cQFORxEfAlLLCtj9JbVyZC2PdbkP4O3VsQXKSrkraC05zEYXRRZTWtLN3WsCQcLXHJAUWwPZMxDVex6DkUq7eqSyVpbu7vHmvgVHe00D77BYFFhRbyklimWNUmRzt48JOkGw7y5tQpL+EmIezsI0WTivuDKajjXFHF3P1xOPLhwIYbdv/8q4Vh03G6s8/5xwrFVU6HTaR+ezHPjzkVVOuzHn7RtG4Zt3GiMo1EWXfrgneVPoJeMIV2c1nA0/87tZw8e37hjcL1fvXETu/bR1VJfcdj3jz75497X99yPjp4929b7ypVFUCx1//7cuSEhO8MrsZOdJ5auGBeFnQw98LrO6+414YhVc7fCil8lXCO5RRp+Vfr6NJT6m9/Q0MbgyMSctjYOh8/v6RGLFy9WDfECnJwU/LJ+RlcjH61iKmNbOW3DersgQC7uSmvuNsg3AYWDbuvC+gQGm6l3VXx+fnq68WvycnvTmjj45dBCGuNgLR8XD+PK5zDSaggrshoZpZhUdjo0dPBgD2FezVUwbMJiiPORPE+aTNzTKuhptFmX2kg4piuIEhFnVNPEva5OV+5ohCh5XZ2YdMwKK34OzCuRNJQ1sl3NKqvpamnyhUk55+q9Xs4msyMqCmpSK/ecDO10P/n66wUF16492Xgkx8Nj8+b3z56p3g4UvD5haWcnzPwojN3rg9/eu/bVH3eHD/elhqPDw1h6YNaDe+Hh9fUOa+sTqqvPnp0xw8Pj3Dkk1yMZPnq+bHHedcUC0+GHwEcDWg4u5nxL33f4dOJGGHppaITXbtDez3hsgQEWRkejvShyuSmXyZXoJXPLD+9f+929va//NsJhSvXmc9sc4zbMfIWwWXbekKpUCtttXLncoKCUlPr6pUsPHPhg6ZnqU6C7A/3SEncpNIEy/Mh/+gTEUiWgXiDb95CfpRhzb15uPE2ntTOZlgPY5/H40HTaj+RzhvjFdnkaDa0KIGVFEi+CpF7zCAgupKkpaOAGBoX1A5tqafuwUivi65R2ipAWb6kmdjZ3GqTeMHVRML79TBUEwVgwzBdp7fK6otg0hpCV+oLcmxfiJyHu9SBEk4k7CoExTdwPjCEdtbNDQUykcHeQ8afbHyEcCfHPwkKdiftd50DP2Qf4A2gwd3f8YLvGHIDg9Q08vl866pyF7argcv/Y4Hq/Ay73x9du6yS3P/X/9SFWOcbFbgF6I8qTQT1qHh5BkOLeDtmuyOse6jUFEm90sGruVljx64SAV8iS6Tq00W2dwomXQM/HUeYQlxscjOYFGg2JVrnB/aDB++lnh1SC3j4W2lMZw+kywMIZ/W4U3AJvNkNKTJSJgVB4orZdCwo83hcbOaI1FanaaUIV4QikuBOFe9SbKiX1psKX8yXvJkUe/BFG3JHyvTni3sQgRz9qKHXkoEorrPiZgJJlxOapl5LXVvrw4TvmePoIRMGuNnet1h7lHuHsHJjw1XfG/3kC8mUcHMYg5Vxbd+rouCToa3C5n/eZPPwFXyE43c+feX7j7vPnY86gN6ItckZ0wJHTU58///zqDwu13MIk+JSy4TgpO8dtHpudN3qd0A3g5TVmjP/bsCOdaZ5LKoOv3/r8eSDsBESY5XDJI4ewIxD1L+MKJmxt/f3HjPmjNkLnhBfk/2mJex6jS6XiE0vbhuHqCpHjojdiVEm9i3vzxEMtfDNuFjgxQNNTIa9p7u1F8n1qqtEvSD5VEBDbU1gxWBPG6Wpj5MlUNPN2+czM2Fgk4atUTU1SaV5dzVBFSawZVzvY5WODFeAkV4kzyqS9IOIPtXQrNMOqCv5cCIThgXiOEuZlsrLesi4O0uVLekwNPay0V0lamWGUpt7evKYwZmoMf8CUYd5pVDYvV6MAcz2yy9eB/z2PkqRqbangj/0xOrsRPwlx339gvBni/ibJaoVM6ScTTxNP5HJREBNqIcBjQmXlODphY7XnKvDZJBB9Nhc7O8edwM+NXG5BwZ49IVzjc21OeSh2pnxDgIjfmMpSceq+efgddvMjw/ZU5HJ/du+2VoAvbUv+68Md70xJXLJkMvx1zp1bWWlvv3v36tW/o7sXhIdf2vTeUvuoA6EJzluXvh61HB7Wd084t3CmCTeZFVZY8cuF66iAXEWFRNyF+lFt8g82SMuSmmuYvW2MptTG2Fg/v97erq7u7kjbzIAq+bq0poxC7S1cGVtD0NvZ6Zy0pFRDgoxTbAws8jKNC7w8RZtvXp5g+P7sHZmuKm7gjzXeLzLB4d5Lwe8ozYyV2EjT8czaO7OwtFjVijsCYACIKe7sljYbWg9xVr+QxuAQwmi0xF1aRcye0RJ3onxvjrh3teGWD7QA4t5WRzpmhRU/D2LV4mQOsUEYD82GLz/75JOXVNvHLwfivmLPngN7CgpeP+AeMWFCePgHT589eO21RYuQpn42ccyyZct20RGWQMVpXNzCSd9+87f+HzYYV9knal3wBqz6/tFnD795vssD3ledmIgk+d27Fy06cSK0s33ndodNmxIefnLX5XLQqkkL49ZEz391oh0pAmYgLCNNrTfxc+Muzj2VMjXxi3CQ9Ts7d+/Oytq8+ePPvv56YcjMyXpTOgkBRcI73/ztzLL94WB5P3DircBql3NzLy6M9pyoo2YCttwmeQBnwJ4zZ9euS1lbd4eC7g60Skvcay3ZvwXcqngOqMbFvs20AQuK8WyosmvR2r5LhULL8r0Td8AvTFt1CibDeL5FGdqJXcFkGiR8P79sC652ZJenaRNv8t36hTUQvG5BxOdy2ZAv3w+h9UjEH6INWBDxkV2+EdpTkdJeqhXxCy0lzIuoMbQkuJei5lSdXf6lc2Ms4ych7qjm1DRxn0GyWiFTui4rnQA0LJm4J3qtwMo98W8fbTcDq3RfTThrDdScniS2gQUGwlZZyJUx4IonWOMD1+hfoV0VG7FnX32kJ+46l/u9qwYF/haEne6YdSJH69Lx8rK3p9Pd3cMd6kFtvwxNCh2wuDDB+Xf+9fYn4WF9HObutc/OVACTFVZY8UtFNrVFuwdKh4O+FL9G2hCseJbBrCWIj0e9qbp1TxQCI2WI9P0jqZAtY15vR+Z0Bi68jAtDHsOvECt5UrcmCv7GzR/hcBeNaE2dx5bYFJNF8pHSWwsr2aaFVB5Og+sjiveIuKNvkngaEHdyAaBp4t4/IqQGNFCy/94KK34moGSZfhbN3P8+T39tnLGb1DLGo/1s0OO+w35PYIJzls7jPmHCjRuPvia3uBuBOhcumOeWv9FQmnyb8Ed8fBwd6fTNEEi33SH0t4bNcaFe7YhU+88hVMODn8JPNaJ3wdVusmOQi4uDg86S/uDBfuct9BB8GAwOtb55wirgSXHQTJPgXgDnV7rfH/Omv84X4M07ZKrneIPPYdDd2/XE/YLIjPvF2xtyyjUtfRltycd6m2pjFErTPyWUm5KtEQ3S6roaGnylKlWJmaQdV1cnp4CAIk3FYBIjueFYcpmsVn7IzKDga8/MVMbKY8LCpNJjxxiM2tqSEtOudhhWkBnA07AHa8OakpPT1jGuq/pKqEqTxD0yksvNztZoQMQPK5Mmpy1enBRGizmUa+oq0DcWkM3TDMhT1eK8smPJvlKZWHKBT1WO4OLoW8vMzM6GaLKq1HRxRltxcnI/Q6yixRSKXjo3xjJ+RuK+GZzvp0kFY2aI+3j4lQ4h/bDO3C/A/hCNX1caveBwVOWBDwket5CNCdjJOYScm40bMez8HCObnviqw/L32n30wvhowT+7n09/5+ZnxUdLdUkzV8E6gyPu9+5hO/ZG7KK/+iqX295eWblr19at29vb26djKb/bti3hxLjx4VO2zN0fEfraa6+Nww78eWrIRPOuOyussOKXBLj9zlP2VEkyerV/7vn5pQ3JZZT4VBazobhJCIFcRX19aWl5ebmwpJyZ2TjoW3qd06NExD0zs1UsbZDV6pyMrpGHBjn5dbWGRWVvJ764yS2PP0yKveexmKW++EXn3GDpUaEYf5eviO/KrynBk+ZDEnG+TISn8tkVNJtiokgeGWljo1YTZ4B49br8RgF+Pnf17rMpUxGJ+zz+oJW4W/FrhbeycJ10fa2xFsGI0aOvXNlS/trjlyHuO3ZAONyBvdj4vQXjpxccaN85pT60cy8kypw9+/HHX399cY454s6PacqX9BCXuvCITZIl5+GvbsOGSZPOn9/lMWP1pSyH8IjOd549eGBvv/StnfWJH5ZfnrvNZ/7MK69MXGnHFXgDiVCWqPPJTceuCyZOcvTwyMpauvTkSXv7Z8/qszaXL3l3/syJE7lc2ItHQLo0L+MN19ELNiw5N/VM+KLX9qzYE/rB+9WXz898FaLm7aYp8o+lk7eX20Zv8JjaHp5Abk4loyi4FXQLG8icvcC2lCIziloFVVRHwSrfFC+35CgXcAv91gtR6nkyo+YltHYxGtTXl8V6kV2eHc/UprYgL3kj6TmIBCrVYJdHweuFFvtTp1GR0o5i11HmjUW7PJfLh+7ULgYimG0MMTPGb6yF6q4fhZ+RuHu422POpCYwM8TdwQHDckjPuYcD3bHTjsZdpgge8BS5kSDiT6aXY/bEmBqUK3OWEAuf6FWJ5eDE+5zACOyLRpZ2z4Le5X7bkDNz5+rH2I4HDx4/fvr0hx98fFDcqZ3d1DFQpAq5Mhc9PT03wTdb7RHkkwXud7RJdZZVc7fCil8JIrlUiDErNojtsJDKiJdTGyFZBmlRrtwiYQYKgtGZ7ySso9BBUqRfkUV6e028wSIaS2XCzGDc5onUMimrZfg1SpQpJVrTa5lHSV7yMJLDHdnSia2pKFOGY+NLnCNQirsfKcV9iNJPGiogWI1LvNEB9bpaibsVv1oE+KWTOw102OCT4PCyAZDL7dFmNdjApjWjIxf59MCNdDqKXWSx3NwsxSCi1gXzWfJAWkeujuFR8+jLW18f/hBaU3Xh64g+THBe5kJ3DNHSmgo38hoZDj4+j07fvDlrFjKlH3DPct5Hj/MkcqYKCLlK5xrY5wLPdz0+hKp6ZOZ3D0ykn7fTMMrMZUCBGd48cXdyys4+VFgr7neDOjmVHL+ZHgfQmbngga9qDJMlJyevk4nlVUafIBFIa8/VdA8yZW2gtefJaOa0dldvJyRz54LWngSD+jY1SSTmHPiRSBJXBisa+8TXpcVIwldJKggiyDB0ar9SWVWVnl5WVlzs65sha5UMiEwRd7gELozLU1SlqsR5vaC0M2RMUNoVI785g9Ku0bwhZ6kpecnHfH3rZOpaeYlG+Usl7uUjiPu+0BUjiPuCOfuw6R2BpDNtt2/HsCMk4j51fye2Ooi4ZXVfxB5s/2S8Cj8xZxdmvzoFf9L58xiWlYgn7h86VGLn1hiP+H/hhWX5Q5pmWgOo7kDclz++ecNI3KOiHjx4du/p0++/X7Jk+vT29smT902NeD0qalzl8YWvvvpm1oFxG988P+dS6MlK9Ce0FzT3yVafuxVW/MLh6i3I5Gmq+mTJxfkAndouzUu9UBW/TprMiOmOdNJQOXXFxSqVQIC2V9WuT3ZrVvG0K7JIb+8tbpXrGK6rd09JWH4/x5DY7uo99gKztEtinHS9B7rzj67HWdMjI8Gg6yZSGu8UTk7i5DYGXkt3jRxMbusl+tk1Yk5pP3GOKISUyaoq4kygzmO0EUl6do/KJmOQ6GfXEncFPiQekJ7+HxD3jCYrcbfiv4bMEkmpr7yCuMbt6jpx4pJtEzpelrhHVY5DO9TG23d0dOy+v3Tv3tcivth06tTMmXZ2avXBgz7/fPXKzJkoiH0kvv1y8d9+0H4284oOk0Ewt7NbwOUKBIJMBbvUN94s87a1/eHbL2+tdtk8dVNW+NJQ9wOv710R2jFhY+Ky8hzHNSEzr0xuBEN2izkusWHDH/5w+8Z337m/tndvJwRFHi7f9m70lZUrucMOuZLWOpvabMO9gvvqQvrmrHr3k3sLTnbu3F++Zc27/f1lMm+TiYyGVBmTKPGTQSJuqVsYS2FBORbw+DQ1SCAHfctYfZaM37Dfnq0WIvWkDbT2QxaGnA15vYPadrx8RherFb+zdiTGUuNZddrcljJhusXUFm9erF+LkOMG3nNfX2SXJzTIkqAMltN0Er6bbx0rlS0y356KzPIsllHCr2Jb8uH/R/jJiPtmf3IyIio6JRN3bztIa8Q6SWdq604v+xNdNXSX90Zc2dvO4dh2f7wxZrTnu5CdOgF/EsqVOUDIlQmiR4BIbjTCo1bXRc5vg9U1Rqu6X719c8e9W4aAyFvX7mGPr169cWP58rt3IWUG84cru+h4H7Zfdzig60mBVJn2MaccJ+jvA7O8Uiz0lVlhhRW/BBgKumGjkG8yNGrnuzXRGnkDMC80UNQw0URSqyBAZrFuMxWXK4R2j/UsgyEF6e2GLHd0Mw9z82XED4tbmcGp0KaBX4VGiTK9eKGcSj2GGw4BBcEQHe7TQMYntqaiTJnF5EwZlDFPlgUpNn8h9aaiwZiklWJE3OvIS7yoKvbHEncTGfNWWPEzIhcIF+EPC834zoRS8xdjhdduJLbDZ+Md6uk5ntEoFQbiY6ZuOnPt2nffhTuEasNWTEJvxpmlHQICI52r4Y0p9BwYYaHdfLLLnYhsXh6s2uk4rcAuznELdKZO8NKF1FW6vxc45clfr8rMWzBcbX19OcJ/eubQNwbugd12yC7vPIbubyA7SlhkSyJFNHrbzff/nXM92PlhqeHTTz/6fEP0yIG1MEXcXSE7UqlsHJQxfIulvWqJyIxyDKp0QJGigrW+re3YuiaZJH6k8VsHKDzNVCrZ8vWc/obk5DrQ2ntMD6nV2qdpFIM02fWGBiTgSy7kmgmx0TrglfyqPlVTf/Kx5MUy1WCJyKSEr1PwlYqBQYksY/Hi5OSmJmSXB6Fm5KmukbpzCwdrmzN6QcLvbRJLWvg9poJpDEq7XK5W5+UdA6UdSfiF/ACTPvyfAP8mcV8O6zumifub500R9y8cCftGbb0XmCTuiYkYtus8kbjnpOzGAg8TW1q3bVqLOZzHH4t8dVLU9D+345/AFyyYPn3PAU/cT/fd8xGY81TjNzlz0qaopVNyXANE3VrVHWW541zuN28Ccf/47o1nz+4+ffgZPFJcLpo3aVX91hWVXh2OoNtf/tB9+fb39/nvrNQ94u/984yLnqPNxbNaYYUV/2v8i70rjWrqWqMrYZEfAcKSRAiDgcxBcUFAJhXRohARngNI1EAtIoIiahQpgjhDq+KEiAhGRCuCAypakFpxKFrHWt7rg8ooIHXA9hVLW/varve+cxPg3puQ2jq17929+kMONyc3NPfcfffZ3/7Qeu0aGxejhsqWqCVcfkgFt0JRLo67kZEovptQ5R2qGTpdudo/ISEpDxVT2dioVGFh/ITsOMS0kfqO9Pa4RC1xt3FUyVJ3lYvTeuPWbabI9nHLY/qNMqYSVVJhIR0vlAuFiqhsJp64JxaUkxzu8bH5tJ1p+MZ7joPOVRTmX8WNAEpLo6I0OOkeVY7RaWHevfk2WsTL8mmZp4jEXVrJoRHOCuGFiHuxN20hVeND4bVBmpm/ix2P+77Om7du3aRJz0vcIbsd/lv55bIDPhYH09PTSyy8lu6/aDkD8O67a9cGBjZ+91Pz7qIFF6JXrly5wgDOd7q5pcPvPLdb7N0LYTFet7Nq1n5es/QIzPDxuov//IH7z9raMWNQz1S0b0c8+Tka+hJOnI64zxsx9hO7yWutcg4cXnzpUMmlCwdzvP71Vfv374+unbBqnmSIoW38pCR62PtzP7ouCjy4zPbSypW+9yfd/Mdnt+aCh32efJZGtTUqtYC4oeY4r3bR9bWBy3xLStKjHz5se7RoTW3tvHlkezzAEHGXS24wkyBupZAdJ+j1DBqCRngDK/dPcC/F1ecbgJ/JVk4IJKWH8LMDynRF/4bgKOnRae1L2OKA3N8S8LM5hTBpAl/M8TfqwB/kKoPw9SSY9iQEAAcYi15XQoA4ZMtr+6dymEYl/EHC1bxSrdLOZiMX/itT2nvx+4j7Oyid1DBxt7K2J40i4h5BkMcR1sDEesTd2hranVoTVWsnULQvuxDf6y1WIGOBtTNhLBwKwm21weu9QIHr+FwZiZkPNDydjTsC+e+1iTdIdS9sasW53Gngch/VCMnudXX19aPgSSUl5XFMsnAM5nSfJBoN030KiTe2DhGiL3WrgYf5u7h0VwoUKPy5cEpQjO12ov1ONsQlJ0BaeoGkLAAsrVy1AGnc03mZsB8bpr1DSKVoFa7W+cjlkq3AY4l6u4If3Ke3O0o2gYRfjNtC1SbKEKRzOj2B20NYzvVt6UIOm9Q1FWXK6AWvs9l8PnEE9U3t999rYcKk00pJ3ciRYZ5OGAG8CHGfAh9UYfyuSoHCS8QsiYpfiHdq29lpA1eeD+mLF9fXf1eC/uVgIRKJsnqT0hEcILv9zp3mhn9fOQ0qOurfoo/HT57++D2W7o6Qhanu9zE9W4s9nd13/m4VqO2bimzzRKCLXj9wcYLTcJadKMLBVnuOcGYfOC+yN0ApeFB201snM9qJZWflgrJjGMCUptmtgTI+fyxXxhDGOM8QBV46BMemODjY2dmT6RpF3EmgiDsBfwXiXqcj7k319SmwH5XSde8ZRdwpUPjrgiLuGCjiTuEvjhcm7pfqZ35Xj/41EHFvaPj0t4j7B8aIe8edA5/+WYk7cuU8L3GXSq9iHDvMPdZkYM46WCpk5sN6uoQvDog1liIjlWqfART8Yp7MaLtTjdAfonW1lH2T1EjwOeTKQ6tTrVmeA5MOHLWI4tfTsLSbk3w2p1QoM3amGUImjw6mfswsb7R/KjwHMEOxwHrkwQfCjm8p9Erx+4h7LYp/0Sfup+Hbo0/cP7ZawFhPYtmmpvMdPMnB66iFFwM6kxK/pxKzjYxoAttG3+/J0BGMUIpqukp0k1HivAg/xGJFMz6ww3N5ZEvfgktNfYs1HnduGuEvjRAJ2edyb2lGZhmsRVNbG3IHNTe00Cq4MRwvn/PgKnvPcoT9bawoPBqS3LVA1J3c+5UCBQpvGkppLk8Ntx8EaEjEofO5NL57HLTVK4BsrxBOHCzhg1xXgwrTl3FsYgJ0nuvqqjXCyCViWMT7afsgCY+fwA127b+hyIDRuuMo8iD9RBmBgEarDMDfLIaZsGkcJt6POlISqhe8jpg2yZQukdBoPB7hKMwu70/q7SGDiAly5HUPXc1NJY0BcSd3c/p9xD3EWM8WChReMqAWhbZLWwJqaUnsUGocMx0cHDzPuzFSOr/z8RJZARMBkmyVZbffcg2ekeh3N8MDxUmRfeRamAGtX8Ta/+hRwzcWPrZaDg4AG7zLNOsZzvOdEKlDl30oobCFCOEPT9sfueyGlHmUNe9rlQUOfByxkEoVpHUESZx2Ii+QEhEf+ftXj+p4fYqCPia0PPnqgfbcEH03M8MpCRRx14Ei7v8LxB0lw/YR9/UUcadA4a8EirjjQBF3Cn95vBhxhyjIPZ3fPXiVxP2bb9a/CHF/8Gj8ixH3eUaJ+6NHz0HcTUw4HBrGeVyNhGNOMfGHPUKgzZw4Y3npEolAgLb1aLQYTrLQWC7iOGEw5y7kBuxixwQkGqPsaMp8SA9A6S2hRj03cmmGIA6z8SxhhzELXAf+00OHvGTdc0AIP593zIjnRi4dBkYeOvYcUMUpFqw29hzwSvBSiDvLerkB4r7Ger0B4v4W1HLPtLxFHLS0ZEBiSy3p0CtAjlmksQ/hurMijEicP4Orj9BP1czMlnHBAT/dRedlDB8rbQMxLSaaH8I1YUX58p3f9HVTbapL6aqv17H4FnC6MxraEKtvaWlMQUXlLle2Oe+Gy6REF8aK4GGeo+cLokCBwpuDTOCNtZtGqKJzsFSvhXSmSY/EhBcGGlG+CboBa8Awk4B1TUWQI47NZvdKJ4i2RxFoeyhbAbS9X4UxYQaRomDKyIkyEgnEs/OJ94GrdAVXRmh16hcg1ouBQZkyxHhIqHKl0cg9SFDfVHxNK8IxOptPbpPYQ6fTSZWuiLjTCf1cEdDZJZPGhCCDUcSdwpsHcqIlrN6BeqQ/HzzMDzscNveABHdfl+NWRTPPw1g0RJvvIHpstUD5T2RyjIehC6sf6LFCl+Vub28JvZNEoqK+kBpPh0lWXz168qRgwNYvSpNQ8MbJIC7vLTDCaDu6jrK1tbJisbTuFm/6BtJKosUY+9l2WdCgBqwwbgetJjqPJTWt12Koeyr/HoqEF4m09L3IZT+rVkvfKeJOEXcEirhToEDhDYIi7qQxirhT+B/AixL377ph7P+WuENcpTHiPtLEBLFsLpfJ1AxYYjlIck7Agb1LLj+IKZTOGeAo1IfOlcNBeelstkBgrGJzqOsxnhibcCevgFSZQwCi7O7uaEWPpMcFqIw8VgyWygI4WKtTvvtWgczYc4Cr6z5do9Mwd6bR5wCNMJcXBM6gKFiYOcaNPK8Ua8HsQe5P+kqJ+wgrL8ZKu2ukUVP0HZpLGkMPFeRzs3S5zNhLCIe3MVsH32wf4ku9HFIYF+3xiUcRwLI/xP2Mzs6H1U/l0QPFF7+W8tH/Z2DoDQ0MRquOyLe0dAM/7+5oB/NMXXsHo6O+vr7j/Bc+JfDI8yl2qSywOgOrAoMwIQUKFN4UNNIbPBQIoEUeJxgrTg1hh5pMAVknG5wweVhT0VkSP4guSHAP1fHsOZBLTuNw8LQ9gZvYZ/GUA23fRQvFmVLGCb1BcML7W1BWOqkwFfUmFRKkJq1RhlgSirqmEgmBtjSV1CgQSWFkK2Um7O6T2iqZBnOr9Jo8mkBkvR5x5/MNEXc6ndygED2hkIm7JqCSIu4UXjNszEY8eoCKz54HU6HFObo5H4Yq0iKgDwzG4pyv2p/cewbOluGs96DC9APRFazGFAPRe5Nufr//VxZZupLUH+t+fOxsT86/7oXScJb7LctrdjWiHAjyQIi2tXDZbD3Dkkx6ICWWn4S7Rh3tR7C2WVn1ultEm589q6CtNtKb/5cnjx7+hH1gW5fNLEsSfZcLqmmK3iwVRN+/wB4pJlmB15gi7hRxR/gfJ+7f+NRTxJ0ChT8lKOJOEXcK/6vAiHvXixD3R08in615EeIudu55I8RdZP3spFHi/mvTCxF3E++gs2c3bKiu7umBdqIGWfF0KB51L4eGTDuLq2M1QyWDDB5mI1cmCsR3FYqQkMzMU6eUSv1Uey2ma2RpnLxyBTRD8o6LLYOGGnLHgSbcVFzM5yckuLuj8xt4So0qMQ6bcuFOb15uYo8U5hxp+FCZLDubzVYoCpM4pQW5KulQONTQB5JrTqXFFacuVCRsiAwrrkyWaTRDhw70/q8BN0fteTnE/fjn5IZct+z2Mjz3LiWNzj19m2G+5Qhp1PTEiVGMdfOIf4XrNcsY3+4ntl6dfzqHsX0/oRTVpvaAwyjbcILR5siWlYyJn+G3wewCffdsvt5f5jFh3RW4gO36fjb7+APGiitHNOOq9ynOIrPMqFEdHbr7Pq21rYvR2d3d3dxQ19LW3DmqobWtrd4theGx8utnz7Z4pUdfmmTnAu2YpkbvthuOe1MKFCi8bsgSi70LFQkVJ6MQcb8bU50cymEn8Dd4V8uUU+JzvSMTFuZtzVBB9sIcv7Ty8pC86k1Dh8IKbCMfJ75bwa+snDNHux4rNfnikARBLCz6uqn9r7KjONWufT/PUVUWViWVSvuNM4NUx3YVhuUPwrF0jUahiIzEj5iahgZtqBASWgZq/Iqj7sYR/S7jSoNoO5UkUp0EIN8v7kaJvcntwOOidoYSe6ki4q4ovUEaM42K+uPEfbBsE+1sLPltKFB4dZAsmrH9YFfXHl0LU+PwSE/ZU7Ls8gGLomUl5h6H7u/+NEu08f7hrlHnz6N2StEnoIvS3iKv21Y1OqxdKxJdufLwmwePsiAtEpoy9f6iZpLFbnTw3i/Pu3W5nS85Ybt8+fKDERERWZMn2r23aNGtdfO0JHmkMDfqLGrjRoRcLplntmpMbfjc7588efLvteN3X1i8YsWJ5Qe8siZvuz42vDc6QxVQevKeqk9zdnSUSMaMCQ+/eHHp0pycE4tXnu/s9PnqyLUR4YbdNsKf/9mSOWLNDLtPczwPR6+wvR94+voa3ZkBWVL60bj7dOa7IUNWrQoP//Czbyd5XorQEXcZykjh8wWCgfNR5kg3MfNAFFlIv2qwSFcLG4lS4I8S07lcHk9KjpvFYY5UGIC09pOQlp6LK/knA01YoNXa3d3R+RlJldfJ92jKSqEfIWCXBKFQuyOAsm5WG/HfI/meh1nld7HFvADMY/kmYQXf7ZdC3FHAORFj7bzgKZcYAQPE3fpThrl1P2HWwRYe/NbhS5wBH1tfZmy0IwbQOFmPZxywIxB3OKsDjBP40mtT02t20MuVkCuzH0LXA1n952hm/y4hoAa53FdYTYRHUn+kurfUpaR0dvYS9/ZWIO6dXSmNzUDcGzoZbe2tbfWY2/3rZz9vO37e3DyCFQHue9De9bYYKFCg8DqRKEiln+y9dGliTppJHKcQmnNw4DYzWOqPlHd6Jba9qzQp6MtxR3eGcXCj2RUQ0DuRRhoGertMly6DEAwTFeMyIYa68iAXPhR3ZxjkmgYCPiFRRirlcumk9HStwx2/3k2BtApxAFG7NpApgwRyNps4AjZ1+Jjk6jAmDdz8pDEg7jxcf1ctaLQXIO7g6CVtL1Cg8Eohcb6GWb+fC1OhDG2mwxmLvS4LQIZe6eAlqrG+qctLR/DApPQi1DGpH6dPP2j76qtp+CFAhE53P4ybfib8PF601nqp8w7L+Tp1W+tyJ2cy4ZD69OnX30+OsDiMlcjNdBgvmsha0+e8iReE0o7q11Da27NYLi7m5oh1fHNni906e8MufBQmFSoZbfmJaLwtynjXWvn7iLukhwZEGv+CRc5XrC6Z79YR97wN6upqjWYgLVmqys3eqUjYtTOmINZVCdq4oYNAvfDLLi1PSlDsFKPJpk8fSJg+l8gsjlSc3RUpzs49p1HOMay1w4QyYXYpaO0KtbqysqdnYK1bozoWF5OXhMn3odiUgwc5GjhUJ98vXJiQoFYzmbGxUjhLorbSi3g/kNrFapDvI92LqwWnepRIvx94y+P14A8Q9/37ycOIuN8vWkcaHT38tgHiHm53hZEeWEMaNfXx8WA4v038Ko69bsGwyCLWsYYPX8vwjCCegVlNFmPlZzPwQyPWnWAc8MGL8HPfymEc2Hix72cbxxmTtnscf/+d3gH52AO+bkXhtXI5prontLXt2dOma8oERakdo/a0tTc3dnQ3NNR3d3a3ttTVNXd0MdxWtD49+eTBisWLc05PAs3d4/zBtay+51sKFCi8Pmg0/nF57LMJ5WqktS+pyOfFnsrmsM8qQoqrT2mUSpl/jGLDBk6uTCm3GSkvi8s/W5WXmVEmR+uOo8okMjKhKjcZ+wmgUtGTEpDe3ndz8s9OquBUl/UNOMrT7iZxt/pJcXeGsrt5FWJ8R3YgwVejosoIRhaVX+RJTvY4wg0ldutRWraGuAJmhCSFZRNvOxpNVFRoKOEomE5NK60milog4NPCbhCbGMJuAG1hpR6joNHy88lRxb+HuHPj9J4FKFB4JZC8/1HE+JKSUdpaz9+ER/oX288c8IxO9yjxzHn3XdFGB8/06MWXN4o++8fXT5u+f3/E3Lm1GMaMMSMgIDiBduPYBMLYGO2hIJmPfv9n2o8/Pp7BWjqx5vMr3xat3+5QUrJiha3tct+IjYFX/rHlKaB3HdGH8Iaa9ovQvvad8Ld3fLJ07cacM77RK074+oxfO/H6mvBapbCicKveJYWU9wkTwsMX7fjXo8aOkpUnTtz3+Xzy8FtkrjElI5MWs9pVPm/V38LX7dgGuvvi6GhMd9+BeImNJikpMhL/Aq2g/7GOuG/ggxmdNCUO8a7VoF0g82GyEXF8kKsJJwZFrtBTjU2G0gN47nyYTu3OFBqJpYHOpMnIwwhp6eyAAGNZ6RrXAt5OPrwzaO3BRqbEyfdoyt7oX0MYZwJSOzsEpmRjVvmBDf2vE3+AuNvpyeWIuDtYkKNp5lpaGSTum8khMAgWFh6MGZbEr/p8SG4hRsFoz8zWhei0MbN+l2ybf8f+BClXptZ+EqkR68dWPgwXXPg6crlvx4R7pLqfbW1lMBoaenW7RkiWaa9rbuxMaW6o7+hKaW1paWqo72TsSWloOfn00Xcdbl7/uI1p7p5W+w3Wc1OgQOHVQiqt5ClgEzcJqzNawi1m+kmZcKNZwi0FmXykRAbNRLn8UiHyeDpiyTK76KW6+iJHVxm0Py3sV49dXatAjifq7SEEvX2kJIDN54YSlvIydhVXTBTJkSmduFdsyOGOuqaGklqnGMiUkUppNCYpnh1NtzWAWNBlSMBHuwELmWTfOxB3DueFiHtv/j0FCq8YEqfZsL/+3JhqfgckcV/Q2s1tXUA0R1p7ivkyqw+cf/nhR9q9gUP8EgUJtNwBnRMjJUzuwu9/tvyItd/6tOhbCx8sEh7Bw2K9y3Hr00+ftrQMzC9lgjxdnUw4dEydbOXlgBqaptsesJrGGm4/QSLjFnKCB3rx+05f/6u+A+nuh2w3iq5bknuzDnUt7cuZX+V0XbQRi4RHuvt1LEJHiWLq9WY1BZqFEfdNSG3X/zWCyu+qN2jZITE8YY90QHF8aGKBtxiOKszMPpWBbOgGjwLpviCOzlYkJKmLK2PBhC4ZZJg6D/YTgvRSDlo7vTJYO+FAewEFmNZemBRU7J+codXaDRw3UjMsrcA7COR7PrLKa933jgaOHCTPSAzOFrM3nC1MEpcGoykHtsq/dvwB4r5lC3l4x3u+z03czYYvZXjs3kgaNb1yJZ2xZT8xm2nu/BzGhd1Ez7ij/Bpj6qHNhLEhb19nTI0gjDk6Fn2ZnjI2vL881cZx2pfRU4+E919NI3Z8zlgm+qTvZ8zl/jn24ZDqHhzcCWjRNWWqq+tkNDbWtdS113cje11HYx3o8O1gmOmob6U1NTV0ua2M/q4D/mopbp5e0yjNnQKF1wi5PDHR2xvVGB3N4yuWRIUosqtlGdXMyKQN2I1GKS+T7Yss3EXnbVIpYUEfrNokVlewef5KJbYSD03MrUoqp8ee690uVamqgLfr6e28U7jdYdnVvCjvRBVuKY+PK45Spwnxi7ufX0VFZiZxudd3uDvKKyvYMasJh82RBUQlFZCCH5OTaTQZiVILC6poN2RE7q3aFEPLlxE33Aef8qdVpcUSxgDQGqqSvF5RxJ3Cnw2O89ZNDrx0yQMVXj4HDi0v6Thf4uZxydPn+O1Pj3stO3/+vGfOp0uvh9eOMZPM6zlWwc/sc8WRIZe7Rx5Vj5MbZmk2NrLseyfF51yRax1s67XvvDN39LpbmAL/7m6L7QfdpnZ12tp6eQUG2tndurWKVLznKN+qyAtCNrZZQ+QSszF/e2f0uh2fTQzcuPsgUt63r4cuSj/8p8fgW4Mx/T+xT5ue/bx06XEvzxMlK3yXBa5lLerXKG0c/ZPUeVqde9YQCbjYR+y4ptPdv1z7waJFcbyoKI1ebAssABhx11sd+jHMhAPhuku4McwMQowtEUMFwXQ2hK4oeJVSI+Ew8a7BWHqAgr01oMzIdLDAYA1Po9h5Abm/NSHS2hP4QbxNEEEwEEZKywLisGanS5BVfmD3vRyCc6A4Cs4xgS/m5RqZ8k3gDxB3a2vy8HDW7yDu4CX3sIBSCCJEonSSKR09jrowfC3IxZ4seGS+QhgZ4rSDMdUlkHiYfq7MB9BcbKl9/x1qLnxIT6t+oV7rcu/dC4A45+7ulJRe4t7U1AlpMi1A4IG4g7u9u74d0fnW+pTOjraWlpYGGOv8DnsQBiOdFaW5U6DwGtHb40PB3wk5x6ivNlMwTJrLLAfRXHujcRWWQrkSnSnDVO3pWN9Udp/8PFRwg5vAvuvaV+Hp6oq6p5L1dmKrUySScwgLejwvhsYWEgwqJib6jU71He7arqlEkm4wUwalzJuQrOuJAYXQN5XYlXyYAFg26WYz2ASIO3lCRNyZTIq4U/izw9HMSTTJOFnHY4VvfUd9iQfKb7HKEllh8W8oaEW7hT8LdG297Sw8UF66asACSBPYuxMTei44moVjITU1EExzQXsGDg4uIPNbWk4gFe+ZmmbzjxIuryFmbzlvA+kenWO67RfrH7X+OJ+YyoGDylVB4/3KYt10OWw+CnJvcqyOOOMr/HJBUs/F/SxxGq7T3dOtrjg7Qw4UaQNQB4y4D9Dev0wWmrmTnVRVHJomU02RzzL0dxmphK5EqXerktRhoZUZfvGakQb5+CD5KZiMrk6qSvWuTpOVxWsGmk4luOGdCh8m0js/ObGsRzPU8ITTlasLir13qtVqcT4zTeanih862JAF3VE5LjE30zvyKJvt7R1aGStTqZRKQ2b16UpZYvC+1HvsqkhxPs8/WebXE680OOWbw0sh7mOH3zFA3N+ZnwWND7JIoxhxP5hDGjU9fXolY+0W4raPXHIb9rr6JXEtZnteGrWxFn/kLMkIt5W224mHTZy2kvGeM/5+5LzlIOPKJ/3lqXKzTzw9Z16R9BZnO5qtcfhypkOt9o/hqFQeObJnT28kJARENnemtLY3gbcd/rWnK6WhvQnT3BtHddc3tLe2No5K6dI671LSLxUFrv4P7q0pUKDwimATHx8cLBZXVaWm5uXBpiqXHbk1NPZcQXDMXXV5TPEmuNEoNZuuhpWrI68mZ0yZDncJqWCfOokdlBY7RdtXSVkQWrVBTTfxk+sWg/h4Or2qqlowp2+jt0xGD8kTy6b0L9+qxMyQPM5q3II+eNgmRWFe6RwCheZwKip689e0GDeMznUvVhHuVqrVMeBMJQbDSLNjaJHxpObrmZkVFYOJHN3Uf6uCFjuYePPLCA7Ts8xPjw2msWWk7Eal8vcQ95h4orOVIu4UXg/GzN7vZXGixDBJJ2Kqm62np2fJ1M70+sYvDlrsvjPz0omDLoHTjsy4/sns4ZYXh7NYrGvvLf331w++CgyE6BgD2MaqefxVe81j1uxbTgjk62PwlH1n1TEEwd5xiNmqCe/Yj3aaP3/smuFff93WlpVVVHTgwIIFPj6TImpOf8Z622mM7kkgkUnnBg/rJ8k2jpIx4aPfd7q1xtnOeuP4O77dK/7uExG4f9vFscT3RZDLxeydkf+ZMGLdrbf3b7kZccbh8jKf9TdPs4aPxsiMLPTuklBl/+SzJKtGv39r0Xv7J03y9F1258Df29p+/VV/WkLnVDJkglR2BTQUZQp6BpTH5VIZsxjE8SXsVG0DqgEOk6zGJlvC9ebJcI3s9I6T+jFL+WehN6nauHivhOhfNf8knF0QL9HIhEhrD2VvgN2AEOPNTpXSTQEcrINqFT074JTUWK/XN4WXQtydLBcYIO4TnK7AJMQ2p1rinuLgRRo1tbZeyRBZk/1a6OzIvVM/ApvaJFLzg7kQ1XqHeBjKlVnKwl9vb7N8SCE1aKqNOHEcudxx8TSon+vDh70u97aGLkZbKxLgWxs6QF9vbGtCmnt7I/jcG9vam5p1tB1hj9vfg9fg3ogCBQqvCH09PtwBanC3R9ILoNdHGqa2FzNVcKOZI91HD4H4Mn+plvIOAwq6i721r88HEspP0mP6l3Kkt7PZ53B6u0yQREpuQY1OibktSlC0E8gqHp3O5RLtrn4GHO7arqlEgdxgpoy7O5dLHNHuBejlx4AkSLbMIwlfTQ4y05rmn5e4u5N6o1DEncLrQbidyNxtAKZOQrq5r4MD7K+nuNU3PyjKwbR2X5dpkNyyDjVdcr6GhcRM+/fXjc13/o6Lacehxrpm7YO2f/3L2m4HvMRSz0mOui4UsisNnKcWyseP6+pOn7aw0Aawn7D1cplm/bFluJnWA3Cqz+VOxt8gDubbC8vhNR6290U1zsQAPR36u6dedJ4sug+9eBhQwDeZtQ5ryIrWkqt6NZQSp7dFN83TGXvSzzc3//yz3pwDE/cMWbH30apydnForJ9UOcSgPC6PNwneGlm+MCmVk7a6rAf32EDAlPiC4CBxUlVkXmmoMEMVP92gF8kGHgFyM2Mi1eXqII5/mh+I8oa19jnK2ERe5t3I8qqwoNA4pLUbnhDE+8QCTGuPDOLEFWT4jRunRAKOHtCEoTChmi1254WmxWYMk2r6w4D/THiFxH2I5DRMQibujmY74LtzgTRq+vHHMxleLoQsdsBphxLG0tHEi2aNlQWjyHk+Yewdi+2jbJ0IJ/DW/BOMjTcn4EZqRx9nXPD5CDcyf8txhsV7/QWrtawaRvTkvuR5MzMHh+7uzMyzZ1GpW1NTfXd9Rx0w96am9vbG7o4OYOugubc2d+zp6qxvbmho7F869qTf8fnh8dV9gk0ZfvI/4wMbBQp/fcinJyZ7B6nVbHZxcUxMeXlCwk5xnL9JBqjt4qSFqd7HQG2fLjklyIxcqIiJSxyG1n/IAbvqvrA8JtRkHGZXt5H3XM1XJMVwho3rXcozMpDebmLST5rLZKlVdHHsuP5LWTNsXyHYLqf0i982cpk472yYH142d5TJUIzxLLxlzzRua2HFJhVxVUjLY2+oJu3G+hUm5W0l315QtyTiiKlpsYH2S6uDqmiVpBdrbpTS1GWkqAU/P0PEvVi90yBxF2cQXz5SA7nQFHGn8Eph5jQjIsfzBPSc+Q1MdXMDtd1t1NT0M3stfCwslnefP39nfcTmzZtvu/j4LjhzcMGCBfcPWLhg8Cp68ODhw6ysdw3g5sbxOQ+/+abZZz16CYjm69ev35tzE7T4Lfu3sT66ONbp2A3OktTEgVqPyWNjT558lu/kdOvWjh377URZx10sDlxesN1nY6D1xNnD14x1PyvmkB+2sReavTN6xPyPfvi67UGEy/2Dyy6vLxLVzJ5dS6BGBcGKk7JhaAUxG2M/ev6t2e99Psli2TLfAz63T382/OI5Di01l9xbAdPd37bcYp3j1dn9008RESwWcdIBiXuigA16diE7TkDa/cNhumsyJw9YUghnn36SZT9Urls5IeAaZ9ODjUzmKOkRZIOTMQqKdEONJaZrpLkBeZh4D88LQmPi/amArZjWXsjJJjoZiUATirEJ6e7VRjYX3jxeIXE3NZ0Mk5CJOzBvGD1MHrS0nMk4YEEm7qh36han3s4EWowVFel1KJ3gUsSYScyXR7kyRS544i432wh+t9m4kdGsQELwOtoNICTeoI/766988MwioDSZdszzDokyHZAv04pp7g318IGAubc241aQPSkdrU07g5hxQtnAWzIUKFD447CRaAKYqOsCn89k8nh8CBYLc481GSq5wUTZMjE8V9iZlksSmWxYibN14WAoyb2KlsQ7pgtfnyXJgGIqBQ+X1CIUIr0d3+FDX28fB6ktVe6rcSOOkk3Q+hQn2wOgUoZG6w+G16LYnU9yuCP9rorgS0UwkCljasrluruTx7z5kXTy7e0YxNWTwmewnq56CdHIg69P3DPZAxB3gq8X/fUgF5oi7hReKf5muQXzaP8m0mHr3dchHf7lg3Hzw117GL4+WXZ2diJMd0dIMUc9VBGgCLTtQU0NKa4dw3GX3RbLfBvrf/JFSXFaaCNqvoUg+G3OYLgRbqUdDRiog4Ejat7AwSpCzMzetpwIE3raoqpaT4dJVkdYlk75JJc7EaqYe3VPrkRgcfUeFl52dvaEvvQo82Y1rqgl3Gm/yALT3dHGgmVZKWwFkoradZA4f2h1vKsL3P621tbESQ0Sd6S2s6vYkfv8z5VNURrmsZqM1Vfz1UmFak5l7Llx0l67IRky2dXMSPXCwlTv3OSMYZoBJhs6TAZRLnlVbHFMaDVI4/GDDdInuVwmq7xKj2SzxaC1x2b0jFPOMTShHNPaQbzv09rjiU7GXkyJP1ZQmrkTJkzVTqjSDLC58OfASyPui3313VgDE3dbclbSiBEnGHcOkon7tUBfxubZxK/XCMS2T18njK1a+gEjmhhTKZffP3Qo+n3c/dHRcaKXp4cdTsCXTNjmtvxA/8dBLvfLfS53wOzZDEZgoJ9fXGgSqO6trZ17mjGDDPRnam9M6e5ubG5vampqg1jIzvqOjk64IEZ1AbDLvKu78VHTwg3l7Hv0zOKCAplMOfAjJgUKFH4XBmec2xd6D9bZoKC4uKCg8vKqqqCg5OQeVWyyt3jDQnqqf7JrvHxWTwYvRr0wLyZAFj8HEXVVYuhdtoLunxg/B1uVh8Sf47gr1KH+fV5yEMnRZCYm/TJ5BujtR/OEOL1droS8+A3ZfnjfyLiA/JPluUL8Yi+folZv2ECMcJijZCeIvXsI9wRpRvFJcdwp/GGm0zMKogqr8U8GmJ0/KoocBjlIfvdkaiY5sjgX9iHITwLSbG/aPfJ9FRH33FzyrqB4ifq5iLvprHhaRTEpV54ChZeGIbWWoogFJzxQryKjiD6U7mZunjLqhKeFl4WPr+2K6C/OeEU8aP7m4ReeFxYU3RZtmWjHWrNmzcW3x2K2dSen+cLgpwn3ntkbwLp1Tk5j5/8Acey/7LCEF10D7r/ldA1o8bdzclwslt1ZcPnyT/U/PTo+bSJrxnBLJ3L3SZuRI4uLQ0LQPd/R0cwMTXjr1vAdR7Z8vnn8Xgffywd/+u5h6/c/LxpNVCV7Me/cjZYfeb/cujjjk82bc3I8Pc+ciYjYv7/XVKBUJlUUb+1/ApdLwjHdfZpV0bILvgsOPnj45EdSPbwOjmNqR8x//LihAXYjlp85IxLNHj6hlyMZIu5IbUfmw2Ok2nc8xgnjQAqJ4uYxE42JlAJBHvgYK7jFvB7pwIWeU0zSOHe5S2h8lJk+4FFYGAFqs1fBjTGqtQ/GtHYk3rONa+0q1328o9j5GRfv/yx4acT9kC2xUxKCEeKORYriYK8XvI7wIandKUK482bGBdGHhDEJaym0YyWdlw/WjBW/SX3NypMk4H9oXmKLz5R/i9iE1cmJwXBx6f361tV1MaB3qrZWtakZy5ZpBe9Ma2M3EPfulK5OIO4QIakl7qDCN2grW6PYR3k8Y8FDFChQ+H2YI9zkHobVGZVqu1YjgUsqtYFrdQNS2zkm2N0hQxgGEWFinolu19MvADzi3KA++jnIdTUEr/f2TkXARHKkt/e/VyLo7ffc8RaYOVIOdEwNIHjI/SAWnuggt5GokHSPGwFopArYCyDK3q5C777s5b7jDGTKgJ1fX8CXS+7pTYiiJeBuSxpDVn49nw0i7gIBmbjTYTf7uYi76RRaBSebNEaBwsvCf9m79rCmzjv8JDzkjwDhIQkQbgkQEgKGYRABkXuQewQBUUrUAmKwChNkyEIVRbEiCAqIyEUELRbBG+oc6qxWoVrtxbaDAVKKDrXaeqnYde3c9vuSkJxzktjLuk23vM+zZ/MjfCYu53zveb/3e99ldhcVYSs/iCM2r4PePhuYSDg9FgJXiig29uUbHo7f/XQQQjJO0KNBJscntbzCP+PUSvbV8xf/6le/kjM2OZ1R8FpH8LkvoeWr+lOnulPvD35a98gqn7bQPEz796lUYnoL32S9W75VuNnr8Kvgvx952HfFEesJ0MDftUTRuMCx22IbDXYCgI2Ni4vGVMBg8XA3JIRkx8tWQhtTeO1bD+58+S3hpxrwnz0bG/PxQZOame2lXZ/KvCES97KyPTVJtdK8GglXEOqum2snlBXXNA419CR1nCqEOHZdeehwt8woLOzsrK1taNjc4Vx4LDBDpxHdImNSUF/TyEvqkjNrzhWfgVgaHa8CHD5cXNzYWFsrl4MiWnzmWCguWHcKHIs0QfGpzkw5mSdvrJIVco8FtuiUThMSCgtrajLlQ7WZvlTZ1kKBnglfLPxixH3GWrx7BSF6XhEl3JvIxpfPmkm5UEoIO1q2zIZimo4NNUI4ve0dSko+vpJ13XIrygUffAmUKOQsZXoKIWOyL3we5aQ59gEh9+B2yqO92OOp6w+1rw1frHkyuG6LpHt1ROS6dX5+Njbe3tnZOVsbI1eRRqE0FYztCuYOR1Qp4G0fGR67eXP0/sTjkeERRNmLbqF6VcVlDWHvY1DURFq0c0VBQW1tZmZNTXCwQJCd8OJuwBhgwIsOhwTPQtjVHCIn8To6amrk8qGhri4ms7j42LGsLAksNUlDsnOCYy2ijIxiSJapzes8lxXoDnUhHIuy4I4uqbSzOMtdqR/NP5zjG9maFFOvXiM4ZVm1tVFRJSWaJaglwau2ICo4S3PX51gU9uexIpsCMR0klqFNBdKkKnfsmTCHnKZFi86dw4wAisXQyZiFP5eWU0NeVTWJH/M8tZkkncTzccVDxTG8Mm+cPdlFqnqPmDIcszMvEy/Xow14sm7inpX1rxD3VfLNhDEDDPgl4CDydsuP3Zj6d22ajseMGfPmTQefzNsfvvPOAZsDM+3f8akThvvsav/0N4NPRu88TDy5Y3Fp8qtzCWdMOQmyPXE9ms41IrY2FaySdCP51WTu3LkQ1R4WFmbu4eGxBGJp8hPXRDx8cPcLn5Tw5rbmuncjNuw/+IHb6eVhQSplsKxsxYo9OKsbx2FO8haYYCHNNr7ikd/op3d3Cd/v23/wpMfyZPw7sxYFNnQ1VFlA/+mWsFxIwamoaG7282tu7uurfiNkOce4KnOTkyADTySWrfMOM79SHR/R9vGTJyPtlcffOLucyKgQwH9/48b33+bnl5evXn3C71FE9RsBqPGGSNydVWo710i/QD7NmQkhu6ucvJyfo2a7urLZKD0ApQbop8SWrgKxr2Iynjjnef2kSKhBFCzJC4UQ6CNT/nwjMRMKT5HWfkpRuacHnp7IZYkShDvYZc9pUH2x8IsRdwpFO0YlGhrLmglPuUpVO9VcS59HB6mXEsZybdspQiu8eX6ZXT4kpe/HjXHszoMVzAw3ZhwP0fD5NOwTLapibXPBWnocrcJxhnkT84V4lzsd/oHModFVpPDNjg9PUMbR+VRFnswgONmLigaHx24Mg84+enNYobXfGh8eQa53hPujw1NB8AhO0NUlFge+NF8OAwx48WDhKWD7qvq0t3K7UZeGk5OyCFu51GQyPUF5R6lenVAYwiAXqvK8/PndXr1gTJ9ytyNVO4a1wkmOsX2LnM8R9XYUm9zKMMKsEBZ8CSOKxcZ1fi8wkoBxHl9Uzqf2a4eu1zB/Ryok7BUHezFYVEIEzDEdmTJ8bRVP2Zsq0TrqRdWKhTc2ngQzv07ibqS1NP8U4n5Ur2hpgAH/ChxMrsEC/SMwHUwyu8Hhvt2sTrgavOSoVPS41btCG8qM6SOjD+9ptQWr8AOhSGmeeTo2s5RYar6Ddu/B3Tt+Zh8q0m5m2KwWllttc9sxtWHP5+s6SK5EsuNC24d/ReF0M0xfE7rYntVS3kOhdgjTwOzmRqejgBpT00P0k5ByHUxlad1FlJjjSHNpS51OmT39T1AQiw/xUEK1b2dnZ2trA66EtTDleUcw0GGJe1lZTU2tSm13dddFjjkWk9z3OiPhNWBGzxEQY2unXhUaGhycmdnVNTR07hwkp2frsckf5gbXZCZ1kXmb0WRpriJdH806IRtJ90MAX19wH59Jy8bU4anBsQgtKwmWNPK6hlRau2eLrucAa6XWLpfX1kZGnpIV5pQFLiA8C724+GnEPaiyUhdxn2uHWoi1iXv1h2/+eOKOnC2LMVWnCIhpt6fgJ+Yso6W/nt6Hs2paL/NOfys1FV+v63ElnfKoAuuzCUp+f97Mfdhcmeu5GygzIzSJk5y5YbP+tLpNM/nZs/PmubiYGL/CSZvcWnzv6ZPZg6Mqyf3G8OD93YOjgJGRkVv3B0fHbw6PgAo/ODI+PIpS3QETj4cx1H3VKienri6enMmUxeRw00ItLV6Wr4kBBvz34Z8RKig51Q93WnnmZplszx4vryEyeaijIycnLe3MGbTUyHlIbc8QiSzOcDszG3o2VxUKXBU7sy2H6zuSeuVVTWeyVWq6KzdmaIjhtZWbMUXT/QU5tdKGhqwsrN7e4dsbda7EFaOuGzWRd8pruBmaW5C1haAxaUWmETbbxTojjcHIy3PHCekZGQ2tDQ1luL1iUUaVE2OomFAhzoXf3UzYenaXy1esIJaIc+sLSE2BeAuqZUI/qaGGyLwnyQ29jYQx461bDcTdgBcRAR62EbH2SND7QcyePXOWDYS3p6bOnFUXHh7e3Lz67Q/tdwnLI6IvP/3q66+/h2T1HW7aWEI7+PVXX39z8iT6g4eHtwJBQVNXomWGJJJRwA3VxSKXQd9prvybG998cPHkxWrbxI8q6eUpKYd2tcWm9FVE57u5hYQ0NsbFhRKvF+Uvr7MrvfL9V2MPv3uXniJsNmsWvrth2xtLFnurmYd7cc2inhx1j2ly8uLFV67Ex9fVbdy1cdf77z7tuzGwWayLLIvWBYR4nHw6fvfBx+3bd8Vu2HbSIxkfnm2dkREVlZm5bNmWLVeu7E9s3rV6tY8QOBCWuDs7o6P+z1PbLfgCKo91FEJ2qVr3BA38jYy8vEikKR+jPnhyqaCpgGTCDH7OZBzPY0rpnsFAQo2+6SxQ5alqupjnaO3wAKNMNHByYr9EWrsSP424m1hZ6SLufBM/eLk2caeBGexHE3dUdboDPfhh4G3uo6M79YpNOi5+HSEZHcA2we03bXG8ALkyeJ9NH7jgsPZ4JN+n4tpdr5ttN12tceDb2ZmamqnSbkT8Z+wPiyYmlC53yHMffUwZHQOyXjQ4eqsIapggYQZFQg6Ojd0cB8c7crvvhrpVjOY+BSlZQhUY6d/nMcAAA4hAqV6oQeOoUxe1yTPQORgSZZDuruj3Vi41U2q7CHLcV0Ilx3vqc0aeXGSEZ6qyZRAUae7kKoyqLYJWwd8psyCmkObZy+rB6e3gdmG2ktiYiaYSZdg4gZzjegy1amNGAAqHOy6eBhnmoW5VSx4v1JEps4DBcHIijBk7wwclim/unihYghg3Nwnh7P2EMWOx2EDcDXgREWIbbqrJdPkBvNP+DmS3F4F+nAJaeyU9FY0pos2f3fvLwNNnb9hG60qPsTr+1cPhsTVP4+F/2toqItvN7TCF6+jiIpYSa5AmblRcEag1dYftNnoKUBuwyJq+ZdZsZeXm9uyZ9oabBqFGchLvb99D3s1r4EwwtWmnQyCMmtagluOVxL0AR0cXlxPwIYGb+YyNDX2vn+M+++zL2x//Jh1qWP/sEq11dNYY8mNVR2+umVfQL8BuxSM1ceco1fa8PMlz1PbDXFkHjyEd2iwrFkyqjIdaryoT1FTxeHl5HR3IxyjS6WwH4V4AYvsQuUHuK2nKOZamezILCCM4JZHzkLNdJsvKSkvTbacH6b5Y0sGrTfJq7DiFptOttWe0cEtqkAIEWrtMlpMT+BJp7QgmQSnwJbCdSzwL/BOJO8cBHDQ/mrh7P4qlpFcTC1GNY7fPoCxZjCfuJnNTKG8dwCY4IuQ2r6YIS/FZM3PC4bDFNdzTgMm6D9OP2JzHfV1s6w4UbVuucd1zli15Z1ZqX5DGCb9u26WiXy9Uq/LLlh06lJqqfF+vcCYPf1Lx29njykxIVL4E8jq0poI3ZoJy//7IzZsDILpPPB4chf8evX9/NlQy3Z8YHb2hRd1XxDEYSbzMRsmp4sKywy0ZL1adrgEGvFjgWCSUcYMlypNGEmp9TE2nb2ZtA08uixGcyc5WLjU83jmF2m5tHFhWwx6CvJngrYcV54w4FoJg5pAU9BxBi3JdsLYIjOlk1CZ1CI6pVwCLYnFXXoMc6yFHenvPpnqc3p4maGytjcxRTaTEJIQ6N8i4uMVEtKdzFZjlMSMA5HAv5uKVsmPFUpIv7jkAue9li3pliicSDSxCd+7k8fBjYIrxdVolICyKrmcatYpY4S+Ka9Um7jKZgbgb8KIhyPvkhkPtNkWaUkO9SE+3sfnDH15/Kz29WQjZ7bve2WdvLzz0fnl5+SFhm194ud+Dvw7e9YktBz0cUH61Ak/c11SOPrjjd+hQSsr771dWNgNiYx+9++67H23YFh0dffD7rwa+ube+dJ0I7wVQQpQWHMVoLEZm/LmvbildvN7jNO1yvFVf36NHKSm7dvltfPDgu+88PEq9df2ypXt/b9fnz7aE5J4+aZvYVw4BlH7N5WB5dzMHiZzjLujtSSLsj61bFxKy4/TBfHq53/bfDj64k3gwd3GQTj5c/3nUl09P2lY8ajbb1y4s32/rsRzrUejs3LkzQ0Fpg+aGLL74Rl8ENNyriDscpEESCJmsfVeYggVE7DaA2s5g1uP8gniIFMoK6NnOzsQQQQ0s+FliHuQHxDGYYiOCW1ADa/4C52BGAWkREsfxPdR4eHJPMRkQTtDrJXEO1Dsdx3WSWqN8b8+f7kXFdbtY+OYTu0l/MnE3Nt4IL/+xxD3A5SpEwOBPlwJSzGZQFoKbHA86pKfiE2SgApXuB9Piz3Gvg0kpbppIdgWQ+2YHLlcGxdRUuGHfkbnwHShi1TjM+G4f4N8d+siaClbzhW9TVJGQ4JYZBVV9/LMbA8MT6Cn48fDYos8Gxm5NUG4NDAyMTdVFFD0eUL1eG60MJrubO/lCluoaYMCLAn+o5JB55akqOQJdjylc7r9jsj0V5FS51Gh2Y5WVIUxoTVX+2YL/npcTpjkVSeRcRZo71pSewYwkJqQo9fapaZQQiLtIkVR8BMwZeG9ETruA3MAqIBrSkcP9GEEeL2QXQNMhXmhq4bK1MmWsITMdPiRuDNBPjmIRT4aFQkwNsYgVmDdsMGgRd2SbNxB3A14sLDV3UeSj/AjY2NjbDw4ihh9LR5gJyTJ+wnjIb6wEj7sS9x/PhDomhDbhuwTN/SM4yfkEtTWZmdnba6Y9YoOGXKwe3rl9428eSxWdpNrIYhQ44TOVHBxDaB+49KHTgHDgDVpKbW09tGiNEjHkHielpr7UnGZ1FXrcKXB8T2i1VyGRT5KlTg26fu1Vuw9s/RS6+/a6fFoAjuBMgQt1SI38ALeD9Dpw4K+197FdiA3yQ9tsmlvTMpMrtI9UxD27XhwZyWAwmd3dCTpTNCwsA7nBVF9ygzSzP5h72F3nR/O3NBLEUCPljC5f3+DgadP8dVLoBQkC7nvgRU8iZzL31HMDE/x1fRT/hDRuiaQmUk4e8mWidA+8+XAK892PCYpjOn3lPLlXp0RcIoC6Pe3pOJYLAgX1Tf1VkV48eWen/ulebASECeH//n8bcb/YPFOrKwncJ5cqdRH3DfTpGII8BZfUtTOqTfBfjuWJdTAt3kCzDOJgKPgkd2PjR83zKG+EYadcTPOD067YpqbS6EO4yTje5qZv+jxyUF+nHh4zZhyiT7nE7ErrDjwZ/Ete3FFUygTJMvdHxgZu3BwfHXm8+/6t4YEbnw2Mj95/PDo6BkO7FdR9NxxRHZiy1xCwMw6KAXw7+2XBziWQf+RuIPAGGIBHRugxbj0V7rReXpEdMeeCxTGy/s3kIZ68H7Zy3RdMCwwOjowED0g/l2tpaW2c4V7S3RiZx2D25xi5K9qqMxK2UuWMWl5Nd6Cqm9TB/VjM5l5ppESgaT604HbD/jEZGzGR4U5lR7EkMcppVGMJVF5ebwyurhwSZXoZ5FMJ2F1ZTkLgylZeoyWOj4ssefB3hMK7xCKGXLAyhtCaOo2aeVSKK2FFnkwBiRQTgxsDMHu1e1MP18tJndOIFlgj0u99ZYQxBXHXXqLJpC7ejyTurBUG4m7ALwi+yTVaPP0E+Ed+ADNmpALefDM19dNZTwYHB/dBN6kPONzrIFIG/hMOKnpKReLx+P3HD43d/osVRMHQaBcXnoVYdix2fHvv5hffPEU/rK6OV6Cv7yq9wuUqPAVUuLTduftA+P5HMI1t9WXa6fUhYd5LgxymttbgOoVwWexT/CtzXg1b7rGDRkPT3G4bHQUBn348/jItd733UjyR4YJsXaXogjBZ6rj+bHV+YkVKrI+Pj7DvI9vqsye/HWIVTCPumgGWmSwPoVVHPHow8nF7XbhL4sWzId6EuBy4ATDhWi3zDjl7MX5DeN0JP59DifsXunmrTDMCuJMI1Ne3g0NpGDAgBXGHJxGl2k6YUI0M12CFpt3AdCaIDRq8wk+g1ijyA7y4uougFJhmJAHTIQmmKtYSGTSAA8SgqMAJQa9G/fk/EK7lGcPOg/cVxagSH9artfu7Hga3JZLuC9h7XkatXQlH8JD/G4n7QmgrwzaTKrHUao0u4m5r9TrFxYr4Bdxv/zol3w4/usW2HKbFv2sklFNcXHBjilyZbW7YkxnJjkJwvi3EjKCPOpOOdbkn2/wa63I3MTE1/bWNJlZpDcSwPt2MviIk0o2BEcrjEZTWPjA+Att6EOuOgiIhDhKR9bGpjb6iiTFlorterHCq9ZKIBZ4vfvC/AQb8ZxHKjWFKVZUcZXAbL/RqAOW9h/qeK1ry0H6sSm1XvjzNMxKKOaRkgVrXDjWKRO52sYakz/d8zymKlYSLMNOjt7NYZbhDVaFGPFKeF75PHMnjDEJVob+uvAqlw514kXeyGFqR62e8pNhQCQUsuPUkkvZCKId6buLybkQla4n4iLhHEXJvAIi4E8cQcf+c8CH1EfeW50RhG2DAT0eQna06Kf152G1qCrZ2e1NQ5v387t59cPcPa3dDg/tx0NrpwnTYqt9FP+jmDVK5P5/K6tW6xKbAmVO2M24z7sLf4rgevO7IFF9J39g+OKHcO7ex325WabWXdtYcTarEfE8ZXPp6pnZ0vHRvdPStt9Cvt5tdsjprjicy6F7Cw9yWHEy8QSLfBRL5DBt7esX335JWOOcQJ51CSf3D8b/+FZ0B8IGPSYx9dIf3pex15ZgE0KLN0FbCPGG5W67yx66u2n0QSuJe1dvj64vUdsIPFRBZGnFj+uXSIR6zv547jSA2KMGxdOVulfSTyVJyf013ie7DucCzpxXWs5k8lOkrKeYeTtD5DOCfESgIljF9yeCQlJwqyQnVWYXD8U8L3Fpf0+nFGyI39sfUZwUu0KG1W/vPn1ZWUt/f4eXF44F0D6E0L6PWrsQvStzd5hB3k3ZU7tNB3JMP7qesrTxOGDW+fPB1SuUlYpFYtFkqJT4MHwWffNaFwLXhOx+2g0JpbsaNGV+hpVMqo7HfaZM5lakHZtmqH5jh8XXpQVObE5Uahd04iH5oho2H+jHEwSEl5YLplfVTi+gV27dnPOz7HjaLoo6iZJlbj4fBw35jAJzu92+NgOYOJB5y3W9B3szgoEpzLxoZ0ae5K7GK5dRby2vslFCDu7lG0xIydG4aGWDA/xMs3T0F3TFsX9jV9GJKYrqL65vgNt7Ik0cyY+qNyiwzQG2PgS1UldoON3p/AbemU8poZNZ3Zyt0bY7/pEDGrO31lZSoa04XTMthRzrVspumqRs+/FtK6hl5kThJx98/RhIFPX+uGIFcZFnf2RVX1Y1NiHvF34iZFOdLYLTz+ztYrQJC5DqqKj9HiDJumRZ5lNdPMMX450DNeKc//vyVZYyERCKqRBnu5KNencTVMaszjyQhrKscdy7JSUJsUzWWwKTEMUTcvTqJ/hvdxH0BI89A3A34hcBxCPPIX+Nz4IdsMkDaEVJTZ80yM5s160P7Echr//Bum48Q9HahQmu/FE0DKTrIwRquUG5n0sp+PaqutWW2byYjaRpGNg+asxRwHsnxZ2kfPP3qzvDDRwobDiCiL4JekRgfvZe2ZP3isNItYmkDudNdp+I2Z05u7ldf37n5bqXSX/+InhhfTfNYbzdHSSYyEjpXSr22qtd6a4cgkMhp0fF9V4VCUN43jo89vRdWiuEmGCz1vPf1l7cj1iCJPlbxYR2XaswFIvf6OIYvutitHdaFLabtXROx0azdL4Vuu3f9NRMTS8u4OC3TnYK4b3Ji6BfJF7hSQSJfxcqkntHr7vV3NYIgWxKIIP0KZUUPBM5yBjjbnTpAHteX5/IKP1Rc4/R7CCNgiIv1l7KK+CVinmKySHaW3vfF4Wc7n1NoPq3Q2fcc6f5lwC9K3N9wJPpc1ltt1EHc50DN6TxhBGFUwbLfdSES94NgU7tkjs93X+cYD1EweHXd2qQUud1wY4pcGR863mOPJPxEnGHtis0FUx9MSI2yhhWzI0CDd6bZC7hu12b6ZzM3xfGMRaSbw4OUEWUnE1LaiwbHb8L/GgDNfXfRYzigqj5cMzz8POKuwUoyk9ptFKp3r8cAA/5f0OLZzSbDGSh0cCmLz+cfFnfAbXwn2Vdl/laefoIYmCm1nc9HHvIopxy1Z1vE7wYHea86yx1hmnMnpLdv9tQsK6/wA6GGlSBv8flSp50sAS4mbAE0prYySnBLjT+/mBXFOIX9VUALpMxIiYuN0uGOt6Ucc24gdRBaUzn8JlIrk2iKQXsCJOIxLxQ1zaQSlagSSEOjEsYsPIsVbYwEsNm6iTuTYOPXS9whqsZA3A34ZSAyocExtB/GbBsb2BgHeo8KRYVClEd+69bDh9G2FZAns9a0jv4GToROMGLqSFlS/6VQ3rBCmU2lC92QLFNTn2t+EYJpIDfGHgXWzDCdZZYCnamnHbuhMLkL0wRBACp17l5+2u0SxMGshV+0B9t8rrq9PYbcq1XgAHcex1yrCvuZYLKdPnqXdoXYMj+FfnKvU4ndRVsfoDRoe+ENXDog3n3vYBditQGS92bbrLbKt4NgD02ujBoK4s4OrtctkiO1ndrPk9aSO6klRtmWuti2COzozv2bpVIyT0LlCix1cm2RZZlRUwwzcogc6SsLRvK4Liu9KOEwCPcQSkPmMauC6wMP67bJZ4fmlMgkmTweLxMmKxHofl+WoYEQNsMGt2Wkb0dMMDdLt3T/8uBnEfdLl7TGFcR9bwjxC6abuAed/YAyoxnih/DIPfsWpS4FnzgKpLlyFiWChq9gEs05SDGdRZjAISA11dQUHwgZNGfmjNUn8B0El+kzKREh2Iv6PN1sRvt6zVlXeObHu9zDwmaZbvRJhkd3hGUmH/m8feCTkH8Y1VMzu74eGIUEd9SPiuwy4G4fgTh3OK06unv37onBWyhXRolBCIn8IdKOwFrJIEcyqyQx9VsFRtOyLQ2udwP+/2BheVjgHCzp9IU7cmO/rH4rN6ekntoJx5h4nZLunGnZxiKV2p4ETneF2o6qhKjUIVhYZMFpKs/2ggToToWN3VPdk+oberZAFgmJMzE57moK7O8qrullRDKxhlJ/f7G4N66DHYrJQ+P4b41pALkpELfUHK7ffDRP2yjDiuqU4Bcb3Q737g4GK4ZgR88IPEXKiynEjSlOu65cSVy/jgmgfqmb6GYvlvasJNbKiAKbSL316mToKfj6/qvEvbZ3iDBmgAE/BwEhH8THnnhLD1lXY8YMENv/8OaFWbNee23WrBMn2tuRQP3x3U/v+gjfhzT1vjXRtm4eYUu3hC1W+dhPL7n39V+++f60h+rP50OWI00dkAzrPGfaGXSKUp9zYpoRb+W3m7sDHEPOr79C+6A6P34DqO50+tXKCPrVvkcPb499+e3fwrbMIYqOCpSUsFg1z/7hnevxRnV8Ih1093Dh1b7j0W8sXB+WbMINlh9lCois32FOwPod1bYgkvuNPghH5vSFYWHauntTfy9LLAgJuVhttSYcDtLG0vfbXvQoVZ0ILOvgsRrVx24gsHJ9ru0n9HIzs43Na9YsXPj553FxhA+s9LgT/hI1kNoep1Dby/RK5AvAjs5T+hj1C+Qtru9Re0Dz/NyrXp3Vq40FRsUK4T4OwgiINyIMBNxGrxXwMh6z+DmTtXCD4bAuOJK9OrnPaXh9efCziDvRSY6AiLstwcGlj7ijdtIZZimEUQgUTQUjGN4UAwVIVu/AaVKifZ5GKTKtI4y9io6Eo2dJLFbDFY4/HIvKWMNp2EiaAFoEZaYtNnNS6XLHfBo/m9dNS02mFlya1W/gYSIAsiq62b2k8VsTRcgsA/hsDJLbZ0+MokwZhb99931VsgzCyIiuRHd9iGPw2DJnwfOqfw0w4H8UGa717FoICWM5RVK54NV29yxkDoHPvZW5RyVuuavUdsx+LJUKjnRWDVWjScOSC5P4irEWcAFbCnb599TtqUhvN4JweC29ncFYQdDbRXwmNKbGEE6idEM8jRdGvlf8NnSm/p64H6vb4X6K0epENLJmO3eQhrSWGOQm12pizHEu0BE0HeykbZtHydAM7XWLTP5XiXsDi6jdGWDAz0GurZkpSkt5Pnabvg7aMUpLN6PT0apvY4NC2GMfri2aNx1p7dccFysC2ZfQ8tXZMWu+uj18+7s1qj9F215WZrabL1bo2RnMTBZL/1lFpG13Y+jqHMf1btVWFUIzaJShUCZGntx9SFuinZaOwOezWDwvJUPmm6x3i3f5MzS7zjM9ARnzIXahrv16dwIc7K7de6ooYZ8nFNJoeE0SQQCXvrIyOcjuAxczm+mUdJtml4WqE4HoHkK8WkXmO+goR5AiFN67p2W7UxB3nf8GqH7SOdh3qIHR2NHEDbXQGf7iHioAbztPXsvrqOEKLHQK5BnugWVN5xozh7oiM6lNZzx1Ots5ltmHc+ohjR2qTxs7i0t0y+MiUdokN0fC5g0l1WY2nis20jmZw/yWQKNCMZspHwIrckeTs6f+7PuXCD+LuD/SEsuNjQ+lztZB3M9H76LMqiROz19+mlL0ZyFh1HhL6RHKpx++ShhdX72d0laxgzC6MDV93q51+E3jOUJIyAkJwb+wefXf511Jxi6+y5eYUfwuqc5oKHDd/HjRhUrsYdkgYds8G2wofEX5m/Pcrk09Q4a4tae39V1zcLAoK6zx/cudJ0WQLIPI9mc3RwfBIjM4PD42PnJrN3QwgWUGgDpUIRrq1phSmf9RgN33pMiOmnNNhdwzZZOhejoODDDgfwsWouw0o6z6c52RvFqeF7OmiXsm0EhQLOuEk0e8xprikoQFnPlpgTnFHZulcMMu3pqhYMItLTk5KMassaOEq1wyoHUh8JyE3DrkJRaoBWlOWtaepAZGZpPAQn1T4LiWnNuUNxRZpjklZszhlJRs2iT3nZLulTDK4kUNZeYkYHfBMtKoBQVdkgQsH+eIXDMj4xiek5gxgIC7gnRKjN9Cs3TvjJImaVWcyiIXeRGWGOv5kyucGrWKT+tjNpEKQ4n7cudWMOREwd49B87RZWE+pBJk8s6dxLFXOD+FuEtX9RLGDDDgpyJo7o4lx8vfnve85PbdRQrMM139duqFWTNnzdq1y8fntdfa2w8dKi+vq7v78ehIW0rfhv3xxxP37//EdhuEtE/hkfDO8J3bsRERij9VfHTJ1jZ6W2Ji4vHqaoiTeeObb27f+P77kJCwsICAuXOXEZoRt57qiZJkaba1TJK9l5u7XTy4bUNfeWxz2507D+5UrImPpi30yA0rTX4Vc4TO2MICjmnmTSr27RxE3stPn9y24f3YumbhIXrf/vxq2tMvV/K6dRX3G3OC7Bb+7YsvRh/4+QmFERHV1ebmAQEOqn1/hLQy6arGPci4vyzo/MnoDe8Lzdp31VWAf+daQJCD65k9i8jF+GcCjnfY5b3lh9rbzfyED2/efPYMVz+KbU7FA9XZ9YAo0gEBu/rV9mBQMI46kZ2z9KvtgUZV4Bb8HcuXXUbIxNWAA9G//U4rSKucGsQl+qdyBeG+wGkRqYAhc87W22Tp7pnDloPis5Ph+7z39bLhZxF3MzOtcUXUijZxD7H1IfSSIjjYnQerlR9hFCwoNmBOI56ORt2p+BgYBA+zWZR9hCdcxXujET7LBnC84XNlgiC6PtW+GjPiYHLZNN0GuwOgdLljrPxoNwCbeBNhf8T0ssIon+H63r0voDVVaYP5bGBYcXuZGBmF7tSJwZFR1KS6+xYA3Xdu3bqhN9FdHxZBgWIjNfh520UGGPA/gwWuW8WZjJ2QsxTJzlG0e0xz7ievhNs4D3zuiKBOHVnCqe1cripbRn0LF/HF7CgoSmjCCOT+fDEjDiQurK8F6e29LCleHkd6O4ugtxsb74FdWQkuCBKWIjFPFd+ggb9rma6MRF0OdxQsQQyFV2bKdBLGOJ5ZpJ1aSRAwaRxJW7Gj6qhibRFXkfK07yNkspbZFf7tPv8pxJ20kjBmgAE/FY7mzaAZPx+zFSdS18KGPTg+hG0Uiqmpi4uVFZ1uCt2fbaAiD9y83fYbyHGnAJX4UBncPoWNH//1yeBf27erB/zARa6e+Ne/Hnny5ElfnxWERgJBxnSnIixwHWJJtVKWEBxM7MxpfV+NjLz1B5jGFBpTt7l54E3pYvFOUgmuKOG6nQctkb4aNhfSbT7+4ouBzXpzFWE76/ff0PYiTRLJ5Eh3x94/fJ2kZM1VmuyYrwjRTLXvo4WYLIOjNwwmlEMRYG2SbGtrA5HxExMPH2JLYvUQd6S2by3uiBzqauyo5yY8R21vzMurldfIyjx1q+0tLUYCGZSfdnUxO5oK0zJ0PqyIssuyimM6IqW1PN8amaBM91TZ2WfOnAPhvrbWK1Nyilu2wEIHcee4p5Vl1cuqIpMahjI3n6rX975eRvybiXvYxXAdxJ0TtJyyO/0dwihsfdhQ5s3DH0OFL2OpkDLLjPgO16ecoKz2wJvX+dXVFMq2bfgX5u//NaXvINZ/syyowubXNtF8jWOMI1qyb1Z6G7SVTcFh8ZK16YcOaVxlAd72qXXhdmpScLDy7XmXclFrkyhD8Ozpx08UyTJA3D8bG4QoSJQog5pTH98aHR0ZnF00MTE4+Bi0d2hrGv/xmrsSi1btzIOodwm1u0RwJvBwywKRwfVuwP8ikNYuyGo6V8X0Gkoa2lwTXHgszTNQUCjryExKGsqsCRZMWvhzMiaNisWNmdIktdpuPX++QMBm9/R4eRUXz1ddHRnu3K3MpFoG+5RALZCL3I8VM0Fbl3A1ix2o98WyTV2+NVh5HOntUVGZmZM4vT10sjGvtqs+FLvIOswvZDbEZQrwcYwLSupXRZ06hxsznj8/sqG1NY3QrG1U3ECqyiHsBXO4eQyt064Wgq2k3xOLWOHwG2/TTkJ2Dcj4NSRpDVHGTzjXSeqa1DpF19DQ1UUca3FtMBB3A/5jWLZuvUd04jvpP5Tcvnve2rcuHDgAWTJvf7jvUOxrr61eXVcXHl5e3txsBuWnsV/dHb5zp63t/atXr1aCjxyP42u+uvPFw++2oUJUhG37E+F1V6/SY2Ob68pTfG6Pjj56VFl5/Pj+/fn5l2lXluzwuBbiGJYM+js/oyapK89Z0cKMB0c0x/v8xU8e3r77RaywuTklBan51R+c3hESkozs8wCBoHfnHhl2R25ZUOniJZf396UI29o23rk7/F31ksVhAdexQr0KfDaTtfLZyYMHy8undHcP8y0BU8SE6tVTIFAfwlmX7HF5W1+sn59feMT+6ovm30f9sYHK0SLaIpPc3A0bmpufPLn7cX6+h/nSuaqX6CbuIv571CiwpGeyPfXq2kq1fZWTF6EyDgcuVw45vVFOMnGL3oksXZ1VlkiZ1o0GA2dnLy/IrYHIr0mCEKKBP99IzASZZpVTEnXr/5rj+N9M3Jea03UQd2gxgskPaI0a/waGicRdZFIOj6XE0HdHq3CCLR35t8zRQyn+hbluq7VyZQ5CuvwaXDR8iEssZbUb1guPXO64k66o1/W8+vEU/bv50ad+4fy2XZSRcWXc442xUWhQHR4d3X0f/O4To6MDNycmKLOByCMtnlJUNDDwE5m7GjvJSWwJN+t5GUsGGPDSAmntKNVrFWuIGcxF3/IM1xJFqkyvF5Wr9F5y+GnUDmj2iIMglanrgOPpiXzaZDLWshkI7nbUnYqlxAlGnSjPnYtdESw8u2GMjE+FQHq7dp2oM4RLVOHs8mgnlg0J0cT4lzSIqIkiXqeenroc7sUQr9ZE2H5WZsoQtTKR+BQpStuG2+DUo1W/FAoZGth8aCUSqExSrfZuMZROaRnnpxkxDMTdgP8YAhwjgED8GMywgfhHs3ZwuF+gRyi1dqUUTaNV0i+YTp/3ZNSqWmfEy6/8LYPhbLgEc7hFCY5dAHjdPT75ZPzu7YdIikfyvbI5tc/lOISve9uJwE/eQGIrbkq6kN2fySIfLjU/a3UJ3hss8/YnXFzc3KYIBI+xyUnXryY7XrZK+fBNStH9ffR4mjkm2W4KqA1ipxhuBSYmNJpSd28T7lXXVCKXO/GASxgtEQgOBQKzK5/+ZVGjPnuIufndu8rpTk/1uuoi7hkgk3cyW1vzpKeaXEW6SLK/peukIJhNziuQ+lIFxFuRCu7ugYEyWRK5tyDStzBnvs6JLObDRIV7Iht6GLWNMYWarF4s/P1dXcvKJBK5vKAgSS5uSsBkB2hgMT8htCwrmJ3Z0MUg+0q6z+jud3158d8i7hC2ckD7lPTq12dTSgkFviI+fXb6m/mEV5bmp1AObLuIf2VY2OzZxPcWsnjf7O11pbixNyLeoVxdjH1CCMvvo8zciz1Em2xmNn16Keb3PqK/TlmyfuqCCQijHzHzcVOlSoZdLE9/MjoAfAKI+81hSHMHmg757hMUyG+/OTYyMnFrBIaQ5j579vg4JL3/LPyO0ZXZKDtXmBMYmJbW0oLvZDTAgJcWHH/3lsnD3MJTbF4Do2dIXhPDLXN1z4bbuKxxqCdP2rinuwwWY2sL1zTBVmZka4FUHuPsrhBRrK1D04qLpdKenv7+bNWCbW29ILs4uHYTo0vWrfG1iFoEwZlxjCRZmSbOGWZ03sOKIndkY1YJa2sjo9bWgoJp07Brwnx3GbMgTpaDz29JK2lkNXTi3eTWlsc+z1v5ufL9aZCTs2JRFRXPGjj+53itcYUiwj0vVEYqkBAPrIoknUc3TX3EKVhb58XlYXbLlUgTNJK8iokcP7vGl0QWad11W3WceDUQdwP+U7B+Zan3lct19j9kk9k9u2jt2tfTjxywt9/ld8Rm5urw2Hffff/9ffvefjs29jjgEf3EiV0+X9y5962nzoBBjqikUd7bQagjhvHryWFhYSHPrjz86ssvHz1as6aubtfGE/uam8PDK1xcXPKrLy70WP/sb9/c+PZvWUH8V3RN3SJmr5CWcMPO06rXVG7cuM/PJ7yyMjp6x47lywMCgoIavTbFBerwdF8POE2Lv9oGFp728r7EgzvMS73nBOF4kf80wc5NbKq1NZ/v4XH8uJ/f22/X1V1KzF0MrwSmFJjFWKQ8nqpBgMcHx8u3rz5wIhw+z8C9sMM63zFE5X311eDgkSNtbfm2568pkuV1EfdisRNS25lGei3pCVD21kuKI3fg6uwIcHZGTkYpuYlQYoFFKFcClkgWCOQ5Wg9XU+C4uqIIAiTTOD9nKk/o7GOQjrKkzODnCfcvL/5LxH0p2NSO2BHt7ApVe6HWJH1gBYsnjCW7VVB+S6hgAiADHHGsTitXZjEtnHLCBSp+1VhmtxDsadiwHORyxwXWI5d7LF3jpjkJabOX1LmpqCL2zr1eBb8egAOqt27eHLg5iHztRcPj0NIEavvo6Pi48g40PPxzNXclFjm1enmJxfpLiQ0w4KVCi2u9uEGhtcvVqV7HnDvIcepUGQQOvwz6xZVq+xQft+a7onBzJydsaYiIT2X/DtzthZ5YnUUAZvQ4RgzOTjpfh94OayTS24mxzkjc4jGJq0A9w4klIezDovQWrc5U5CVfQShhRZsMmdD3TVzw0sSNOouOepwaCGPwUZ1gD5uoMB5zjiQxtepm0qB9RIuiGxujRZA4ZiDuBvynsMxkGxxE+2HMNn3Tfp/Zn6FWdJ4w1qWCngLJMiqtHenupqaH6Cfd+BAAE8XK0cMyLV2DWb1eWlemEr8ydi7WXPaoOzXa6iOXOrNZEAKD4tfv3L07bqUoYtXGK/wzTgXkftWfHByv2UYLhWgvwN4eKe8l3N+T2JiwKzyyNn8z9sVGVBVrI6ygedjhE7FRaFPPVHkD0t3rgCWthQ+7A5iSiM9jaT+3w+vs3KzKIfFm98SD777VIeQr4Oz82Wd9fZ9CAv4Rm4M08P0Sifv8+dMCJVWbVjKk1Jhp7ros6Uht5wZ3kvMYvH4xwS+ogrW1UiJHufGd/VkCnWdbrS1b0gILZZtBtkcC+TGdh3Xh/aR5FhZ2dPT2SqX9/QKdU1n7Z7hOBhbLqjJrC6S8jpgc3cL9y45flLhvO0sMYV+6+Col3V6rI9V46ZELlCPeWulJ7zfPo5zMJRJ3lyPTCY1JEP24/jglPVxr4gMHpk8nFpSUz0yfnsvHSlphHo9m25dj9XX+9dPpF+yvYp51+R4XZ8yIwJRElYZ9+FsfH2/1fsAOW7/ZldVTknxuotnsj7/5RsqIW0GCDPeiW+NjIL2PPp7YfX90FEpVxx8/HhkZBs0dNamOQFzkv0LdF8VFff55VVVwsJHR5GR2tvt8C50CgwEGvPDwV2ntNewGhdYuickqy/AHsb0sWOJF7oHb+J7uY7DPae3PBwG+qYPXw1Co7Qpyj9YEQaGcvHKlr2+Zmv1aWJadacxcuTKy40y2WpOxdk9rqhqKa2BuxWyactw9nU/FtfKqsHq7sXVgINLbBTi3poNF/Z6C33XG4Mnw/GxqK0MqJuzDLqivOfr7YoJgbmnJYPT2KMMlNEgLhM7zPYTwGWNPifxoJHHBsU5o3cSQE14JQfVRJOYzYlzamSYeqeMwMds9Td7wOx5hDAAZyFqjBuJuwH8C1q9cX7reI8Lnh2wys9euXWuanjrzbb/2WTN/O7OtOTY2ts6vfeZMpdZOB63dz29DotuOIJM9vlFH/9a9xU4V0w54NWidiRJzJsXSoc/3ZBOvDBUEgri4PXssFDeNpQFhYRdpe/cmrnmU0rxx32tC8MDfefDNtpM71l9bXhqwdI6JCKNkvyIKHCIzGluUT/AOAaVLLh4/Xle3b5+PD1Le937/5Y1vMydNdAeylD37fOD2Q5+NfqvNYiuP2y7csTwseY6aiyxg+q7qTVNxYqS7X1pjtv3Prx2Kzbf1uBZWKm9lMMq01v9l1xfT4lPqXvt08MPb7+4w9w7QRd6zskike08Ppfx59epZGxJB3CQSdy43D1JbkrwO6/WRI7V9JXRGsvXq2iCDKCVyJpNoPdTAgp8l9nViwUT9hCY63Ku4W8GCSGKx2Oypwj1tZLhupSZBBHAco8M58H+3xfIXJe50K0KIOsSd9sE0dK1XXwcjWKo5Jm5RiQ306ZQPcBEwCNFmqRQ6oTvVwaQa3G5aUfDIBOaIL2syjobHeWKna7TpmwTbfKnQj7LdDp02nUKyjQ1evkfvTrMfIDKJML1gM+WydzCJNz1gf8mVq4j5v4kaVOGw6o2xYfC33x+7CQHvY8qjqUWKlNpb6Ke/BMhkNruEG6r3wjLAgBcargqtfRGcM8pUa+0LIMM9D/Zne8mn1LdxS9csSPVisRqo9Ri1PYFaA2NOVFxHaKARWm7YOHe7Bf89LycIWinB3cqzoUEVSlkJLlB3dO6JqLdne5JZvVpechQJ74uzzCME6upMNTIi6RDdnKkMEpUQC0/sPFTCmj8JMTrEUUiY/D1JptU8UgjvS6K1ak2SGxgdhDEAWlOJYwbibsB/AstM8q1+rQiBeT5et7e3X23zJmUt9I4qtfYiez9bgFJrp9Pd3FSx7OYeHt998cWdvuP71Qnul908pn5ofp5bRSpgE4NS1UA1p7rS3B3NF9Ks+raP3IJelnSbdmGlFc3cG0eGM7gyUquY8LTu6Ghri5T33ZQnfx2/eyVXd8GTPz/GKQ9aF5LdDtJ3mc6DD+tje1HNRZDLnYW/w71q94Gtn30R5U2bcpdvN0eRsK3QWMw1/+TuE/jX+y090RxbXKMCSphnwqGbXDck4vvgibul5eSkTNZT0MOo2eOq00c+pbZLGZH99bp1bYWyImCCRV4qjYnBWw/VrwGZJlAgq5Iz8roi+5u0yqiUL7JuaQk8A5E0QwUFcnlTk+6qLNF8sFIW7ukg5+VJ5R3vCdJ0C/f/C/jFiPtHu3QR93UBFTCNHuL+T/auNaqpK42uhEV+BAiLhJIHGAgJCVAcmijyEpCiGBCGtrxUwIoR0EYQhKKCiFjA94MICmIEsfIQFcUWRSxqrY5StWXa0fHdqh21TKe1xWmnnZnOd24I3HtuYsfqzHRq9lpdlcPN5SYr95x999nf/nKO48MH15awdr9NbtuLIJr4OmtVFbW+1FV+psR210TcvcXlslg55Ih2QOOHHayPRlObmu32m79rHUXEH7u2mvXuDPK3m3C5TyJR+QVx6SwRx3h1SvkrOwN3bZhtIPKj5Bve+sAvcsLm6GZeQQ2YZRbdvnURYt3B3z5w+8qn1y7euvXgwcAASppB8xAkut96KtS9Hfq9sbMKCytCBlMU+kSsJ6MFFvxiERSk1+/bV0ho7Z2dHkVZoLU/B07y8MEMaI6Q181L3Xp6DzGNw9QeblUY7Q9ud4/1ezIMajvI5ck92Y6a7m4PzZ7hVkN8/kvhxWGdBbz2epK73dUhpaeNWVDgH91Dmspdva1ii2IKHLOotu/wA598guvtfH6Gex7YeKicNei51Zr2GDHJMk+MKqQx5Ze34tlP7u5padHF+ALb11xQEzGyL0CAH1QKtWBZ2JH8OT2MLh1eBWudvaeG0deDE3f35ry07bRVa197Xh6NuPP5DEYbnjxJEPe2PpyimyHuRfEW4m7Bz8DSSTNyTv0u/YVHJrcHB495uWSaX2A+6MKLhS4bp0yZuA209mMB48B/LkNa+1tvcblRUSJR44YzYJu5sOGL+/fufRGJ7OkGRDVeQH4azooNjaLdGx7e+vrzH46fA1f78rFjoXFqApLijVeUlRUTU1jIpy2j41+0H31m9/fj7l395m9NW3zOR8riGk9W5ZybO3b8pFDiGf25is3qPHEYta/x+PGvvkoo73fuNt278t3uKrCmJ0wiS/UIrsrNwH77vMfOOBslq96S3wRv7c2pR5DuPn06crlrG5qbydc0qf/Iq6ciA3buvOOz6tTDP1/8h3SmSR976Isrvrh/6dL8jydyRWfOuSUkwOlIUCobGoqKkvkTZiAR/30qcbeyQgX/qUypWZk8fEhtZ9M8eUYMKStESu8jJHKDTMNz3EyE/5rCdLk+gg3t9vYzi3BFhYwKqQ7kGfBbijPM5mv+SvDUiPtBn3QTxN3aOs4scW/1whg2UHSnJZCWjp8E9U4dJ8IaK1kfgRDWAHwDSCSiGtMRRnMCWVNkVFvOUe5rmIgf6rWO1SFrJI3IORxqLPxM5w7o7Dqi58/gBEBPV+PPY72SWMdkbxPBSA3Xbi0auH0dBT/euAZJ7ovA1U5o7kh1N8xHwYuA2D85UKfINPi/WuKhio7IoDVQtMCCXygUiogI5CVHWnuh1MhdPd39mYKhudc4hiLCeNDPoJZStGTonCoAFZukbcvlKCs9ldlDCWDX+1ZKtII2bBcWdRasoents5BlHl8dkJUUUt2xELOXILuFnpaOslt4eM9U5HAXCAZpKWhFAh4TP1Sp6DUhCirde+mtWIFpgJm/kObojWZ2C2gc37oCqnCNNtxhyOUMBlXPQ0DEPYuWoWGauCeKKy3E3YKfgbMcFzBYPxqLbFuFfi7Q4UWY7zOFOwVW/THCfJDaP+LuNWrtXl6GHHcUA0Pks2/85tI3V5uoKe4AFyGYzgkEvyCEn7dxTzmtEzWCDj+894/KWyQSSlciElDPBWblP45ucOLaBUJeeomwifsK54iboVhvjthfEG868u2c/bqD39yuA2t6NXc3ZzyWv4E6VUxmTB6q7US6ezUY+UtAd59KBMJ7q2D2wR3AyIUfJQuE3YoHt//07WiTzns0x1Xe+Prh3td3wacWIFpBzZc3bDAYJqWZztDZxkjc+RCwW1q6aZNWO9nfM8QUcQfnordVqW5TQUyqf1iIGbU90XuwQtesBuh0ejMRMWBbr8iqzINjPHQQ7W7iGL6rMlE/WMHWdZerG/ybs/GafcNB4MjR66XFbUXd2nJec5aV/leWIoPjsYl7VJRp4h6397GI+zY7VutZvB2qdeO6JaxTB/GTHFl3h7VjAbW+FDzmTYGstyZhfvgLF1is996jjh0/G8gaF0kl7lVrmjAR3ybno+BpkQtIz7Xys2fr6nbvHjmkf2b+Epem4fap1hPObhtTvfDc0LPu+JzIkmPvX1Amh+zx/+Tra++AqR1p6lCYCsGQ169cu3bzJlLbh4l73eN0UTWLLsD+tLQ0dblH0fas4tLnFd7eiYkOYHq3aO8W/ELh6pqYmJxcUcFm5+UdPtzJW48aZBOjen1h79bL3YcbiLkXkXR+kDIxvKLPP69G3akKyxgSx/lBicmDvdvLJeqCrDDl8B3p4DA42KaR1Ez2r0ghKesOvhma8vLu7dnk4imHxJBex65yj/UjL0dIDNd4aLXU1QEF13gIurs9qSFm/JRs/7RaLC0djtVtzW33xOpNg4JSU9XqFCwFzcHBoyuvCG/rMmsQGpxup2XKbM5iHMZPCy2h2mrSsvU04l7bre3DD7U+0CWJp3ltvL3NEffojH+TuOssxN2Cx4VS2d+/YcEfO35CbQ8eY5ve4XfH7+V0v2M7qpOmvOWyJD1wZ1xc3EHuXj8Al7sCwOXCP1uaAqYkIeydsvHe9b+8Mc6H+GkE4wLyWxAWv/PO7Y+rq8f5RIKhJmrB0aNTvZAVvr9/0qSZM9vb1eo5c0yvnnNCNDWXt/696qSoLGlLvt/8ltfeeP/D3WeqZiTMnLQ0Mzx2a01tiMk4xBcnNH5092+ffXZifjX3TZH98oT+pZlk3T0le2tuUYQnMdCfwymLzA9s7WjaErd7+fJJk+Thjv5dXXTmO37lhbgd+Sdab1+6/+XJ5QmhmaPorZH02W2Mrx9+H/Du4l1+O9/8aPnK0FCy6r5+fVdXSDL6s/0zIaJviLhDcoujIyr4N5/bEm51GpIDYnixZtV2V8XzIIGkIR+jebX9eatYSMPNFWjYPWYlcpi9HT3gRDGOYl+T1a8I4K5kp0L8L3JXmvTa/NrwuMSdyEo3Rdw5Tq8/BnG3cVoInUnxcHYwW7VCrCg1u9Haeq7XFtZr3KPY6AzuOCx6HeAMAfH41cltAsAMRvXTo7Qb/JTnhB2246gSvq2tUEj+Ge0IkKNzkPt+wXAg/GjZDtY2e/Q0kGxV/+2fWAPXPyXI9bXbEAO5aNFNAHVeunLlZ+ZCUqGGIGcebxOzHL64DAaP2Syudw8x43qzwIL/NVx9D4jFSGtHDkvpsNae4hst7obto09Um0lS70tWYaC2o2wZstr+nFUxrxw2TjVUgUsqRTtQ7Aiq2nIAEpjVlP6pCCHieMhKrzeht2tN6O28GIE7JaIG2eajwcsejTnJgxTZpnRt5HBn0xzuKKimmbbQoCtT+eLrNLoyE/QYJUTjee3W1m2QLT9sHxqGFUMtrqcNEleGjyLiHoa1iDVH3OXs0xbibsFjwt7+DXBpPxqw/ApPgOlb6IMQAKrxHVmZ03uE1n6Ce8qotRt0d9LN9RtUkVJEC2syIuPzedf++o+TogVOB2WRRCg8AjRj9fFxctq9+9o1lcqcZ0MKNSlGsmrjPIEjkiXBbsAiW6EPMqP0SRp4Jqq/Dch2F9x4+F0k1w9Eche7D0XLnMnTwR4mTyImzXChXisI3f1ln1WcqfugipR+jxpw3GvK70vqxpRs4b7tRvUDG5BNpN3Y2J+Ezw9l38vIYX7o5u8dYecG4i6fVVGh0dTU1NZmZ5tiEXy+EtT2yk3ztLyiXpNqO5/vkJhckaHxqNF21oaFmVPbvb09S8X+BdryzvVhFSYlcleHRO85Gav9i+BE7bqsFJOcHMn2+yp6dcyCBvVl/z68md2vE3NztrGCx1Dz0BGeHnGHGJXzWEyxeeJ+BIg7FroOj6tVO1gfnCeHwCCcA1N64FR76uDMmcHBTU3UMWXmtpfTO5ZRtpISJqwNzt97liJLz/2gpWRLP+W7LxR2dJC3qM6IltQdPDtC3HdP8WPFzZ059JN9nE+w3dm5cNJZIdkPv7AtuWqIfbx26RKSDj4FoNLUOoBhXrp65YnCZRDSwCejVhd0FhS0pzaU1+R2dbXHO7axe6UV4fpk70Q5dJq0SO8W/ELg6uAAqvqcjOzm5tTUw4d5PJ3OE7R2mOcdkpN7Mg41t6vL1Zrm1Z6G1Ae0HxtSyvZv1xbUNo+o7bBuhJdCK5WYef7r9cMrLJ/v7V1crNUWFPQVj6wBaNNX2tuey/NYnUKWdBwSPSvju/J0e0zo7d34bqxCASVR5YUp1KUlcc4hdUFePeYkT9y3p6tBs50yBpBK09IiInDiXlrfmUbrmmpd0Xw5TZNCI+4aj9wCbAwAV9aNE3c+v7mr0wP32vCDehgSnUninoUb6q19ex6TuFt2+Cz4tzF9en//1KkBfzRP3NEiWVdX0iFsEe5Kf1m4Y9u26ok7lrQeuxO5dqHsK6S153NPGbX2/Pyyspwc8s2lT9E0MDUZxi7KGCq+e/jnv/795JkLogVxr4ASP5GQ4Vuqq/fuPXjwo4/u3//kkx8T+vttbORyvNeMZ1ht2unsFOLLnjnzxbNn4tZUBwghU37v+agFXme+1s77hKppk16aHZP28PODZVvyOxY37VgT9+rxsf2hmfIhmbx0cru6WT/yHmxyzhK6++sTVy1oXOZ148b69aZvsbk5p75c/Nk707YkNVYh2V2JHSYtKEhtc82ccCRyynyhMHDv2uMT+vuNpCYkJC2NXU8l7nKi4B8rhyVjlmI7qO1aifkAmCCF1ZDa3meu/RPSBhzBFBkDpxnE+s+NYJa0nglx7JLaiGLzJwoB2R76owr8xRXPjlw5GnzagXbkSHMDnhpxj4IHZoMMTYYZ4o6y0skucgMS3HxYLXb4rsB4ziuYKZ2AUMhi4WPIf4/nyoiEu2zjKPp6gmgN6xiH8lEgQz/Z5Z5pk2/bQRLvQ52nwKdnPGCUzUnQByKHTur83irWg09vIXZ9g9DcBwZu375+HWnvn302xNwhXeYJqTuq/Oga8rkX8DxUWx0dHT3gfmDAFzlVJWbvsQr/9UYiWfB/hlnSUnEzGNPTJBKxeCR4XSkvdUfJMjGSNja5TQnaj0UNORwpK0SQwhMm81yexopCWOVyFAbDZFKjy5TyLNiLzVNlYGvDAUh/ovcmNejtNBMlss3jXU6srcNU3Yw2WjnVIFxb6nDuzTCQw53unK0EuZxu2cwG3e4QbfQlQYzKRCTMPOiNgjPpWRAODyVj2CgU3zDmsWk6PCLu5Ax8AyqknY9F3CXm11ULLMDg7GxnZ5azExiDdHRwkU9zgT7/Pu+Cpp3PXSOKkq2CZJl0n1Ugtb894nE39SfQF5jeIMEIKa9c4EH5ygKx8fJCjVhRJAWL9U7rRrv3nM5wJmC0wdr6EE8tYFPW1FE2Y71OOi20c2HVlbxz9fr3D+kNagzwh4R5VCfjZr9OZid8gSV0WSMa7WaIv/D2bWPw2Ph9GApvcwp8HAN37168aM5xopRfzv36y9/DCdOFa0XLMLf781By0070qRjlvNzpQ2igM8aueuQzk0g2MYdvc4K4p4gr1erOzjCTafdICEmpWA9qe2dtFsV6OHIENECtyB5S24upwogRDg56vWepI7P7cB6cJpwm7ALAIzlLP1jcy6w9XF47ubjU1ImQ4gPO9lKdf6e2gNeWFUK4K58JVJ15isT9PM2eDlEsrS+YIu5Rr7Bs36P1T3pxwjSWSxNO3GeunMjqaDqDjTq/fZB14hTJgm5AIDT7xes4olals3bPoA42HptfcrCfbJGftKKsrmU3xT4jElFd7vLMAOG0jpFn+6UzuUvymxrlhltlVOarO/1KksYb4iz7vzv18oMrN5EkfgNp7kDcL92GQlXonQr5MoTWUFf34PbNJwuX6YJmrSCzEz737s74oskajcZjkxqofIyaObkttq+0Z3AOSO+JSgeL9G7B/wp8Vwd5YjLMw/VtW2FDU1Jbm5VlyG1BGvzgYH3v5TxJTF5tbNi+Ib82bJLqe0qbmQWHC2p1wyuEYVUo3JSqLS9qDiHReaVycNDDo6bG3/95/cj33NV1TkqsprsmvtmKvDaAZJ+hYda06zBRekhvxwpA5fI2jboG75jqqoyO76zRYeVUrg4VqXk1l0f2AQwwONyVmMM9KMixgFeAr9X8oEI1LIrYqHVQeJfWX0wbDZrH2NqGM2nvOZMZ8VkHsNHknjBGQy8tCK+nh8HIyKCNZj8mcR+K+rHAgkeDzw8NPX68yWBPMYM6sH7YLmnd9c8xJ/J37qj22Qj9Ul2SuG++ueb91461CieeB6l9N/K4BwauWXPkiNIEKqSpXamqDDN5gD0eeTWfpBDm7iEoJ5zLyRGJysqSko4da21d/M0bO947uLvxaNVy8L4vXYq0d8MMEh3fLdDNIX/bXTOdc46I1iVVt8xv+eb6X774/viEhITQUHhOx1bc9Rq1oBDs82MnNMbtDQg84bLxFMTCz0347VL5qOSU0108MZ5nY5NztGytUNjacffu3Vs//rh0qSkx30Gp0n79xRtNkG8fyH3z7PLZFLd7SkRbGu8AmkCDZo4VxeXnt3bYVV+4kJCQmYn+GNqqH/4cCOKeCqmzjvRSWAOSFWwQQpDabs5JjtR2ZEl/pNqe7c4EXy+PWU8LsjXCVb4vollymFHD3Co125AVKT48iP5t4GXRdJVfOTiQ2PLUiDue3UKM2wWaIO5K+6nw4EeLYbe2fh3+6jLaKIQ80nqnLnU7gzU7NRwKx+LP4ChXBt8NWOb0Bmsih2yRd7UZbZtOjYa3saG73F9nvYKajA0BJd5M5BhTJJe6xYEfz8j0UTT84r9+i8TwaxcXBd++feXKAFGKc+nq9SuIuQcvqoP/bj6h6E5ADXZbCXjdgcfD19hRLBZvZ693TIWeBgwoIfFwjI0opblmLbDgv4Pp8jnuYY5F0PQ0jdcu3k6uMZJK20DPZoBuTI1Egt6f0EWjmxlLSUlXQqMED9g6Zbpj7DoiAm3vRkRQR+f4+sMd4R9BVYaC5JuhRXd7BJ7QYkZvD2MLsFB4BM+IdhOqNgpzNqNqm/aR07PSX7KKNXFtKMy5JgLfIYBd4sPgUcXXLBR+QU+X18O15VnRdrfd3RkMeg9md/a8xyLuMdTtDwssMAMbG7REPxovg9ZuC2np2yC7BTncfwdm9ImE1h4JqY6iYY/7ETe34YB2Gv7+w7cXv8NufSNc5athWwsPlBqGWPzniw8fymQ7IN4c9UyNlDVyZgw5yGcpHE0WkCCEejX+6T7srgcLA5EDfyRl0gC94rKAqTJeUYLbGScflyXwRrfJOKC7oxYwGqwHMwLfpp/TOA5KEdNvy2TOdGkUEA1kulfxov06LmTu2L7F3TAk4yO4yj0FDY4jEVNyzm6XY9CjVSgSoeuD5kiMA8ZNSgtx/7+BhbgP4z9D3Od9i3j1tYt1YJS5cqWOUNqvUoj7pxbibsGvGxbibiHuFliA8N8j7t/9bOL+d/GNi6ceLvyFEfdL6Y8i7n1Pi7hvNXcrK+XF7E6YZTW0OWv4CGJ6ThN0sh9hSc8muDaPucdsdrVS4cnWCHLBy8immw6NQMk3MWAR1jgewFIDngk8VeLuQrOnPzZxz4c41ipazGmUXQvrFOnLaMAMKLqmXSEKX5dhdB7lyvi5zKWM2TgvZAUOc2wDxkJQzWvUfq64y93aOkmYbjuadIVlhFne6Ctzc5rI2uJl+FOuNstcAm39iM4BjIsXB+pu375x48oVNDNdvX7x4qXbA8GXrqJ+TBAW+RO8/JHogq+v0efOYzKZRap2Xg38W83zF0e7l0o3s8FMBvcBUHimRpzlLjV/N1hgwVOFUnEgQge2bwZIJ5qI1eQQGIVCLJZIUGlGmHsyyf6N1gfUszpPVU9hjq7yCuCNaFWgrpquin2oVYhKhatEntAzSS1ZjaXJPKeI5sUwNg2FJo8gHGi7gE0zdma7a2FtwHUhva8/BLDjq7ervAeenv2xUQCPZyqHebtKApZXfC8frd9bSfESBqCsdDU9Ixo9VBygpbij6Au6+37E7EoBm20h7hb8V8C3SXBysjVmqT8CgUOh6y12XIKypwN5X0NQ9mqg7H4EZZ8hixTOt7WlhbWT4NdKdDsEtBA/c6GL6gLOq/ZznUOtE333COapaEXkRjSrYgSeRC+I8W6vcg7KqqExPLqutagNa7HKxDO7AdPlsyXzunkXwMiD3qidnUhE5trZEQ1wW5EJa6jzaBHXZRqY+b/66HOGmknvvjCEyspPP50/Hx4jXHZz+m2ojppkKGoxGPqVNstESfDJTXM5NaxKhgOZ3oQb+tHTk62tTDZ37mFGpXhofrMQ9/8bWIg7Cf9R4n4Nae43blw3EvdrQNwHLMTdgl81LMQdwULcLbDgv07c//YfIu57HkXcU342cV/w8MYjiPsP/xninkEj7maAZlOgyWJfMxEwI9OzWdIulxdHdAJp1zj60uYsI1CzvVpasz0MVlYoiEAiyYrQm2mV9avHzyLutra0ccKOYoq4T4WS8Nec8MJvvs1ydDvRjrZOgs0pclK6AW/L3iIZUoxAVpTX7LFRGxv03caOtF4I991USm6qtfUGuF2mwC08glHOU9FuHPkgulkG992MhUj4t2QjnyB0dLX9ytnwkCF349imu4yDrodhEsmtW0DRryPt/eqlYKDuNxhXrg+wBoiEmduXbj25XwbZZQxmmRjJJiJf5jJQFGSVUYkjpD2+Pe59YqDwMJIGUdOT2X3SDNN93iyw4InxktVq8WSJFr5rPMfT7hmkyZwP/auJnqkoW0ZBCYEhLJSwPtQ6SinJXkFypMEIiOmcuiog1pgmEOC5KEp5pUoLkfAh2MTu7SuG04hptjG0uHU50roTpfh2Czp5KdhJHOSxEC0RRmsZEiLWmDOj4CYe9FZTGR60QJggOVvQraIHOugl5aYSov2heQP9Fg6Dvt/0MLcD8BaZtFGCuNNHEXEvpIWrWYi7BT8bco4IIk1+AunCO3Z/hHwU5B+RySbCEr3EZYqokRPF3UJQ9jLIk1nBTQLKjqwytNbrOIrBQxJr9aPbBLDOTBVFOb0n+woIPORXQNNTv53QpelP38MzwEr6C1HrBh524ye4TRV9yG2Cqyv55vqV7384jvdtJ+Dqm4HaOaN/urk5Obm4IFtKpGyGm0HbQ0FSPTS2aQP0PUnYCtre3YV/N3laYL0CAZPp5sblnoBPYi/3+NAJDUBvtG/4fp1tH+UTCEk8G53eBoITpCg15d9zdpbJ0MPFvXvXbgwZAS3E/f8GFuJOGvnvEPdrRuJ+AxF3QzSkhbhb8CuDhbgbYSHuFljwiyPuf/v9769f+fJnEvdvrnzx9Il7Omvgwd2HnP86cf/zTxH3EKvLwCs+UXma4dtBQNpNT8/DkMvBTU84W3wpMz4ZL1mxifhflXuPWdKudHdH27RMJt4l7xnDzyLu9KR01IL1NZPEfRl4R+jEHb42cBYTxD1OVsJaI8JzUHNE41hvOOFFq7OdfsfyE72KjVqjW8XZmeq2eVXkB6el3qAvciaymkTUe/9FCGPtoMawGswy5HtpoV0HmGVGbpuj3NdYXPvZQz9lOu+2bRkumg31usAqkRGFte7uF++jbqmIY9+6OYDI+kVE3Q2oW/Tk3ZgIxAB538Q0mGW6mY5sNjtWrCIIfA3PQxwtDZEn+1pFZDlOhtaTQOElDSoNO9rKylwZuQUWPBaeU1i5x6p4gv2MXMkmcQSF5k2XJ7vXq+IR00Y9U6kvDLFaD1w7V9DMTsFEnefdHaHKusExAivdCrKS8grQKol/eVN820HYWR9Bo+dSR4GEx6a5SBBtj6HTdoWiALw2OG23ti4UFzDEpO6uBiT6ZsFJTGx1o7Jx+mg0NA0ppC2Ez7tPZlyW+mKj0PXblI3HkOJOz2XQSdpNVM95MvMERbRRa6Rd0UcRcaebASzE3YKfBaX9WeEJc2TdgF3QJTUfajVftt3CPUVQ9mkuXJFI9CZB2fO5bxKUvRryI+7IDpri2qZR7MgTRNNueERwcrxWfP/l9eu//xgeJxa57PTZ6+Tk5TXia0HP7B4mO6iGOi/jnLp3/bMBeKgYJ4saMsaOALsfnJ05nFU+L7NKgG2v8PrRNw9ka9ORLEvdNtz7ywsD4AuKpPaTMcBoasu0Ocuxg66zx1zWccYPmXZR6wZqbL2Nc47TXijt9eO+Yu8Ftz41tt54kI1IFDgtmPXxB1728GsLcf+/gYW4U8f+k8R99f2LyM+O2LWFuFvwK4WFuOOwEHcLnnH8Mon7BSDuf/ngZxH3h/e++U8Q9x/u/eXB0yfuy56EuCfrY5vLD0MhUmG4N96V1QDf4spOSQ2vsm/wJbmDqSOUyrCwzs6aGo0m40DyLNMNYAc9e/1TD3cym3sz9LOUriYO4iv1YVm8Tq3W3z8jIznZdGenZwb/M+Ke0LGLdWIlLT5SdHAJ6/11RhJsxPLR51l+205iozajo1jpSeuwUeu1a1msqVOpS3nC8jusYwHUtynvL2Ol5x+kjE1qXMOyXbCC8tKEkpLq6n7SyLmjx+omfjhyuy51fq8k8A1jBSvfdW7c3jH5Z4aeCOQJv5tS0nIW/rRSqVB88cWiRbfAFXPjxs1PPwseGLh6/bqRutctGrj+6RMVqRpaMQlqarS5+wVaXioz3qOoXR1To1XX+q8/lNXLbtOkdmrVku68+Gbd5sKQQUV44eqsWFVRZ8HhwxJoitPcHBZmFZKI9YmxwIJ/C4Oe9VlbPfLUh7V5qjb26gO+eu9EZZDxyzTLs1Dn2Fmglaj8e+sHB2fNciCJKp7Z/h6Sw90Nsb3wIsrsn5Ktqy3Qtvv3HRicRV43pisHs3SHJTxmoTQxkTrNZxd3qtUS9wwF1n0lJLtSW96ZleKNtSIL123tatAcmoUlsSmV8fFawWrPUdjtMOip6vKo7HHArZ6elzu7PBQvYaPK7Oy0NLpRxkF5uctD8zxtfSos4nVV0k6t3xzNUFfsw0atnw85zMjajGtTQcqtafFttJZK1qXa8to22qj15ctdXfTR3ma1GeJetA9/ixbibsEjYHNuatLExYuDiRYmptHasQQaLo0JDqget2PbNuELwo/HrX1lQdkqu5aWlp3cMmi3FMWt9gt8d8eadaNH51RVVS1bds4k6GTOYdbpzoZuNtYoDTVQU8rlk370/+SGNqJq+VyvqVFxkZHV1R0d+flJSSJRVc5Y5z3F83LZYfR8cL6rUp5gVfnnr799uHvd+xPfzX99Z9KpM6+uHNb75OGpeQ1MI7N0dYU/NGn58g2itdx8v8CP//Sn+9fqQ0zll08flbKn8trXD099Na6lJX9L2e6RUxKnlavVkyejFlZy+cyZOVVrVx1rCcyPLFu2Uglj9ZqGrnpS51C+q9zmtwnHF5wKbFkcGHD/1releEc2dBA/MzMh4ctb36SfWPyKaeKuV1SqciFBoNhsCExIhAqiLwrEe8zJ5Aa1ncFwfITa7iuNBbV9HvM0pUs2GXz5S2wdJAqj0+DKxrOH/x1xhyfwE/QHZ5HTElrkusFH3mJHCXcB2NiLwJJOZd4AmQyXyKGNqfNbkCtzhDI2yuYVcLqVUcYmcaCjq5OIPIRc7nZ2ZOKO3uo47kgE/CibONsWlw3DP68UrSLtBCyVvc9K5xh+mv799yzWzZtIWUeaO0qXuX7ls+H56+qViz9FzR+NXBRmTeTL5ELohYdKRSif+wWpkONeDw53DQ/ybSAGG7mOUbZMkJVnRLSqCKXeIMexSsVme1p5P6v1HhY8GXyl0WIPYm+nG4oqPDF5fJa0mEhyz1X5u5fiEnm2ey0vDTaL2LRMcoPaznN0x043Xe4LQStpPCadMRZH1EC9hyctJAyi4aHeI4LSrhzBoLfTpHK5nMfTDkVLkOErvczwENN5agatjToCbO0yGPRtXaX8ExMOd2vrPZD/RGfX+ohDDDU5/d4AQ4o7vlo6yLfC9eFB8PBMAIUtp2mj1kymQEAfRfsBpom7ilYfYCHuFjwCNvYcu0f2SUVqezqo6sGsAB8EITjdt8miOHHct4a19t2guyOtPcrNzW2u+ex2UyrsIahHEZvQ3IGn/kYBVSlaqafNJPvRoo+4XDs7VMBnZ+fkNNVrrHOG9LCJBg6GVz6niBVI/vA5eO+3gTV9mt0UEcdtRIVMZtYKOqlzHJLJ13L94A39/o1bt6JpgU1DL/wxlqH+/OFQeM5B0ikJSCTM4SqVlW4y4nTV3Co39JeoLncjxnMWQv79g513b36Nt74Ywbf3L71Tx/rKFHF3D0stiIlZfyg8OXFYgiFD4bm9trsmT3PoQEqiSbXdWllcbFDbDxyYZUZtD8lurm3QFjB1hSHJiSZ73QbpB3VtknnqTt0hdBpX0/WxzxKeKnG3baVEKRI4Byy2Y9sC2nh/wE7WtGUT8GH70dNYd7Ytx0ZdlQdZL7fSTqIczQreNQUfrapisdauJRedosdP7h9LFl3IJBto+PypU94KnrJyJvlAeU7HifkBlJfyIyPHjDlKeph3Va5tWvJCY4LxxuTz7eO2LKoWGd/8qMxXmwKX7DA+Li9d2fRuy8aVxDNKaOjEiQMDt4CfI819gLXoMwRUnooQvOjS1ScqUk0jkCtoKChXl5drc3NzCzw0lZWVRXnlNVqtJNWjbfvmzZv7dM3xeVqturw2fr2uePW+Qf1Lg4OFhTqdStXZqQbtPbXWsbk3rCck2aK9W/DTUKRkF+v88+aptZ2p/m3szT2KZJDaR6bx51I8dY68Am15XhE7+kCFtzf0/h/+Yun1xWG1vMPay0WbC1PQJinpxIOebaC2F2zSFe6jqO1QY5odDV/VAjE7OTmIwsOVyu3N6hoPTUVKEKarF+pStXma+hR88TCjt1tbazRpaWHZ+DrirW9r6CwonoQ7y8LDtqa19+Ety/nKlPJytZq+rVvY183ozcBXb6U+dn97Jd28ua+2Vp1KX602RwsYPeH4PRpe4cGo3EyT561Xp0na+mij1nl5tbX0UV281gxxd8Q+Vwtxt8AsRiXMKDu/ePEY1MfIHGnvsC0JDv5gI0jtO4S7du2qXhO34MPIbR/7tWzhvknS2qNAaz8pW7Xz3cA7E80i8HWE/HyfpKSk9yPjwGlzNqfKy+Pb8u4+k4TQOrFCU9TwSUq4UpmZGRra3z979ujRjY0ffjil2q/jtZ13796//8M/TAU48Pn7iientf9jT2h/wvKqt6PeS9pxoiWguiwq5zj81nWfVBBTWUl9gVwOfyDh7Iq1X73+oPX1KR8eWYlncMBRQT2Vl/erxo5dvkz03padJwLH7T1zNnN4romI2L8/O9tAzkeNCg0dv/yMaEfT/BPjkhac/dG3iBF/Gr/tR8lDE5ZPXVDdNPDZ33aQT0UGW7z/2g8XQAGlE/cwthqEQHaEOV9KuLSN0FVwF+MIlKg3HpLJFSYfgRAMzfbmQcQmvplnRJDieUjrJdqxmj/NM4WnStxLbMmdSA2YAMR9ml0UbbwfnsKnUTPTEc7ZTzMp3MdBRzD6SZaxgm2r8UF0hVwulbhbW0e6lLAaScZ0hKPcAJaPG9VQfw4K1j+gjBAS/lTKwzwKqVlACqmZgHnwR4NVfufw43K/3UbbQLeh93T+PIt1nxDWkeZet6gOuLuRuLNYD55GukyuoJvXAL5alC/TrUJdVMked6l0Nfs0kay9X9Lt2OxeCMkyMKlYWbHZKpUErMEonsZDtZ0ttSKna1tggRnM8XWPcGSibxjqHBBBa9mZ6Jth0Np5HhGb8RwjhaIP1oY0RryK2jkVwVeqgVXB1ITu7b4d1hMJ3fYthzSZXDB+K2hfXaRI8RxL/129HUnRDEapFX54MjRObOCV0jLRngdOu4kmavHlKXCZJhzuhpx0/A0/pzjNSBUX0o7ex+uUmGDXhhR3GnGHvqnNJjac9zDU4nraKGTMj6h4IzjNFJgj7rRRC3G3wAxGOS+D3iiPRIdwCWjtLnbVoLW3IAVZJuLEybZBd5S3uFFDWnurMEDWCFr7aNkqYYdth/nkdsMDQontHfh3tc8ayG0/41VV9Z1aK2DTbnwDwh01gm7yZpabG4cjI3qmdgjv/f7mp5//3bQhPVzqz+CxUZ3OUrfRojhIuBsjdIHUG2SRdVVUCGJUKlMvO+5Vxp0/MLAo4PzbQ61YqQgRx0P/1JdsxnOigESUuASIVthkGn9p2L0bUdXlNlWcaiA2LnYHOS/SXO5G2NifhKsLfvAB+VRkoHnk715v4sQ9JKS2VlujqawYNF1xOickzD8VdJXYDF9MVzFCmV1cm/potb2HUNtTPaJBbZebFPWfA0F+snpeQTs4LFPkctOneebwVIl7XR1ePwp7NaPfM0ncQ8/7sNJPHsWHl889wfK7g5d7gIWmo6SuLAH/2s39o7BuYwLZxgJQKqFTQiBe3/r2OiHr1FmqeX7526dYLgep1a2zy96v24Us6SN48UUWa9tE8l8ZP/cD1sbfjTx1jMpsbDo2Py7BeCcuHX+ypHUHmMYI8Mcvm//6jh2ZxNWHhjY1LU5/+J22i4F87mCWuXRpEXyiAw8ePFjEqgseePDERappaQJtblpuTWdqauqmy93ge5dAIKRY3ObvUdCgVTfkaZqzNh/oKdysWx9fC8r7vNrLlZX19RWgher1g4PSwkM6jSoPtHe1JK92a3N0WIZFe7eAjmR9RjZbV8uTqMvnbSqK7ZUeCCek9hFOC1p7VlstT10O26C9B/ahiiLyvBsSotOpAf6VULTkHUSZtueEsP152jxQ2/EJPUjv6e+hbaitrAjBHTchIZ2dMTHbexXYKhGkjPAv6IqvLJyFb+f6mtPbdbr9+3t7E2mrvTi+W3CoR4+dxkG/Wd2QeoimrMv7DqWlZWdjozBFqdSpqSG0daqiL55RWYEThSB9dpq2ORYbBVR6SNR002hGdB6DHYLLhLNCtjPmHTKRxJCWZpq4q7vonlgLcbfg38aozLll5zs6XnjBPGnf1REM9HjLtoCmE62tu3y+ki1cGxkAWnv1+05nzqyAslS/Y0NaO0d2fufOndWydWdzEhL6zWI2gZXLq44ePXqhMQqI+1fwQPDB4nc+m5//xt41cVGik+eWDy/TCNMVIZ3d3Zf1wxa9UaPk8qVL0amqzn607u69b76Z/3p10jpRzjmqFujqkCGeXKPyHARrujwzc9Kk2XPPfMSd+K5LflOkbOqrfbG5ucXFlFcYXia3Cf2x9MtP791tOeESsDZuGUZqlJPquzo1WUig73c+PnXt+fxjwj+WxZ0jyIZSmZrK44UPL8Z8PijqM6umnjqfn/5x05++/PP+ML0Jjq1UTvrxh4fXLy1Jz98oOkNX3cNT1IxmHeiMVOJuZYV0vErxJDP6XTgRAjOPaar21wAUgw023Eep7Z6E2o6a7ZlT25+zKlRBsruEBw7LZ7sglYynStxZLDpxnw0nMkncuVOGrd8krHQD4o41OUUQQTewhc743tJcFz/WRmoIDAJKTsUHUa5MJIfqGRvrtYZ1TPY2ZWy200L8upwhAaeJ4nJHlvl3fexJI9Ag1vaV4VD4UTajbXe5GAPh+TYrhS0uLjZDV29nl/7O59+hbr23bt4GX/tVgrh/dvv2beR6r1sETVV/ipr/FHKHXO4I8+DnGJ4/pMvoHD2IXO15KkfoYRluJWXHMlPhtyhZRhURYaj4UMorrKLZGlWDZD96oSRepWOXWinMdF2w4BnGv9i7+qgmrzt8khzyR4BwSCKGr8QkJIQPT5qIBCgYY9BAIIUCApWIg4hgESfqoCNVRAUVEasg0iBQWhsaQYpQpanOahWmVFddtzpqnVXbaWtX245u7b5/NyGS5L5xbd1385xjT7nEayDv+97ffe7ze57O8Cr+mNV2fQ1bJyvlJ2EKy8WSCquX+yCvj9aG5/VSKCwWCv41cSYJeOMxIPEtBGx7QrgYDoz2kc14CAGFgjo8xglk36UwGZHwG5mbE/Lt6J05klt2NIBiVuMSxgp3TbiCvZUg9RDVtAS5pOASza4k46Q4rIQQeer6YyEf5ilnaGcQu7ij3FTcOCePoiUyc/byQtZq+CgU7mycvfMU7h58Y4R6r/zHbDsq3GOj94NPG1JrZ4HRum/gS+Arg7j2VNC4vzjFtZ+H/NRA0Ljvcs1tIYLIG8ng8+lroXDPBe69d8McIMbi4w6HnQ3Ybc1NncYSkZK5nr2eKNDkgt/uoNtvXYED8RDfsIATfo+5fB/dDY4OUPPA9SYZDuxfjN5BP9M/ThTeYEOZ5A/X79wpAil/Wtgel6KGKzLAk8TWixIajOJhT1M3MHb6TRUbZDIPs7ma5XeWMZda1Hv7N5/8+iQWLmFD+F++unaV+qzPDwOCcNa9MzzFlp46XbiD5LCLyRwaGlEUlC1xDbJH388TaNTMIYtRIYjKJFQhccUCucxiUeurqpRKZz2jHQNijrzP0q4uraoviJxB9BL/KPEYi1nZJ9TSkqLyFi/x0Id2fNvCnZuTg+44bByaL+Jg/JsX7huzRqlPpz7nOiwS/Yg6ZwPSiTnjzP5e6qILrtV4DOMAdV0E9u5DQubMOZXoLItZsOkN6pY3nScWzfvZI6fjzzqPbV5N3dDKcBySSmNjwQBy1vR2L1RaF7uuKHXW9BNg+7LcR+Pq7L43M7nBqaMbQp6b6snlzjuze8OGs1P/UGHhlvifv/XnNjOLTbpx7daH1268e+PW3bvP3rp19dqtR5+F9LRr1x+ySXXp0mOvlrPT4YTw1ZShdoTKIcuqbma70cgyccyy7O71uveFMpO5o6OkRKEymyYmmMzKypqari5+rZiizCwoSEoSl7Qp9pr1shZdH1P3fo28uUvBL6kvyPPser/nyMtDPc0seYvOYiELTRyFQVw/WdCZN+0gAyV7mbiDJq+pZFa2GDmGqqSBzLwEh8e7VCoWNzRAxAlTq60QK8ucH+xlUW1jQmYfuVkhjsp0eqDPlCr5pbpKC7m0LUrpOCFCRweTabF0VEyzZzYszutgrWfXaEvKXOttpcaY3i1sVmJkD5+fnq7X52GOEhUdzDU1XUnY+dOAeYItFGO9ptLwoW4mcwa2llJKmEs5HbhfhUHH3HoSWwYjG7tI+yoIWssq2dlq3J2izbiV1IZNklfCITEFBCfpJNIYQcvqGFlXicvkPYW7B98IS0Qx9IzYuCeeflDZ/vgjbzw/d25v4ItFca2HQZT+SsjcH23JrVubmlrHaH3etyd3Zyr9ubW7wppaW1vTwg6eWXZhZeJyYrGHM7jcFd7e3gsX5gQHB2+Gqv/CqdkRH9/8zSd/PFtXV83I7enZkhx2NjWIvmxWjEi6ZDFFYKk0mqXYJt3bOyfn1Kkvv3jnZjW8ieQDB7a8Obx72fxEe6U9I7Of2a7T5tlvQe68yzGbL5yin2uCd/zWW7dvf/HFAH4PARKkI/I/vPfl7rcDFrX2vBK9KGj2dpG9Wpm5JKnLyG4Xo9tpptQ7cfuFTbt2paU9+WRu7rJlIlF//+DguMGZM1/hnRgzO39XU9zvrlyJ/ePRy0Q6dtj8f/HFF79dtGjdG3E9qUGXnVQKCQnqdqYFHoLThbtIhGximUwBphW0oThcAdJDNm/MLVFuY9uPscYexLaTgR50DdtzxAwKH0iaNcwaPnZq+T3Hty3cZ6JkUqLC3ctry7cq3L2B2Xbxb7HhR4TT5EMS2LRXuh2JYWnU13HaHjWH73EKFoOXznrBhSRHOAob/VGnES5kuj4FYadOYDAecVG5p8Ie96zDHnzhrFFqfPSh+1/Pi9hFfTnMvi8JnQUNs9HRti+8vWNDinxWb9eAtvc6eMq8e/3mzStgCvv5lWvvXnkK6d2vPKy7DIlUziu3ussMspngLSMEr4o1Vl/tvbRSFQ1OnmzeMmaBWBRJEQPzDtYSJBKbLZNpVOKpe1UqGqAoaEbZkFUsXw5hrBxamyDJzZbeg+8NwoFpN7Es1nYIJrlLRcH8W1BCab+Va0fXXIfEVfwB58B8vi07lc/HOymipth2Bea9gHK1WXDpThCVoBwOWmqSMPI+L3wMUg1MfFyregTStQn5dmSZzOHg4x0cOFQmmAjOANhGrD8LKdzLifjsCv56UqkAr7kVPAuzDRvtVDUTF8bELu4oNxWXxHQKOESprqhwpxGQ+WNwVkd0IuAp3D34Bgj1vgAm4g8QySBs8HnG94OQXmDd46KbICf1g8A5sESvBa79oJVrPxBGn7UpYreVa0e8O+Yd/c0xI9z8yeAXvx+ug+TUt8Dc/AnfVsZoQJDfSkgpnQmcO5NJaHOOFkEW84vBr34WxgiBxNQ3orOCZjtI04lu+9BZhWFNIa9TH71z5/r148ddJ7SBT2Muba6IoC/yRXb1o/T5Dt13ZXwTyeLQLSOKOBPdg0QEQUHe3hQKPJhoeGk+L/hMwDMbnqJ+ffttTJdgQxJva58u4BKY1m9ghE3b1dtgkqWzpwt3rlgsFPJ4zc0DAzjpgMw5jvDNE0PdNc1tSWVuiPKSBrmlWwdevcrwB7Ht2WpFVZKSWNseKW5rkDMryXqFYWDy/u7IAxu+beEOu1l0z+Hj7gr3H6xEfaVN2Lj32mHqhibMyxGq7rmPU48mut5Fq+ueocYGuZrQXAb3xsBhzG1meJhKDaK7aMdE0S8+UXRO5Hzs45cb92j0qRjHIW5ObM+GuYlOV7af38vUXIbjLnWBX9ojPYzpHzdUdJ7xTNHh+1Nx552KjXs5duphs0S0PCurqIhuNbTkck9tWudzeEehRFAhf//O1Vuf37j+zk3EvV+5cu3GVQhgeOrDK9euv/dQSvelg8hf5tirlsq+vu7yfWwLuaU9Wy2sZK6yAO/eoO0q7TLq21uGmO+/r9fTaBUV9fUGA3SxynTMSpDYmMfa+JSBvBmdmcqCAeDe+xVd5gajbEI3VKmbqGGNafhV4iNl7qRtHvxfIi9PLNZo5HKdlWlnmTUKMWUgKrxzhhMBjbh2rVxYWWnl2iuSJsvypI576Jl54ZpSodBiEQoViqSkvDznk9iyKA20TtvY9rwZzg/0xfUGfcsqJkt7PKnYZUEpK2toSElhsQYGXNeJzjLzxNb0BoMkz5WERnz7ev1ejG+HdWvVKqGwDKvPJ+uFKS3CCmyigoox9noT3/UEwEtaOrZ0Xz+BPMVI3vpqSTHm1l5vGhSW4srySaHuWPcMrK6or3+V1KXAuaqRofVM3MW9YFxPqhzAzgSioogLd6OlnaBwLzGRPYW7B/8IOcvejn3hR08/Om26gCEkZO7c+PiXfF4P+ayJwXhmXeDLsblnA4azdl6c5tqzFqX5bumJBq494sKCxMsPI3DmJiS16b/o/rJr84JZ8wv99pyg796VURfGyI3bn7sj69KXX35SbjQRRfosWSKh6I5Vvr96wfwLe/KfywhjJPsm54JXpZUk76zXpOiMKqnjI2eJaGNizMoL+Ufr6q5efeGFrKzZs6Gj0mXavMzmre9PdMB5wJ781J2HfX3j3kw9OlU8SPOq4PS74f6k3Hk/2LwyP7+pKS4uNvbgwV/+snJoIM91wlDpD4Lnnwq4d+dK/CtpsOFx6fsDZNJMx1JWr559YudoyAuvvJKa6si697elLIWtwlThDha2SHLoTunjL6qgtcP3WSp39/wMigGS8QbJeiIFkg02tl3Iorhl28v4eyEjch+ZRUQ3fO/xrQt3pCD/NoX7wlkZMO4kPbFiRdBB2Po5u6hbEQtd0tuszqSO2BSwhSA71cZrW3NJHREURKUeDHI9U8uFLbOrr8z8sB7qfpfoM6S+d3GYDw5+GVO5X/R5y+n3ht6h41QxIPB78r4iT0SnU6kBAbYvVniv81kXEuOdGf4X1kcQwPQuOLvffPfW3Q9v3XjnmlXpfvfWQ7eoIpRDQI1uyllbJtNPady7wcW9UdDPAYs++M5Spo52EunbJRKVSgY7b0Sk6shacJWxF0f+oklKG62ZNWGdahB2ASzaOL8EE+N68H+N8HA+n8VCgdO2C8R+NOMMxLULwQyGbeXa8UuEC85eEI9NIslkuPgbse0sMDQhYtsRa9wFF/AqmgFfwyUSROATlaBlEjhNIpCl2/j29QRGK1brdRZeoHrVC4ZgqcG5/iSVccpgwhnFYGGWTvRDtoPnE77oIZ8KNYEdzADTwmZio14CsJnGXdxtuam4rga53vRhRx/QFUD8W5PzdASFuwB+Y57C3YN/gO1BDGC1Hwhf3xAASv+sAyH688C1x0WvpdPpWYx1PqdB+o249mmNO9bF9u0RKeFAaLLKmhEU6h3sFxGUGrYIfFvmBM6NTqsefe8TC5k4PBz1o1iYFKi95wUvC2qKjof358vIsJLkXFEjr5upJQge4gZvfvvtl65Qqa2tdLq3N84oj4DxWyN0js0LjgiIhga+J0HWby8eUMax8wkANzg4ICAw0MeH8dnHH5ez693kGP3593fg6L7XNwPTJiAjLi3cpfXeOUEZKMSWwXBk3cXwLGmcKtwzx0xAzJArKjoJ1/fJ+lJ95ar35SqxkqgR1iu0jIJk6e1kBYGa0YZ6sWmKbR9wz7bLsy1MoVzRH6XEOQsP/tmF+2wXRhtR0T+DcbxwF+2hUx8/cBEb90qL86EeKnQ97ok5kUt9a4erKEa0+Rz1r76HXUa9Nm2iUg8zFrqM7toxl1q3x/mKzgHPm7fqnNtTV7xGpxYNO4l7pNIdmMp996IXfIZnTz9SFm4+++K6noz7YrUVK+kvzj1waeppELpwYWzsj35kM4Xkco/SQ168yAhOCFfWzr736ZXPb9x8572b169+fuvK1WtXoXR/9tEPQel+80FF+T/C0mPlr7IHj7HL00FmC/0dQ+WvpndPCPV6uay9z7J+qLJGr9UqVFqtWj1k1bdzOCqVWEyp7zeMaFly0Lgy3ycbGzQd4vqCzkjEvSslA/WUWgWNY5Lr1XBbwc2pHtNqFBUlUUon0sGD/yfMzOsUl2hKbUy7UGg0KoBpj4rKzHQ9Ri0uK+kYs3LtQmOXocTKtTs/uBeLS8bMcGExTaaqqoIC1wlsbHsLuYuAbZfmUcbkQ+t1xqqSzDyXJqWEigoyubtbocjEBJcDYn3lesveijJMlo749kqtocxVac6tL7FYtm5VYuT04rwG3fqtjQOuyztXqmB2bzVnuh4qz8yTpKcLWfhhc704ZbCBINilxNxH4mA6/JlS8ZqUGhP2apDzHCOVRLn+WFwpa7ClAd9c1Bt1pPedjj6sQIV7G67O8RIOEjXPVgmHPIW7Bw9C4uzU3C1zi9yz7Y88MhcA+UJzDzPS0l4Jif9R8g7Etb950feFON/D97n22OTRXYfor1m5duyy/fbgSpP4xvSJZmT0AtGn3gtzchJjZq3cNPvMmbVvV4/evv3jr9OS3wYDG2f5N+Lcxfz2dHNpOKz5j+WAiL3wxJmgrDdbe6DXNSP/jKYhfaIU37PPlC7OWa45f/36vXutrXFx1cPLZjubs9RXCQflpRKYdF7w5gvLgrJA1t+TG0affdnbK1OsYq/XOt6VM6XS4OALF4aHDxz43e8+/fTjj4mcJKGo/tvH731y7ze+rzwZC8J5Z1Pt0LLaYyksDleak3jBLysrJOSVV8LC7CbVxcWVr4JtlbVwlyDHCpnMnTS9Hjx6j0GjP8WNX4W/pMLqHaB2/0So4DOn2HZ3VUMZfwwoGp6s2cO2u8E/uXDf48JoIwDVTFC4S/3yqXN8c7Fxr1zwSA/ycy3cl0N2anx0vstoaHA+WJ26CNKRFSuV2hPtWrg/F/YrzFdmI5wHzGWccxpDgnTsLKAOU7mfgN+c43Sh3qmgxdsJojkbuN6r4eu06WYaBoNKtTeHb58VD5w7ekTkhf/x9gbg3N8j/fqdax/efeoKuMzYslSvvPtQhfsadopVnI4IcjLw7igdlSczgi0kC06gwNWdrFd1UMT8NuA/4XVI365ShcNWvkBikzAjV5luJovTLxhwOM7KpNSqtCw12WL9R9LJNaxmlYEy8DDnmB78V4MbroSLRG5j2slkDofipmGpU9LBabFy7UJOP6FFWCS/A1aFpbwhGo1oXbCx7UxyPwHbPiO8Ea65dPIIbk5jy/jg8Yi4bTGoybuZBoLzWMS3t/DxCtdf0Iak8tg43KkTVurNdb1KENHYKcwR7PXc8CPQm7UXG4d1q5ykxSJivbxqZRaSFrObXiIqAR0+wTQczjECF3dbbiq+Zh6XVZII1PaocMdzXcG9Aj4GAit4+Ag8hbsHD8ACOgOiRB8AHx/EtSPN9iLQtb8CrHuPlWuvhhzQl4FrXzZrtVXj3hvCCDoxy3URfwggzt2COT+JZs2n/yys6fkQ6rO/+x2DQae7yr9tZ3Y1DinHObPyA3JDngBm+2LQmVMcNpNFYPuIIJG8995v76Eftif6OfplJ969UyJzsF1f7hcEP/JLgT0BR8HzRhpeAdZvXfiEdDpq37ty5d4fXGNqbPAXmdh/+H2ab69VOO8cqrNEJIaGG7n1/+H8PzAQHXvY6xF0CAh5UdbCvWGrpbn5+HEi4dCMYoNGP9FXaT5ZkhSJBbHBo7B4wKCpqRmaaEYJ7ISRTJMDI3uzW2qEtJMlRzoJTaYz6xv3slqyhQ0nDcfriSfxwGt33TrqliY88PQ7Fu7bNuNbQeLCPXT+Ceqc55Oxca/hpieoYbtdNVoLN49SfxjnXGHDRnTF6qKni0JcRr02bnz88dOBTomogMLz+6mtZ51lMaEbtxW9OLfOiYlasnFzYO9cX2d2avWJIupoluN2IvFC2uPPR6O4BRtmhq7Oat2wf/p2CV2+i7Ehfu3u+1NAIZ+cPM96y3lvDDr4clHqtnnQYT5/T9rzV67ceOe9XyPO/fPPb33+4d1H4Xd299ZVqOe/s2AGElTXgFEf6NvTt/LSU1K2grgd3GXWr19fOSFUq+XqGnJfu1AoU5vNIyOlpSxWdnZfn17P2as5WVUrFgsqOk7ubZbLhULyhExv2jtuqBBPAqsojQwvGDhyXCzo7yjtajabjTXZZLKwxtiwV6sZFwgGJJkeAc3/B/yVEnGFYtxs1qtbWmpqjEattr9fLE5KiozE2OsBgWHELK+ZaBGqzaVtFeKksmLnHTy3uKCqw8xqaSdPmJorSiYnXdeFMqVCgy62MW2tWBnpXL1y/ScFpXrhkLD5pHjA1f3Bv1gz0ten0zU2RmIlvbhK39JeOV477Xxsh9Iw1k02KTC+fWZmVM1ESkptrcs4QDXGZGs7yrD1qn5cuJTcgYtTpF1miFMn6E4zyVLK4QjAZdS/uJTHbG/Dpl98XEGyKAiE8kJhSjn+g3VOykjycYdAmSmUtFem6LFRr8ZGEqkEV8RD4U7WT2KjnsLdgwdgXszRuty4uWC+SIjHH398A5J7vPxydHRPz+uvx7/eEzu6s2lR7o6eA9HRTaMHD16q3tnEyL3IqD6YeujMa4Xbczb+E/mg0OLjGv3WGoPzXn3JxnmJMaBfj9g1fP3Gb3N37vzss9HRQ4f2zA7OsYsHpMXj5qHucYGdalixMXjBptfoa3cNX2raEbv/zkeffNz/N6dJp1BcrNd/MvjV22vXLnozOvqni3ZvO7XS/gNJi1Xy9m7VgO2AbcVj2wtPbFtbzYiOTtt56Gjhav0Er0aJraSJibNnZ2TcvvP114uq8yM2Yjf/Eq5CX/nF+z97bu3O6J645LrnCmOmyxhugV6dzlQitVxoYuL58+Aws+7AgdTUWTHoB9Wa4OlgLdyZ7G4BfoRgRV642apjrHIjTJeGC8Be1413gA1iQSW4GugfwLZHWdn27geEsXpgo6GjA/Ck0u9YuAdhZqduC3fgtTH3FoSggB9RGQGu217v4GrYRd4vgu/jQuCL1F5s1MvH51kqZkEzK5oax3DNdj0P/MCO+zS5DT+ApvBAZ9+pH4DK3ZnEl3ovArWbo3jH1Rbe2y+IWhRtd3MHN5mQEB8f+4YeRcSmMWztKBm5L1GhG5VE+jUI3alPff4hCNUQwBjyvYf0dGfz0kHhOwi8+1Ygx2usvHu5zHjfW2Ypbz1HSzmC9O0oKRKlpspZVQLk9JEXflxA45CZNk8ZIWtEJXaiURdLjggMNDPo8azEPq+bLKSVCkocU+g8+B/GDEoJXCRC26cLny2NiNG2oV4wwmJCc0Q5T+2Ga08IP8KRw1SDZDfOXkkU9RTbjvsYJIjEYHC+hqd3ME22AzwhbEe7RApVZALzviyJ4FDXHd/OlQAvxWQSTdbATGfzCQx0EFEuIxDz58H7SiHqziJWuKPUVCYLXzGRNpUpIDCDZDKJXNxtuam4700J6OUI9DYqFZHPPCrchQ4cox2ewt2DB2C5Xxiotd3hWXBwK0JLICi1GWFhNoX7rqBz9CYr174j7DxYryON+9yQnUGz3XijPBQQ5+6OHk84XvXOO7+9Fx2N3l90dGrQBQdbOnRux6I5n0B5B2+iZ0S/Qb370u/evfencdf5bEC3F58fHHww7BcQEHuYsS1imioXq0AZJ5i+g0O9N9PPhgRSA6PrIiLAO4vQAwrJCdK23KU+cbouIMcbN1gXwIOSRRkIpjMgyD4wmu7nUNpkOt+ndtb9hFVIYFCppwp3o6GWWN1OEZj17UMNzQZxOAFVPtNfKVAYa5gTJm1Fiasjrw1KIGdqJtoru0rFbtl2w165lW3vP1Lgkd8+AMNpgd+lcM8haBeJLnqUsHDPL3qEmhzjSqEv2biA+ixOlsP19Nxcam6dq/VT6IqDj28owl0lF8Sto74cgxlF7d8/h7raupOcxoqNTUVz101Zq9/H/CZf6gE/J18Zr3lnR6kv5r/mOCRakRYXGLhg3vTVxg3dzVi3wVHl7p1Df2Pd65fuB7NxHytM9g38YOVm25ehoefO+fhcumT7at5jZxfFzx0Gzh2EM5t2xH195eYnvya9c/3qh3eftXpCokfd3c+vvnvzoawh15QfW7oGHN15W7duXdVt6QZXmHZdex9o3skyo8mEGPUWslAol+/d29XV0aHV6tUTE+QJvVE70mEoAXpVXGLoKNWajXog6IFYN2s1BkG9Eu2FucWRnWWT8IKq/o5xLcdoBPm8fCK7Rs1ijYwYDAKBUgk5x/d/Ox78TyChOHyAIqjSjLCMwH8LoaVZru3qbxSLJydxRjvUf6DeAGb/NXDJqFl7Sw0VFIxrh/WyvkTTpZf1wc7xZIf4eBm2KiTVj2vUwmxCth09zDtMQiZZzWkUd7pyMNyBepPcdrTLdanOQ/0Nmon12dmNx/NcWGyuP0VjcsO3F8hr2LzaWtfJYEU06PYZzUmYFUzegJanU2uKXSkorpKSnqI24e7QkwPda4wmfHc7WaUm1Rhw32dls3yNQ7CjHf7++/bVqPE9EqVNR9Iex9fNqn2WCQK/9tJSEqmAYKtNJsn34tU/ceEu7Sj1FO7fd1yOiUhtOvA6OBISArHtp5/weWn//lcAc+fGxu7ceXFHdLSvb3T0qJVrv3jxwIHcHTuBaz/62vztP1jxT9C1uwJx7sZutQvnbgM3ssBoBHr8q6NHU1N37bp0KTc3rG73Nr/CnHlcr7yyLnklc7ze8bYKXXE5ccHqPfSgszvu3LndU51xdHYOJmApKKiszM6WSGbNP3F+beqbjNbWprptRxNhSjgbKzBbJmpK7gdNzwz1Tlz5Gj2jekdya/S93370hb7Un6B03bhx0+xPPrpzx7fns0VB22xTTUNZb17TwhGsSCzMX1uXHHsgelFGROEU6+5fL1gDsdL2lyLWPSvL17fnQACw7gMDcGNbC/cud7JXPm0VJDKOO+w1HIGcesF0gF3p4GTpAgqQM4Pga3Bc4i7OMYrPAq2lh23/x6gGI9HvULjbmxockQut4USFO+K0XUtjBMgjJSLLz9PjqWlhuGdrqs8cKuYf47U5Oo76hB8m9cGN1xHqIJTNuREVdcDvoMa5yMFE9LW4xzxSuZ8KdtwLrA56nrojyNF+xg924NEOPfDLA35KfSnivpwmOBgJ/OxfnacXUWOnOHdkC3/nHlDuwLnbFO523Ho4pfuglW3nAd221erkXgneMmqrxr1cZuIbVCdBvJwCTjNsFovPF4koFC2nj4l8ZdaDur3Cyn5KrZ4ycnDWtjvK9LukLiwRdUIMaxfLaA1iBTCZLBZiaJFk3oP/KUjDQfZCgx5R+BhRyK6epnFfk0lFJfwGGQ+49hRmMxzIEJvtlvE1MN1StoUzTmwPVsGvsT7Qidh29DCXw0VMplUQmDf4CwywVhAe7UpFzUDh6zl4+ZkgaoMC1B3fzmYPEfHtGlY6oTAdWcGQCRxlEigQd0pTYONWA4cRFf57QKmpLII4kwIZKGyxUUhIIdnSDl1gy03Fx/uhwYVANYsM64naDeC9ELTPuinc+Sc9hfv3HTF+GSCtdgfEtj9tDRW1AtlBBgGaGKd9fghad8S1vxldBJnpO4M2BROau/xzECkphbKQmHO3mkkhh6VZs+hwCoDeWS5jN31BMCojKlTdhAdZoHiP2HX766ceOf1GWCqR07xMxmZLrIXq9llhU0cLp6xTwjOFvJVtcGlq2TjrKGO/T1Fg/PXfvCpzV0JXvvrR7blA4bcy/KamssMfGm4sZCSs8w7eE9YKv/ZnArZNse5LIFYiXeZ07Obn5+s7BwzzTvhtFJmnCvcCnLVASkbN3mymWq1oHOgkkslE1vdz5MwJ/V5DLU7MIGRmajRCIGf2agXAv7hn2yeEZg/b/g3wHQv3QlfFCaDpg0cIC/fXPgh0W7gH4i0Qfq+to8alObkxWrH7rRepO2Nc97TLs3KpRbvtiaX3kZr6NHXXbtcnwNoDP3pq10rnKRaeyqL+aMfPnMZCE089XtSzw2nM67WjReAx6ThlzvaLRW/4nnAQwy/P3/l4yNlp+Yx0wZnA+FaG/RUrVhw8WFS0bZttkpzEN5Pj524rRF/FFIbFvfW7e1/+0vLedTB0f+ru53en+vKfelil++CaY2z2vn37ylPSy7dWMi3dwLsz28nZ2bLslva+volsk6m5Wa+fmGhpMULrammpwdDWYTbV1LTATSRn0TQVJZSkgUmKuLZ/vJTD0tcIs7OFepZ5ZLxKUF9QbP38uKGRnZOSI0fA8N1QSmtubmjQ6+FVYGHDYpVq2gwVggJlnod9/29GsbJeUKUoRVG5E8Iatd5o4pSerKo4TpksIGoQ6sw8Li4FVj67RSaDz/hkY0lSQSdGR0vhYawxw9OYLDNpqyqSJDgBXV/fBc1KE9YHOs625ykFmoaWPibrpGAy3GVBmelfrNBMvM/UKQz40W5nppbTvlVuEiS51rBc/xKtMF1HwLd7+ec1G9kpmjZ85Uqqr+meyC7BhOlc//6avhTtJF7jLjbJ1/DqcWmPV5c5fU0JZk0DavPsofKRSNd/YKb/cd7QBEEU1PHjJFJpG76wt8kta9oIPggVaX0zwTaiuZlEwp/B4Urdtyjc/UsMnsL9+4zLMfmpjAMhT2wgLtqBbX/8qcdfeSbumbfeCgx8442dO3dYufYDsUjXXm3l2pt2DmetXZsPXPtjK9zRsf8EAOduErrj3MvKTCYms75+48bExPmF548GrT14cOfOw2l1B88dXb1a305u6c/Ei1ZRzt/2fAUU+Ec/3ZH7Wd2uo8tynJrrSkpSUpqb8+DveW+cXxhxNCPr4sXktOHUZYU5UkqjkM0ad34voRuDC/dsC6rO/frra7cD/oyLCRDGtZ+89/HHO0d79remrd22Mmb6Bl7CLTGT07VwJB664gfzV2/LOBz7zJZFwzbWndupV/N0xQ6P88cemz07IGs/sO7Du/7kmJzqiiSKENwqWLQCzJLeBpsNDBPYFTd7DYkESXF1ZHdRrHa2ncnie9j2b4DvWLhPdyNPo9pqB4MX7rN9490X7t6YlO2C35PUEF/8HdFhQ49np+YE7SQKYKUDmx0W4Dr3OeC1d0Y4q3xWBK+lPh1y0OWVy4EfiHMe2j7rNIjSnat+ROGfczDSWRF8yKfXKSZ2ZcivfNZNy+X9/JCDqn0SJOfPotuE8+i9pX31MfnVX18HP8jPr3xu18ugJtV3HkLpPmjVuINoBpS1Q5D0tsaamWrimG0ad2a7qkNQQaMhG2xkGlKqKghfLKoFXxlk2WSLxrRTqZ0SgYoj08HtBaY0TCGnlC/GbjKuZEAgoNFkMpsLCbpXjawRaDKHCDWXl3rwX4RMSj+tWdYCT1/02baD1X8F7vo9jQJJm6rdejTzvoymcrQdcsRiSRVrAq64fWS5uwNUSFCFZiV3D3Ql8NCrSKvICoK83iWiMlm2u5SPAkkfZAd3EVDkCSIVxBEQ8e0oQnE920LUpIGiTonJexocZxHYKXrlwVRDRKuYnFzOniRY/hRwf+KVtc1ThiDbFdGDbQL8145YvCpsdDEwjUwaQYcri0Ui4aNRFOa3KNzR4YKncP8eI8bvEpQR7vAo0L4bqI8D0d7q+zxykwkICApiMHysXPsevzP0HcC1x0VnBK10YY//JUC5pO44d+tNNe2xtH3W7qBc6zkAA84EOBDxT3SUhVDCTHnnN7k9QJR/EDbsHAEjEvHgvHu63j0V0QRThvgO0zd7d4az2DoZ3gcPmhl6wOmXqD63P8PFBAi2U7sz9FbIvIll5Dt58EXxId146uTOFmDr47NuinVH3ShY280Fv2Qr6+62cOcmiAVmVjtTbq6lRBLYrksjj/SXqoW6mjEVpYDIuX3GDIHAbEbH8G39ykyiyr8zqlYxphaS5WMKQdQMd5FMHkzj31S498yeEno7IKf3ZerpGKygT4x5nvrDeNeMVC+vCEYINS3fdZp5J3ZRH8FznDZteoLamutKz+9J/YB6ONV5ilDvo/G9T4y6tKcujN3iE+/83uYtfKb3rSdjvB0vTHrTujlnZztaQr6W7NvLmD89sjzj0pzTu+/rc5Yv37LlySdXL7DV+vM3pT0ZmxyxAP3bK0/89Mm4/V/+ycj68pM7t259eOvq1Sufo8cedKreuvbuO99Z6b500IZyC49dvorH22oZ0oHGXdcOJpFWIIW7XM4CqNVCQPNYqQZhXKGFe0korJEBva4x1FKiCpSSJHGtQUEbAyd3mRrc3I3Ix71WQEnKtKttZ0bmKZUUSm2tQkGjsVh6ULzr1Wr4b/PYCK2tv0JwnFKQGTnjX8iqePDNUZwJTQqCxrZx2hhLD5+0TA1nKdrSNoNAHFUQSbhKKZVicYeiGZh5ZEnE0cKFkZSHfZ5LEjKTStpKzXIyRAeMdfVXRBHsAqKiFAq1upJpJHyg+89Igp5XIVMI2qwkLFkb5teMMCuF+v4KPKCjTDnC2Zou54ijXL+1JOGISp9eqaZFYdV+QrGKBq3aNPyAoTjSLLekq8T470PSrx+coOHNndIocTpPZsLTvjszdasmhJ3Y8pen3MuulONtu9KkDtJWDV6JWzUuJQRaUa3FYsGFO3kULUnXRuAeo1YPDuKj7gt3JhtO1F0gre3wFO7fV4i85584yHi+9xG3hfuc3t74+N7eJ994Pi738JYtvr6xsbm5TYA3GQh1WQjb8jfN/4HT2vovwmIobLOhCZzgLAw9kJggB4maagqdt3Dl/PP5b2fUVYNvZdhv7/3mnS+/Eiwk2lwUqJp//cXvv9w1DD/VaHVd0HObLtjJuoQErTY9vaPWXozmxLyWf7B6FH74uozdR78iV1q0Sa6PopmhGxf4BWXdvn3nNqOJfnQBJj8oU+pWCWWn5p/ZvZORlnyREUS/sNxewORFjbHJYzaaZGZozqb8jEuxsdEXM4JmX/DuFDcOpriaA+Qszwdl0H7fUXeFu1S0l3UMGLwKgs58hEiJBjb0PFmpO6o8PBzxA8iv1x13d4SvnmLbicSSHuD4NxXurumkCJdh//0EPtEK7zjqBh9cioOSSWODXAt60axzRHbwKOr0datPuiNWRuwn8JVBwvS0YGfDWO+AahCnuzSy5sLG1C5PswFNGO2U54ok888HTZtEisA8x+n9BQRQqWvp9rsslfGEE+e+iL6JQmv55Not6tUbN969Cr/pu9by/cN3r/+jAv1BQKx7itVRBshUyFBFXPsaZjaNRusC0hLx7kyVikLh82WyNfBlCs/EqRUsBl+ZRhXLKmFeA8xAKT9p6raaEZ4kaOOwrF7uSAdtpCmIO+AplEZ+KU1I3gqkKgKTLGdpabWUArc5xx78W6GkNKr2QnE81b8ga6C1USYJtOQOEAg4nPXweR5j61lt/DI3R6cJIoqqGa64NbxsWiOB9boVfD46lnHHtheHK4DkYvPGCITfyPOmjZfC5qkIuTOxoBuueCILGBvfribg25e459sLJBZwcMf7Rm2OMmYCG51IkH3vI3pvSZRXSRwaLpSRgFReSBAhbvOUITjZR0shEXFvZjMJclM7BRwSoUcbGWJl8VH3hXslD3eUl6pGPIX79xXzgg/BuvUgbAh5wdfX9xk4w3497FJAAOLaAwPDwvysXPvjVovzRAJ/lH8ZHsi5o9vKNdfgVERG2Adwtv71nds3OQR936gxE7yohoyiH0RsYxyGH3RdwNrg+wf7EgkJ7A8dN/2Xg88ExcKE+3+668+/JLztrX/v4z9euwrFQyvdNXcSYD+3m+XHgLIrxNex8HI+uwOzmoCmwJd94sPgPSGVO1EmBGLdweGPqHAvU47TJnTZwpP9BZH4xmpJQoFg3CzTCVldtUeIqPKEGRTK2BiZDPJ4yMcjWiyKMwUKszp7im33HMt/M/yTC/eD+Vh8gZdf8gfUZ3bjf8FN4R4a6kt9as4p7OUXDsVS47KmS+KpVy9cRn00fr/ri7291/m8+ERiqPOFcjnm8Jz4V/a4vHZlVitsLFzaUyN+RvU5e9b5hUEZT0PN7bgbuByzqPeZ2G3e0wXCwvmpT6xLDgq1y2dCF26O7el9Yf4C+ws2bYqPb03evND2pCo80RrfmntqIXo54tx7kg+t7u//88e/+TFEqN64cQ183T8E3P3wytUbN3/93ZXuwLgfS98Hf8BeBig5yypwdbcz7ohzR39YLJPJDDDKa4Bn18u7NB1tbW2G/nENCJ8R8642jdEUfAElShlephxATu60vSwj7AOsPC0NeFox4mkdtt2ZmQVRRyjgOqMopZmBeTda2XcjyzzWRVO1NdaCej5KiUVOevAvBTchLzOJUgI8+0laM0uPPj04cTGNwecNZycDmXmEOdUzZ8xISqqtpdHkchlw7UboXagQDEQtJjg6LVZaQ7rQJSNvVjRSJnFKPCGBQtFo1Goymfj4FNYDikKr1k0ImxVi/AJJiBQ3stQWJqcriYA5OyJukFt4e2kD2EKD+HY5r13eQcC3h6to6Ty5GefbuQkabQqbQ9BPWqykWSrJHZgw3SthUi5jW4jem4KWPtgoxhc4AW1isIFgh6I0qQffVxLsXHS6Vatw8dmMSOMg+X6syzSUbSySkELwfphMiwUfRYW7th8vUfrJ7QRJUzM0KEzdU7h/77DCe9OJ1OrYJ592U7I/O2dDrxXx65KjYw9A+b4f/NqbGIzc3ORkO9d+Jn/lgo0uC/W/FHbOndBqXCBAnLtzhZkT4zf7Z0EHs5o+++jTe6OHjm5akBPq0m6TUMAx8si1gpiVJ86n7gLWvbq6bvfuBQtQHRAZKRRWMo9HTf+VFd4L5h8NOtu0iJF276PrX3yswp8ggI1tnHc+As79s1wGUPib7pcUVhgU6YMdtZFel5efoA9X5ybvYBwMmr3A5mcnYOnYY1H2u3dm6MJNrwVl5KYdSK7OOn/mfR1TiD+PEesOemOiwt1GgtAIHn8ICaJaFpOUzjRRcPNYhJmiTHQ2yOMRpbzZoKQYISmy3cO2fyv8kwv3nU4mKzYUMuKoTwa42jC6LdxthvCOLLYNC+jJ1CcZJ7DxTdCy/hY26hUX+Ch1s1NWGcIoCL5cfWUS6Yvg/dGdxrjBp2Cv6+v8QkfrdTtSfXt9spw8Z18LmeuzyEF5syLoIPXpIIfoqGigGfbcN4kdju71oc+yvdzGuS8AvfFXn16hXr1+872bV28B534LfN2hSfVhlO4IS4F1R94yKDV1Yop3X8rUgae7RiZDL2AyabR6SYlAa6VU17DJspNWSrVTYphylWHzwFSGT7l/i+VRKsDre4L3qnWqPs5efqM7H/coShVfQ4PIVWueK9D6zGyZ2boRICJUPfiXQSoaoChoJtYEcx98DGuAoWXR2gT20xR34IaHq1T2y8TMKXF76omMVmhAREPsLmuE+EQaHuciGo0NrRIsFvHxqb+ogtYO6wWLkI1aIpJw9HBkNEF8rZVCpOh6B1npNBDfzmOzBPgis0REYa4nlRN5zEtFOt4+tphgOpujDC6UQSGF+3jt2DjArcJdxmTTsNRUL68BpoXIU8bLi80mk3GmH+UxggwIG4+iqcFrnkCtxOORCfJUUeGuILD46YddPq639/i4f09xOTjjgWz7oz4vQ7H+Aay5pxmLAoatZDRw7RERQUHEcaL/Jtg4d4LGEQTEuRM9lC4Hn3/7N7/7kBrSmkGfjwXE+0v62fYpRRFHGWkQUhNCp9ta+FSqfaSTfNfdeozfLvjt/eSJT29+RRh9sWTF37auSvl9wCUrhR/g3A3YGZ4CNL7tOWb7GIoCq6dy3JHKXc13fggspGdA4s0GRtOf5MThEvB+8MI9IaGktkHex+RojycR7S3yomppRh1ZyGkTZBLJZBKSKDQtogU1Grv+yBl5mYJ+LaxEenOHh23/VvgOhfscCEYjqrfPHnia2uSiIEeYX91DWLjPg6u7iO5cMFuR2zuHmr/c9UJJnH2RGp+cj736Qu8P58xdiDmofnYAyuMpLfk0dr1yes5zLjK1hfMD5vRGDzuNzfTejnR5zjdLzvLnQeXu56TEO5Hxwpw0qLWnsfJs9Jye/OnfT+j813rjkxctvK/FodN7fUbPXp4iGWbTt/RerJ5vfU9TnPuCxMxNu0fjPgUP9+vXb1y9Aoz7XfB0f0il+1LSYHq6lXVPT4d2Gct69EenszHuiES1AZHuHI5WC4GZsglyDYiYFUCN19ZW9Y8jftbKvLPGStsaxfXKzgRRZkESpbZRoRkzIyZWLlfrzc0aTX8/haJUOit886zse62VfW9mGYHk1cvkLLlazhqjlWpU/ZDWCnRvJrGw2oOHRXGk/fBjRGuyHnzYePYRTVs/8OzKTnePzQSpskBQoTg5NmY9W1GPjbW1lYjLCE89Z0TWCwwajryGLFSbtOMCihJnbWfOiBRD9zKZrNONjQkERMenZVFoo0gmm2kVmP7Tpm7fCy0a+rZGnB5PSKjoz9YxmSfb8LMA+Ic1ep6Q02iNIXBGZG1pOk/NiiLYCVS1bWUbzQXYdEsSKljt6c0E+87F4vHB8rFSbPy+wt113H/GXgtT15bgKhjgzgCpvA5XlQOLNzjIcjp+t2FSnE0y9eMFepKZTNIT3VpstlCIj4r71xMW7m3MPk/h7gECYtszqre4ZdvBD83n6Rdfjn8jORY5t78SF50GXPtnNq49LGx01Ma1i/6dXLsdNs5d7Z5zN5uVWDr0Cu/thdu+uvfpR/cWnT2blbr7xPxEB3qOG3lEXsPUWxWj3JjNJ85nnR0F3j0r68SJmJikpHaLWl7gMuW85adOrM36adrtT+9dem72Zodj+ykkFIzp2Sl/+lPGMOOz6OiMjBMnpusR6Qw9uZJZkokeJbaDj9wDybnDwLovhHJau4rMqnA6OBUt2BSUkRztu+Xeb25+0kHQpQ7vBy/cRaIG0M5mywbc2Dojp142W+ZG64NEdEDPAF1PIzLYRYiisIAQtJDb3HT9euAO36Fw94FwNKLCfRi6pRkEU80KAKqcoHBHOnKfgABsfEos72oJs3DWKLXXF6/zFwBxf9q5kxshI2wD9WcRrtcL4rR3zbInJNkQ6n3O56VAV5n8wugeKtUec2oHUrnnO6ncY/xiXc4B0G9uLsPRWeYyCPzip53vvb2fCQwM3D5FNYi8fxryInDutveE3l8y7ANmzpz9cRz1c1C2v3fjKvXZpx5FT8JnP3z3xj8q0N1h0OribrMMYTKHgCK3mnSDtwzSuK+RyVQAFouNLLlB4V4vkUj4KqE1NbWb2UArsd5YSkobR2bVQ6eDp4xGkHRfDZ0QXiCo5ZitPu5gCk8m02gCgbu7FU1UIuigNciEYBmCsBRyXfWcvSCwrn+QlYkH3x0Fkipru4HF6hUE5SCUxQaBOzuYacwU5QmqrGb/JHhEy/h8ItdvOzolJ+GYdhAdnfKnLw5ncMMnOQ02tt3dVGK+EK5DIYdCEHlqU7e/SlpF5JGClho9WMI7S0rt6JRoIUeYQ0hvKSGqm5BvRyT5IKmWoIpFlsnEjjKZkHtIWMm6U7gXh+sJU1MTwsGvhYgaRLpZWA6x8SP8dpKWgv+Ax2WVBHYwAJQ5i4+iqBWiwl0BvlSewt0DAKJ53TvJIGyAVe5ln7nWDlTEtb8edjbiPOLaUTIpIqP/AyW7HYhzJ7yxENAyKCbMCCq+bFzzyW/utcZDijsD0l0d6ULUjTL9UJrpfZlO9/VFHnKoVc4kSyecUuod8XbrI3fvxoXlE0TFzqAoIAtiHKY6FBiI8mYd6xEFje1wj84L/lnYB5DkXm0lEaGJnKfBnr8LYZrT1Keu3fm4weU7djgX7p2dBsOErmVC00FkvC5dnCQeh2Q8oUklJnqOcyPDKxqNcqbOZBII/AnWAn/pEfFJrR5owzHNcQKfTQ8ehO9QuPdCzgJR4f72my+6LdzfGj6Pjbst3Idbn6amvuZcXaNc0mpqUfxz2KtjclupL+KuSbvByT3jkOvNEHHwLeroeWdDSK70/Lr4otiNzsugd9YolXrCRZmTEQaTnnCcFFTugevidoumqX3vmN2vvxDX9Nj0q1YM7/T54XP337lUeumnc0+fi7C1nYdKz2XFvxT23HYr9VB4LnluzyJ64kavzecvxf38CnDsN29cvWUr3KlPXb168zsq3QfXQBBTORtc3cvh/A2QnrK1W6fLzm5p6e4eGpqYMFqBvtbpamq6Sk+Onyzda2IZJ1raJ2r0QLFXiesp4op+1UizUTaRLQS2nDPS0Q/hqpOdkdyE4jzJQFWjphTyNrPJ5JoaZAnf0VFRIT4+AN93ve0jlZOS4wJDB8jnWUawJ8kmg6aexYJc1q5STX9VhUCMrOMLIiOJLMQ9+KZYvLizc3Ly+PGSksb+0lKTqaGhBlz4wUXIyNlbquELjkjCi90fTyZEZk7WwwZLwWmukSFXfrO5o6O+3tEG2OHF0rJJcYWilCVs6cvWm0ca68PvRwJOg7s4r/74SU1NTXu7Xm8wEE1VHCmu0JomLEK9pqrAH+tZ40YmlWjN3ZWyBgFBUP/ixY2N7cy+FoUBXwekiys0shSd3EDQU1Fc39ie3VJTT1B8Kifb11f21SvxCQdKWGt0zbhTC1eapBby+pQEO1C+onxpRwU+VcFxISn7JE4ALj4CnjIjBH10YjHqocMnKtFUkkon8V2LGHRRzdjoTKkUUpwIVnF3hfvJ8m5P4e4BN3T7gnOHDse5Z9sRnn7jjTdC4l/f33MguamptRW8ZHbUnT14kMEYHT10qLBQSph5/29CXr2ipa/dWE8ozO7oSEkZ0YQvJihWi1X6lE/+8MfPduzYMZqVsfac34XEy1N6d2m9YWhIrbVnHEtXFBampqal7dyZlbVs2VdfpZSXjmPxCrD6L9iT+tvbV2/nVq896rfSoWhASFBWwJSmhT8oXF1X19qalrZ2bWHhY4/ZHoolFVvXmE7aTzRXzDt1dHhRa0/u6NvLChP7ORPlHOyHE8E0O+Ne+N3Xv/3jypXOkvkpOBfuAgGiyw0EnrMIQIMA7cZk1RII/BASKBXA9hxjjbnj7/LCzZCQxyQrCIgGD/4RvkPhjvaRRIU7HVzJ3RXur4e5KssfULg7Wq04IgPeEZ6duhymKcIbr1dHvITZrttsYHrCXK1pkAr/BZfYM6lfPtouO78QqdztYad2HIqOp1Y7bZfnh4E2yG9aPsMNLvQpmk5MRQax8T7P+Nq7XEXeaYHrQvKnZHPnGE9aOXck6l9EvfXpTdKv37l+11a4A+l+68rDKN2XssvBiuMYUruDEqES/R/PwmrggMcq+jYiVPng4J5u5d2NkJyaB9GYYyym1VdmgqUQSOAuTRAhO3f9lEmNkPMXAcXBrzqBIkbUvc3FnccTyrrAw/1B4rUZ4VEglIdoJ3CsQCcCsMngrSfXAP+uoVA85cDDQCKxWeozrYbrKA0XmfoI4FP9JmvmDEjDbQbht60RAj6MB724OLyRlg3dC+UgRal1K5f3l1BYarj6eDSaO7Y9ypr0USmrJTwL4IooVnW7nPhgRiLhgRx9nKCiRQsNOtZ1z7dbiPl2RGyNqIgEngo3jjKIJodYYoK/4VbhjuJOiabqVDUTe8qoVCSSLY/RGQbw4ekgOKcogWM2vKsU+hZsWZGucFe400jpnsLdg7+zd+1hTd1n+EnykD/C7QmJhGtiEnIRYZgoBlGMGCohkmmNiBWwagyBIZYoQ5dImRaoV9QgSMGQ6iqKIK3YiowN61Sq1La6Szu0bl2ta7u6tltZu/v2/U4CJOf8gkr7bLXN+0crJ+HHyeWc8533e7/3LQx8Onxj0Mg1yRciiZDUYMLcHHHteyDS5LyLgP4aoAgIch+cu1TK4ZT44NzRWSRfaQucF7IErvuRCbtCQkcFM0VwauKIvSydoqPDw6HxEBm35HOtUIhPL4KJtnff/+AHzFkJSyhpN0X8WprWNckzZYqLwA91B8Kj0ZtuL6srReCV8JSgo5FhIesZXGycMwqFj1r9080/3bqVGqADGCvcBYK+Pj6/t1fVVoN5H1ZA21RkNlrqJXZbGo6gUSyWi/X2boux2VaBZ9u7ahr7My1WiV4nT/cPpT44/geF+7YNy5jJn3pnkyIUnghnTtu9m7I94MSu88xdz5K9HCH4FKLZLpKI8YCAVbBMUNZe8pOL551nPnWIvMiceQeYP88gT74WP5fBnPWS91bBjNDKyoMHvW9M58yIeeyNlGIvXd7+rIPMhRc8pf0zQnZvPrZnTI3PmzvjwMHIyPmjpfyqpcsOxcxKnOc6AmMVG17ZmLx1ebSbcw9zc+5LV55I+flnH9y9+5s3b741Urrf+dPvfjfx0r2gLKKkISKiLEKrLQdotcJ13d1N9QYDXNcBQ0NtgOZmq3VoqClfklmnV9tadOYe5CrT1DFk5fLNLRXyU12n+sQVLT385sx6+hCEbPL1LTZg3pMIelyQnieX22x2e3MzJBwblEqj0a63dYpNp2ry8qjcOxzDaxaDRY2polHHstdxVUqUzGpAkavNXL1e39rZWVEhl/f1DQ/nAQP/f6VpHgIIFPG5eXnDXXJ5aWknsOx8fm0tkqYPDYEbP7e1p9FWJe5Kz2GP9y4iph3M3Tsb9fAZDhmGwEGmxyw2peNtA+AcXJQnNzX21xkNYBrWZh+sSFuDK5zZDqDkzT0SSUd9W51YjGfbUfNU0i2R6FvSML2A1PgkuD2QcAw96tHcAA8UFel0QqFVJa/B9KSBbx8q6fDJt9d3Z+L4dkdRbabTWSGn7osjb8DC4egwyzl2smi95hbKdhCm08s7mnBN4RYjp6EVs1R6naqsPgnzxtfVFRTgpgP6JeUNImqfIqBU29tE1dwL8vIgfhWjxUeFewWmyeAv3L/1QGz7S5d3Z0Q+6rtw37z6/LlZkede3Bd86LUdhw4fPuzm2hdcirt8uZhqDP3/QG7NTl+cO5ut15f74NxzFput+Ra76erKKycu7liwa8meDXsvhM5bihjCnAqzkGPX5Xgcx3PnTpmydevJk5cu/f7Du3cHO3Hk85r01i/ufvj7wxmv7Xou6vH1czwZyzWdg2XaFiLGobg4K+vQobAwkM0nrgXWPZbdbnRqK/LGTk2xiuIpexYsBNb99C8+f7vXqBZQTwSxK9cv2PHWZxmfXL7s8rzxwljhLpUiIwKlEm/3i7wDOEDS4J16EXchB9Wsj2w8BIeMxc0GwWYjhh3w437wPyjckWvLY15xoi4gy0WKcwuCayGqryTKTr002VvnAscGLFNJjWAqDIxkPh9JfrIicAeMX5Pp+aVTdjF/4CVLJ7YiXRn5xnQZ6O/3e7nOzo3eRNLeI9H8ai/RPHqpTM/mwhVIdn0lbkQNNGdycFDyKOf+k1HOfU7IpaC/Hf7kizNvvnsbubm7T4sTV7ojINbdyamGf5VxLEqrS5aO/GRG0lMNygoxJJ0RyallEVauTewAUbqGLyFcSNbR2zVighwUSIdFOq6EcJQp49D5eu9rt1TKYLBYRhD3Ibq3nGPkmjWmex6n7KQuIHpb+bX0JiSrJvYXJPNKJYuFnOaLfEzJ+EFghdQBDY9Bln703QMLGPTegXMjlkDCIZdRxRqgo68CithtF8t9pVi7nw5m/+irgVoytnG6nmvELbBogZCjsflaEI0qoeZpp49lchlmaMr4ULcjW/iICKHQN1OmFep98u1aPqbSRompJT4E83JNB9ZRBgZE4WXm465YDB8Kd2S+7sSK5btgGkWF2Q4ujjj79YAAu7CcgyPaOiEfhRrLCp6cNJpGQ306KtxxL81fuH/rURi4IfyJe7DtW2Jmxr2a8KIrSDRkb/gugmu/NIXs5fz/BRKl++TcJT459yTxkHseBRzSQxZBCExkwla3m3Seko5LgpgyBRnW37z5xy+w47ABDDOdpmx8Nu4AzNolhHgaU6+Q5gmrOaPj46GhYWFMCDn9CcG6y8XdtDqSTaMiMDF8ZlDQT3/54d2yWuyUkUDW99vfvnU8CMQOFNbdXbgLkLo9P39oqKUlB7MEDPnvtBuHOM32CsyYf4BgzbC8v9WSP2TVqddgTp0rBHnDjWquxFDfZpdj2AE/7gdfceF+civ1fnrt47uwhbtifwi+cJ9yAiY0d3krVxCWL5zFDAslj6FK5z3OnH6IpGlBSvIfPXZ89QzSDWOsIi7y+OrLT3pXDnOLsyqPHyTX/nPBt/HRbSSXnNOXjjJPXPW8+BbOzUpOnpX1XY8Jc8X+A0dWPzV/7diW4sTIyIyM746GJMxbmXLu0KHipa4zw9yl4ctiIp9b77rXLgbO/dClK7CPj6x8fVnCzz+8+8W6P9+4BZaQz4C7DMhlJq50RygoO1NyVqstKGsoKS+3cMrLheucTmRem5nZ1NTRYeHQ69v5djsw3kajsqOjXlLL11TstA2ae/S1Rkk93WAE4r2x1FSTlt4FOvVBe53RWg8HeaYR6PGd8j4kTUcvg81OTxeLW1r47UajAblPgop9QN8C3HtfTRJw73j5jGCxLB0EHhWdOrN9AHYhE0nmkWEN+Ms36/X9/TZg4E3AwIMEHhaJ97HMtwYCxaR4B3DsaX19QJLbWtSIJm9vt1oNhiF407ncnp6WFjGU7fjwC08o3Ey7Wl+Hmi71BmOzvdW2M2mY7eM9XiFYXMSQt/S3N1uBmG9u19kY+K6nICcvrVQEs8uGeoO9Vc7ALYiap/16q4Ver9dhlxHk9lXojb7U7QJBTU1bW28vn5+HeaG5RTvNBm0mvwLDauekVTU1OSUV1NQikMy3tmsbzC3Ui0uqooVracD5SrIdJvBrasZdsdQ+FO65Rc1l9c1UoY5A0actr6dK0+HFarUcDnX7CkF7SYeE+kJS49U0Zy3VSFlRWkqj7dxJ2R4w2K71F+5+kOFi25dl/Hs8tr3yeGTyuSMHEl7LOHQwJSXjJCSJbiW49gvFVMe5/ycUbs4d41jLZpuBc8eJ0kHZkmSvb2rS5a2Bk8DalVNOnN7x6u5ri7JemrJy/pPpg3Xa3kGbgPRrxcV7T7y64/33P/z9L5bPm/8khcROF3Mb3mn/54WsBZ8mhG3Kemn//OgRo3h2bnOm1jLsPs/MmHH58sKFGQcuAus+Z2lXkiFbws3z+mOxim1TfrEgYd/PP/jgt5//WE7ym0fgrRn+892PPz5y5ORJF+vusTfuwp3tUreLcRQAABmvl0QYMa6zCHCvAbP5wPl4i4bGoJAOsrTAorBEuCwrP+4PX3HhPpOSS+paClu4g4ocW7i/PGUjMyWBepQnxr0IVDT5DwgCtzFnR6ZQnu0OOiV3i04kRIKvDFlAfwXm3w+QtklDQphMsl3letg3cjcAUeRhoWNlOqLw9zCPeVnDP5KQ4P2uuVxvRjT4cyYneGS6/iTsxaBNxD4+OTkr6PwbM/+p+vPbN98CL3cX746U7hM2hnShICIb2DzEypYpM7nNIxp3jcbMGonFtInTknR8C8G7D3F1omFprowh0oPh9Avg554PJt0u45BU2VSRmptJLPYCXUJVQztkJrEZHNy1BPfu5Fi5PRrxfU2kCGRQGWo0SKdNp4/s+pmIJrpVaWcNAoHPuK9lvsFQyPJgQgCSlKB3QnyGxIdg4LaxzGJxEt5F3QcWA9PeTqThlgHTPiAS+wo8HYFCWiVSAUVOo0lg/MFHUxQgkKZr7NCYaaCr8DpyBIdsgGie+jqdp0pN4IzSwKnDq9ulUuS/rFRKsa1dZLai5eDHqJAy1QfxlgSJqd1YQ/g1Mq4PknyN2OyrJ0D3oXBHe9dG8l1GUIBYHtsJkEqRJw91u0LaDF481Ao6lwHxqxjJqwJJ5XGzCwPwqfoLdz9IcLHtz/gs2hGCIo8kBEeeD/pR3KKQZ+N2EL4yW79mXPsIXJw7JkgUHUoSTrUPUTrk83vEncYGFkftipkFL/P05BmQBtEtzMd1FAsL//L343dWH18QPs/Lls6FRoiXYEkLgcLfBO/dvvCnR4XzqYwqcJbx6JZFR18Lmwas+wWwzBuAayo1YCIWse6Vj27+7JO/ehhWjmEN10ijbd0K9voE604u3HlFw2azViuR1GD6AzyeLK9ULSm3GFidWC+ZnMV9FW3GdRxVO+6OCMgQkEPWtXV3S4wiud8CcuKYYOGemEjdjgr3g8uoyUloqeMvUqdKFcX7mdPfe4+yPWBe4hvMfQeohfv6JSnMA5QIVoF0e+WWo++toOi5FmRMY+4vJh8kTy+YxbyYSKbzf/LeuWmH53p3jqT798+evYi03/NWvjj9wILtKzwPlpf3HJ69MMTzPby+cu+W5FeyPDRkjyxZMn363r1je3n52WOV4VkzpK4Nq+bsPnd45kszXIX8yqyTya+GzIPjP3DO5eCUWSl//QP98w8/uHPnT+Dojjzd/3T7t799e8JKdyjbC16IKHFWZ5ecOXOmhD4kGeruBnf3bIOhrq6tDfm7l/dmZurNjSJ9nXUov8MCh1mdXmQy9YlF/fpa6zvdHIshs83caAJ+3eFAfiK6VpUxP7/cIslsH1CrGYzh4aKinBwe8TbFx9fU7OxsHUDMPKe7yWBUtfN1ajGjpms4vUgWP4ntehoGgnjH1DSk1m5tRbHJdHoHkuJ3WzMzle0DfFhEDcswYKGkYbSUDBabNM5y3wAI2IpJa+IdEF07PNyVVsMwVdjUrLq6AVCyZ0rK4XOpr6dLBuy6/s6Kmpqi+7HW5ClycmXpw2DHr+5pV0nyy7vzDao2XYv8lG9LfR4vJx5mGUw9evBDLs+vt+vENXj/H16qFL4eFXVwa8ihD5jl2F6xIFWWLq4wWjlOqwp/OmfnDMvNdI4zv62lCHOHwGYzGBLJunWtrQrMNTMnvkLPOdPEZSgwY1Txp4yGbIuOkJF6g8erqNBGWJtzMUvmmSQR+SrMXQhPNtj+AsdG9ZoJmDQJDqxuGWYxk5lTYJdTP6s1NS00J27PiopoNDum3shdnEmztlLvAHLldlqHuo+yXTE4SKOlYSruAXpJAb5w12ZSbyT8hfu3ACtWrF37w8RLr6yeNn7hXvn8kYWHjvxs1lM7Li06Hbfg4OEDO7L2rvx66NrJyJG3wBWrGTe9w1bUcTnVJgaucp8qb9cO1ZW6406h/ng8asFrhw8s2HrhSuiV/A6tBXcvLJX+4xfvf/C3W59uen158YxHSAlO4uaOiPaaLumcxBPLEl5cGLdof+iMtUT5kDpVrgUaZWzC8/r1E1lP7cvIyMp6+eo/JNqIRko0Uqx0XsjWmTE/+Pj9XeuvPkJ254PzCstOo53+w8yZGzcuWJCYOIfIbSdAFO6LYSCWRqfjzWAUUr1SCMbrFT58hB3iQbC/6PalZkTiw2og8+0s/D2RH/eLCRbuuNwkVLjHBFMrerRUZSRFhA5Wp9sg9DSIsh3o5x/BQtR9mhc1k/kUxhB+Vcw5ZmSgy13RA1HhW5jPRZE3rwxJAV8Z8l7Oi1vI3OgWqo2AFxgYFBQZSXpmwLLI1UGJXir32MBFQbNIDvPzg2OY+6LHiH1YDE2Xe6rKZsasHs1Mde0XmXNHCn3EuR+N+XRVzb+MH99izr5169ZN1xnyxo17lee+AbpxcJQhtO2ccsJbRsgFICsYxLU3iuyQnTqicE+D3FQroW+3KPVgz50KrT0NP5OwgMmmczWdbg5UIEsXNbocv9GBz+cjJ3fvozNX1icehGydaoJ713IkEL7UyUj34fiNQRqU6TpQ4xuVBjeBj6DlQBwPLMWCxSD56f6Xe/jgSKphlIrUrAFuJnj1IrYbIZtuUDazdKIqRtf4gnQq2NI0cSOLSxjql0EfRS+Sy+7pwYm49maI5qDR3nGH6/p8pszEt8I3LJurJ8JJsEBs+xn45vF95GoTzWT4ytI1+O6rICkJtYxw/igIfW6+HadYHddcAlnU1GCnKno42ggdRjC/QtonFAqNuA8B6cnxCne0GKY8D0iDXkAHrsEgEtFouD52Dchv20TUX0Cu1RJMJjnE19JoOHsfxOThbrFYWOLeX7h/CxAYGH5Pth1hetCLYbvCT8dlwNXuvbjnSNfUrxsQ537GN+fOwbbbQF3Ozydlk8ZGr4T2QuT39+0JhyxqTKYZgnng7rtPHdwCuoTloaOqWQKTZPqIXnczC9r1UDz8IGyRu3zIIZxlvOjrVdGo9fFE5MUTTog3x8VHxwb+85P3N1c+4S2Zd0EgO4U6dugTRax7VMjoSYko3PuMBqdzYABHgShyauRceq8zc4CB0ajyUnOGTea6bouhuRN7op40Ka+Lpe910iWNnTK/zcSXwgQL970UFxeQoG9IxhbujxQvYj56dBdlO0+6nfnMtGmU7UA/v8hMjqHepBdfTmC+GHeB+vyUI8zIteQ51ICQZ48zry0i33AW7z/EDPZKTEKYn7WbOWvvj722QS57cvLRo+QJjrjg89MubPO8AMdKoza+EbPhEc9tM3YnMN9IHPOdhMUOHTp6dCyGCRZ65VjQnuXX3eT9/MQdyQdnPu5exMW5r3dx7oeDYzL279f88++f/OCzmzdv3bx9e/NmJvPWrTffnKjSvaAMUFBAK+jtdQpLGpDaHaWmdndrtU6n1WrXNzd3dHC6y3slBO9u1quUQJbDAcfVt5gYXfKqxkG7CqbrnRaDqk5vq0jrSpfl5DqK5GIdi2DeYbnmZrPZZIJHiuJHQyxz4rtqqjpZAxCtmW8B7t2q4ra1qnea+tK68tJljhypV9obBnlTp07d2dnZyWq1A4FvoDflg7UHWigTpYC2w2JqWE6OWPhhQHo6sPCL4xEPP+nh4+Fj2Wi/c+ElIH59GEhxBqMCZOw9evtAm8qYaYBWCHDs0IgwDoABfmeFvG9quuI+71pi2TnxQLR39ZlazHqCaecA096ua5R3uakkLFJTkTU84tqVynLg2utaq+S5Ps7B4No+zKjQqYa6OflWnW0qlv/n8XJlplKjVbiOLmkpxd0y8FIdw6VmpdZp4Jdiu6/xDpGot5fD6cTSPI50m96SPQR8O9VjQRDP0Nfi+XZUaWdnW+jUCEV0mW2HsRBREbU3oMiryK4e4iswJskiUUGBDuMvnzqJ76zuxlD0ATXNhhfqcQ0GtRqvcJF3NtHqMJql9JZmmrWLagAhHRig0VwTKd5oz6/WUgt3XmqPv3D/NgKx7YmJr9yDbX9mdtAPnj+WPCslY8fu3XGvHUhYtvvZkJVfL107GeNy7m0qS6+YgbGWCUhrMWZL9CYP/5jU69ue3bMs42DCxb98+PYXv5rhadM4CluL9u3f/37fj5YtyHo2sXiOR8GgiB+0WDh2Bzr/XV8Zsinseylh15bvnzEHqo8cDeuF6qoqz4Ueuf5SSMLM4COvXPvj3c8tjEnUXYyV7v/DyZuf/e3A6devTiax7oL4rnXrJJInnwwJQaz7xSU/vBrtYt2Jwn2I1oAbWEeoEecDf8LV4G4VEEmzE5SWJUq7L40lgzEExsRGrszPtn9pTLBwx9mvI2k6rnCPDdwLS1GmRwHR6HjHbA94CrZTNTdrQ8PAv4Uqlp8btpB5nCqj2z75PPNwAlnNjnxlImPI9x1PTr7MXJ1wmrQ1AM1wk+X8iSEwIktSuf8w/Cm3EcwIYqOXM4OC4zyfFBrKZMZ5bCkM3Bg0K+aHo+T9+qgjTPCBdP+EOPdlBOdeGL0/ZmPkgcnbC//z+d8337l1693furTud+58GaV7AeHnjth2JxKhoE1KJdgHul3c7awKMWtU4a6GjE2xxuhOTeVCVtoaOE5PafSgO3a5j9hH3UfAHVokGnFyL+e086vEVOPwNbJTkJ0Kd+8gmEdUL8wcslrEp+4lqyYjV9ZFhLCyiIh812IuZMPPVm47PIKIaCjkH5SK/v8jL+kU7LgaXkIbVwIvB735LqyDn7iwvVFswhCp94WiJJNIz4VcHlguQgiriRj3ZtoDAmQyjYYOUaLIfKhFNL4hvENshhN5QUQTq9H35yolRpVQ89ThY7FJMjX0A9bRe3zsn0I0iEapfPnM67hCWhNX7oNvHydAEZH4JqyxBLJdV2GvXigzFWu8jhTuEViFezpDQsvEDnqVAnmP9ZRBcn5cJ7uFX04bxPSw0/gGWjOmD5WLDnvKVoAKgnWpezRJNuAv3L+NcHGz49TsBBDXvin8Ytwh4NpT4p6l2L99PREv6vfFuecRIy5YtUyAmAunADGZR5g7ZS8Ers++9fHnf8D8DqCWk90wWJwVB5L4mIuj13qEqSCc7xjtKAaGLg+bCaz7EkiW5BHOMpRZdDRwsDHo9vHf/VaH9WpLlTaW3f3wAzCqCQ4hF2WjrTb0yW4B970TLtbdVbh3SEpxIkBQtzeam9bVS/pLcWNIqbKuCn0+eEq3NuI0lqmpeXlqNfBsHSxdzkN3Kf764Sss3K/uxxfuAil4IeIL9+nTmUzcFejQ9GeY673c0hGuz9/NPP/ec5Rnz722gHk8hBLNunbOsdkpwatIWxXSBVuOJUeRxq0D5yyvfCxll5d0HbAIMp8ukCj+eYk/oqjci5/OmH1wkWeFn3p9/7HkmDBP2fz8+c8/v3Dh3NFMKKk0IeVc8oXiETHPvMczfvDakvWjnHvG8ycJzl16/eorGckHQ3489z//+OuRfTdv/e7GzZt37jCZH30Enu4TLt2BdacVlDS8UAbmkACg3UuQf7rV6nQid3dw/Ta3cw1N4DsDvLvdbCvV6GpVknoLMLOZdf0Vpq6aGnGnphV8G4H1bQKzx0GTaXjY4WBPio+Xy3U6lQox701NzVwzuIAj5j03nj1CvYOl1HBNaadugGs11HdwOjqGlM11enCJB+U7yONljtxJ9zKOJABS66lpsBBw8AMDsBjUt7AcwJkPLjlGVfMAv46v7wEevsWERlkZaWmIu87LAxobkBufg0jtSWP79T8HD0TrBFx7lO7i1tNQyS6ywX6r+W38gWawt1dmWpCGvaMJinYVvFgdvGiw9pnqeygUAx5PmuOQ5Q3X1FTYzHquykDndEOMhmpAJ5JPHY9pd3HtXV0VFXV1BgPi2vWtJrhV8/G+8SY5wEjG3FbPKbdY+Z0mvFwergUyubydW96Nmqc52MUmyWpK+R2ccuvATtz+8XjpXfo2NEo1FavEcaTXSZzZzbokH3y71Rffnp7udJaXpxVR90nAtnHLG/iYqxcvdZhrbaivGaY8Qijcu7EK966qJlpzI7UbwZtky65uwnjKBARYrQ0NuE62jut8oQXTw65poxdwMQL/3Pr6M2coWwGZ2R2Ywn1NOsRB+Qv3bxdG2PZp08Yr2p+ZXbn6+eR9wLXvivsUuPZrz/54Djn88OuJHPlOX5y7rEhJt/Q2Yjn3UzpriVVXyvZurQWu/PHpaylPffDhJ3+/enXpUurcnY5bHWFvef3EjpkJB7YumnJ129on3YVEkbw9m15ncy8onR+atXXfwbBdUXvnT35ku0TidJIHlqTS5SGfzjzys49v/PWf269ThMLgSVXR+8XvP0xJOTLzdBSJdZfabAUFiOmQggPHwX1HYi4uuTofPi+icG+m+lkiIHV7CUgj07AUCNx5sDKBgGv2JYiUyZAxfD69775tif0YD19h4T459HvYwh1EKz4K96WR55lMT/XICJZFTmcuxwxfL4Lb+kuUrdKQDczKOOr0a8BGUHBR7/uz4CV7R50iFMckM1PIQ9jR0BNISCA9061y9zxkkcr9aGSU17PWhr9Cls3HxTGZnsFxV+Ed8wxiBR9I4NxHiPuQ4DfcnLsg8Icwth48ec6K2JVTHp2GPGVu3HCdMG/e/FJDqsDpCUdE6UrliMa9BzTkSMDs5OjBucXMr4dITNC7g1JhsTQNfGWQ8wjKTG1JQlXjGnEnHwZ5YBt4ymgaxw57xLy3cS1EbGc5h8tvEU2VYVJ1pOlgZ1KnHCKiWGFhSE3Va2wTLQTQcgzCaIUFHil0ehOxZx4vGLUXkLU5gk3Uh6p5Rjpmv/5HQMb1CHLXHnG5aP+EYOwzgrIIJIZp4/ewWkQmRlrSlxrFV0gZMGQwYvDTS+fyG8XpPjKrvQF9FI1mxHzoXlx7qpShUcEQRANHJcJbFxOQAvMTAXvC98m2Q3uVJQE6XYUxXUHgSWUQxfqCr1EqdKXMBr4dvw+Ib3f64tsRqy3yEcGqhHcOJ+JENjAN9AHMI4TCnYVVuKOwUxxNjqxgnBqsCw9KNsBtr+U4hbhfkNM5Ee2Y7bnoFhezPYAOZvrUN3wx5DH6C/dvF2A2637Y9keDXkxYFhYMXPuhuJCHhGsfgWJ8zr3XB+deBfZqKuIC6A1eYPRf/n7nT8f/FhVFTScF4TyxYGBgaAiaAngtfOVoISHmNtGUHgvGRv8QWPfpwQmhL4OzDI3PJy8GRx5E2P7tozt/uvg6OXIVAZXSQ+Ir4QvAUN+bdQfhLihe3L5Uq9w2NSBxIAp3ex5G0wjmzsMDkvKzxrY0DAUC6naHnJ/ZAERDGqbqB7pIWlMjkZw9m6mq8bav9GOC+IoL9zeC91MfIAr3T8lsNmBp8jEmE5ektiN5OvOlOdTCfc/mRyt3UxaSvnSCWXmJonMJCDhytLJyDkVuumHmE8xL28h8wPyUc8wjS0mK+FWrpk8/fJh847z7e1sqryz1vMeNLfzFscjnswo9/9b1qEuzk59O9JRWL1q0efPTT49tmT/v4JaUhfNGV3pp63uPhm14Odb1966cTFl9IHEb/CQoLJ555PiRxGJF4OT9s2bdBh/3Gzc++ugZUBzehCJ+wkr3ggItwln4R0FTk8EgFJ45k51tNdbxMyXahoYGJ6etxwZF9RCnOlurtdY2mmry5I09XLpQWyK0GGpZphpHfI5DXGrWW+labYl2yMrSmfocjpwcNni7OBylpa32TKtTePasJV/Vzuo31RTBYzkKtmDsXREoitJMalZbszV/nTa7pEFrsLbX9eiqxDKZA4zapVI2m+yLOx7QcmlpclsjkNWtKpXKaKWvAwiFyDbnLATGIjG/1QqhrABdf0UVQl8NEsMjIGv4EeRIPaFgs1MfGGy2wmOJnJw1o4s73H8wz2QidqGTz0d71NxsMEgkEGp7Fu0v2vNyjhVeht48qN5Z2pc2nHdfnQhv8HipqVIp/E2Qp5faWHqjoRveau06g8purpDLMFysFwSCHKDpa2pYLIulpEQobGvbWepL145O4ooc2XBVT2avM7vcWlfqo6BDJ/PhYT4f0nu1LDV+Obge5JbyDdrq7rpSLAskSM2rMUoaslUqHAEN8vncVmN5g9GOk8YL2F39zQUcOzWXCKBQGI1nzpRiTNd5vDy5oaDDeArzW/FdNprW2Ip5JEAsLijQaKiFO4/XYnSeaXFQ/5DDZKeVN2JGUNnsM2ckmPE3Ho9b3tuL81425XeXYC77AbkQ5GDBbIfCvcPgL9y/9eDxAp/ctm3TpsrKexXu0yvfm3ny1QM/OpLy6aIr28ld7q83FKWNJeuM7TkYRqQoDyYxu6vyPC5XozDVNpVY5dSHeIVLwzd99tlnv9yzZ9u2uXO900nZCm5vdXmpTFq48sqClCPvvXpx/7a1c6VESSO3Swok8rzR9VJXFW995YnkQ8uuPF6leeGF2tpUCsGiKLwSlfL927cXZL28dK6UXOmkq5sL8hunnFiycda5lA0XrgeOniR5CoVWazS6KpHrq/ZsnXX+CKrciMId23eVE+p2nRhPGy0mkvFw5wYCiKCh0YRCsfg+B7D8uCe+4sI9OcZ7wNMFVLgvjKa2zq4HH8Fbwm+CfNKoUMr9asDemMcwC8VOBl/JYM+kUjcWQF7Z/lHflhEgLfnMqLG5UReWRu1iJkeRM1WJFxtNCnF1qdy937P5IRmwqLfO/iqY2M70dLsJDIyJQWGsY8f641HJzF1RYwwFcpm/5HaZjw1cHpM8yrmvDH4vKAUp3gJnnJv16E/ffPPdd9GIKiRezL5xY2KVu6e3DCQxokOLy80kok6Rxn0QAjHRw+8ozUD1mrkc2B4hlPA7Cd5dxx2KKIPeWD3/X4SmFxz9RC1KCSGch5t5kWiMA1VI5WI9n04sli3MBBd3uQ/eOJdh0uggNdXlSI7U95IH9yPHYYU0HljtPnGpi9dGrDad7uoFeKPX9RBAokQC+TG0gJ78gVEqGvRYQs9HSnwXUNfCG8AbI/D56KmlYtQLuB8q/D4AfAd48RiVToLIRx8BCrG933ECQdIpfhtqy5A/VzwWM9Sg/4TIVq55PP29i21H7gZJPtNw0xltMFXB4eIN2NGeyTnl3i7HnlBIufCdq/MxSoX49gaOHj/6gAzOcU7paFE+pI/YsP1iOb0bMlOx7ys6wHAe87kyo4+OwCkg4LCLicX4uFOF9B0fS3Vi7dfho0KNNsx2KNyNfCrt5i/cv13gBS4Nv3Zvtt2F1QTXTp4oezgwLucOWahYzj1VquFUYzn3AF4On/vmmykpoDMIIwsKipIsEHvhOjHOCL0WfAwmA0KI/n+qtIpTLuR7zaLERm+Dj+B48OE//AE/jw46uNJPbtye9ljkJi/JvAtoSsYOxcNkMM0LCg6D8mEU3oZS2ydnBM90F+6U4hrMf3MqbPTs7m41zquXx87pqmqtdmoNaqyXDJudl2e3NzQ0Ncnl/sL9qwIq3BfuoY5+j1O4Hzzou3CP/DXVrTEg4ML02cyFc7wNkBCuH4TvNs4SfsmhLcysRGrh/vp75zELxW5f/8yjRyiKloCAXcseZT6+klxohL6ewjy452XS1keevsaM3PMSaWvAgQNMJjk9deWVjbMzrnlX/tuvLAOV+4+9rEvmv5dcGezpdlNYePgw9ADmjD1pfcjPpu14bqy38PSCjZvDEmcQnHts4f6ZPxvl3OcvO3z+R8unSAsLZxw+ePz8u4A//Qlx7rNn37rx5oTkMgXg4n4GyPYXygENDQUF1dVGo8RQrT1TJqxu47f2WC1C4N07JPZ+Uamem+/UnhX2GmoHCd69v07FcQKDXd/Gt1U5cnPWpE+tAmEMpxu4ea1K1d8/PJybm5ODWAKF4pR80KyylgPr7Sy3Ntt7dpqGHaAvl5K15WvSGLZG8LCxrhNqgRIu5wxZ9T02m8kEcvRcF/tOpR3uBysU8cDD18hNSDWuVgOFDbBaexGl7WbjEdCLdcFgsFprXbQ8ATufZbMR1PgDoaW/lSDS3Yu0G+nApxOwNJS4/6hWKCR2o9e1V2Yz2kOTvAZ2eEKvdQQ8Hps9wrOLq3r0RqWlXJstFFqa2uwttr60e2pueAI2NAkcRabStuZy59mzHI7dXlqK47ZHfiFVscZRU8VSWRqyhRJ7S5oPH/kxtl2rtduHHdjCHa4Hp6pU3dXZBrsJ2xMQKNbId3Y7s3vVWDcZgaAoT1UuLGm1YYNCCL69WmLGvRw2u6enrAznlI6sK2u1QmcVTjLPFudbGoYcmFqbzYYeilaBaSsUDVtpQ3W4opdhbCqj4xargr55Iyb7KSf3HRq9HWMGI4A+gGSQ+gs8sIPHUfepqVC42/GFu8VM9b/xF+7fPPAItv3qplfvzbbP3jxty/HzMQTX/nDo2skYl3NXEZw7ZtRFYZNYEOeOOXvlmPlv333//fM/QD7p1697ch2OPElJkzGNOKPNmffcspRZh8NOvDxjbmGsQmEasmhrvbyqUlfNiFq08b1DCX/5/De/qarCOaN1mb5497O3vv/LXVErlz5JOi2ZLL3adoWicM6iS08cO3hy+ZTr10c6ABpNQUHXqPfNnO2Xlp0cTU4lQSG1g1svUrfjTtSpUjGYY2b79A6AGFahMCLCl1evHxMDKtx3TaGK0sYp3FEGqK/CHRzeqQ8EJAbPYh4KpcqwkB0MM8pbGk4AWcJ7EtEjWJ6AX2htUCXzGGVrwOWoLcw4kgEM/NXohczHKL4ygsD9zMqYBaStASg9lfpikcqdXONHRR4NWuAlkg8MjWI+7629nzwZieY9eYmssMc8mguKwCUxx9ypqWOcu+tWegYo3laHoJ4A8b598cXbb9++7Tp33rnz7gSHVEdYd2DbEe+O/mUE1n2IMA55R8nSaDRNhMIdOcuIxTpuPpGb6tK3O8SN4Od+FhZxQtJmFUFepiK1tmshDofPN3mwxgppF3ikZBLuKGB2S28H23WqR50LqSgzldWqtAKlSoDDQcJ0RER/qWoWB7RfLtggONaFOvBJH4OFMK2fIMZIfATVKP8OMVUEHth6/f4AonSxGDUXXPY+WqFE2cqSM8YXp3tihbQIEnGNhPFQOV/vKwB7DGypSSMBb/kIoUrDGEc4z5MuHmHbcSbiLrClLSD+LhEO+PyKODSwSITTV8WYl6QCvl3vI4h1hG/HUUBwqfFFRRMDoDQ+NibWIeb7ykxFxuv4KxcygmFh+08VEdV4uTyfjzdfrxF3Y13cc5LMWKKcsHPG7dVUBofGZVH/AirchyhOGv7C/ZsIAcG237NoR4iM2RWVOJma8/MwwcW5Y1tsRQTnjrN3xFHkI1gDozcFVVVoPiAmJmTMKR0gF5V7tAGXTt4LwevfC9sL13x0pAqV5P4h0fiorPzss7t3sd3O77TwS37z+aYfBZ2P3EOyh0enpA5iTmZEMJ8xebvrIaRy9z7HQVmFK9xTU9Pz2o3CBqRux03q5w7bat9p6Fb1E16WJPB48TKbDY35q320Rf2YGC7tO86M+/EDFe4nT+IL9+0rH7hwX7AMX7hf2PN95qUN1L26cvIc83AitT+w9uhx5jEqd7b89S3MSxfJhfuTq3ZsfuzXz5Kk8oLC9Y9W/jqMLKC/cmX27GvXvLe5VO4hJE3Z6z87Vvmal0heOu/1R8+/utVT5bZ9+5Ythw/P8ZDPvH4tcvPpK0+676UVhVkz31i9e/0c4meBm3MvJhj4tVuXTfv+hr1w8M7duvv48U8+efvtmzchRxXw0R1IUp2QXmaEdYepTcS7I393CbDu9fUoVLVDAiORLEM5qNe1BpXZZrOxag29QoJ3R/r2pCpba1uTBbhxp6q2v2U4Lz5eAYnGarXVKhSWlFgsbW2iqnQZbFUgmTpbkZe2U92usoDAWrguf6jWPlhVAwYyYO0C1Dvp43AsTmOo+9vAdWbdOpDhn83PVyr1+hZbBSzo0r4rFKnk35oYFLBfLpSCS7oLPfY2FwHu4uabLAQpPiEYPBZSqercf0Cttrn/6PA4HPaDgidITVUocnLi42VFNTU2m14/NFReng08e34Tt21QzUjzLU73XIWtyIlfPFzTb1ZlAisubDKY++X48CM3BOxJoGy39Rh6q7PLm+psLkoJA+RrM1wzwrY7fHjiCBSLh83G3obyJnMa9ik8dvxwDz87u3soDTu2KhD0yY3dvVoz1rpsjG/HGK4LJiHPBaOR+giizluNzgi9HLMoL8/WVlCu9vJbHgGit3DqFh5PV1tepsPMLQjYojNOq576KwEBbW0FBbj3ra+qm9ZeRa2349N6sES5oAgGZs1mynaicK81UxeS9TXThkw+CvdT/sL9mwIeTxG4imDbx3WSQZg+fcsT+w4sCnl5O7U9/jDBxbkbcZy7g+DccRoRgcJksGi5ebmYM+oaOxyliY0bNmzcGBx84sSMpSCQdT/tVKnljKonzd1sXrX9pa0znwh+dUPi5OurunQN1QYd6dQJovmoRefOffzx22/PmIG7VuxkaWl//8vBjRvPPbd8MijZx1j3XLm+zMLaCX/JLZgPzti/fu5cNLSHVO75+Z79a6AHcYV7GgP67hEsH9l4rmQ8pa9kPFkXPR+5GfgmaPyYGA4EbWZeJN2nIYxTuIeH4wt3aSAIXx6ocA8M34RfCkm/F8ZRNVvIL/17mOzUR8A99TFPBZcLq6Kfh2lpqoD/OZDKU31ltiWkeIWduhEZSU13RSr3Mct1F2ZMWUbZN7Tk+ZF7XBfQu+eZ5yoNfCXmqIdJjSLwRMysyCz3zy7OHfxkiJ9mANPu4tzBxQnGBhbS6W53GfCXeevmxAQzLtY9wsXLIk64hNC4qyBJlUO4uKv4gyKXs0wJoXBnELy7S9+OeHd2ktztKlOmVGkaZcQRLpW6vNyRqNqg1GnSkjzPOOmMnZp2pct2PZuj5JvHj+tMSkLcsVLJcYvStcJ6+gBo8E3AHz/A3Oo3HyukDoZc089tRqdLBFefgsGIv2+eHSEniaFpJQYNyjj5rH68PZg3ksQ9QEXTQGSt9kmRIyC23Y56POOx7cBKacD1PMKItTdHWCFNUzbB963WV7cC+UFERIi8vnVjmDoO3w7C+YgIDgcv5UdsmYSPq1EFUltECd52PSAAeTfhFkQmExysQQ3qCNSLsJdD1BvDbW/ha7H2NGgpHFGeirwqcLcTqHCvw1yokdU0PoB1AKId7+NL4sdDAUHgNnAiuS+2PSb4QvQ9Zl4eEiDO3cdYC+LcrW5ZujcUMnWEFnse4UnT0VgLms4KCYmJORa5NXzp6GwbsrrSe8wYBUYvjwuG8PW40PWaZg83d4/lAgM3bZq9+W9/w00EorOIk1MReCX8Z8xZwYtC13o8hgylJO6TZGx0MQwVVobFRROUKFK5k2Tz/sL9oYG/cB/Fw124M/2Fux/+wn0E/sJ9FP7C3Y8Hgr9w98b/snBX+y7c/7L5/1C4q1kRYOWchvUPYEs7wRm6V9npQxaJzgsFQouvZDw/vgxQRulXVLi7FvNVuB8hWa4gIAN2GLym/oLLEp5acaPs1MiEE5Tt6A5gS9RlyvaAlMjZzP2j2aQjWB81kxR0ivBIyBKQpD9L2kq8XG+RGsIBUJSRLWiQ8fqnXp43gsDEoNUxMK7tieDg40FXo8f2ac5kOGg93Hgembwp6FjMCY/SnfBwJ34qjHpuxLI+NBTJ58TiL7746ebNm996azZMCd26McHaHQFVF8hVu5xTD+W7S+Pezm/jOlEhz6nTNELSpkvhroLk1C6x2u0rY+HrkopAlJ6nMRP1IpjUsFgjRjB5SY0aFWEKj8xM1CQn90kyhkjHVxIO7gURvZCeqvYV4DACFCeqI6JEQSRNoBcMYPhgci5m3J8j+TcMClke+OC3ghePxeURFFFCN/Dtop0PfsIUSIfdbkEFEeuUbSLT/ajvc2WNrHzirq5N0zXufdQKaR5RtJ/hDoxXtE9lGCHP1aKswhShLkxiNMJkhVNj8/F4QKmoBL7GFT7L9kyfZTvEFKLbWPz+ueSueK0/SieVMLDVK1K4i0TYR1jrfAjm0QW3DfP2C5KSfMnlaznVWBd3tGdGzH2xQtODd6oo1ThpakwaI4NF91m4r6Ns9eNhhKtov6dEBqEyKA4zhvbwQoGO0/FKd5xhU06SjijdqUcqDOCjW2zX/frV0F1h54NOhoW6w2lqOdoItdf5LTYwMfxk0LHgTz7/AtzcsVP9fP6NG9OmBQf/JJT812rEQ0SU89zoEyCYh3T5UXsfJJvX8ltGn6kIfTzmHDMoPDwwkKpy9xfuDw/8hfsoHt7C/aPZH91+6xnm7I/8hfv4v/xNhL9wp+L/Vrhjv7z+wt2PhwX+wh330DezcM+5R+Euk6EWNx8bG4d6rFY4UXLFeMvfSYxScBD26dTrx5fFV164P+sVKerC5PAMrMJFEbqcyQwOpmwnVDdHIynSF/h2L2FWRm6lbEcLPZpAsYQJCNgKmWB7ppBNquZGb2LOSlhOefZKiBij2MEHBkJHMOY6aWsItKXIYpm18J4lh3nfPiyFSpt0SxEdfS5oX7Dngi9P2cg8HDfmL4lK9++N7l/sSG4q8RMRExtGvAXR0cgWfvJksfj9j+98dPPW7duzYUz1d+9OaEoVuXyg/zYRUpkz8H8VIZXJFjbzW1kqwgrGomSJq0aTU1WiPmk6lO9WqMVegPK9FbrlPGmuqJELsjeXKfxY4kIaBLC6nNydHBUR1+ld4uUS6an5ROlZxqHzW0U77918R3YwyCm9VtkEpZ4L6wjnFrNmJ6MGZ7H7TcAa2VRGlUbH4tLz3WmzZcJud97shCxqUqVJYo37/qmBY2WJ8BcOMhTSKpEVPlMI1eVW3CPRNVV2iq9yF+3jfCy5Mha0kbOF5nFc5ov4RviKqHzvo5l/BrK1032og1DZnu2zbE/nlEf04nMDkC18NqhvcC+UiDnl4m4kiJBCoRDzCEAF98q4Wlsh6/exXA7ylMHtH3Jxl2BrC1+5qTn8WhoNJ+BBtxMPUrijhfyF+8OPwuj9ccvur2hHIplETLT5Qw7fpTuybMKHJKDSvVeJTV1LSkKiu5GfUEJpctCBsOXgIaeQtoG6pYp0EYwNvBp+snL1zd/d/QP+NM7hlJWdPv0ElA/k4l0NwlPXnUBgdAhhUxPiphDT4HTZ4XWylIacQPrfqCiXWMaD7PIX7g8N/IX7f9m7+qimzjt8SA75I3x4IEG+E0lMiIAnTUSC1JBGFEIkk4oQNdFWYggWcURZtEkVawGtH1iDYgoG6kdjUxCBtWJqpbYqq9S1dduZjZ2rW+u+2m11Yx/durP93iRAkvteEOu21vKcs516b+6bmxty7+993uf3PH74Bhfun25BhfvzU4X7VOE+0eFETBXuPkwV7ghThfu3E1OF+9ekcP/NZ7dIC/ee+1K4fy8+/PwEhTuXi+5b1Vj35Sj+kDgFygG8SGYlv5vJgzxB3Xh3+il8Ndxj4Z6BiTsiH4yscEeRp7T4eMJ2ABpqO2Z7Qvwa2rMBbuleJNKeD3+P+PINs17CdrkmxIfTlhKmGMgp/Qlij2t0NA0CWANfzA/Lx4hlpmW8RUh2fTzpg/A3vO0gI/D6y/s3xwbPA1AQ6xOjcwB2YOk+a2f4m9HRYXB8WFh0NEydQcjz49+dh/bUmzduw3X7+Pov780bEokEUNGOmj+RVIZBMYvFYmRh7gLTdTCGBJPunjgKq4XK5Vg9ZV6KuAkEFcVci6d8R37fqHwHcLkslrfftUTcxpH7NHIiPpVrZSJhBXSYMhoxPu45qemcttHs1B5vcurd9aTn8OVwXjK6U2yGUgWpc5BuREFxi1vh3JXgmN5wL1Xt/x/qVCnVxFGCt7yZ0ue5dnBl4pBCyOnJcx0nn3QiyKktMClbj777FAqznyvF1rMYCLhOCOVAaqoBEqf0MYhSqXAjXxXXR/d1LpOBQ++Dv0AHxkJ8BKXCNmiDVrDyyL5JPr8RhFk6Jtk0wlu255F8TDVovao4uFIa4GkpI/mwQC+BsgU3qCftG++BjzpdVRjjdThLegGsl2PN4pGgDbPdU1ngByPLTVVTbHFxmO2eD4qTWQkgaAVX1aCrNlW4f7NRkfh6NPKWuEvgQlYeCJCX7gKOjaR0R27pRUzcTyyUCo6r/sPxw3ZO3xT+SUTktH8LxdjhktO2b87asvWLrGnBUl5Aaio4uIiXhW2c7i3ex0qI8lSmX5v72mlLIk5CyXUFKiU2XwAPwcBECOh1RQ7z3/3uZ59RKH4UyVTh/o3BVOHuh29y4X7pDhTuN25OFe5ThfskMFW4B2CqcEeYKty/fZgq3L34/xfuYdv/kvXp1ptZ2//bhfv58+MU7gZDVRWPp9FEYSrzSqkDAq2bWrrTRJgclXKBrK+vyN1iUqvvS8rKFLC4x8L98GHcnlOn8d6SOxKepZ0+spF4QPJ8FNlP3B4auufYVtoLV4kJym9nz6MdXE2sxK8dS3o+fhnhbpK7KJ723Z+sI7z8tfxPaKeuBCc5hR3YR3tyD0EFdACmF+/MDDyX2Njlmzc9vOdK4DsuWrePdnJxYPNs8oaLzz/0g0v+myoqfnj0yfMbdo3NBURh3z827+QLozEWyfxpGw8+FJEw2/vP2OTM5Zvmzivb5fng/LDZkW++mZVVUREbm5u7efPcNU8vmb9tw4FjX3x8/sYvrt/Z8vCnt2/+4qeTr91REFPNGYWiZ1VPT0dtp9ZVH1dTVdRcItYZ66sOFSnEDtXAoM4GeUi1Np2hTd/V32isrSrqozj7TQK7HNpQzShXB0Xjc7kQlm/X6w39FCPKb3LzDLIGTRRE+8SUq+3CXs5Ak0TbV39Wsd4mscpMY+H4kP4BAUJqdarctLtf1arTGqvgcAZDIpHJBIJKfDy+70h2TpRIxIf0IbXaXpw6rOeaLPR+VZPYzEPnDEhJWb/eZkM5SCgBqa66F/KPSu8ikeh/B5EIZTJZIAjKYGDCeRoZ9ZA/pTgLcVZaSkmrc9A61LLb1JBabFer09JK+aIoyK6aaNBgRIkaBC2yJpSEdbajz9xqHTD1DtvV5TFR7InvtVKp1aplnK1iGAf7Bb2paaVkUUselEtNDp4ipaiTNTQs5/PJhxdUm22KQ2adYFhN2mIslzkUVVUUk6C0FD+QRsPjxdWoBsi8RTXVjVUdWqWmHHt4udXZoxhowedhnYPYFJ6uG/thpbLWVVpLA2bQWJEG5ZxEYecJTEaHgoodUN9Xr2CxMTmFGsGqVQ4H5ojQIacihKsmvk+5BnJTVbi5SHGVwmbDbA+1llRhC/fdJR1ThfsDiIplG55efHrNQ1smKte9mPvBxQOJFZjksgcBItHAQFGR1Uqc+EPc0oD2jNlKlKmhODfHmQ4rRtqWkzMwcOaMwTAyHMq2mr8j8oXDnxxZfPkvfzvDlAWzLhBQt03/5e9u3Dz5XtnSq0EW2rGxdHpNjdLyeNgjq/f8cO6Tnz+9bpn3i4iN5dKNPU3VXiKMLQq7dnX5iTc2bTr19vZYO721p1MQcN6xULrv2FFWdvv2zZtf5o3yoGOFO1LkicVww/Y/ygc5tQD4FSu2qR5uOFwl7NVyx83rm8JXxT0W7jhhemhoWfwc7GC7oHBfEVGIOSIR3Qkw20M3RzxFS8AMFUliCX8NHEpPJwaHpIZWhMVjxfKzZ76C8ZUJm5ZAe9KrH/fHtGngmR4dPIl4HaNyr0jcSPigaFmBoL/Pz3g0iMQvjDgZXugXHO3h3EdXKUY4d68lfPKM2chRBnHu6Ot4ivaDmdtCd8147os1d37x0YfQokqjfXjjHgp3BMS3I7d05C3j8vi4U8StHpIcpMwsJYfucZYpYujy6oSCvCbg3VfFdTCt3AZIijd5A/KhZQXU7ejchOApY/OYr9cymujnRl0+ylMFyKIGCHwkSmfSWzCscY7XkZxRi84K9b/T6VzuCHV/NygVSqn6vCG6FRh4r+GKBykpyKweOHi6hXMOaPjJWZz/t8HnwylR8/IMdCurxGeq70UHw0ZhQruBhSsY1yn9LoAWPoZ8fQvgzc+kc6ipREkzCahUJrPIYz5kyNMEeAThoKa2iY0ett0y/nJHNQd1VPCY3eN8HYiIXhV3i9x4SChE7VQDHLJlA8S3r6e0kMwMUEw5Kd/ucXDHmjkj8XcB1indZ1ITZN0wCqRwx+eNVsMeK2Y7W6gPCWGxMHs8NLkeY+qTBrYSDDqO8S8G+yHsmQ2CYROucO+CpZmpwv3BQ9jk2PY3kjbMeDC827HgcNDzC7di10vKuVdyVGScO6LwWSz/4fhhByIj4j+J+Mfv/hZSgE2q0OT988bNR1dERBPlMnl5ISH9eSKPYP4hWtaoTQ2KvugMcfgtua2dti/+zfAIMPOz5zWFMOABHQS0XA/xL9f/+a/Awp1t7+bxzpzp709LI1IRUaIWA+Ws0WYZVkcRbzYrRVRHQVUtjzUsx3MVU7hfuK+F+57srdjBls2+RFK4r90KOQ9Eohzq2B++RNv3GnHHhksHac+9QHSW3Hb5Wdqa5YR+09jYox889PAV37R0DMtWv0Pb9Gyw0gWaXE+/+ObxiqDbkkj0wQdPPbSjIvCveNuyH249+cSBgG2x7A2Ln5uz8GpAOZ/8nR8sfvTk1YDZw/z5b2x95uh8vyFz57/z3Z8cf6xixCYymf/q4ojzB6/4WlZ9nHuEl3NP5s+evWYN4tzR7+/Vd5NOLyzblbtr1/unXvr0xm9u3PgUPN1v37nxy3swhxxh3evrz/QoUoxara2q5swZRrOuUaJznTlU1WFspff3tzYzDlUpoM3UYtJbGsW1KfAPrdOqPwe8e1tjY21tVRXi3fX6NJFaPTzcNtAocSnOKlwMh7VakCrKic0RlQLz3q1v6XeYO4FRVqw3SqwWvcZvFo/C+8vL0eEmk9VqNvf1Ie69j6GTKGV64N4nil6KZXvy//l8DwNvT63sPWcCWK0qldnM42m1iqoRFn79egpPB/y2yjAETHyLRYBob6lQM04o1FdBjGbY8wYCiwXebsjQDm+t47nReaSkoHM6dIjCKymRtFpV/fQuOOfh1NRUoNjV5aX3yLF7obbrq4cMOl5tiqKqFpj29gFurxyY9lL4Qu5iSI3GYLDZzp6trW1trNanqkWwUjreYfZqJa/zrKKDN8AZn21PlzoliqrOZpmpsjyK5GUiO1dig0Bw1bDcP6fbH1Kpy1VVJTOVkswQBLKCKqPOosYt8MLD12A9U6Rz4vn2So25vq9Wn4rbWa6xHlJo6ZjnGOwbhORzvFDmXDVjlcOAUwVBUPkqo0GP2VPaDkRYA650CG2t7auVYj5Yd0trSImA2OcNawGr4py4ptVQSX2nthuzfapwf/Cw7Or+/Gfunm0H9+aZux5PTg42WH6AIBLp9UVFOkkqYSV2HM5dVAmcu8tgIuyB4VisM2daqsfq2NjYZH7ustdfWPiT7/35o5+yBMRbAJsvNRt/9tnlxXM/Kdt7NcAVWyQqKXGtl9qj2Lm5Vy+8Hz3vdPTTuzxlBFvUD0vkptEVPLZo27LVCZdPbsqOnvVlbYfRIQoqpdFy/YEDH3745EvTE5Z5KxFv4Z4qZYBSFRfNhjifPFYtKGe5WONfNl8PuXhVYpw95hTuK+5r4Y5ocrLBSAr38HAajUiUQ+EevQLsYIiF+3aQy+Ms4bfNfAdCRTEm8llJW2nLCf3vi2ZcxvrKXI0/Hb4pbCzX1IekpC20HaPBZ16IsCr31cBdBK8IoHNbERh5VhG2KXxTUqafw7wobE98fPxFP909okGyI1f7/uXl3OeNcu4zxjj3DbPmguJtflhY2D64an/46BeeFtXnt9z86B4KdwTEuqd4HGW0QPoiWtwFZC84usN/FTGYeXl5TgpylkkRW7nnIDe1FVy1V8UVMZuoUuDd67zqdi/vjm4WyH3EaweP/Ecsfo4yaV43E48gvYjCBBKfKNIFWw4qFeWmeiXzyO9GRa/mDk9I9gaDnVqJ2GzEtYvFFMpIDKsXHR7zegcw2nT6QB4XvZAqFZJbm3wloLUABLQeQAcLdie8dbN3aWEE6MK3Mvs98bBUjMPHPcGeauK0+8x9ioBpV3KkpF7pGAiF3m82JcXBahBONG9CPBRqhKhJEU9kCC+lFkBPhZbSNc4HjUndDX9zKeIh8qGoVNSkgW+nQuCCKwqDibdhR2Y1jeB5g+O5ARqPgzsVuxqQJnSSqMi9JD7WK91L4ePySb2aWVx8os8IBu95I0npY+CqbSmEqOOsYGL5wyFxePJeAj97HBE4Vbg/eFg7rTBj3gS1egACe7MeSCAzGBvWlYqcc08Dzt3fL90PqMmFuAi4OnJh/IqXbnz0T6yfopzJ+/mf/lJ2/nRERnDPnVhcFNfgWXh+PHEJPO+zotf5ygglpT7OErCaOD/ycvhL8UdnfcnoS9HhbpwzZnz44cPwnfpSXT2Fe7db29FhsdgxtyZ7ZT+z02VuqkuPWUm8OqUNLTxtX4msS5OK2TuF+4r/WeG+5rgnNigIj3/yCY0WSEZ78e7SeNrejcEidFCQXNxL+2DPRcL2CnBJDJ85k7A99Pt73sQYQibzC198ac2PCa+evzfj4dMHCPOCffvW0DbuDLxjsdnv5r8358SFQKPI76wrfCgpen/ANv6CDS/OPXLE33mNzX65cO7WJX4tPmz2tItZcxZeGrsWuZkXs47Oy5/hm9awt21/d96PIjLmo3+v5APnnpSUlTUfGPjc3Fcjjxw/tfhCZmbmu/t+9OYXf/jolzc//vT523c+vPnR5BUzNWdWgcb9ENDRipQqqIRcjE6b0dUBdLlbp9PZOjo6ahklEodBxSzoY/QZKWaHdXeXRWk2d8ArJWDFKADC2mKRSBiMvj6zuV+pp6aq5XJpg0XmkLhtjD7trdbBtmppZQywAuX2Sk13g94y1NRoLmEYjTazpN3AqU73K+BXroyJKS7WaKRSvR6U2Q6dmec29nVqmymNg0NtdYKG9PGdCEcQmxMVAygGaDTp6d3dqHauNrUB6d2vYjWxBlslYrO4oKBA28HwAM4GqWoAPAlzcARWOL+7hkzZPnqgQ2L2DWczGr3v0MGAtyswmyWtg6ymJpUKKe/1qFKnpgPk8uJiu70czvkr3QZFovR0E4ferjNrtS4XsvlUGTgmqlQDZDtQ7RMdDoit1LTlgd4e0NpqsUillZV4YnoEbJGU0y4pcdXaxKo2qVxdSn4jV6uH2m2MDpfV0JCuJv2gmmqVm6G4ZejSqMmGqq5mMFyu6upykuJfoCxZb+TJ5PhVlFKBTFHEk8ixIqQoEUtSHzegT8O+d7UE1O8C3OM3trKhqIjHi8GekcqsOGPS4OZNUmdziFmDmzSmGfvOnsVd+lI1pQcv5NE3UUJ0duIZsLu5IXFK7HSD12MkKdyN9SrM9qnC/ZuJZRf2z1z4xMk1j05UrI8gfm7hzkwMy/aAQQRRTEZFK7OSwLmXqrtUJaCJIZbubHW3iqkoEWCkb8XFPJ7RxW0I/KlvW7Tg6s4TRz/8za83LyeWOaLurvr1rt/Nity8OfvwzKUz/F4hlfbFSVpRj7xItDbzYsKzR7Kyfhy5gL8yVCjQxelU5/yG4S9aMDtyb9mmH/3qVz9fb8Gs4fH5//znr28c/1FW1quzoTzxFO7cuEMpKXh2oFIoAUdcJkQ94WDnWuNAeTlRhOIU7gf+Z4X7U0knMEdci4ig0QLJaC8ip3+PFj2dmJ2aOWsPwSsdgT/rXbA3x4SwJsBASyNHgsT8toOvDHEqsXb6D4C4J0hoIiPXYKgGpHLfE7QqkBz2NsSfBS4uxIbtAjI93kuPjwD53fwgwO9m2YwM2lsZ/tcikL5HnPsHo5w7SGS8Lu7ov3fNOJp0Mh5JDy/MOhb+xXs/++zG9U/h+7tz/cZPJ826n/HIqkdYd+QtwxMbPdGYBSwWi+dxltGCA4mF3ppS5VG4twuFQr1X3+7xlYEf/Qg7eyZOxzT53NzTR73cXRRrnsDPELsU5PIqcHH3Rna2kuWn8vkNkJqqExt9ZDkDKPIhjn4cz+8JYU/thTIZebbQPXGsCEj6HQjkkz4Cr0nNXQIZwYyA4ZH0B+KQZ08J0wGvNaCwUyoV56z9lYBWLNBVQ8J0tLTAZHVNcr2CLexlObxcO4uFv6UHIocvoBfAH0cRxcHBCjvGkJqKbGAUKZZRy38cpHlimEKasTpyH5D6k8FIJW2CsMCCETnfjhgzUr5dxOfB86qa5Jq1wBfbim2HRZL0M3iPChSeWBQnwFL456AroBVrUUPqKaNO1YboWDhPGS7Thh0sh1oXcgi/HA7rEiSFu5bRj9k+Vbh/M5E56xJ4j0wCSN3+gDalBkIodMX1MTSknDvuLoLuIC4OtiWTCQZcLZj72+rIrPN37hz8MXG4lXwqkOTix9dNfz/8pUDWnc/vg3MbMbeaMS064nR4/vTVsFSPnGW04rqAgZA1/A9oW4//+qdV/+oK2OMDh/Ozj95ccf48sqbzFu48I+XcORw7QK0uAMLJwOnGqFRjRd3tzD6jRHVOGjMlk/kfgKxwD8sshD3Ywv3118cr3H+YQJw/osG2bN2LOWLRwYM0GlGaDnXtxTdoR58lGkIu2lFIW5G9j7A9ee1V2pzsbML20Nmvb6IdfIfYzfrYs+/R3rkQvL3ikf208HcI7amLFr3x0PFjwcKdtTsW0yKeDZx1xLKn5WeFL5w9lqYEYC/aOH3OnJ07/bfl5uYvfuP0Rb82HxH/4tJn1uyJHJut5Gbun3s8++n5j/uG2bb9tVHOHSj67dvnzYuImD8/GX7MF7afOpwVcfHCstwNV8qyv/jzb//x2z9cf/jTLbc/vgmJTJNi3VdBfVdzJi6upqenB6Tu9VVxVVUpfUabGzhP8HdxFzCBu+2o7TO6xVaVwWp2d7iMWrPEYKiuM9ALClzAVEskSmUvWLZYLI0SLRDvFMpge51ADjpzYTfXZGhqhQEYRrNkUGlqqARV3hjzLmM5xbw+YLsp7kGI7U8PmNuPcO+ILLfIrE2IIre5GIxbFF2jtT2Po2/QqCd518jJQSx8mhrx8HL5MCK601EpT6UK9LsRAQ5QqqzOJh9t7pQUuHmIJr878Hg88whZ3+QcVBl8Q3Z53oJK7fW84TDi1sEnJg2dy8r7ox8VxaSnV1e3g3z+1i0Go1PLEzMdSpmAKu2WV6aV361MPqaBClw73K/vlmuHN1YLlE6ecb22wCGrS68c7wsRiZRKaDVIaW0SSMtJ+wlE6upBc4eR4hQIy0mKe5Govb2jg8eDNBGSCYlASSlijMO3t7lqGW483w6OLaqzNU5lJfaapXN0Nc0sUw5OORTj0IVU4YUylenNNWKHBkPhi9QtVfW8Icye2EpqT1xrK2E7QLC7NoRejZvAtjBc9Vbc21gMIVV6DAlXrraF6AZxcwBlXIeNxFeynqT/dgpfU+yafaLs8Kb48DkTFetjWLx4w7r7zip8PSESmTiMInLOvQDLuVN5FJdZ4M94+yCXF9go2obK4HvEtkVXN/zlt79575lThbODjPJWqk2GqlrnvxIzZx8A1v1oYeE139L+ypUyZX2NjOP9JirCMmdcfCHj2MHFCbPn57Q4tFVNDf4al1j2tsQFyxOysj/+86/+Isf8qtXbbrn+9Nnn0cfmgeufp3B3UXT4r7k6rwN4H3zUHlK3G0NqWV1T6vb/DcgKd+SPQlK4I5MV8sI9A0OTewfD0OGhizIyaDScNB2FiWYH0M9ehMFQOPI+NmwHbUtSEmF76NVpT8BAxMkE8pUpmxVsFJmcSBLBuin8u/HBhbso7FnavAifY+MokGl9dmTgVrQeQEibXTJzKxjn+NPwqyOz4fr5z1ZeS5obXubzb0eceyaOc0ckSEXYOxkvhheCJuha4t6IN7f+8S+ffXR9y/Nw2T8GqfukCncEqNt9/CzDQ5ErGCXg6I5E5i4wDx8EZ5kayNjU5VlGk1NteS2pcp+vjIeZRebrQmE7q9ZjUlMCft+VHgZDncrNc3qGqgLrcCVX6KfKKxVS8+hiiscCBnm4K0E0T4J0qiWvCShyLz2Ozs9Jb+FK794dZSIgW3gv9Jy2UQpdxZSMUuh3BZ6YNXqwjOMVz1O/ivX63SGWn4bMaUY6AxQpPHE7XUAq/yZDOXQsOCC7Gq2k3BXXjsToHI/xEINpmOhj8vlMJvpbo4NNAjliUmUgrnaBup2Mk4c2CLEYGSaT1xWIb8czZQiILTtEkZDsDXXAmoCBixdkeeJEsYJ0LxWtwIcQpFMZIUysYX0MaWoqIvBJZOnomYoLO4VIxZQOLE0uyusPKcJNKuxA3uPPjA6OPPjCvZnBw2yfwtcXSGIN7WWTwUywLvvWQDMu545fuQNhOnDuWFcqB6x3CjBtQVH8v3/2hzsvfTea4HAXJezy2K/Hhi0D1h1yW8Y6AQXcsyEs+titbsa0I7Cgvxkc7rh0RoiEIJpPTtyQkU27feP33cNBezyQUBRnL30/nHbZV7hb0+VE8gjcZNptHTwdF5m3E4awe9TtPFl1ZfmUuv1/A7LCnS3aCXsmWbgvKXsJW7h7B8MV7rlPP02jFWLaVnddfYv2xiuBni0IbFHkQ1tx5D078cUVW7cSn9xhYUcfehNjCLkgMoOW/fSrQVtjRRfmzluz6Rrhgryf/+Kci0gG5gc2uzDrDfBwDFS55+7Y+NDciM2Br8zdkZT0ve8hQfoYdix468W3sq/63Ru2LdqXdex7718YmyEs275x3rGIy9d8t0wi537wYEQEkqex2Tt2vJ//3KZ9kWtFmTNO5Ef8+ZnP//HXX38M/jKf3vn4JphDTqp493rLnDlTA0Cse0cHmLGnGHkgUQcXFlC7S1qZBaDRdvXZmI72dlWT29ZRq7U5nWC2zlWp3G7kXt3YyOEIgHjvsjiZlM4+l/ZWE/DuqWl2u1zTQLUA8V4CbLzxlm7QUH2uEtGFbFGMvVgjbBBAUd4EPjJe5n2Qw2loCCZ6RTFqO6LIe6nVliGDqknnbtYa+4xa0HAPqpR5HG46SKsDD5kcYld6JPEAsL9BhLwHqXKQx08Gw5rK0YORVboXky2g7xJsdXF6N8fSrpLobsFKB4PhdjudBoPJ1CvVaIqL8WJrHGJFaQ16pcrs7qsFrp1p6ZJ2T8y1w+NOMDSo0zI63A6liSq3j/cxkZCUx+voYDLrBLg+qBGkc5q0tQqxoZpU3R5bKWQyq6qamuSYB44XXr6dQ8K3xzRYXK56cwPJvERQ3VFVomsox3HqpZX98GsYsOOuDLuhOq6KqcKvASiZ9Wd2YxXuDUO6EIoe94gVKa0hVQLsHMFjBonpEACriZ76AlzPXGlTa4gCd+GFUuMkC3e7QmHTYbZP4euIZP6FyEtlr8w7PwfZBt8lXnwxISHw6fWAY3zOnYfl3KPkeuDctTjOXSqluNyUhspgodHKlYK2v//st799JuJg2Qsj3WwexIrkSmeckWNi8xN3XVkeHf3KK4WF3vKmvNyhY6wXpI/cWCrCFlx9e/qzxxfnv7xBXM/QtgVlQ8SKtu3Y/uOZ1/+cnfXYawF7PKjrUvQ0fhm5HGQMnsId22Er4qsgiRGvxoMpi0fd3joRUTOF+weywh103bBnkoU7soLBFe7ewXCFOwR4EalohPkzjtPmJmH+zEJfDX8UO9Sy+DdptEAduRcHw8PDR7xZxpA5q8wvm3QM65LeAEN4gp1NArilb0QysAC8HT0Xrt7agG1I5f5SfFnQKz1ifq8gfQQVYc/Frwmf7ecs4x2wbNaYgCc5bDlw7kcTRzT6scGc+0hyKgKS80dPR79+FMR6+PLv/v6r63c8992Pb05SLoNQ48e6d3h83N1MCVjA9EDKJo9lpTd6slM7mFBXcwbABQqOEEs4dXw1h4P4T6Q4zgOn71hgLwboWg9xj3I2K32eMkKu0iOY9zi5g5+Mfw0RBcy7UszzMe8eB3dyMtUuPMdtA1fyEQ35eoqZ2QTW8N1kMTwPLnJS5VQBvV1sBpIcMOJ+Ty78JsNKXBruxOjlOIAc74nj0bkTLX3wIVIUmcDQ6fZxjfQRo90Tx8R6L3jBFgrI7cu88PLtZGr7cq4hpIbBJFvkteQdCmkkeWIhR5n1FKx4FPyVWkLi6DLsPvBKV5Ao3AWsEpLUVOQpo8Ave7TDUxUnycnhq0joe+R3k4L7UUlJ1wLICndkCE+6WjGFrxlEYVemH45/aLwynYj4eFwj2gON8Tj3gnE4d2wSBOqSqQLOnXiLsQtZcX/62a+/Gx8/M8iMDt2W1nvuH+zEBchy3ZuWjmBgnQmpC1g+XR15NHxuUuG0VngK0jE5Fdtmb/z4zqdPJhALHvjBIwI/M3GkcMfc6ezFKlazq7FJL8UEU0U1yJxuntu5W5B218TQFL4q7mvhvv/p0+MU7mW5BJvF0LAf/xjyk/cQD6jYlk3buiaYEEd47b3TtIWZgSw3wrUjUBrjDGr2vBK+ZTnByT1s2aVHT28iam7WXrpMe/GxYP1L6NUNL9FO5QevFa57/SjtyMzAF8cmr758dOvx2YFrXxUXLz766KWA/FR28tsbT27J3+j/UTJXfx5//ODbuSMPVLBvf3tv+Mn394t855+8bfm7c98r2+v1vk9OXr368OHnsg+sRrszFyzJz35u6cvLRPMX7F96Kvvg4s37/vGrLx5+nvbp7es3b/xykgYzHta95lBVkaLqkCJFAa4ytR3rU4BXt2mNjNo+BsUscehKbAxGM/RrgiWKFXxHOpvdDodKNTTU1uZwuN2dnWKdqt9kEgj0euTlDoc2i1tZ/V0CTbndPiwVVFsGrJICM6WzGfI7DRZud6UnYzm2PE0zfE5g2m3oB4dzXUmJ293a2g8DURvU5cF3UhEw4pph0KRXm7qGVOBaCRp8t62ZZ9ZJmM5+g6yFK+hOx8n7HgzERqXJuwUQEqvsZ7bqCsD/3V3Ca21tYg0MoAs/PGy3g+H6RKOMIqdcLqiWGVp17hK3WddoUFZzpcLyCaWtonIpd8gqbu7sNDsMJsFw8Xh5qlGlXK7DgdYDZLLhYfJXlhab+sGbyOiwUDG+KF6wGwQor1el0pBMLnKiuP3uDp6D04ufxyUXC8w8RUmdgI09j0q5GRaLcE8s9MziNmlrdLuxK9ChpTpzTQqexq+U84rMOiEmGxXmCZ0MRRNWzJ/WrK1i4HsBdClGI05VZpc6QoxKnCV8mtld48J9ZH11Xwi9bqT5bQzsqPYQoxM3RyledWaqcP9GICz3wKsn8g8nvbh1Emw7jXb06MWL38HVCA8yYspblIwOp6oyKvhXqq7c7SiB6TDRfTWqt8tGaTY3EH6KK9n6OmM9swmyw4P2iMr1/bd+/re/Xt6c/+zlwuV+hQ3bLijRMtygb4mtyF29euPGU6fy82fNQjfzYSlDwStQ+w22aP5rO7//zqkjB3//pxDeEEaB//gjv/vHzT9EHDlRmBm0clKeRnF12oZzQTY8lpwaCI2wEwzmlFi1YA6/S+wCdqCNVMk4hf8C7mvhjqxgyAv3xaO88RgqEhLQTBJzhOfMMOL30Nkk2am50YtptFkjUaN++H7GGtpOTNZbITDxoOsKwiLwlXyKODF9PPE07VhE8HQhN3ExqNyDz3J+ZD5tbkKgNQ07MTE8PPiq7YJlhWD9/Ymkk+FLE8cWDioSXw5/MSk6bLSU93Huo1c5GhLURtYCZkceD4/IeARI/Mxpz8a/8d7Gq1/+9dinSOn+/JbrN+6JdUeWkKtAjl4LwZ1IT+4SS5gFQKsirl3FGWJ5Fe6dYAQjyKMjNTT4uYN/O58/wrt7EzZjQdu+O4/nE8w35fX6DMRjUgXg5G5Eb5WCrGqoAbwnWyiF9FSmV6fNYLBYLZzxs1OLqVyOksWkeK3hYVCGFkxghrh6crH8Nx1sfiq1Os/AaqQA7QxYldIB3QEGrh4vrp4IotReMPjxrJ8wSuhtd8u1l6fuppfAsoyC4eBMZAcWyy9GbDsSpY9/jnZhE6MI/uK6SKJOEUScIUTc41tAPS/gqxiHAjIFA4HEpBBOQMa3Iz5KS8H7FuXw84DgUpEsLthTFHF9+GHJWW3UAqrAitK9njI27B4wgrklxn1Tcq4kpBlr7AMdpXEMzHaIsK3FyuUReU/BR7DCqthU4f5NwLXEjTM/Cb/rsKURzJyJW8l+4IHK1T5seANKYCbj3EnSlxHnzsAOVkxlwmBfvh0dvykikHWvZOlCznJ92rjExIyM8PDp08M8luuIwB8OGAytpLxF23T0Vz9bH+Qs44V9iPmLGw+dTzocbAyPVO6+wfCFO1XQarYZlZZuO7E0L5dbHCXg7J7Xq8ETH1P47+AeC/eTJ3F7UOF+8Onghk+Ex+Kfoh1cR6y2+bNm0WgHD2KOCM1Y8zDthVzic+/C58/Rsi8SmfWwQjCwfPllwvbQnUtP055+mzhpiDw8d8vCdYSO0x2zaY9mfR78Yn7FwbeeXLEgN/B3J6pYkj1vxaXMQJt4/vyENU9GvD9CknsQW1Fx6tSKFasDNDth276/cG78u6v9JxXb3y4Lf+b9A6MHsyvWFeaffm/p6OzAx7mXjeTNrl79+cLnsi/OQldq0fzIwoi33lm6btmy72y4ePlwRtbe6YU/Xvzn8w9/evv29Xti3WtAMQMhqSlngXpf70LoAGW7tsRtA2uoZkqzmAn6mWawHeHxnI7BQUO/2YyoVBbLYKira2tzOmAX8O4GJVff3S0A3r3JUeBu7jTrWP1tpoZiSFbVSM/pu8DHvaCkU+vmtTqVbVxqsZdXRMy7pre3unpgwOGQSHi8W81iHcs6BMmpEKDpd9VGIEorrtRIGwR6k6lLphp0NDZKSkrA990N5i6NziblgMXC5XZ3y7/hYryYYk03FUj2NqWKCTQ7rwQFv8IX0aiit7VUcz08OwSbTjRMINTd50wyq1PH63SLJRLnQBtcZM3EXDs8rLotsiZdM8PGcxrA2adyfIVSDtfkaEV/IgMDvb3k5wgrsKZBs7FDrLKcq8RS0whRFlmzlqG1WNJILEFzomSqzkNuB7cS/06iYoFErHCT8e324kawtbRU4w8WdkkONTu52CWDHG5LTZWzHz8snVVb09KA46+KGxyrjFZMAmNobHFDTVUr1rBS3g1p59gQ1galO8Qsxc1Z7EWg+sdsD20Z6ghpkRI/sHrYOVW4f4OxNnP5zvzFx954ymNZcNd49NGlSx95JPlb4QIZhJhy7m4bQ+yQFgf/iMt9nDtG596rB85dXEyQuq1k725zKVoxBL4ozQSD/V155coL77+zcG/hY8tGFvaTpRaFy8z0LrJVVGzYcOJEWdmePRtgfX13myKufch/XYydPH/BxY17D/7ow48++2eAs4wXOZrdf/rTb391quzIwp2vBt53ubuLVg11QVWOL9yRVlBLacAK+4qpTqBNmOP59E7hv4F7LNzDw3F7UOF+dGaAE6IPryXFA00e3DkNf7Tk9H1Z/BzaxkRi3fDIzKPY7FQ+UOVYufxjCXN90u9AvB79BO0wwVeGDfY0D8djfCXzMx6lXUgM7n5DovToIJV7aOgVCGDNGiXJfUBy/mADHXTFAl3mcxOXhp9MetkvQXXbjEjg3Mecbrycu8/BHQHp70dc5ufPOBi/KWn5jG0wA9+YEU/LSjjQ/fff/BkV7lu23DvrngJkKrJfp1BcPo27k+kGVrsmhQc5qvRRhftucPxuRGSq11eGD5mpNo/pupai9LjKgKcMh+XxlFEwJKyu0WxSO7eFhZy/kbV5ARC9QbVGaiqHw2J5w06RQ4oSAkUnEtSpwQ6mhT5IsTHqPZ9jFUhxS5hMJPom52e/GUgTUrnw0WDpAwXYoo9WTzGzVHkWave923HJR7+CFDEzb3fqXbvjN3C9LkE2Jt4qLBB8uhX1LkzEtkfxuyBbuyplkEri0egBUmr3kNmXIYj4zHH59lLg26vwqYIISOiqSMEJXREELG1IAckCA58+iKfeEMDIgUThjrg8PEXu8ZTBS+YbuH0hKg5R3eI9Qx2214O02pbR14dYMGJcRAxOFe7fXMyYdgla0CaL58PDv3Xq9jF4Axw4mF+Dl3Mnax5R4BYq0b0En76MBuPlSUN3JURDCMylGWNkYjejNq42dbQKnzYtIiI+/mVYX0eD8QiLbLmJ+zJ+Qrt+4y9duEK6m9F3VnH5h5B3837gCoo9VQFdPHDrJhbuyUCNuDsLCqoFagx7MmxS8ShaJygZv3XtZP9v3GPhvmULbg8qQ48vxv3ODzw3F1u4Jz/yCI127BjmiNC9nzxEW7IuOPIU9CUJZbSk7xMlMaJpy0FHH9wUCthx4T1aRBmR7X/k5SzaeycIAyWvzT62dd4yn3f6GF594SnaiYTgCgGp3I8FqdzhJrm0bMum5RcCNy5YEB9/5EjgXDdxQVb88SOrc8em9KKK2SeOrDn1wtiEInnbrhM/XPPWztG5iodznzvGuWcueD//R0kJO9G5VWzbcPHgc1llkeuuJS/YUJi/OOIH+/Yv37c3+/yd23fufPyxh3XHledk6KlBrHtNTRV4uCuKiooU9R0uV20taNy1bncJxWjs7OwsaWU6mAViULhTJBIWS6lsauLxamt1OpWqra2uTjbAlGg7O0HdbpBx9cLh3nOmNhXw7rc6KeZG65BJ0G0PjbJXSqnVXQN0yBd1226ZdU6WrK1h1N1bJKqs9CSntrWrmK28ks5ON6SZ0pVdpnPQg4oXUuSk2Ssrh4Hl13O7Wgx0lRVI6VazGQnmeTwmwKCUyRA9rZHLsfT91wc5UalyYfc54Nhlyn6rE0T8sIhQAip+YNkdKkObxVQNcbXdGnla+eQXLEuLuwUmGeTgut3NJTxdk6Gr7lyvRi66C8liebne1G8Vw+oLT9Lfpu8txlqvjKG0QWB1AtvOG59th0dJdxvLXast6d/dkEb2suRieT+ro6OkQNBL9qHVxQZWp8LcpCfl26sl5rjOod34AaKi2psUcfShNOxetZxeyzAqsQsM7HKNrdPVXIm1y6mUG0kV7txWY42kEleDiwZUIWcF2AZbS399SJsUN5HdDUvqThHxjxvo+5AzTqwix9qoCNFjvkdUuJcM4OTyxSE1ZpKUqSl8LfDI6o2FZUeemLt1ojo9CA+/lb1z57dO3T4GJE2n1LslDSScewGWc+e6jBIHkXP3iOYVDgPxx11eOWDTdhq6hbsu7Czc+3nZ+zsP+PoBY+pa4lIG+z2NX4DvfGf27M2bMzIunbiwrolZnyITBN7XRBULNry7NOvDX/+xcDuRqVQPtPdU/f3vS04cXJifP9uvZokS6WyuWuA2iIW7iI/y8fzNJ/2BeIHxlYxT+C/hHgt3Gg23BxXuRGNzBK8wHVO4z5hBo+Hs18ljWJGC/I2ZxLbV5BkH8OT9tcRXaEkRuBDWMmwIKxLLvzni2zKGq9NW0BZHB08kkMr9JEHlvmzWPtrJ6QSFPrJdD1YL5ie9GH4l0f/3t3ZaNPjdvO63JWxaAu3J6DHTTMS5j6amIlyBZNeRc+OH7YEstac9ia6rI8vCn8iIDHvky2evn7/9MXjMIK37RxMV6/6o8TjLIIKcAdRlSEgRQwsBikVA8jKYDlCTI8q3CJxlWuhWj8JdgZJTuVxk0I1k6YY8O784tSXPFuAqE8U/B7z7CHmfN7rQJkpNB4Ma5OMOUnkg8E1jZIPvBZ7sVB4FJbp6k1NbuN0+ufx4iBJ2g91KP8tJoXgF8whaihnMzYfyBGCsPhF9//+FiN9N1YN1Dgpi7fMsfoBlTAqDImG15+2mDn+1tiC7kAttBuh79LYZTGLV0546xDJCvG5RiiOv2+cWNB7SODL4IznDHJxIfy/k6uBj8ljUcZ4JUeAmUwvG5nTSV0BEtxlaNKxcMrvJUqESFnopwes7I+D7vCDwH0wOlawLKydF9j4N5FYrSDZPpnBHMaxO7B4Pkxf8e/ACmUGasLmuEL+UglPXjEPfO0gMalDhjjesh8Jd7MBsn8LXBVciD8LTdPJ4NOOdb6W6fQxoxY6cc8cbNqH2EReec6fEGbGhxFwmMmAXeoJOT4Vvil7i6wdcydfEVTF4/guCkZFJ8e8lzZrWBgKWpjzi/WDttMvXP769eD9RsRwDYclxLNWMaRHPhZ9PSPDfZYVsV+i1DS7c09Is8OTWSfSYAJCYNH1LE8XNU9UJc+5PZuAUJoH7Wrg/9vJcksJ9w5FNtIjlRC5+5aJFNNqKFZgjPN6S+RAqEIzHZz9NO1m2n7B95aJ1c+bgtPcVYUfCT5+8kBxMcOVmbp7z3Qiih3xY4SXamsjA3lLAsrVvhH/yytqgYfhhS5+Yd3LJ2sDbW1jmlZPzntkTLJa5dGnOnOCY2FcLN4XPTPBX2oetfSEr+4nvPzK2LXnthoVZTyx8fVQgn5z78ssnT27evMgnstm14AcLs1+JfP0anF1y8oHIsoiMsv3br4UuW3Bx6Q8jopfsf23/vsvHvgDO/Q6U7x/+4qOf/iygOh8Hq3pWwf96eg4B2w4ZqkUgm1nf4epYj0wikWs6QKvVNqOYUAk4wKD/djpZLJVqcLCgQKst4VlVbS0tLbI81WABz00xF7BUbXXnpECf17UpWRIzHG+WIF37ufTUnKgYdXpDHQf5o/B4FHeBbtAqaxMIgBD33TjYOfbiXqqpy0BvgoRVMySTFkgcgwYZp05PTS8uJ72DsNNA/I7SULu6ZDI63elkMnm8VqbZ9z8mUwX5SC1dXV1cwTlqgxQ8z8cZ7L+NnBxk+t4t7YVifXdXC6wWtKsczFaJDq6xDv5fByb6g3SlrKWrWnBOKixWY2M7J0RUTGW6gNuitDolPLMYLsNgu8zCpcpxdC8B7BxNuqlLNYi+P6bTINNL1eOHseakUfUyeoGZ0cl0cgXjOcqLYvRdVokNkr5aBMWkX4IoXQDRUC6JQ9BL8orQ0rQ8FqNIwuLK8e+WnCaA3moXKy+NRODT1VVbVCDRpOE+2Mqc3YO2Hh12TRqe3S3KniIl1hEZiVGKeoYEuPeMKW4H5fkQZg8MqTUWGfFx4oOU+iIBxsV9ZY6yyKU1YI6IEuwOOdSCk9J7ZDw4Xl9TpwvR1RF7vNkxw0Det2OOmML/H8nJV7e/kFC2cN7JSWSkejHnqbJ3lr/2rVS3j4GdU5dnS2llSQmrbup0WUEJdKgSbwCilgHw0KUT227K0+hMxvohLnGNTs51gimyLK00edn25Usu7b28ed/2dejS56hZjqLaOr+FrgUL9idEl+29/LvpHQq3uJdwXmHDjy3944e/Xrg0csOiwKokp1jKYGh5uxZE7i8rW7hw//6R8gF1pCt6wDAquHAXCt3AXFi4OGIIOQekxIlB4TOF/wPua+E+O3IeSeE+LeMtEKYTimEEssHILGq2zVhCW4Gpt2GuGQ5ZcJjtHrn8gQC/dC8KwXD9acJWFHO6deYSwvbQ7PinwncQhnkbpPJElfuCiCTac8E2OujKBVvoXEs8Gv5J0HrAIwlZIE737xVYFLk0iHP3paaObLgSeTL8VPQ639m9MPMD37ULSywEm5q90zLDNux9hnb7Q5iM0x6+ff2jX05UsPtjxNG9KsUFv1VEkzMoJR4rmCKKhN7OknicZRh5bZCcWoAOQA7uSJZO8VDjJeI2jppvH3WVMYoNnGEPPyvnKj0pm4i+V3HOjTLHMVQuXQV0KvJIgchOnIt7pZADyakMD/1cldIM+aRdVPndrtkJhShW1ADUvfcMvWCgIpTVTh/IQwGndz3YfQefj8JV2+D8HEwQI3muGUJVSqfn/CxcwbjC77tEeaqAo2IyPN+sS8zKE0zG914E3QtmuHY1cWamHsNHBQOoI7oz5SyooQsmMvj5D3vXHtbUeYcfkof8kQR4IEHCLTGJCTHgsiAapEREVEIgg4oRa4JVIwaFOKIMHVFRK2hRsYZLERqitkYjFBAtiHS4ri2z2pvb88yxrVu3tuu67uJWdt+e7fedcElyvhPQVnfj/cMHzzn5ci5Jzu+8v/d736IEN/gXaTjtAQXzclEHfCqdE54LOJQCwcUDtoxqmGn49uDgZOgSD4vw7YxwKV+Yh7VMRjAkF+KFrgjIxAGvcKfWkRNu6VT5pCowvyB703mMYAaTcby6UjQ85VfhCwnnsBB3hdRZkiAuJmIlLeEytV39LP7N2MraOedG9H2ZP47jNHvRfPJMsv8/BOLcXVjOPUqaCdL0QVziApqNIuHirBG6YPaYiohviGcdmAdt/DlHCN4P9cb6uX5ds5g5X2U/l2T9pQa7X3LFn3/6w08X+YjlPZjQ30tDQ9nsuLip8sGRUMmD9/At3BMT+fxODl/XnUkmhhyJ7XwJJ5lvUwcIz5vFw0Pgwj3VnzNGoC7cN7y8i6JwfxOqxg9zcLbswQuBCsA91iP6/uxu8kxX5cpLjH0XyPU2cPHbtzMYW/xLaABS3RxZTj6UI1eXsL/t91gKX5WUsIXsEIxY/mDEpoVvHPDfHMKj/apshC35EYwboX6nYsuW7YAtW7xr/62s1St2Xbi5zFuDs2bZ6iVXF5/02jPp8vmLn92+dvmkgCc+3p9zv7I75OqVS7FER2DZgtdWNC0+sS4lXsracHL34tyInJevXz8TcfazuyBz/+CjD3743v2x7r3Au1cA3+4BwbpzOIOVwLp3QrULmnGYAgq+MipkbaLKhkxViWRkhMlEvHu1pNVYnd3BbBF1AXvcQfDukmw38O70RCigxTatzq2CQQqzubrhGrF6DFjFtAIIEmppB2t4E42GhtXpWlro9IKCqWpHL1eoS8QtGWYdSL6zqyUSiYnboNO21ItlQEJPU4IC/16gBka7Cjh2M3DtDe46bjIw7x42Oxvk81wYrAPWZMAWXV0WVEnTaxMRE18ADPcXVNITzHpBploNgw+JxeidtFp01pACH3UCTKiLAeezjdswMsAcBo4ddQQUmaUFn0Pao4zMREx7RsdIG1D41XCwI8z2Gpm6NHKGipvMzBKxmWnKRv0TO7NenInXgE8iCth2MZMP11jCdXfVkNWfUxCkKejDutbBRomuRS2n3J+0InFLtmTQqjNnUmpuDIlmt5XgyvDDePh2KzXfLpMNDjbShhLxB3e5S8JrdYuxHYHwTMtgpTFZjv0UGhI7y0cl3dj+xGVtIdExJ0OQKOstc2F57c1yCY+WjPOSL4J4KCMfx6tHanVBeWpst6AzrxL7FID2DVe4KxMpVTez+LeCxXr55Zz8xU9dZN+XjwyBx5d8mL/T3/H7/xKIc5dwuPwhUt+uCNQyWM49bTM4IwPhRObcHZn2bCMnC8O5d7e0CRv59dA8jYrfsuCl3ceOH8u/tOxocJTcICnkFKp9nqWXHcjJf2vtJx///EdtHZmkXxKl/NYff/uDj8/mvp6zYHm898+XsqadaATGL1+en7948euvL1gQTxQMysg2SZ1/4S4S8SCCSo31X74skvCcHOakucQsHjECF+4kzhiBunCfG7adonCfO2cFYztZ9I2AaHKckA7R96kR5MhT6hjWlUlJDAZuDjxS3ZyYT57n+nJEKiOJ9FhKUPfsd0hLCSX5Cz6qFoSlsbv9JOkI/rL0caAAtLAw34dk5HpzLMZXU78uaQnjdZ89WxNzDJ4EvHoW/pz70blL2EviDoxz7ihJ7WrSKcKc5sCcpxhXYVbAV8LyX3niGz98772PPr1/1h0RvmUE2z4IulkekOSDySauBFxIinl9UOGO0IywTT/oICwiEUqyRMYhYnEm6Nv7hMVB/cDM2iDAAbm5mwixPOLd1QRhKVdYsHYmUdIioPBVEy7uTCYdI7ULl47RWyA39TDsG1LgS7g6kH3fp91jqeIy3UYw3Ej6gezqJ1COtEDQVkDQimqIAv5zOLf4IpIYriTrFgzewW1D74QceSZghP+7+QPwyCOjZ2IlzA8EZOwzMt6rGKS5mTX3S9+LxW5uHhD1Rlo74RQ0HQTAtrugKZPH1U3HtiulNmYf8hfLCuQfv17aDRGFzTQTXvLtAfIjd3KqKLsBHr5dRc238/lBlLOyQO8CRjpcijOHMg8ptfcWURkMi3/eqIGpBiPYxgeiyClMagwKK0UWOXJxx8vSiRBW/Nkrh84TToaLImxxhTuhnJ0t3P8DERsbEfHKAxTtCJtA3U7OS/z/BIr7F0L8EPnrUhqQc+fhOHcZ/CzhOHeUCXGY5xpvOsfH7kgKYW8nNArKrIGgZv9c6K2sdyP2MX7zkz8NDmF+genMxh//qukdmAsY6kO9RiHJvGfqDQpd9zj0e14OMkbfwp1OR1JXmKNG0uCtT1OL7dmFNHuWjNI5YBYPGYEL9+eXY565t2xB32zyck/hvujqKdwaKNx3vfY2Zk3wkiUMRgrZ84Wg77+1AmdR88aFTYwXSUQ5lNDHjzMY/hpyhJdyLkBpTC7QD+SvYKSGkp8N7oQ8s/ACmW6Yu+xrC5PW+s9albJigEaPYfl+hOO3XF9yY/u9lX5Zq+vWLVw4b57vwqPLFl8IWfzkSu8Bloe+9cTZ3a96PS5vXfbq9mdWROA4d0+pvnTlnN3PXzh4KYWFXrRm+ZndTefmXdqxUhoceyAmIve5VSffWHY95uDi5+/e/QyI909/B6z7T2fOuiPBTH9v/xTrDo7uiHEHDCKNCbDukkKkcEesO5frdsPfRpUKsdaI0S6ktRqzVeaM+hoLeLwMjKgI3t2ly6qRJWYWJMpqMswjIDsHZI/oWrpktYiuTFNmGsSWjAwkl0fMO5c7wLR1DdFLvZj39Wnygm7wo8nQdoy4VKbkZOCQs7kNTG2LiODeZ0QJ6IGB92jKEQeP6mjdCMjgwW4xG/410arhXxCCZ4OLCwCiYYmjYjLNBB8/iRI0zRWDIZnFaytbS9b4ywlmHcn5s+Ft0BwBpLz3nL0BWG0jhhyidyeWFmzGSJjvEw44REtNllY3Ahw+MTugQZfRVUI3zJy+l8tlsowMlQp84yUNI7au7kR9YGU7sO0Oeg2w7Y3GwhGmeCgQ2474KJs2Gz4oDUyLmrpnIpArtHaOlabqsuAl3whqelv2YN5I1hhFN2CCb7dR8e2JiUYjhyPGPCoiOBJdg1bjLfyZSzO4s3s1VCIeO7estx6rcE+LvDXYx8nANj70OjcVRW7pGgzSdeFmJiB1i0qMo8/lquReJ+7sKSOFQaMq3FOTbMQYNIJpZc0W7v+JWL48NHT37u3b9y28/8L99MLziyP+79XtUxCkyWpMcPeqT/T/1uoDcu7giEzm3EsT3ZJOThVpqPVpdG0bj5ZVQkxYErDS1508fjziWMzbW2LVJaibXeBDEsTHL3j59XtPffzxJ3/TkhlJcFcv+/3vf/3W2hW380NTvDQIaQ5Vdnkn+h2Jj3/55YiI557Lz9+Wgt7xsqzNt3BnMgnPXsxjQbi0neucxjlgFg8ZgQv37RgjGAD6duOWo8I9Ou46bg0U7jfmncGsCQ4JwdPk1PQ9sqjBEeUs5JTuO1vag2/O38XInUd+BllOYVCzf95txkWywG8raxf7q9Hk6CdkCL/bK+zUg0NJqYzn5/q9KYvFZkdH++86kvKcAOv1KcSzLoE0fZXP43JKxGLfSbMTnPvED+zRuSHAuZ8at6hZM/d29I24/LmoZ7IlbF70orhjcM7QhfjyL37x3nt7HgPW/YP7Zd15oOvtDeoFkXunx08GaloVEdlZlqzKugUe7mAIIxRmZSkUfD5ijzVCF38sYUzRwR8EjjYPpAsy0BxvThCP8+6DyTrg3VGpgiI77cRQFRwaX+stEEZy+eRkDxltpOmYMmw5FZmgBnsUFZHqCnbwnFGuHYzNp4vxpMDmhESouLuI+hqsaAAc5D7uh15izSQQPY6DDvZqCq0cjd8wKOwUtEJ8O9oYVfoKCiOTzwU1yOZVQB0hTbvHjydzBkYwPkBXFTVANEI7cyxghO0EBNJapolg25nTG8PXigvBokbCDWxQE66oArF8OROXvj+JDCYP+HacabIHE3w75YOESITuW1Ty+MuiVrhz4Uvz9dIh6szU4OBWYbNf5uEEIhNGKPIYodIG0bwQP6SZr8Ear3vc2tzYQ6TMTUWWznj6Hhlf4JoIs4X7fyJCQ9F99cHw2DjVO4spIOMmXBpEIM6dg+fcLVlOSF0gDxWZkAGhybrJiV6ssJtxu6I/hKBTJE0PImePvBm29jt3P/rtHzGsJ+FONbrgRNwidtN8b2YSde6as8b3NywsOpr9jSPzUZWhlIKZ1UThLhAMDWVnd3babHoSi6DU02vco4WjzCpD+H3ePmbxxeELL9w3ReO+84d2gvXiPdyM0uCzZxkMb1PRCcQe+pDR8w7uKSAs90PG4jCSX2Ow9ORJBmP1avILUpZ9i5G6gvyC2LDVjAsryGGr0jP5DPbOI/6Llcqm51/Z9OQa/4/rN088y1j7sv/XZ2NOBOPC234HplQ+99ymTTuW+95mXzrxtT1vnfGu8dOULx8LYTet835KWHrzSvSi16/sn3xCUCpXr+7pycmJ3e/h3DeuyVn1fNzBS+nE//evOXLsuXMROafWsMBA59Vjb6U+nfPq0Q3zc5Ke/fgXP3zvs89+99GnH7333s9+9qP7Yd3Lmnn9FZCkqjlcWQ68+2GOtbXVauyrdDqNrW2gmabROq19fW1tZrPbbTKNjnZaCwvNw+CMYra7JKNG42i13WyzyC7LLBkDLlNhZ+OoyTXQXj+kLk0oGpNVaZlt2Y1GEE+bzOYqS63aUYQctjdvrq2FEFZ3cnJrZ2GhyWTX1VfJhiDWU+9d/4RvTlDIqsAlBaJcJY2QlYr06jpmV5WlZKh2zCDfPBNn8gkoNxeAu3utGEGkRehAVjQE8+5BYSPI+pEEHcEEWnwaDezs3TiAgB7WSkwmz7bJozC33wPInQXU2XXwBsNVNejd4G0zvcX8nxNKpcOhVstk9V0dujawsR9tRXY6A1pb1ZCiKHymxjlRerlabbGYzdXVRmNyMt9uERdtnm4fBUpHbUl7RzaN877JZbNsDkjshysvy5j8RqdEorWVBtivyDGZmS8ERZSYMkRrvaC7lpvtdDYMjJFiCj2I16u1Kt6gKquAojKXy12u5ub2dvwnRqlvcXc286twunJkVm8rg7zDCe9lXzhK+8qsrQXY/ULKlsJhbPiSstRqdTbih+SrDldYCnB7alFxiu3YQ3RUVh5uxCwPzjRogrgdOCFPjamSsnBvvtWCWTOLfwOipPuXL3/yyVWrUCf7QbDwiXfuvbsDl6L4/wyZjeaUYPKXi2ozoIi115K0L+FynU6j0Wr1pK+fQiZxVmOGCt9coirUqEomOmTxKW++8G7SihM7F+zQ6pqbB0gpzOkpR0489c7HP790/SskpqOkoZH3/j/+9sLxkLUHTyzYNvnIL6gV5wm5ds9QKSkHDz7zzLFjp8KWSpXh4D41XrhHSaXJyUFB/vIcD0rBTUYTwGJ3Fo8EX3jhDumgmDXIfP2JkHmYNcFImD6fnKcEEpRUxuNs3HxWlJ2KU7gQMaxJSeQXoKHOY6jyeNZJxj6MrwyyhH88aSqrdBL58/ZhxPJk43WE+Nh1DDb5kEPhvE7EnE5AylrMXuTXqVg5dze7J+4Fn2WHkp5jL/F2mPdw7gsmOXcp69tgCx8610PUK1knQpawI+ajR4p41vWkq+wQSJzdP/fJkLh9n/32k/d+CBfr9P2y7r28PMhRReR3HkFDV4CfjJUPBuME1w5uMllmGg1tyOXS6WJxGxhzIJocqaHpYjvXCYRvGbh+XwbzdbA1yYIZ+7BemNww7imzXloqyvAMxstDxoHeLKNC0QKcMZJX98N0PGYWnULArFcMiW6Ne8zDHgv7ktuYWnptIEX0zOERpoO1pMg2xanz0dTLaaDiTyhswHlyfJAH7AfcBxISxGI+v3DcPMdIA8HKA5jWCyARl+DaQX7OnWk/QJkg5qJIXedM2HZHgomGSHLbNHuXyOTCFZUEOnNKKbIlNmHNGzwAsU1gvp1OR7MqpBSEvUOhgplZeGoc+tSwhxwqoYxH4Y4XziNO242d7oWcW0jWEhOgsoHx0G5a7BrKsFPkMY9zh0a2F+WUhTtlROwsHjUEsYfmzImODlSaBwY75DhuZtv/PbQgD8Fx7g6xHTzRyF8zqH6pOHcq+l6vMMOt0Lt5tTL0UvSikBVHS9BQmHzoL/3tj5899pd3rpMS5uUKPkxCyyDCWHt8rihqtvVNDTUHYtfPJm2DSHhgDIjCPUpZVFMDFNuoDPMb5iht0Zo4ydwuxX1YkM3ii8cDF+44BRwiyfGF+5Ynj1EV7rdvMxg3yTFIwfHKZ/csfDyUZL8OzwcgTT8XQybpBSkpDMbVq6TlMFTTpr2bdpAeS9OUL0X3bFq13/9Tv37Nsk0XP2wiH+JLb19krNrpH6q6NGX1EzdST0p9NxcsDbuxaMnar/iV+Rs2PPHEihdjfUqCeOWVpl3ROcu8xTKsNSebQqLvbfAm8lfuvNKzKOekP+f+wiTnHq+8ufqdnuM5KfvRvsQrr+fce37FsdDld+BQt1167bnciPwF30zflnMw5NzHH//mN5/d/fRTD+v+4x/jy3QyennNZWVlzc28ijzIT3UeFuZpnJWFha2NHA7w7pVtAKB1R/v6Rkd1uo6OujpEk3daua5btpaMW2a+q7DRapW06YarSi6rh0paBtwE7w5yd4J3d0iLaodsGW4upKNaJdV8e7sNok0NnpTNgoIhWXs7321Kbmwdrc5u05ltVSVDCoND73tllQWGWsS9Q8gq0Nu0Qlo1sO+6juGsqhoIGFUbDHL5/QeMTiANUeIAQ+1lgo8nUFVFsPIB0VJlmdyePj7INDlED4ooZaQjYWxMJquqGh7m88E7prqzsxrofbO2XtydeR+dB4Jrr7VUmQcQ1z466nbbbDPpByjlhiHLMH/UyGk08adj2xFF3j4MmzbyB4YC7J1AmVByK1si7OQHcJNBaYeSVjAktVHNuY3XDwXk26P0+oGBigqdLhy7K+sFsvZRXnUDNsQ0WKCvzZbkSRR4Nj7YPFJW0SLGMucC2ygnbwArm9dftgQ1D2D93cOVRk1rI07HHiy4pXFycFS4QK8I6lc1YNYEl9SUBXXU4wTztlZn8zBmubymPeiaBZeoOotHDMFX1mzYsTNnxYpNmwLW5gGw6VxTzpGl/9+hS3jIbKY+iatqzP/7uVnRpTKNtpV0C/zahOHhVJw7FX2vLKhvbLU2qKdKeumGHceOr30658Qf/tDfX4MJe+v6+29/8ZdfHNu5YPlSn0opsiCL1mi1O47uOLlq7dncS68un1C6R+pcFcKpmnz+/Hu5SU07L207OhHAJEgAu3ceT4wlJmQiK3AWthlkHs7ioeKBC3ecEQxitvGF+1dAlEJRuCNh+pw5uDVN7D2MM4Qvii+oslMBQBiwcctXxe1jrCM9lnr85XFy+Y1xNxjR5EPcGNvDSE06RNo8NOQCRuWeDnas20Gi5oeQkIvsN+EJ1xvfnP8s4+w83/5kyvxjfsmuAkhM/T6Zc9+E4dwnngEWzLvKeGrOAeLv9NDX2RdCToBwfk3MPPbXn//4V5/c/QAuGLDu3/vedAX7BHrH3VsqCRsYxLq3cg6jv7h1fDdhvd6P3GQ8CnchaKFrgSZHvjLI8buGXiQtgcxU5BOj4dgJV5lI4N2h+QZLEO9eMs6wR9JLIF8HLQUdOTKFnzpk5KMxzMwGfhZNmDUm67KQbB6PtASDuB4cb6yEQL0YptTT+PysLDodw178D0GQkCm2MJkTJjVCoYo7nKWeIVHuC8S1owtRjLh2/I85DgV0LRj9F/NamfXT28N7KPJ+XococPiTMsEGH5SyZF0gWx8lxJ0WB7CD8bBRgfh2gULB4wmFVB+RcKkOesVais9cuMIGfjcj2HWAVmhX4d83TcrkDdLwwn0HGEtQ2K5Ti9KRizteMh9OnZuK5gZkYJseLTANHfcUUMAcCcqbzi1oFo8CyrBTkPr9ubBoVt1OiSp+ZVA2k9zqQ/Nl8jhc8o9SIM4dT98jyXylj4FrFGvNnN2MfatW9VZwsLNS3J2f/OYjSG3Z4FcpqbPagkaJMNZlYFCza9LSz2MMz53acGNsLlQk+TFgIkQU7o4MLYejUuF226AecI1yuANDm2enpf6b8cCFe2wseXm8Ek2IoSrcN314HLMmOCeHwTiIs2UPfvrClxk7MdU2ou8X3cNa1DzxxOOP7/dzckG4krSXEfNNcgfwzWNnGc++QRb0Lc1dzHhiGyk1eOnSD59Y8uEGUgd9wbxzGJX70tDX9izKIe3nlSs9j1961ddrK33bqkXnnnvyK97fvTvbLm2/mro6fWqvo5QrV7/es2TnzSm3GcS53+jJOTPxvB2vfPWFkF2r8neke87boZfeTV38Yk5YOrxk5YYj93KfuX3z+prYHS/dy33qmV98/PEvPrv72GOffvSDH8yUde+tqKgoDuJp8jysO4cDvPsgOLuXtzYWFnZ2IrX76CifD84j6H99ydkdZp3OBG4vVo5xFNHqtvZb5oa20U4OpxrU7ZYhxLvbBvgmCcG784F3rzUkgNf4WFWXfcQEM2RAO942PGyxqNUOh+e4HQWQ/68FeY7kfYJ5HzG3g8F57VgpyZ1KsLlIoRbXaCErtU0lKWxtrQaDmLY2na693WIpkXWPGQwO+YMFj/7nQaAvKs0c65aVVNUPa/n8tjZohCBFe5vd3mIrkXl78cwEAr1DTZ/k2iWIa8f9mJOhLwVpu66t0dhZ6DKL1ZunsQzLHKu3IYq8zVVTGyhySWkYynAd7hs1tVfhxd4Ien2NjXO4s7Eez2oDEN8OeanU+naBXAtCmro6PN8eHDwma9O0FlZhVeVQx7bbiysHKCTfmWOVZZJk/Ps6at0VjRTzXQ2utgonnsRXX74W5Nbi+g/yzIagVt0QZo1+qCqouR37jKC19weJxnBXLEtT2TlbuP+HQiBdeXTuky+tfjf1XMC6PCD2bFqSdHxW3U4JdVVdY2F2S60/EaEssKhGDzfW0Kk4d3J7V2arFkrcQ36dYiSZv8V5v5BZ6kVgKFnzX8pdce/eJ5/8/ve1mC5fl+73P/vNX5qO73x12xrv722CjJnXaK9XKpVrLuXnNj197PoGovsfVdDN4bS2TvndLF16KWdxSEQEMIxE4T4ESW8c/C99O8yDl3DxrcZZPFI8cOGOM4LxDEdVuO+LxoQaQQpYDDlO1IPdIU9g981D32NnuqKp9FPW5lNAMaz+XukIVOT91pgXGHtxBjVrwQBm3bhvyxTwKncBawH7fNxiv6Vgr9vDOBdyx2/pzYhFpINFFjC+Yv4o4NzfiX7G22KXxVocFxeXMm7HioBs61eFTsx1XR66lr09yePnujX2JswzvwrzzJFR7FPsnj/89VeffPQRup53786UdecRCnfk21IJ7hlI415JG01GYuZecEZp4JoQzcvhiERZWRPJqVXibkUHoW/PE7qZQwlyaYmfqwzylPHw7mVeXu6CBMOEZB6Za4n9spcT6Rng4O6xXR+kcSE7ldqRPEoqp8vALZ3rGQ4N2AgGNbeyZHT5DLzI/xsQrrgsamHqQMNItBeEwuRkZFLzoM2FcIWM30Zw7cRkg+k2nwIkCsLMBZ5QklUyaZEQABlMDXww+EzHNJfBkMUForxaHPC+oVAMwka3KOJOEabj25HXMYD6GcVGwZZ50M0Z5BVSSfoRn00VxerxScd/gNXA07di1wTbspqDzBCQQAaa65otws0FkFPnpqLWRwn2QjAh0wBX688W7v8BiI/dFpMf/UqAqnwG2Au+Y7ORS4GAzKRaMYWrXtEViHPHzZXJSB7Edu0SmdlBjSLf76YgdltS0pe//JOfeBPlE4AOI+9PZb8N+X706vm+0gEZTEFrI/qdrLCT4CqXO979l8I31s+k5mbMBfbr44V7S56Gyy0l/b5FRWV221XWyhHtfYakzOJh4CEU7kd8wro8WLr8BOPx8yswrwi+eZPBWIst6Vc3fZXx7imyjgUNtinuCuYVwU1NDMYGTGjT/DOLGBH5JAY9eMupg4wlEWTyfuu6M4y9OIOaY0+fZ1za4C+KubP83b27Fof6ieIF0m/uurEoZCLcdHLjO+cufBh3dKnvWZp/4pmFx08uX+/9FU8JPbb3qSsvef0eREnT177Yc+7AN9dPPtxLpce+nRp3CpKXJl76Us7zX39rNXJwR0hfcCXkqbP5B+bCMNI711et2PXsibfTYzcuu/L6uWef/vUnn7zzzu9+d/r0Bx+Aq/v3ZsK6V+RVBBUXF/eWDR7OKyvj9TcLnWAOaW1uzivvbDWBQ/jgYHl5X59Ox+dXV3M4hzU0GtMsqtK5qwuBnu/L5mZUyWpF7XyuxMhxWgvbdO0l9MwxA91yy5VttDr7JNkNHVDpdzscaUp5gqV+ZKSxsa8PGFmwqpHRFYYEh3LcPLw00dLFHMmmGTmV5a2FJldHRg1dPZaZ4NBLo/x/KqOU+kR1l02rHRkB5xvoBXSCQY27gd9wK0NcQq9VjBkyExLken3kf1cTMCpcqZcnJBjGutV0ma1dp2uASQR9YLDfSAMT/Y6ursREz/yA+wFQ95kG9ZDtlqqaU9nHqVZp22tnxLVHpW1OGKu16UxWTiVN1WFRK6dpZsjBrMbNdTqtxvYuvZK6cAc7+LGaBolmUNJRS6EeR5DLbTYNz0qzyKjeVxCuFoG+nTZQSiHgiRLQ6ysqaDTyncsDvdwsceZ1yPCiHoGjxOnsa8Obw0dFdbh4vV34fYsSuzp7GxJxFX9UpCwvr9OEWQO4peMVt9fitC3dtmRwccfdZR0ZHUHXhrAPQA2q/mIZ7kJEMYOc1bgQVqJwv4wV2c/iUUCw9M6hZevePnbv/AMr2xEWXji36ky6//ytWXgjUdZWWSipz/T/7YgsLaG1DlbTFf63HaWSy83LA/KE9I2q0tHy7KJEkqNiZhc/r1DXrvf+RgvuHL1y5ZlnfvpT4x/IP0vxSvf7mt//+sWzqQdzFhza6FV8XXZX80wy9M2ULr+eu+Ls2piT6elQOEhtt3p7W3y6Z9efXLEYCiqicLdyJDiuRykFI4lp1YyzeER4CIU7Tt3iGe4pzHIiiDUkBLfmzLzvM57G0OTU2anB8+YB44+h/NPnPg/idPIuI1+ZvX7eLQhRrEOMPXFxpOXBOygs4T0qd5LfzJxv+1qvexADM7nfJtxTp6BkHYuOjn7VT6i2IOQd9lofGiR+7gL2prjF3vr7rRjOfZEX575y7mvRSwgXd4S5sE8982KAgV86/2b0hbjUv7d98pM9e9A1nTnr3ssrI9j2Cija+8BVu5inoRUC146cZSDrmQnpE8iBhM8voev4iFDVANOuhsjOumQkjYfCSTQmLQJ1u4qg753cASLEQpnQnaUjJPMVnNaslgkbGKlULOZyPQmqhcnaLIOfhXgmZKfWJXMI9X05MO/tYo81PCUUCrGYyTSBfAeZmiOpPOT5gHVklRj490Av/I+DXnFZbGM2gMMkOmvovFmTTchC5/OkuzrENm42cVWd98e1b06oZ0rgMpTTRrBULwkikRCmP5i4imlM4cHjGDyC8mjmwNcVma/382QBxPwevp0fgG+HzMOgIGq+XUZBunlgyGqgdpiXSvt4GgqFezgo3POEeDf0SHoGtVO6hFPGw+8NMqkZScCV9JngC02Rm6qi4YdDgnkjVsiDCneNd+rCLB4tls4/CZEhnxvb52Cs3WbhBw/nTp44Eh6Ic+dwDKTKnXqmzGWw4uKQ+4phYRcv3r3797+TtofGMwdCJc5cCoGs9HVeM+2UYAx/mObxuxGwDsF9fx/42W1FPUXo4Al9B9nKAn0BUbjTXANkric+vFaW3NdKa8FGx83ikQNV2i9sw6jCH7xwz0nBTUqnLNw3bMBbwQQHv736HcbaneSpoMHBr+57nPEWrjTJz2cwLpGN2YM3pqc+9q0QcqarQBq6KXrRQZJ/TJT06KZXFi0i+8os23B14dm1h3yIcYSXI+IYEQf89/XOkdcW9uTvnKLHPVgXGr3whZyVPoMopTlN3zr/3WW+EppvHluxacWrC7y2jE/fEHJ2SYh3WwHHuTctur36VIrnQWJ/+sncs1dXhS4gclxTQk9sT3364IFt0jsbrue++FTSwT/+nGDdGQxg3X8yM9a9t6I5r6yiordZI3Qe1uQB267hdEpoGk2eptJqgoBRDscJMJluZbhcVmtlJQeY9vaq9mG+C4xGnJ1Gl65eJqNbWnSqws5BjTXbZbbVqoF3V1taXCrg3QettAZdlQXx7uHhSmVtrVarUnV2OsshsrOhvgq2LZVPKgQLEsVd2g5XNa2zDyh8k1tnbikZ6k7MBAYdr18vLa2t7epidrhcoxDUaQVDnELwneG6OszAv9Mv16rHxjJLExzyzZET5P5/DqLSlJFyR0FC5piiu5YutrWbde626sLCRuDGrTSJy91h7qpJNNyPaf0EotLC5Q6Dgl5l1mVLrDApobptplw7yv10ZA5V6bijzr7O7JF2GZWWZBKRkWq1Tgc9GM6AtkAe6DQrHWoLv3PQSRupCUThl5bqdP39rRJFKdVgE3x7FhXfHhxFr3FqKiup+Pb48JYOTr/JjK9To9LUfFU/p4viUUehOFzRKsHf+IoM/AonxdRUec1AEK8FYykBB5RGcwqdeJ1KVXZfrw6bSW4wSXqdKJqYjGqORoMr3JVF9qBWO+7ASu11QZpSao3aLB4aouJZ6UffXHDi3dRdgUry6XF64abn74XOqtunR6KM2yepvjVW5PcTk0bNuatUg4NiEucer8zgGrGcu0Lb1l+prQ/3qz2WL1+x4r33dv/y6NGtftVHaWJ1ucT0t5urFr+Ye+nJZWsmdLThchGnk2N3oC+6QLol9MTzz0a8uyOMtV+ZKZHk5fkaPkilIBgmCnesgaxBQQPSoZ7Cf3kWjxyo0sY5t3yOwp2awMcW7nPnMhjR0bg1T8acg9nSGMV68PW4aDCDwejx5s+nEsw3sdlYU3jkK5NLosqBpk6CYCjcDNy10eDiwvJPiPGo3P1dLQWsHUCj+0jSPUiN3ss+5EWRI6yZm8T4ll9XIJ71KgyQ65Ogijj3i749ignOfWqvdsC5S42YqO7jWaHg4n52XC7vUbwhIj+KtQVCYvfNe+0f//jFb9BV3bPn7t2fzZB1B3qXYN0R2+5xlgGNO7eNZkSruNysLC4X/YU83EWiNoJpfz95WJQIqakSYT+w3KNcLXTy5YoufjZY1BSDG+4AQTSkAe/eQQxTjHj3KfZTAW4yRoIk10AEaxdJ2StXQHRqspHwu0HJqTqReCYG4pdBKm/nV9NQZ4A4LB6HZuKOMDNEYnoilrL8d2JzQje9JkvL5IJCyCPvrxD20VRMrajm89rCKxNqRWYwg0He91a++f6Gy6SbQfwNsxu4LVgvchLodNRDodHE2Bxcb6izIDYX4sCn4f75fDS3gkxuTWGCb6fevyLg28tEIqrVpXD/cnJqKJJdEcWVx3Fh1wH4/P6gGoqDFYPCHS9IRwS5hIogJzxlKAzrM4BVw9P03dAlo5DMl8P3FbcXBXRuEI2Jy7wyQKZrOWb5LB46tsaemvd09Hnqgnym2Bf9bYy12ixwUIhhajuthRT3T8m5I4+qvgCcO/nHqATmydAUGO7g5799bM+9e+l+hQN0GpmcIL54jHUmYhd7RczUA5gBnGU6syYyFqRzd8AEORTFmoZyKpjkVAaicMfo4fTyGlurptAkK30AOmgWDwOo0j6JvQ8FKNz37aMq3Jv2LqQq3B97jJHqU4COIz2dwTh/nrw8OPjUzVTGc/PIuUmwJnUJo2kZRkRz4ACDsQIrpV97Ye+Xj2CeUA5EhDCStpGfAVauWouXyx9LPf/lden+X0+Pyj2HpHJ/MyTk/LcOkfb06ede+fKO8ZykCdxJX3Xhauq6cWm6BwLpy00hPWc3eFP5wLlfDYEy3cvEZoJz3z/5LL7sybU3zi5+aZxzj5cuuBKxa8Xqm4SGESneklJfvDl/S6x045mc7SERx//859/+9i9/+fTTx/bMnHVHaneQuIPYXcPpcwqbgXbvNEoKjcDZlZUhYlylKge0Gu3g525StXKcIERv0IksWVpudmMnxzla7TZXgTS765ZdJem0Oo3VLnO7uru0FLTrthF3Y2Mlx1jYYLfZ1OrSUuTxUVpa1eV2gT9tn5WDXNzF9O6xTMfmSc5CX3rZ0t7hVlUbrZXWVonJpTNXiWvVoF4viqSsv+XyMZDKt7TrRkzVhVAMc/o4faOIf3eP6MwZYBRPv6wGBh5J4NEwkUqSfP7hIgpM2fV6R0JCqcHDsVe1Zww0wNktHC3s9LDsqroRcxdkySZOy3JTIVzvKB3rHqpq17mqjc7KzkaVq71+psNFRQFPr67PcGX3lXMa67QlpdO2UyMjx8YyoLLkcEZG1ImBTihSt9saCjWcQr4lAPcfFdXdbTLl5blcRZSkULi+dpxvp9y/TDrw7Y245BGEqKihmk6eUTWkxCe7ymX2CqEKEghxSEszmcqaZRQHW+829nLxXYoohaS1zIonyA3d14JcdpynTFSaNs9pxbrbRNU6D/dJcGsEacKg0WrcJIJSWVuQ5BaOizdUj84W7o8aUeuVK9dsC1t3Ivfs+b3TleXTgd2zK3dnOpm7mgUOmbUNtNZOHd1f3DfBudP97w+lpTSalZJz11UpSL8IQ9zqPKNIRrrRfOmXf/jss98mXd+xxm+CnKxL0lyn/ef+dTlrU9ceDN22ZTxTptRib27lZ4y3nZXpy1bdPtd05sihbd3dZWVcLsk3azw5lQQUG8eh1f6PmDj8T4DKBiZg4R4XR1W4UxnBgHqD/fj9B7EuZiwJIQctgbwmIpXxLHijkMBiUdH3V5I2YffsaMzTkOa0g7RcGroTIk4xzvNPxixirA4lO0silTuZul8Jw7DnkOxp3gx7gvHtef4KpZfnfAuk6b7naP/cHIg+890P6fy3/RsLHs4d1DKTSzaEpgLnPuV0gyxqJgx0BKxtEYsZF4j9UoY9Cc/h0evW1f3thz/89LGPfvfp6Zmz7uDuDWr3a/BXM3J0n9C4o8BkRKaikNBKEDH381x8C/DaRmEv8nPnlySAFTsXidLBe4RfAzPf9Yoq7uh4DKuWIBuipEWidmDzAMhRZop3V0plYjeXA0MBwUqzY1zcEXOs5ULXn9jDcshNzZip7UUmHZwmmTq+iQapk+MHiRjtwuQ6OJYMCDvt/jzq8QeAUtoN+3QLegImWifhxIOQx6Elu6EnYKF/IXP8M1GrgjhfeTRuVg2O7aGGUlpD9FDKhG3MWhIThQMwPsjcRyj09TbAAanby0E0nxHYDh5JSVGfJ9A2CjGypQnEt28G8XeAFFDP/CwqB3dk4zAY1El17hISUPeJ6r3tlPT4emkJOC1R0PjIU6YF6ykTmTBCIUpHA1bgB0QEfh3WFD5RlE0x03UMemOzhfsjRjzrUOhr0Hb+QnB1nsdzbBYzgwP6dpARTsG5S3Cc+yAl5+4UakkDCaR04NwxA22VajQ//OFXv3rTb4Ic2LjSDvMyIBYpJWwezGfLnztRnyBnGW+TK9acd9nnk26zWOgWTZrJgy/c9fqW4cM8iao2gHvALB4xHqhw/xACUu+3cF938ctUw50+zWD4y8ARDn2zibEolSxMh7r3eAgj5A1PrJAPtm7ds6enB8eJ5jy9iXFwAbkfmP42aFxOXCctl75x8vTpVatIy4MXHFly+vglcuG+bsUSRtIh/1n5+984uefiu/n+e7R82aLHc2/f8ftmLohJ3XMvZoOPhI119MyFC+du7/feVLrj1YsXc3O9DeulW78Nlfu6lPjJ87jsjaSvP/ti6J2t4++dEnP7YtyqM8T/BVtTDr51cdG7+XfurJcuO9W0+MaNM2f+9uePP95093cfffrp3bs/+dmPZsC5g7dMf39/s+Ya/MEzGo3WsuaKfmFlXZ1EwuP190MQJt9u76wsa87LM9W11wx3SKzCa2V5krqu2qEhs5vWd/iaxjla116bWFSqtthVHOe1a4PWOnsJ3QH+LnqHpd7VJhSWlQ0O1tWVlDgcej3iCJTKy7IBe3XrYU1zM4fmHqgvGXMU6aXhgsnTFu5ItLTYgTsWavIg2LXaZB+oEQNfXoQGCJyZWoo6ABlas0tV3copF4Jov6wMZPuFkmowf+cP1NTUiMcMwL0nyAlICaQRePAw1kkIBGig8HA0KBreAUS7YaykxmYbsDe4s0dbjYfLyvI04JpvrVaBiY7NUuIVs/cAiBKES/VyR8KQjemqtlZe0witqhGb2DDjRNe0NL3eMNY+UOjUXOtrtWcopvORQS+RF9TUNDaWlbW2qqd5nkqTZtYOtA6WdapshFSTarO0sbG+vrIyu516G0H4kE1VVt7HNFAOpM80SfrLLZSKnIRSVWWfs92A794IlBZjXzON6tx1dwcFVZvwhbsgvIEi5BQJ/C1BmjaKA2s3lxVXYeeLbTa4g97HurinycVBFSo+Zg0coAYIfNwnqttWHaQqwRXuiY2dxU7M8lk8JAikrKVbDi3Y+fr3e6YryafH6dP7vp6U/8bWR0tG/HfDYRgYrOwzG+R+d/U0g3gQciYMmf53e4OBNjjYRzf4L49Xmkc5mg7DZr/l65XdhVbe+wZ/IT3c+ozG37z3l0U7b6bf8a2Y2k19PK1aHpy+LP+ZZ5557dQhlueKXjYZeUavewQrJv/Gh023Dx0ymYqLh/x/HvCFuxkkfvjH+Vn82/BAhTtyS7/fwn1ByBKq4dhsvJr8TmwuY1M0LskN0eTbJ7PAfIC6AbhU1wWhUFdjBPNbY3difWVAts5m48h7KWsxuyeaLOAhVO6YmfkbIex0F1nlvirpcca6MP8dfSGuh73aL4I1PXQ12MCc8VkmDYXL49sP8HDup7w85lPCctkX4i5N6oPWzD84npyKsHR+Dkjlc2PRswxrzhw2Oylp48Zf/vKzD3730V0o36F4/950tXsxUOQIveAtgzTuxWBpUo3iTpGfjMcGpp9nB690VTLa8P3kFkj7d0/mpo5JFWJm8iD8r5mjEg2BYQiyM6kG2h7x7h2EUwXi3UVcYEoRP8vlVnk5uZcqRFkmwsW9TCjhaokYVl8IpA66eCo3lWPlukT1MwsR8iAyIZEuFrUzO/hg/04DSncSkOcK5vUm1FJAXukI3Q+UTOoNiOxEA4lEaFAJvMNh6FZ4gHxvJMl8ZruohG744nT3DoUNnPDL4Q14QhpMMZjGjYeMRLqOiy6BNfmWmMqpxRdpdDGavyAUUivJp4Ck37081TQWNUDgI+v1wAMiP4g8DE82BcS393MD1P4dMFHDTHmYSFDKoXKUCQ5GLYbLFOY5aN+oFO4FTC6YTFA8TCBPGQrr9ywJBUWOTGqas2yYNcFq+rWggSzcAVK7zAcQzM/iYSBlfg40nL8gLGQfD5sIw5/FTIHmygg5WlITEHHuZTjO3UDBuTsUKix5n5ZgwQvmVybweL/61aKvpoZs8wlfD5e6YPINcruJZy2Y89RkWrpAavObdgOm8CHPsL+xbh3MGqJ5Dw0gF+4gg5Tb6w6X2c2zhft/EJTKh1C443htT+H+zg6ykzrg4kUGIx0z03TpxhcZe3veIK8ITjnzFmPXa0cwa4LPQXScv3M6woF1IIs/SJ44L914ac/e718h2cRAJf7KKz09ZEdT5dbcV57oCSPJXNcsO75n17vrSGz/xqdC9t3YQjolV1Z9+fSZ+f6Fe87ZJexj23xp+zVvnNjXczvHZyKC9I039u69fdt77zyc+9tvbp2U2acvu73kxq78lKXj+3Rnx4klu0IOHl1D0PKsHW/v+jAk981lMAgrJubGjaambdv+/OfUX9y9+8Hd3/3u7t2fTsu6F/ejehws3TXCysPAulf0cQppQk1FRVlZXZ3JNDjY3w9/8QcG2mD2KY/XKTHbbDa+iaMpa3b2uYdlY0NVZi5NmNes4SQPV0HwqUFcZXeN8+78kiHEsQPvbrHbORxYNmgyZdkyCd4dHZHDYLE1qKzlmmvOSomqY1g8Vlok1yu9ZumvV8rVsgyzKplTCbp7jbFRVTc8XFKC6PLpuXcEJWi3ZZb6jFtmu0qlqgbFvgY4+GvXrjXnSSTAwpt0AD4feHhASQmSwSMUFXn4+AnoPcT8JPT6zb4bjL8us6QEDTQ8jIaV0CQS2O8y6BloyssrwU29zsXMqLcMqTMdn5sfEwiU4P9e5KgtGbZnj1Y2Q1ehVWW/JetW4uapYxEVJZU6HLIavqqyWaOpdtkorM19XkOw7S2NVsS2WyglKRMb64ts/MYKTV+DJaDboLSopqa5eXAw0ICC8JLhzuJBiY2yIxBO8O15dqypAoJUai88zMuiOMwoQTfTVPx+Btb8BfUEjEYeT+3AF+6yrM5iFcVBZuraiq0yrOOjQDBaWa7BF+612tGgNqxofrNsGHJT6zFrgumya0HmdlzhPjTQGOSqxa1RVw4e9i8AZvFQsF65demdNWFvv5b7OfJRvbHn8Z5dV5bNTku9X2w2MCFZpKO2dKrLSwBx7n0ciSHT/9ZSOs65+20P9zA3Qd77c+4ChwzI+2zvBNXxFzgGB3t/9Z1dz569/uZ+LzYwXsl39lVW6cOD47ceiHnxlecOPrlmP9Qo65U1TmGlyuvJQLBx+drcCxfOnPn9741GP99HcuGulNYB6UYVGjeLfxPmhm2Hr+8DFe7zsa6vqHDHW6+jwv1GKE6wHuA5IIJi7zzZqRgBOrwEXoPbtzuxVxnRcWRJjMeiJjeWXOsvpRoKJZPGYNoKJyGVdBVJLagMWwe+Lfn+G29l7WLvivN/kFka+xZ7SYj/IafPy2Xs8pf0z5njb1m/lfXtuPPsUK85r2vm7vbh3PfPPRN3I7pp3I9HwEqHZ+8LHp/52NiQEDY7ZmeC9Jd/uAt8+3vvffDRBzNg3RHfjjTuvcLDnEpC4+5MTvakk3IBhUR2qonbIurgD44np5YoPJroCp4RHEgKpPTxzFRhsp1wldkMvLsE/o/k8h7eHYCc3HkwQD8PDVbkxV0oxFq+hBB/53GS+VlYljFcoRa18N3IohuBRuPzRSL1A1Dk4Ypu+pDYAoz4AN8NnDgNSav94YT4I2+4PcT8JDwE/hQIHx5voFRXGuS6Mpk2kYyemTAT3fh9AXUr3JDdV4wuAjppMzOC8YYj4RbMX+glrqga1JUzQSTBthcLIVZ3uk3RdAMXXNXB5K5pZPNEEKBQGLiTgjhtTUC+HZmbB+TbRczyIBNlx1iv0PI0nAGKtWChExTE51OJ46kV7p7UVBV+lUGBJOn4QWuglUW2jUBAFD5F1ClKdq2h4/o5yBRehz17dOg+UezfLL5YpITFRFxlL5ymGr8PLIFE7Rk/qf+LvWsPa+q8w0+Sh/wRgj6QaMItIQm5yGUYFCIoIs2EiGTaAmJNsEoWQhviiLLUJVOqBWqt0oqCKTREbUUpLQK2QMqKtlamrt3mtqeWWlddu3Vrn3Xrxi7d5dl+3wmXJOc7AS/t9Fnef1rPyfnIOck5eb/3e3/vLwQfZMvUUARF7r8M7aYhtn2M3NfAq7mTOzEFM8xr6KMBWwFpcNNLDT9NfIO9JsZ3ypXHkEKau/e2XpmwJi4r+sm5KL/CJTGRWktUxsSw2Us++eUv1Wq/7YHEHbql6tqkbk2rZXbP9xC+JtwGcb+IU8LDfnr4exTEfcvRM8ysCzjDetjhw0zmFnJ5KCB/0VLmE5gIh+UrTjNPPvMU5oiwffuYzPXryduXb4rYHv3eQxj7e+qSDDCnYxq0om5Or2IiJJ/+6YPMNa+RFxjnRJzZ8U5JYMWpcsUPFp380a5AE7+scsmJrPe2BEjuOzedP7Ht2JEJg9okNq2JWpT1xIFp/zpCTMzChVu3+mvuD2Se2rwqdefUs3jTnjVntsWt2X154tDwPecyn8k6fGAFUXUurFwGc+83tz69ciWPt2nTunUZGWvW3Lfs75/+7MurgI++uHJ1ZtUd+DXyuNOQ6u5u4ZdDS6biYqezBmAAFB8sahkYkBpMI82dzvqhFk29SuAwthYWWOtBSdYbTMYGnVGtlXZrzPx6aaejDuzqLmNdM/hszEVujld3V0KSi0KBdHcQvDV2lWmkYbwsCW1FJzWuaDdx7f2aIbPbam9kOYYhgB0s734B7Nm6NIvN1GEvrq4ugtT54uLOzpERCUjks9XeJ5Gt0+X0KYy5ublqUweo8Co70uEJKb6IgNnc0tKvL5YiFBcXE8S8EynoPmjuaiO2e18llY5BIg/UASAgdR2SeJwGGLoQ/kqdhZFT5bpjxD07G5nn5fI+46XBNpTZDdfYABn6CmrjNxk8XmQktDxtGBRYPaIhq1Ob2+Oa+cHOy5Yl5RFqe5HTPpPaDh1hS/vqVP2aInqnJZhtHpZy8wTcmhq9XhdElY8slYx01/QH0duFkT3B9fbIyFxBbU0n5Yqxa7hjwD1GebjFUl7OYuE5djCHuzCSoamvpai5zWnQ0Jo68F1a9xZ7avD5NlXaNlpRDtaXc6mDT5Pk4Ii7pY1D68BevRBx/xqwIV6281slc9e/sPrNHUSvvNvHs88uPBmRf3F6gTaEm4BQ6ZD2m+2KQA09W8eAhdIxxTBec6/DaO5ew3zgXZyts7jr9Y2lpLtbp+OYx6QPvPV81q79Ky5Px9hV5RhapI3DxILz8j0xh5acefni2Z0yXplCPSAStPv93co5c86cWbLkgw86OvwIUSBxl8uLwYsXrKFdCP8T3AZxnz8ft+d0CgSsY6PXVyQehRgT7J9KScG3OwVtm9IyP4e5nX0Isz2MbP6eRH7c97GR9d5cGbKVPh4lzONC4ZF4j2vDet+cfKzL/XLEMeYpson/Qsz3mVHzAzdvicmcMqhN476Ij9kRgcH1aEXA/7rJSJp7eOyquBPsR6eqzOPDt0CezPTSR2XMC8z7UZU5+seCBWxYBdiSsGnTP37/+mdXrr7//uxU93KktBNqez0YXgmPezoA7arlaFmd3CJCa2eJ28GUjrJakCNaAbnfeiJXRqU2ypLkxok0dze3A4I5NkxlypSLRGr1ZLMIXVqHAMXUIMM8S93jI0VXyBliFjEgSkZRsVqp4lYYDJQw723DinI+ugSt4obbbyyRltZHON33ik1TyjoKggmGgqlXmtTtXqO8f1eMO44ciPYpID4C1L62i1V3K41iZbI6sX1iJcWBjTTBYR5DDFUCSG2fibQDImXtEApvFpmwtuppQKNTkPBr0tNxTbqn4YDBPHRJEL09SawNrrc3SPohw4jaa2+ERaN0yoasYSIRny+jiFNDqwGdFA73CoxeNgVUNWbE/qpCXgWsVeBtO+PwMVDEwHTCsjj+C/gSFELgBfwQcf8aUJJwJDEieuFMZPxmcD87aoFPonAINwmkuddjNHei9zLfg9fcPRjN3WuYJ8/b0a1fhHskoXBGAWtFwlGoaVvv81svIdLcJ3/2Hpv/Mvt5Ii8I9YEghV2hFfbPPnv3Xblv2U2IuN8jCBF3QIi4k4h71fnfv74dEfcrX4SI++wQIu4zIETcQ8Q9hFtEiLjfdbgHiPvrQYn74xGfLQpK3L2do4ZDtP3uwx0n7nMgiRxP3FGMOAVxR25t/HAXojIg2BxTt0oY05/BGNPhC8lkxsWRt4eFHUl8DzuYN1cGE/wYFhYNSbm4iJpHI77P3BpL5goXo9/AuNzjEw4AOU4hvTpsXcQp9kWfGBgv1qdkMc9PMW0vhOGp7ONxUYHhNIi6JyT4zkUmqfu0YSc+/EWCuk97gUpinmJ+L2rV5H7op/Yem+0tMggPX5O4AxLmvx0+3vOPT3Ywr157/8YVUN3BMoNj7D4o57dAH1Uveed4aXF6OpfrAZatEXUKBicy3FWQ564WWIHIo9TvujSFuJPo/4n87Wk+qTLdrEvQK9Kb5U7MADgcRN+9DxmXvFUt5aCkGDcHBvTL1UbdU7XpeiLvRpTOVb9ElastkzUwCmFSYSVasaKhDFwtMFk5RVvMexhpaTZxs6CbONEaPj29mSXBGplnAYlkckKW61doEBxe0t4ros+GtMMvk5oOX5ACCIUP/lFkM+rgy0KRkDINRNudXGx55wQQbW8JRj+9Hb+HKU84mVUALQopcyRZLBotwE7qA+Rwp7ouiGUfpOoc4IQD8VOFNImKJlXjszYZ1KdKPWAhNK7CTR8i0xw0PovKnx/CbePsgl1Rx+4sZUfIijgXEF4Wws0iW2aENtMHxYFPlknqTiq6QU8RHHVHbYk5XBQJ4w/0WMLeXM3cAWjfEAl0axs730f7Q2nu030qKmPPRXwMTveHZcNwXxvIT5H9+7dv//zzxdONWEPE/R5BiLgDQsTdl7i/5Ufcr1y7ESLu9zxCxD1E3KcRIu73EkLE/a7FPUDcHw9G3HlA3D+jJO4SCZ/PwSRYhnAXIBhxR9T4loj70URy6KLXkLI55TRmD5RZ4i0p3lai+HkA6p1KClrxwsu2yd+3swsOQytR3CGUswD0znAmnrMLtmFPcxmFWWZ51GpccM6ehOeZcRGBpxcfvsYvCsYLWcIFuH4B04vw8Lg4NjsVQ91X+VB3uI5RjzCXzJk+9fC5R2Ae8A6R4U78G82dEhO9c5S35z4edyL6woLlYYsf/sOXX2wH0f3G1V//+tfvfzgTeUe+FkTewSozGbeip7dNUGMp16TmQhA28mgUSmziTiKCncPNZSSDTcYOTLtGdFAAdF1WJR5Jd6LBOE61Az1uZDKxeJIvmtS6CfqulBnFjRPJKGPcXEmanxOijFHH6iKi11HvVK66lbx2OY1khkOtFdgnPCQ1fA6dK2Cp6xh5s+oDendCKJdLJCwWnY4y8NGVU0EaT84te4IivbE+KL9FPfURzAZV4lGIHUKknZLX+iKZYYApmYdumzGoZi2kyZSLuoN9rt5mpy1TaQt4oN/HGlxo8iSUMj3EmYopr11SGixq0ykLU+WQvczhUO31GmXws8tseR2sllMMzIDQdapMGQeEwIxi4/5Rins1nmkrZSJacTrOO0XtvEHDhYj7VwJE2TPYS2ei4DcPMMlg8yNCuHn0cZ2U1J1Ppu5VFNQdNSbmcMkCRJWgEd/KWUVH3nMl2Hb3RWRFPz1hJ0Zp7v4RNXtiothZifsl/6ZpBO3kYRobr1x58MGLcyeebCHifo8gRNwJhIg7BXE3poSI+72KEHFHCBH3AISI+72CEHG/B3APEPfXf0FN3P9JRdzFYhTnTD4ghLsCwYh7kFanKCeRmrhnReDS2lH0OhsfvT53LpMZEYHbs3huJsVwaB4QpNZ17uRX0Q9RQRqxYjPmqX0366JPsi9gKl3xZhlh7EY2G3eKc+Z/l7kfKLI/Fi9Yx3wlMfD9rIQOquz5Mf4bEXXfzN7tN09B1P0UibovgQrc6czN+NgDcVnsjLlTHWDnzo2Ojoub9N1ciDnBjkjZEjvvG2cX/ObLK0DaP/wQkfdrH76L4+s+QJYZAPpfVH9pBl6tEakg0Z2g6fRRqMR0ThhljGkvCehEeaoUylPzJJdg4RFoM8cuRsWqOrWJiF2HykNv6jei721EC1ZE3xlTNArluB+EWHgarZrepVYE0BWIDofeqV4Cb6ZLUZtTv/0BqJD3SdpZjelOwsAD8fRgETAImqHWtUd+C3WcXzvmMRQosH4yGl4kSk9Hp5x0G8JJpMTGNaDpmEgkENxM31mhrEfdCQXHUCs8O9JeJmfB16RINHMT1my5EXr1DnBHqdk2QlWaCmYBVLTYixlpO+pPWg4dU6mqcLNlhTBdbSO1UZwCmnNSfeuU8FOroTTKYMvKJsGF9XKqVqxd2HI3BJTibsWnuKO+qQIWrso3D9by6SzcKaCrh2UWIdwqKsNTF5yPeuOroOwI0XFH/H4ZQrg95AiKabUkUoyoOycYdQ80ASLq7sZQd9TOeYjcOBlpCaIJ795DMY+wDyU+RrARdKf6u24qY1MjXok+9qke33+Zw/nwxiLCHAtDhYj7PYIQcScQIu7TxN37r0nirgTinvnllc9CxD1E3EPEHY8QcQ8R9zuJEHG/p3APEPfHX/nuM59aqYj7Jzc+CyDuSofDbDYYKm6it0cIXytukbifPk1F3B+7GBGEuO/4eB9mT9iyZUzmyZO4PSuXrWaezMBx7ZLUt5js597C7AlbtYrJXLUKV3mz9egbS1ftIe/ZuXsVc/OT+8kHCIVHj27fXoLpCf3qmjefPX+R3IRp94vvPHtsK6nPlHD5o48uWkRuWrWzJPPUGxlnK/1/foWyh374yo78Lbv9Xyx7eHXm61lbzvpu4/FWrDjDPpq5zGcIHu/y4vPbsrKe9jlV2fK3t+Z//9iuqX5SQuGmuS9nfu+9CxNXV6ncs+fJJ994Y34MOqiycsXGfSnbzjwQUzLPtenV+UuufPTR+7/68Ma1jz668n7QQlWiHVN5uUZTW9sLsDr1+noRf6CoyG7gNtab+S3u/rbmjkHDQQ302T/YaLI4RjoPclqGRNa2ZpulTzLYWA9t/vvpo4OKvjJXn7FR5XabzRxOc7NCoVQmJY2Pt48Y7Ohgq7PZ1KCbBz1qoHs/NO9vHeTSa1uGNP1Og6ldMT55oqjnUFmZPA/qM5vo+paWoaHqapUqNzcnp1RJZj08HgwnK00qK3PJe4y21sJmrt1ebG0xD0Hrp+p+qV3VldvusOX06IKRwa8XFTnDlr25JlWB01pdPTRk1ugPtnEFWpttfNzlSkqSybKzMX3HZsQGpdzS2tlWXW3W1FqhE5bR5SotnW2rKqXLaGrsr28RHWy0McrKAlpr4w5QOnLptfVFXAFDl0R0EaGGyzFYW2u+3mqrqAh2Yrocu0djHrHpgnRwcllMZmgJDt4fyoEKm83lTYM6yvdkbLSW6x19FANEKhQ1NY2N2RSeK9slfTlXPfVl9cMGpXFAo+/CX3KlsqjIXbsW+0erctLLrV1G3K6wcameRse/m9ZCPu0lBW5Xw14DzWDBeZLWmhppRcPBCn9DmDUqKy9eTMw/E33y5MKFzz777EwU/FawLnHLpnD/Tn4h3BYiS3NGGgfczQGcm7dBpzMYNJrAVnM8YY+x22yVGgN+fIRKxgh3wNps8385PN3Ha93u64Ht5Xg8hqK2xSpF4Y/xlbs3/vTokmeOvL0c2twZBQcH2nzuVZ5QePntXatf//Pv3vXQyc/h4WHzL//6l8OvZGZCF/dJ4q5Wh/T2uxq3SNypY2CQjzwIccdntyBdm83G7Vkeu5pCJA8i4CNj+vz5OOL+IqTM78fIDShXhsJ/j+R7cgQ7muUew0bUULncCRc52S4vC18dvZmdGh74JE1NfIW5bgHcSn5YDFb5kwsCeszGxp6B8HWf0nCALPwBkuaO3llG1AWfLWi478dMbQkPRyE1b01cuU2xu1JOeEvWv7Hln4df/+LXN9791YfXZlTdweWO/iMSTXrc6fR6SJYZ4Nu5TQJkSC8CrX1EzZ1yuEvEo3QPOgJyZfrkPepmcESjNPcmkAWF8nFBJ5Lv+XwuV0LoCEoIEffq7jCQQDGVKOOCNJkuCJuG14JVvhAiavyRzVCwtJNCNJ0+Gxk6KY0haWV1pduJ94dQw7FC+DoKXe8Lbq3+WlHGMIrbYVlBD1eO+Ag4Vm4nq5DBCB5uPhM2EMUG3ij9WkHHzWjtoPzL64i6hSK6gCpQ3x9K2SVWP5/P72TNXA/lUgvglXqcgOSLZIYTXtYeNKq+ama9HUU4DKqp1wDq0j20MdL3bRJQG0CjCQQUe8PEkL1MtSIglBkhAAbT9RxBJkNZbWXYfaj7uV6AvzoopoaO3ROWy+LT6hg44t4HcqBqKiHaF0jAL8IL+CHcLMLD58x5MuX+mcj37SAKWzEWwu2gStyJqUThyWRcLo3mXS32ezmhuddhNPdOrOZeRhVRg2Lhe4j/vxx7OuK96P2E053BotMKArpCfHv+D5lffPI7fj/5OZeWpqF9Kl0CkfBQskcQ94rmrpaWwcGQ3n4XYybivu21KSuFLxAJzcdy8IS5z1EQd+XyF5nM7c9h9oD4ixow4/bwhFHMZ5eew+wRKi8wl578JmZP2NtvM5nPPXcZs+fAqo+ZUU+Tu07whA+9F33/c5UYnnPkCJP5wgvk7TtL3tlx4hGSsh4WLzt3Kvo7T5GG4pWU7NjxyCOBL+fxNl7MevadNYGafvi397+XlZFYGXCfLb8Pti7Z4zdfEArnpm7bHKi5f2tCc5924cTLHt6a/8Yr+U9Pv7fl3956+kRW/gPeLTze8uU//vGb3zma+XDJBhi2cuWCJyLORGQ+9PamypUlR87/5HVoyYRU96tXQHWnJO/l5QNgq0Cqu16v0QyA6t59UK/v7+cPDAxIDU0CZ78GGvyPtXWMdBq6i4qG3JzGdoextVFaVGSu1xeYWhtAPDeMwR6NU3qpdVznchmNBgPsBd1da8rRlRK6u2PEIC0aMGs4zi6TAnR3pJSXlsnHJSPNqjGNxqypdnZ2OIyuqcfPhPIut9kGB+12jWZoSCQak3aYbJYqF15M5QnjCfU9CdR3XZ/C5hjs0HbSnXoOku1Bf6/nWFWqzs5cQA4AJ+B/RXDlwNvJNTV3qqSc2mrNkNms6YcpRfPgSKtxWC4vK6uouFWdHWGersFhkh4Uicwiq1PQYRy+Ga0dvbvWTvgINBzDYN94mSx7Fu9CYTnYb26xGyQNLllk0Lcd6VKopC1uZ2NDT2TQ8lWFxTlUr2k1lgX5+y5L80x6uzhXA19bOaVor7O01XAMuRR6PE+ZZ7UODKzEFL4jRCrTNSLNXorB8y4JaJy9eOE8rK6uvHywHX8FLFoOrbEB37qK0Vuk78LuCWsy1NB6knBXwmgao3X24GYJVc0qmqbqq+0a9n8ApLXn50dHb958/1fH20+eOnIgNnzGta8QbhJCZc9IV5FbZVL63Y48XkWFwWA2z15zbxg0DIw5Ah1pPB2j3+PxBGruQqHN4S43NKPbnCesvLx+zdGMqDW7wbnnKLbWd+j8eHd4yYGtv/jy6ufSf/oPgoZhCTQ1l+p27QM3hJe4gzknSHhtCHcBZiTu+NwWRNzxMTAJlKb0+PCn4U89jtkDQI8V/B7QgClz5pfie6eihqcRETjivgVk8iexBfWvxWUwl5Cs6QCqRqyy8Hz2G9i1ALzLnRcezmZHR5Nfjj6C1YmB0r03fJ08zCaIXM9KCDiDPQlZJM1dOaG5+zKGZXPOs7NStvoMKpsTwz4OfVOn4uEXLMiAoVbEelcAYP0kelvcE2giz7v46c8+A5sMqO7vX/koqOpe7o0xQbq2iGhyilR3KxG7LoWk9DFI+aBBrnahWDvROZUrNqZZJnJlulmt8qo0I5HmXi7qJ9LcQRXwBpqAHitoIPpBeBNlUESNWVTgk+SeLcuB/qljEynuXeq9ZGM66pyanj4ZtYL6pub5NGClglKuYxjVl0DXdoK5evJEzXQ68pAj+X5mAf8OYi1DAWsBo9wCOoc4VVgLENXCWkCh2HInVgJK0xhqLXGaNRw9a+Rmh1zLKAQRupfP4aqpjd/+sIjrYTFGymXM+FEo5QrQjFvoXTOVHFjEtbAoszdojA7SymbQ25EMbeBSt4elyoPwgifTeXum4ncrZdIgDvdkULM5EgobCqoeGxHjibtNUEvrmopz9gdKcacQ8VHf1HHsl1gCKh5+wCqBgaZB92gItwOktaPF3a8Ux6PP+fTZDOHOoUrcwdfQm8jPEWrN3Y3R3HXqNkw3CMqIGgU0c5ZyJ9fBtsREgNMdJd3VpXN80ty9kCW8+ouMj67+RRo4yORC2+lEUEEJ4t4xIBoZmdnbGML/EDMR9xP7pzzRvkDE/fBh3B5E3HecXI/Zw+Ohjk4UxP3UKSZzzx5yqSfY6d9jM/djbOnAMd+LfvaZksC6TkB8/I4dixaR7efAXN8+xNyWGWA1IbBx3yHmmYuPkXfIZDt2/OIX5O083pGXTyw9Da6yQHhd7iSzDI8XE7N0aUxAbSmaZ+86enLHjwMG4vGWbYl69kz+EwGv5i3ewt589B1/QT8+fm7qie37fuo7xKTmPt9Pc1+Wuub4tswJhR1BtjP1XEZW5jt7JuYCMtnu3VGHPj4TcwFxeaGsZM/Pd2V975u7NlZW7ozd/fM/Hnv9KnD2X/3q/atXPrp641e//KU/Z58gtMDWBwY0mt7e8nJ3bbdeY67p1dRLDQf15oGBlu6DXEGbwT3AN3cXN7IGB9NFII97nI2mBsnI6MH+lhYNh6u1KVy6EdZBK/zLrVLZbHK5y9XaajC4QcjVO5HuLgNjex7o7o3SWk0Robs7FHJkUVeWVpS5xo0OQZu1Fg6vdxaA4z1n+kGUnY2s8kjGzx1pVFlrwROuqeW0dRbmDudQS7gwMDoQifZIth/vsdla25tHu7rGxqRSpMAjAb+6up9jUKlUTc0joMI7HAwkxOeU3Z4SL9f1wCA2R3tuoakLBgcfO2js6F1biwvaGqFudq+xAS6Pq6xMJlMqZy+MkwGudsVLzY1OjkbT4ra3Deb29aBBZz9ktnLY0eSsHRK57YK94/IK5Ww0/waF3TlktjpbbVUzHlCmKAR3e/dga1lZ8FcWNlebu/VGXakwuN6uCa63KyzuFo7eX73yRYWuo95da5JTEftSVnN5ucNB9QdslzzlnQ68lWiDcq+mXmOgWlZwOgcGcsrw42pr6zUj2BOvUKhpbtNezB4A3e2pxY94SeqmDWIHHC/uplXP5lMOAQthyeILL2ZmfsVaO8KhH27Zszzkbv9KIFQmGQvNGqnWX3OH+21Cc/ffjDT3dKzmrjDQW+wWr/9l+uUbdAo+f2wskExHRjoG6wdMFu/DJ75yMTjdj2bG7ImtGoSqpHalH5+Kj9+05Q+/2fG9T3/uPwg8U13dGqv1PyWQVk0Q9y6oNifNNUK4qzAjcadudYqPgUHE/X42lu0TrVgpiDuKXvfvADqJF+K+j7Wle0VybPh6WBibzWTiiHtJQgrFesCKxNX4XBk0GE4o93Z1fWsiP9UXXpc75roh8R5XGXA6ZTMzhjTQyoTzzOiUFwO28sJ3szfHZQZ2UN2T8AZzdZQ/9/dq7o/6ae47E1axT0ED1mneD31To0/EHZ1Mk0GZBj9KOc5eE+P9C7LwJyD3ZknUFihZV4b/6/ySz65c+/CDd98F1X0p+GXwxB2Bz/cmy9RyDk4kyxRwpUROOofexWqCXpYoz71LrVarRHzQrpE62yDuIOJfzOldoDMqxe2EJb2XTheLkWSJgsSLiKGQ7o4eYkh3FxBJ7kh3V/uYcEvTjKxGDnLb94qsgn9LGDhzH2TJE51db76dKE+WxBiWWFiDAgGKzpk+7QG+E/6tgoUFFuuS2oiE+NttxVqV1geDONQmllZggMG9aTfevJsCbhOrXTKcdocUTyFE++RypRAEgz4ELm69IjgiZUbi8+SLClgK2UxB7BNQSKzwIejps7n8Lkkz2NY56hljTJAxnUNvCLoIgvT2luB6u0VshndGfRWS0gREcDLVqZZCDjPNW5yBg5hVTRNQROgIZQ6+WUTZzRVlVuDlcW8rVny0eoXERHNTXT2niMo0XwjFIyzsHmSZr8buCWE2EMbuidkfFzcT674DWJ14H6mUKoQ7hci0l/hFuGeJV3MPfD5A3BVWc6eKhdehThDkdTuL2k3Tiifv2eXgdD8WtyahBGKuRKJC0kNp8e//wNzxj08DB/EG1OhkoN0RxN2pLSzDPwZCuFtwx4n74ocPMZdiTelhYecWLmIeW7YJt+vYMSZz40bcD+jW504xd6ViYl3C5q6OYP5kS2D9JgHUICo1gTycUnb+OKQ4ysjPr5LUVczv/Yg0GUU4dGjRorNnyUuMu+ceYj53nmwlkq184njGth+StoetXHn8+LZt5Ltvz4olCw+vDlwHiJcteOqbmw89FNDlSbh8zpEd33krIAFHJtv/wLYHT6/yvU5C4X2P7ct6PiJm2fS0J16WMOd03JKoF6Y+hg2yb2157blDERGpE7MWoXD37hcSIx45n7jicjz863LsgfW7nkvJ3P/QYmFJz9n1bx3+/KNr74PqfuP9q1eBxVOq7r29Q1ArWVPD5w/wazn1ItDFwbTezanWVFd7OFKuytCtEbk5zoIuramJ3l3k0dNVIHvb2g1SUX1/t0pVWKgw2vZyueDv80ilhYXDw3l5CoVJax9zg0Kgamy1jIPKnKfLAUN2Z8F1T22/095VaGtAPAgkkLW6nj6jTSsokFo5/ZzrY6PNYpuvGVephIPzcnKMxkumrk77WG01h3OdbmjUFjosOVUzcMgN2fNKK5LWyquqkgGInjscubkd2q7O0VGDXSq1F3T3e9wcAvrriNzT6XYV7PRBR3ur2BeOjg7f3QX2MeKwbqsVBvG4rfpi2NI22sjtADm/jtHXkJOsy6taW1YhC5KaMkskJSvEhaPc69b+Wo6+gGvKNSp0ea6k7JsY2JVsK2y7Xuvm6LkmW45ubemGWeiwycmjo9Z+jQjygZLnzQt+QHYZY1TV7/YUiyXTlQs4RCo7GjVFTqkkeV6Q9+CydHjq61WMNOrXJCfTPZp6SwPVC4RKm8rKb7ONUwwhTFZoijgcqjKv0rICWKKxVeAvsquuq7yeRSF9lZXV1NjtZVgiVlGl6tW34ScLqJaUw8AW0laU1fdKC/BLBx0edz1+JtBj7R/qxu4JITjiL5c89Gp+1CsfZ3xnx46ZWPdt4v6Fp2NWLJMFWX0K4fbAU8rFLDfH0BxY75GXJ5V6PK0WfzaSrVSIC4qkXEWA5l6RZ5MWe9oUAdXeG5LE4qIiLjdQc09yCaQcjy3ZS9HjlYsTLjzw8vPnn1iw19BL1wYG1Mj2vP2HP3z5k/O7LvuphBs2vNQq6mWpQeEjiLs1lO561+OOE/dloGlTDfgqeyHz+QRyEAsAMW189DoKgnlqAY64b4zKpPLgI7fgeuxwu6IXMo9g4td3En1JsbkyKGplwQIycUeJN2+mkLqhApDLHeu+j45ms73dSX0hC89kZ8W9Rnr1CkiX941e9yI+4QDz/sAOqvA352wGzd2/7hZp7idImvsRKCBf5/Mx8MKXpTzHZvsm3qAU92ciUmO9VxCVrJ+YaLYXPv50Shbzo2u/+uUH79648tH2oKq7V3P3ytD1ol7Qte2gumsmUty1AivhcC9gtU4kuBfRO8USeZ9ABf72XsLfDp4UFsiH3lQZFIU9nSnj5mjVPROO6DTJIJcDg/Xy9dxCH91dCLkoudwCImylFzLcsW5tpUwhucQqmOiaquHYuYPq6bCaWSMNhPG9YhMo7Yb0YuDb6DT9AdKsl8FPwA7x8L7ogPgaH6B1Cl8Uibphaxe8sA7mCfjKw1vGWsZLLC4RnlMj0nMHcSsUMyGPYSLWUarpWmz+CBYMBp3eC2soDsnM8rxSvhfeYQtHRRVsPvVCGQpeN0y5P/FAhtIWjjbYiaLepLVBun5ny9QcEclO6rOfUYcWjCj2Qmw9NEWhU0XjoPfnocq/l8tRXhv+S+pKS4dWsfgDkSWdIhjeJddQmvmbRR6KWPgeTr/Iid0TQnDEE1r7mZk49x3BDvbFuTi7aQh3DpFpNhCu7eSfGKS5D6oDHzOuoJp74N0rTEvDa+6F0Pgi12epcktMJvPx+QvSuqDTMXmq7frr3379+rFDUx3TJ4AaOBA9mAni7ii76R+/EL5m3CJx37qVirgrZe9QDvjax1nMNzcGZJN7sW4dk3mBsFUH4tVd25hPbsUdlLD/R8yMrTg7fdiuXUzmGiKPPBAx3/wu8/RccuFqvGzL8ZObD+F+xV97jcnctYvsZY9Xno7L2Pz0ZTKlf3j+y0vfTA2QyhGefhrrchceSczYcX5OYNpNZcm5uOcfeWqZvxtog+zbD+zanBWYLLlyJaG5z/GdSyPNfRdJc1/22IW45yP2TS99CCt3r8jPz8o6cmRyS0nJgourIw4fPXcWXUNiIn969SOr89cvW6nc9J/H1j/6yS+uXruBVPcb165duYpX3QcgUAZ44IB5qIXfAiV4tZxaj6aohW+l2w16kbu63lPc2ciV9nuq3f36tk6Tllvg6fdwxtIFLItD26V3Vnv0B5tHW1tzchwOu90N+jWo8Oq+5HGd0Qi6u7MWRGhVo9qSBiEqVXk5DTZTl/0gh9PfTTd05Cp6lNlgDowvc4EkP+xQNzXR6dVua7fd3tGhUPguBW7YUFGxdq0uuY9hc7C0nQVSJ8fNsV6nq0ZN7TZFTtUsn2JK5bx5ZWVrATrdOKjwDQ1Ih5fYWlHoTK5J28Tt7GoipPROu5Rg5mN2e4Ev7GNeiZ3uVdw7O7lclukSHNzqUMBQOTlpMGwV/IGkefPmzVTDOUu4ko1i06iKrofrdt1uaGLZjDnJeWsrgknVJJSWKSwdKjoH4oYNJttwsrxiZhYOQGo7LCV4urSKnJmzx3SWwjEOlD8U9uj8zZuByEvmSgdqOrU9ecHeRV5ho9vt7GJUUZ9oVRXyke9lCCkNBn0maU1xh4JywaNU6hzQKChDK5FRRvsSVSKLAmoF7FS/oZcu0WhGI/7vKgo5NIECP7kZp1sHivHXr2F4iDZqwk1jhEpur0eKN8b31RTpC7B7QqCCctmKI/vXpRBa+6KZOPcdwJtLzqXuDL+JxbMQbgE8ZdlwK2R7pZM196ambndHof+tPK25+38wXs3dHqC585RKsbimRqv12wpYm1dQ3+00Tq0QLy957IlHj76879NGp9luCYxplf2n7t13f/vJ0ZSzfs1g5s3rNNRqwKBDEPdQU4a7H7dI3FFSOp64B4uBSY2IowqGR6p2zISt2h8/gFasKdjs2T0xTwVbEUjEJrkjYzpewH87+jg+VwaF1EQF+Me9WBXxIHNrLPkQ5HLHGuZRi1hcRM1DMRnYk0yN+Al7XULgu5XN2QodVElmeaS5R6HYdR8oiXAaf809Pvwx6Jka4bf0QaTM+76zTbGrIyCUZqqn68Y5R9kZ0HIPDRQe++LhjM+Q1v7Bux9eu7L9i/dvfIAh7t7clgGg7C2EMV0/kSxzPb2TaHRawzeAeqwiOpS6QeR1sNrAXF3O9wguyZPFhYS/vSZdhdbtJlNlROBuH4dekUh3VxESuZvTpO6TexlanqSQSweDNcqTaRIP+1j8IiElxUQMCIk3qBGrHMuWqtIskHTjTb1ByrFKUChWUMqps0KFvIfwuUvEuVPKepO/sk7GtAhvkQzDwT1Bk1FuC3mMVpaKSL+HEBhI4bHMNgbGF2XyvWop8YnaBcaAxrVBgNR29JmqKbJR/JGjhq8A38mi9ItPvZDhhu8bVeDKJJCwJUq/FMyHj0Quah85goTLIUUm+8IFHVVr8d81BK9aRvX9soB+R+lwFwhotDQiX4kMlCnDovja9nA8fDt2D5QaDGGEQYRIGWj/6XWYPd6QGsp3GQIWsoTUxCfh5+brwtGUZX6JYyF8NdggY8Dt5SFr7mp1C2Yxa1JzD9Rg0KMJs9SWlkajpacHbg0La+QU8cU+K8QrE9bEvfL4T/9NxwbUxPb+6fPP2RkLAsIzTIIBGryYIO6zfoCH8D/DLRL3AweCE/cfY1zkXuL+3nqctyTsgQeYzP37cUx747kI5pInMXEvYd8+AO1O8e6WH/yAyfzmk7i61blPRDC/+QLOGL/nyaPMbQcwsfUy2fHjDz64B/P7nXpkCawGkPk2crmfiHiUtB1Cv+LiTp26fDnw6iwveSfu420XSOJ9bOoL7Lh1gQWq8St3Zx767nf9J81Ic89fve27L6b6FvIKhbEkzZ0n3PnYuUOZEX/0WRNQxsbGxGRl5edfvuw9TaUyIWFVYsS2fae9J75z5dupq6IOPZ9/ZCMkl5Tc99qLj/72c6S6A3f/8No1SJj5MFB1R9kyXq/7AF9UX2Tm881FteDWhgwZTa2eLnVaOZCP4oT6yjaps6i+X1/QxoKcdCtHU68vbhS0t9vEBkM/x8Ox2wuhmVBDg1Y7Bu52vZ7baDOOV40nS2wdTXQOB3T3gsZ2RZVSVrE2LznH6NAa7HCY9bp91GRREJIlTznPJU/uYShMLJWqu9vj0euRhV6iSPKzGGYrk8D1ntYD2ntuR1Ojyk63ejhWJ93eKChstyiS80DEv0kIs0GIB0DQDRLjCeQRinwQTL1ybUUFOlh5e7E0ZEQq85ItoLQbYC7lruZAjas219IAzWBdpTfjakfoUYx0SPWw+DHWqLU16KrmzWoAoVdt12i0WkjdmbESqrTKNgpLLtY2C2PtDD8rFssYZ0hjcriCDtpQ2FbklnboyoLp7XQ6n18ojqTU29MsjUUcaWsZ1awqWzzSyxeYqHqmViVLi6zOBgpjf5Kiube/GW9PgbvTA/Z8qsQ2k1U0JMauAgjLJDUaO0m186KdNUCzMXCHre2R0pzNuIUDGJA2pKLsLhVCAMITthyZvy7l+Z+cOr5o+0x8+47g/oWP7l+xe/a5UCHcBjaUMhzWg3S7Yth/u8tl0vYXUWnudRjNnU7S3OGm12rN5sLAPk9haYxijVQ1HVATL4t9+MKjq4/95k9/rW9MDrBUbkhq//cHH/z+98eOrVrl67sZT7MOdUx1Tg3hbsd/2bv2qCbPO3xIDvkjBDghnyXcEpOYi4AHE5EABSFETYhEUcAbkQ5iBC9xRBm6RMVV0QqKFjRmQUBtGxtJUfDCUpy2a2UW165uO3bYua7O3beu29j97Gy/NwmSy/sFuk03N55ztlPzJS9vvi/58nuf3/M+zz9ZuCPmOFzhjlORewt3EucWbxQrrnDfCFGseCX50thEsuxUNL8z6bjCHQ13xmN2Gow8cl8Z5HnzPIazIB/snYSEhJWYxz1i/iSfS7o/doCK/HwIeb8h6TyYwITGPy2AyFPQ3Qc/vGzWBdqKmMC37TWED+TcuVEb444zXgp8s7GxDEZysv/cUB8gO73QZ0UgjYqZ9V3a5VnXPNd2fey3v/VnpHCPANr9/oe0X9y/973vBRbuE7gKEY9IsV0PMhmohuARN0VPmH3ZqVqlFigGr8KdD0z7uK+MwZOaqkYkOYeDaEs+X+ZRtzewCvirYDnhIXo99Lia1c4f8zEXqRkujsrji1JCCfZFYQqaOBxvoiuPRxBWzzA4KKgtMCuhpxsQAUroUaJd2ULt++zC7/9OSEV91AJg2r1vz00h6K5/VjQv8dnpm2S1JPmfOOR62XY2e2q+Y6kZyNakhDI4eT8AkVtqnoSEjB6HAD5xuJBCP3j59nADSZRC+PiSdwBE9OGIE0rSP5JGZUH3icwiHzne9JLZv6DUVBYLf8zrKYN/Ya64CRPx6AMi3QzYt4uCWCn04FwYBO+A7Zgj08BhaexbsxY+Qa4dqdsPYvZnTePxYK2omWJjbwnd3Yncqcg4dyWGcxfiOHcU3UAQwY9KRXpwgwoUy+99JuurZ//42whhSGq1Z9vN7//C+GpcnP9uO+Qsc2C6cH9q8JgK9yPP4/wb3/j0DIjS38Ecibx1i0ZbuRInR8l84zhtfnZoQil81pa+Q5t37hDmSOTSpTTauRycf82dzCW0HOxwe955mfbF1kcyb38cPkyjXYkNXYssKL9dfeOl5zCS0apDZ3ZfrsIkPb33Ho1WXByqCYp968zOhZeCOwHcDVVfOl6ddSW44SCqupaQcPx4eZCI5vnCT7Nfyn6ryv9GHZ9StPrw/OiVt8r9LknKhqqYk8eyP53jN/DSpefPJyd/+mlh5njpXv7Ce8vOZC9ZPGcjujDclLzCg8tuLjkEpHt55IalL7x+8NJrv7v/yccPwNb943v374PB+0c4yQwq3CEqlb3Zw7nz9jeAScyWki09rF6dzYb05L0Uj9bbtr+ho0xmdw5rnWU698Co0OHo7rZ2tjl1uoYGvX5wkM9H1uuE3MTSdejttQWS/srKIYP1Okc+yrJ1yOzagqZmMVNaU5dPNbqua+XCXlOvTU8MXm+UlHoLPm6XOL/ZYOjsdDiEwt5eGwyjHWxpzO+rYAYW8DNS68CTRmJoco1onXKVWThq67UJzeCa3q3pFEj6Mkr/TQaMTxZdpfnNLZbawQN2kNnbkMbeqS1wCST9Y3Wpn3lNUqdosXCcwo5ek15ee904NFY3tSG4ijQNXSjcv1+lsljqJi32ucwxAd2s298hp3v2LYQBk1lQ0AtuPp0tpTXkPQouM99CgJvRcH+YzatMplwOfLtGTDrQKkV7b4PaCdkBeMSXwr5N9w8qSd+gxsGLqG0iawxIZLp6fR9JWT80tG5dO0m5vEohrzepcFU2cHmG6xE9GhIXd0K4uX4M+3abW2wRMgvOikbaZ43gtZOsBKbhhzsb5xwsvvnpqegb53Y/Xr92f+TkFJ9/oXyabn9i4FZIjKNlHebmILq8q67d4e4ZsQQSD9Iao0YI7u+GoNzlmn6XzdThUAT9yNTVORw9PY2NgfK+tVzBiEkt1/r/xTtFV14+9K2ffPRLmTJoaG7qWNko+4+XLp08uWLFRAGxlttZa58u3J8aPKbCHWdv7vVKJxlw9myysFNkvZ6AsVxB2EuWnYqiWHczcEp2adQhWjU28FRE7iuDJP3bYnC8xZcSwF0S016Y+czX8fQ9EsynY3oBd8CiBucwXz67lXZjVuhy4nPJyQzGhPn6OIrj1pBy7oGnIxM8eeYn3vJ/KCkJDfqOnxtP3syVya+A0n38peUzi6NzGCtjvPsUlsYuW/Pqb2Brqpd13wms+10s634V2HakdZ9g3RHVi/xbCBAJe9TkyIzFl5xaQDV6fGW8uakKQYtMhgZhsZCbe6nYqrSBZQiSylsFiMGoEQuUeg/v7pZp+fk+9kIq7le2eXzc61kUjibQR0Mk4vMJwpvqirJTmwRiUiFzKbVJOUiYPUMhU3iUTzoiMHzWMNH/DlSCdf0wYfNsNahn62AbcBOpxHpS5FPbPLb6Jbx2sPeZikzdi1yqAG03YLPpdLJA0YCniyQQ23mRLQsRbIZAJEIfFR1FEda9PVfUBJ+6Sfh2xGmjsELymgfR0CUYtmwc3AwDOMqEkX8fgMvQSBoUawR5vIOsw4OoN7JeBZqXkBO8K82LVL6W3KhGCF0xfNtFouyNkGOdgmZQCyK20PFGkdPwR+bs83EnGU+uZPciOnojpr07jceJGkIFCUYknHvwlwhx7igHIvg2oADO3UQN2T2DvvgcZP8SAG8Qa2Drb33srC984ZOf1B8I2cWDoiU2W63gLZfsX0DkU+FeNV24PyX4Fwr3NWtwR0CunrOLpHDfeOkQ2YBz5pAV7hv2HKLtrsYnOhUmvLozegFuS2tkTs7ynVXlofcsbsrbOa/sProgtGJYu2dO9a6E13COC2+8Ablzh3D9gFuHt++8FBu4IRRhwTdOL381HRO2tGdPdnZCwt5HrPY4pBu2Ldy05tsebtsfovK3sr92Y2Vm8CJkw+rVDEZra7DMNbNqydeOndpa7v8mxjn3RH/OHUj75xannz150O/Mbtjw+usnT5489dbs8VE37Kl6/eZr0SdXHCySohlv2PP8nPM3V546XPwiDCZd+vzqxJvH7wPrfvfu3QcffXwPnN0//jhUMgMhqcC2I0f3HrdavbmkpKTHZDL1qPcD226zUcpM8B9gUg6Zo2C5zjIJ9Y7hQa3jgKmX1avXt7d3dl6/Lpf39HR0OBzXlUajwaCpNZc1uHWjhLPAMlQ5zrubbbYOs4d3VzCZ0tTKfENTp8YhH9U1sMx6J8fS0jfG9Nwgudy6uv5+o7HgOvi3m3t7O0ZVwLxbGptDmHe4MKniyoz+IYPR1VkLc7LrKR1llNEys4o4MEgv6BQImpsVUzY//M+gtLS5ualxROMgVOaOjlEg2g84umstjYah/DFx6meW7aMBjY3adjNcrNHR9toWY35l4F4BcjA9bPvoAPgDWSxjY5NLb7v6LBwVfCYcFknlJE2O0lIOh8dTqYyScIFXXKZBa+6xqbrD8+1a7bp1g4M1pHy7tGZEtb9eZekjscaOZ646oKpXtxiwRwFpzZQTZap8kvOW2kyvb9AXkJ0fu72+fmwMf8xQy4pwGvEVuKJNH6Ebw/YAmEzWCbL4pab2hghnH+7YqpbuiAbLtO0zOVKkeVWzDx65+drJy/O/uPPZySrtfysOHZozZ9GGqX0zp/HvArPfoNJ3CC1BLupddd1tJpZjUBzwE4M4d5W6jNMYtHdHKlGqe1Tdvk7xI9TVlZU1NAiaA+8L0prOdt0JZ0AC84alVTGXfvLTT359wBU4RGRKvkHdMzr6zju3b6enj6e3wHojdVrj/vTgXyjcaTTcEa/VCr5wRzR0WAofV7iHs6nZSJ6dGh09j/YiNorVawWDk9OT+sokJdFoN5Jxs9uaeJa22EdA+yMlag6jGq9yRwY6OI95ZJ+D87upisvGePHER0UhSXqoKfyl9HOMmJmBb8LLuQfb0yyKWUHbHfelgMdgdnOD/HhiHiWnelEUs5KRE13sGywvpnXNq3M/fHA3Amj3e/d2/uKDD+/CfwcX7l5nGcS2u8HPHSmiZZ7AUzaPQjg5FA/XXkavVbZ7FO4lhJYq8eWm1svAv10sViq9bu56wkDNBea4m4NejozhGz0b6hHvTngk6Yh3H3eUQT7u12VIQL+OXUI4BZJACrNLjLJTEWuM7GkIjguYd/KaryKjn2+lD1N0Hlt4GJJlkoEvDp+P/OX/m5GRwee3c8rALx0BQkKIAr43efafRAac/gboV1xFl+MzDTTDw7avA45JORW2HTn0O8EnyC1zkTLbE0/NQB8RoPHDPgtZr5eAYjucOU28SIQ2QoS7rjVi5HGjJbXQWSuq9DjKkC42JPyGCIJOprNBCncW+RxRairZ+QMZEHjK4F0kK+G70IGn8UUiHmlELBpyGPtWu5RtESzBpK2Q/2OkRBXGLIu7zHgSto/BCHUensaTANrccjV054dE0MN2s6hB7cAuyF4u4WmDXKC8BjWU0MQFZCcV6pjVLBiNsBGBPo4pUa9nfetHn/zWGfRcWG6zGtD9A20s9P+IdE4X7k8Nnmjh/vy3D9OqVwZlfnqBSuM1a3DalsjI9yEzKbEcV2k/n36M9s03sMbwhw/PpZ1fjfttu/L+dlrrc8Ge6QgvLMymbcfZVW7Y8LWvvVpdtCCUu0jauGT52fRQL/n4lOdfi8ar3K9dW7789qzQt5NU9G71seMvephtfyzdeqn68wufCe4EpKQUF1dXb9sW9OzIjS+emX9m5RvloTr3l4I495S8vYtvb88+f9B/6Kqqm4uzj10qXvCICkwqOros7uTXW2dneue8J2/rwZc/fS39/StV8EJR3sbVp+OyvP4yd+9+BL7u9+9/DAy8f+G+bl19/UUwmakHjTu7fvNmnrsH9s8hun2At79noLdXN6qyoX9ThHqiDaQcPQ1Cld3e3a1tt9kgZBXU7kplS4vHVaZnVMhpb2yUGASN2jYh/JtidrRbBX1iRWW/wVp7oMxm6u0Q2jkFjcC753KZdZVDEldBGzE6Cn9FaCcKCiSScdNwplRcl99vbKytJeRlo6beHwDzzhnsbBzqE9eE1oncmtS6urE+icHY2NmpbZfL5foyYVlZR4dQSBBOp0ZjtRgFfX2Viv8Gigt8YyolksZGjYYgzMCzd3Qg0/h2bWen0TDUX1mXShLXOQlKSxsb29vNZl2vUOhsczUO9ZdOeaCKZmO7E7HtjjajobJycrZdWiPQ2EdNPLPWMlQ3WeijQGA2b96s1Y6NhavwZ5QatWUnbA7rGKlHI5y7VK32xAmHI5VURcRlNg4PrDMPkju4d7lG6jcT7VISBVEKs62sZ7OlmSwjACncVc0kPQGF4sSJ0VGy8zcItk0WkouS73ar9fgXjo2pI+xO/Hw0o+p6OvatltbCAkPSjzkyDYi/qLpy/u1Dx7OT57+688uTFNn/biQkLFv2AubnZxqPH7lj/Y4DPSaLhRnw9V/V1alhqe3auiDOvdlyoIEitwRy7tyaJvr+Bjk9eDNVfr7NpuswBHHuNV3X5bYeusS/Kxaf8rmt53+Vff/X3w52sRB11rLZIyNFRStWREefPz/+W983Xbg/NXiihTsyXiexgYmKQgOuxx2KfDl5F+1IgCvKOJBOmyQ79ZlndtFexhrDI5L8UOJn9JVJT19OewOjFpRGLWa8mYAjNtaTqdyTkhiQSoqj7/GC+ZSotxIuMLJCOwFeuXzwo6Kor4MsPWZm4O5gxLnPx3DuiYxX0m9HBZymKzEoNdXf+DdvZmtyTsKRR9c0JerarMugvI/xzak8cdbcr/7uPirWEev+ox998MFHH/kX7uOo93DbKAHUQ42DswyyXUcG4gd8Hu4sol1gAXkfkqbb+C1UA6EHtTvy+gaGlkolCKTOVvNqlZUgDm4WtIMRNljQQAzrkEdkjRxlhBgn9xoYVA4GNYjAlymVwc7alRl8JSHjeWanZsk5aB0QTrO9VpRKlShHOE6KbTwcls2mUOzEoMd4fVJu+PEj3jNDJYeDvFsQ1DyhrJsuoaaGlX9PiowMJEdBPRQ90TiFsFN/pPLp0KsAtn2qido14m74oLB5w1NxvKHT0UWYrPmRmkEHvj2c9To6dwrEt4fzu2GKtLCrQhtmXnUgJA3jKAPZrtCFGiK9GF6FO8n5pVJx5hLjcMLAZCe4mV3CcuAPoZBYDkm3AtYCbPwG1FI6AVJcvKD+/x3SqNiYVoiZ/s8gUMA8jScLKf86cO5EcFesEsTooZw7Pn95nHPHBLFexXDunn0oyuAnz/z5kp2/+/HPgx7lZkhQnInHSe6r6Y9M/mHI6cL9KcFjKtwXx/in+4wjafXLZIV7SgoaMDMF90OGBlyxN1RHDgOuOETLOYrduBoDaURfn4Xzttl4DXk44spzpB1JWPEe5gj4zDOwBD43ZdnlBMbb60MJ9D1zts1LiCsOeRzWKFlZ889tLQqV8VyZlTyvdXXwG41PKXz70Lxvhq4BFi1auDAnZ2+Q40xKyjvns8+9uyM2YAXATak6fxis5W8t8p+pqKhqx+FN2edvpfg994WiSzuiL79cnLdo/ME9i14/f/vUa3FH56xPQQt9bkrmnMSbt1ceXnarCK0ENhS++PL76Wc+uffRg+99D6WpgsVMCOuOsA4c3RHU4N+uLlFvaWC5eT3gMeN2szzBQzZwebfJ9eAwIwMj2wGV3gngtKlUbrdQqNWiBNJurV414B4Vtg1bm4wCgUADeasUXQfFPqyxCvIrS/skLQXdTr1Op0Pm5NebBGkKMBZnKjIESNF+AP0VoXB4GPHuCsU4a1GTmpEvaFJqOE6ZEEEldwzXFvAF1DQSs5VcZinY00gMLksB5CoRhEqFXiZTjVL0cgLKdzrd6nK5UNxpJZixV+T+S8XyVMGdAT72+c1UCcxqRNtOEDAjmUpFoRCEVjtS0Ng0RK0rlf6Tc+EiAr+gwOlEZ1Aur9UYBWOPzt9kiM9NpRoK6Cqh26SSF1jTprCxd21uJVU5POrupTgLJJN4t8fPWOVyQS7uFjq9NGyJPyPVCOs6m7wzLYzJe26Nkl5SolKlhSnu85vMJb3CYF3qBJgKga7X/YN8nBGLBxKB6aKQGCO5GBVpGnaP8DqZI35BAfmyYpVCf1Enxy9fZihaLvLIzCBdrs0RIy78UoFTst8NfXQM0B463dPpsPQYsSEqs3B2TPGKuIVnc6rDltePC/v2HT26CKshncaTADetn7DrdEplYIhDTaqSY4K9/OKAL/7a3H6lnCfkGFMDCoxcsbKdZ+LQU4N07gKBzW1WVaYG3jvq8p2sDqFLEXhLWrT3rz/O/umPjz4XwPvFp1aCUtWdn79+/bJlp049A7/1iJOE28104f6U4DEV7vio0zDG68gGBu+VHhl5Pj0BxN84bUs5eXZqbOwaEid3ZFPzNYy6JayvDPk6AEWxxsWG9gq45Cp31A3AmdRkxmaBmjy0gbCHbF4xMcj9PvhRL+cebAqfErUaw7mnzIRZJmcFcu4vzDyTfC5hq59Q3uvhfmbW3kergUUz34NU1zMx3tlyo/7+zNfn/uZDD+se8f2PPvoRAMe6l4BEBkmt3ZRejxEMm6eDGh0Fd/YQbRApaoL/giRGvgXuWcjBXc3pzsjn873W6wSo3VMhM9XfVUYqGuJzZIj2hjR8JdWjhE7NMPqc3HkyB9/wSNPLzWima1kDaCgej8MRhDDGdcC8txM6yABFND64m08tN5VK5fPpdJls1KciR0ArkWEo4JugeA8nnP83IlesoBqUI3Qt9AG8HjjgxEMQdDqVKvrXeHaAxwHfu82AIELPXHhwRZV0J7Dt9SzzVNl2pshIZ3nCdSffQMAV96HGAoUymWweyUlh/lh/lHEgvr0hPN/uFX2H0lsTqBHUQm+HhNtGqOWoI7R8suXDJAp3goiIIItjzQCxK9nMumBWPWTW8HQ6O6KJpFlEwPc1eIubF2OwJ4WCPfL/jDtJzyW+Cz+D/zmE/ipM48kC/NJR1kLwLQkZwJBz7oErYNIgVgfEmYQmLqCbEkcQvIj++5/++MMPvnkoaCegVKmMiFAqEY0YHT3/C1vHdwNOF+5PCcIV7m/ArkiSsnj9enR3wB2BOnthQpjCfXfybcwRwLlzNFpsJq7CiTmcQ4s7igs7XQQU/hocq41meIF2YxPOyT1q0W1GQg7Orz1l0euMV3Pe9aefx1FUdG5e9Cmc/qcqJpsWvSw0ICo+ZWPWMUZ0Eab1MGfO5+e9FhdqUrNg/fubNm26FULfSxfF7juWs7AwRLFYVLRp0759mUFnLSXlreLtjEPFGwP6F9yUIgznvnZR5o7DyceWbfOnZxYsOnj+5NnbN68Vjtfz8OI5y+IWnppV/KJvdqJFG2OOrFy58v2YrYv2wJtdtHf2yyvSsz659+DB979/93sfg9b9HuDu3UBjdzCW8XHuavCWQf/Pcw8Az85yN4DCfVRYhlh34GVVcjlhV5ndDboOp3N4mMNxOlksyEwlajWd1gJlO2wRNbFk8m5No8AgMTbVDsuFOpZNCGFOTRBwWpomaSqgO+VQPCO/mFpXU/7YDCkQDV1UidWq1apUQMgDb9xNb2lqzq95lF1ZAcy7RGAp6B62q8ooZUKzyu7UajpdRmpf8PZ+f5SWpqVRqU1NLa5aulbrIOTyMorK9z89OF5ytIN0mDdw8E0CxMLnK+qAh+9KJRM4TwnSVBTFCn+XKhEYXRarkt493EbYhWa5Ht60CroVbcD7WwUCKrW0lCy8cwrIlab1CYyaWhjWw7VD3qxgolcxObgzFAILnQPXtYPgWBunwrajUFELxEP1sg7AwmcymQxX0adt27JFKHS5wr/NrrRO2AZN4bQowlxLD98O1jTh+HYF1QGfWGU+6TC5Y4TwotpFukapSTXrera0pJFt6+0nOi6aJXjXmPgZM1iQODyDhOwXwHKnPUDqOoFKjSNiQBC4g+0R5PKrEc2luPVdTak+ooMkZ6pPN3BRiD3y/4k9i4oK3zq6bMXNuLPn5k5SXD8mfJnxZlxccB92Gk8a3NIxxHQolYE7ZSqAc7e5nfS+VH/uY5xzt2A494ZQzt3oaihxcBRBnHuGQFVSRhiCesSLBH/98c8+2bciMdOfXMzNh+0uQmFqakpKTMyh9MU3txZ6qp7pwv0pQbjCfeYzC8kKdy9Bjj+CKGjywn0enoT2RorizFa8divpz+DuRFHhKPwvkDi5Iy35XNoy7BGvrwzWX3I74/MJuOEWgAH7uWjcWSJVuUdFkQ2Gzt3bGPoeDTU/EeM+jyxqZock491JOsOYn7w6SC5PxrlvTf4uIydQELkh6jaI+lsT/Z+aGXsI4mBn+c0uL+Ym41z02zO9axNu1PpndiDW3WsH+eDBBx/s3HnvXmgkE2LdPVJ1lo3iZl/0OMvYPVx7Cfi5awkzqNov8iiQour1lblIoQgEGRkE2Hh49e1d4OY+6HOVkXOM4KDh9XIf95TJ94iDKzIM9AOs/fDYCYoeElQfURHIxV0mQ4NFRJTJNCCXDy5XasQS/nhu6kW2G2ZlDUmgI4FU1Ew1CEbo7RwzxeTxS/cCDUMB9Q5i4TsFBqi3m0MdAz4LYI0Bg7hguHZCD2Wxj2MHVttEEdJr+S3/Hqf5taJVfKtnowEE2CKufbIXBEMqFhCj8PITFCLUlpgMEr4Qrq6NCGvs6ANTYEHbIBB9FB79MCiE8IbtoXj59s3h+XZUHAdbOPhjrQgkpOwB8pjdygw1tGTIz0Y4hTtXLEbNBewxQAF0n0ZINmigPMZesk8dC9pYeBYfGcOrSBoffUAJmrFH/j+RNzMmMQv6nfNhX9Z/CM8mPIzFBY1P4wmDi7KXWayMIL1cXYYZAk34Qb5PXs5djuHcG0I5d9ghA5kLoaHOnr0oIfc3Sdkf7v2ZcTl4LyCKvPDOLXFiP+B04f6U4DEU7ld2fJekcN+wfjV5YtKpUzTae9dwve7Yo8do+w7jwk5TYMB550hWAtnn5s7b6NFuBQOJeVozcbbsRadeoj0sxPjKREYuvFzNwHUERFGt586dK44K/ZUmVbmnpLSufJPxzt7QlxSuPjMvC6O/j9p79Nz2hW8Dtx2Ea9fWrImLeyHobW6IOr8j+tzh80UBnDt4y/g4d/9h1i7KO3/k3I0dO9b7rRdSUl5fvSQrK+v0tTuPhliwfnVx3KklcdvmZHqU7vAGi15ftmPlpzcvXXsDuhTxKVF7X3x7R/ZP7ntY9+9976OPQOoOrDv6l3/hPs66bwbGHbxlwGHGjTh3D+/u0boLhWC5OIBYd8S7g1jYLZdrtcPDiCpH+vZ2rYVvtY5oDshtkL6qd9ZajZIhaqOV7pSBtr1M5YTSmKoQpyqoAuvIsEM4qrMJVcPtVkt+H/Dukbm5aWlNTchupQPE8WUglx8pEEjGFBPVDnNGXZpE0GLVQGqqDLoAFIoZhDzgGiOQpFWGJ8q5uV2lCgUIzSWNLqu1FurqNuDckQReD2J8oUovl1GEcjs8dsDJgaMIGuDiH6EJiWuCIAAyfxydBWhQKNedDjQwpQzYdTPw7Cqh2TOkxmp1NVL7YZ5heOWpgJsqphqsSm27ygwnoIxweLn2yV7mjxmKZtfIMGg9dWXD3S5B6RRkR6DSLm0pIFS9bjNRIAjUgmKQW9Fkkat4DU5n/iQ7JBXUbhUyqBGEi4j18e1EOL69Lk1LcZdoBeSdgFXWdtCSt5Pz/wUgS2krIFOGl1IH2W6ZkkThLm1qQp6X2GPw6dO6gcqfgX+phGJil+E/vrm5JSW8LfgZ5TdRIggrWE5g0FyidpNuk/2/woJFsXPeS1yxY3Hc2ZwLr3we+PbljJ2T1NiPATs3ZRef97+VT+M/hfhUcKdisTicYM6dr7Hx7BwJhnPvwHDu9FDOnZtrUQ7wHBzxo16xFxKlkKfiGHIDqwGFlfPLn33yk7gvzQlw5HC5Ll6k09FNqnBva9yShbdWQy99unB/SvAYCncvQY7f0b4XXrUPewR8W8jSSTfOPkkiSg874EpSJ3fEa6/Eiua9vjK4XNXIL4HB+Xsh3DZCcfQ52g6MMXwYlfs7IJkPdEv3gtykpij6ISPax20HAIWdzgl5mxB5GoZzDxwmPioTOHdGME1zK3E+LStuY9TEXQAp3S/TLs+69mhYqNVnnaF9Me6Ib+8LN2nmuwtpO//sY93v3v3ww1/sBOV7SCTTZh/rXsKiyHRgA4P8ZAhgZuuBa++FshQpopHCXUs1cA4gcpzHo9PFYr5P347c3GeAq4xThpTsalabsg+42XFPGbCpIQYFXqIjV9yn1Hp493Usm9Lq76tNpWo5vZ7h1HAfdXliWAORK8oQWOkExe2Z8wmWjRjmGz8rUa6AyrtFqYE3RUABrHtEjU/ghGdnrg8yma+c94NdhhYPXgx4ztsE6nkDlDJw5alVWv5VEj8QzAwJvc175uCnQ/vPWIeAqBrOHbq2dPGUinaENKoQtkG4KQVTyHSNF9XJyuDKjgbTWqFANLmapSE1XkcY59vD6vAlfBsMFK7zgITfYc3NhfCpI89MpdJVEb2kMbEVyMiZzDxHKrLDmSN7qRG+dCRJriIRSpzFn3DkV8Eh2RdAhQ/vMPbI/xtemHlp1sOEakZO8nxoTL4KRXs1NHafOHbHvY/vGE/jPwCxGCUuBN+cpCJIHAFqPJRz34/h3OGWRMa5NwfdQ5DZlZpND4q84IokvM2//NnunMAAdpQNPa7B/0bsfMapdFjuTRfuTwkmK9wvfOko9pincF+6FMdno8L9TCvObtFbZ0f7+Nog3L5Nox05jbvnZL6RRcvBilHgE1e9m3ZsD87jPfLwkrkk2pvZL3+Tdhwvmj/dSks4gtO/Rx79djXt0jbcX1o96yxt5bXQdUC8tPDY9uozeRhNTGHV/N3pr30uxEQnRZp4fH71+0WhZpHllw4xtp/GtB3A74ZRfHpB0FALyhNXvjR/RVCeE1da9fLt7UuK3yoPaDdIF7z8/vbtK1bkBRT0e7e2pu87tW31+j3jVzlFWnXl7VPHF654q2qpr1CXvnDlSHrWkq/fmv0C2k8Qv6D8vfNL0n/yE+Qpg1h3pHVHDjMP7k5IZpCrO0SpboYo1fqS/Q0mNw8cZtQNNpvNBEp3N68BBNr6jo5eyFMtM2u1Bw4gH/KeHpXq+nWNxuGQyQYg9w1Yd6OxpbPWYR/tHWgos9M7Dc39/YbGkXZC1sHSjeo5tY2C5rTUmppSiXGwXS/sNbFMduJ6gUEyNlbhuWUqFODgPgja7Q6dbtR8gFPggmOVXRUTH08usyuDKrCAc41cVtZrG6UIzQ5nrcbVJBnK76sTV4Q3O/EhVQEMPNjOC2AgjaZ2cBhWKIRd77GvEY52QJ9Bh1oLepm3MDebkZVOIPTmUc8x1IMwl+lYuo5ReK1ZBg42hLN9UDPSaQGpP1WhmBqnHR5caU1dZbOkkV8LDQ5bR69NL2/XNhoVn2lNwJWWjg0ZOzl6k6m3zAHXqmZK56omtV9yXWvjUUbbNJIgg4RQMLsqLQUm00DvoCa8m8xa7tgQ4tvlWkNNmG213Iomq7qnw9wcZo0irah1mE7oteRPkVYaG1gDqgySYFOg7CtN6gGWhMz/ntuk19WbJSRCJ26X2VxfT9b4qOyTRVAceBEPt8KyeUtHG/YYfBciIlR2fC9JMMiK6O7HyWi4FYaIr+ghcPH/GuXlhVXvXEncdnjxvq+9+WrC/Jz5F96sZizfubv6SYcu7dx18vitK7js72n8R1BTo9Xu36/R1NX5f9m5TIt2QG3X5Pv91KBHDVq5WqgxVgTcoiBUwqnu0Vi9v1njSGHS23nsEcuqgJsIl+lqM7HtTYEamrXMygNlv/zlT3+y8ubrsRObZZlMvV6tlnhW+XmZsxYvPA6d/unC/SnBZIX7F/FbP72FeyypJP1r6XiVHSrcsdmkyGqFhiWhvSryaiwN7c1OfWkmNmdi2azdYSj8y1hDSK+vzGLMEWBU3iSxqcmMjaNtiruGOeJVuWMJ/OyEXQyciQ6a2z6MoD8l6TnGK8mYmaEE1e3JmSFDlQPn/s3o0DdZFXcyVO8WuQCJ5WOCPgd5M48nbE9eHRDDuj52VpDSfc/M56AbsOmRAh+x7u/SaOOs+/e+d+/+s7QP7z94tE21Hoymvb4tPF6JR+PO8mm0ecAce7l2N0errPUlp9oFgglfGQO1L6PNE3ZaArZafeIKkQH6g2g4G6Hx0IKpGVYPdY+I3lqfrBrx7rXILATYWRad7k+BeNNTezwe7ixKt1KCDZ2syJAoBwmVLzP1BKWM0/6vqMi5IrFHAzMkaPGR6oNgCj8pnL4nd4JTJexxnYrjzWeHVNzM13g2GsAlkhGBXYqpYoZYQEfGPvU8odJA5kceijQqQWHDlR0JMUfAAdz5YZZsDoluZAJM0QhIv00yQ9j4VQ+5NRnfXpdhAr69KYz2HoWJqjl490QPLMoT4JhOFgCVK6KzN/NCUhd9iBdVstk8HsnRSCOQ4w4+folVkVFLPi+BICJiUIkXESG3ihFsp4KZYQn/Vv8vMHv2zbg3YdNSVnp6+nYP5/4KA+GJC2W+zJg/e+tks53GE4VIRKGw2fwg23XEuSM5ejDn3oTh3D1tQODcg2j7LnEDewATwyqHn1Nl0H2OmeFif+UPf0xOTj6V5Efl+edBbIh6Lfrd6cL9qcFkhXv1EvwuzjCF++vFX6N98zj+BlK1ex7tbBLOnCWyuJhGO/wlnOHihgUraXOrv405AgqSk8m0b8Z+A3foaPEu2opi3Eogr/A47TsLcdqblPLndu96eBzXE/hc+fbqTQ/XY5zm72S+vzvn5C3MkT3vvLzzwg5sVGzroVeWv7M3dFmxfuO7ax4ujNkTfGa5CwqPH0s4UxgSEyuVrlx5I+GtF4OH2lO+7FRyTnFVMN+feetL28+2bssLXIKIbt3atGnx4sKARgnQ9q0ns1uLC/MmBl+Q+Vbra9mHVsQUjivdReUzi98+dSbu/de3LkVEPmLd31uyxMu6gzckmEPe/xBp3ZHLOyp7LwLfzq6HnaXAupeoN9efAEN3d0MPT32CZ+pQmQdYAz2Ia7fbgWnX9fToOjic4WG7HaWm2mztWmWnVguqGuDghfbB60ZDk6W2Hfa29phG5ZzrjZL8vgyDReO0A5etG5Vra42G/MqKCuDdDYNgAd/ba7OpVLW1RmN+fqpnV35FTX4z36J16mW9LB1FZh+utTYahsbqagKSIoFAlhgtne0coMopLFMZKMsdjtpaV4tEkp9fVxdIh0yOtUzEwysUleAf70NjC/Dxk4Dve+5Qcx+8WDyJvflnBFeaCkz7kNF1vdshN5shZ9ZMODutEmrNZ3xzM7rGhhqvt6kopt5RfXuBZIw5+Q5TAFOK2PYylq3X0W7ImFSgz101ZOQ4NvOEqsZJNswypdQmwsQaaOvsCzcTrngqfLtFM7BO2EZl4nqNCNyKZrvshK2RVCjDlLYTm+s7jWRWkF3Nzvr9MrJiOKVZUA8ZYiRHI687GtbRm/FDdxmdEe5OklWJ1RoRUdCEX2ApzfvXdWI7FTP6OyO2dJOmTP2PIyUlL6+q6sqVZctuxz3cnjP/4cMzx1/a/uarbyYkXKhmzF3+LO3ZJ5mXujzhxuJZG7Ex4tP4j4HJ1GhYLIejL4RzH3Xba4fq/H/nucz+MJy7JvBHpqLGKR/YT28KbNxVlF7X69RtkkBagFs6VGZS/+HT17KOn4/x/Eh7oICgOZutqwuNIJWeLgbD6enC/SnBZIV7WNt1fOGOkklzMFQvAnJt2RSL3fyZmEijLcF4JCIAG0xiA4OyU0k47a2zXyUZUBp1iMYgofDRDBPwKsGs5J0kTvOJCa8wloVEno6r3LMxrwBV2RoSY3gkmb+JCYpdMPsI7cIszGmYSdILQEaV2ZhOQJXnnIVcIE/LI+hqi6LeTj/HuBQQp+XNTb38KDcVYVHMJegHnJxYQSUlIdb9k0+821K///2P7/1o5w8/+PjBOOu+2afULgFpDGLd63km2aiHdT9BMXMOgEgY0jkJh8/QBBTufChakX91REQDq4CvAJrc7PFs+YEMsbNdGdcJFgxzEdz+XB4iuktQ4JPMmzgan/SbK65UatBmeq+POzXAtbouo5OuAroXdQR0slp+PpZjXCvqogro7TKzzykdHG84HD5/con1fz9miKnAtAs9/vcnWBTO38iMAyeDQkCXoV0Bblm7b6PBlNAl1sPpr2dzlFNh29eK8mU2UN9PIbZzlXgYMgOEnPBP9Bg4TM63A30WwpT5owJI6HqydFIExJSpeZWkxvpUOiWig0926kX04XAe83Lwq2gkOZbPKSP3lEHC+VBnaC+QVwV+UGRXT2oM/z+PqKiYmLg4BiM5+VBcXNxZ+HVIjo6OzkmYR5uffMHDtz/R7anVwRHY0/gvAfrdCo46lXqagMHdMW4Yzj1EKl+ZASbvIZy7gkpEsELMW1P52ogtdM6s24wcf5oTxU1PhHLMni7cnxr804X7s8+SFe6xt7JJC/fCnM+TFe63bkGA/0p82NvhXfNoKzCFMZDn7y+hzT+Nnf839r5Jy1oYqhZHX5rFu6pfKcZq7Tc+zKEl5OFiWiMPZc2l7c3EveWY6Jy572NsariiN7bnvPIQF2H3fFHOroVLcAT+wcNnn135XKj6J6rqvS/mLDkcFdJDKC9Pz96XXZgXPLOiOe/eOJN1PmReG4tbv7hpxelgi5qYmBs3lizJzBStnZiTVPTepejth1e8mLno0aMpoqrTtzedOXRk68ZHpfueObeyTp15LfFoZqbXBf/OnSNHjh376U8feFh2xLp/+MGHH05o3dkl3qyizVC3b2azr27mDfzA5FaXfGWzmqXTmztManVJj1ClHdYLWayeHh5Pq0X69t7ehh7WAJJcjxQ47R29W0pAIM7pNBqGCuh2s62hZ4tOr7UY+sa6xqhNGo6Q0tAw0Kt3WBpBkl7HnJEqNjZ2d3d0wKMDcnlBwVDzmGKVL9e0q07g6h4WdpgGBtwUoVNrBfI+DaxppAFXaK00Na3fZe3WykGFD37a7rIyu12rtVio1L6+SoUYdO/cfzXr6AmDy6xIFSvS8iWNBVqHisKCk6MTOoY7Xc2kKm0yQEJq3Vh+Y+2BMtOWAZ2929o8RWE8F8KjBI0dvT1bKMJO46RsO/DaYon1Byb1fr0zbRKfG2nFkFHv3t/Q1hl2LvEVVGuPuqFDEma1Eh8vaTSxTZTGOlLtT7y4sXud2l5Ldhx8WCTqepuwK/Bj9QjxuQKH7iqpwj1S5NBfvOjVpYaCOcNcou4h6z80220XO+pIFkV2+7p11DrsnOI5PVu24Add5dJGNLSE2YX7v4l4UVTeC7GxR49eutTaeuxYcnJ29muHorM/v+ZcztceJm+v3v0KbE5dDmz7TmDdnwi+vLP6bHrxQWkYw6Rp/Meg0WzZ0q7t87MtQ/vFWropJXbtUIDJ1VqphBCWqPgSpn+xEy+ts8vZ7Kam+IAvqLhORhlwW6mBvfbStO4GnbCgLpBbqJAoSwaIvxZfupx++uCE6ZDLdfWqRrPK590F8ubpwv0pwT9duDMYZIU7yv8kK9yLopPJCncUxno2Gldne/0bcemkiOpdgaehkWorgXYB65ZObgTj9ZWpxlP4txIf2Z0GoShmIS0rEbcfF6ncSYZDrjdvJIWewQVJKxj4vbiovbAGpwtCJjU4+h5x7jj1vbdPEXKJUBBrXFxSUFMh5pkvAHG/NWDd5FW6H4qd2JHLjXr+mR3gaTBrQkSXlJSdPXfuJx+jUn0dFO8PPvoA8lTvfeTv7H7RQ5PzWA1A9CJRuh1oVORFTuG0ESr4L2QFA/BGdnI4GRlW8MFaF3GVrSeo4sqMbo84fTPPTh8C7+o0vtZD9Zaw9B5hNVc0xr/uGRDx7t3jkvQJH3c0TKNglR9nIRXlC6Dg96W6ouzUfBJddLwolSqhd8tkaG4ILJacGKRLINv16arcuzIMfDC8ATceZFGjI7R8iXjy0hmLGrGV0wEDsXkquiCsf0sQusTDxFW4HA46ORXtjxqBBhoxag6d3Ct9HM0CHZDkThLh9zgQ375/Mr5dKtJjHJj9wRW1gAV7WTgLHTnE65IllKK2hxa+DYMkR+FnmX2CXOGeRg3nLx/GUyYyksdjs/H7e5lgVGOSDWGPldKJCNPU3fn/V8BNyow5jVzQoqOfASQD134G9O0no3fRXkk46+Hclz9ZjfuzfnuMpvHfBxRLrCeC7xto8wgZ5x70qLgZF8Na6YlhDTZqTeOrInSc4OW0AkIcWALj7IOMzz/jJzZArjfNE0Em04X7U4J/unC/cCFc4T7/Ms52HUnSH9K2XwsN9QcUFtJoyQ9xUaeRkdtOXaC9OwfjhRi54LlltDcXv405AvXZjd1ffCUPw2lDuuuSG7TDG3F/rLz4MK16G9ZK59pqsH9fgdPe5L347rPZX8KtVe4cfPvZNcu2YY5Evn14F+3KnNBqe8+dbZs2JReXh64Q1h9ZPO/c6YNrQ/S1sXOSLyxZ8sKi4J4E4twvZ50OGWo9nnOfM+ell44ff3FvlB/nDo/GHN90/PjRvXmiieHvFJ1fcvxhXOI7eeW+53JF62POHzuz8vBz18YX9HfuzJp19uxPfnrXy7pH3H1w/8MPP7j38Ud+FjMX2VcvXmWX9OznfeXECbZbWPYD0wkQvrtNer2qTK1W73eb2tra24Fpb1Cr9XqLZZAuFIIIHoIyCxqNRvqwSgiHGlREQWN/pYQ/0m3vYPU0sMxtGsNQZWVdvqSpu61D5+HdCYsrP7+rKzdXKpVIurvN5oGBhh6zmV4rMGRUdqUyPbRDinSsuaWz3QE5rA0DLIrKoe2E7bBp4CAjCqQ7gAapSMsH7r1bLvdw71tsNj3EpIIlvKG/OWMMwlG7KmZ4B/1vRHy8FBoQirH8ZqOlVuvQU1gDDSxdmdypsUr6wlmd48HNrehS9BkaOXodizVAkXe7+qc6SK6HbdebecC2X3eJSajoCcTnVlRSa50lPJa5s1E6yb7XVLGl1rS5gTJCEibqRTxzlaSzp2cyvj2DSikZMAnI+fZIUTPYwOsc5Fb/FalCllo9lEb2JsVURz1LbyU5GpnaV3/VZiM7OtTUECHsJglcZbpK1CYSCQ9yce/pwZ+hilIoA+z481I3rI8w9X0ma/+nG/EpKeXlGwtXx2w7Ehc3f/7Jk1//emvrvn0XvhgdffJMdPSFXV+8kHx5fsLcZ5fPnTt357NPSOH+7O43z3z63HRW6n8vXK7eBrOwuTLw5ibQlAHnLunCce6GAM6dm5pBobjdVGow507o3D3GACofvpUSp1qntwTdf0s1zqsNmr9tvbIvvfVSUdF4EWG3s9mNhkccy3Th/pTgny7cUdApeeFenYBf/z+fnk1mDZ+UBCa0JFGnyHh9YQyOqEc2MIxokggmJEp/Iwm3jWxrYhYJRY4GXI73lUEU/o1kXE8gJWoZ4xWsaB6p3HfhVe6fS7oALQac330hyey4UVsTPs/YjlMyklnoVJH0Akg495kzcRY1M2OXgCn86Zn+db7Xwf1GgNKdm7Qx+ljggj42Nj37qz7WHQGK9w/A2f3eA98DF9klPo37AIUFknSkcRf6slMbOBzwcIfITuThzudTKOgFZTIDJJPaZeipLIqGXyca4jsoKOLUBJmpabAzn6qEHfvwb56szSMVXiuq8/Hu62C/vVX8iFgUCJweexo06HV+WoAnLspOHaehS1hCjkbgjWPFQiSiUsGlHTZAosEQkW+iODgapQFSoKZsqPIP9q49qsnzDp8kh/yRBDiQSEKEhCTkAsLBgBBEI2KqRC71wiXWhLaaclkDKJChI1KqBYp3BYJUGhEvIN64aAPUDbyveNnq2U6ttl3ble1sZzs7a8c/+2dnv/cLCEneL2CdTrY8/7TmTV6+3L483/M+7/O8YChlF2ktDBW1lngB4CnC4gLtxyrtyEeOqmvROsVkuM+sIZ9Q2xsZtlmp7Ur5FXg3gd7ORuoVM4ohpEbjQSRHQKkLdsrQTHo7B3ZVZIo9XQEoILae7WlvQInYRKkXkB+NhMOmcEhbepXiYYqVvCI2jZNBYZA8VZQpYyYLgEFlrBw3QdCBGMkj6E3Fv9QosL5p5kWP/x2Ezm/g7w8ZgV+IXD4Aqe4hIeHhd4lUmURwuPewemApctOLdbhXh9yfj/eYevGyAH3xs2KLXM5wSHNXaZw33zg0d6qr5u6oYXXV3Osk/RQpx/V8oRAYKKnwY+gM1HI8FHMRmtKv+16YdNzK5dDxzH5yTvMS9zmCZyLupaVY4v56M511Gt+XtOh+Bxlxf/CATl+4EF/55rdvhCR4Xbn0I/q6kATMCODCe+vo0Stwx3gV+KzvGlxkJUwYtyPxFXdVG/GzX29aHL9U5j4UKuNXdJ0OWulOnJHL/dd4l/vKB9d/dj3Ef1rB0SQa3rhf7Rt+2M2DL5Qtb05YuNg5+sWBT47H77h5Kdvt2FZE7/vZkb2jbkc2qbm7HNfSpb6+h0J+Xvqq00RLV9xMOHLylN/yadOEyn5yfO/bCU5Od+GDXdtuJTbvu3nv3rKJhYkVK26GvzehuiOq/uVnjx9/8fCrx19/Dao73NC71Qoed3uvVdsOZys7wMQ+J20qFmVoRWajUVUFRZC1IhGHc+wYKO3sjAwqdTj5zh0O5xz4odnnOjNrFJD10i01mLUG6tFMS506RrGnsDP1HFvLpqoyW+rUKUW6IkJ3bzL3m88dyKysvHgR6e5w0qu7k5Za1XquVpuVdSDTUtkH0eyyidyReZFqhTjttgqU93a2Qao6UNiSfwWrvAOUygULzp9HHvxHVMM5NsTiNGWpON0H0pLPVypo6vFxML/bIjfPC5gNL32uQDq7Tp6iv6hW5Lck3+ZIqWDp7y9riu1sTBMrFsxWJJ8OLjcnMkWfX8k48Ig9ZC5rEqRV1nkMVZ+OefNSUion1PaW8zkzqu1EsGdJ8jfniss6BxbMYKDncovGBzhDpixjiQeRHInRcvExHvirZtLbq9qHzG0KctadJLew27VZ5HsDuNzkY9beYxqyo0maZ5H2W28vINudq2QcyBusqcEPcrmNUq1dQ/JUIxUCCjuNZOPqggUUyu3b2JReH3VlK0WVjL+UiDH09z76/4gN3yh7Z2nDvXffuLF//SvNI2NRuXv3rl9//35PT0hIenru/fiu+PiQkMuJXaev9fT0sBbGxS2hxy18IQ73uK7rq/Y/wMUcePHy4IqCys6i5tNyXDR3abvqwJ6U6YKJQ3M3WCRO63bCoiKc5j5eF2umSvNdNHd1mzFDmpk/z/nWFBDEhmpqFr3+y7sf/r201HENEBlpMPS3X5xUrbzEfY7gmYh7BLZINDsMdAiSKZHl22MZK564o2h4XLg5AoqG78KOeEhyzw67RV9MUsZ6L/gaWa7Mqqh1UMaKm/DdoPdI1gTeAus3icsdlbHy/XFO+4MhXaz1GA++LOww2XpAru8ZaFB1P7afB76NPTKSPJ6wsI6QruBSlypWJXO/bxfrllO6jI/Pq/77Caf79MmV/qNwW3AE7FCfxD1CdX/8+Inq/tm3X31Pf/jV1xPJ7kh11xLB61poI0JVnaZYI2Sma4nu1EZomiAc7hwOjcYhJHKtqFCjhhCYfvj/rbwqQb5cDubqsolUmRowV+fElAiqiCnbOccI7WKjTCduI4LhwYyu0cif5GWBUV5ghqpOCqWdfYBxxUWwnCdXaASxBsdaABG1QvOsMOpj8iWFUHV6jsi8QYCtrrECRjJEr6d4jBF/EVDK6miwjTe2n3jC6Ni6GRbJMx2XUpYvrp8osG0Uj3sIOMcAvaNohWK2ajtwTAaKGSpmnJ/pjujIDkBMzTex6hmOCentPN43ngX82ejtC6DylFTVRpDJ+j0myqyFRIhiKvlTs8H3pN9VdJuEUvYNfITJtqaiTJlYskwZsRhF1eAZP2qczSQpsVV7ss3/b0EWFh2+O7iHdS3wVsQb4HDvQFp7UFB4eEgInXC4j8HyLnB3IsN9yYtsTSX9PfXipYKa1o4JXke1xK4hMITmDguALjZ1vOauEIM/zk1zx63cbZQpeCa2VCZjzg/MDQ4Om1jsl0gGoVZiYlYvcZ8jeCbiPjqK+w15s+EV0ikRcd9y6RPsmM92WFnEhrZANPxJeuJNkmh40Da6HFEmrvjN+mr6/oP4Y9y7JL7jBmYEQldG4unBD7C7ZD/dvY6+4SpuwtfLO+jNx3Hemwf8Ux+cPot9yqs/ZX1waRRH3G90jFTv/Yn7MSgbSndc67hfgLmsCL9weseN0gI3TlC6872FzeXvTjOoO/DWztyF8eUHXc8DDQ3pCfFdN6ILnN4IZQEUsQbvK7+3bLrgvGz58UPXRy5sKH1n6lbl8sOJiSMj77//4MHkm7Ji+aoLi7sefwv2GIKpf/nZt48f/uGLryDX/XeE6m43aTN49jwg8GBGb4c+VVOW1FhVK7JDE019p6B+aMhqNZmMxpqao0fZ7SarViQYkCiSB6TmDIiCl9afr1NfbMuUsmshF/6b+rY6va5ILWHUs9sHIWTD2J1Ps0XKlDm2kvOqVK3WamWzBwbq6nQ6pRIddZFeUyhtbYfb28uOCvbkj9t04E2fjIZR2vosIOCDkAp/tqypXmCphHJVXU5OQIC78o5QpL+iaEtu7IQ8+mKtdnDQZC3LqqrqbBwYbqm5Mo6U98jIHJlMFpCUlPRi8me43KSkgACZLDLSZhsfl9QwBEerzpm1JthBUJylGkguUcidIutnDS43ICAyUj9+fphTNWQd1Bqq0kpSlGQB525ISoqMrKkxGq1Wc39hsm4Waju423VXBKlw5OeSSWTnKSQl6cfrDbVWY6fa4zFBO66ijacdqlJ7rNOSF6lgA3Uhafw6kcIsqMo7V+gh1ryoyGwvK0shfaopEhXFbCQ17ASkwHtmIIsO0dm+oZS1kkW81NU/yjPqSVqf2toolBqSFPeSzH7KgBq7zMCt04pq/+eJu1DGXPYge2npG+GrxkLiKwJvvf+rs6tzm3fsGBvbtm3fvsuX163z/TAh4cQYKy7484oKiHB/ccT9gyWsayf5eAHKi5cLC9RNQ+b+Sr1zlwTNIjWVGcVOye0blflV5+ztw5XOd9Xrh4b6+/V65x+evpJWU6uxzjn63UfR2JqnKlE7/cJsVNYN9ZupRSkFb+3c+/b1w4cdv/0KRTuPI4h0aDde4j5H8EzEPQhbdOqIXScn7qRlrGh3/gZS23wXNmjFEVRzDd+dSp7kjqLXWSTR8EvD75JJ5I4Jp6JUpsCcv43kCCFuhczlXsCsAEskrj1qJemKABME/B18zHVAAfMQKN2lGOeNJ80d80QLmAkhm1ijbm8EWvZIDNzglC7jcLr3hPOd2nCZQUEslq/v5CU9wj3/hENn1n31RHX/3ZdfP/4Okt3B7E78Ow84+oTqDg2hKMUd2kk5R4myUzuHo9E4HO5U6h5J20SuTBXkykjEqgl/O0pzn0qVUYmvgCUdZblLkaQvOsdw9H+iJHeNo4QV6e76J9vpdfI9GhQjjhLmpZxkEKGduSxqTs2MpRJ1or0iNiTMV85cKFoUo5C0MQ5wqsBJ7lC4KSCoUqkqKD9tgerTiy/EHowc+GJxIUNKrYXXjXjq4MBvE9fNYPyeEUpZjfgoobW3szM1fU9r56fR0HvK4zFmrbbraMOweyGD2u0ptWUSSODKoxyYMRTeBgE1PDdLqRtU8OHwrLfbJAJYlCEPhAFQPSbKwB42ajHlNmkaD3K48xjJJKOEnT+TNDyn0kMdqw/qNpBPRUs4IQ2+YPjc+I2yfPiW3saO/Q8hO+JsYDPUcYyF7/cvjfgo8AKcziumO9yjok5PONx3wC4t1Jv6woh7dfAvw3CZDV68jNDHnIMlqj0xzmf9PgiBcQ9eRyEwpJq7i2gPmrvRpaUiSaZhi9wC4QNi8qGJHO1Ql6EEucmm9EKBffK05CXucwTPj7g7JZNMInv1KvqZ+yTEfWxsO/0jPHG/2kzfkogX6nd1jNGv3cP5332uRp+hN+fiifvZxZvol7Br6NmX9tI3Hceq8a+XXlvSfAFH3AveXL+w68TBUHfaLCxoCO7qOYFb4JYVJAa/1lOKGVnWsHPHSMcnmONj8oPirp0qd19ikBW8cnLLlo8WuR+BQ3O/6nZsSHP/qbvmLiu427zl2tkNy1xuj+Z3/OzIhYOLXp02kbBg+ZrdP4tfdaohe5qsyeTzKyqOHDl8+J13JtUBUN3TK7q+eqK6A3H/9uH3D794POF1z5tS3Q0GAxtUd6uhyVjFNtvtW0FrHxigUk0mOyRq3LEUFjaxtSZwuxsrIQCmswr+wTsnHbCobTTLQD0VSeP9VcOV4/KclHxLI0ekNZlq2YJCQmPPWZtiaamqmtTdFXW2Cd19sy3fckDFFsF9h6RGhuXKuDwyRzmlqs/T91nSOlVss3bQZBqC4Mfhtro6G8jnSiWyy+Nh0/cpzicPNNarmthDxRBSD/q7OSuLasxsFBTW1NRIxvXytTYdaPCROUiFl4EKD8BL+bMEV4imQAp7Tg6aWC4fH6+pGR7OzITGV0JnLy6WQqGsuEStf4q8Rmc4tPbx8bZho7SWp9U2VRVaLtqegrgHBOh0NTVNTVZrf3/y7NR2rjJyvOZY/9AgW5Vpm5G4y2SSmiGrNuOYxTNxFwaMWxhW7VAsmRjtQE5OqkFr96S3c4V6S32eSDpMeg/YCmEwDPIkarLPizCgzdDOy3QKmZgOpeZYnlVDWr7UllmbV1iCfxrCgPN2rTkTOwbIysrLs9nwb0KhIWPrHuxIUqSEYpKSXg3MdXC5obJ3Vr6Z/RO/8n27Fy++nrh3/eiGT47fze2KH7m8BpCeXl09Nnb3bnNz8Jmu+LETvr5ntlez4ivOVG//YFPPuplI97Mjrrrr0KcN2M4RL15CFOlTDbW1dxQ5TmcAdUk90txdCkPWNqpmr7mX2aX1V5zuKlSi3TLQB+F0zyS9wiTKOgq/+LLR0WvX+HzHVrRkhikvuYTYgeUl7nMEz424l2NT0pn+fE9TxtF/hbXNL5ufTlp1ioLXsRK05yR3JEPnRuA4uAcfuY9PYvAOFjbNkpjwVhjujyGRnETC50NG+no/XCIAMs3nRuCuRx74nsAvMTSELQa9B/cQsmNbFEgSWo/c9+Vux7UI0mW6Qta4tLq+6n8QpP4PndP5mcxA+BSEhzOnBdSE+d93Ut0pv/vs668g2f2Lbz8j2LxDdUeatnVCdc9jl0Gye5ZDaxeLORwe4XDXiMUTUi+b2ia5SPjbUZo7Cg+XyyWM1IlQ+EIw+aFMmbSJyVo1FofGLZdP6u5mduE03R35tTOhghUJ02D/1ijc1M+AmD5xMuG/RyE17bEqjYZGc7kPCdbSFJIWRqaAQ20lUm8ccCwxZIGVn8FIAxUeQGZing1QsyuNphBbGAOCbpiYWKdA0IqaqJkMi1jtovf8KMihuNYR7KMVHRUonnpKpTgZvfwoLWi2T3aevCW2DF6tqtmVsSZDcLJW1EKb6dqkSNwJKyhVM+ntjZB7424knY6cGCTcd5JHD/n4aDQUj4ky+PzlKTgc7qSvNWpNJdtdi1YDzAKyTlUftP5ENsaBbwL+mObRkme32WBuIpS5y29N1GVWT0g63y9secT7hO4+En7T71dQQAkIB6CfQZDaAXGQODbpcK9+MXkyzpleXrz8QDtlMnhtLqelBWIVb4ja4rLTyIPm7rpLBsVJuQbCJ8nSQN4XuJyQpq3aoQS5wEDiRpmUbeKNo0m9xH2OwBNx37Uf6DIZyz5yxDNx/81S3D53j8T9ww/j6Mextvl33rxAr+4px0qR829eoO/AB6/LCuK3n+55C+twPXzrJD39o12YEfCRL6nuuI/XPTtG/lUdjT1ZHt57gv7Lq7h1Sya5y92PH79kH/8B5k/d4ycsiXr/KuYoHlyI+qCnFDOytCExvuvzaMwKQ/SnidsDo3dhNPd91V3lB93LWFfv7NmxvnyXy1RLl6+qCBnbGd3gZJhftnwDON19wen+RF+Ha6aCnTt/9rNbt3btmtrmu2j5zgnVfVJ2/wz8Mt89hFtQsDuo7Q7VPS+P51Dd7ab+MmOqlGq1bt1qMAwPq1TFxcjhPjAMuTLG/gwez9zKsCjUmsZH/SKTqFYqgBSZiyWF9a0QP6PtN96uuWLT6YpqWlRS7aA1o98wMDyuj4wMCFi71mJx6O5m9m3Q3eW2nBwhCBYBSlpJWiOY5UG2ZzcdHYDyUBsS3qesgkn6iyV7GrtbDVoQ/SEvHtYCamrkciSZk7neJ2FT90E56XBhoyq1ylBcLNJmZGSYrCZte9YjalY3hNULMkGFB4yPw+UHQEdo8Q44FHlX5ORsfnIPnW0tetC4GmaoHE4THOiuhwuCLKt1cDAjo7jY0GpUpSXXlMTon5ZlO0EolMl0uro60NqrtFZwXLceKLzyNFNyuTKZLWV4oL/fZGptTU6eVdkjN0BWVFeYVQZrKRzFjH2uXK5OxxBot54ziNWeiXtAjnr4aF6G4ehMenu3McN+tNEDceeuVRwDo7yAPGKFy2Uw8vIaGaTEnVt3R5r3iEF6GejZ4R4QYNTWasmIe1FlN4V9jMQ8HxBAoRgM+DFu0lGKOQtP3DcrhinthXg1fk6Du1FZ8M6Dpbv8j6/JTRgZ67hffrb0Y6S1xy9++9C+veX79wZ2dfX0rAIcObJwYWLioUNgk4mLB4f7tR2IuK+rfu55Mh98sPCM75pR561IXrzkUCozpbXaYzXOq5P6ku6hstY0/Was5u58V0Jzp7lo7pbGdjtn+KKL5t5WZtZy9DqneypLWuwiAQNN2tBQUbF794MHsJapPPrIxLuCipO9xH2OwBNxz47YS86ykaDqibjfxBadIuJeHUKiZgcF7aCHe5hyvZO9ehKoO7U6cCdmBOBIcse6byJysaWiCNnkuTIoqAYvkb/lHwgT4ug5l9zlDmEwEPobjTGmhzJXB59mrcIoKmi6TSEJ7mwbefAr6AkYD34o8yzE1ORiNPd3wNDPmh68Pgk+vBnuUymZB30Xs3JdDPNCZhgse/TAe+f0mvn7+/qyWGucumYdqvsXjycCZQBf/v7xw++3f/f4zz/wCI+7SQTBkITqnsVBASJ5on4GA5lwkUKr0RQyzITDvZEhoRUKhiZ6U+sgzV3FRm73oVgGxIjraBYOUcEqatXsAUc0hAhqGIRMvjU2Vix2yLwQRaNpJaLXXXVjW4yFUUVMxxNJBRpMhrtQniJuEXQTHnwAlSoQSCQpJDZhHIQyOUjjEtDZMzkqUMZbiaUGJ5jZTUgzJ6DiZMJdXZEpQA91gO0yQS+6USBgMCSS2a4JzAIxMQzG1FqFOuZpd7VulK2FlCDICxKJxKSmD1ckyRQMKewSYDNKPCnak7DJs+BddQ9NdgeKWrGyOTNtNUB6u9Gj3p5ENKa6WkqdgAKTRR4SZQJkDJDsGaQBPzM43JHRlcMgu/7og29DLNnRSSQUCoOBH0uhSSlSF//sJFBvqsfQ+rkK5vxo/j7o1g6O2sd/Y/6isFHIkwkmPO7RfmcnUtzLw8OR6h4ICIZVWGDuoLlXw5alTUDcXwC2s5qx67FevNxQygpBHnfdLRMZI4DCZI3L2c2hubtcbiPNvR+jubuXsEbCIqCWneky6WZoJB+UEJfiTCasEYWgRXF9zBCvlQoGRC9xnyPwEncMvMT9eRN3MMdMEkyCuP/lu7/9HmiLl7hPh5e4T8BL3AFe4v7C4CXuXjwveIm7F/8JLA07CWcBPHF/1X89OXEPCiIn7qt9XyMh7kLmYfhz72FGAHz+DtIQmNVwHg3EThk6fwN9O1kFkyPJHcezQ5nw5Ehs84jNkpjSUd1pCLbuFHwvcIzp83HH73C5Y1/lq8C1A4NwG4zQlUA89kpAFvErenU49o3xIzHNI+oej6XuMr9y/IXPqN9iemLUcreLCuS+fxvSZZwvKZiE033M3yUjx88vBG52jqgJ8997aIuT6v67L6FQlf6Hf3z7115E1aEMp180CLeDx53aivg2jwctqgIepL4gyn5HI4V4Dgq4ji2SPUDYHYWdFpo6poVjAILHE2Ux9sh1snFx40QsfCfhFRTG9Ak6J0PhJRP7+G2EXxsZ5jMI+j5lZZgnp0FMDZsIhMmgcjQ1eCc0ak2NjUXHho5OGnuMoaDpZuSMeEA/HnK5SxChJ9DJyXpCzclhJCzyYJIX18Cjwfkz0995WnBlOkklh4NeOwolNnZ6Hs/sAZkGjpAfaqzjh2N2WCDmQIFtMTV5dr2uGo0IEWDNTB4CoUwBbFYUe2d2tN1zAk8L7FpoInp6SYEud2geEmUqsW2HU5jB4X4bUm8qncp/pyCUWeAXnDTvBkXpx5DsHEAp7gIIbMJBDwW2htkE/MwdZIcdD38FNI7LgWv8ljOzgbK/EnyNVRG4HvJk3ocQruqQRIiTWQ27jOJ8fcPDkXoVHBwVdYQg7Yd8FwfH0U/D+S5uJtr9rFgcVe51t89ZIEu6awyMg7rfdjnHIepucqfuQxjqjkpYXb+pOlompZ3jmk+rY5uhQXXiCx8YyPpFNLS2oGbXFi9xnzPwEncMvMQd4XkT92mq+wRx/+JPXuLuJe6u8BJ3Al7i/gLgJe5ePH94ibsXz4734DxATtyXsJqxYwRxj4rCUWIHcV+FrRF1FJ2SEHd//9foJ3yxzUc+H4VfpifwcQVHENLIqibrTiUPXnfwbHwMTKinXJlcSOvdgHXfrPB7hf520LTK0CdwmGWCMSOAbaQTRkNG+of+uKNHlxZQXIsZ8Vkd+Bq2jjWUuQGoO85746DuxP5yZywN84WYmsNux/aW/z5Il9nr8toJmW/BUVW7GmYKmOVBW+BH7SdO0yyaUN1/P0Xef/fZY5Qx8/Dr3xNbV3tF7UTRaS9YZiYYI4fDIIwyFCBSLeLbcPpDEeKN4nxaIZy1UH57p5gGbLuTSG0RxTZCAklAjEKgclwNcAQxRMeORILiaRB9N3L6JsweU/2fEE4jaHE6AUbG5EObE5EjA0Wst8USPFlBUSuNgizikgJdBWTFIjuP/OmqRF86zKMpGJmEIwjcLehyZ7YxMM6IJKJ9iNfvaS4rUmid4FjKYGfS1s50VwSZDMXomNlXZrTwJEE5oRbzo+aG2dB2VFPoIbMFQSAgt6Mg2GJiPXamrmXc9mSUWUBje0i9QdE55zSk10rIwkM2hlLc20g+wmq4lKjCjsxBXI04FXgCOHd6OB+yxpjzN4R/SFD2UxHvzj9MdKYuDj8VcSPoU/DH9IR/GnTTkScTFYX+i/JkNrE+eDGkPY71CskPoRdzBcjY1spROH2x5snT2LVudrsUcLa4UXfkbHGn7gNsLS/NpZwDffVdy5y5Mj00qD6pYPXz62LxoV++M1bqJe5zCF7i7gYvcXfg+RP3b6eIO2TMeIn7ywcvcfcSdy9x9xJ3L/6T8BJ3L54Vnok7KctGxN2XhGUj4h4V9C527F7wafrbzpnfk5gPNpRqFj52vZSfQL8cHo0dWwErl6+5ejQccCS5Y4d8lsOUCfxS7JiH7anIQZIejq+r48O5HkeNHWaZJ01lzkBupcQoXDBlKPMT1pngvdgNqotCQlis+RiLjYz5S0gTHp3v/qB3wlZDKPF6EupOx1H3B/N3w2R+Ya7RnqGwSfXXrA4/10j70LDSkM9Z8a6XFG/O/xSC4dPDVzj5bhB573JS3WGrKvQyfbf9+799/QPRUQo2EETeYVtqbKwjk9zIGYAOUESO2dQ0cRqjH7anbuUZGTW0Fshv51F6eVRBjTwlppLzCPa6biU6UyN9NktaiDj4PNgBpJETW/gkktiJJPJOQd3ExlRE3wWxaMfrVt4jTpokZtpWQaEsRWKBBHdk4dnKPifIlCjIjAv6mBLxMUEVUcQKd+axqd2MFgktZi65CubBxtnbRP49ehukmhbHRc/TIyemRFAFV069sE+4ZiZbynSk0G4DazSJOB78I06QSNDlGETDz3RHYl1660zeFgTOLGg7jUGF5kOPVwA0mqekdIQB8Ht1k35ANsoUPKvIQP7qocX3ZNLQegV1iHKUbFtvTAyFIhDgx5Syo6Qp7kLoTTXFHsOOzSHImIf97kZtoseH3A36GM5zy2BjamDIa2AGXB2xHJLcb4YEo02qERERB6MSHVaZoJ3BW1ino6KCgoKDkXoFxUvA5itCup4/aafTXwtZjW1I8WJuoU5SxWtn1zhRd6QmuFN3tJuUJ3C56MdR9wBZJkHdnc8iaAO+axy8EBpUwfE4+U9UALMq/E0ZlCB7ifucgZe4Y+Al7g48f+K+kIS4m37wEvf/JrzEHcFL3L3E3UvcvfjPw0vcvXg2IOJ+6R5uS+WPJu6jNytIifuKxM/JiLtQ+FPolcBtQIUyqOj79PiOG9ixt27uo7NWYyuYuNyOz9ctGc3G5Ugu23WLHp9QjhkBjrsql75p9DBuSCbrqA7+LT6J69016R8cGcWtY3Kz71VXv/02ZsRnY+ip9NPrDmLeAi634f19S06uwWyT5YaWlrJY6emYEe7S5YdYYx2HC1x3lW4MnR99atNIwv4CN2ojW1levnDhTrctqlzhg0X3D8UvvjTqfD3F5RY8KN2WvunyTj/nCpDQ0Dcbtv3yzJlVqwqmXfYIhcuW/XzDhY6KitWfTD1NoZL54N7othP//A4qmByVTMjqDjtVv/7qi188fPztl3/t7e3lmfsNBlTBVFtrNGZlmexWq4HaLVAZB3vtJnP/wJ3h4ar+DKtpUNqZVmIZrm9tt5u07NTulpJxxfCB/lqrVcvuPLZHEakbrxto7B+Cf2s7O0tKpkr7M+xabVlrY2GdPoArVOZAlVF+ywEjdDiZtKJHncMlahvaMcTlCgMCNm+2FfVJBg5UPYICJlT5lFpYqHYLyxMKA5TzcjbrbPIr+ZbhxvoqqhnuPqjVFpdJVZ2NyRZFn/4p/CIvEBuVNnV+8jFVVnHx4KC1mJoqYFRCG61Op1Sigqqng1CZUpImPac12duNgkqFzaZUeq6omoJezVCxBzNMqQKFbbNy5r8stNlUKpOpvz8/f2Yrj76kXmviZVXWzTRxY6PdLjWmeNwTqy85atWaC+Xk5B76Tdrb7Xb3j8kUaBZqXpUgf6rnywVr7wjyBjUWsldPZ6PaywzqJPyw0pbcq826Q/bgY8colPx8/JhaIaVUZV7EjukUdyjFx2A/21zF0oaPPrmQsDg4anf58dKrS99ctOuNg/sSKnoO5e48+/Gu0o9W34oKXuybvv/44RuXfnm9Iv7y38PLL+2O2nFm5CQ0L+WePr1lS2LiiROnT585M3bo1xXV21k7nnsQZEL46JtM0o+JF3MHwoDx/FiT2WDRT11uc7k5enFrmTa2xOkrt1k+nGnPaGx0erjwSn6/6ZH0onLqw8DlRuq7+9uHGPrpZ6yAnHxjq4mqcNp9LswZHt66NXnCehcauvz1qMuBq2q8xH0OARH3m/6vYkZ+NHH/edB1cuLuG0JG3H18fgp/D0/cF0HESpcvfmXgLVCzsVnkCCjJHe8gZ87fBlOuxox4zJXx8WmGtF4yEX83PdFNhkZALncWmcvdYUvHvQUoSn8k/CPMSChqLPb1xYyATN4B1vQNmNR7T5q7H15zlzH3+vawbvm5LzGEBb0CqTfH3SYjFheiolxz5u/5B8JE4XznK4C3/C9NqO7TzO6QMfPF9u+/+tsfv0QiOSTLUJGUiizWDpHcAOX9nYTDPUPEEIuf5Mok0yTi29RidDu1U3zFJVWGK7NpCh3B6yjLHf11paxmorrfkSgz+TGJkQxwHGkyQ7GZYJuffiIkIuFjpURqeh4o7wJPKelFMfniQoGRWktMhlz41Nh6RpvkiqfE7/8iULp8DaMbFFoEKzWVkUzzQDg9I4l4A9DegHZOJm2WsrkDCwi1Ha2kzO5hQrkcLciw2WTpKNOxQJwKCzOpNE/B7ARQ3MpMejuaLMMtgXk6oCoWYm54jnUePBSac5RU8s5UIjHdzeg6BZvcAOtPZK/UPPkw7Pcgtccj9z3ZR7hO8giOCz+xTVJIKWaQu/JfejSEHeQnhlTDame53wr4hVg2/w1+esgOSGxZD4kyKyJWBybSd4Sk8zeEfRy0Dzzu8YHhfvzAdPqS4JHw8PC7KMUdwtuhqYIFO3jG4Gem+vknuJP9qnox92CLUfG0Io2TKV0ok8C513UpEFU42Dkc54c7NHcaRnMXuGjufRBN49q3oBSLp2+6eXN+R0hzFKiRXuI+Z/AjiXt0tGfi7rvqY+zYruZD9Pjj+DGfjs+3039+D8eyC5btpC+J248ZAel89Dh93YVb2DGfS/uq6ac24BYUuMLynh1xgdjS6NDXR+nrdpMkYe6/cGbJb0px65UF2cere96+hBnx4b6zbduSJaOjuLFl832rQ97DmXaEso87xqpzGzD+odDQNWvi4viY6xWu8CfRFdt9V7lfXExq7usxmruMRHMHbf3mhZFNd/nuZUy7NlxafCLhkuvRMVcePjw2VlHh/GSVoK/f4PtWnEz0K5362Eyq7r/9Dm1UfULe83p/+Ou3jx9ueviP3/8ZrBq9/YTqbrdnZEiN0iyRyWStNXdCQGS7lWfS1qoyNSCRt9utg+bW7raSvrZ6qSnDVGswFlrU6r6a+qoMkymD3crQ6FN0a/Pz6+tBTIfdOY2NdfocpUN3r2oygVDfJL1juQh11MKAeaCXX8y/U/+oHUnl/dJOS/6kSI4qoiMjbUX5JQONTefs9sHB4mKVKjlZrXYP4wOVntDedbbxvvzKO4JOVdWjMquJUN/Z0ipVd3JLSb5aP6ve/+eJzfq+kuRGjtQg0g6aJpR2BVLaZbIk8gRDD5ArkjsfiWDNgl01XDku37x59tPo1bdVZkJtl4zrSPuIpkNp0ZjNvb0CgU4307qAUJnfmGUSmTPrikgE6gkolVKp3W6cQW+3qQ/AZCBxeVhK0BmNeXkWUrkczES2zmKRtsVG9iFIskm0tVoD+Yek8HYxJU1C5rO5MlBFaaokvfwym+12sjenJZNNaVQ4d8VMYrywk1Km+NFXdf9N3LtXvqYjcWTx/X3H/Zbvyl6Z/WDDr3aD1t6Re+ps6a6wn9y4mXvo1/EJe/cfjvBbnXvkWvyhC2fL19w6cnJT/JHm8L25zdWbfnv9woUPP4yLO3Pm0KGKiuq4kZAtPds/qAY8N/K+o+fU4UXM//aZwov/FLhC3Xh3/9CQRj0l4sBviy7fSDVVlTjxbKUONHc7TnMvc9PcVTzzI4vTWuI8eYm5tt3ovMirVBqNVqtiwkIjFC5ddDcKiIuXuM8Z/Eji7u/vmbgnkrSS7gKnYDyfRMsm5HGnzO9JKCF2nU5fgxkB3gux5qQhMORVp8iSzqLvxlrSPebKIIF8fwTuWsBhSse3uDLRGgXe5S5jJoBEjr+Y8Y+C1YswrKWez0dR+rgRZJu/HuWPGXFo7oG4J02muaMnHA9aj3t4/av++4PjIV3G9ehgNQA58N2fbLSfL+QulEe4q+4jCx9OU93zeNbBH759/Ic/fP/dn4lb2WyH6o6CYFJjM8CErhV1Q3D5pMPdAhL5VK5MDZiqkb8dpbnL5X0TqTJawQAEmkBSuiMQHmW5OzJlkO6uIgzp7exMTZ98UjyNjDkvkIJtHqRnthFS3J1FcmGMWlPocOCj5lQGw1NINzp7LqCdZ9zmpE6o2WjSMlC0UfT6xaexfj8XRMYoxAyOlJDH0XqFCpT22WndJEiRMGLRE7WyVbD0MYu60yksoHHgzUDvat0sE3mUGigd9ZzaMgmwkUIETAY7baZQeJkMBa9zZtDb19I4hN7u6Z3XobWAydYAHDbLOSC97SGdJEleAn3CrSSjgEbPDncwuT6CfCUSiCD2nmysTWCmZNLwVwQLYBWg7Nk+JP8t+PtfCv8t1J1eCPwo4i3YdiNjbuAngNZ+PWqN3y7mSiJR5jQ0mBwPuxrxGzj/7ghp9nuffwnWilm+HwZdIlT3xYGBUVF0OlLdQ+BXawQc7ktAc2c9P9V9UzDfba+RF3MZDoGc4ZKYhVqOm1xM6Uhzh5OR022E5j7kprl3EhWs088lQhmNPcSjuraQoPXEqdNSAfNu1D4vcZ9DeAbiPjaGJ+7R/JP0kSMkhvRLu+ld+/FjPhegyOL9j3FMmsst76mmf5qN2y8qXLmcviSe5Dg/3nCG3rwPv5f041Vj9PewlnSodeo5vW7xdJ/2FHa9W0F/bzcupZHL9b9waElCKW6nKTc7m8zlzuUe3Nazfa+Lj9wB5tKz1fEd6zEjPgUFHR2/+MU9jGtnY+ho+eV16Wvcj2Nj6KLRT7dv+fRX7g+SyTZsuHYtIWFpgas2KFv28/LEX0TtfN3FNi9Urmy40Zx4zfcTl9UCcLq/uWZNV1dubnb29IeEypZll+98O/5Irt80Sz9S3cNG1yDV/fHXXxLkPS8vr9c0aP/ha3C7/+G7P/3pyy+R6p6VpdXy7KaMKqPRqLXakVm9cWCAqjWBhi3lJIOi/cgEznOzcUCTXwP+9nYrKL71A/l1NvVwY2uZ3a5tV3VWVq5cabO1tBiN8G+tobUwWb9WpszRXey7M0Blm6yDWoOUQejuhOEddPeWgXr2EEw11Jpa2DblFRQKlUqdDkIgKwUCKtVqRcp7qupYYb4icpoIMgmwyCcpZTmbwUEv1/cpKtsEB7qPUsuQVX5wUCQqbgf9nZMMUANeiAIv119U70keaFRJ2cVaENq15taqowPJ+dDfpNv8Y5V2UGIVLY2p7FqTtv1RPSNfrctRCmfrbJ9U27UmDqG2B8zigUJ9nyrVmjE7d3uOrU1qtrONbfpIj1PDmopUmpdnNG72rLfrB9oz7J1XijxMllPY2NtbXx/g4dol2VibJyiRk06ScluVV1ZCYkNHDnczfJBppAsId7RarSAAfwkk1OvR08SOAY6atXYxycRXpAZKU6Tn65qXDAUFo6M7d1ZUvPfevvA3SpdmL1u2bOXh0Z2rfh0clbsatPaGpYf9/s3euUc1ed5x/JAc8kfC5ZCEW4CEEBLCbTQIBJjIJUAgkEEBAQW1gBEQcUYZukRFraDcFShmAYmgRhG8gdZGHG2nMC+rrWeXjq5Ot3W1O9s617Gz7ezsnP2eN1gT8rwB17rVju8529l8yJPkTfK+v/fzfJ/vry3mo/OXst4Dl3vxePrxd6OHHt8ovtnetjFu58/faTvR2jP4/bK4H/yQWdjz0kvR0VlZhw4tW+brOzT0dtmObwJud/rm9763UAH+n8n5h+sOpvnN37a0pBdZCJAPCE1vNNVabvx3K0fMXZ1odasPzH0Sx9xHbJh7icpYMya0ZO5w6SlpGNtvYkusTkLl5XV1BkPJ3FN7eqalQbPHpcL9hdEXKNx9ffGF+2bOEC2O1JD+Q9opD/wYZKQvo90Nxl9/ER7fjt1Qz2PsAwQSixkBoST3GJIk93AIh8db0p/kymD375PHwECmPBgjjwTjtq56MhjkLnfU8DQd4yM3Q/zzviTsHzEfVxxYB7YdSxsMxN2ToE/1u0ystd/V1cnJ1zeKYXulXgvTxTI329jm/RhXgUhhV1A4HESjfHzmX2tcPLY5ves839L/LdetQN1hl6q5cAdd4PP5b/z6wS/ep+349JOfgdudxYqM5EOK++tA3dlsRN23eBlRF1U+spujzqmjdCF4yS94CekBERNz9uqayA7AgihG3BwKrwkIQAUeynJHz5LB76LPEl1Ai4JaZEIWmiqD1WHF3QWyDmKqLXw191/zvIIg1DnVnHiD3PfD3AbBQn1TJUEl4CQf4DZR1IRVnrhVAf4uRN1PUefUhUvQL0FVEY2QxNPBniF2CMASBL80cthmYeGZFSFQzLWvFXL7nnWyJ7TduGjazouYgE92zeLc7eUQlZwNETANCzhwwJZu5u12/wpcqrB2Y2MptdZKbhN5aotZKCudjGsjofaJavKtBkeDMmCLBrlnRQG43uqCbyFYf7L3NqX8Gi+yeHoxRA51/8+Xip5JDIaLC3SKhHNcW+Ba6BaJOKM5Uwb53PcxGAxXl2ZIlDG73MM9mokk93bXYM5eyEL7LrOVkxM2SHjcW4G6Q89UJhOluPv6olyZ7z1f3j4YuAezaWlJL7bcRLcj+TYNkxFzn799hDCl2zJ3ig1zRyel+cx9NcHchfN/rSyWl5flaRP20i0V7i+MvkDhvmsXfiep/+FBu4X7yWa8Wd3RY/tO2vhWfNrVgaHztPQfYcMieT4nTy6Lvod7D44F670h6gsfApPiEkbbFoin/2nNWbTvHsbmykhEhdEny67ew1VXBa7jtLjmY5gRuEFOT1+2LBwbaXnPp+fku8eLRbZExZO3NjB11w9csA9LSjp5sr9fhKkTd6e1Azo6EW57vCQM1zzmquOZmB2v6MJ28uRj5nKbCXenBXPORvcww0XWFw9IndkX3NocfWj87vyzQkHBrVvOzoODN9dZL1vc83krPKewf2N6pqvFEZQwfPw3u7THHAKv+wPCMrMGEmXWQDvVnz148MEH779///7PfoY6xdSx6kwZ2dnZFI2ePZbB3zTG6pYblRqWIbuORZF3KOjKSJNhU51aOK3U9mqvCHUA3XVSY19AI7U+oKLCNGaqEwoVioSE5GSVqlKpGzNtKi1lN7WIg4CFz54T1Fd2aFgsg7pU3qSoTSiSwHpA+dHkcxdVo0rjTLfJNKamRA5MiieKPi+03N1zc0NDqdTExGG2kGLIGBt7+FDapOgTiKuKSDhnvMS9KDeoKjn0XGMjVZV4u5LObmLrKTOlI5s2sUAPH1IoFdKO6enpXth721CbEIr0TIaT+XKTlMAUgtqWAJmia5otFVJG1GqWYRNLNyOsYCsTW1QTCedKqhaV4UKioMZRhVEzMmYylGqGK+sTZquKnmWy5FCUP7kpI5I9Ki7JlaxemLZ7SkL6JtXwLejoOndu4VWKoEbljGnLjLI+OcT+5JIiNnvLFqUy2e721fIqOsXkJQ1IsPMmeeL6jOz9+6vmrVJbilor9FJXiN3JXpFbaEs2n8V2J3179b1eDmw62dbXKjF7jWm4hWRUgjJlGiBNAqeVRZQLZGGQjo4NXjX7pYv4kL4K8rxXsK44MDA2trCwvf3Wrerq5cvT0vaEt4/3x8b0vJdzszhp3+F1ne3NsbHO7+Rxii9f/3Hg2dhDQz0eP4btqIWxh2L726Za7/Q7R28bPMJ8PDR0/tu+22JihoZWrTp+3Nf35MmdTrugcP8m6Lnw9pdfymrfvFy0lCbztdPq1UEldGGpid1neeNdnqxSNm3SKSzvmXlFRUpldrZCYflwiUQVoMvWsCMsmHu8JCFAn61jN1iellYX1dOh+V2lNXOnUr28pFLI+pr7/68sFe4vkL5A4U4eARNjt3AvQ9sgcOJ47KRB503sGGp0ynTFPyHC4+d9sEU9SnI/SRICExVcCLkosECEkTlXhmRlIB3CCIoxSenwdD5baatIomqIJB6yKQu9TzvdxDKVgxBVQ7JGwWCAZRzWBXBn9JtgTMdD/OUupMwdRdW8i2XuUa5ZTtHYqJqDnFb4RDFRNT4+KHMhhzPfbyRiHIPXFssMnncEd/tfLxyi/f7+B59Td0IfQkfVZTveP/0ACno+v5uiZpl7pyrppfwL5sD1ACNASwdoPakUNEDfVKKjKruS2ghp7kLE2YkI8ZVBs1wjH9A5crcj0CACb7uOmKyOVRlQRdytFAUJZBUEgs5gsWXioCfGYR4kpFRGUghAjkJq6m37f1KpirmEeWSWZ3P7AkKDFmM3cadOCGrpV7jDFB16dU+UAW+VAvE5dFhUUCEMT2piXpQkokaYok9WCXk8QooJjtzc07DyI7n0UWryoraB2pU5i2cNLHmUQgb+gpkt85VAlc/R9vktAcm0WhQEPHuNF1+2YANUpAiITr5gg7ds5SlKRrzdHDxELpQKsRBvR95UWA2w8xeOtZAoI+SSA3N3aiLE+0DEMpkS6V4OygD8DlJz6g2LTuawL0frTmSZMkUQVqOOnMAPOo5CNwMjydhXTTyfg5xMc6tTDsfc/GID45ZLc9jLAHXyOKipM+qcGg0+8jZOuE+KK4e5kebkHeZy1f8y8whsWxryaP/c434D2oYQHvcntN2JoO3PpWQ3a5fT3nnbgpb09ZEWNt2Ucq3vj6sClA7ZbKsi3dERx9yrMMwddamYz9zdIka9sllsa7qG4q5QB1WLBy8V7i+MyAt3CaMTxv7Dwv27cVjs7LjiWjtt5+B72DHHu1t30prbcNs+wfyxfQj6JeF7Pd87Ekv77ua3cEM8nnO007Lge7iSWLRi/KWT0fi9pKLw6zSnO3ewY47X20/Rxq/jimKe5GrMJad3lmN3w+7b99JL+ARHR8firbHfTD9wEDOyoeC677bvhC2H++H54vGuX1+27MYN3LOtj3rP99Dxu8tt9zOJ0qrJmLsIYiF9T76DYe4bGJtdmL79MWdsJtxQkHIgZ9vxrPf857mHJBJ///HxIxuZ6UnLLQ8/j7c+Krx4b//gpRsuSRYI30/0ysG3Lp+Jif2cuhOCYPcPf/azX/3q/v1fvP/rR1CFGyhCNYufzd+kLtVU6NSGbINJp2lS6oVjXvyxEUpTZWUlV6jLNrAoUmNiX31vh5S/31D3cIZOr61NoFZWUijZ2Wp1U1NDQ0RVwrna+g42y2AylT7sGFA1lseHAHdXEdy9zsAq1RDcfaWj52pJUVBJRCNA+grNWJ2JVdrdZOzrDbUwJz4h76Parg65kGUymdSlQs3wQG8tNdSeFZgHsTMhBH+PSIDiWqVCTnc2e3i4QjNDyZ8xbdpvQBQeODwU8hSKUNMEJN6syj5E5HHSDgw8+SONBj3s4UM0hcGwaVO3cIbCHm5iVyYG1KuoCedmS6pyi9zdvgg8nW3sI1i7wczaG88l55Y/0/pAo3i6aYSV/Qy0HYCwWCukZGTrhGIqEbRvVzzJRF/FWEaGXnsRVlHsybMqQqhDvL2IrBYmhHh7xgK83bMqQQ3+c3t5oSuL9KyMNxQR5N4oZJQZqyWdwk0iHKt5Q0WytgM8XmNyECaQ8fgig+GNN9xJ7gjFLXUOFZP4GzD3ULptZfEV1Ab/pGOcwqzBwdapzMzDh/39C8DZHk6w9sGevcDa36qurr65Nb3QeSirtf3Atc3FnMAw540xzDwOZ6tHYdjxof7UwBserUMfRf+gsJlZ6Oz8ne84x/r6ep96QtudnM6fhwXf5+aRoW2LvRu+fMUzLF0t6YVSbnK9UpghV0xYnEkkReeU7Gy1okViUX2bmfvAwFNEjvi6KkC9RWjF3HkEc5/psNwV4ykJChjYYuhQWvwb8P6AAHSms0APS4X7CyPywh0oN4z9h4U77IHHjjFcOcAtSIIWb3J20rKY+MJ9j8ertFdJYmzTwHp4OhjfBBWiahAex1+tM8GWiM+RNOfKhGHHwEEeR2vl4Kpss8s9zB8LSOy53N8KPoJNbkEKB9ZzHJ8s4++PMtPxoTmZzqecMv1xY2n2mHscNAHEMfcC/1bf807bMROK/K8D+O/HNa91cTkF020mDKWWWuEzTrTXDZ+H8DfMup49YkvdHRwePPjFX37/+08/+PDDDL6UnT/XO9UI/UkRX1dHVgYogVwgpzY7oEGQCC5Bc6SJAGLXu4h2p6+zO8Ao7IY6pqIJWdBD9SjcnxwNuk2vIwD0w8hegbnCLie4OxEUT3D3p3VhuWCUqyemQxnuSpzzuCSiV8aO5AN6Rl1TSyOVMoEdA7ONRCJE15HbvSJyZm55wVKoEesTSbmIyOM0EEmU60gocMVS6OHT8CcCasnnRv4vqEZBF8Ha0fJH4rOzdsDOxNLH689A2wEsBQzAAsiWyKbFGK3dRKOQkFLDVy7YvpYXIUbrKl8Gb0dTeXmN2duxUBQ0QyTKkNdls+AlH5mfCPFUEtEYTEAO7Hvha1xBGqGTi9xnJGOwFmBwMAbgn7mIqnTI4PZhx75KYrgeDkyHRqdvM9tcXMxblpAhELH2N33bOfvgunDPZ2vgR95lTj2B6/wLGIc5hbCZaiOT4xoe3O4cB8un73COueQQHvcpj+1A25dBeHssLPHO0XbkdfeGRJnnptiwpCV3+9daxKrYvI03IQRzr7Q+tyHmHhlpbY2tilDDAi/V6gyCmLuJYm2Sd4vQwsqd1OrfiLbJkZFLhfuLqIUKd2f8dbGgAJ1U8IW7T3UPbQdJ6Doq3F+Oe4wdc9x8eBXNuR+/4zXleirt3WZ8juTunPdoZVuxvVMdHd9jfpckvRH5b7Z98ywWj68WRZ18u6wMf9F9ZfklACH4/Mblxa20j8axee32XO6MFTeAq9/FGud9wre+5F2IzcIUiZjMsrK783zkZh1c2xbn7Hx3ni0dyc8ec79MwtwlIv89rR8dch4Pn38LsVr0yubrqTEbY12K5404pqVtDm/udz7OcblnNaGfJMq/mDM12B8zvs7yBggSZg5WFyPq/v4HH6AtqU/k5YXc7p98+pf3P/30D3+ACBSWTpfh9UbGCEVYoQHouN9UKpR2GNkUvgFweH5HVyKdHWkAND4jV1YK6hOvCIVgFR6RSnt7ExLq6zs6DKCHD6cHBBMlufAvWr2wjm8am9FwFYLQIoK7i+sn57i7sEkZoKpC5zdeeUhVSQK1vqWjQyiELPYRjWZgQCy2pLMSydGjySUJjWCXV4KXfIQFwPwhRd400FcvTqhaMIZj9Wp3UC6oBFzp586hMl6s6kUYHpLW2ewmY8d0k9RcludrIuVImpnSTWbVzQjn/mXGXLZPTxuNbHZHxyQ8vKV+AiY7B173Kpg+xN3NfpT5wnKTXBRPDkg16jnWXts4m1z0bKxdAruujFKWiW8YVoobkxdJ291CxdNskyHDkNhbErTwI8qr+tjqjDGdYiJ5Adc9L/Qi7BjOrqy0z9t5kkRNxhrhgNjedJKjGt2a1wIEq+1kgVTqM9boe6tI38JK8W2vTRVXJKSVW622Zk0HqcN9ZVXXljrh7XiSvRaNDWvW6PXYMZACUibpoXgcn5wodTCNkvnf//fyFL0Svi4zrycsKzUwsPPu2qQocLUzGOHh4+OxsT0Ea0+qjooKD76RPngprPDE1sNrN986Nl4YOxRbuJdTfKy9rf/QtqHCNk7m9scbf3A8NjULvO7HvwPn05iYuGinndt+bqbtcXFA20FlJ59L6Q7u9tbN+zYsudu/1oLs9soKAwVs6U9Ldwh5T+wyqK1t6UVFiYmoD2GVFXPvU5qAuVta2ngS8YDQS6OwdMh5SkqUbK/9CqtObBKJUllTkxjwedWxVLi/MFqocI/FBp0Dt0AnFhLLuT+knZCErqPCfZl3IXYMumuuog2RhMMjQ3pcmE1lSGgD5wR579ScwPOkSe7FREo63j+IjPM0fK6MiBELxnn8TQTaGUBmnLfrcs8EBL2VxDi/zukkWbIMmvKEjY8cCbLvAZHnYHHNf8TcJQxgUE6FLrZ9b3mMamYM/iNAAbEvw86FAghMtlaUa5vvKadUG/uTnw9B3X8B21GfFu58voMDGGY+/f7v33//Vw8ueOkomsgagh+zuUYiw91EGZYp6HIIXr/gpebKILdFz68BB7SJezsomdrAlsPfrAHvn0wkCgqSydCEDg75kfUCdGasihhgG+aYsXYOkLsHiWVsgru/xtJAUM1TV3t8UIlMEZmPJvTyQm1YcW0xwS4fMMAVzmW2ZLMiuYoA8YLAFyuJiKjfIQTGrA6Ig7eUbi6AHXg86jNrKfMDZDIxPLyKiM/5EoUS8JuIxQUza3/GDBkkkYgOCx4ol18WsPiK350aACD6At9O2IqljkZ0wMegjlQtaOSPpzYAJDfYi11HchNxIcvIaNcu7ykqgT0LGRGWUW82aoIcI3uJMgi82SXbyOE+SepwD4kYBpZHtgPATdBrL/FmAH5gt0kWZULpAAltE5a+MuIxlsO+0h44bV4KHH+yFIhYOwri8iVY+2rC595D9E7tBLAT5dpOuNwLweUeTnD3aEiUKfY4C6uy0UDbW32jYa14kFkI14Udvj8w03YwzXijC+H558Pcd9m0ml7S11HJAjZhS7f8sblT+2xt6Wg/KYtlvSwpDqgD5m59xjJDfOsfPjqXvM6eFzCFID6XvlS4v3haqHD/aB+xmWe+/PzQiSUKk1gNtdruZhjDF+5+Ppdp39vVgx1zjNoHm0xPYczcoIK37tC+HYsviEXBnbSXCluxY46XO6NphTewb8JxT3sqbegYNlARcmVSycIWeX6BsWW7tkbhqnrJt1zioqO3r8BGwP/oRy+T+m9c78bSzmbizDK8DSnM/rJD4bYFMyglJS7uB0P+VnnpZvH8wo8NOg3mhWN4nd/yzanO0T1rMXsGGLs7My/5NqfvK5j/MJ5fdfiJI86xN4JtXEJ+G9auS79zaDDzzIp5Hnie34825+QNDra17omyXrthfGvtVc5Uc8zjvS7Vllcnzw0r9hzeOp71p1/c/9WvPpyj7lu21NS87vWzDx88ePTo/v37n/7s45pNOp1anZ1tqFOP5MtndKz9YyPd+RVGtpQClnY18HdlpdJYwTLVqSuaBioTZX0yaQXfMDKi18tktSClckZnMnXPcLtG62eTIy4K6pUdwhm1oVto7EqsT8gNkRSVXFQFTKKk8zEWhJx3VdaLc5HrwFOysmR2Qjyq7RjWaNTq7u6Kiq6u+vqEc5Z4JF5ytCo0QayqH51UNsmFM7qR0u58TQWbq+irFzSG5i7I3p9qNW9lCFLyrFkJFyfEllKpakfNalGprEbE5geUlByFh1uaI7+gjuaqBJVX2PqZ7hG1UMNVauvFF5Mh+/6ZlJur1er1LNaIerijpbakanE+3vjyWa1COLN/RMqtVYUs6G6HXa9ipaYuI9+onShaAF3yGlXCbq8MRd9Ru7cgPLcGpXoLxSiosvfsksrpLTVGZbkdowxVoHutO782hOx2wtOtMV+3RUc9RzLu6OcWqcuoaawiMws1TuY7aLRkBnn3Kx0ODrW1+MF4Nzl/f0YLyVeGKi11KE227hzz1ZCoICX8+om9zemte09knrl79XCS/7dWOPKqf3TgQDMoL2/r1qtX/Q++9ZbLgTvN7zQHtp7pvHX45s0bewv7s5iteVs7299rexzm3NMcmPMeM6t/8FDM2WZm6tBx36FDsbHQDzo6+qOPYmOjo1etio6OiysrO30aXQhf3vUcNqee9B4/89ZB7IVkSV8ruR9VKeQZ+VytxVWBF1KiMGawlJVuFqeHkBCFIiNjWFlkyeGrKo3814a1lhbF8qoWY75BrrW8teZVTUilhhHxRYt/c6yq0ulYrIlzc+fepcL9hdFChftGV2y96OiITi37sIEmjo5MGMMX7jzGYRgjMc6/4nMeIAMeMaT5T9FW+eLtMBLXYrAekmD8zcHbSJPcU1zSaW8GYhwjIIbHdjt4HLqnkh21cLBGZvlgEb89lztap8C3O4UxSG4h7TfrDOn3h21c5EgF/oVOp3zPYJk7ivd50wU75UH/Qd8yp3B/XMlxDfIW8FsN0lw4Tqeds3DhPj9y/Qh8oJ2utjc6KS5MGGmzSb7381l7o+3ll97/xVPqDrnuAMlhq+offnH69zvABe8gZFcQ1L2GrwcIzSLCw6UyGWByBKBRrowK8tuR870mclggFh2V0c25LWw22jBIpXYQcfAZfCO3kQiAQV5tBO9r+HJu7RwcR9z9aY67wspt7CZo4HLN6J7P55ImuCcDKh+ORK+PYO+UCm5lgOpZI86/WiqJmKSXEv77bL6eW/ufJd5ERJjD9EspLcSyx+IkCaLCfs01XiwZSck5Xyi3ZYvXMIlb21JECIyXyT4kN3c8fI3U/v1ERZAvXxNg9zUG0Dc5VNhJlOGJkEneJn/5qcwOd/JvkgD2fbCpZJsOytEqFFn+vUT00IbjPZUYGgB/NVPcd/uHcxAcLwtjcq5/fhYWBV9mwkXJ1/dJqszm4CnmS+Bzz+NEQX57MSfW+yUIujrgus/HhXkJGHuMRzEkysTSdjgd8sgkctwhUYaZCrR92Rx1JzzuqHeqvdr7Cyna9zDJ3qwlfd2EbOnZ/Carq4I5Cmbezz8iArbNYJi7jm29/oWYu2Eecz8qu+Lw2vwILjb7dYfeJ+ffpcL9hdEXKtwP78NTMlS4v1eAtZn4bYYxZ7xpU7TBm/bNHXj/jWT3DdqyMnzQIu9b1bRvrjqOHXP0iTpOixvCb/ssSBqnvR2D99iINl+m0dJJDCrhB6JpZ9vxk6aM99BiL2MrcD+/s2d37Vq7FvfuN+w+EbvN+wwW4/sdLI6Lcw7EY/zg4G+/nPXDexg2tmH35RP9ZWeP4WLsJSnFscdjSZj71eIfRPcUvmXD3OGIrT2W3uPbdiDJ5hP0W55yJnPI+fFUtU1vqhXfWne9OfXV/swDBfNe5e7la2+1N2f13MksjrK0SHluyK1ee/dYGEHdzcX7li1bXq+BJql/+OWvf/3o159+8o/7jz7+7DOWulRnqDEBEu/WCPPV/LoRHSWyyWiU68BbLpTrjQP0yg6dGtzrQi5XJmvRKpVqtcEgFHZ1tbSIAZoPG0vVkO1e0QUdVpMhsL2+T2nUdKvrZjRNXX2Cc+XuwN0TVC2TA8YK+FeWRgrcXXVulniVvKNBCQm1tZOTUml398hI90yFvlJRKyhJtkao7oDKEyZU9b2TV8DkIqToRtTdFGDvHYrE+lpEqq3++iut8nKxGALrh+WaEdhkIJUqJltqqQlBpMyYTLzGRoVCozEYdLrKSki8P7o42u7pliy4XaExqPPZ2vqShStxR/dyrUIzYsgwJl4kxdJPVFTf2z2SUZcYYA+SIxTdoBx5bQZ4u70Jj2onszN08io7n21Rrp5lymhJIF96SR6lr9nEruSRHpyWvow1xmmyCdzKFQZ+RmUIyV2VWxWMZpA1hz03oXaoGCa7qWjIzsioIH9d/xPdqz58YOveqcL098ZzMjtdNu85uHyDiGDtnVNtZwtPnECs/SDo8uW8vak9U1M5Oeuu3go+dqytOSumrS2n89iZE4HMrJ4jZ6f2ngi8UxgWM9TfzJwqHHQeerW/J/XItrjobYi2I+r+JrD2srJTp8rKUOH+8svPgbf3px64unzDV+sQL+l5ya+8UdtUVyqdTH7qm/MsT1Z0sEqN07kWZ5HycoXCgGHuFMO0DXMXzmPu8SUXdZQRYaPVr/riRVbGjCYil7gwLxXuL4y+UOFe7Iq/eKHCfQobaAL2FBiLZZAsAH4HBvGFO5jVYQyP8aE6h7FT+KENhCEdn+TOgNj1nb4nsGM8n7dQ8C92zNHfdSMAGnzT1eWA8TeSNYc1u9zxlQGKXif7KFKcP3IaJMP425y+7X0Qu/gR5cqEiIRrmBEYA1t6GZ65b2DEAHN3wTL3FJdUmLIYs/WB55Pk+3OnaFy8zwYG2moQw6y2cbqjvKAYp1POga7zF0V4jPUEdX//wQNL6o4w74XPHn3ymx2/ef9Xvy6N1M8Fmmi4XK6QcLgL6bcDFHO5MpqA2ggVWwNBIcjfrhWFUKnmVBk+H6XKoCx3DRFRY5jLcncTTQRwoZ0dCqiR0wVzSe6SoEbIcUdTgrEa+qdabctDlvnISC8iR6YUotfFJADaPShBAOydwvLaQryb1yhgMpFpobPrCyPrt1opK1lUVL2tYEuqudssitRffHHCEzWCuRrS57myxeHeoqBhCIfPYGkXEaBThULhWfm2Cf3WkiyKtycDzbYxlFrLnAdBaoMBJXArHAz2Fha6gJZNku4NcA+ahr0VvSSjnqJZexnziOJ1yMjWHkbhp/VVS3GPCs5k9hPNTk8Eu35+ekKs/azTTu9tT1i7v39g4E+8dzqlE91T/V1vwOLpSe+9nGpGUvAU7DNa5Tvlcs01MyyOtss7BhJltnuXEYkybQR1f+Jxfxd529HyKSrcn0uKe6AH3t65pK+n4kUy1n4vudX6mFtEA6tu/hJgRIQJw9x1GOZutGHuaJHNZhlQyKrxEpvPwkuF+wuj51K4t5Yto91Zi/e8JHmfBuM83rriGAubfDbP80I/0bG4MlprFD4epiAumvbtAqw7nud31nvXrnUYeoys2de9V5Wlr8AVqJ4bory9V61agX1Cxrf6y05FX5bgAiNEyzll3znUil9UMLvc8W9i3+awl52b8WaZFXcDd3iPY+8G/Pw4J07uaj+GexOMb11OH4yesjWlg0RrXWJfxTN3nt9hYO6DWOa+e/mtvKxtWXmXbY6a54a0q8VnC4/0HDgwv48lzy8l6VgOwKz0a2vnP+xeyuEDOY+z+tPPHLaa8ht+KxF1b/7j/fsfwEbVGhBQd/C619R8tuXDD3/3u989+vT+u48+/sPffvowfyzDUMcamYFAFd1++B/dGraxo0mugzZGM1Jj1xXFAOFv79brKytHRycn5XI+f2SkQi/rQ6bwxMmK/DqDujtSf1urgo6fCRPaSa50po7FmqkYvqIVRwB3L6+anVBBXDnB3WeEw1xty7lZs/1QIikpmZior7+irJCPjLBY+UL28GSiSpyca12S8iQhR4G9g+1dO0mHVyekdHfrRnRCDbupS6m4LRA0AvO3esRXRZ7lRY1Urbarq6JiBDquajTDHX19KvFsycpnts175lbVjw43dXePjUmlfX0XL5aXL24KHtD2RKOcBU8/2ZswuxjcmyCe1rOyhfLbKsscBpwA5ScO1JnUlAaVdXfB+Yp3S1wEby8X9xn2m3QXSWwoSPFulU2GLV19ZIEw8LXK1daxTBXkCwvl5TrDG+BwJzsSs/VyB10XWfRL/ES9w+vDwySjjr1KvsNtMX7Xq3uywmG/lI4d++9rw4p94ZfP5P2QyZza67G183Lw2uqCV/x4joxq1wNbgbWfnZrK3HoLWHtaWnj4iRNhYe+8k5d3/fLmPVevtp8421949kZe53UO50Rr6pGerLa8Gzda08/29w+eTWc290Dy4yCi7eBxP/7RJbPH/c24uLjzb+/aVVb2Nvz3jh00WCX+kgv3srIbOWtT8J0Il/T1lCcvomGgVCdUNj79wXuW5zb07h+TGq2Zey+GuSdimHuDXGfQiy2rfreLKnVpd6TldI6Oqga+V0UTMd1S4f7C6LkU7nvBMUjW5rQaDIgbcZnfSDG+O2DSZ++deg8Cdt/2xyerE41OD2DpsaPjVV9vMKTjC+lXfH1pNDOmsVUhvMVjJAG7t4D7xJCl8SBMg7+lkTDSnd4mCasR+d8kz79HaTxk+fcIkJPl30cxs+wx95MkzH29axtY59/DHjW0M2AXk4lL41nuXwhTjmMCfvwYewIHad5h7fOn/AaP8Ur7jbKy3/72wQOzxx21FOXzX4Ns8po3PvvT/dO/3fGLDz57qOd2Q8rHBS8KBJtL5zqnXhFo6RWItHuN0fsiqHP+9tcR4g0KotPNk1WwVdR4lOXOVRNZ7sK5bBSU5G5OlEFJ7rVzQdirRVUBkwR3X+OVzUa2eauvfwL0TjUbv7d4USLpMmoEWXEnCToHr26aUkpEwqO0G+gqRa8MaLHXrOd/KF5QckAvm72wnX9h8SIucptQUjpa8rAXcT5f8UDbK2Ctgh/ZFbTIbJ5aGVqMYdMXXtJYLUqAz3URofASEXsRvP2orMPhwvzQZGtJRBX8Gq8A0q8IZDlGVNrvmRoUBKk1dhzuVDrFTqNYZOh/TSYjGSXCILUReBcOSnGv+8qkuK+AEJhAAOSrfAs9blpEhK0IPgC5Mju93wwcN18ZGAwOB53Sw8IuB4uITBlnIlPmumsBuNxj5lzu11y2w4XmlPN2l2OQKAO9VZmtc7Td7HFHiTKHnHaZ89vt19//sc5727a+WNLXXfEiVaTaoTvAEpyvhjbONsy9BMPcL+KYOyxPjsis79xDIA1tXtSVeacMMd1S4f7C6D8u3FetIi/cT/juJC/cL71JezccX0k6FsJGy7vX8CVocWocrfAaHtWnFfbQTl8jacE0nlpGayeZdA902R8Mt3FlE1qB9jPhY9fBuFN4ipa3B3/c9hQeWja0B3vc/PxSU52cribhTss8vx/HRDu1J+HKer8011cvnYpJwk5asD7r1Y82bk7BBj+m5Gy89GpmCs5ls+Kay8bjqcwUzA2Pn9/NM7Gn3tm+dr3tJ8xYvy4vyzcm73qabXku2XOV2Xzp0pkzaTZPuDttXeed1LOFHJeUeTc8PL/14Te3txX+cHvmtaeL3Ejf8At5a/OPfxwWdv/+g0cffvj667BZD5TBz3ijpuYPn/3sd48effLpo9/96Y9/+9umuk3Z0P+Uki8UCks3ob6perZeWiGfyd5PEQ53KJXTXGmFycRiDQ8rFCgVXSoFOs7SsxEcVwl6E41S2F/PEkoHEhvEs0GzYGupnNYLdSydsGL6Sm9taFB8fPzK0MYGLb1LWlFaWtot1SuvNDSEhj5pPXk09yJV2zug1EvzUcg6cHe6QtswkVAVMh/i8tyLkiOo4LBPnFR2sfXwioXwCFgvYLPp9MTE0VEqtTGhKnel+39WHH9pis9Npk40tCgqpzvkRHS8XD49nZgoFpckW/b0W6Tg6F3sTRxuQseOzU5MTEiIX/QkRaENYDIqNXWzBxrE7ouwyUjca0fZkM1fMdywYP8rXsisrMs0VipsUNl/RStD6mUj2Tqohu1lAklCBdC519Rbb+dvHMWjari7uxhCvnCALrv7FXYmCQiocWgidbivjh+FXsLToWRRkSuNeods8hvF4dIML5XNF9esqlGjg3qxe4Ofo1as/1H49c72vL2Be/P2bm/vXLfHnzglMaKqr13OzGlra5vavpdzLNw17V5USnFxXh4TlJdXXAy0/VpmDiD1wqntnM4znPacd1LDwphTN3JuBDJTU1OzCt9hvlOYGnPkUuyr0G/pVeiVutGX+M+7pwhBljshGm3ZsoWq8GfWmxvHM5en2Un/X9LXUqvjkxuulFLkSrF5CxWh+HJZpYk13BVqcQNeHkLn1vEHFFUWZ4+jcLrQsegCy6SnIuokNCEZCLWkDJJRWfZ+Lj3E4pzIi6dz92creuGsulS4vzD6jwt3xC7ICneUSU5WuKdAH9BtZG1O0yHzeytJ6DoKNEnFhIgj7Q68Q9vJIUlPPwb26laSPFx/DwiE5OBfzQYOh0bjkMTDr+MM0ZpJuqce5DSTh8CgSfHB6/AWPX4Ak2K8KyAUAxNN9hY5HjvhuOH5pb3jtsIec/8hAPJj2OUPhk+mb7RTITYBX+J6y8nJ19cfu3N3HWej00fO1zFx9Rt8rkGIQzQzZ76R/xvfcHT855nTp3fs+OCDjDfMHncwsbBQIMwb+3/6048/fR/c7o/+8NeKUnC4Q7I7WynrgtALlN9ihO7/dIJqZ0Pf1AlBCxG+Dl1TUWNMgWAYLMII4YNXG3ADypRBjB1lyqgIT7Rlkrs0YOJzGlsuqGcjmA9o3TbFXSISC+hcCgR0P+mcKiYBl0irRUepKtltLhSlBHsniDaKX78N0etfevD6s8qdKoAmrELira5BrT/wkfWLE1qvqGTVEcseHc+6tBAaIAXank3hkmakzNPRoApwtxtY9XaY9hMhK+l+MM4vaP6oipDC57oQb0eByVvmp0HMF0pJ75DZ89OrIMvITs9Ucx5EAywY4RUvokNOhVW/FSsVwUfBJ1/y0NhpyIpuKWa+AinuUa6cwBjoVbExLM9lj8/TE1UBwdrLvD8KzJxbhRUFXzcnuHM4aDHwoH8g823YGLTXI8nHxyeHicrwsx5X/a+6pBJ9UzODO2HjjRPY5Vs9msHjbqbtiLo7E7R9GfROnaPtzyFVJovpQ5LWtqSvuxK4+bCYZXm37ilKJvKprFo5I+aewRdbndtwzP0ibPXqDrBk7jAdgfCtXHxoOh0Favmlwv2Fkb3C/fqyHeSF+6VLsM0ynLxwT3XBh67sS42lxXXiIxgdx9t20U6cwdfYm/NiaYOZ+A2hjMwbNKc8fOaM49VOyGcMnN/v0yyf4inSQEhJeDiNxmRixxxT9sTQhgrxCwff2jO+7Dy+1Sl4/JMgbCy1wA+7l3RPqtOl1Otg0LQVY8+xVXGp6fhtvUl7tq0KKzyYhmPuUdfaTsUWumDwOFzQrrnEbUu9sx5zxP38bp0Ju3SWeTjF9uIuYew507pxcIqTYvtA3vp9OTnOzlNTSZgbkINJW/N6nB9vv75nfpstP0bUtWNTzNTmvMw91X7W7+MbSUk//nFz86effvLodx+uueDllQ16Dch7Tfbf3vjDx7/73YNPHn3y8cfI7W7aZAJEnk/Jl+ez6jap5RXQbFQv1ZjA985u4nKBu09TKHy+XK5QyGTagCtKjdDAnxF2KFsEiLsrlGz5iEldqp9W9KpCq4qSie2kFRA8MyJnKysbBKHJ0IbSLblEUKuoZOuBHZciCN3bS6WGhJg/UV58VTJVHNBLV+rl3TA+I9QPX1H0NogTkkMwv5Z4SW5yQqNYNaqlX5nmstkUCqLviMHr2dzpK/S+Xu2oSjxBTYZmpyu/aKvTxcgPjPiwGtDQknibDq1fEWcv1ckrprsSEwWCp8sLzya35AhBi5IrF5rGhBolXaDKfYYM8KJQQeK0XAe0XTlqDtJfUBEJlcq6TbB9trfEDtM2yy2ZytXzx+TD1gnHtloZIuOysmcW4O28kIvy7gt1Mq09eB+RIDeZTAEJ5LV9EZWebShtCiF9qpAQFmv/pgRzGgRGVWL2BZaUDIt7hkRkZ5hmyF7j0WTdhVKhBfizEkpx19i7pXjO8vOLSrlafCwzLzAwcO8NiJAp3pziw0DHkhGVdM0lc5xg7Xmcu+Fr09LSCsKvZra3tYEFfqqzc8+epKTOzsCp5sLHzB9zbrrc7RzfnhWTVXgjx8PjxvY7hTHOqcz0tnRmVkxMTE8qeNxfPeR7/FXnS0MWxN3baSf8B4Ro+5dM3JctCyu8fG039uqwpK+/isSJcmFpU8PE027H8StHE1lqudyaud+mq01GbgKGuVuSjVwBnaWTT1syd0D4dK8MpdLyp18eMiw1bYL6fqlwf2Fkr3C/7PQSeeGOQmzvglcQJ1S4kxurY2inyNqcInJMtp0+iRNDuxSId66IXLaCtXovdswcAROGt8Ps9s8Bc/UZ7BjPB8JqfH2xY9A9tRna7OGpuh/jJvAeklx5R0dvyDQgS8Df632apNkp2h0Q5/QmLicdCcXA4KPX0e6AOKftJA1i08IGaavwWw5EjHZIXMB3nfVjXIWus7EuuPsoTwYD4S38WsU9nzb4coR54O7qdvvfhfCcbR4HbPcHeELq5T/+8ftv3v/gs88yCOq+BZBDDZEnUzfytz998P5vd/zlk7/9XUPZNMfazbkyF/iUgBZBr9mYztIF1CN/uxeQeS8vLnc2aKVIKxsjphOyGyAMRgKZMlKi2WkGyxiQQHTaDImo5cqhCSuKgzcGqD4HqfFUFddotn2zWHT6/HQUiUgVMM0uBe89eq3QOFUmWKBvKi+oikql07lcCsWc24JUx+qmGLlX6AJofRokWqgI/RK0ElpRgRsocuaJ/56lZhvhuH2h0MpygRbC19HHgaJ9FmbgVgoNYMNayqbF03ZHR60M9XNl0xezPFAuUMA9oNqKS2FVFUGBSZUL8Ha3CC1sgViAt2tlBoeHkfby4hHVtusjj4hAwT7k3yjkcBfKyKA5L0IFy0WkwTCNgjFImCd7o2gtQP+sn+KXKBHjsMudsDjYEJQVeN3q2lUQfIZ5xOk0wdrNpMbPf23gHcLpHogWAVH3VF/YSDVI+Nx/5DoVVgZ56e0uyxm3PGKhFj/C5Lh2BkJXVEhyz+S0AW1f5Vw41zX1icf9XZTijjzuz4G2OzkdILmmLun/Q1UQBsOPVFr9vIiOC9bMXSJCYTDWe2TMzN269wJi7qZ5zL3E6zX+vMW2WrDdKZYK9xdI9gr34Dhv+4V7eyfe8nEMDOBkhfvy7Vk07xskcPzmmZ205ja8j31fcRZtW+Et7JhkD7RgiiGB4/fWX6JFb8SFmcMD0445rYq7gWXcUICuAuE2WiLqM77xvNOZ9dhAGr/DMYecnFPwkN+RySxbdp1kreJyoO+yd0iM/Otz7ix7m8ws05np7fReThQW1VR3vnMqZrsLdrusyIWz6lTbDVtLOnqLb11L3RiTGpwyrxsqiOe3vDjn1cHUG9cwx9XPr7g4JiY11cXFz+b1bGBcddlbmBV2g7PH5thJ0qpdzgAba8vh2O4QONd45p/Njz/55NNPfvezNbCRdM0Fs+G9Jjs7w+uzz/748e/A7Y6w+2d/qzMBa9cAtM6njGQbEHUfNgIeH+HD/1Yq6XSlUg7As7R0eLqvN2C0L9HIRu72CnZlogDYdn3vlWk5hWXSyY1KWQOg7pAScUMi4u7gzZbrCe5eAryCl1slVqFQc6GQxaJQhiFJplYw+7n5mxefHCoWaBMHpvVyCjyUIpQOKxV9o7XUcyTU2NN9ZW4ulQrp8qMKRSUdesCCWV4onAG7/AxFCksHXOUV+mRi72h9gwrK+IRQROGL3BcOOrSj1fEhMElyaAJVLGgY7U2cpCuHm6SRlBmC+2vApl/Z2ytQhZYsxleOkzssWoxCqE8kHIL84enE3oRzi3e2r46vSqgF2l7K10kHFkvby0NaeuWwjsIGd/vCywNF4lGpMJvFVVg5QTFCvH3/hW65wC5v9wuBDMcL+7mJ9t5keYgegksHRsns52gThABSQzX27CgKhVWzchs1yMcuNFHJFjYkvZUOXnTSran1iv0OSpLX5xnfkp2xafopEvwvakVa0p7rnTl5eXnvga89k1McnjJ3FlkRtfbagTnWPm5m7YxXksI5W6em0BkFnO7h/v7XruXkMJmFha3b77pcLj7DaQOX+2Pmicz2nPG8ZmDsP9wOYJ6Z6jwItD0srCfGGdF2RN0hSOZNIO7vxsURxJ2g7Wbi/qXq1KmcnOqo/8WBXdJXRStD69kallDWYPEDcxOMslhyudii/ubFI+SkxzD3aRvmXjqPuRdxjdnZMpnlKaokVFMKCVNLhfsLI3uFezjY0e0W7oEe+ACYy4E/Jy3ckVf7fCCJj+SWSxnAEDwcXw+Z5Kec8fnoKHR9h28Mdgz0KkTt4j02KAKmjNaMj4AxG/nJcmXsxa77E31JSfa1usCbJDtyUa52lhUgWYa0QewrPm86bfPdg8lJR3j8jO8pp8fYGBhPRhSEr8fhLenmFrF5Lvg7ELQ/IJpJ5rrnOIEjlIFdWKgOPguJDO3YY8dwdSGoO/ZzDg7++NHvaffvf/aZGUgj6s4Hpr3Fa0avefiHD97f8fs/f/LHv1aMwNhrrArZJN04lyuTCHgchZms8fKi04OCnsSIm5t2JlCVhLs9mz9MnwB3e3lQCz2fMMybIp8sPa4E7q4nIDTi7g1PgUhEhEzGQu1ZwSwvZdfbxK2UB4kDlGwKMd0FLxNFSu9dHDlOoKoEqHwXUkxE4o1ZNfwRijBymA6bWAMQhT83l3jzH8pNNAuTCAIS6dNsOUVNLCwgvUYRsju+jIz5o4JE9gxx4E3z+s4uQm4ilUwKR86LP2x1NbKrkogZiPapY00swt1uzkq/wF+E8eMJbyevtpFWQrdDLy+K/elKIjLguzZhJ5dHEjQJnXq59qg2+gKTO9wdHRP52V50YskIJ8Tw3rBuR2Apc6YM/tl5oj5Y0gI89z/QQf9jHoNEFAzc21vtlEEp7peAtccGHptbW/TzqYaWp2/DSuyUeUuVvz+TiTK9PDz2+eyGTBlfyB6OYRa7RoHLfRXtZcLlvhU2BC0jaHvhHG1vg0bYy7y3hR0Bj/uuuUSZb3p/+znQdtQ2BH/CXNL/k4qoV6BjKnsec4cm01yu5Z8h5p6NYe4sG+YunMfceRHQkZnFsmbuldzIpcL9BdJChfubwSQVr73CvXjvNprzOEn7/q1TtNOP38OOOR5ed5oWewR/q/CtfVO0k+92Ysc8V1TvWOZ9aJ43+nOdXfXSy4d34/fpXx2KpmVFYSPgHR2zsmi0t97Cjx1u/wGNeQBf0y6/nEd7+wZJTbt2bfSusLOvYOH4vSjmKt/+u7tx10y/gvCN2+KcD2KfcsWKxz1x3pzNuCWQeMm1Vmen/puuuIUFSVre1PnozMzdtlgdtPnmq9E96deW425sfILbY48cCQyvxk27eXNh4aFDN28eLLAdXF99rDUs9nFe8Vofm4PgF/WjzBv9g82t6w4vtzH3VIt/3J4V9smnDx79+tcf/hIK4S2v1UDCTHZNzZjup6bPPoZk93988vGf/vinD//wWc3+Ur1Ur6d0j0DGu1yqVA4PazTdIzU1cvnkpELB5UZGjhkgY4bbUlvfoJV16LtHDAaKvGuydiLh3ITgdhdbOGJglVZwJ+sFjbMrQ3IT6rVdw5EzY2Pd+cbhPu3ExapcFCaemysWX7mi13d3q9UzM8Pcvj7xhGXAuaR8trFWq+ga1kfO6EZGdPlglleMNoipCbNHQ+xls1QlR0SoBFrtbcVAl5FdUQGdYWdGWN2QWCPUyPUV0BUWonKU9Mm+UaR6FEhPCF7+rB1dnDD/mUpVDw/r7auESTqMenmkBhh7dynEEGgqpGyj4ra2RUxNXozXhETuR6sSqLV9XP1MKSTsa4aV9archfJdLLSaFzQr0HbpZ8ZKZ/RdLRH2C+Y58XgJCZOVY/vVI11XSnIXWovgSYJUinxKtpqrWOiVlYf0KtRe+ZEtjXb97SsTFB1bDNIue9Ot5mlv16yJbDrnRl6j5bY0OfD1veY+ATgdPVpXZzBcTCaboqhKWWPS9bqR0Fte7kz3FkMEiYl9NY87k7GlluT4rZytdNgkJevr9HwEuVPLf7T21mXO1vbxKWb6nfYzwZujVphPkisK9q09DEHugW3Mwjt7My+7FuyGXhoprsFbM1tbw7Ka79x0SUpafvDq1Zyc5uaenr17L18OP3z9ZuDU4GBq1t72rce2bn2nvz8263Hb3rwcZv+RWGfnnubm5iPbtm0ccu5PPfIRZLdve/MjaLm0alV0dFzc6dMow/1LL9x37BgaysyUPHNjhCV93eSeXC8V1lG0qpVPf4BuWm13d35+o8USnJ9bpXIsw6hIXvn0K1PVON2t09EbLRfakrXK1/YP37aYzDN3tqIiI0OlsvgrR0E9GOeWCvd/s3fmYU1daRh/SB7yR0jCQxKBsASSkAWEB4PsgohRCBDGhbWCuKQIyCLbICUgwgB1AQQERBAQFxDFpaAo0hGty7hUC7O0pbVTp9pOnXEcZ0pnn2fmOzcgidwTaOsszuT9x5aTXO69Ifd+93fe836vjGYr3LHpKIYKd5SOguPGy1mrwS+I4cYokXzEjtzVYm+2GmAIxmNj+jqAEB65q8XUdCuzGJvkngRhJvucyX8lEQGDy5VBcBzXPXWTbTzgmRDSMZCvAZd7GKQI47rOvg4p6djwnCznYwCQMHGZjlsZp+1Wk04saJk7wxBzD8Ew9wDWdWh6upt8vsLR0c4OZ9mUm7FgUsYXGrCSRliyVgCRf4807caKmoao+8MPPn0fKvdJBN1POMkzAEVnvP+Lj39HO/bjL/7wx6ZsgJYtCoUiEiJDUJRJryhTGKQ1pXO5VKq7ey0XRdMoBQ30QHC7lyrERBRMjsdtIst9JTWIm2h9BjA5h3vJXWvxtnCXTXL3bA8fXe4ukQiFrR5ocyYmUZDhfmpGS1F/ibtIwfcAezCSiqKGBqzDc00kRz1AEYFvA9KO1otyCICvqyZODlpHinIo+Q3wKqxaPVBYJYWSQ1j5p6XiJMI+NcB8wHeE+FMKFjUTawPWwvlr+OYZJBaSTHoLnM8MSuTcabtEwucPmgyCCWQutF0u1cDH0USpnd2vHUhtAZJuKHYdKcY9HCYXDEbBIFKWCI0IDG9KBrFIYkMTMyIR+iPGP0S8JQw1odBx0T1rCJtrC2YUsTwDmTLIhAtr4DCj/xqh0PVqIghmpxPLWX/mMI1g7Ud5B5xYz9fxLGfluvrCFbiRdQtW81uZjbGOaxPcnZ0BONgecboCbpdRIO9al/tRniVrie1xmELdwGOz9gBtZ8Dkrpa2l/AOsWPhRriQ5wdTgYi28wDj73/phTuDgbvRGPX/phj3AoHyxXk7oRB95XV/gppKzGTuoTOY+ynO0Asb86dSTUw8ALHryuhxf5U0W+He85N40jHT2FjDhbvdM7hGkmjxuhU0Rl0E6ZjpjvLT0H2CPA/RX76iZNWqI5ib7Hq/HtoVnKulJnYDLcyNfF/TjiyjnT2OcbXU19No1dXkY2OesSV+vvWk4Fy+OMuLx1v2PcyDxB3XY6uc3yU/EOcBJq3xHvmDhJnzmxuusMvIQ9zK05gj7/jWB5CVwmbR9yL28XbWk26WYO6n8cy9cXNjCCuJzGezPOlebOMj76tZ20j2KDr6yJHDh3fvNl+yaSZXlyedc3JtdL12023HzA1LkurLql1dt14jo+7R839SExvx5dOnH3362f37Z7LTlRX5FUDdrbOV+ZycjD/+/otffvz0l7+ErJn3AbtntLZyuWLx3hxBRguFf6Ojw8NDLBYIWloiI9vaIiO7u8f35ncWhXZcykwu1Vw63+qRA5Tdh68ooAaeOpWsSemFTqlDOS0+KUGZyYEJ8nkrEwjuLgbuTiG4+3BqKuLuFhaVlc1t/N4iMad/L7RgPX9pV2ZloLR9GnM4WLS7ywrazvNb1WIKFMlRRaH8hkttmcnDlRMJLrOWyvKN0uAJ92GRSNQcHh5+vqEXPO8+QMnByA+YnMN54CGO0lbk42Dp721thSayM9Td29urLhpH1X1UkcdeeNteMLOLxSh7h38+JbytIFMEpv6Ns9axhjWvPaEyueASvzWqJSdnbxE0ny1wn3PtjWQhDw7M1PBDT1TsFfeGZ86NtkNJmarRREVlCNRckWx2H71Fe2BQlbKCIw7X4Mm2Vu2p4ZE51kU+MsMQ3yGhjZut3FtlGN/LRJ3pLVGGNjVvIii/s7822MBmOjpMTBQK/CZ23WhZ65OJW/0qn5BlN0VhG0SlTlCyc/aewoxOhIeaJOp1iflXatu2pUsvXry3p6ZmdPTZs9GyPee2p01dVRdHpyU5n8slWHtIWe65JGDt9t8LSHI79+bW0TshEc+O5Ca9G22bZH7z3lYnV9eIiOPH6+vNzXNzd8Z2HQi5npt79eqK1Tsbvfed3Ll7oCb3zoEuX29X9tYQXdo+kpf3yNf30SOv7/N4kN5e/NqxDaDCwlWrZqvEv5E2bIiNzcJkJBv1/yb5ykB+qJIT3teuc1+orIRG2y3Dw9M9o+0tNARzd2+fnlhLraTPYO7tka2wsQId5u4QHIxmiHUBPqyKMRbur5BmLdzJ3camppaWhgt3nB3dzNwGUAjGjr7JDMXjYrozmdoACNmKaXOqTUchd+eYsiy/j01yj3bejXdqm5mh9ADyMW2DWFz3VBSeg10fgKz8uHO32HYr9tyhbq4f4pNlVkBgPXkIDFohsBobn4OYO8BxHHNnwaeJm1rY5pgLBKpxMsJhhpycSmg/cnqddHIh2nE3OO+XYWLrl7OOY6m76fxTv/ntB4Wff/7Rp9ZEsoyWuhOm9CI1N8fk/i8++fzzBV/BQtUzhLm6AxqeogT3M5QioZBK9fBAiJnDCRLGSUqFLUSz0wcezaIYMDJf4qJum9nWRfxSKVraOF8YCe3sgLAL9vJvTwJyC+j+2U00YiVy3HWfo8AuD70xkCVdBSuH+gh0ry8HiZSKmglxiHT0M4J+j1Z6OBWHNw3KxT0QDOrJQsTh6RAEQ/RIItRC7N0MJT5/QZGHFstrRDLYxDfIZpyLgkXhxFwFZNJ71H6bEi9O2szPgY9hiBL0TfZNKER5QVEep+aUf98uaoBoeA69b7YXajMXsmfl7Q6SUgD4+nZSEvlQzphcMmiV1ybKGOzfhCaOpAYOs8Ggw90FuqZa07EZ7zJhvoFMGZRT4TE5A/Wvl6OjpaU2BibMptxW3+2Y5nyEnQfZMoi1T131vmd+D3JlNvAOWe4hOkLYO15mn4RUmTxLS4R1zM1R4NWI3XFoenGL1QgzsXbMg85Z5myIutrA28pisdgEbWdbsgna7uv0jPC42xE57osYx6BFNw14O3ROfanCNb4w6v9TayRUwOSJ+hOViLl7eEh01sZomXs43LmmNX8Gc9dubFaAD3W9sXB/ZfSdCvfqMlJIa7p9Tx22+JSk7aEV8nxJx0zlcq/C/bR6zLKtg3nHaNVp5H2dFt85SdsQj5kduLjHixa7mhzHL06rKdyyD+PAkct5vA0byFE0PEh4X6EdSSMfXG5zndZjQz7pYLrEgMt902IbcLLXRJOX9Wa77646HV9POmbqfO7wBtfrjqRm/sWebwI42r2EtMIG5r4az9yXOFf7nvU9TsrcJdEXd8fm+YaxAkifF86diziwrPHe1WiSfdoWfe4IG2KTc93KSYC9JClrd3VX1/VRt+3fm/HXuTLur3+9vvPLp5989Pjxk0nqnqFMb2pqqshJbPkZwu4wCNz9U+DuJr8fL+ruVqvH93Z2cnK6u1NSqqrA395fUcHtbtPcvt3QoAa3e35OK1+TmZzcp2joFu/Nr8iJ6r0kTK5MdR8uaOtoLTqR05kTpb7UljycIAXunlrQ13CD4O57u7vB1S5LSNC6U1ODMwsiG1rVLSc4OQ+iqvi3+0SyUwntMdNPd2ssXCBoRRje0VvlISaC3sch66ajb1dycmVgQoJuS7vZNG+lNDg4eH4l4vAiUWlbELB4rVIabgBEn6GU5y9QtBUQb3rLPQE2MSvvn5v85WBrH0as3Qd87YnjRdyGtoLKWZd96mujS2Bl86WqqBYORXwjXDbXfXNxkcm6u9PTxeLwtvaNsxfuMYGlfLF1p/iGaNZWUKkJDd2qptl5u7S0Qdm5t7XS4IJe98rE/IpOkQGrvH1McmhO9nifgQeeiYn0dA5nI/Yw41K5hhzupsE3uk0uZOpZXHUlTIFMGQ2uNJeN92e3rjRk9X8JspKYBXgmJZ07l5s7MMBmP7uTe7w+a2zx1AGPRS95ztqvE6zdzNReEr00ad29I07s2IidZSucs9bbBqRdXEc42yPKVt+6tWTJunWrV588eeDA6OqbrHXrdoc0NroeCHFaXbN6tTdgdUTbq0MO5B327Wp0XcZ8L2/zYcDuvu95vXbFy8/3LNwJihnFfl6FoFUvNU9m4ebNR45EY2iMUf+XspCe7+ac4N9O0Ll8VlZ6QDhXaWnM8++1AzD3E0NqfmXqNFNYOZO5W6ROMnedlK3KSg6npSVVZ/OwVWPh/sroOxXuEWxy/I3s37jC3R7s3xB8RToGymPsp8XbkqMtFti/YzF2dDOwfzMsLUnHDCa5o7h6BuM6ZswUARocDMky0D0VHSaD6UQ6BjLkct9u+QM4THKzur1jPW2VK9Y8HwLNTlkYM38AKwTbawqSLw0x9ySWL5a525slgffzMC5C511zL3CmZjmSz0sssVnG8GOGkWbMW5lFW44C4nIln0eJk/7qL199/vnvPvnFkwvaPHcB6qeKqLuHmhslGHz/s0++WvjD7//58eOf/xw6p/ZOtTsVCFDoOp+PstIHrbshzX3CvUMnVcYFsty7KcT/T2a5O0hOKWoJczo0xFTsmuTuDgR3JyzzFIpCocs/46S7FFxojYk0RGmA3qlk5TiAe2EQN5Rw4E/mpSsU37Sl6H+TUIAOuPiJdQGJ3HCRXne+uWr+ZMRPC1dD/QYPMVQqilkRCKgGglZ0hVoUrrUOnUvAj0bRBCE1s7Vg1fJ2/TaFJGqAdqdqA+Z0NI+SQiTKGHhKoNNNTOgG+ryicAm8wx0OHiZkBHhjP+rqWjBjkcaUCqzTBQ2YsZcmB1tP1h5tCIyTk/OMdTKXncsI1h7htM5xCjaY2TpDm9Mr0O60hpjpdDALYNXYjcDlciekysAVjsVC7U7ZbHPz5ZOZMhGQKWMOtL0YXO6Iti+DKdQe5lbWCiJbps6yDNY/FcIqHl/IcV/I84I+GiXI3f6yeTv2vmXU/7OCIQ6mU6HR/ZG7O4qDQX2+pySXRMK3Vb+5BJ6563nn0FVEPxzeWLi/OvpOhbtrLLkvAxXup8++STrmP+YMvxJbuB86vYh21ZO89IxfBi1Qz2F6p9pY0hhOmEI5YOnZRXm+uLnIWz1XFoTgAiFDQmg0N1xRGr+P1lhG2rwIDvNi8Wt2d3A5NxHMowvMy8lvnWlvLlvknXt5DVlZbx9wuWfEd9li8gcm05q7Xoya+DHSt0a7DZw+G5G7nIyqW0kkP/rR0aMslkRChuuXut0d6fI+57mcZMMOkvKtd73qVh8PIIX55UsjvA/n7bm543Wyg92xbsAbANjNiwHRMzZtJYElZd6uy9gHDy5dOnPZcczGv/3pN/ue/vnpR4+fPHlisjbbWtXZOaRssh7sfDAuTsxXDj755dOvvvrzU0ig+ew+UPeUDp+inJzOIW3r/traKOitqlSFqvvA2J0SWQRe9wpBKDeoQBYoKqXfKIItVPSHRrYlVwYHxwVm3u4OTczJqOhvqe0oSEZg3Moi1b3tko/PiRNKZWJibW1BQeUpabucaG4a4yLLDO/woJzgDClP7OXWXtKIKt2DpS7z9Fqf+qdOwMvo3a2w2JST0Qkh8era2qAgiHg8lZAglcbMc5gdHP+XyGJeXOrEqeSC8Eh11Imh/P4HRb3h35i1o/M2cUoY1FrUqcpPrA2XzZ89hp2Qv39wcFDQiRMZGT4+8+fPftIcLKSnNOoT6RVi+vxZLR/twZG16YOh3OFUg7zdaiOV3qnMr5LhrOGEYiDB3XqwIdzQphJKu03Sxbfl2Dhvf//u7jNnNHp3dH0l0zlrQzW4PbGaJ1OlqxLlmJ2wsqp9oBoUYTrOWs1rzr7AMfDQ8F21xswsICBtSTwrt2b37q6u2NiDB5OSpvbFas3i5QGeS5Lu5e4O8WY2xq44mASBV1ZrNi0PSMuKtynbyfxBY0jYuaWeksWejm63Vox2Mev2DYRlvRvg6eY2MHDoUF1dTc3bb2e5rRh4ZPeozmn0IOugzUnm4c2+zK2Q5c708xo5e4C9+k7j4dO8HuaPTjY+euN0z4jde349xRtOb/HiMUoWrlqwYMHL9LcvXLiZycI5I436P9bKcH5GTm1HsA5bSE2lUIaGRFSX54lU9vLmDo6KGzms05Y7VXYjP1GsCJ5m7mvk7twiVaKwQDe7va9PpYqMdNH9ohsL91dG36lwP8R8sXO9VqhwZ/Bwi+S3w6/EFu6xzIU0G3NynwhC0T+wJLefyM2hBROTSToGamQswlrnzaEH6AGcHZ3FAis/5nlAbqB7KlS7cPbqCJ8liQy53O3NVkBIQhjGPI+mFo5pg4lnasy2i+GHSXMHvu3UhWl2Cppi7uRv1TL3LAOGfmw2/yazO66rsP1w7c3iAW+NOJG3h9JSdwiEx1H3P/3hS+iZ+sEn939vTYDeIUoiQd1VlCJoYyEw+fmnn375Z9qvnz797DPC4a5RKBAkt7bmcqXSgkl/e5RHARXc7ooWwpye49EGqHejFKwUhG2ew00huKxcGkjvnUxy10mUQfBey93zOSmKBD3f8Xyqgi8m0lsQgqYLqYRtfqb8qTJ6h0fRlDGdw/Hw6KDLqC4Gkr7/uzR9oOkCMfSInQPHJpNMWATBPrDAgCuCOP25ykE6H6Uco4T+2V6qlYs7HeC4wOO2Iao9JYTI8/UgF5mmePsshn5kls/nGF5r2wwbMpgoI5VaW7/Y+VBfDbDyA+9wn0cNgowlLDSXSx6YdHJwVX8cNdKkk2vgoeG7ysy83qmaAOWxNjYvpg1sgp6pW9lejNOQLjPN2u3NlrCu271G83PdPXl1kzjWsxsJp3suLAhysF0K3VNByOduZmZpCSnsjJPspbbxrFjC5c4yjydoux9zYJK2M53YcFcoBHy/E/5dxDgNs4oL4N9ibdfUl6dFvEfkfauNMmolnfviNxUx937oUaH7WI26LnSTMHfdb6mWuefrN8BGl02hUOciaCzcXxkdWLgIX7jve4Qv3GtqDBTuSY20BUdzScdgnnNhIa0Hl9x498AqWs3b5EA5KbeLVldGbvaQL3WjLXz0iHQMFNuzkFaPKTsvh/yAtu8WpqxHuTI7d5KPySXX3zh9lIWtZg/QNs/sAKqVuRtv4d0QcjRuLzl42O/otXLymt+MdbzEK+z4GtICe9tYyNkRr6tp5A1tyw+GbPjB6qvkkwsSyd27DEZ8vD3pPi11+9HmxsY9221JR18P2zryKKJ66VKyvZJIwgYejYSEXEzbRmLqt5eYh93d7L2zxu1dkrkALXX3bmy0sSGl7mZ//9NffvvjPz/95PEX95/8HMpjAacfqHtTeienRdySM6Syvv/+L59+8PGXX3762fv3//CzBhCFkp+vVIrFBQXh4R4eORyBau+DjiDRsEZRpW7hdKpyHjQEJQdWBpbebvCh9FeoOOLuoIJAd2mqdH6fwsfjBEfZSSmKTEkG7h4DlofU1LY2xN0zMnI4vbW7CioDg1NjJoFI6vzSNrDMJ3LyhzoTi6oiAeefmp8K0ZNW+ifCf35gX3NHpI96LyS9ZGQkJorFXO7tIFHyW5XuE8GpcS4x8/47S3h7i7j24ITASk1QrxpOd2f/CbFPQ1umXqbBnOTgD/b4ykuRe/shTF8cGR7oMjfHC/BhaWpBs1isUonFfXNYZwp1q3RYwx0SdEZ1ZOKptlZWVqkTati0mhtnOF/7OW/H5bgQsrC4FGl9JpRryHMTkwobyug2NBMwPJydPT4ux25F7tKtEvQrsAcXJ4w0GezAdk1dGZxokiPGRLybtmf2muQ3ZGJGv4Os7CXLo8sdk9z25DpVL2v8QeNAzbp1Y8/vL4i1e5Zn1R+vGd3dyFwWW0OwdpTf9TrEuL9ZU+3NrNs5cNCtfI18eXTa9pu5dyPOMmOvs9Z5BpQ7xt9jnzx8GK5fe7Zvr68PCcnL2+c9OursfGS1K9B219gwaMaKaDvzwG6Ctvf4MWO9ff02XPE65L3P16+4+OgWZJNZuIpRfHTDbKX4N9KGo3DZJHdFGvV/L5e+lPwccevExPT9IjU1KiqR0yyM0+kCURCeo2olYe50feYOk335yTLdW094eFNTR0f79KaMhfsro1gADbjC3RyycLGFO4o4xxXu0Y7gDKdhCKzpu7A+/zUcZihjL6CxMXTW0zkWqAp5MgrE8yL7IWbMdADSem0wh6k1fx8kHZslV0bbPZV8uSyKz3mDjcudn3S5k/Ptpaxl2M6z2mSZPNyDz2XnPGya+yyTC7a2DIadXTTGee9pHsHwsjuOeUpB6fwLmSchNJlUt1g9MBNQj1m78Lp5DXhTuzBzAeBOdXJCXQXJqXuM9G8PHn/yO9rDjz99cmaSukcRQTCIuvtQ4L9+/vMvHv+Zt3DBJ5+8f18gEIKm+6YOU2sBqSJ/e4MiQXKKmsLtJLhxK10EeBzlo6CuqNmCKLrW246S3H2IQJhsj9bp1pPu7nR6IoHvlYJuvkzPD42s3/TJmBV4DOCHiwIxqBccS1Qqne7hwSE2BeHz1i2Ubn6bUDaH5v3/CSW4C8HMLyDi67Vm/m+5aLFdep6vhM1oP4a5P6VYSVbSb6AzxeUaQtC6otIp8EdCUcxiRkeSSNQQAaPmSmfZI/+58XZ36JiqFBg+PBk/cbaUdBSKJDLwCuRwDzXgcJ+gcEyU+nZXXWkUnSa1CtyDA1obMP7tVi8Ylr3tUghfZwImH3G6NnNGESW574SZOy+71TbmOqt40pzLXP1or9mxbdxs0SXR3qycdQ0s6Rtcq4nWgXLzi5A3VghUHe5jtrZsNkpMH7WMnnS5a2k7k7eQoO2r4XKOaLuTE5OxEEK4ToLHnQb9U5HHfRHs2emX7W5f5XoHd8k0yiht/tMZilp3PYpUGsVJt5a9wNw7SZi7/syYvzTTOp0j1l/aQqFY627KWLi/MnrmV0xzepu89Nx+twtfuN+8iS/cxwKg4yi2cF/itwVfuA9Ul9DuDpAX7gFZz2g9XbhS2LaEsWAB7u4dxn4DQD75Yb5eX0bz2llDOgb37g0bjh4lt36D6371O7Td8eSrXiVLWcU87zKcy33ngSsL3DBoPMAtpPjsj25h3ro+9uQCvyXkKYqm5UkHTjO9ty8nPw9LVkeUHDi4jnxd2tgYk+nndxGMNmSVhe3SUeZZvzIMc9/mtuew7yPvLHPyD8DczbXr7GGbdTuiyQ5pbOnN2Ma8ZQM3wZs6c8+gmj14sK7uwAEbG09PsxnQfp5L29++/u0vgbr/4vFjaKeanZ7BgXDI9PSmDKDuQCdUqvTBJ4+/fAp29y8/++zJk7/2RkaGhsI6VlUOh57S1sy/0ZI4lCEQ+NQWyDJLUzog37yzU1DETSkYTnhLpAmvgpaq+RV7uecLRBPBLu3BgW0pRUX9/aoKSlGKohIc8Fru3tfX2703MR9eGqq+pBkOnAiOm1z9P88lUCYM7y2inIBWrYlR6u6U5uRhUvJuJZfPn9/X19EB+fLIIN+ZP0ShhPrciLwUlEytrAycSEiVtrvM0xrp/3OyspLPi5Mi0i7URNYWRXGG+vtz9nJvNGeeMmwEJ1eMS/CEqKBVXZGR31/k05zZPtfukUDbpbJMbmhTU2JieDgeQeu8w799opl7YnAoip85a/FpYUGl7uUolZHhMYY3bSWdG28XCpvW7i2KM7Ax/3m71JzB8T4D6aDz5j140NSkn8CsJytRR/9aLt7h7l/JyW/KT8VOityOFJicL8WtC65sTVwr/uarF/CyWmO/eCxgx7vb113NrQm52+Ude+fgm0k6CQRr1iwnWHtYDZtdV7cz5N66pQHoFNpL1numJbFyQ2K7DoOxfd2SsW3gbE9zY60I6dpX5z2Qu33J8tff3W6zIqJx86GQ0fj48vL4+GXLRkYaG8PCzLOOrH7HLm+Stvv6+RG0fWfjhz1eQNtPRtT1nH4jj9nl/V5xcXGPXZ4Xr6QEaPuxl1m471+0KO/QgM3szb+M+v9VjGzXiQcniqhUi+cXVheXWm6nqk0onQ6XAeYeBcxd1q7P3Fv0mLuDyzAlaohCperedGprVbCp5/jeWLi/MtoKAbauluTrNh0tf4Qv3M3N8YW7qSmADWzhjszf2MLdxrKYFuFEHgtuBhHnDF4Z6RgC0SP4AJh1Nl4A8skH7c32QGIvppfrVK4Mxg5DdE99m3RsyuWOiflCTWIjsGgcBejgIuu1yTKupGOgg0SaO/kZBEe5nReDiYtdd3REzN0Tw9yjHWMZPVjmLnF0AwfoYUfykB3T9bbVzNMMJ0yYPvpbOwnxDddwe6ZlZWzwpZI9QW2Uhv/pyUcfF/76d1/+9vcXBlF2O4SaDyFvuYADMYhilNryx9//9otjG373+UcfoUgOKpVLkHalQCEMljbTE8HfjszVBe5xkmSFmGjFOuRBB7e2//NMmSaKjzCZuNFaTEbUrEVm+Wn62S5tVmht8ypY56rRi9dF1mrUOhXNBaBGp2LonEo1dNcOpLYpGvhRFASikbKtORQuP0UhoiZgrPL/LkkkldRwunqyUaw2sD5YMovtBK9MYRFwbbTUAEXpz11rgLY3wIcAREoqne3FWs2TBlEyYNojfC7NYd3d0cRHFX+2ffKXKObG26H36guk7EWtpHJh784beAXR85BCwb/AQtINv0aDdbj7S0vRHzJmFIT6BydjZwUyoaVjL2bsW8nezNN5j9MyoNk81xCW88xFQSgOBrH2EbsaSHKf/sJEO+ZOJstMpbgvdzwHGe7HeF1EhjtKlVkBlvQS9m642ci1Ce48HiLvU5ky9ZO03Y4ZRtD2VYyTltcI2u7nGgubWgW0HWAG3MtKwCqDPO4vsXBfxPDCLVUyyqgpObjLAJSPu+twBuhsDMxdI9KFJBpg7j4KXXIwHzoc6zN3mC1+kblLJBxdfG8s3F8ZzVa4b7lGHg5DFO4/rjNUuA/IMUaQfe/QXnPD9EraE1ZMa7xOXr5tWj9KKzk9+gKmnNL6s+/QaO9ingfqUZL7NfIkSYdN9wpLTkfYk++t6c6dNNrly+TVasAS10VnI+Ixe7Sj8TDtnaWYSnbpkp6F3hHlmF8av2wEIuvJq1z7HVnFV7q6cJML51b0FFbbOJIejsOmeu/NjMNZjuR7vGOHn9+Heds9SaG66fod1X4jeSt2jJFuWr7DPO+9nkNuWeT7Nbb+SOwIj30kbbkV6e/2tLk+Yrfven3SthcxNKH168vKtmxhs+svf2/xTCN9THtb1R8ef/nGBw+fEk2XzlhXRFESh7JByny12geSPLKzL0Dh/tVXH3zw0dP79/9a1dfX2orc8Erl+UvDlW3nQxMFF9LTKeq25FOpmUE+LUOqpsH8KL5muL29/VTz+aITynTr9JaiS5oJiHux2CgTNfRy+i+olEq1WqNpb4+JQUjEpb1Aoy7qFKSnKzuj1OEa93awp1tMhcNsTJBpUrqLMpSq9CZlzngVX1MAWN4lRm5hQXbI8wN3aVJSuD4tnAqBStXUpFLmUHyqGs43l8oqJ6TtcXEuG2NiJBb+/v7/nvQZBwcLC4nExaW9fWJCVBrJDy2qUF5IVypzWmpTMmVSzJfdoBwcYmLa25svifeq4INo7d4lm61InpaDhUtCIL8qPV2V4VPbPms4DJK/JLXyfGJnU38RRL3P9mILC5kMFkOkN6TMsk9WGxPo+RXpRZkGm2hZWQ0PDw52dg4nGCjcrRIyfdZWREHvcewrLDIzTUzUavwrJO2tg+nKAqzDfZ670ERV1I0ZhY9kPP9Ctgwz6WHlUKBUqvikY99Ya+wlm7aN2ZZvZx0fvfvocF5dSNktt/U6dkYrmGxbvry8/PjxO7F+W7oaj7M816OiY82aTZuio9+tP8I+6/WOb/WKWzuWg0N+25hj/Z5njV55vjttWLa229aXJ9kMjPht+WnZiqykMdv4+MbGY8fq6m7ejI7ek3vIr2fL3WrWrYO5XV68Y4cOXLO5HuFXfKUntmz3Hd9jxQtGvF0jmMeKF75Rd+iQ36LCwpIPvRgL9i8qWTBbOT5XLVp4bISZhQkKMMqoKTkkDOdzOOMy2XTHVLmcK1YqwzUbdSr3goYT1j7n39LpjpqQ2ZA+pL6t8xP/hGGYGx1PCJ6+3cjlYnG69a7hyTlcY+H+ymi2wh2bRY4K9xIGDqCiwp2NMX+jDBKGJSZzBoFoOyYuuXEFbHYnJrlxm9MdGs0Gs9kAx8OwWUyso+lFOx7tMA72OkN8JRsTWK/tnrragPEbG7aiDdDBRdYvd4T+TUycKwgly9CcMd2dtGnuYc8zF/Rlb3YTzJoRuPRLR0cIQjbA3LdC3s21520K9YUasH7I6CFvdoqEGtj6ui7BnK1NtvHgwD/tZIPbN0TdFwAnw1H3Uv4fPnv68PPCPz9+8vtswuNOoeQgIivI4fd6QPFuslZQ8auvu74oLHz48Be/EIv/4X6Jjnj2oLUPv1I6LGqlEM1XKefBLRhMDSLc7daCUHC3bzSNcc8kvO1rrTu5DZPedsTdYV2+NqRG9ByAyCXJwioixT3bOtEjRTjxAoyOIzqnovkAFAxPAfIuMzxfLgfvvUYRyVdTKibpOzLLJ1J8+JH0Zmh8OjGXdJTvKgd3d5EI+e+1ETooRMeH2yycj837noPc3blcFKevFDTQJ+bU7nRaLkI6pPCcoYTOveusiC6GhQaGAs51JBKhNqyXdDMXSIV4u2p23o7QlolJsx4le1H+EjrA8kgDswFWkgRtz1TsK+AgOeBwxzeBQunQnOnFGS8qAXz4Dzxwnh+UMS/wwLZc/WZa7vi2zSjw7GI7V8s9JAtviOh1hMntCNY+/aUfs71q4wvXXV/2cWftDWgqV4bnWkb0+bC3TXKKheiYPCJVRsI6iBqeMpnOzihThkfQdpQpY0fQ9oPOuZZ5jEK4Df7Expvom7qMzYR/EW1/D6h7CSS4I487A5j7SxODWY2bizXKKF05SAM5+dbW+swdhV3p918u4OdD8wvdy1DqDOauxfcvMPd+iKmZXHhjLNxfGX2nwn1BCe7aE1K4CFu4B4QYKNzTLr9GG6nDFe41kIFzcjGmcF99nUbLxUTZRO84tN/v0EUMGnfz9aLZvYtB41lZ+/efPIkr3Afe20AbjSa3qm+7tWLRayHXML/UtHrZQtqepeQl2+IdoyU9h1ZgMCaE1hcWvvkmebIM7FPXUcaRrGjS3+uwKd6Pt6XLcwzH3MHmboC5r8jz69nt5knK3K02BTQeuJKXuwfXafZtm7orZxvXlY+R2iok6+tDvN/wCjlS/rqEtLRH1H1kC0xwY6h7cor4t4///MHvoOXSkyfQdCkd2pLmqFSDg8r+qlYxRakcbBIIvv76iy+uXPn4q1/84uuv+0Qd/JzOC+lN6eKq0kpRQW1oP3B1Tkvtpbfa30puuyEWAAhG8YaVEy4rTyWn8DnwYmWnultTgBi7lRy4e4MA+DrkjgB3D4afISwil1MzO7pzMi4AkE8UN1ySTUjjAKs/5+IbA5ODOnyiCPKenpMI5H3XREJcHIL25B+KhTwhMFMTntLtA/Z7eNsF2OWKnBaKuqqXn1JaWpo8kUAQeBeXGAnIAlF4f9xf3Vxl5eDgb2Ehl0hiYhBllwYnJ2s0fH5RUWcn0H+VQBBVxG8oyJxo/1aFO9jk5e3tyclqtUqlupDYkhIU3D73HXawiGmff6lBoLwg8OkNNNipdEpWDpI4DX88XaVUB82h0pdINBpra6WyOXOWwp3g7crZeXtCQn5+enqBzNDmYlIbBlUVKQZmA6yWVyphmsjABINVaUP/Wv05c71hq/nq8bU5MuxjRuBbEEbZinv7ysoOk4rWNszoHGW1Ri4xWzwWnZZ1NfdaI5Nn1xhic3WJ3kIhxNTH1iPWHhu7ZUsjwdrRNx4x+LGxtMv3who3e/FOlrGyxgDcb4JkmYvHQ+rythwKqclKk5stt718sfpuj1/ePpt7ngHRnrkr9vm+8cbJk7dulZdv3epH0Ha3dw/mHiZou+WbA1sPXzl2LKJs4Mi+nivFfszGiDresVVXfOsOjRQzFpac5n3Ysx9sMi+Pt68q9oq9th4TFWyUUbpyaHcXj6enJydP+9zl8vAG1WDkpWCd6kGUshdmjJN1CHv7DOYO+F7L3KffJpdHDQ31UxOI+4WxcH9l9J0KdxqNvDQ3NT0C+ANXuL+ONosr3NfbngaQj5tCRNbvA+bkxnCJ8z2ExknHQCjJ/SAG9u6w2UnzssGSYhQBjHtCQd1TvW0wK0UhQOc0BMBgcgPQ5AI+AMbN6Sz2UJGhH0LXX0w5nhJKc/eyi8cc7DZHFuOoHRvHtXc4+hlg7vZmx+16GFsxzB0eONgRtBJc7j2a+IiF2YCySU42U98z3wNnDNuGFf15jE5Sd7IHHn+J7PyD+59+/HD/w6ef3r8PWDgduqgWEaBcyefzq7S2dDr9V9eePqXRPvj4iydumbsgzR052h9Amju43fk5RBvWIn6pNE5CVfgQWe4CjwYiSWOjSKM1zAvy+ee1mbgSiVCIcj5QBIya+5aOhblS1MDlEIhcyeEqRDO6p86jiug3IOEDaS20t44UJc/Fqx1MTRY1029wQylDRFCNVk2cHMq4RyudTk8RJQOFr/yui94s3E9Rh0W76Of5vZSWqYR5bcY8/TtnzDtIpdpAfRMTD48CgxiaTIi2X0DrF/Dk+EW1u9dCzryKQydtYjtDqKsgglyzGfe1vD10brxdLzKZRH3gvw8VGnoOieFXGe6ZOuVwx+03crifERhwuCOSl4JdaiCDTJlZJxdm02Lb7ZCWfhbm7pjsI85LSC5EDrY7bMIQJLez089yRznu2uj1MFb55PUt2nEPsTFXS2diUdD3zA9CGlqJXSNcRRzMIE520udujmg7g6FdKYNo+yJYo6Wl7YvgOhxGJLnz7GIt2XCTYfAOuTJ5G4C25xEe95fM2w3cbIwy6kVZSYJRDpp+m1P0TdVPf0JxUi16HVO1zF3XejfJ3HV+ApNsQ1PM3Vi4vzL61oV7UhK6AuEKd8tHV2jPzMkLy+iaOzTGNYwNZGz9adqqElzhfrWrh9blhklxqYdeSbHYNaYnryyiHV9OXs0E3GPTeDXkAfGgK1dKSjDNXE3N3/Sl/WAFLrnRcbNXyUj0evJB5HL3xbrczVfs28+8Re7KhwK2q6ukJA0zunh9rFfehzeJeLSZMtuxzov3YQRm5aupp0Hmbr/ppvd7G6rdPDFzAYvLqo95hYSMYYB+9I7RRq/TTvfSFpM62U0XL7nl+w7vHZurY2bkkTpj62uAui97Vn85moS6O8jfavP44xdPv/r84UdfPn4fqLt1lFgtTk/Pzm4SVFVV+SjBK97UxOd//fWXv3zjjU8++eKLvzmH/52SUwFcPifqdik1MKghCgCqChh8W6V7qqyttwX+d1Ag7tYkt7vExCWXNnAFMF7RX3WjsjIuTg5IOjOzu1vL3YvUBcnSSe4ORhBZeIOYUwEQv5OjPt+cfKo9Duzx0yWVPFAWlOKDPO+qpgtA3ns1fZWVCOXL5dN+xplKDaTKCoJSGrp9xjlDGUrwHEOCTpMg8QRlvEgNTyeRGg1QeBFQeFB7O3B4QuCHn0VA1gnFta+EdyYkJ5cWaIL4td1cSstQRVPThQtKZUZGUVF3N3R3DYyZa/TLi0KsPa69svL8+QrYqEDQ3S0yiKFfkNUUba9Iz2gpwpNjPVlZSE4lt/armjhFQQmzututrFxc+Py1a/v7EwwZ0tErHeImzsPfR5Vh3o5Ch/JhsjvTIL63iGlLrBhszTQQTeMfV6VeuzbIgFUlRtoK0L4Au+BAnrALnvG4mFHUNVVtvVaBXWqQ3D1uQimdw4wFmazAiL5p2/KxpZfXHTxSfcDvHd/YstystE2612Sg8cDaoy+7hR1p7OLxGhtZrPWTl0+JZPHi8vKrx+945205EHvwlucme8LZvqQ+7Nk+r82+1TZur49JFkenxecug5m7xme36s3Wl6fZHPHz2vLT0QE3t/Ly0VEeqHqStl859oNJ2v7asa67A7ldvA3Ffo+WbT1Z17PqqNfhrkNbji1kbPE75LV/P7jbXxpvX1RYfOUs6yLpKTLKKBJZyVN9fAYHL13SXT8W3qBs8jk/X+erGphZBMxdOIO5R+oz986h/HGUhDal1ARKZ2d+ZaqxcH+V9K0LdxRwji/cw4BaxDqT82Jt5je2wv4+bBZXCCMMvRnTO9XB9rKhyPUw9mu03RjUu8k2FxBNCOkYCAWa3HMmr9xR91R8k1h0qNjJBeRyL8a63FH/1GPYCB17R0dk2sSMQpr7PnCA4h5/FjvXGEqYn2Lu5Dd/LXOvxs4FSFg2qNUpLmcepd58aKAJK5qQCYFGhSG4eBpE3X8EIRPebHMcdaeHmrz/9OPCBR/AUlUo3psARY8DM15rreJ20+la0Mvl9vX94Y8ff7CI9vEnX1/ro0ZC9zmUkHJDGAix6z5EF1BtqoyLewF33DobRdXwb0OW+xpJqjCIk09g8haFQnstRdy91QM561/McW93b4Omomjj1gIKN5wkAnse9E2NpCRqibZAwOUqFLOj3inFuAdSk4Vt9A5+FVj6tfheR9bW8FNCvfzzgOMNqReSeJA4cLDTWivopETBeUsRiXRdlt9WDtIERQpx9gDeT529uctBMjFJ2ynCOdN2C0kmGL+zrbmKuZSck3iLw5l931zc+TDpYRiSE0JTMvxZ1nQSCe56vOxF+VNL4W+OY+AVRLiEfqCzvlAvxiH8mZOD4VUpwJ+lIEG6Seu3XVEhN1viHObkbVcMmS1ONm+TztrZ26bZ1BB9U3eybulfQ7Kcr8Nk21FemU3a5BdfbmbO2klszpK41aAM962Ayb3Yq8Ey72BWDlcSBuMK28nW1rYc0XbUOxUZ57W0/apzzSRtPw4Y/zVogn3XMhbuWwsZm10PwL+FEHOFPO6FL5e2F9vF4pZTGWUUVmg5lf5kWxA9w0TM1e2xjJi7/jUEMXeVHnO3EDVDO1a9Z/dA6gXI9IKpSGPh/srIWLiDjIW7rl79wl395H0Ih/z82FNop4or3FuhcP8LFO77P/7k+q+MhbuxcJ+SsXA3Fu7Gwt2o/zYZC3ejdPStC3dTU3QVKsd4oY9DOztc70/UUrTQzpt0DORtVwJNTsnrPtRS1It9k3QMjBg8Ho2GqxjdWH60LiecGf0WdHOtm5khrBWy80dgc2Vusjdj7fwOZm5w1X+PdAz0rvlmAy73JeC8xz2lgCwt8SE6EAoJ5XEIJs19Ku8G0yx2qnSHTkyko/ZmLPh0fTGNTomHCjQjjYvUR+n3O2G8BtPIFt29s5BL1ckS31XwXXM2PPSg4p2sunKQVNLVZ558+tHD3/364S8/hbZMTVB8+mid2lwuna7tnBrl0SasrXr86QcPf1344y8G/hpJ75/0tydLE9ybdVJl4qBebOBUwP9PZbk7SCfosDoSbcbDY8p8KJeUTpbv2nDz6fnIeVIZZLhrk2QEHr2KTJLoEAf3QIViOrUlkRJJzxQFf+PUFiuJC3jch0WZ2nKcy50q3XMm27GSK2PyVVEeVfCuFIUGNhJINIt9SfKXnlLQPaLgV60V9NPpc7Hz64v4VOGh4hsV7WipgRpS+YcoBdK5FJzgAUWf6mxVNlL7XMt2dMvVv1POlLvIBxz4Cmz8OvFAAQ88SkNPT3FSNTT9zcSOr5GAwdWQwz1TmG7Cp+M+GRf33m+XKRPgeNByGdxoeHZ3LOMxX3uJY5blbqLlKSrZ9b74jo5O7CtwHQ1xSnreMzVgMsX9rmUWYQk0s42HAHYGo87yHJgA7W23Q3TZQt4hSxuzbbZLYeENdNXWFu3oHnGI+bZ5mOUWxn64gsQTV5ISBttmFJLcabTN7Fi4utEgW6YOssYKAZ5ceZll+4gTC7e6yCijDEoo1HaIni65ZMJ8KN1P6fzkLeiY+mLpHvlC6S6HdqwvXJDQFx/aRxgL91dGxsKdkLFw19X/ROE+eB8K94erHn6J+qniCvc+vrZw//WPH1seNxbuxsLdWLgbC3dj4W7Uf6OMhbtRz2WocI8GS8UshXu8ObnR423LH2ALd3vbeHhnD+kYKMR1A3T+JK+hUbx5sd0R0jEYRaG/uHjzMduzMBmKW8y/xCmCNoIPM0HRv7hnFE9zNkzWxpOOIePHVtoGfLT5ABws7ikF5ct7MZ7hVpGamhpKlkFupddoNdj4FxSmP4LfL1S6+2FLd/h82b4GSnfwUTGZNBpqUkguuRkLHiy6nN7GGmbMzNdBKDzPBveQBnIkbrm+bGfy4n0TKvP+yd6VRjV5peEDHPIjhHBMIpCwBMjCIhwatgRlkT1sRRABBamQsomgAYoKoqIsIgiCiJTFACqICAioiBsqSsWi1unMtHTsTNuxamcc67R0nc6ZeW8CCpL7BUdncU6ePzP1frl8+QI3733u8z7Pid9+8envSH9+/PiLL8DzewKJQVCVipxRHOQVdpwm1Kj50m+++Px3f/wyfGfwxh8/U8hkNEM59k9dZWSMFC0vlDw35eUewjC1R02EkGOJnMgVTu7T7igzfdwnGJ6cmY3/Xpw60wDQG8AYZLrWKM9OtbTkcEIhM1XhGRNivtyhhszRiv7Xs0n/yxBAyR4q3/acADeeg/In94JYCC79eVC0h2iaaqkslJ8h2rITvPnTzUNnfQh48MmjyKn/WRYuHvacPPBvYYCWihiJqGx3cCC+qNleKHdwJ0rERY4yhmTCsnlUM0QjVAu/2VIhlNHWrjdfrdGH3SoiMc+EEq0XFmuMbrGibDsovUxfWqm1E9bmakyenOpMK7TWm13VGhkh23UKpZt26qlUka8TAy7ujqQrtllTykcn66ugbFlpfE2+IL2px4LEakemLiznJvKifQkzm1U6XbTTaHp6I1NimfN6V0FAWUCJ4nK598DJ/YptGRjUOMJUJ2FCpGpxfpVSmU0UX6zCUA01VAOFS9CnTdflKObEGQ7RtWZ8NyyC0n02BWCjpHSX7wFm/AvobgLUhftrBHXhLoe6cJ+N/4PCXc66Q+H+EyrcPyEs3I9LDb/4/KM/Fny5s1tduL96qAt3deGuLtzVhbsaLwt14a7GFIgKd1gCYQHEdpFS4KiRqHDHV7PbYRVj4nQQLMjXpOnj6lGUnYrzak9msUgkvIl4FPj0Zikt8tCXx3U4pB1QOgbgcgtIWVTcEWcVmNZvxJgvQosUZQtTpHQMgLYT+KDYN/UiIAzwGGYUjpCJGlQFOv5wlByILY1R6X7UOhMzCqW7LmHpvpTbSqBaAnC5RImzELVlXQvuy1yMyAghmRVGSTA+oKeHvQKK9w/gFxhfvK+5UWOefve3nz++8McLH33+h9/Lmz8VxbsmlOzt4IWL+klrfI4fF+47cfcPn//uQsEbe4N//v4b+HdDc6GPFt9LK59RL6+06322QZ1tY3FxSvBB98lXNDByOAond9SYWjzVV6oo35HsBZXvQbMKPIFln0+oA5oUaW8CyBdxtay7VqNPJUPhMw+m9Ob7HEzJ+ZwewgLvfwnRWrun9ykQERtkj++aJMCyqRBbc4eDsHuaNwT8fGjegu8ncvG8tjyroCk1Dpo/lyv8+YmBusA2GJqqNIVPZASo7nNdwA+FzaKQcA+gaEyd5b/8PIo5/bDfxJflbBDKGBrmYcflPWoSBs4KErWmhhh2YkdnwMiISq2guTK3UJpsW6jKMxcQnKyP0ZpAipINfu6zSQADZMBubEwi2dpSqTpPKZNxeaWtaFBFj1SgUy0PO11LY8nXETfqVdC3rNSlQXOqjt4ICO6WMG8DPcEHN3d50Y7uDLEwqDX1Kizq8G/6Way10KLqqhtMa4NviA7IS3WF4p0CeanwEqi2w4nL8fmCaZulFsmo8ZKwtzcHWM0wL0i114TSfduMNQ71zMOX04wm8rmlu1x3M1sQCBGr6sL9tYG6cJdDXbg/j/+Pwt3LZ7pwv0BYuN/IzxdOQOEO4U0FX+71VRfurwbqwl1duKsLdwXUhbsaLw914a6GHKoKd9KSVqVjgL17HbGF+9KxblLHAZxUYrz3CGllPCY+6OzYMOlek/KQJW3t0jZnUu248qZLk/FxEqkVe78sf2dSRYzyOnGVyfbehPCmZMzKGh9/mdRae0f5oPbSYy6kpiyMbsTAw797yZExjArHgB0WfNSxalz5z2ULMoNF4b7jmPNVExMu19Hx+nXlOyADg7Qx3SX3/HFRH2wj649dnUW7MA2sJiZpdocS2lzSkpUrhARbl2a998ahQmxs1datt25dvtzqkhapvPZn8yN3sFzWbg5mjSsdByTr7LhUZrt5c2FhJCZrlS3QuaMXU3HAtTe4cCzy+QdhIE/W77nYecbwLhTl33775V8/+eTuo6IiU1OJ5MSJ/fuLIAC1xnTdfsP95kWdoY11DIczd3/7xR8ePn7n25WP799/9M1+8/68yqC+4kmOqcT8DAQGddXcONdjE91nZVpiDuHzKEDIymrBAhubycnGi7x9Z06LxXH1g56TzWwDtmCFjeVk7kUGLyckJF28bqL9Yoa9AO2jDAwWwJiN5aLcxhKJVLZ/v1hM72qvzM+Nfa6AX7xYIFiRCJFIlkm5KYPtQk2peD8kPUESUr2wMsUzP8k9Vj7h/xoEzX35Ke0BdNmZ9NPifZJBz76e6OjpYKr5Y7GgOOMgT3omJKRLcrFv0mbh4nmnPmXk1/eL93fF5fY18xcoTwObhUQrz/6cE2dKaqKjVV+N0sVlOSlJXmziS1ek1Jzen5MTq8gTx6JRIlsNDdEzsrmexyqBl5SuIT6nhb1Ce4GgQbpfg9yDz5fyumG6uqiGQGtT07BBIz8JJ5SxtGKs7pc0YkYRDJKTMzPDwlxcenvLysKyzma6Rfr58fmCOU/JJHlXZlWhb/baK63lgZnjkXc8dGZsbfhjI/5lTGddlz17Ll1CE6Cnx08eu+4i6t0cTCuN2RXpkSxge0SWFjZlO3dEFZZecvLw8Ii/Xi7KTsguG6heesdJjxrVtLnDuTWrKtKJekzUltARFXXpUlVVW1tCgkiUdevw1XvOWwpcgvWzRMNHtjDX07hN91a+cZl5svWQ81HHNyjObeuXLNm0hLSkIPzdd1WV5KqxqaA2y9pPeeicGmrMH2x2bOzy/v6h3KepdQbsnqQ8ek5/Xew0nWPA9kpqT+/npTz7bhCkXmw/LauZUboLBCUlp09nzOhkh5VDXbi/NlBZuJN2Kh0D6OriC/c06yjgLrCFO6RQr9TD1GuZ1tkEJDQVEqibMEpBFebmyEAcb7QyDr4yIhwlYmZ2GUgaXOGOvG5wgn4oYLnvE6nckb88XuUeD1ryJqCPMFA4y+C8V5z0XAiOPdg620FF7or3S3dTwbm7Uf2JOXdrawqY0yw1wsY4yu1p8E8OEW9GoFGVM2XYa+BtKlh3KubQw8bi7+D8rfEFFO6kJZ9++tvfmpsjsxUFRZ7ik0IWy71k2sm5nBqwwf79b794+O3RCxd+2gnxTRonDOMYF+1TQTDfgCYB3iIURNazPGUUimg+OMrkyWXpYvNOsvuUUHgB/5wFuMmA+wiyhQ+1cJ9lgr1QK8OUIRd/g2zeQehTh7cMWaSV71PDmJDr7xHWaQpNyT7btCb/VVftfysUJjpxckP4EE2Gz+5/zZ4GPb128MBHH4KFEh8eAuT7mMOnSte0mqcrTyInCLoXDE1nGSXjkGsK9i70RpV8O5Klg/G6KkP4IJCmB5AJinI4DYiF3zYxUXeAgC8xP6Fxg8A6ZxEo3NeRj2PHtduh62ObFu55eYHvDZ0BtBwWBjo61tZcroIoD2SNm+H2lCY63taBoCY/whRxW8ye35PzqS22reA7JmKxnv3ZJ+uUsrKBKkc2MIo/cw+jY+ArA/p3fWv4wzfR2c6Kknu4fwgTgsH7lM5dwbZfJhVMs+3oGwI5uCNPmWBwcNcFufwRZoW+LRjCJzB1bduAwHekuMo17q+Mb3ekROEbgtRQ4wXA5/Po6Yb5Uw1VCKn2QrrYMMj+2VmZgnMPncO518ycyNRUQ2PaD20K6sL9tcFLFu4RgcqLpV16T0hbnHEiD2/RIdLRsxiVhnfaFdJmZ5xvY/W1A6S9LZiXmpjAGumofAwEOjG6JN0KHL3rFLWTNDyGqSFNTFo/LnBciuGO+XcGCtYP48wV2d7VpE34vKm3za6Q2nxxPUs6RscKmPfKMaPQBPrxxx0duPtiC0a4uuHB1zGbIAMTJ731va6tuGMGOIUYc910Dzh3jC0kPy3L//JtlwHcBHy+nV2rcfbw2XHluzsDA77fpVs31x9yGdg1lWs+9xKPNdXVBw4MD8P+BLNBUbDuETTdXhclrDtAzrofPJP+e2DTHzz464WPPvrqq/R0iYS3HPjr/Tn9DSWhg1KxIXDZAQzP3BRT6RmNu4/uPvr6q+x3PvrpwRd3H4npksr8pGb7upTl0tOnz6yr59XlNkc3p+bmSyRApqfT6SkpsbErBNHR7n1Bg/X96fvTxft4N/JjmxfIeffo5nN1oZIuuDLEPK79IEw1VYQuXrxiRfSySfeLKZI8WRFi3uvra2oyMpqbn+fmDBYDSS/n3s/lNl4MLQnQpItD9qefEZvL6J8JO1OCPI+7L5qe9r+GVPcMYNrz6DLxmf1iWZfEtC5jMjV6hUDw4lzjiubdKXn95uniIofBbZOWiS8wRbFVXn06PMuLuV7R83nZKkFPTUO62FCWy5kZBa4cCwTHa7pOF+XUxSaq4NsFGXWn03M0VfHtuTXSE/USKwIjSG3t2BLh6nRTMtGJRe6NnNVC02Lsz1ol2C0uEkvwm4jo5qENshz8Pieps0ujIWlSyYhBsl/m2bABl1Yms7Z2YMDa+u23/fySk02U1O2C5Pixw/4HmMY7nwzcskuLfHMr3+TZ6uKReaqQlm28dm95xKXxNWuSkxVvODPzcOHHzF9nF4aN75CT7dpLM8ujrvS2HbjKuhT5po6f0dmwKODeD/gHXtrh4XS2Bdj2YV1ajF1k2hTbXnEp89QpBdseExMYCGz7Bd2mrFu+B3oTjm65ybV12XwhIUE3WHT7aHjBlvUfO69PcAwvSOjdQnr3VfDtRz+OiHfj/y+ejKnx+sHAwCu2XVKUXpfxjHOPju3slw09z7nnzOHcQ2Zy7itWSCTp6RlPpwGoC/fXBi9ZuIPXttIxZLWCDxT11m3Dy6t3mR0CCgRXX9uBtLqNhVVmo3USN0YcJ6qwWcH6yrgYbyJdwnDHKOT0CPbNokRXAtt6YpW7ic51cBLGVv0KZ5lxLKeNWg1cWLhNEFtnF3M9JRvvlm4GPvPOwLnjvnPcqNcovcY0vHTTzKzVOIEyhjmWQXCyplE6jMvn0G7PAOcouuDQjFyYsdfA79sesNNfS8C6eyKC/O7dBw/Cw7/88vPPT2xgMAIcQoCVRcL0IJ96oCs1wBM3X6uOPAG+3xonHv1l5/DlN759+IcvfguscbtFMbCydXJh+gm5ul0AuuOkaU8ZU1NF2GmzZZ2PQpIuo4f69DzlP704QYw4Oe8+18V9FT/aom7aZR5p8C0sLC3xtZ6XVoZFkKlQU0HjI7K+SFNiWkP2fLW26/8SvLR2A9NOl9+ZoXkcY5Az+4jhBZBoWWcqhY9H0WgwP9p8ClYcKbijiM3rtObXC7CK38PgITcZrXkkqwr4jXAsI54lKsVcCXbJIEtXxbejsNN6RjHhNbHQVaHCUcYCBP0MMt5xh83PJ/Zwb7YUa+TQo7HjHGg0YChtMjDQ8bOO4VZA4Cmw2fr6RD0pKOy0HI7ZVhpH6cfMsbzysC6l1UJL0DD3sNGMBcFanpnaywxjRU4d/12yLoPvLVfdAfkB6rSHuy73FlhwgRcasO0Uuc7db4pt5xo5WVsr2HY9PRarA9j2VttT1rVyB3d//Zvg7RVOOUA7AKy7IyxHrnLW/SgQ+K8EK40DMcuSGmq8OAT8GujNumjxbGUVQJfMXM5dPIdzPz2bc0fHzhYzplEX7q8P/k2Fu1FaBWmJ4x6lY1Bm+UeRErKqlA/yTXRJ7y7BySfSbr1Hcq3A+gy2tZFI45iiX8evm0S5PKZ8UNvj1ABpcwW2EfTYni2kwFs4NflYd/aSqDGM6ITtF+yyiYm7KwP2h+9tdtwzprxyBaF6WPASZxY2hikz8913a4NxIh6BTmlr9pbycUxZbGCSOUJJcKHhKHO2YCyrAzj3aizn7mZ3+MgwbY8yU0P5BSZuThXdzpshB0X5Bcj4ZQerVnS5lYXdM5mY3LnDYg0P7907NoYrgtiCZA+nS8emWPetcy8A1t3r4kHxmd///u7drx/99PiPFx4+fHRCUlJSYr7f8LR4XXvN4CAvLv30/jNxPHJ+4428oTMav//9Nz98v/Hr7He+/OjxH+5+M8RLye/p6cswhRob1O05NWQt98TESavQUKlULJZKGSUWGZY2zc09PZzcTgldJpNJ4wJKfDJiBQbaCxKXefUU56ZUSvL6+2X0OF5JqAUndapKWmUS3ewV696Xu7uycmJCJhsaiouTCMlBHCvL6LkFvGChTfSy1NhF7sXnknZ7plS2CyWa9UOydTK6NK5ek1fSPlrT2GixexFgzmv/HVgRHbsow8IzqKbEATKehmRD/fV5JaGeuVbui7yWJQpWqWa8n8MCgbvVjVGHOJm4izdYd645UWAyD9p8Cu7unUJxuuH+gxe9mlfMSxK/0P14nPS0+XLTydjFKvcHNs2dvKLT9RKOSiqf70lOFwPf7kV83bkM3mnznDpLoureJiNlw/44B6IdgGWsJhwxJDXjd8g9o7zVOT652HHtlNHTGoONuG0WWzB4Ol188bknqjNux9KP8mU673ThDlhXv/32nTs6OgKlN+EXWX29wuU285AuN/DUpR1rQNY+g2vX2aUXVi5qcz5JG7DLjIzculXBtUdGslgikbNzNyjb3SKTk+GMLnkElouOo743q6p33NnKN9pVVejS6/zr7rCxHW9v3RUTJso+6ozY9jtmI3tE9+Rsu171SHDt0aNMZkxMS8u9e1u2XNkbllXxxPlowtHg9973Z14oCBe1NjUx3wjf5Np2Jfvypje2HO0teHfJklfAtkPaE3dsjY6Kwxk11Jg/Vq3y8mqXdA0dDFr29F8mtUyln0lTrKb/hS1wt6gJkUrIqdNkDju6J7QmJCdoxvbfy4vHGxra/VQury7cXx/8mwr3SDBcJ5HClI4BUwuyb4o+NvVzJ7wUV7h7EwurkX04jvHh65QBr4JrpvQA0/rNtEDMqPZ11hbSYaya/DzQvb5UnBTdA3TaK/E8VAu3F4zrcdr7XZCf2qGP3akgWT9efa+tHQP0Fi7XFbHZduDb4oLn3FHerLNxDJZz32oWSDlCxLkn63wAbBnu1wQBBbFeIYqIRUDqVCaTijX2QdAxok6x7sqtbAQK1l1D45u//PTTpj9/+undRyWmpqbTCvcbPhLw/EYO7kGc3ONCOlK0n/nNd3/yHb5M+vJ3j//w2xND5DpLS0t3cqd8mtOMSsTQ8vkWFgqbmhx6ik+z3GI32vKGqVRO4YvplT49T7lZL47PlMnKfnoeufE5kxW2ZSxKTkUUPhLKCxl1Fl4EzDsIbcDxJsMnxZShSZeryRE20KWay4F/D4LgUyLV9KtDtKW7lie58qn+3tBck0G20PrXnW+QH087yL41NKQON1T6pD8HLa0AaDQ4bXhjJpFEiIVaddC9kO4Qitt9zkS0ZQO8TVUEOYLcEh74dhWTWoE9jSr6HnFlJzQJyHIkc5WC4f85gmn6wBqJ0MP9eRZvNhbzQ+GTfZ7z19E7r78Rjk83GZ/kDuCalhS4Y/QWKxgYbaZxOctuDgG91cyOWyb3ch+Y2XTzzMe9eurUjq9Tqt8GsnQX2ikztD+PhATVtXC4G8VCB4Nu1I1AkytcZfyoYdC2hNh2N73zcI8kJlNPbzo5tQVcb96YcnDvha8bka2tLfKQcdU9CRZhjnCASiGsxl8ARD08aqjxryHF9DQ4QD1bHBfwU2DJbLd49pViYx8ER2wl9s88ssAPTRnnPuOPXl24vzZo2ZhNEpUpX1r4kWNo4VE6Bti4cQu2IhPwB+CluMLdaKCcVFCBNV8scw4nlT4Nt54NN7tC0koRjsqHe0LdmsrH2OwB4yNLstwwvo0eZ9/Y4lymdAzgndZLOuCCK5DfBmVQdhSuAZWvN0ai0HAmltpu3qI37ulWY0aTI6nOztlld5SwyAh8fnl5B4VFxRXGkUu5R4ZFVRiF5Sr+GmpLQW95hNJRwFa/lgjXglaaHR/HuZtRw5yzXcrdMCJ1NtvJaaD8V+9UcHfMiI2YCQP2nR3Ve8qzW/2z3HBxUdp+fpmZFRWHDl3jbjfDlUJswR2n7TF7aLUna7kss7ndrGxUYqak0MFa8O7dR48ePvj2o4e3Hz36TZyQ0S82X1ckyxOGpoAFjKGsv0uzPSUlpZ03dPobwPd/+tO1v/zq8dFvv7r/w/clNbszYBpy/b4Qc3qXUJifj7jt3FwGgy4bkn322ehBjpXN4mWpPe65+e2Sevi3uM9KDtZZxYI0d0Fic+qku1V+ECOA3r9OJq0XlgQ1Fk/Lhg0WC5qbY2OLi/PzKyvzJvplOXLm/WDQ7gz7VGWfn8GqBQttmhXse59WkueNlIOg/wnQ1BwaAv4doAkoKRkdDQrKt7CwcEc3umi+9SwWAoH8DcOEoaOjo3macXFSumzdEF1a78CoSTmedA6YdsvohYtVKUmUojk1P0jIQ7w9j3Extzg2OvEF7nfRotFROj1ELGFss4rGaz5mwEAw2XiQnpNOT6mLtVR9NpC6qH1CvGGikuOl6q6agw6uExdJtXqIJ50sdhgKOTOolUhwmUlqkjTntNiKcK9wo12sUVPXjJ1mcXR+SPqZvGishF8g0JSln+nBPjWvpAYNaWfS1H/pmOlRW7j+O1uDbxYOtLRU26V5u72N2/6vcTvVstG/9WQt7YM91Or4NKPIrfC3MA2TO97UwCiXQzv9uVm34pc6GU1tddiXMgcGTp5sbdXXt7Pb5YR0cpFuVYG2opNtZRXU6jQnD36kWRW39tAhUVkEdXxXZFp1YFSrq7GvP2sk3o61J6rW9Ve+FTFjMTEV760dds2OiKiqampydWUy9+y5uvGk68qVIpdr3L2uzN6PjQ+4DDM3J1x2HjbuoBQUbDmyuXeLY/gbjqpKctUoOFJWqqeWyajxypGamhLaH9Iwio5zEYCFX0Tm7RsiW02X7mxBbAa5P06zZvpgF74AvZRx7tIhTvHUeqYu3F8bUPWvQGCccjbYRKcaFh9s4a6vjy/cFYbruMIdxYkW0Aoxo9r+xgVYo5W3wdocn50qt1nR18eNKsJEMSWwdjzIJGsxYxAC2EsaNsYV7jpGGwlMdJDK3RHvdsPXcYFsQaztDOSnulJajbA1LQvOAvAfg4lOIPMIJQxLmZuYVcO9EYjoEefOJOTcR4Ap0zXDnRgA0GlFm2481p4GZfQWglieSOkOfbj6+hTKXkg7JOIwFaz7Sl0uxnhoAYejOQFc7u/Nf/jqwV83gdr9YdxEKDluWuHOGQTFMXJMH7XYBrJ0KUjI95tP/P2XPf6315P+/LtPP7//mZBTDNPsnvJyB4MaS0sUdkom54CwWkNjuUOjhWKlTLUPMt2H5PLAHCM/mWkdxgr7JHIJHZH2IJaH9NQ5FZm9vY+PUK6/R8x7ACPFR8teNRu8UOscZzc5lNGgWQ/+KE+ByncGY5BMJlshEn6esm8C8PlomiCYkAf7AvnxgPyJdWl2gse814vJ0Z9Hqv1BhgzeeLp5A/kcgUOKUmhpoaOP04Y1ZMXBh2qw+VqmElC3x839EJRhkVY93JvQR3X0qxf4t8+Db0fW6+nmuwn59gX2x8F+PYfYXX4UPghPgs9WYHkRgggISHs+v99QbI7/GSiPUfOp882bejHAtBuTCox1uYet7fAndghuZoHcnbCkX7ENo+6Ys44kG2XqlwFNvhlyU2f2H/GtR1AQtrHxMx/3XWZcuYt7hf4O+VqisJNiQmIqOuv0ptLkrjJ79Lx1duhXANu+mRY2xbYjN3eqnh5i25lMa/CU2QLfTsG0D+UO7sa6UTRnyE1lGu+F6UhA3wPJD6z7K/CTSWBexWZXq6HGyyDDIh1cs4pnrHSoW6bd4plAUmCZTy8yFM442EVtN3M499MaddMWNerC/bUBKtyzW5Xriw3YmbD4tOHIVFS4+5bh1iVUuFeYKa90/UaOkcKbbiodA5SLKKTDMconFuhUgStuhdIxwPnzyIoMNzoCxwu0Fpz/4Y7avUsOXcIYyAsEwaKjBZfclNevbEELkDUDd5SXzwYCI5dWCsUM04HKZgf6Mx0j7HBV667rV5e8U4jpCEA60CZj13dwd2bA9h4po5yknVc6ijj3tyM+oHQEYjVCiHMXEXLuazKrXG/r+pvhrPfhDkdKdV1dgu3ccHUM32OHXUuTy6EyfHcwm21kNDZWESVaOxDodAe3B1Cw7seibNe6KGfdExMXLfL0pEtPnH4ECvav7z/+9Kd3gEj/jQPEHJmHgD6bxwgtkdDTZUP0OCDgPUMZ9elic/G6oR9/PFX1XdnDx9/+9ODr77775Rf3viROZbu5+bp1cXEHD547t2yZu3udp4SXY54zNJEXGlScmihAvHtGfo0kzrxoSPpZg5x3Xwz3aLMstudcbn5o5URciLgftC0HBzM40U87S0GPL2fej+fXyJl3GcjXl+e1j96wOLcI73rCXgiuM8ssvWIX9RQXa53Lz/f0rKxUMPD19UPr1q1DHDyd/hmi4TUbSkyBLh8dHQxqBOpcFfIPHpRfPYpe+tlnaBqYb10c/JeQURN60TMjScvdflHqMpvExap5a+VIjM6w6BTuk5qHaOaFpmS4ey0TzEuiPgUF2y4WM4Btt1y2Cr9HnIEVxXU8qVhW32BVnDiP/YxWhgMdEohSiptVHSY0B1WGpKvm25tTGXEhp9t3E3H9BoIeoeZqWVAd0QmGVkacobS+eCF+mlhynkY/ebb32yzk56evFnbilWi5eUMaJe7/AKadxaVNMe2l1ZnAtBt5YBXcaZeOBT6JatUt89/Dqt6etiPSb6anO//O0rda/INP6pa9r8+q1nNy81AsnwZ33m7Jqm1qa7t5s7Q0Lc3PD+nd4+0GuKJDuk3lEWfHgZVnL7U7HKW7VlT7Aas6bYebHvVq7V5XkW95jF1aJivCRfedbGDbY2Kqptj2gaqqqKi1a5nMiIjCwra2jndcjcsjdI1dndf3tgaLDnWsvNzrajzsvJkS/sZK8HF3RHz7yyvcP3bJynRSu8mo8W9BdPTx/HqxA6M4enplWOYVJNEcEgZNkxDsxZZaF4fg9JiYc68v+iyuOFU+ibpwf22ACndXXVy5hCJOD+HIVFS4t9oSFe44cbWH9S0imncjNPtHUHETU9HEmDFtPT0iJ/fz8GZxgn6Fr0z2cwl+M+BvG06qxloTU8H4dyNGXK1QuWO19+hDeIfAYR61GhCkukIkLDQb4O/Mz2wjGCVg637wOc5CLsfYceDcRYScOzKEd6WIiCSu4BQENNYIRv6EYKJzVq50x4r5EYyMkGA+mOaNtdFB0DE6D+73eNZ9ipnV0Iib+OGHn363hPS7T3/4rpIcMKVwH7QAQ0ggVk8Y8sjHtY6TeaAfP2EoNW3s4eh/9/An0qY//u6L+yW/8Pn8Zh+yOYpGferl7q5VyUBE+QbDPEbSFEnebN8I0831cRdYLoIIVkV66gbk4T6XUo21rwPmHfmRo/hVKTDa27Tm6xvDtu/R0vLxQYb1mpp0OppiJmT0ffICXsKoAepcFQ465Mmvlj+1Z0CF+yi5zsJKK1qlxYpKNFvemHHwMY/w0tlQfKaGhuR5s+3wIzk18NnOU90OFJePDD6GoHncmxcyqVHNt6PMQ8NZXhBzsYqvBUb/dA6BOF1xZ585EJ0DIIX7PiKFO5lsqGFKxv991oGd/qjlDmDaKyBJY4uxCzDteqqSQDPBDsaVmUCppZVaz10adYzsWOWQTsq0LafOnIpt5M19H04/L9Noz7iOMWotrHJtuoFT3wt2VF+IOb1i26L3JqwddvouEHYK+alGa3TG9bspb8jZdohhmmLbTwHvDt1PqEuGxUKJ30jlbgy28EeYZfLTgCPMe7ofw4ThsFQi1t0RpntpiGiZ2EVTDTVeFrHyzNSkGQ6uKGCCzpB/F8nB5m8Dzl2TmHNHtvBTUazqwv21gerC/Uo8hkpFhbuo9U3lg9osOG7EFe5b7UZIm7LxEacVK0kVWTgC+i0mEP1OGNHKm2+SSB0dyseAAToLXpJRuF6hO8fKSesPj2BGwVeGQgprwX1V6Q3ogvEizqYyufRDEonLxYxqO40fCm+zrRYoL0cFb25vbWO6pGHFKGdHesNvluPEMoKtY9d0E26ewplCmrillUU5O5/CRqD6ubH8DyV0R8Rj7k/bxCMm8OS9pu543I/Q1tn61ojLvZ22I3a4Q3UDkzuZ1PLuvS6HSyNx2x/t5OS0+LCI2tqyJ6es70yJ++bCJDky/nxWxJNu34rA68qemo2NFVjBDA2FhICA/S9ff/3w4ePbX7X+8EPcZ78ZWhdC3zfBkzAahPViqG55DZWhQQdLeOtkOdI8yY9/+9vfPrz69f2HDx8c+Lnixx9/+SUjIzS0vt7cfGKipuZ47iRYwxzP72zXjJPJNPM6a3I5sYmJibHuSbkXKyX10iHpvrwGU8/cYi8IyWQLFqbGnrM67lnJqN8nlXbVS4SD5NxcrxnNmAsTvWL7znFyPS9WtvMmurqkdE0eMNyDjblJxZPLiDlig8REG5vY2MnJvj4rq6Sk3cePH09JORgaGsoQBgAkwuXySpyXN1EvVVDxWEiXTyyXXy2RoJe2t8MsofkwYZKVlZX7pFdqs83ccMwXQGLiOauUQaGki07PEbbfaEzq82p+EZEM22tRUBCPV1QUEJCfPzk5Qz9NgMWJxUGmE13i+sqUc+6qE11NFuR65nXliGuC3FXeW3M+WTYk7t+WRDxt9LJQ4brVlUHuiUSXLWsM3S9bXtlMINlPTGzXFG+4kYS/ZKFXIzRMVKZitxwLFtTXp294KnWdA7dLP/72qz/cj3pSUV54eA+rinrWbmla5BoTzJ0LBPHxVcfKr5V1X7u2Zw/1VGa8U+TMTYyJwC1+7NgHwcHBtPKBrOuZ4253pqbaGn82MCzYNzj4Grd0JD5+K8gaPTysrT+4VtsUHByYddbOzM1DkGkdca1WtLOJmzWWucPokvWH/rZ7dQ9UZI1kWp/60D/YeO+BqCzWqWMD5U2t2cb+16qqyq817ezoKCvbuNHWtq3t9m2a/wHdvaL1R/eKRKLh4csJt68MD3esPHo0IWELZUtCQXh4uOOml+TbN4U3lZ+Kv2PyEn8XaqhBiIWJuUGa9LyG4mXTf4ep7hfbl8sY+T1T/23AttxWU5QjJC+b9h9mp/a0l8ik+TOC1JK2SYvyhLHL4FdVXbi/NlBduK/FBXeiwh1vaFIFzAWucNfRiwEiRKR0DIAIaJo+LivzLJA0uOxUAGgUKbixSDNbgjerwldmjJpAeo+LE8ij9NS1WLcbAbxhgpMApHK/zBzB+6Vzg4nOAtYYDUNCKd5ZBt3bSS62MNdOZh0m2lbAObVKzn2prYgoHha5y5TDOUo5i0DFLle6HzGOIpLLQ8Ktnq/uUcoHUzJXHJKNqrm1lA7dMtxTQwwtonfjQPrx1YMLoHZ/cP/HEp7czARZwYDK3Bwx8HRGnf05ixq5JD09r1KruGfbdz9/8ummP3954auvj/2CJlKEsJqDHfwkmMAIIEG1xAE5x4RAguq0Tnumj3ulxbkZ9rqJnPwpD/fV9C5TU2VWMNGWHItRkPIoXFvEdKFpkIWVytjOOYi17wNxej5ExZLJNaZTHLpmkZzQJ8Jqc5niUgYD0e8WFkjj/lJK9tlQeN+ju5DRUyxS502YT2OxFmeabVflmf4MAsvdmkMg+5bMT90ORsnwmcroufNoNkB8+4b58e2rNfIJ+XbFZGLTRqJLmi0ngLi3Inhu0VoQm6g5I3vlefD5MIPhJHaKS798/8mnP10AR3IXbqD1UlVMu44OlVpme4SynunPrVbSrGSis5QaIXdzD2a9NeuY0o8aCCS5o24tdWxaOI+cZdajhNSpgzbkK5MN0nQRzdqID9LJMWDbKSAGpBr5ydn2cNC5g7bd7C15duptaoxRGgSxvkuhsFjTyaktcvq+AKYMBgd35ClzEvxuwmENPgpMuyNM99J8ezil0JporVNDjZcHykwNMbSYsSj1QS/K85z7kBLOnfFsEoE8ilXOuasL99cGL1G4X7+eQFC4X9+7nuQ7ovyl7DfTSO8WDCsdA1i3OJN0o3CluZ6tMUk0gtVlMJmbNkVilszkrbTwoytHMMwxO/IUyTHbX+kYwGlHR3j2Idzb3eoWkdCRPfAsqWwW2G96u4KPgQeGS2abHLt2r2BjDK5i5W9nhR/pDsNMrs1PLqRdTii1xlUKW92yRPeG/eNx05vsuoSYp3jszuAZ5465AxOdzFuinaJaa7xE3STNrsL3XlvEsUgccQ8uRktL9Q/o2vqf0sP9INhevalnV3ittTXK/3w8vn5gJ69ZmlkaWFFWG1yYFa+kqwGx7hdTJurFIWfOfPPNDz9/9eCTxw8f3AfbmK76ov05XRM8YTsDUo5ksrg8YXsNeRDE7nRzGc+BYXrw7zEjP169/9XDhzvv+/sXFv7tb0FBQmFOzlBOniQlyOrc5GTxubqLJUJpTg6dJzEdzC1uXmDTHNs3zbsjHh/x7vaJ6ANjN1v2aWXkAuUsBMY5h8fr7PT0tLKKTnxWRIHbTGpPn1XS8cbByoaAifq4rrh9y/MaOkOD8jnnerzk08wDC4GDt7FJBRZ+crLH/RzQ5QgZuYiNJ8LuDI7i0r4+9NLUVDTNi1bXSpGYaGU1CFx7PRwmCIVBF7cl9aQufCHynl18LgiaZKfZdtXUuQJeHM8GXkj/8s7dVkRc9jSal6WExpnX1/tsg7hUwisNFnh5hkJLgkQV3754AeLbA9qJ+XZQ4QN5n+euLK/0KS4eHFrNqIkleG7upjyNOE8CoUxGxurVDpKnYtkpmAiM0qpPtQRy3wv++sEn93/WrxoBpt070gPHtCN63M7u8OEywNWIwMCYsfilkW/O/vWMTBs7drWs29Y/IiyLelZvl1GyYlwQmVaadc2/KfjJe1nH7PTc3kY/xMmptDQ4uLWVRmsp1Yv3SPbweKv0Wlnr3u7uD6uq452M7EoH/Jv2unRHlI4B275HzrbTsqrOU1mHbZs62sqAbb9aGFzrOuwbXFh486ZIxGSWlT15IhKtXykSudS6Or/DHHY1vsJkHk1Yyey9vKXAcZMjsO2bXpZvX+nKLV0665BBDTVePQSJ57bx6MuFGcXTq1h06u52Hr0hSAsOdREQ504Gzv1gD1goyKHg3GXPOPdVbAXnDrW9unB/bfAShbu19VGCwh2JvvGhnUYwMVbRgoxM8GGi8SBgJshONTYmkXBtoNra18A9oAXLHG8nLcH7yiTrZAMVg2dRWODe4o/lou4gjaUR7hRBriPHq+/ZOmC3zgzGE13It4XIKx35zIuo2MIcNPg0EolKoC9XxbmjDoFgIm9+BHSSIrJdSjAJUHFA3fdyWcSc3hjoUxMoA9g2CAVMgIDzh+emi+t4jbWvhJZ6hXPLD48e/+7PpG8f//wnyZSvjBBY907NdfD/QzQ7OUla+cB9IiMYzeNJK6Izjq/74ZNPv/xy059FD27dWrPGx0ehI4/TBE8ZIC6jLXf78OQJqmJ6jcXklNUK4t0n5JbriHfnzAg6Zdu7+6TQcxDBbWjo4ODjE6vEwX0B353TSBYCSY6o+xOGQ2CY3sjpmxXD+lrB0nL6uSEP/Fh83D4WAotGzTiwhXkhth2OScgS+BhyTI/PL9c11n4CPkseo0flaQCb7w59C/OQzQPNBXx76JQBEQ7IwX0DvZ3wGm0hNGekcIiIeys4XOApDT2dApmsoUThztdZah3I9QWrlQvffvvJX36ch2LbyIjFQiuwsfEe1rjStps060Lg2pHx+mw3d75ZNaSmUiiuM1NT9fTQwsSUZ6aiR7/GKAx8ZVDYKbKn8TA6RkNrsou+nY6OXOeO2HaWkZHRdmhXWkJZyxox8oZl6V3Kev091tYKlTuLxeUWwLcPqHTk/2usWytn3ZmQl/oG/O8rUbe76lqrflZqqPHSEPArNcWGB2f4ty+yEMI3Q91Tdy9wzgLOfaZvFuLcNeZy7nCBunB/bfAShbud3RGSczbGckZ7LHiYdCDwEmYUFe7rIzGv9da7TWJmpykf1DY7bEv6+IMYzKh2VBSJFIMdDTxwmXR4HFfwmV1x3tSWhpH0s03KDryxqToN9438VtmVTbVYCY8OC8KscA7ziNOmJdze+xZWRe50rbbgSgzuaWq77Wq9km18yQl3b5HxHzCHm8KURYrKwY+PB7mnKA33zJ9y7nZYKpwfX11WZqxbilfkaBt5H4u45xpVXh2Jq7EMgLofK486pFue5UQgmIl0OztW0X2gqfzwuBN+t2Jg4uE9XvphRZRtd2GgnRISf2Gie1/jxYl6ww1imfiH77/7y9cPP3n44MGD+4++75Kly7rqNSWdlUCS94fIJvIaRoMuptQE7EsP2be8vX1wsK7xl1++//kPf3j4wOV+d/eTJz/++DcwYiwq6trHaPfJ74kFAXuSTwpjuVTWtc+hIdRzW7GlnHe3yvWsFNbHSaX7oDN00MfKXU6YGyTaxC5K4jQ2ouxUULx3OUhMQTTv3iNY8KxWXMWGCSa1gCRvTKlpF+ZpAlENRwOShs6aoDqOVU/sUyXj/zoMli3jcAYHJZKuLplsYvnBlIykRbErsF0LymCwwKbYqqZyX1yRLADM9OfPtid65dYE0OlFkIPr7jWfF2lZNeSJ9+cJt/VFqzgNMFjQF9punlPPUCWbN1ngGToEfPu5VKL6XrAsaV/XhrhthI2pWlb9IXRpEoHy3qY4JUQmDbXBNkUghfuGGQp3E8GuNOCvD79f9v61cu7Ang+P/fzF3Ud/K/YjUGyznXacohYWPnlSUXH1alXV2bNmuzy2zl7NItPOlx4G3fvN9wvDqsa271qTrPiLXCVwsxs5/IFtd/f7hXtOjS31RkHOguT4zMLCpqbu7oiIsTGzXXzIYK46djP4QNt7/lWnLnm7rcks5QaLslu7w0rPj9vFBPrXPmXbI4J9s3V93z8WGPhBcK2zc2ttYOD7tAMHOjp8fcvKdHWHh4dda33b2rJB3X5P5Nyxnnk5wdm1N6EAxO2UhIKXZdtJpKayFrtItbpdjf8AVrHtrRomuvalcKYZ9cTUpCBJUV5o0lPOPXEbfMlNtBdPd68jzr19Luc+qC7cXyO8ROGup7eS1MvEUdCI5MWHxqHC/fLMjLyZcDM7BG3+ODEMihIlyE7lcokK5Os0Z1I5Vny4A+jebGssmV8Ilia3lNgjKLBdfycBqy1AfjdE3i2FoK+8jqVp/KgRRPmpCs+bGIz3PUKVsTMlisgnHVFb1gTppQrO/RgBkYSk8gTu/AhmeiKwrGdhrfQRPKwDgSZvIs5hRL+42RRX41IwlSACW8eJVQiGNiJWqXKz6WbLUTnrHmLeYOrA++qTj750/PPtr7/78TfAaiNfmTogyZH1ywZzB4sMeytyO3ikrzYMYYxChqq9aYmGxueff/QRifTrX7NY1tXtck+Z0089ZVLBUUbh5K5wlFGQIM0cTwZPnp8KSmif3TN4dwM+n8NhMBRWNWIQzW/jIPp+LmzsrSyCTMGdUCFCNyzSFJJvcKyei2L93wXb3p5MRklYit6AYoWnwQthFT9VnoS72tCcfONF2PZlWqPQvbCfXjkjU5AQ+T6ouaDSR/XlchMHjRAGgZpcAQGfARS+Kr59hX0+vD0VYnl0d8SOMqkW7XDC83zo6Qw8r3Dn62y3DpObrbjqPuFWWXuvkShJTZ0NgV411x+FnNraIuN1ZZekWR8GgvwyM5hLnWVubqKTBu4yzuCcVfG0I8VA5w71GBKk29pOm3GN692ENe4IU19+0HYH2HZnUJJ368dPse0KVxkjuaXUEkq2fpXRUv334GumgDtgpgcqd+h90gdQIBK1Tfeq/jB4yvQyfcHBHXnLtMkd3JHK/RUkppazcI7Daqjx6hHECNEIID/zb7exNzU0p/s8PU1cxe+B0+KZsckCC4u5nHuAunB/jUBcuI93HCEu3Auw2hG7jSdJoqu4Ijiyo5e0eSlGGrLVTwQT40rgyPNc0mWXLMwo5BERNVqeD7tCKsOuq0YRsCdgYfcEVYFbSFcDcW/YyToKNhSlmFH22293dKxdq/wrDaGUNuz4wXnc5HzvkQ7Xndf8sIYrY9TLju9zd2F5nvjAMsresLfw6tSYmJUraTQ/P5wAPdI7zDd7ZfexeOwUJkvtfGvX6lLHTLDF/Z23q8JajaM2vuWNL935TpfCytt20q7Z6eEngj3AdlZYme9NWiDVm2AzAaz7UohRpD2JuhkWuH187oSChVac0FFN+hlDelyX9Htwdn/46cOH9+/f/+rRN4bpOZp5wgYGgyHRlIb0BwhNR8FPxTRguXkRPW60xtPT5waZ/Ke4+48ef/Lw4ZOfn/z8l7/8/MP3Q0NF/XRhZ4qnFXiRu1tZAMEOfox0zYBO2AX0eUWDx4c7Z7cnubMhDvTuvIDR0Lp89x4bOVm+eLGXF4fj6dnZmccDNh1yU2tCPeuStLyWzVaRCGxSF/VZbau7Qa5hCHkTcXFx9WA409BpSg46vpuT5O6+rHnxi+tO/v1gL0xc1MPJ8LzY2YlMKnm80VFPzySr5heUzLMXNmtxyDUBPHNZgIQcpOU+3ze7eKH7cTKjPkQa0FmXZDOPap+9OGmbhCcOYXRy3FVJlk1sin1KQtbFqex3ZS/O9+kKmQjgLCKa0mBxMYRDiU09iRzcBQtLHPafOHgcvwNYtdhKWH9iX52SpudpWFmdOMHjNS9O1tnhXX2+hXU44qoch8NaqNZ2aU5JHE2NfmGG0tcamGz1Tjs/FriHy60AgK49xtv7+T+zrf9k78yjorruOH4cjvPHrAdmZBlggBkYBoQiyC4g68CwBGWZjEJAHJFNUJaKsoggqMgmiEgAw6KAgIqCG0hFBQy407RpbWNNUuuSJqlNbGLbpO3vvmFV7htSm7aew/ecLvhmLm/eMHd+73O/9/vzYQ90So01NDRGMst4cktDn8lLv3GD4cCekBKZTPYs86i80haFGWjRfQbGgntlJxoaMjPl8g3wb3s9WRWlGtUNJ2TBPDY0aU0ZCM70ZlZ750vPWlpa7gnW2OV4JiBTyoK0x8ziM467LEJCNI+GjOxyTGwZGSktHXnfafDMGZnMwmLXrtZWe/tdzF27ulvtnO7oJSa2MrrbdXTa23OW5zKWwX9e0yiTs+bEyIA7dppe0IL+4zot5JqEUvyFqyZ+tjZP5psYKfyTJ2c457eFKzmRvteWTjH3pUt9YdVRGWJM/IOzFw3asy0U7m+MyAt3T9iZT1q4U6lz58YoAfQZY9zA45AdsAYPVXfBwDhYv8MwmKx3qpkZWQsmxI2bjXHOe8S1u41x/V4hlvgYWCOxZhjonpqrgwfOInKXO/mZKd+KI7g1CqUDf7NOCjZqha7bCb1JQ/DecTpdTw81icJntaAzXEPK3FEk/HLmCfzdCaJ5Jcx2xgg2tB5JGVKTC6Z90o6MIjrPuBv+eIcgXIJcPqxgnc1gdOXhqDsNmAWi7llchU3Sh5/c//22Y1/v+tu3fgiWc7hxanmEJ/od7T7+dYhfV5rRT1FsULq2QECh/O53n3765MufLdu8+cSNz8oiu5QIv8orgog3t4J2rChR5pR2JNdfaDXxS8OtxPw6owsEd6/1qrGaxUytIMHdhEi9QVEr5TQhtinm22rJXue5WUTqDdJBSihYderVilSZrP8ncjb1ENRMhOhAT1cvL9R19ofL2dRVufRhxBHk/ZAXusR0JexaOKXtIJhXlgwiUbttwAzPuTiPNJlwq3p4G1REwCAhvKWatxuIsuEldpGvohw2zVCRKOMMw2hr15FthEAOd9gjAA5yOasUgteXg/HbWHNgav1OSOMsMvFynfO5BnQXVoXGCUaOjpPGCG7FzsWwF8g2g3FI4+xLi21vsW8DIM/VaQZAPknhIccdBmQwuo2NJ6fLMRZTbxuA8iFivdOQPQxO9xidTJhFlKkyiLazJmj7NsZ+grZLiDT3EsPLqIcGzCbGykwZ5HK3JzJlGiwOQdBVLuMhE71kRNuRx/01ZacnJ+lWsaAF/RhK9upaVMudntMQcw802j1jTRGlU/UJZtx8v8zcI6xgK81C4f7GSHXhPojb2+fpeQVmKlzhHiVtpqbLxjBHfRqYZPGBAWu2UeUb5v6utPbppC5fg2Xqnp7g7knEHbXdCU2WGrBx6+4V1JyGZ5iji11snRjpiTcxVNuazku0YzzbgKMt9GDoSYXfABrmeaP9zpkxbFm8QVpKbZdi+yjp60OyDEM6gPvt1vSU0uo11fgNqvr6nZ3t7ZmZ60iZ+xFy5u55GeDWkc5OfOmur1/JGrGv9k4bcMGuDmjph8mbNG41eEs7yZzu+oD4gzNlDRqZFQO2pHvBRJ47eR8A77sRojkw8Oq5WS9RE/oH2VAKAzNQbvkvv/n26ROUMfP4ydNHn3/lx7kHzJ3LhTwXwKnAiIG6V3HroHlonwN3Jaimpry8r+/DRw8+efL4TydOfPEUwmm++upg0scm5UH1eUUeHh4Xhdn+5b6Iu4c6dPjXC4sAheibx4uFK/0J7t5jktVRvrJefNF8wjZjbn7SdevxOFqdw8eRqdAryYEbRMvOu+gab/6yldl6VYSrmnBrjRftvY7dvkTGY2StSRZ3d9B7/v7HjwuFamqrVv2HQmD+fRmYr1rqCoH0/tfKfbPQ+oCv77VrNTWurkvm0bF0tuAFQzjmbkptXypc/pqlEfOl7Wudn4vrr5ls6omso+UtVe17Aa1adZ0GqyKwcTbeXJWZR99czLeBZZkO8dwV7pQQb+8L5ETmqeDtVl7cU4G+QeakcZE1/oGnFNznJD1mPYT8U5tM/JdgPfDOzh9//OGHn30mlfaGICHSXsGy3Gk7Nf+u9C08tVttkudNSt9ngzub1RSSPzKSmZmZz2saqLR9BWq4+bAtb/NCMiXw6QuRsgYKfCYHtaZDi2PeUfh3DY27vKGdCQRTENm6s25nlthXy55JeZaw51Rff+dOHk/mbW8PgewsT1vdDQOsTI0GoO0hvEr3yzsrgmVTtF1K0HZZsLTzA6Dt+52AtsOZlSYmJh4BpC/z9m5t3bWLybS3t2u/A/846NQ+oRjGsTUxcKuwjbpi+QpVpTmZBs8EVxT4LGxLXdB/VxGu530pkVU1ERMTgbV5LE3RR+FnT60qrieYO3eKuUOr6dnMfb35voXC/Q2S6sIda63W1e2GuQpXuLvz7KntTFyd6gOmQ5IMEgn4K3lYxzZp71Q6nSzJ3U03AFAN7obBgF4J0b/YfPnFix3BGFmJpdqI9+AT5lW63KXgs0zD0mOR4SiVge82O7EeYIwvdN9ih0CTwk7s8QnmHoVtwYqYu7cK5q5vCPk3enr4hQUk1MBWVVdBOnsMrOlX8RsOlBrXLbPQmYh0JpfIbAhWeaBF7NznZi3KpvUom57y+fzULR8++M2v/kzd/BhKcITPIVcmWUAjAHmSTTnkmMdyfZG73MgIxZmY+vD52vDk3/3uT4/u/HobNX3/F38jnrco1eb6RKfNpYIgmz7CkM7hXppCIeoEdydS3I0y+O9ZTfL4CYGNh08hwmkWgZE5yEtMkvqtbnVaUEO7RqkFTqt0vmsro9fV1Kz+DQ/5f1To3FZyfYnrBzsEbBwEgn+PtaMlhjwi3ucgpY68nejLUhcd50fCEyP5wqnEBRVSU2uEd1XBNVWZJoN4uz8sypB2J1UK8XYYlE++HwHZ5f1m+VLnFBqqhjxRhh+6iEObDnZ+RaKNH3304EF1dStUrg0WUgiDefmjVGWUpE175ZqJwKzWC98PuXr7NT/ALQXuNew1fjjRO3W2DZCua6ZpoRMD7sKyGVOmm1kTfEq36TEnoQ6drqmpA7NugMZlYmIyZGsAJkdOdyVtd4RqW0nbWbCpCtH2MXoBqxdoO4MpMUzRvMvIhQ/9CHz4Yb0TudzRXh6UKeMNhnmUKXMEvmoQKO+GgZDL/bWsMmTz74IW9OPptMBEu5GTN9XB2lnkBT1THV5i7klkzB3uzBcK9zdGr1G40+mw8kj1JHK6XlWBPICkcHcrLaYyhrHNjjJhci7D0uOx9hhqAI5s6+uvWbN8OR1zViL6CLCVPfS5YZeWfpRTO2MQ7yR/1rCaWuGOM3C4w7bZh9JKzFFwua9ZQ+ZyHwhOpEqwHhJ9H/auM+0tnlizjIttc2LLmQFssszGDWftHZ3e34ltXaWvL5UyGCPD+HZ/YZ57RprbZSTMfa2PbWapnl5IiA9JVKPtzjKNhjPGnTenrK6vSn/DXqlmg73shryfzOm+kX5Z3qtxwnskZGinC97ADzKwBZ+shoZMNumbfemws5WaFw2ou3Zf5MeUyNS/9P3p6YP7gN2fPPnkwYefX/hlHfK6c7m+mwr7uoBnB9FoYI2HnqkUSlCQQFBTA1nuvo1+n3/+9Onjx3+CrOhHj5988vTDr7792KbKfyu0S4pfKs7zCmrzpfRlcEI7glYKxEUAUw0I7n7pWrnJvb6MyAMdHf7+QuF099R4j4tiqMaD6nwjwfF+z6Su47w/Iu8e5q++y4hqn1QTH8/2j4MVAa6JCUHfI1Hx3tFxnlZfI4BWp2pgl1/1kmH+R5P1Ko+lrmLh8XpiNcAksouTiow8/tfzkpcu/eGsXcv5bdfYlee5ChjoQEfQcaHHvGv/tc4RajU0RWTPJpNr9WIPZ7LeXRNydhaLubDZ2MZhqzBc5QULX5rXYaKd4RC3VMX+YCVv7+HUi8kbL0HHw0AjjgP5cK5qPTAUNOLFPsLa3CsyQ9t3rihIfZHt3p07Waze3i+/fPx0eDgEgteH5BC8/hIxPrzUQTsjsmbGNaPbJljKedJMY2PjzLshwRWjO6NenTIRa2/ilYzc0JCUakrPDiTMyH/y8UyRp2VKZLc0RkJ4A5eJqVxL32dnPy9YdsIbuqYCW98LXne6pWVwsL29hUVJpnxgg0+B51mCtnuD0z1lirYXZ6bJo82aQgISzxC0nSe9693g1KIhybw7PLKL6XRHVgwfe+/2diVtT0xsB97ecmbQKYaxGWj7lTU5cMdybE3u8uVA21+DuG9bXq0xZEm27X5BC/qxdHgpykFo8yqa+GZY63zaq83oAL8GNlUphZh7qi/XdYoNTTL3ydkDJuSFwv2N0WsU7osX/xTmq8tEO7tXtYGtQVK40zXBEI53k/dCtG4INqbbkulE1jsV5QjrYs5q8eKj0CMvbVaC8EyhXBls2s3ixcEQ/Ys/rw2qmLbyzHBHbdn2wI7xYesbICSBtDtpPjg/y7CpN8o8nkRNkuQYXV0GQ0dnL+amB8nHMJPRroK5pyjN8thHgGzZAQw7vaZZ4RIvS4u+wfgGdbXFDTLLPJIt+y7Y5k9AmLOqNWprdr+FxcykipcOA3WvJaj7PW4HbO/Z8tGnv7kfA9b1J08//AhyZSiCPDUBBWWhvMOpBXP1KlqVMgCGy0UNT5MFWYQtvbDvL5+9f+uOzs+W3Xn84MGHH50CiH+caHTqLHIVvAeZ2iik5gDff8q+bGAaMZ3izuVOr19OnlcsdE7lEPE0W7QjgbwLSfumaonM1cRe1/l8CkUbdX8llAGOmw7+ebDLq2EN8/9hva0WK7jO5xIvGJF2P4ov2kmq6mk4GYhOwndREgzUyH3vhwXoqIuSiXd2E2Wl6TxfvEjE5y+ChKDsqS82MqHklne0s6Z2MGA1wdu5JKHqhE5DllGjqnialTRtGIrsDsDcqgP+1qrmOAJbQM3kmpoIRP/hD492sVi2mCnztKAW/LMz/yTDzCqMvXW6GToWElYlbtcMYu2/AFTebFHxypTkOdE3dYTFnnq6Ab1As1SnlbClK+dfA11dY2MoqgGTFxDnNgYNT3MAkjfBgKIJ2o4W23wmUmV2EbQ9EzA+g6nBtoSNLa2oCavZWcLlTtXURMOhzqm3wFX4LmTKOMJwVMD3OuBxR7QdMfd/W7mMJpJUrwUt6MfVYSsHYO71U98MzijiataU5AGrxAe9pkIgJ5n7jPljoXB/Y2TW2ULtvtOPOTqPwj2lYO5yCRXuMU5Ncx4DUprWS1397C7m6OIPbrRSS5pwvZ3YAQ+ph8ywmeOHDlGp7u448Myzv0INuYwz+OiWeFNjxrD9P8/ePkY9MYx7spstL6b9YS9+t1xxMZU6MIA7Om6rsSbdUf4WDkPvGAvOPTZyFM+VWRXpuQH5eO94WEqwzhFvaRi2tHdzk8nsrlTId2CHoIeNyph2pXJPPHMPsw0J6e6WSl1IVo3HbTslzS03gqP3kuQvWO84u6fhELNhdJRsKDSYXPqswaK4d9SSbDgQUPfOzoAAlA1taeni8vIfroF6kTCuzeRAYVJP7b1QwO59X3344Mvf3P8S4PmDT4GeczviaA51NpTGwsKMtvLsbBqto+PevcDA2tqgoNjYbEFcnIMitWfTpm++gYAZ+z9VB3zx6PEnn3z69Nu/KL6rjy2KWGUeUZTsX6Uw6UptTA1VxF1PjnWNCFeHFPe3xbHngxS+Bw709dXW8vnHj4svesQvmQg2N1CPKNqafb6Kqwg9AFkzB7LqyuPqt8ZedH0eP3c4t7q1R4RYvHWrv39HB2LvB+BptbUUikmojW85WPTroR9qLLRCVSs6+Twi4jA0Qg23/g+YaazDzc1NoTOra9FFsXDr1uMrg661OYTeo3T1wE2DjUMH399LGOvxgyruSVnDlYutp9VRjPq67rXxs/NWkd25vKS342Oz+b5dhQdMOvzF6+dTh8Mmg337QkMDAx3a5hNV+bbr1jbKlkaHOKuXjeAvCQUm9/gVNl7PJn9guGs9dA8wySZxuKBzbPM9uCWunuwFnazJWmRUN+O7erH+jnGXgih2tLyiqUyqqVlaev/+l1+WvYgCaD73hz6virOojtiaqi8ad/FkV0JQer6x5MSzkbude6ISXm2PIBLt3dvfLw2WSCwsZMVpnSkJ0/WsaMde9/6z0pEbt05YlB5lRdkST9d/yyWqsiKtuLjZonhkdAj6exi8FRaVkpbm7d3QIJGYma1z2+DSH10iOcSsbgiR9rvf9Dw7WuLNTLcP6K0YSxkbHYb/vytguGJIzpM06KQ3eBuXlPVKZDrpjkyZLL8EOqbaOToWFzc0HDs2OLh/P9MxhtFu167j5JSzbVnusSsxMcsgvX3b6n+btlOp23WKJZW2qvx6C1rQj6XwVfVtFE6bv3iCucO32XkuJ4tfEz/F3LOv93DqOoqmSvmiogMHamtjpxo4LBTub44umx0C1IDrmjOPwl3OnrtORYU7lYpj6sr8EaxjG/XY1NDEsWl342ay3qnKLqC4OfSs8a8hEJIsV4ZkJWAd2Prt9LC3DIv79XSoAbrY6pEF7nxVLvdhNu6+wICeAtko6fiolY30ALCTWmI9+HDLY3EVbnnwUH+xoeEVRrqe7TyYO/47Cpa4EXMna8SK9qaVwYvFt9adeBQ43TerGgoJ3PfQuNZbxXCEdHXRHwiTOfefiLroosCXYNsc7jWaLyR+f/Thh4//uiw35utPHny0yKiLVm8Vy1UQae4QIG5qKhRSKAgoczgroWfqKtPzfD+lVZ57vfI2r5jZSs391f3ffPLpVxyul5jAvdamp73KiRiYU0aps7i7h0BgY6ME5KE29QKPl7qnrjcVC4K4kcTZndLm2HTQjpO1w5yUmppAEEdT2NybiKlRigNGGgW3inbJCzH4pfMF0WQ6bFWklixYSbvGBUMQ0d0VKZCi4L8HGfj/VsE+qVVqKyfi9E28flCODBLyf76zqI+y8pUNllipqaG1FArFYx7udqWPfMusEAeMJnk7uU0GPDAwYCBFBW9XU7sAYf8RpGd4HEJ0ZvdMFRlGsXgaMp0rMP82aGrK5V9t0dYmy8E/zzm46Drx50HX3ckKhhkkV8fRWIqfRZTdU7cBa29ijb80k4QZNhk/BIjOnJXljrJl7GF3UYvmnol5BWLhESbX0ZkMhUfNkldArgwweqDte6CJwyRtn06V8WRLYf7N1Slms9kViLZD0+Q9hMt9tUXxZKaMsTE6t1zGCYjPWQH/2w1TJvrf16LtVHixLiTz7oIW9ONLXRTE8dPumDHLoXW7mdtuwqHzyDnujAU4xNxnTEcLhfsbI/fKZkANuMJ9b4AjWeE+mPsutnB3sy2B+QxbuEdXULc9xKY2mnXaUatLcZzVMNibmngUa/kICaFSpVLcqmVK2hFqdQg2V4YNNxTeI5ijgKTTY9bosLHflezi/dTmSkx8JpSXUbm5jo76WJ5t1ptOlfFwIZla1gUn7FfrpGC/Ma2tpcXbVweb4RdsPdM0YvbnN+3Afk+Hhd0IcNK5LcfnME4yd7zPHc7j6NH0dIlkL0kfEn3rfql3YnNxGhu/QoAQeUL+yP79EomlJXmPHZeopnyIodEoi45yUWEzdXMbHS0ulslGRs5Ge0JHxtm/3UDdo6i+yuaA35bG2lDfUMh02XTu86cPvvzyCeiTB4+++szGP46728G3KzXJz1dx6dLKlXy+QtHTU1jIbavPFsZmZ/M7Qg80FnJqFbtfvBgekdw6ceLR48efPH307Wcvvu8XXow3Xe8h3neeD9yd05hBcHeh69LwJah7alFRfX1d3b17jY2RkWAGv5Qce/K5efjkGVqvf16UnB0H5N3kQBeQdxPftiD/43litedAzQ2wZYOHR1ERasp6yb8NTPpZJibwizkcML9TQk2yfBV1iMHHXUIUft/WZODwoItFz2co3hSY/AzNPHb6Inp8bOxWePr1uPeCytvqfE3uUSjErzDJUjhw+f71W5OLXH8IIp8pA+tVzy8mrwyqq+U0ppo4VK0UF6mrtJxP63B8bDKtrSuJc6DcX+wxr86yBtaurkFBfn5dXf7+sByiSgYeYloo52AqP3uVinrcYIq3k49qHb8PBoyMiyV7kIHB+fPnFvnufptkrPURtIxCozYPc3CQbwxz8bxp2X92KC2trOzu3eJnNyTSNDOzoe9PnaqtVccOssS8w8/IyP+kpzu7n5UmLRsufRbwPsSnVya8alWE/mGItaelhYTABwxYOzuKPtUN10A/bC+7vyn4riSgQTYiPRsVhqYpaJXsktA/GlIaIDtkkR9shvob67vstRwIGQ4IcHTMz4+C/kowKND2/S32FsHSlAJ3oO2l3o4TtF1J3ncFlJQ1DaWFyAbvOFa/H8KThpRecYI4d4vMEu/q7nZHx+pqieTKlcHBlpaGBh2dbshtd3RsjcmJiTkWE5PDWL1t+evQ9hXbHjpKO91+UOPfBS3oPy0D9byge32+QXnxkxORR/a1Rkob7flkKa+/teZAZG3WbOZOmWbuC4X7GyNDMFYDoMYcdTGGHab4wh2FrOAKdzCEw8C4wt2aLaeuwOe3XDZLBy8jzibtwpKQ9U5Vcm0c9kZO8qsWcsxRlCtDcl6LF9tDCIFcF/eS0ZkNGpN0/UfUB7dxVpl544TdF4AyF26T9yY1ZCeSXDfUpFAOHVSZhiTWk5uQzj+oh3MpISmZO0kkPBKi2vgGtkoNQNS/kwVLhTUdYiUQICcPqkHyZMkYrToaLOx907RQVgUDcu+DeWFzvhmngbojdzii7uDRfmfRos+/+pPjHeq23//2k0+3bOLyrVy9aMo0cuRvNzVVpsqc027jPwdMLhY4UNDTGzlBgueiAra0dNfXf6b+Acj759+8mIgQtzY96RUEfTYRd0d5MlM5XcruqagFKzKmB9FejRBfb6omgNMizhARbQdavdB1vhh6KfD1lTQazRcK9x4C3k8LtWBFCrWpg0dMKk6wD54zQzOO0epsQuEJqUBlp3VKu4/iC1euRu0kWXz4/LTEVEgsfMDVhED9eSwwzJZYQIEXmWR0TTBf4q8lgncTbTbw8lL1UCRnUQ1Q7YOcoKlGhViJ5snbkWFe5YCo3ek7i2JJjTyuXhDeTPRM1afbmo1qZjIfQlPidAsNXtNkDw30Umk0/BAeaiYQjfQ9G1ztemvg01rCi8auKIIpHbF2tImE9QprF9EreQGwv+iqRfCMT6g+mNKHAZOvYRZPIXwRCyXLgDldudBGp/N46VO5MkravoJqP0HbJ1NlPNnBzHag7RasfsPbsE68gnEEAiKDYWEBRdSgASFTxhh6QKFKuxkS3JGrfVDPDtztubAC8BplO3K387ALvAta0H9P6qLrEF3mK5juooqY+yba8amfrQWXXmbuSdNT0kLh/saIvHDXzZdRr5TgjOqLm9O3UUf7cXMWKtyHd8xdTxgUWFLfjbk65zFQQsodqt1DnCVlQ38mtbsB2zvV0pJKbWjAlZ7jtgHbdB7i8tC1rC/rXInR24GF1iXFMdSyStxhn6ij29qr0/AwGu2NvHkTG/ziZmxn5yTFutxFCZbQvT/gLawXJ8z2VqKd09heXClsYL2zpJqR3tSPP0NbWwtHO52BKPw3kZK5y8iY++LFo6OJicXFUSTDQKVt1tvAPFMy5I5fAQBZm5lZWDCZnZ2eKirysKgmSUCzbOSDaPZbKnaJWcOgIyMBFqWlFaOX3d1eWUGJB+ped48TmAHU3YQSyelp9Pvq80dPkdv98ZMHT7/5C/+7qqo6h3u1Sn97dnZcXFvbvQOFfvdC4y7FipMF9f67kdu9MKstrr7e7LtOzczSYgsImnn86IvPPhjrP57w3GP9KnHyeeR35zT2hWbF+RPcHSZQdXUrK4TtFTapPRyOjW9VXPZWtSKPePWpq2293qMIkuGr2hRZ92p7UuEc6/jn67OTY4tcI+IB3ZPqMJErLxTW+/v7n68CCzzXFxh86L1IQOSptQeUhXtWlkLhOylFWxsw+RmaOuILj8oCvE65Rzz9wD0TkywbB25bR5B/ffZWISTYrJ/n7cRcWmtwOAK2t14q961tTAVjf1V2LLDjHyBE24Pauoy6DnCr9hWRtzuaFPzO7HrkbudyxSqTHaHwDHfd15bR2HjvfPL0+zO3DAzygLf3cLxU8PbweGHbgXc4QXnkAwqFW7Zwuk6uIlmuss7jcn7X9+K7qJTooQpe2dHe3pGRZ5L83s7bKSlEgwQta+vQ0C1bXt4MPS1r0fHvvvn08y+Gy2DpSONW8XDnUIqh26ufVi0Rfa9nv1laWklJMaizE0D5DAA9HuYexaroBVh/IqC30yxKGQypL9J1TxmVjhTbVweUSpsA4UMb1r3u0UMSSbUFCqaMitLX9/RE62NnWiwCmkb3ukCuzOjIiUNHLALKpmi7fcBd3qi8MyTgztUW+1KIxgl+/86RxDPV3r354HK3a2mBCPhnTr+2s0tPr652dFyzRkeHyJQB6ei0grt9+erVr8PbY2ICnllGqdoXv6AF/fgyUBfX1zWGttW7Ts52HtlBXam+5UWTxMOgKJZg7lPNmoqKsqaZ+0Lh/saIvHAngkwsejFHF8uAW6RhYQMq3EcwwSFa9AI42j7nMZCL4RHY7I/zjKDeqSQ9SnV1kZdxdmrwTI0ApMG62CFXppksV2aM5USa1nsW8I0ED6PRaoCmJr6sHNWwo2pgXe7K/HuSjrPK3QElPPyL32EoZbTqaZDh8jEWpG1iVyyQEHMnbcOKhEA5fuFDqQ3sUoDkw4b48yVkaMhkonAJ8kchfofiJVrB5IqNHJop5JvNYUiMPedcQfEQBgFKXQRJJA60Ki5KAD914ZvPRh7fof7xt/cffHpPoXZReHzS3y4QiER5gloAqhAUTvGHpphvm17n9xHYvJabrWb6E3365b//7fHXf/gDUPsnX9z1V96VOhPcHeXJvJLjHmH1Hr+LGBAZ5lcK4qcyeie1xNRVWMNXTHRNPWXE4ZZ7HZ/dgnU+8gCILhbWEAC9gyjcAaFPhMGr0DntVOLhDmCWp9GyhWI1V9K8mx8kdVGsl4JDtLTltAlcVRPtl4Vo+yloYTt/2g6/VIj6lYK7fX458+ZWQbAawOHO3P6JkUjEgXeTDx1KybWUCKhpU/Vy0V/eeS+y+6IlpkHan3/0zQe9Gg0QtLKG6W181Cxlqj8pkoGp6aJFRkbYEWAJ8MXnT36bs2y7DlNDauaJXRsz0N3LK9MbhFx0vUlT+kxdNkOBVzE6pbydM/ot0HXlxtUwXR4xvj0B8Q3otrx8gOS5GiXKOU65MoZi1z0hV2YjPQ1oO4MhM76s6zYjVUZXtwJCapbDFpfoid6p6ZppEAivBy73dF4aZFMBFUeNnpSZMhYWrZApM6iHvO4Il79G0Y6kp+eOjTBb0IL+2xJyOdCrYho6RHiVLwqckU+lZO4z8tuTp5n7QuH+xmgehXt1COYoUbhLK3B+aGnuNmppwro5j2mJ9sKvbccZl9e5nKHmtF5eOzdOorukUVe3lmCOLh4fX768tRVvnb7bnksddsN95dlKYJHBErvzNaUyndpcjDdvR6fbLbvlgnWaWFouXy6RjONOfXF0cMsKiwr87lef/JEV3RUkezUtWVdzZcYFItxXLN3l9pmHdtXuJPZztuX+wWr7myQRCTtceEymU+lOT+zrALFYg4P29uwEOsmDxj3T7Fucboz2b3gL+xiQi0tmZmKiRJKQME66A0xf5M7Kt2c+1ODJPW3JbyuQ2JYaMqZjqeSs3L3grVcGXlVUc82Xs+ngJk4o18HhwCajwAsX/P7yt0ePf/FXcLt/+rdvvh/6/juFIjIyMLCvLyhILK6vqavr4hgFpnLagmJdXV1rrtdlRWYYJdWaBK1Mdj35/LL8g7+caN715MmXTx/97cWey5cTPHV1PU4m17Rxu7r8Co0yFNzsbFfX+Hil49g0vqa+o+1AZE9G4aYD0IR1a+zpkxGm5jM4LIpaEdbT2hSUWg7Q/QxOlqI8KPu4mhrY0uPNzfHG5dlatXTpUteiWDCpHz9+6ZpSHVlEDPy0DhxATWU5aEvrDGVldRAPj/OvgSeLi04u9ZjyV76GtLSszU2BtseVU3oK/TIis9quiyN+SO6Nlla4+VLXS0FdRn0ZWQ414vnRdshuj3CNu6Z9rqfn2rXJJrZksj6sll3nV5jh4K8Szquri8WNjYUZ9cfJDfrAzN4zeSeJ4k/+ck1NOZykpJrkuQcz0Kf7hLm4W3720dNPn2kOlxQ3HNoVkHm0iRWVMD5zB4jBxYvoHmWuIUT0DS6GCZXyvz168uUTZrUsE1zpLnPMKsg8H5bgLh8NKbE/9OpuFH39MJeEmxXSEQ3HxAYZL7pgXDnvinxcIMu9TMP+iGP1SJPl+EbC7V5gedb4xsPE/c3SJk9bfX0XF0tLiSQ9ff/+YKmtbtiGnZYlEsf0Q/bBTSkJbMve94/Ype8vDTbbWSnPZya2P2wuTRuVB9snbrdzrB7uLct8qNfu5GhvXBLQkJvbnu4NzVcZjO3bz5xxhEyZ3BwnJzu7bStW5+Yue63Cvb1dInEZX3C3L+j/Raf9HTIoinoPcy3lX2V88qWMVJNySDpQ/mwt3gc/m0w3C7kojszIMnFF3SAWCvc3RqoLd0gAwBwlCndjLD+uAFMknh4DFicj27vgcCWW8KDeqcX4ygw5yXH58osXd0KvTZkZjsn6QN4NSa7MRrojyVoAXE9Nb6ojiyS3RUeHwSggcbnfAmKM94Yb6EYxcsg8+KjrbCuDZYjfoRlmVka2ioKkZO5k1NoHwL1K5o6WFwZJI2oQJK8AbyppurxSPB6DoacHu9dUPE6fPgChQ2uYxvOj7jfZ3vBH7GgxNGcG8yo1GkHdkY+8iptFZMk07q67+82xX1FX/Pb+5195eZmacrkoLV1bu4r23PS0WjkXsepAow6aq6kzmOX5NijqXdvIATJlwrWclxR9/+KLp/d/C+T9Z08eaXYS2w0MrE7z25SWeSMjPn8mdz9sKhTstkki+LYfZzctds7eqdBOFHqmTmLyU5RQfpVg38ttWF9HKBqekKoH/kdkDdE+yuuWZGTCz/vhiTfWsPzBIWg7DRY/5isD05M2oegdxntHZgt5yE9pO8ywlGJlZYX+SC4JVN1MmVvBbolZHQ/nFI22aJGNDe7ewk3XEvr/23/9M+qyY44ad3lDmM+COcowEgjmOmTILjPeBZb0P//qwaPvSGYTfd0EgrVv03Pk3X51H8o63aMTnVPl7Jn35p6sTPjYr9Ernpoq9XWjjGWA052Mj+qiBTgDXc/JFHfUlGOdbpom5EsxJJoFcIsdzUucou2d0DF1OcNe0wxasXrD9wJqxSqHkJoVwN3LeMGQKbMNervmo+8EBkNDA/1vLmM/8xhQ91yGE9E39TWkehlwQQv672qpwBcWAfOm1uzMBUHA3OOmdkEh5j6rZ+oUc18o3N8YvVbhfqN6GUnhfvvIFWpxJa580s3JoV5JKMAcXWyfu4I6FoarC4dycqkn8HnkaIOUpSeuxNsjcaJ6s3A7OHdUsqi5xSWYo7Dg7b19TWulG46H7a24QT0STNIliclctoxdgDu3HePG6e2tmtiWogbjCYlXWx++2vlzWmW37BhlcryZZzxqD5AoCRnjZlvqddvbp2zAF8k7XEZVM3dLyyNHrjr17/QR4TG5vqg/097u0Ptpni5kQ8FaRLS9/ZkzaTxPFxHpA/VFUU3G+5sbRhB1V71js8BzOJO5vzqgrImdsOGlnpEw5S09fs23qyewD1F3XxPg2n7am7I++8vfHj/R+/mXT54+evHC0lKhCA1tbExKquPu27o1LyiIciCjsdDIl1u/1TVCuC/uPV9o2LnJKLT80taLER6rio5/9+Ivf3rU8uTrvz7Z9bdhlvzyzYKE2LzvqxwUXV3AZAsVCsTdgVyro5dpbn5afOk9G0oqoOceji/XPxu4NoD3Jc4zL8L6peLj9QiTR6ZmZPg1UkIVDkHns7On2fvrIkEt63Dg8iBVD3xNGTiHm3tEXIy9FORLafTr64IYmfqLc7SJJZGW1tumauLzQY0EbReo6FA6LWfT+OSaj1MD/Uzqph2gJNIyjzheXnuqkfKeWKUTR11dINiyJSMjT0y+bGCg7ipwgEZV5+NJN/WGh3O5584FBc2+Lvr6dLd1G2w93aMqo5vSekcefXn/6xbvEmlFdIrnnF60JR4ff3zw4Gwrv76+m49twc2ooYrhEpn31a/v/+ZP3/S7zDUdEUE1CVHyPQRrZ0ruRleOz1hp1Frr5lOQEC0vldgzm+1DpGxP5feEgb7bhoKbrBDogHqkWiK1ROhmLd3HNkHeVOyd2GJf3DQ07qavb1sgvy2Tpafb27NYuroutmbyEWDvh+w/YCUAwi8rSex2OlJaVhlVKS+1f9j90F5SVhEtfd8x58qR6tKjvKP2jtt1jhwqKSm5xchtdzpz6P2A1taYmG6Y1Vpbc3JaWyGvdhmi7ZvtVqsqzfFavvwI7ICd49IsaEH/Q8WLq3pqs+LUrCYYe7i4vic1q2PqZ8TcM0xMIiImfp5g7s8XCvc3SK9VuKNGovjCnQVMBR/UPQ4b/Unc2hJAIbxZkGamlL1TsZsVUXYA3nsfxXKknjHGNVmCDn7kuTJS0v6kG3UB2OP990oMjb9myqgVb5JklI28o1SGJkley7huM4AkXEstJPSukmQFIaF3Fh+kj4TM8iqZu6GhE8TCp0AaBJncoaPrGmaZKm8LnW5hsZr6vvEGUoSPtJGwuq5hDpPF50xrnW6whh1cs7I5e+KaW22diBCv9bpOayOoeyC3zdL/i0e///22bffvf/YXU1MvLyMjZEdXcGPVzEV5XrWAexct+tjmuvAwhMDsm8hF6bOhoUZ2WijJfbffVw8+uX//z7mrt9sHECkfBhBV48VBjVmBu7fxZ3f+KRLS+CZEdgvRO1WgNieGdjZdKqjhd1CQI58QhcLnCwRW82gi9P+ht6cWGMDYz0+ec3lBhaxF12koSt/vB9F2WF2hVcF7e457TfXdHpIywEHbKGg+pn4lbxf8p3i7UIj2VYhe2lM9rpti1qkpgy7CDMYZi4AvPv/wqy4y772zWt6rRpl1unLWDYt2iDf31tjT/6IraVGQ2twvELH2ED07ai7B2l+5M9hIH2MxwUXewpSyZkacu+kOaVroMCAKpmJq/9NkjrsjT05MAkDbIcX9XUTbkWFeV/euxjLA43c1w2AgSxYTomD0mLcNw+gsaMpBhcl8gL6T5w1p7ugj309w9+0axqwyOLt3GZs1Q2BjEAhtcUf/y2Q+JNztg8R/v4Z0dMj7Qy9oQf8beQi52kYzcqnWC/21AzncGcwd8tttbKZNbYi5n18o3N8gkRfuYdJSssK9LJ9BLc3H1bBDDXbU5jRcaT5+CEqrAWyP0hLHf1CllbhNiyneR6jNA1hDyt27EETZiSuOEwaaqXeKcd4MA9HemNbWh/jY8Ir8zdT8PTgXu2i8Ynt36wi+CEUu91skLveUPd4rdvWmYI9vjL6du/n9TH1sLbxj/Fmik91tkjjzcVZvjNP7ZW4k0SujTYPbLd6/+QqCnhZ9grkbktU5Li7ezfv1KljoCxevvdG9RyBdxvIm2RmhxY7e3v2JGsX9lhuwCx4TjxyHBEag7sajY7Yb8FdqUj7jLKnM3t7+bnBllOcGt5fCcsLjxf4dkZxAv8Ce8o42RU9G46YkPxPf7/7+zRePHL8EffG3/v6//z01NaPnwkETk0srxWqC+t2KWo5fUurH5XFC1yLXfTVBDuDWDsz4mBuXXeQaHxFflHz9hcm3Xz19/OXXv/3roz8NH20a3Zli2f/991lZqamIu/sq6rNPA3c3D1eezfOi4/VVbSaRnIy+TZGUuqCVW8XQOPVwuGiSmhAyMPcQx9Z7XYM9pl1dwN79oMmSAqXeXFRzPRnhYWoavkR9Fqr//5H6klXxS08Kt8YF+YYWBhb2ULLeqy+KV1XpviRnZ4jMEXdw/QILM3x/AG03CD/sKuQqApM4tf411vP4pdDM9mLbx31JqYoa1aZ+c3OBQFs7I0M8D96u2LIpNYict6ur+/u/846DgzXxwUOcPWxDgefNqP7o201lmpLi6mb76tLhkW8//+iXu8k8P87ZcTNXzOnQnTThZrQ8LW1Ew57pLeuVRlsqfpl00H/py7eIM1l78/5DBGuf9SXg5mZrm1JZFtzc3LJ/JPOs5bqJWwx9eliBpbwXUtgdHW9I+4kpSt8nLKGSNyyrHjwiK4lmi0R0OtD2Cu/mwV8j2o6GkssDqnXamfYVLBc4w7QQR6f0xFslZ1PYlsMBg9sH9xf37klpKmnudko8JOtllQF3PzbYolEaIrGza7dzapE8c3yYk9PdzWTq6S1fnpOjp2dnt3r5ihXtdiuoK1a8q6o8x2n79oAA8pbOC1rQ/0arimjQr7rt4kl15ZffkqJ9lNq+LDW1KeYuRtuVpn4mmHvQQuH+Bom8cEeNREkKd55mDmTizp0bA+wYzIe7NHdijqJ8FBJyjLh2CQ9ngUdO8kQ8M0ZUG5+LgtLSGSQ+cnRmJO57lDFvT2IAjwLYS7IagFzuOSQud2t6MBCzYJJw83VgKe0mizWP5sEdkzFZE9ECC0dqOlkH1cWLUQ5EyJwIelJK5l5CTrXX6TbrxTDGVFjTdxim6VxhVJvhd+VO6Cb7IVy9PWYqN55OUPftGsGzcjSwEtHlPEcw457QTJkRfDEpa1MhQd3f0e6hxXlVEXb0c9wO4da/7/7yyR/+sGLb48cVFXnCLKI3aQYnDiJgTqqVE+Q4yaiOdhHwuIfQH7b7oyFS+fUEUlV/Lq5yMLrw0YcPHjx5suYY0cnyKJt98iTi7gjf+wF3zxPOrAtR71S+jbIrqTbYv70gv33uMhPwvUDA5ytTb5AyOA7c8zSxmgc47/8f5aoWxKdwlPsDfLkrYaXi3xDacIAS8DOgje08yu8prRdeN7qw6B0ORQ219p+HDlvthnj4PpvjonlcTVS2a2vP7SWfKcTbT0EKswqjDsL32tqTOxjW6VaapWl6M7th1njILNUcNUuAP+D18UHwmCDS3QFvozSj6V0LKWbDxr+AvPRmi2Ae2xB9BpZChnsf5dV9txt1L/NKCNZuzxua6+NlZqYBiLxbJ1+zYNZOI1t2L+wvitGR8XZOzW8uEznuMpYS4tCJnqkrdO6wxpS0HS2fKmm7Fmy+UdJ2FjtsRqrMTpYGIPx2ZjD0iBphrCYG4wHCh62jmkeNb4DLfTmzGRnmESRXUvdumEVQyf4amTIaGq/G5yxoQf8fQnFXRjOaOatbHQfmbjJN2dTUtLXRqt3kz8kCxULh/gZJReE+1EvN3Y81fBOFezWuMOqXPKQye9mYoz4nqqmMXmwYe5pkDXUkDWeBLygLoKb37sEcXSyXU6nVMlzhvmNd8bac7jQs0/aRVVOvRGHr3oSUqyscA/bOIp0z5V5yiLqrn6RsTkz8R25UGLZw3/hBe2vuMNFXcG6ta2ZSuxNIatwU1p3VzTfY1njKrSux32a3p5IMRkvz7ZZJ0uZ0t06IvrfCySn9mWWCPglOH1/3zL67tVM+R/jzDNH3ju5Pv9JwOwUT+z8lT/fq/e060tsu42tVRLCJ1qXkB2xvv2V82dON3BVPyHpjJUvm6GRXPDx22cVt40vXTv2wuEphdOHgOe1GfhWtKiPj4MEtSRACs3L37kdP//r173/2+MkHL8a8TD6+oH3uXGPPtUtqz0/Hnt8N0P2gn5GCv7UowvykcGWViVHgwYNJaIup69vh6ksiTsdV1XK0Fz398PGTr7/+48+aq3t7zcx27vzuO4gMOaet7VfosLs+2+pweDiY1IlXEH5YDfqAUjiNaODCe7vPZyc/93h7vehVjG4QYZWcHBfn4LBpk59fUtLBgz2pNopy/vG8i0Ue0Ag1PFwETzIwUHldfmRpaamri0Tm5qamwrzy3RSO30E/v9Tatqp98w2CmZazszl0nlUoYD0kMDQrO3m+hbuWwRLz59k0P6ODgVl1rvMy8TuLTsYq4C2obUtWnXWjrn7pkrZ2X19yMvnjtKAF6+5zB5N2J5PePGhpXbx47pyfn6srnT4+Hhbmflk+9EHvreqWQcgpl/XyxlIK1okWHz5Zfi6wMO4wycfJ2iOj8Nw5V1d9/Y0bx8c3bBhjDRs7XrVrvyXhsW7uRR9XNSFlEcd35n5krbXWG93GbS9Hl5U4ntnsVH2LFb1ulp1x7dodO8LCbt/W0LA71uJYxrNdp/wgaWlt3OgWxpaXWAxuv+NYwnLfqI+ygyD8JirNuEXvSqJsZIy9eK01fdwWvO3Vx1odq8cqd+xwc7t8+cSJnJzBdBgKXmxFWrNd+/YG2W1L94KmzCPHWjd7l0QnRKed0Lly7Kr3UTNW2o2cY8ecGgJ4wQHNy3OP2eXfvXEih5F7jHnoxg0GY/VqyHBveffdFSuubP4HdP2mUlfDVqp/Q+++e+xYfv5GfH/pBS3of6r1Ef6RPYUK8fOJbwbnCGFfYU/o8wiDiQnL1bWvr6dn2ucuToa1t4XC/Y0ReeFOZ/Ngd3415ihRuLcwca6RneDWTtQYwByla2aSpbegPPIALDUOMyuh6uCTUVCSezdJkvtRyLvJ1MWVxshFTnJmEKYD1AefePMWO4Ts3NB6QAypy92T5U2yUgGLy4aVgJCY2OMgBLaGsTsEkJF/p54TdFAlCYVULnqoZu4M8kasyOx6A6zpaaQDoVX0FADkg8bYZl+TQmHO6K/OEtu+dlpvscFmO3/qjlZTRphrgOLtmePaGYgiJhzuiLrHET7yU5QDQuFxwbff3v/NH/7wxz82V1ewdhPId4u2A7/I1BTc7aFEd1LkbveAgk/Nq5yIXT/IcRDEEvhjyT/zuAoUB/PR7779NuALtK/6qp6xMa/zu+8ip1Lcs4WmswzN5lZ50DoV5d2gobKgRylJS1ErK4EgjmZCSSJS5ZE4ELweRMuD0HWVNo8fWahNLDo3tISAOs2Wz9Eodp5SU0MZKShGX6g2Dww+JXWrZAoH3lXojKTqoZMS0jjwtnC95oPnCTvpNCDHa5K3k986aKE4+EWLvv/ezExTs4HIRmlhSoybWLObEfjDHwf5UNZe55VxzoaGPAh3RZbvUmP5rKWsa5TAlxzudIK161Bz9ALmZu26usbGKLdFQ+PsrKHQgpa9zjLom9o09dFCXReKIWHeTuODiUYOdOLzimg72t0PjVgRbUdOdyVt14P1AETb6ROpMk7MId0E9l3YSsWAhskDbITuUe/UJk0JYxmsFMuIzqkrdAaNS1HGPINhYaHMltk8wdv/Xb3LsDNTGYO1oAX9L+UsyuMUavtOfTOoW2018tPum+7zgVbuZu6UgYW+hcL9jZGtezXMRHswdJYo3HOxhXtTGVnhfrnsEPXOLdwERy/Lp+aOYOtbufSn1OoRnEE+rDKTeqVhGHN08bp1K1a0dm/AMtngM93UkQLs/tLbUmquBDs4bJwdXE6VYxNv3NyPbutuzsdD3rGxNStu3N2BPb53TLbC8W4ldgD9vSk521tayHgPTzL4rvGYC3ZVwGBjQvNVRkvKZewjQKP5OtskaSTRMoi5D+rEtJAzd9HGXsn23JA07PUmZLAxKt/72B2J5jidbDA03Cjv11damHsuq2qPit6KAVnDBHV3U4XokRJSemVXN1drdI4ZhrmJ9GddnbXW8Svf6yk8qH0QqPv5qtDapKRzSZGR2TUrvb7pe/r4a+DuTx+V/f3FvW+/Onfq3EGT3XlFJ08K4hS1jRcObukL5WdfPHz48MWa81ldfknaF3qyLmU/hzan6uGusVUdnJ4LSYu++vbbP31xpCUnx9Hx7t0y6YsXv/zm1KJT75xLoij8s08/f9s8HMC68ozWR8SurHKoNfK7cBAWQEP5cXkXTQ+bh89B3kEREcnJ9St3O6RyCo0CAfnDdE3JUnTw6/OEsUtND78NA4sQf3f+r7nftbScnRFnP3z4+fPs7CC+yYEL2hcuGBkdyDq/8nTEDy7cAd1aHz6cl2diglC0r4PYdb6FOwD/8PjY7MhUbb+e0GwVSFwplDGfze95J7CvKltlMQ5rJKsuXXrnnb6+CBV9saZ5O8kD9fVFG58/37Tpo4/+/vehIU3NE9V3nOzavWXDwayxgnXT181Z9F5k4ZY6sqG0lpwv/90WhSIszNJSKq2u3rwZ1nuC+1OmZzVn547IwC00V+W9nZK1FxCs/erm9OrSl1m7FtxSjI9fvlxampioo5OfPzA1FATVuO0tuB1sP9i+uVoy5I7mAa21IgiXGbpbPOi02TG/ae86SIPaMb5X3sTcf+wK0HbLtWvdYDBE29PTeRO0/YhdN9D2PSkFYbePHjl2bDszYAiS5m/st8uxa5E0seQj6XY53VctOssyb+W0HrvCrE7L727NjbHTu1H8a7vly48da27u7t62LSfnSvc/cle8++6/W7svX52+KwXb6WNBC/p/kIF1rEmqX1Ze0UTnD+eI2H+xd+VRTV15+EiO+YNsxyQGkkAIISSgyWCAxCCbyiIIDhUxoCAuCIgIDKAWRVRQEIqIIAIuyCaitogVXNAWwaWKgwuzuC8zjqO1o62jdrPO8rvvBQHhvcS2M1Pm5Ds9x+pNbl6S926+9/2++/2iohIPOZzo1dwjIwdq7gdMxH1YAUQNQnUWEXcqdd2QY4Bkx70kxB0px40MIjFfBnnpLgwdwShUAhaDukK0dxVlt2QQVwKQj9ydJMn9sLSVJO/GRthBniuDdyclVquPg/KzmUzk1ZK63IF38xvooYQVAbxaQRWQJMvIaP4ghZ8nMcrLxEzooKqhkVZ78WgfMn4cJzyPSfcGNmmhkBqyfQE4PMCh2mClMzQZ3NqIfRmrDKTe9AJX8SBkYnDwxdDwgmTodHonaHgTB31+s2WTwOF+DHO475GUc6cgidfWViJJsuNy71798ua1a9uo6zRnzyw51pcq42RXCvkjyJQ+xdxOvmDkTKck0UrL3yA3N7fUDjc0j7Jbjk9maRnj/PoHJKY2/DOFv7Os4NU336CHosniJZ7y/gaQCTKnfp1Tt5pNMfemkOq1KlkuJdNnmmilGYpdwRHAqTTjQttT6NtEJtv/nLCRL6JQzM2dnW1RVDtgKWcfmPnD30pJMRYWsioU6oM+Oy5XLn+XSdDeBXv0IYh8jMuSQbk3u0CIDuDsMKpasQB9qxyOYb29ygi93Vo8kVnz+PG1a+PGQZ2LweNFOCYMGdiEKgJtzmuGGOmFhezliLv3H+tQcjoI0Shy8e3FciwFJnnjcKcJlQI2FCqR1j5X3+i0PyxoPcz9qFw0uHeqh7gFancN/Iv9to/QhEx2K7z0Zt5h/WR+WAgMnVHgiCgxniuDqe1oMlxtr2N8AotRb6qMgJUjbIH62HQsw10AursLTLffMRREfBc+gxkIlz2Y2KVnsUwZKFHi7nYrK/TbgNzt9B+purswmsiXTRNM+CXARuYAO7O2SHqvYfj14iwdrLlH9q27JuI+jPBTiPvxvVSrOkLifjqImqI9TzAqOy2gumiDCEZH5nQsprrVlRCMyuYJtmVkaYhVbTc3d2qyKxFx72phUGsDifZm2sybOD2ruY7YAN6VtozKLiLefqpkqKmnJpNErZeRutwhAf9BY5Z0MjHzpwl2u7uHhBDL5aq499WdWfs9iDm3Kt9Rvex6hQcp923RrMpo6fIjkcBl8+Zq6gxp7lCaCVHv1Qat7SET+KGO0tVyUm1VpkQGWFJ45J/Vqff6XokOU5EY+XHI9Kp7YcdE41T31fM2ZO9Mt1rM3n88Z6FX3IA3Nlv1XubUSuhZOccyZnt7/PYpoLqDyNvenpm5Z0/i8/ugu//9r9qHr77+9vkTZEmZsSvTs+pE0q48M3BEH4PdpOW5L8e8dyA2Po+DdPhjMXsyk0Apn2kz2sGudJ+tbWJicLD9yh9+aGkJ0qS71df76l69evrqye27d2GyG6J2u9xJ4TNVo/TWdBtVpMPy+E0rozDlPXGLvejomlg5ONhlMlDPh/ioVSonz6TMqfF54ytBfQ8IRt73ttQtZuNFItGFNWtAtpeDcD9mzAKwwI9WIQ3ehvwbMxagsE8YpRotmzlmTHi4fFEuZc0akcjevrp669bgYFvbGSt3xcc6jFH9iNeaAMHvL3OPHrW1BRv/odLSqiqjJ7EYJZPnZsbM+M3WgNT4TDyjxRBUqgO5m6ICLFNXLo802BbKAqLeY+znzEGRyQYeaRNJqLfPVsniwOwNNnSP5JL9RY8f37kDW0vSdTqBoCQ5J3+IZqY2y0VL56TmxQ4awUYtQLZf7eXacfv2o8fP2Ggqf/+urnl6M3ofKHYczOHeq7WfLmJr0zGtvWTeW8RdJoPM9on7Q1pbU1LKyrq6eouBehW+JPRi+t567RVBN7jv0Rui+eV3CCC30i3dVzAXJrOWeYWJ01oenFpxUleYHI2p7SVNGlxt9/PrVdt9dXNZOWGn0yoawefeVFOytuNsXfOqxpNBLcyO3XWN41ao150puiRN6YRUGW1aS52Vy7isZn92rTYjY/qqzZvr6tzdMzKuXwfVHdT2cVlZmMv9nbGqU1cYZ3hzvAkm/I8xW5VbutIyqn35TFzuma2aZH8Dae69PbVxzZ3yRnM3EffhhJ9A3LtZs2CYiKEuZLFJ0ltUrAgyXbtH2ApTE2eNH4b0ABJVG6UaECe5u8KRuSkiCEYN5sqgY1OTJKV7MP2pzWRubdSZlMzljj454t0BSN7KRw1YyVINXGHvwikF0c5gBPTdTlf4kzwChPtzBtqwIqcqbpc3IJN3Md1AJYsmjYVEAn4JTLZYQNLAqhdKZj2ETReTGPn7gFT3OmqW8aq7Cp7BhrJHa7+w6T6MkXhjuTK/cR4vkfT2TTWHxJZpogDLu7fv3fu+M4P6u4qvngLjhlSZPT4HZJBPrs9yt3UuRVnuI6vsyp1RUM1B21TRLkwEsZCFSyTIp30X6e7c5XZi8WHmRjYDyh4p6kcPH9+/evUuSL2bfBzeig63kU0C5Z3LWY/J1wfN7M2nUnINKcgq2UtKkuSCeZ7zDL1ZHkewGURIwg7ceB/o30Q5YGga4zAapoqFFPzPzLagKBMctrbOzubmFMi9N5prD8IESmxv2cPHhzjCdSjYyHLNY6DwsdVsn9yIKHYcST4cqFXYi4xxt1vIJsFGiDn9oxuIUOU0nlBvh5gVQRG7AE5gd/6y77+/efObb8gipdBkzuDANyfIu7GhLXRkSv0//ZSacXmzQECcRP6ZmSXmcPcSzhUEgdY+y4otUA6htcMy4XgYC4I5KZUOPDI8yz0LLvzAfltcXFmBCjfMlj5Rn5rrwXyf3wBqOxsL4+pNcU/B1XZHRySRI7VdBSXeClDb1VYbIFWmhq2GXwgFyPgRUEClwoIpYAmgv0cG6O486FQBej2jDMuUybCqV+zEM2VQTeCnqO3A2wVEUpQJJvzi4CmaAfXEHfq/wZIEmvsSyRtTINLcD/Vp7ibiPoxgIu6DYCLuOEzE/ccQ9/v3XrzAiPvzH0ncMcPMG+Ku1RP3+/evwnQm4j4AJuI+GMYT90cm4v7OMBF3E4YRTMT9/xZkxN2GVgKjP5K4+4nPwihROosFdCiFoF2CUUAZROymDZGpjYOlOEWWRI6SW4iT3CExBdrshRJawJH/njRX5n2wWBeR8NkufjNdQ9YJ1JDLHXWdZbOITeEqFgu1AiQcBxyGroIFhEZ+hDBD8Tm91D2QlLobFVGDrK4MYNqnsYRoMqC+rvMVoYZtpDKaQNoMdycRhCdJf6hYnwD30XtmjcNClgBaETQy/JmDz7MJkJWH9Sc1M/PxMTfH3dqob+oHH3Gga+rd20++elQ/jrr3xZf3EN/mcL0p70GWu7lzKmL8tjPMPwC2iCzz0zC+PYdT6ZOJk2SZDNF35Gs/gtH3mfBGE1iC3Rd91ePcqX+5defmvfu3n5tBhvvblvTZsvfsPhLt01NjYIyoa6pcPujYh8AE2SSKg12m+S4RF4g7cuT3xxzbavhXgEgEbngMF3wcgIwPRnnvA8z3Oa+EZ6TaojD7XhyEiWaISn12UCiG2Sw50Gdnrr9/4valkRuHCXrSHmwmIt8V0B/h8n3AZYNt4wlaiQ6EjZMDfBFHuKWGHojT9jkDaPtqcYfjeV6hogL4LHQmZZ/lBbKiaX4QBGPwPmCUTAQ5RtPgbHsbv2Z9wsPj17XPnt6/yrEf+ashnq9Hrt2hEQHffAeUfRVcYqFA2Ye6bGRipbSAn0LvZBe+3QQ7XyxldwJB9pd29Mu7iWb6QrZMI+OMI762WdO6eU2gwaj1yU/WwrV60i5ACwCLhYzpfP55iKjpZvkyXMAqz4NGrBt46foM99OQ5u4CEwaKi+FapcJEodhdgAv/gZSNdU5tUJRBpgy0YUXudkS9cY/7j0GWVa2hVc4EE35ZWCSZBpup4t8oMGjbTWJfUwknpzag7ifw3tom4j6MYCLug2Ai7r0wEfd3Ju6SN8S9Lou6d9nPRdx5BQo3RNxfYMQ90UTcTcR9SLwLcScBTty/MBH3/jARdxOGHUzE/f8UZMQdwthhdDFxH9BlMExMQENgNJSQvy6EKmYncakWkeNCRyJvA+qdSmJHEQqbSZPcUVdXnf7HYzDQTQVprowSjB9aNnHnUTGQTzWZ4cOQWYYmfB/9GhGOA1DGMXma8G6rZvr7Q1g9+uAFv5LzsdBkQshoGvj5NUzd1YYmQhajAnQXQPid9oLGKoYbHzUWL2EAYtZGeJNNPMKzaAAQeWf0JlUYB5rQEcKmO+n10kuDjFnIp8FFfBTlykgklVjsepTZB3YnerumHvv6i2dlKdRxn966ee/qEc4eiadsjNzBfDvGZhOd92Ab/kc5fSzKQ0nuQEGde1fUKnm5Dz4hnuOOR5h4Cdc6Bn5deznF5W8Zf7925+bjp1//4ANBNQMBnhu7NaJ9vV1TkSVlKvBsYzMScUyQTwIejvwt5ua7MA4OQK4gYxHM+RCesZK7CdF8u1iKp/GGFEMYI2nHbEZzbDk+5fJ37LE6QeZgbg+k/Te2MZhnyUjgJpkYkZPMYMslwAK7TPhGtxoTDY/TdjgVhJNZTN77bF+we2Tx0xk6Xhpzbj8HmkrSDm84ytANj7ez7Ygp5v3vRlaLlYIr2KRWbCmzhBYnOwE3PAF94RKD4SF++vm1v26jPvANYeYMqW9Y01wFoVgMjA5anL51k81kMoBjn7Ta38+s2INxbJxt41cfurSaYG1JZwswBw6NFQHtTl30Ke7YtYpYNhP8kihGygUW9P3guEEeOZTnLmCVODbBXcB8vpQVIfDF6PtZxyLMLOMmlUohlAaObh2WKePOb8RNMihEh5iYk4PU/WiCCb9UjKbsgNBg7gDqPsLHp3e4Sj6Dk2jpgKi7ibgPI5iI+yCYiHsfTMT9pxH3gjfE/fnPRNzff3i5828ZGHG/+vSbvB09JuL+LjARd+OI+1/+6g5au4m4v4GJuJswLGEi7v+X+MnEPQJ2DQ0NZEghNnz0gHVhLzH1rAEfhIKQkaH+pHSGlGAUoCVNckcZ82TbP/HtqSR0sAx+AQ4TjlqDxciFTxhSj4CbZYj3aiphx1WFYwLh+EgajU7n88koqJfwIr3Raj9Jmjv0qrK6Tncjr/96iHV0tVUE6TQ2tGj4Ng1SdxmtCCKdib/VXtjQEuCWIgtubQwaZiCUVMCA2PUiFkn+Zn+g8judzmYPTq4mRpjj78GahUjKoM4CcjlO3i0tS82T7LZjHpdgW3NJrtNUURswsoOWK0WvX7c01c/Pyrh258/3n8dMBYk8nJKJBYjPsWwTXcCoZ78kdy5YP3CWjei7PQfj9EDfvSEUHsOvfvUrr9yu7755+Pm1v2S4U/9668uHT78uGuoqxfPSLfWp7SgvfQcc2c+y4TTS6eNBRpn/eCvWKjtv7kqsfW01dxrFmC2iA4CT9oMQqe8swQP0jUKk0w34EoJtyykGIyAxLBLFoCM0fHw9wpLD335+886Xl1dBCrkbQycNEUSwJg+hdUygrEEnCxnbRnDw+fBN+Lqf+BOBVLEYFio3RSGzb18pOjpLkfnQE3SzWqQPYAPotVtffTu4jwEOD2YIXA0ufO3g7qmocyoix2x2R7+EeTzJfT4kuUfrp0Q57oux4PUu7M3iPY5R/Dq6wHBbmztO2lH/1HGwn/QK9E9VYptTG2BPeoL4DJbhzhY4sqR8OrbXNVCKSDpfcQ7rnIrMMjrQhtz5asZm+BNIO07efwzc6VriH0ETTPhlA3VNtbVd+Wb1UPn4jBiB2ibr/yqzB+pu6pw6vGAi7kPARNz7YCLuP4W4A+MWvWbymh7N/ztG3J/+DMQd4JV/4btXXyHivo361xdA3N//zkTcDeIXSNz/8erPd+784TI0DfqlEfenDibi3gsTcTdhGMNE3P8PcTbLnSo9TmRfMEDc65rdSYj7+c0p1ILjROTT66KCSi8qIhgdWXJJTa1vWkswqvLaDz3sNASjgELdOGpNBFFdWdaTTc3qTCMYhfGaEGpWSwvh+MiipmXbCruIPjULi/wgrXt6F7GZZuSG/Q3bWtKImlfBT9vCM1kpp0iOwMJiwwbUhonkETZKQVlGRQhZKKSFazL8sNf2tkwZCrOtc5SK+Q80JXEkTNfCoicnSDPfrYuo2a3+UTIvgfTUp7X+a8kmQw/0CrsU2JyyWZFvsI+qddzCnCJd+gqG/+kwI3i+StXT09VVUdHcvDE7J8w48m4jo/l5dMw9w16cnr4z5FL/Y7KwWLDg5UuRyNIycev66pjtmcu5MbbQDml9m+hoUmxm+4yArUeOWP7RXuTj6Fj09NGtFateXH787RevP1oQ/tLhaF4A6uC03j4mKTZ8zIIxL1+2t1dWHjly7FhU5bR4z8hR0Mx/QfiBjy8crTxkCQ161nO2l37kEI5ednYcrcpvXlj+mgvfffHk4Z8/v/P9998vc3uw7pm/oCY5ufcIJ0yQycaMqary/Pij8n15M7Ycg0mOBQQsWTl+Wnxm0gl9P/sfBRsb6Kr0Fmz0raH+Awh3+Kh0O2d94tYjtvbb2z+oqlqwYMI7mX8mqGK9tx8K2HosIKY9tmqByhjHC0Cl8o5fGjBnznYRJXLBBMNvD7qejLc/ErDULNdz6OPzyGcl1wgK/Qt06cvc3P7w5Zc3v3r1g2N0jmvYvB6v1WBkUQ3uejUq8kR19ZHq2DftyodGpGfM1q1HNiVHnG/xL0u/jm4EApnK7rB5fqvRrNhjRnuWH0kM+NBvkMGoI3l3dmu6Wq37raD42xFP5pTn0gYdR1h3V3ZBultj/bOWko6wsLi4fscj62LqdM3Nra0CQU6Ol1dv/zpl11ndyc76ut1pHWF+NBVM6dFd7L+uudGtIO2TnIXwL37dTB1jRaO6Iu10WJgsrFup813RrH6QVhwW5uqand3c3Nn5W2l0Dkvp38Tfq+afSVN2txSmd65yKZMylVLNyRV7V62ThoYENTZkrWpm7D5bsfjT+XR1UJn2OrRYml73gN/p4rLN5fr1bdsyMgwR9KExv1aa42pchy4TTPgFAnr1LT9U3bbFU++hU6na248cKdXvnLewmBR549A+E3EfVjgLxkNiL7kB4o50bWLijrJRdISqMTJYg9+YYBTzkRMnkVvTiuHICPNuRo7MJk1yt6aFgt5D7CHHc2VIBP1ASBH2ZxKTSlewa54crM/2AXe5EwcyW9NC6Hv52YTjAEdHKpXsGLEQB2qrlIxLg50f2UzJTd9hRmjuRhnmEZi8U/C9lhiYDKVDb6Cv4tcbE+OgwkKd3RTFQ0ZfDAE8rSKIPfkdVPc44UTeRvDeu0kD3z4mmczcHKnaKAYmlrKJW40p7XvMTzjFSqZAxscIaED/Dzu77h9e1V3Lov7t2pcPv3m95lcoF6XU9hjS3TmVkjVgQYRGkxIJbk0PsN0jysW3+kOcyQdvdPcbA3T3kSNnOtmJ7J/fvnnz1q2//JWasbexVsErcjz+9hFWyWPtpolmmB3UG9A5ZntEFySxRuWj/DKAtPYbYE3v2xvwjhglS9Kr7dwh89IJoJKZi9BHzzXv1xqcBLNluWacEb/hzCDy3ueLSxyLeBcVFbCHx2XcNdip8NXXTJaQ9HoY5eRgaWlYbx9LsYdT5HX3YcFGTGlfrJAKPhEPXNpHU7wh3CdqcD5/suNZLAamiV0c8Ud4tST54JuEhaxL7ArMlv77QY0bZMwadFFZWTGZ/VcToPPwRtVWRW8Wy7dz3H+Nxa/3qu00vdqOOd2R2o6kcqS2R79JlZksDAEBH2W4H8d0dxe6hheIudyz+BrMzu9OV7N1IOGDtsPQ8jvhz4wfr7YDcYeQq58YgmSCCf9LzJZROG39i4ASydua+xQTcR9WKNq8lxpUlEMwOrnOjZp+/K2orz4EaV2o+08TLWqHy9yoFUVEnYpoLYXULH/CDkCuE09R96qJnDQWFo7X+dTF3YSJiaeL51MvbiQKhLSwqLm+d1th/jyi8Z6JVPc//IFgFJCzVkO9XEasZVuLi6n0MhLBXCara25MWRtHRAYsLJTva9w3C0hYN0xRl5XV3U0sBVnLDgedyvJPJlGtLayVTPp8jcY4zZ2UbXu5guauFhB3zcKgoiVfqm2o18wNM/BbKJPlsLT1nScFRD283gAJ+QklLRVWzU2CteTHiAOp7hERQRXqd1DdLWxsaLSwyRuKghidjRpdV0lf33PU2v3lyx3tnABLEMtjuN6Z00Tw/1sTA1buy3SwW75vRttvtiZWp27/x3LX6NffffXwzosVL/5Q/9XZ08qXB2LLY1Ymgg5+6MNS89xclSo8/OOPjx49ZLv1SEDADfsdmZFVEyxGYbp7+dHt9ksw3X1KablDJKYZW9io4lb7zXO1+8dr+w9H3L5//969x48f/U7duMxNo8nOFghAfQcSb2ExatTMmeHhcvmJ2B3toL2bIe0dxPcllfbb9+zyTvKMrPplKoqqqo8z4/fcWBKAae3c9uUvI8eMeVf1c2ZVZqn9u6vtYD1J2gKlDk7UB7Fy2ahBAvRgLHDwPtR2sDpvanh436PDwrq7z58XCHQ6hla97FS9puwMLzAw4pPXr5/ffjJCZCdcPXMIlb0PoyKXt1XPOXahnFxv/1f0qyefw5m1zG2nLhSU9gSktMfJrPuf3rNVJ1IPjUhNiu17ubi4ri5///R0q1M69v4NrmFeXlNLl8wZXzppwBHFhR0PeaY9ueKk79kNJWE9XnG9ijrAJiw/5Ex6emP6xYslJfPmyWT4M2VxXec12hXzfS9eisif5yVDT/Do5ulOreCrdWnKMPgXvdreqd6pV9sjdDv1avvCHleB4OTJceOCgqKjc3JCrqhXzN/7W2lJt6BIe7JhnLZWULKfxwDdfXNQ6IYrO9NXraK3nvP316zKckmp1TQxxo1z2Xv9VK3WxcXdpbm5uQGp7VkAQyT9bbhnadNO+/kZ8d2bYMIvFxY2kbEx9sc4SXrNA2nuwcH29ioVOrOR5j7NRNyHFQJBsyB2HU8G3YIkL10HIgixrh0Byso6HhH3pvHeh26WbIJRMEbWgy2SWMA9DpkGJLUApGiTJbkXQzPAs2+pUX3Ac2X4BKMAD7GC6sYgZtXWwghyDz7ucleSuNzXQnDOYsJPDwOSuFiEBQ8E8vgcBGuxkj7fyurn0tzpPIM8O8GxDCY7bzB+3YLmgUevG3gchjBxINR31vGUBqV8PViYgvduqju8RcdihRb0O8bbWRoy2RpIcEde8hgIgblgHgVp7iNGVHKXO+VSdjmjZHRL2/E+FNnL8h++fXjrmvvf/nrt0VNmyRgvp1huDObaDuZuwvPI5XIfn0PYVEs58T4H5LjjApqv+uyDyBCku0dxp9o59WuNaSN7KUHm7+dX79+7f+/z71/8fTrSGNlsHs/RceBWjUVOSZJdopWQSI4jgDPDeZ/5R5SxcuP82/9tjJY7+Iiwzw91nd0kOfFjerkukHtzUSjMO6rtkCUjWQ9PizI7YeS+gAV2U+G77GtViEEoZLEEAh6PwVBDgbKZr2Wc4aUJSlg7fNbDdznVaeavSDohAUY5fQSTJvb1Oxwa4uSn9+7c+gsI4q0QvP7JkHFSsyFR5tiI1P7uexqNyVQo6PQUvo59GPLSR47cIQqAAsPA/H8a9CfdCV5yviJ7UAkVWp1Ch1I6pLmz+59rcbQNgnR4wxp2BKt3cXFlXYGfG6S24ws3rrZn8RV6tR053XG13YIWxuOhCBi0G0UovKL3uU8UFkOGuztVq2CKz0PtjgoxNYGOZ+DSd4HlVqp3uQdBvRPFrrfqM2X4mOr+ozJlMui1ZIVTE0wYHpgtO4AluL9ZRSQSS0vUFQK/JVXJjpqI+7CCYeLeWES4DRMR9+wiIs6X3MKgbr5C9GSVkkl1qaggGAWZl0Hd5n6J0Au9tqCCqq4hkvNHerg2Uxs6iZMHO4oqqLW/LyEatvCr1bq7dxOWGmZbh16f77KfWDW2Sahzc6kjrgjgLvezJC53Fe10Mz+lMI6EMiQkZGU9eOBKKNtDFpywpZmvLiIzf1uvFrRkZFy5QvwI9HYndjEyLmvOG9bcP23OJjX4IJo5Wcm2OnlS0G0gGBKM8667C1NSNBqkGpNjtjWtJzmtKSV9c3YXWdepN0Cq+yd61T0hzEi2jwi637yc7qIz4Havzw7pO0EswI5eVVXePiMqEbRsM3ufTO92+6gA8BNvmXJ0R9LHO/Iqt27danvIbN+F3PzcjtIvbj/+8s6dF/yTtc/2FyeXt5tXpiJve2Wlt7dcjqY6Ebsp7xB4uo8FbLHfkVQF7uBRqplj5C+Xt3PtD8FLBNje2NOelKtCR24BwrtqDK1qbOxH00Spf7x79/btq7efPHn19NmzsjI3t2XLajXn/H8viOiK7o6zGaUaPXNBeJU8Fxz4u0TOW6qDkeAfAM731PF5pUe9l3seiHzHiMX/AKoiYzPjS6dUHgo4tjUx+MOYPaC1y8eQS9NDItLTu3QLbCVYWmm+PPdd1HZPz/Hj4XmWu9oXhRtn3n8ZvycxwDKq/CPXyd1rQWMP1DVpapctO3nS13fjRh6PySxJ9lgYFtbTQ6PR4srjl25NPOIdKzcwNdLb18851l5OVGbwyO86f8V/c7r6xZe3vnpVrMwZQmnvxSLzvDm2eVMx971NmOv58/7+fP7ixYWFSqUHaO0oa3JR5Bao9cRWjdI/RRWXfH6j5kHzyVb//cdzPPxoA/Iw/bpqdL7N6tZaQXFOfp+zPSysKLs+vbGxwL+kQ+gVh33oE7v8tW4rHjCKIrqR2g6GeYFebZ8Lf8fVduR0x9X2kPSTn37a1NTRIRTu3n29GZT3c9E5hzdo6po/rd+8P6K4psyt81P19SuXWgor9tJdLgedDVE0I5f7ZmmTOmXcP7NSajc3dk4fl/Vpc+cqunsG0tq3AQwR9YGgX/9ttKuhBE4TTBgGgN1Yk/JiEtfH61UFlSo2NjHR3n6SXnOHO3UTcR9GMIK48wjdD4i4E+eRr+WtA4s1IXFnRYAFkUEwClgHK2cNoYAaDaoKSVb6PEhyz6ITM8OJAg1JNQDPlQE1m3AcUtJXkXR2xT85kooAXhNgk7jcUQPWTro/mbtSKETJMvkkLVitaYH8BnooqfkbGfpB2CJ5BMCVpaHyDUTU4Jo7SRWlF2HiQohf321EEEycIASlQZAF/PRhMlNHbwA1j2RP8EDg3RiD2Kx+zR0Nw4YWJgjR94t86wRJkqzEfOQcsx12H0jGmwUjf7vZUQlFvkZkBgbrg5Yc7gV5uOzAhe1Pbt+8A7b0cZc1guLuaMkOvBGrra25Od7sNNJpl2gpprtXc+Ili/TCyCjZCUmvAN3mPA0E6F6ChY06UXzi8Ynu3n3+/OnTgqda7aegMp60KlOE8s4zk99onyhAPFZywXy82Xo4LhzBWOx6OSXXadGAd/W/QJXTGp9SbpQtqgwchBLD22/VaIylxHOrsa8BNa99B1AoZvBdHrG8IDH2dT2xNJkoOwehK0sJGvsZBgOadoLQy2DgxY+EflErEvMloLdLDObwGNTb88VMAVvBz/rb3yAK5usu0o4LKFGmtx5gI8wXCBQKlJUulYrfHFmkUyoE6Jx4Y+hX0Uqgf+os6iyrs3pTen/4MQOhKjaoAoUkcrxv6uQ3lxbeNdUNAtjxy34hK0SvtqPrFVfbkdMdV9uvoCAYpLbTaFIpMricky6kdTEZkCoDL8aKYNbC3iy+Fc8xEOK3YB8WOxRc7tNhulrou9AALnc+1nd2G+yTSYGpoHOqAY4+JFZZXXmTxmOCCcMcM0V5/QOlnJyQ5t67dwdWORNxH0b4ScT9jH8WCXHvTttJdSsjsk5YJxyH9ZVOMAooUNOpIQlE62aOoJA6i024v1SlYqinu3d4EBFN4dpz1MZa4u2pq9N2Q0zmGcLxkY5F9dSCNGJC2cM8Q+WfuUQ4PtLP70GDW3oHyZY3cdoz99YiErOMSiWVurikbSCm5RY2k08HuVsVkDlurP3y2exZs1D2GjHiaKdDtVnaQsIaBQaZa0Jo9qxZgaSto1BdTrw2m8FYXDjXkJJuHeba1WVlVV8/1+CuV3h1v8nK/Rs1brVSgZjshugNaDSxuFjQtFPbmh3IEhstrNmowjy6O5jn2ee0Wp2Oyex5UzYJDx87ttx7SmWAZfWhSrPSqfHxXPullkvaKqdsmlqe5D3Nua36WFvUyn3TMj/6V/c/RF9/c+/evUePHmm1m7UbN3733cqVtrZLlkRFffZZkoM8fNIiT89y7/H21cHr26L+tGmXxGGRasLsmeGTInNjd0zj2qfarm9L/dPKvF1JlHCc/lmoRlfJxx6gnPBu525va3t+8OCTJ0+eP//66y/AVF3EY+uagmrXaco2SkMCLzEdk5PX5r8XOTY390TsB95HN223tzeLqq5e0sZJTf3QzD5vz2e7oK3UB2PHLhromvhPYtHYEw6ZO6Z9FmP2YWpb9ZLq1BvjN8Vn2uUemCQPV802RvUegAMO0/K2cAKCOfal3g5jw0cbHUMTHj51KodjaTmFu8YhHKX4kMJa9mtx9/Hir58+fHzzyz98/ru62jL2s8JC3u6amvPn166NjhaLXV2FQlzRxrF8auWS9evbk97D5C5iWC+KNePMWTJtqv4b7gexOIIZ0hJUxmDo2KEhr17dvv9N1HHX1TJi59fo3MwA2/XOTk4e+cwN/uzWOo0mJCQiorvbw6PvyI7uCRix74IcPmwVVMZqWpq0ddqLoYIIZYKrX1y/6oB1z+SakLLaeoauYMPphMl+q3vHOjqk0tbWdKvClrlKDw/koVXJWHMLda1um32zBUpxD0010kNZI/Vd3MrwDa3pdvXz6ukOvLL4enM6u6Vb7OendNSsW5byQLthQ0JCcbFG09x8SlsT4dh1hX3ZrZF/LrSGuTHogdt8elloS6iuTt3cqNYUFuysU893TwlSVGiXzXdZZWX1IH3+Kpeshk43N3C5uzc0uLsbIumD0cgOTFhofInGBBN+2bBe5DStNODQVG+8eqdSSSTBwdu5nouw7VIm4j6s8JOIewiIIcTEHanaxP0/rcUlaHUkGAX4g6ZNnDDvwQyF7f4k2z81VhnUkn4S10D4ic+CiLSbYNQIGTqaqaXWSoldGTSWgLqC+MYCQcufT+pyD3MspKrZ5wnHAQIBJMuQtGDtfaPFJI9A2w14VKohLzl6w40MA1tPDX9uOFS0NAWfqhEYdrXYCIUoEcLwFlUEa5oSqjyzGFLC7gGDgFT3VQOMuMbBWtzBhsaPfD6PJxxwl+Cp75uK0tyT7I5ici/ytzvIKZI9nABM2d4DMeKjKWu4N25fvffnW7fG/TVr1rmN+3/4Ic8WmdhHmJntkIRjd3SelGlYSM2IEX9yjpe81NsUJsg8JebcKEwq38qJ8UmCaPj+mEBxMJ/G4Yy4iybjcPLyfnhdXFzE28l4YJUFdagHiOrxzjsq9RfXBNkkyhqfadwYMw6W24LwG06q2RRoejqV8rGhMJOfEWMpyzEHPqpUYGZ+Z5GPndOPzr5xkKzE0ngquZnvFqDTm84vMq8yIkvGmiZkAW9/dO/mnRcvlu0FOaKZUcv2R/E+LAKz3VRuMFRSYvX7F4iB6+1tQ+ntLFYgr0nRALo2QxEi+OILyxH23I9J3fIL7OLhe+XKvMTRvDNQC4BtEALBwJN35MjxsP0hHuvUKwMVvBCu0vn8jQLloJqdtTAactLpkN9SODDDyNERbb1BbU579KVAGS1CoAW1XcveoD/jJjPfB1t6I8MfU9vjhJ9A+dSdno790MiYApDIXRi+YjENFiYkldcqEoTRrHWwoKNUGSUrCE7j6fSzzGJo4ZABqxtbsBGmg8KS9LeQMI86pkKtA/50gY6pUPIAlzvmcX9XGNhhZIIJww2o//IR7me99+lIcz/EOaGPLzMR9+EEcuKer6sgI+5pLcB5FEQ+bdeSAmpnPVHS+GyZK1odiR2Eu4Maqf7nCfs3RddQp6eTMMQr7CyqgElk7raWBTasynrWQ8TWrD06qFS1mmAU0ONxcVyjG7EObENLVjfOKushuvEApPHU7mc2ELvcZV6HrdJnXRyUvNYPYWFWVm7LiAsL6I06FmqzfGvIdliphEKNZtkyJekurNV+zNBaelkguRHF2s81NHTWLKmU3BlqY+ORk8auUCtalFjcBDHAO56QwGar1VJpT4+hfaQWNquF0RGBIOb7Bs41MLEeSHWP2CBlaxezpUqx8XXx2bLVrpOVSh5PoWhtlUqVSj89xRs9elJk7HKu/RLIck+N2j4t3ruUW5kYAOrx9s+8Y5d7T7OPsgxo+9P4Pd6ZlBN2H+WtfP7k6v379x8+1NR+r36sffr022+PHGlrs7c/OjV37JjR8kmeuTviY+yX2raB7p4Huvt7kOKuCpdPOpC7PF5kv6W6rZoTNWP8nh0fjO11uNiMXvDeogMHYmPj42NiOBwwsMN/X6d+993r18dLHLtOM0NCs7M3Fvju3LluZ9lvpdmhgTUbTs89rrSLzaXErvGO37SPO76yMpWzZMmSakx/NzO78RkAFHiJg8NYgCHCaSRUqrGg+C+X7ACVfft4e7NUztI224BDqZB1s2lqZmzuy8hF72JL78OC8A92cFdy2gKCnSGJxnPSmNGG+bceqpkSyY0bwcGVlcuXL3pv9hCnXFyPq3hihyOzuCZEetbfdx1Dy9Cse/T5nx89fFVcXMwEjb1bPNnVQwiu8aE6iI1S7co7FLyUAzcTBoLhe/X2HX16u0zW0cFkSqXr1u3cyd5YlHaJyYqenHPhdZul7fqkSWSmHgtVblTb1SevXgWV1dcXFBQVRcxNSAgLG2idz3WotmzjnFgg7igO1Gk21ys2Fm0o6fYIWz3gS/BTMqW/bd3MULT8XslyFfbuF5bJ5s7V6dLTy8oEAla3nx9KwfHqOc58pklX1/qGRIC4TrMZma8M1DHc6hkbYQOtB6a2F0J+/AP2GWWHMF/J1Cnc1A82C4rFOXPnBgUtW/bggUCgTA7M3rx4b4Mve//pFilj8d6sMnZo4NmyevV8OoPtX6hRd0KruYogjRt//qoGtfZB8yz6qoZOdYqLS5YLlTouy+WdE9zHNVRsGHy3YoIJwxo24ZPi/1HN4XJ7NfekpBmcG2a5mOZuIu7DCeTEHeWRkxB3AW8VtY5BRD0XstikqrYQrZDEcSYoK71AQGSmWC0+T96dFFUDdguId2UKICQhiNDBiHJlwJ1KMApQ0fxJu6fC1lHIvdksJNmA2QVR9eQudyW4QHeS9+xjgEubuLCAgAofxFsN9ECByeRmGTwWnqzfLA4Zk0mlMhjkMTUIn4A47qZgGhMDgyoCDIZxzU5pwtPwqanZNcZnL+OtHZF3luQ2awhYoEgOpC8yGGCY6bfVIFxurk9zjzFfQynHAsSRU1sij4SeqZVITbb90LxcXoVluYPKfvX248e/+34bxGDrnn7zzV2QyvFQeJwg59qV6nX3VNDd+wzokyDc3N4Wyfu/sU0VxVPeSkyRyezsRCJQ3jEs5ewRrbGTy+YJu1kCXrbUl3EdVNDp9MuMnYqNvP3MT1gJcDXYyOSUJJ8L5p+ZVXLW69V3hINA3s1AgTeXSFCP1J+JuMtkFEqsXbx5KWTMr8dyeBCqOSu5R30cDNq/SVAlP6pvXAtx+nJjTeoIFrL3UCr/iBHOznL50LzaS5jAKnHczzsj1TFawf4NNO/Fi2u3bj5++n4yy3CHTRSafAS2QeQaFPN79fa+2Ho44xwdUUANsqbr2MXMidiljwzz1ZwDxDMBbGQOlgfvPz7nC9bv6YoCZsRQS1OSJBGObOzIDsdsthrWtzLp3CFM8x7MFlC0s6zKmCX9LjI4NoGAz4eAdUVf1NU8fQyMhu2o3xAUzWTDytvICMG87khth5gmUNs3wFR+zBAQx10YCqhUwDqCJmMwWCwP4TkF+NchVSYZu1KhpgcFo3NQkZ1Ob+LxYB0BXwu0myrDXO6nFAysc6oa1l+Ebcgu/66g888RZo6ZYMKwxSi7TMtElCaD/1UunwFdUx1wzd1E3IcRyIm7MLSA2lBA2N70UhoZcZ+XsJGakbWRYBTkYjXUNxMI2/qfLnpArS0kCnaxliWPm+6yrodwL1YXcy+1iT1UKBqOuQWXqYzThPqxzUIt5Mp0dBCO26SVNbqfURKv7guL/KnLQojbs4LLvcyAy12oDKW6kftt/s3emUc1lZ5h/AjH/EFIckwimoSwJYREk9JgWKLsSyBARBERKhMH2RnBApZYkF3FSDCCFCigAiLIJqNIHZC6FFBwt7YzddoZp611qzPaqTpWZ077fklQUO5NnLZ/2PKcM2fUL1xu7s29ee/ve77nFYmkP+yNxsb2KIOZ6ZHTpz6N6x5JS3N1PXDAEwfdI+YuiHSLDTTK3IMiI/v6qFRjaQzXWEOVgYwy6rgn9kkyiMUqLz9woKVlfJ3x3qjgQLcTMUusSW4acpVp4YFiHktSFVMRvTs9mnsZ54y+IVvboCAA9jH9/TA579Evzzytf8+2S538zPkKetZC+w00mkt7isN5hWNISPhg3Cr62fz83AA6crOD2z3FJ4nvZe4TeuOLzz9/8Id7H3/5/BwY5z/55Ku79+49+JpGS3APcFgLTVVTYXM+ioT6QcD4ZnmdoRCQAr9m3voVfou9+PkA5I8Ohmygdec1hJ7nnxAbCtUf/Wj9+lQdeT+f0pDQTdsacvRo3Bcu7rtsvjt/2jfNzvfi6eKqiQEyM8LK6uqFC9TolpayprBomUyjuv7M6vq670a+y831CVBU0+mOeWZmWVlA4DcMDtJAqIw3M9uOMPxZxb5GhOJBuRnmCMfPqMP8JMOr8vftQz+WB5v84gsa7ejRDRtCgLKb3XCnVysa8/nmEGvjt2LvfCP2b0xt44fuuxEXErJ/cLuCs81vhdiEhqeTWupQ62i2YUNWlo/P2rX61qfe10rtlKdjyGRyP+QN9ta0lJW1hFEvqblWbf1M8vg4eeTZN1//4Q8PsgJ6Sg+jvBj837AitTNh4Y/jHDmL5xsx7Yun8PYF16JEVfJKGdXDIzCwpARi4MGaLpEEBaGL7DDfcUPIR43m2Nfbj3iJIq364e9//8lX5yqym6syS8FZrgskmqZ5Ypesz//w/Am0HW3tpbbJJ5Q7PKeb5tnX0pr7a0gHPKLHymOmONsXXEtsznZzS09Xq2NiSkv1T+3e17TylmNXcnpl5Ko0CTRJBdreBl5361YZ0HYWcZK2H6C2AW2XUAaia6Sncm4h2k4RAXmXMhiVlUplZWXLsfh4D7fyiWyrQFJH7CnriPJRTVPOoYIDYRX90a05P+k76EENJF3ps1x2yMOj9Ur8L5cVuHYwzuhoO2jZW2bJwFSrW0TmDtNm7GY1q3dJtuudHBrDw+n0VB0AWrr0iLnZoIG5zxbu75DwC/dEq3N4TvJxJl7hjuzVAEcwRqGwRwZE7OSWdcxWsEViV4lK4Cq7WZhFX6bgEJgjsWtCEcQRtDIzMceDUOKCAMflOG6keypYS8DljpuNGG3E5Z7MykaObcxxEIt1yjLHGq9w1wfq12G2sNWJSLS2trR8FS4xs/xNYu5zyWQUBWOcuUsEVJjijjAFbdnZof2LwJlBmarllEpI5Nmto3gm6pquH6OU1I9zRjHEYiHSuAziafRB2HqJefkW9TpMXk+vdeY70HUJKeFmnZwjTnyLBl3P1HC6AjD5UnPIckeo+Re/ePJEpkGW/p/84+7djz/+HDqodlp46ZzQYl2ezKscd7+Xv2i1c4ZNgg6Pv7dwP71d14R1mng8PvRN7aahfUE8G1pE9Sw2YGhEj2OYciuNsIl0RQcsc0gtQjVgzK5iCsXXKdWc75BvsY/eYGY2ie5fSV+/57lUIxQPOhnAQTh+RvEdag2v2ucCJbuZGaLar7SJhjZT67DNxMR0HGU4NLggqz5K4zG6sPQ18SyqgXHDIgN9pD7S+2CvHhJkwxEJhKezPjBVo1kKEgkCHq3IFAol7fB3ZoNzfrF1u7PR50+ktc7dkBXkSH91/rC0egpvt2VJyFqqGt0wra25XDJ5qjWd77BpWhDMm2ITS8lXv/r7ss0rf0ItEVCwHi7EvKML//Dx83M61k4tn6GfdjKrCrg26p3aP83BN5nlbsnlvtqz9w3x6zKrUsM9Tp8sM0nbiQbavttqAq5Tb0E2zAUUWNcBbRdTIFELTSoIBJOpMqjjQrYO3luT1gF3RzQdVqHDBi0BjwutqDqXO0NYA9NtKMM9BzaGaLvl9+Ht6dQY0+8cs5rVuyRb1IeZRnN21v8VTQAamPts4f4OiayRElqjizFGUeG+pQWz+BRBceyag9V/VFw4CjfBS2+SHYOu7b5FIIyMYIzOVQrqCL+rw/Zdp13pIFw5jdXzdS5LcobQIcXaN/hxbQ1BqsH87XOJ168TCG3YRp+5FwfKCCQZ9oMF2zMm/mBOC+bbB2lVGzePkrGN1bbJQy2/iq1T4oSvJCeXUM/Elwvw6h3PqgvxEO+DtydsdkyMpWV0tKc3HgYs9CTLWlyp5bjPAPD7POXyvr7ISG/cjcEhjqqSq61bouVpRkv3wsKhod7e1tZ+eaKRjSKJl5dOQEbe7pYKOd6xmypxcqmyPPvqo7AmWcmI8q0sM8nJO3ZMTMgjLlBramRj5IEdulj4H9k6PU7KPd6e9YH9/rg89/bqlOOKhKz94ftvBLcrTjbu9GkPHty6f5NjcLVi505+UmOAe8JHHy1c+PXX33zzRFUyGia8C0HvN+88+OaJo83xpG1reHtTvU7kNiraHeNoYJhP6EzJTzqMuLvt+r1eR5KKTh53d4GRwT03GuiIu694GX5oa7tm72GvpKTaxupdCcH19fv3Z+3JS9jeaeGTyzmx7fFy1o5S/4uZmaKhgRGyNpvJlEeOWkVWjHErNJBDIxSqHz3XaJ5a3Qc9e/Hi2TOFwgY2ExzsuGqPrnA/qmPwSN3dNxyxtGpP/eTLsrLQj8XFwTaCd+1SKBobHXo4SfwTXo/9Uhet/x6O9kmtWJGba9N5Y8/Rwfr6fSm5SYdT3+YpYCmfsz3haciDB998bXXfCnJ45HLZuXPnqI+43LGxfijTI/qzmdnyZvLIwJBIJLro7+/vudy/VpEQF350VefOE+tNcOR4bdvu/tGPE9yLjkxfTvymxCsy3B3f++iL+9quLvmYJixMJisZlcu12qEhX19Pz1edjlP96HtCflx93m/GQHho9isaaeOqe4Vln96993xkQukb9T57xmPs7X392Z2vfv97t+ixscsDmUpJ1PSjF6UckJeEBcJwWzlspnDyudxWYtd1PUzoAZmX5eW+vvo985Rouy6FkVqj1czyYn9v9oK5nsrmEqHHrVuXIrUi/+VB3sry0TC3HFIgt1zgb1eaKR+tIzEOyCKHqiiZclhHfWijTDYxgZLmT506JY2MqJRrNK3Wrmc0kRpNWPQBV1dpYAU1rMWjr+A3LU1NHtausR1Sa48rjI2xsfFnkNe9wDL+lytXbgYZK9Ona/NKjwqtkjXzMZrVrN51LVjvlJ9Po7m7678hfmSbVFRPc8yDpmyzhfs7pGHoP4fdAxQV7jgdQC9SYiE/ALvqioAboRqTXVyDCGCcuBA7XXQ4ZoslY11dk4kM3CR3iSAaAE0X5jhPIMDPR4ky0j0VDg+jzzIHb+5cBC73MC4e4vWFZoCn8Hv3oWkP/GQZlOZuJBIeMXdEzC4a8ZGbyNzt7BBzN25KD7KLsO6wrMGfDZiUlW5FRZrRjeq1g0m1jIdc6Lfoe3iNdZl7y/IMQ/X21B3laXMN2dWiKcmSRxyC7VGwyQYzC8DOoS5ZCJnbOwYk8VIdQs0Qw/7QnhaQz+Px9gZYbNBlyty4ERAwETP2yHXjMgI4pz/908chuiR3VEm8ynFHlnnon/ryFy11Ohxg4YLs88iQ7hhQO0lUXkkM5P28RbCha6ouswUc+NPjVgrtfCkCZrbVKBUa9OtMwssYrqQyIbISW42QKcXfDeht6RZgTNeRc7MQ3bSC6XrPfj/6MRcXhN85nBPmi4yavU2Us7ONDdobtD7gyFuje3HAvgcPPv7449vPn6MlxwDVYfkIwFvL3fAnLrx9LQSapL1m+fYKcIH1C5tsekxLmde3Yj0eYLzD1Wpn1IT1oxfXrUrAs41iVpqs5BTlm9NYXuY0XSD8zG83CGxjFdYMcOH/49ObTxvwUmfeZz288+e//By6kmaTZ5o8QFEwUog2V5Mp0+4kYsoQNL1YxshhMl/t3UXKJbCl9zEimJJptH0yx53IIkNT50navvxlirsINjcM3ws/t+xAS26YTJQq00qi2A2QrWFS6yBDCws0EHeXkioFYzBbTID1OxrYFHK51wDAhxPGkBoyZfq+D21fYknFbTU9q1m941rA46Gw21fMPQE6VuycLdzfKf3bhfvKAuziWL5yM0FYijXurVETCP2YPpzlLOjmE4+9qNJTU0PokMdgDduyPRhLNisxm2ISo0ZXWjJUmBjaNipq5cqcHIxRUHJhBaMvdtwbuxz2VNdt3hiD/egxN8izJb7jFMUbm+4EFfevjG8axYPlnjtI0hzrtCjsenYB+3R29OZfVeKGsLPZcjmUnVev4XqLJ5m7kSZHhYWIuT96VIqzV0jiwrSYkjpSnWbAeDDkXH//7Agw3z4aFpniPk3ecbpcrq7xEMrJEqNAXy9xssR3onxUHdb0aCxbUIp30N8UsdBXOTEQWSLTCIVjJSMClu6srkk9kXFSETy4AcLEgxtsUlJSOlcBg+9e1b5LcXJnz0nFqu4PQrr3tHc21vKTMjIUivr6rWCx/iLu2f1mbXa2inv79lefffXV7S+f3n/2bc+2vbZrgLtnNB5vz9Nxd5fO4/kcHXdfIF699vGJpEafXZ319Udp3fV5edXV+fmHD897WVH+CMj72sfm/KIeCwXdfVVcd1YWzczRnW5z/Hx+ER+iV+A17ELv5VFA4NOUxSLRkACc3eOVciazshIV7jIZl/vokVBYU+Pm9lzzHHT/PpD4Jy9AnS++awxN2afAVkqPXjszOHzQiROPQXv3rln0H4Cb69fz+ceP5+Vt2jS4ld7emH/iyBoMdM8WX5Mg2SkzBQLBxEA5gPXKtlFA6+o6j6++unun7LZKZWVVWckEQUYMeWCgysDXJZ5Ry70LX30o5q/gHG/oHgxxVDR6+aEIFWPi5DruCV9oo/Bai/9QwfbeIbr85Ms/wplvCau4Ghkhv04eEWX6ly5/2Zt0UntXbA+G4PVQ5zfe7rU00UB2yTmhWlNRoSp5fu/jPzzt4bz2GoO8vUWiyrbosK8+u3s3WzuU6e85/Z5WGEUprxyLbqoJ00Q0D1E8rxnO2ALxNeW6koqmlha3ipKJoR079HunVMrlgU0kjwuykQm7HYVssVgpigDaXtYkiySLJAbaXvaStlfJuU0tOSRZ5ITAt6q8q6mswzUwupw8MVFS0tp65kxkZPPl0dE6j42HwtT9lWq1BzRvq1Ff0ITVSYGyt8Alnu56cOWplt05Ute+lYekrnBXPriyIH7LoS1vS9sJhHjphXJKlFGT36xm9Q7L1raoiEbLy9u2Df3tR7ZH+I71NrOF+zulf7twJxCwG2DKLZdAKgoWvyBaqSCFHHPjPCLU9QTspBO0b33cZsxxQ5I7dl0tB08v9nwACCFo7NHJ7qnYd3nd0bPCTSCPhlaAMTiNO9nEcdgJN3xYjhrY4ifLANkGs7yRvkgIk+dYS3AasSLpmTtuujwS2pilpciIaR69wRjgZKeMpd7otcOuxTreZKc7OHt1H1+q8aSPVxITJ6w80CG3EpmSd/O6MgVjYJU/yNBY+b48q37mFmYbADUvtKc7JIEhPQ/S0pEdHXqkOh2xcQew+t7CcLoNyks3N6fTkflbx4wXs1gxZJnwH/GbCX/+5LPPHnzzba1+LQPKcYdmToheQyvW41O4+494azi5dHd7FBcPbVjpdA5npjXCi83zAzpdsnRzAeC0pznSFQFF5jPbrsXg484kl6PCHUFo5MAnEP72S4Sha4Ql6J+thingh6ewiH7O2zA97uavZ978R+XkFBCg9+BvovkYMvBnFpsogX2lUIbIzbDn/VwZWlZsyB9Z9knsr6+UuaG3REb2dUoQ7rWwyNmCFg5n9SzGkXtDKTa/gDObYTSTJ5lVfP3pV5/97W9Aja+cq2CSpyelT9VaZxSekz8Db5cImNwmMIAzhBomuXY7fFQcsZZqo0UaHnCz/Nuf7z3wnGHJTZSdlnoMrolj1OvT1qPYEj0NMTA1gimLhVDS0hLo1ttF1n/0Xs9x19P2JXCJ6Wk7E0C+nrazWcXQe/nnlhutmMQggQClyjAYsIzADnU4LoALv4rSBDfMAksuLMtAie1S0lVmNLzJJfAl1cSIB4TfQbql65waD7z9h9gFOpY6SNrvc9nPalbvlHg8M7M5cxwcJv9eTc+bLdzfKeEX7t4x/ZCWfgFjdG4Uqw9udtiFu/bKQULZOiwfRHIzWGnCwjBGAZmPxS8hyCVYhTHat/gwHBP66IUfEuTj2EvGyHVSQs1FnDjGurrNm5U4bDlm9ArhwmVsmwfvYvPKLbsDMcdBWlUsQcPEXlu6gK0cq9mcE4OZboM0cXkL4VIFHiYSF4rUpNgafK5dWFhS0hd/tRK/LC707GppdQ00zty7ulxda6KNMfcF0MmlXN1yqkZeZZxwEwszh6g6p7sEZ5ZiUgvYyf6ns0tq6prUXZe98VrBT5Et29N/aAD4YkuYrK1ciTOfMqOuRfkqR7SjKuqFsLCSthGRxFs8d/6ix/ydJ9vr9/94/55V7p37LEL3tTuGhO8/mkDfd7I2P7+xnb51//5NeQnHj2dk8Pn5+e3tm7Zu3e+Y12nz3Xci0bqBy9rnX967e/duWcvzsf7rIyL/IAiL0XH3YODuNODu+3x2bns8DwpC23l7nY6YZ+SmHHd3z8rav//GjYaG0NAMTuqKqSXo/EWpa7ed4GTUnlTsSlgFyY/7adAs1YVuE+oD7H2b31Qnh+3y5cuveUqAOENsPVD4IaDw5K4uBKQrK5H1WwV2eCSZujcsTCgUnhvVq1J7Gb0UNHERyReB7ijsRSffSwvWr+EnHT+ekNDdvWHD08FnDd9+Kyq2K01LGwKejhQz0Izc6iAuUPVz5x6pqRq0v1crRmHf2/ormXLV89v3/njz3u379wcmhoaAbCP3uie87eVi8GbPLNt523L35dF+lhWs2Llt0XyMV03RvHmhod2btoak+KQumnmjaC5AKSiX949dCBPevgPpkmPa8olh5cUdkpd+8te0d0W7+wfvBbd7TeHtyd6lyoGuyHPq3ksabqRcO5JZfPG7G7Q53aEOb84KiMUiUVtbGEijuXfnT3968e3eaW+ZLZYoL7edgzkW9Vhl+bDSv3Dy5sD2Li3PllGbapqE2V0iSpThFqZUlpR4eJBIJZETQ6WQUSUWZwpKZC2tNU3c7GGl53Jv70wDbR8tr/Lf8b6ya7TJo6M1UDMyUVo8wAyrcXX1aConDw1X9tfVHTqkVo+MVFaGCTti61oiwOVe09RR4NFyYczNbbd1XzxJXUPyaO0ocPXYfexXp84UHJRKXTfGxoO7fYtlQQH4242V6a+rVS0XSTDP+axm9b8iW1s+v75+zx4+X08RnI/smy3c3ynhF+6o/ydOWjrykeMV7mRY6u+h6443k3RdNkkkjFFQCWAa7N6paN9wZgP0KfNcnJx0lGmAG7ZiLNxc3z0V20RtSxQBp7qCOQ5CLnc3Kp6nErWIxYnSR9phdwYAF36yzA6m2jjXFsBiY+yUoEmhPB4jHV2RUMtTCM0xytz1+xZLqjQtyEHfO0CEM0sxVWxWptADgpHO4QXqvykUNn0QCCP5+/Rg4RGryBeE8QRX6wpmsSG9er6TAx0R4fcW1ls4OJ9wOKtLlfmZWQPHnLfGwYe2CY3RaA4O4HbnOTjU6yJgNtFSGtcCPeYRv3328M4//vxXwl/+fPfek+tVj9FeIe6eojPNv7dw0KXdIWkKULV19goIQEwFycxMYbFtsjveNK13OsIJtXHXzQfo2LtZHr06YKdxOI6iViiUEbIcil8NtQmheJ3fGOknZbq/ghEClcZITB3jRirGZsffT7ZOawNS9Kz9o4/u3xcI9L9nSKDz9oBQYL1ek/sXa30M/tYiPGfYt6EX9x/M+RyWGjhk/ABk7DfqNY/XYxOHjq0Fn2cMoOuEEBeY4WleGOHw+rkAMqSjoHCfv37y2acPn31r7IrQ83bFtPAcb5YIGp5KIWqFRJUL/GETYicfmONxcX7VAOClUPQ6mkOxtm67/g1squi12QAxdE9Vw7xiB0lF9p2GohEcR/kyrlTu1EtrMnx92JDknkwsn5bj7s3qMtB2NKGVzIqBVqfI6V4OQZp23DA4PQXUq0RvOwpa/2RpiWzzVIimIRDOcZV2VLioAPVwm8kk+GZAHV0v6c5qOhXCI9GZJe0GO7/e3f49aDusxzKhlfOsZvW/IdQdOiBg8ksjf7Zwf6dkvHBfZlmDMQq+aHSfVCZiFVEjTa6E1i6syEXe8GWY7JRijIIqWw8RKoaxKi52YgxhSQdOC6YJcjykiGEXxcURgYRbchzjt1xOIERGYo97+gYuOUXCrqkXsNPcypZ0+OMUK57+JEtpOgVnerbQfyS2o6wC7zvcO6i3bGPsRDFekRnkmy3NOVYiwa3KJZJzgdKO8WH8esFTVJKeDitUjawoJRK7uq50UMdO+xsr3YN8R8YCpW4RA4kmJOr5FpeMkY5pIqt8TTHMwGx+TDNV3VSjihRRXjcIYyvKX8CE9ZmBVFV2TGai6f1UdWKzJf5DMZWRGiqVOqaSa6t8PYmr5y/mNCoazGgLt5q5dJ61OK44Sw8eHNxAc28PPVlbG3Cyk06jhYcHB1tYFBWZm+fX7urcE7fV/objLsVOzjZnzumYb69XAne/c/PO7YfnVP3y5oGq08WZPUWNis7gGzTaYFYwNGkt4izWp48vWLTXy6unR6Fwd0c5LnvMtnemhOYWHYZWrFPrxnnzV/gd4Wf0+FhUdzYEO8bVA3yPcwymd1qE1uYXccy9UJz6TG8xmRiVmJjo73+6uLi4anhEx9WzI5D6I/v1/wfmjng82FFUJbp/QWpTXX35Z53k8nEDln9blTd3oQ2OqtRf3rnzKeju3Ydfjka26TYbOdpmKNz7R/X782rPsrXl8OMjMcPFlMx1L140PPvt4MKQPLpP7eK1Jlbtc9f45YYmxB3dsKqz0Tx1qQmLpVdAV6cNEOmfErD3tR6utuzliWnFQzHlzMrIyNESlUol67396R//9ODJC7hwcD+wtktDFR986BjMWaw/R9cSL4pGtFaqsTGNRjMGIfPDSkkQm730cKj7hxscUxZNa2jF5vmnxcRERkZHBwaqVFrtixcffJgVd3jKxMy1xNPDXRGa6LBAmUpOFvlHvVyLQJScJjerZKSWwEsR2cMi/fJ7NrG4GLzt8Jg0NkYmSxJ/BNfBxWJ5RGCZx7ELKvKwBEpz32G5quaYRxk1glxcGpQ2rFVFpx8oi45ohqmciQjusdZ0kmoUTg15jNrhWlaGPh4REenpHR3R1JLRq6pfSTs6Aqlq2KMOyytlLU01gb/q6IuVHjt2LF16cEl8R4e0I3bLkoLYQ5bfo1eqZWzN2IDvWz3ez2pW77A4HBT3tZOjXwQF7dtmC/d3SMYLdwKhDGMU9BMYjqFgVYwoQDzdCisLXUyJwe9O2iVk4CalF+PvG3Lgt5KwIuqRW1uGT45RroxQiD2u756K5xxPBBt/PHkdzisMLne8UlnfghW3pjU2uYBEAbhlJM198mHHWKWK5ipMYO5EIlpmkG2wuuKp0A4WxloGmmZGR073g2BzNfVLFqgh8LsCSN4xpdR/KYlgFCaMpMJIzEUauELO3jCAlQzg7vrm6Ut5fAtovgOcdj/9pPNh81xdCIw+VWaRszk9GHHjhQvpdNSyc63zPl1CyhzI/M7nrJ77gx/MW1303Rdf/+nTzz75C2HzD3/jVsGMKZZAQ8zHBu4+Z84HwN2npbij3ql0uj0EhyPbvKNLo8NiXSj8m1oESfPnbeiQSK7Xj2lxLg0WPubbnIwHoEzTpIdcJBifZN4QUDOp3a/nfFjqMlu+j3a7onvPNFlbvxqepP1WVjEG2s964+nYlrfNoh2WGHxof2NKd1IT5MxJgPUBG8xCnadn8mDK3BytXEigO73hvhcT/Slaq3PCVnBqx1q7QUlLtrkPmUGODkcWGPFsiHlxcGZPvuTtdhQm1033ibtgFWM3eb+w5RXRQuZ0B0x/gwuI18jNqFMFg6GPXq9u+MWc7TZTa3s7SiU1R9c9teq1eacoQaUuBMaD+SrufAExysoKRcBQqXaGW24yMdtqo462U3TzY4i2u0IKvp62I6f7ZIo7EVajyACS/5QawWKx/MHnDp8MKysiUb/JVgD4ctgUdBaG7sZU0hYYFkLj2lsQqs+wDuSSYCnVEkupbq5is2WfYcXCW4ph3TxDk9hZzep/VwEB6Kb08qKfLdzfIVXJbxFcj2FhZ6OFew7cTbEL9yrNAcIpFZY/wzZRCdOaSzBGQShjvleOmdQ+92JsPGF3Imb9FpXYR+jrOI3pWYzybSMcOobZFhYBaEtLqRQbe9myI46dWVLhj11TewsuE36I34SpmdtHiMTNH2SNqgmuTNzq37c4J9ajjBKER+g8yWPQOKUZf/p9h38L0PQqX3w2LRkGDmacubPZ410e6TVQjxtD3eKg4giq1IPa72uClcI7aER7yc3NTU72NGkhGTvRjqyN7m0SRsiLi02n7t6STHLlGDVaTR3VrvM39SnhpdjsUt8J4J+Iu2tUldphX0mQs3lGaHVwfbg9bVWnDVB3xdntcbTwEEcXi5Ta2tpGhcLRMTycRjt7Nr8nCYJXzoe6B2dBSrqLe4oPh792jbO56PyLZ0++vH337qd37zxUn6u4GiHv6gJa+mI7APPBTbS44ATF8Z5cr8N6UL50qZ8fh+PjU302zzELyHtecOfZUJ8ijtfi1a+1ExUvSoUerJyeRgtFJz04z2xPXDcty8yRvv1stUVKz05Okrn5ihWLTChTbdnewOITEz0laUDjkTKH173E5OMIoU6VRjMJxE1TW//omOa5+uHDe2D6//TTO/cePlSpJgdRCMykMg2/vbi4VLc/iYmF09JrbOen8ndadJp1h+8PRg2pZvCRzKx580/0VLvTwrsdq3uOLDLJsKVfchwcvJOz2vDYxGa/n2jnWzVM1iLOflWF1giMwlzACLjybeIGP6TZNC428sS0dGl+gP3CerMTi72JaIaHKecCaNeMXY3M1g4Dz568zJ2KquHz1uk1+QYXsAuBtY9EjsLnkjo2xmSKRESin98qWkh4vgG+oY/uOLMC2HZ09Kh8QORJnHybC9jXfIeY/dGBTTXUCua4b6nuclpADBqeiIh0cyORVKrh4SC4HyYTEW13K9uto+2sl7SdVKYB2i4h+g8zVYHprUDbtcWnfQURqrLd0lbq1ZgJQUwkNz1d+itViVYrl5eVHTwYHQ20ndtU1nfQLfAS7LN1R0cHya1GWHaMYYlo+7FjHUsOSl3hXw8uWWm55eBB+FZ4a7keK9H6Bpl0Nmc1q/8ReXkFB2fRaosMt6XZwv0dUib0J8VOSzdauHtAuC524V5sVYZLZlnonok5qpsNaOFi2w4Rik6HRnuYQkyuCrMzKZuoBUAzhjGqEzJs4nUARd1TA8nYnJjNOg0Jxx6Y4yA7SjowKbylnkbN/EiIbZfjROigtzsCae6P8NE9LCwAS2mb0dwWpWnMPZmImieawtzZRAGESxh5PnklstVPAL+JcGcqpoonGGdshLQKoHjGXjpVQZCn4aHLrjayFhdL3qx1wN1jAaZSDdw91aEaCCjyt7s7cKanyvB4AQH2uiz3OLNGB1REZThsd/kAmc/tG2ySdM1OVzvV2jjaf/jxn25++tXfDxXAvrmpIshVO/7pcNLFDHX91Ke4Twfle51qA9xdwnUAP9weClVDLPxMWg0O/FqLs2ZZuo0hfWi2it5uATn0b0bD/9t66X43VSLBixf3v/jmawhch86ytG6bfSiN5+0ldkrSxft8aG/2drR9vdM+s3BITqcHQMsS02RhgWZSHHRnVC8eMY2CSmMPHSAXUtuYMbp4cwj8yW+Hj4O7s9GJDh50PHxvjo0FD9oPDMOaig6A43VUObn0tYfZI/R6mOEBB6tBKAqmWRe8forLnYTjHM5H4L9H6yl0m9bFwCwh/EoY8RpRYBPTmBpIb2EIK6bMjkHfVGrv9L6p70ObU4TIwwy0/ZqBtvdaKWH/UJQUil5P1+XKIKLwQ136UxqQ96swKbMS1qRIJlNl0BLjX8HXTB+jC9ZUoFu6Namf6QYu95UwGxCo65gqFZLgIkMZ7gzYu+8hvK+ZWc3qf1UODh/MWeWSqr/wZwv3d0i+MSSw92GloYslI3BXI2FjSlQvdsVg1YIXu9wIGwOxmxwloonQRMzFrWjxJ3ZX17lzSwMhSBDPiFInXUYo98cq7mzZE9K+Jb14tu+mJgLBF+eWTtHuJhxT4S1PlaTnWErxXO7XEgM7ctJjcNgxO7EqPadDKMFeBAxiRmwhwEQzzisWsH1HhUta5UYWqGYO75a2uFEwj5peUaYyd9FwGTD3gWFj7psF7B3k/rI6N2pMpilQ3K64bawFaN5IsbGltHpBe0emPFDo5hYR4W+SH0cvns6IqwHyWAEdINNM2bPp4hEhGl5b+ZK7T/j68jNqU+h54G8/GtwALYiOK6qDHcNDaHGdu4C61/r40MHtvnVDXrBFKHQTNecUHT+bZzZonxXXcDa0lr/YaY0Xf6ePYvsXT7++96ebQN7vPYSUFNVV1djz50+fPH3y28HBwaOOeWera2vNzScRuXj+Ya+MovOh7XRHM0TeHYNtFOdrM/iH/V4n73DKFjktPmzO76kNTVFU0xvM9gB5R/+Z0emdnRYWtbU9PSfMt3mlrliDkY7yVjLQcCOSlPr7Fjee//bb7S/yHL/Ierrhm5Cnv73vuKu6Np9/YpGxJqRvaP6Kw5zasw1xWYNxb0fbbZd68U+e3bNhE227RYaX0doatGD+/NpaM7PwcBubxYt57KjE08UTMV3MtshRoMgq1ehoJADygWGKb2kieqrz41gEdwNvz19k5Il06dKAgMHwbz56dl2r7de52itUEXJwtfsHTZth3OsVQBsMzyvSP2TwJGkx5ZFXo6Op58YqmOAsR3AcbYxO/wU8AywC8OYpQcszYHmHUKPqiin2f+UeQdcCOaIiUNgUraqMqTKsR2EnSoZjVGOkMjdhRASC98ghNzwcqYKsf7erkRM62l48HGGg7THFLKKkmBwRDXePQBWzWOkvYkYGehw8ReWSR4ZHgLyTpFeoGogskkdHHzxYVmZlNTp6KfqM5e6yC5pzVLeyQ0uOuQkDa9xcLRnSVpLHsVPgcu/rkKa7xlrq3O2W4G9f8nYO981Laqha0X847mhWs3oHtHhxdWccLL1Zj5j7bOH+DkkC/Umx09JtiVUw6oFtDkYR4m2YbmOU+Y0XHx6FmAqFgjWM9g2vN6knxBB04OWky6B7X6UAu2Y0avvmcvFzZVD31A6c5amAXMGwacTlrgLTZjYuO5ZQ3fCaxCKhZBlXa/w6uhDS3LdYy3BfA0JHbebmiVNlInPXI3y8NcKvZAex6/HCSGNZGnp52kVbF4DVFXsNw+tKZkYgLIh3PmdSMivTqtfyEKMVoi9M2rM3RWSJmFQddw9jrmN5z11j3mjwt9cH7HTyc/DRBa9/aGaGgnWRsQLB7l8sbLd5DJb0NU61FnH2H8K/hNCqHR7rUPki5x6bPdCyc87nnz/48vlDD/AiF2wkCa0qnz179oUOlUNEjYXF64jcy9znZefUEJq7TS3HD5O8o1D4veZ8i31QvKP8FINoNBRScz6Ab354xqCa/4rmO601L7Kwcdlj/zP9HIA9jX7WIfdt/feTWmGeDxgahei0vx1tF/MCbFD+Tz2dj3PcpsrWyQll3tBo6FQkE5Xg1e4VugLNdrVughT84dec9xyIHjKRt9OAtz99olIdg6sA8ousMmecbvMKaJjzM5rC0NfVW6CFjKVlln3c/qnxPjzeQpiMSdKdz0yBBrJb9I0Ipm8QzT7VwfVzgHsZPsKTIlKq4A4HfVMhet0wmcVioSCYAsurVlG6HPxrrAjobTBJ28VEkZUbmNLTIbLJG+zykYDICxhNAPCDyP1A3peQhBA+ZEiVsbJisfQNbLlWMcDd9RnuFbA5AswHyLi/g/+jlCCpzuXep8uU2Qz7+FaZMgWWzZjRZbOa1f+2UDLVUf1k22zh/g4Jv3BfIBbBaCt2lh4q3COvYw3vWNdL2HIFszfq3PdzcgiEIczWolGlQsJBKXZ//Si5jHCmIgJzfG6/poCg0mIz2YsVLQQPLeaDAxjQmwmE0VHs8cIoajxDyuRhk1ges59Q0I/bhEnLPUiQjeDB8iAtdzMjchyvxeT7UTWtDMaIP55NkxdFbk1ntPgaaeivzXaNvzBmV4ifliEZV7mme6iURivygfEWQGNkZbLRgGSWoLnu2LGakcxCEwpk76jytrr0ll7mkOeUbpZ4YmcOy2S7d4+NrVvnaeQQTJXYu1TQJXskrFFrtAOQZG3Cvr0unndp5njbGMRlUyv6sy8PDWUGfKdIcDy6NWR/Q7tPY2hoZ7vjjf1bN21qb8/NLSoKCKA37OkO+eDGqpSTGXwvrxOcFKDyWfu3bs1rT2lM2rZ2794V23JDOxNuxG346Ouvv3l4+/adey1u52T9o6oxZP/+w4MPH4SE5OWlpGRkeHnt3Tv5uUn1O8FpDG1vcLxBO3qU9sUqaOXaWJR0wmtt6iLxDJ+tefP91nIy8oG90xsSEhwdu7tptG7ot+oS3NBQrUhJye/JzUVe/MPQAjUVWqCuX21aNWuClooXLXJKXfvYa9sJSL1pPJkC4TmOcVmw1903HBMaqvfl79zmtX5aToppWp26LalRQYfo+ixHemjPNqPJl6/k9zg3n75qU/gel+P5j+eZkCUzd+nawz4+H3208Osv7o+MDAwg13ZJiUajVl+4MNqW3TUgSJMEvTrwtqknjtcP/ozW3rjCyBtbtCgg4MGDmzdvP5SNqdVUNXQMEJRGvXnpz9+b3xD33tHq3HnJURKlaKC85Gpvb51wjDuwbmqgPofz4x9vov3T2c53eN1oxYXemrqxknEBakEwqUJPX1F5hKyppUkoaxs4behuwPP0F8VEljTVeLSU9AtEYng9j6dUZmfX1VmnX5LFCIhiHi9Nqc2GprTpYbIuwQ5w468bHw0k5ZSFjY6LStNE5RU1DKlHYEkEpWqILIs+5OrRUlk5Mh4RKf2dq+ujR1ZW2dlSaR+jrAnav1b0xZ861bpbSG3x6CtwTT9Aqmv6yeZDDKl1jvSnK7fExsPDdTzh55tXWhasRKW+ifopo1dWhdksZFaz+t/W3hWd7lmbGnfC5Oxs4f4OCb9w1ye34PjIUeGOHWeSSKHiusivkUh4RFtspHeqt6ASCC0OQR5nboHYX+wiDfr344eb29mhrArscdQ9NZagwkn7tgWX+xISTmil3uWON7GgD4SPZ4Thp6KMM10JVCPJMigxHbfbLFIyhMHEW5JxDfNIeuZupB0rEjoNbtQ0zMUGr+QtkMMbrbEzsa4mQ5NT17dIg1igz6lgMN6WukMTVugReRBiL/pN3bc3hbh7BUDBLTruHjXF337WKdU8aTJVxgI6qq7m5Qcc1YXB0MxCdbEhi81T6DSdSb2eHsrRt+r04/jQb/wCxdTYuzR8a3OZyT1X1gqNJ+MPtD58+OD2H/6Auqfa2HAMaw4nJeaZcyxsHGl6eh1Cc7EJdTB3wm8iBOTY3DwgwMLCzEwfUqPXjxeCh8bsLDh+8jl8cy/n71FJz6z1TofNMxzOW0Bo5suU+fcgStPd4jznhJMJi2SxtNihHdqdomCfFFMbnk7KweIonIBBs1qT36Y4wGLhwo8/fvKkrY1EsgTL9ylrNfU6UzTjoqClvB7ohhv+Eo/jaMeOe/d+//vNwIp7qVpYoo11Yflx3OGoNTitB7LdZYhdL3lz5g4F/ttYSFht3N+Al9yNWv7GJKU/WQVeckuGkEyZMusURJZDuswyxpVXM4qItiNUPknb39fR9gJLmYG2o7bEetpOhG8H1DO1ADaqBHA/DguWUP/UCWIi9wLc9guoVBbLygrV1i3CIcolmAZEGe79ulj4g4xLVnU6l/sxg7u9A6g7esVb83YPoa8JN6ZZzep/VWudu+3t7bfNFu7vlP7Nwr0i+oeEsX6sanF56Rhh2UoNxijUadHRBEIzZh3JFssKlhGaMYFq8mkmoeAYZuvVuXOHYg4RSNHYTDhKVELowPHgz42KKoD1TjycFuqX1TmE6GHsX7HAu5SxUVq2HGcuNkriFtshJS/H5sYLxGmk9HjSRVxbSHEmKdYj0BcXlEdlRjA6mio8cX0wYnFlpOshmVxiEnO/ZJy5F2fWeBzwyI7xNsrceWlVj9xcWyMu7zCpPPYVtD2qa70QIfCd7uzFlFgsEMhkra0ymUiUuNz072tbcaKyqkTT1KR+FAF1l+dbZ8wgIe4+0sYN6w2TRUZkNw+MPAPHdvemD8LrV50879OYYpGQQKN98EFw8MmTGUk9OxXVeY6bAMMntDfmmm87vC0jX9HuuGd/+NH6BJvzGSe8nMROzvz80M6GG3H7j2bF3Xe8f/9+/xPVJXV073P1oy9v3/7jH2/efPAg68mLF7U9/BN+qfPF+mNkOy/VOSn3/PH2hrwbiGHXr0poV5zMz0jadjh1xeqZq8YF69f7+fH5HE5oaHX1dnpCQp5jXHcWbXAwzqw7yzE4OHi7TbXieEpjTw9QeA5QeD7U8YjEg4DnG5HfWv0rj5xAP5iRuxMYu4ViV7t78Kr6PWZZ+49CunxeQkNndWgtJ8n58XoTOpW+qaViJy9+bkr7qq2DR+MSbPKT/N6i/t+bmpTRGbzpg+49u0JPrDBWWS9gi5dHpfkOTdx/cvPeH//45fP+fpksOvrRhf427bgos1Ty5jOxrfhw0a6sQfs8RdE8zHkLtjgqSqlct05eCX1077oJNWPacYrymuG8vvHq1ZzquDkfZL2oGhroKhmjUmt6gaQPpL12va5dO7jpwZz797Oz1dFubr1q+TgsEn05KkZYfZ1cFl3j1vSopFkp0fU3XsAmeqatK5edIzU11ZT0K9EyoB8VFuppe3q67CVtb9bRdrXsskAiZu0YGq8IbO1oFY6OU1hplMuR6is56S0V2aJMAPcaV/hzyehl7XhzU11shzAwMrKrKzCwoKCp6dyFtrbdt87EtnoIHwUGMlZKT91qrQvMiY+H2c6cW1LGoYItcAP96cqV0C11ycqVpvP2ZZtvefR3STCO36xm9f+gvSsUNln7d84W7u+U/s3CHQWIn8Nk2mxiJPw4FWMUGCQiKlZWmOO63qmVmECVzYoBwyZOZ1Jjxu9kVjYQH9y0RuTCZ7GwSzwl2PhhkSbmOHApiHCIxTbyI6mgASB2i1ikKGYFvp0fCZnl8ZNlkK0fLejFw/ugZOJuhqnM/aemMPcJaBDral1sAtpis6oAvbkyTTDPI3mz+uHYtXCLTQqG1An1Ypza3NF0ESkjcPQsSTX4axbwlcw6zYyEtRUF1iSuXHk6oNrgbw+GzHQnCwt9qswqlyToYellvouO6PCPF+bRkwDzzuOdcGiHSBPg8vaONkUGSL4XuDtybM957yNdjjvRzpd8mTuGJrN++MO///6zT2/e/PgPNyDD3e+1pp3zeF7QN9VRB6DRJuPoCock4/ZqpL1OR8wbA1IsGlxWwcJZ5L9/pQ8XDgKFNzNLsKkGEm9hkRKQb25EaFNIaHNmZvr4+kltMAumn7WoNT8M3Pjf0nqnIhszWBfw4UIzm9q33RjfwQzeZri9hYMpK1ltiUEUUb/q7t1P/vxzwg8LSCQul0y2w+0hPN8pFE7EoEsPDm+H2EWBgErduJFA+OSThw+LjTQlXuRsA2/3t9rKR8ianjMTa0cKCPj884cPbkHKwCnrSmbUa9eoN2sE2LYl3OOYhtwbJKjbdTNQKApm8ruBbWenp+0ouklP21GkFKLtpbqNZjJJELwuJckhY57I0kKPD32KexBrBIF7yxzoDx0F61AKYIoyED7EZBRdwGBQDBnuraRmcrQuwz2MK4OIGhS93gKdPuBXMqx12TIFkJqFqLvJKrDsN7qWZ1az+l+XGBKqgmcL93dKxgr3i/EFhCui01jDqHAPe4TFXJeK+2HjakxbcHJ2NoGgwSbyc9t+tQWnorX1ripYudK1ENOo8n6UtOAgg4IJzMXelwHbyPBsy25weDIzsV8goVzY7Fo3jgN8iZFjBOjdjTkO0nKlhGgmHrlOzmTG9wVqeLil9Eg/Y3NF8/u48Nk/eyy+Y4yJ79QWi6+eY1hyjWxKz9xdTWHuvkquUOpaGZNoBOKjc7qjTQOOAg3lIp6lf1LJYK4JayXVWI0olxt7zDBILB4fDwurqRmNHH4r6g6licS3qzJMGBY2phpY578D/2RgSQz58BNd/epedbRM1mZ1//7Tpxs2hIdvoin21daeP29js2dPeHhWVrUiNyMjo7Fxl87tTqvfleKQ5PXY6wQg9oQbNEiZWdV50iHpxNq9tmuAu1s0BO/JsrfPqm/vbKxtbJyYGCHL5Rcu9PZ+2Xv79t2bd28+/PL+/W/LG6s4SY/fnzystvOcdOR9F2TA76HRjmbV57XbpATkZvDNH/stWm2Lc2hWA38/Afw9v/F86L7qdnpDQx404dsDDB62M4jsM/VZ9asQiQ8OTmigK4yooUH3ymCzOFTxo+h6WAMLG3Sn0+nVoY35uRxzvxXr3/Y5a4rWpB7h157sXJUVcnSPS3tKrvnbbGz9In6Gop0WQqO1V2dsm2x39LoWsHnLo3b4+54WDQ2MaJsrrdRf/vHu3TuBgRqNXD4woFRGRWEf0PmLTvi4h+w/Sm/cNiNvt10e5ascEmibIyNlsl/f/f3vb99+8UKCs0H0M/zjT/7wp5u3IYylF1h725usHenx4/v3b968c6cFktEj26oyiVPwM3G5nZKczVULW2rAkp4p0RtoFrC9/SHLUnautUx4Sa6VIGpjuzxRNBQR0dTk4TE2JhCIDbS9xcPVNeyRVpAoZnlmrutX7+7waOLKBTvSlDHZ1Fs5p0gyq4mqzIlsmTTHdbesQtu87rI67NBGj5bR0ctdMuhul56uVldW9gYesrRuDQyDFSrQG/VXcLmXeWzczDglPXXl1sHNlrGxZzqkBzdv3lxwJn7lW+TJWMYLHw0oTbXZzWpW/6tiz4M1RLOF+zslY4U7ykrPEWRiDaPCHa87aQRsXGiH5SzgkcmIfWKMgoz1Tr0I1OfM1ICE14XiiGN0ScIzawg8x9j7B2JCkD0gJMxxMRFFlUTgAF/UIHYJ3ptELnf8+BwkdCL6sFcJI11jtVhKjXBt6ExuLbUkGXNq77AjGd0UkhLybkxi7p66DcYYhfhIKC1opfCCqY1OEck7w+BOAYJGpQ++QB0Z36KA04nNUnIvwBnfaJWNfzLwhZBlNuD7JQxrquzZdV1uy3v29g4OPJ6Dg5mZLkPGHhrk83i8ooD6aZky650gM9AeRcOE0xICknSE1paXCjnuOu4+58cuDZP9U+3sBOtKSq78+tAvf074258/+f2dO0+fDNS+bmBeyvMz77GY7JqKnOTB0DP18NQWrMY0j/cYwPlOHTjvdHGE6ptmj/Ln31J6y3yeiw1spgg2+BZeFnwdMcxUhNPaHbx4MzePxZSXeRacgB8vbLdwwnkVm8iiVEEXJBnpFpisl/3kJ5999enNp/dLTegoBmZ0806A43E2WBk3YkoVV2N9CvzkjLGxBw8+/5xOx3jlSy3l2Xx887NPCgp+mUNtw07OGhj47DMoeQtkXOUbAF8CvVNdCfHgJxdMWcXDJl6ElCXU5vTVeg8xZRjFwLxaPKKn7QDHDTnuInIgTJ5KSUygMKhnKkpxP8YlQ1RkJszawRJRaiUxiqKF2zmyzA+8SpWhUBjguy+wjGCWcFHXXZThng4ud5ThTtK53KWGTBmkt+Ltp6yrcL4ZZjWr/x9BXtZs4f5OyTMN+l4TLmPmoqQdkBJODWBaA7TZ8biFu7xgJaEmDcsDz4uJgfv3MYxRkPaSK+FRM/Z3H6pmz1BwchKbICwNO8kdvlDcoP2RCMc7PgJB9hoN9nyqmMeUnvlhiSc2uBH7i7bEWlvjdf7x9L/00xxrvCx3CK0PIxH6RJhPUEiF1x6lS10HcItjW15adJNla0zmj3BheqKnhvQ718vFhfgvm5smr/ipq1uFxGgN+z5s8Fc5lWQWTgLPy9c29+e0ksIyKaYxbd91Y24eOY+YQ6VBRvb2pa5dg66Mu1tI2cyL/t48Y08nU7X0WmmzvKbmQF1FZMy60lJvY/n0GLLlvS+K6a8oq6urgXz3J9988+DBhx+GhysUfH5jY2dnfdzWcPuQ9l0c8J1n9HS619Psw/cP0hU7+V5+a/34PfvcV3UPhtsPrtoVCtTdb9Ei8Rp+0b5de+I2bfrA/otVipSkpLVrFy2SSJRKrVb2XFhD8rhz9+5Xd25++U3/9aHiixfT7Haw3vcm6k6GrXjFYn5P6NkGs3oabf/+DUfjbtB3+dQm8Q8v9vPbu3e+CY5ytjh18eLF/Iyd4HE/v09x9uzZdncXnWEG2Dvi5/jK6t6je6ljXif86L59yCpvDhs04Tcbk3j1Cj/nbT4Kx2778MHuvPbz/LUzBehgCYJ1Htf67A+x32DmeLLn9QcJWzaPGJTI8pT4/4u9K49r4s6jH+FD/iAk+RgwkAMIEAKxyUKQIAgiBWHB6FI1RLwQCkYRRU08QIgKXriCgA0qKpVDDLLFaPHWCghWqKjQuh716mHrUUVbdFer3d3vbxIQkJkEd7tbt3n9VJSZTDKTzOTN+73fe8lxtMLYdaXRu7I2rJf6V3Q+77iLhjmevXxiwu2kuGTmqD86RC6y296302kKnyxjhyavFJVGbYjQ7Cjwr5E+ffrgQUrKmDH9bskAcXCSb6so61ZHx92KAk1EVGNcP/fpjo5JSa0h9xk3bjx/rtEoS3OCXp0H9lOCw7mtjaxceUXdFnkUNa5dfxMN3nbf5MLqCD8Vp0AT1RyERdOQyaEhrOgDnLo6uVwE6oOjo6+vIHa0X3r6qYLoKG57O2xKOYESEDBHvlSQHJQUN6PWb056XUEEnLHJIqXfhcyGAk10dVwhq02n00qE9OrSZiUnID2dQsnKYrEqKyt1cyqysuTS8YHzJQcoZzZIvKvSdbot0rpKtTqhUsJheg8LhCwZb2/vAejt6dr1Ea3txi9GZpjx/4/B4iVm4v5WQZ/cgu8jDwX7IYG5OlVQRUjc80HR3kHDs1KIaTQk0+AsBRjrTkUB55lEfugsyDSYQOBjRDErhLkybGh3ZTKJeKmId4CwPRWF54B8ROxyRxWsxC531J9qJJ7GymoGJMsQxegg8LlUm0oO3VgmeRC3wiRbOnoLTNTcNZhx3pSx6WDBOptMZgXRWEpPiMlKcMwGCKmmO92RKCiFSKRyCs2kUYDe4FOrQf8cLxQKBMZWJQbsKF3OnP+PSj/N3x8i0dnBwcnJA/Cpnb7o1B3c7WLIlBmHZcoscLhql2H5HjxwqNdmu2nQ/IkSZTa6QiQAYAro7tt9JurFax8fJN/Db//whz+gWQsv839+eOvutcs/wOle1fm5/5nadYK4Pm/GJMt5YeMgLf2IfhO2W+12h223NLkhtH9MMuZwt/w1I+HXuB3uPnKbvQYs4Y+0/CMMf0CkvnVXrWhPkNmhNCqjifeYcgHE3kzOAeF6hlJwLPUzGEGZ7rDT7Xg/W+wHnmF/Aef9cNfXoyn53JWsWrgCF9s00HOpsWwZym8fNMiY3p4siDr3+Q8/BD7/fgKu1u7MzmYw5s8vJl27xmD03TU+uZCK9OwASm2v8U4F+wQI5Miant/dwKxX25FQblDb9cNZSG0PxSYHiWBTwwxqO8qV6UpxD8ek+/HQ9FHLZrNFBp+7EmpYpfBoSJXhcoVIVYJJVOepHEx357GkmMvdj66BqS3I5c7BMmWQ3m7ylFQ9eATDqGaY8TuEmbi/RRDzz8FVLDoZTzk0RtwLK0kqgumf5yu0pDLcfk1xaCiJVFk5BZccilgFJEoEvqIe1CYlZUYT+Mej23Sk00p83h3UeJokWZ+Puxy02czMykpfAlW2VVlG2pKHOwsA0E6H8JxYvHZaDDOiK0i564h4Kj+0MV3L8SOWeFfOOJC5RRpCyF/FQccq5kiE/RleeyI+qKZOIqGGGPOrJBk0d6M+9/igJmlAZW1za7hxokyOO1FWJilobpQZlfIRxPzG2po5BWW7RMkyY6+3G+HtE5YemLOFkt8c4ks2LZSmG3xRS8TjCopUmpfX2grmZWN3N7ggxxVGRctrKDtq1j969M29S9cfDPLxWbLE8/imTe7utotSDk1zH5Nhufe456hZ2yCBZvXYae7jRs0bObVk9lS3MXuWWSxanXL0q8Rxm9eMfNcjJgZ0d7cPN33wAaa7fzVunF53t4d944s3H3v27OefH33/+YXOzs6Ou3ce/sz4Ip9auLI1OTnUN0kmCycrHEve2T9v84cbh/9x2l8+XhS5eiFkuWz8dBRUsO7da6r2/jreB+ncCGbPHtjhNwniGI93R67ZDsftaKTLoq3un46ZOdvUHEcMQzC1fZptZCRS2z0w87f9FDE5OFyWFJQdmty6sjC2kapsasrKXS+kUFaNjjhdm0dtPCb4xQneubHu29b06b/qF/ZDp27feHTfTosPPV/Ne0VKe1I2Ny6Vmh/dJNVUlGtqoliilU/ePX58586xY/H0dvspinB2dnLcuqjTws+/7ewQLj3fj9ZuP2VKeHgodKjm5l68+O239+69fNlzMSjxvitFytotHFXF+qVUUZea4EhOCq2PjR5dIOH4baAea0f3fI7hsuQ4VrT/7TqVPLdLbY+N9TOo7ex2BTkU1PYKZp2qZumJUJksWVR7hqILqHgc1RLampp/ZhWo6Ts2lMalxn7BqUuXlEnzqmc0+/mr1XP8c3OpVH//zEyVKiJiwgQm6O4BAXQehVOlrkqnaAo4mYHqBElAgCQhMDBw2MDU9rRhdRWlVLNNxgwzesBM3N8qQBIAgdhrhLi30pDgsRJvsRUVknrnMAhkSXQdxXeRGOtODadOAN2TIMkdxZn4C7Nxl5uQK4PiOQoJAhzI7KXQ3kfA/TGXO4mOH64DCGZLQT7CraLC4AtKVBX+dAM9ULIMkraIgI6aCSK5yMix64Jecyc8hnrwyWfAuUQ0Z+EVnNkhoGkTjqb0RhKNx6y0Gc3CH57pB6200aC6+xmMuAODI7cepWgwmazuzsg3hSM3jtHEuVJMWrz41p1Ll1CqzBK3SfwVrlttUQvqTttZrrPB7X7cdTgWvu7gMjzME8uUme06y2ch/AbkXbtNbnrd3Z4/qVt3h7sApLsjygnCO8DjHdewq399cOnrL7/88kbnJ96B8Kk7QKEzolixtOTuQswRHlPdPnJaawHiLobptgvt7MLCLC3xduC3iDVum+x2YqMWRy0OGxpnBwRLTG0fNGitU3i32s4nh9JmUJWMM0J/Q3z4aPpSRrUgtXueTMmojTAQssBnrWlzBAbzP/NxGZTiMq7XaMByrgiihyD6HaLT6SyqYeTJ2csThQ7h6+1iMo26QRgANbqdd299M9fOrd+1nMnt1FJMJGd+/+D6dSen3otR0akEnllDP9hrQCaJFo3FrvuxCrtH68KpeXCWpnEoXTlL+hz3V2p7K20HqO2VTKUAHR99rowWy5UJpdKhLymTk0sLJa+ESS3I5x7NTsZSZdI4W2gi1LiAZkAJBBqsO/UMj8cLAHe7hCOF15eGZbgHwM83UNt1zFQjiTxmmPG7g5m4v1UgJu7ZZbdJzFolzlKr5Hpi4t644wqJU0tA3AMDSSR8FTkoTkOSlBfiLbYKjq0ljfcjoMSFLQGk2zvwySc/vjpNrdvgSCCZajQgl9fjX+cV8U3DGq5Ui/E3IQ45ERgolRLpssvjz3lrr8QSGsCT2nKLJzfHIgEVH3nSzOLaliDClZa35KkbpLUKI+J0XIt/5qkymqEmER9JWXLvdGmucbu3WDHBb7L3GWUI2TincY5P1pRlSnYp29uJd7gLspDoAhVTuOtYO5no3eyN0JBcuTa97FxjvSx4oLK5Y05IVhaTeeFCdDTyuqPeyDeFY04yK0pTNn/+55/fuXPpm+vXF3712fa9U1dkJLqvHnvoUOSiT09C0IuH55I9yz6OTHFIiVx2+KM1U4fyB8+eN2r3MpexRUUpLom7M+aVDI2JcR4hnjTvz7u3ubikpCxYMHHiyZNPnoAHXmyPEfeSqfMyXrj//afv731z9+6Nzss/fvf884Itj2sZUecFhfXJSbL29vZgcrDXXrcl4zYNXzZ3bmRkCjzhwr8kJh4+vGKFh8ekSUOH8vkjRpj2pvwvYG8/ePDQoSUlbhl7EhelHCk6Enl1+Gfz3iU4P/sB2sSKFe7TUg4dObJnnFd4MDk8vL09KSknWyRoLo1iRMj9Vp1iMrX+8tysaFZzan0Osnvbj4iZ5HV4T9HYsat3f2jKB8LZedLUDydGLtg5bcxUFFAJgj5/eXi8LLTwYFRTjUZSpyqIaKO26FsNnAd7/jkysqho06bXN2Rvz+eHhwdlH2RFjL4tWQxDKt9cWrjp9bmuU8SK4PjsZFbeFv8G5qkLD76/eXPWrFeL+fz29uT6CfLbWhXERx7L6bohdeQHy+JisyinoNqUTk1VoF1Dv+Mqa2+r0pkaeQuIK1OmBAfX10ul3t7z5+dmZcfzxe3tJ2J3MHVVFf75qUmweuOugoSE9AJ5aXJQe6qyhjm/KkCzVLQyu+Xs6GGZ6Vc21IaIdm2wUVfpVklbGpcutbGpqtqxY926snJ1Wmbm+tyzZwNsMr0DbvtJtVCOCj1jZVr1sEDvTBt1Gqk4sNgYXe+Ct3dFAS3HTNzNMKMXzMT9rQIxcUcJHzpeNM5SMArr4OH4xH0lYzSxhxzlpOPbv411p2JJ7kx/3OXg7fUHayTB7FVDrgyBCIySb6R0IlZKhRRhOmGoiUwfB0+wBuZyJxajncnZYPwuIA5bQckyOmajEbM3eldNyEpHlnk/OtHR0wNp7mrTNHeUUyFkEDZJdYPMWIryeEzVsx3JIsYq0POaiFKCXkcrjQ6jFG+musPEPBYLvbd0euGAA2r6wpnNplKFQm/vH364cePWraIjv0CqzF5wt+uz3K/aLYEs9xKv7VgaOejIPtZuyIvhzN8bttF2Nfxmn8tCpw+9pmIbAyLn6urjo1fMJ/qMCZvqgai7/pnEMcfdxmz6wAXk/JvXrz94+PChtMwfzgMSKKAVFDkjjwW9Ptg54ew10nWz0x4s9QaDra2Pz4fWnpaz+4TC/3ZQ4rHEdZuPfobATttxYfs9jPUl9QMU7YN2N9HOLWQlrZSVxzgn3ILZq5mcAkou4wuWgAYGqz6PGmKZAW/EPhd3U+cFzPbaCGMoRy3cDEk3ZPZKarTwAGb8ljNYtJ4zZ0Bvh6LdQWEQ//A6kCn9LERwjbfZQq8W7IEKVtu1/entZFos1qDaQN/ADbG2Ru9nz8UtVA3sZCUzi+Xba3ILksdt4NSKgJLTLoQbktyFhiR3+Pjq1XZUeapX29FwViWTgc0xgsILMM0zOVFwoUTivb6INQ5mGdFhd1EgPA1rTy220VIP0lqYDShVhkpFujtqnM1j+UPSvBrGAXZgb0MApZyDfiYwmfDKUJY7+tMkSOlsLGfeDDPM6AEzcX+rYIS4t9WQGk7X4iy1ao9HxD0VlyauzBtNCjjdiLfYykoCTRrIHNk/xIrHoKQ040qoI+JbitN05fhiKV+xJW28mkZAYwsPaEmaVgJ3eUsLiaSpISLuBzUBpPWFRCZv2RzIPwslmsBqdbBNVfy4msiY4qzI0Wp15TIsygEPwfE12sm6/B7xbf0hPpqextylNCYKplJPeftLC40K5APQ3POzytXCpSDjmyDZklmMdG1BQXa2sdeph6NiJaumQUU5XZi83JTNGxAaMkEeYFDd+abG0nRBoUBG3PR0On1dbJCMTB6obN8TzvHxLS0REXV1i5kdHV/fevDT2pf/3AsM+9O/uBQVHSramrh95tShU0dunjXcdnWKw4KjE6H9EzT2ITFPMqyXWUSmFBW5fLzWaebxkhLQ153F4nnzdu92cTly5NChD9zHHfZcUzIJfo/t32DxXs/tsxK3LgL5/qcHD376+8NH368qv5hQVSVZVaY5xwDnzAlBIQ2c7+yZcZ+NcVp79asUDA4OCxe6u+9x+miF5ZrZHkNB4Efqu7PzAI/arwJn58GDY2JKSsDXftJn4tyxR4oiIz9YNitjb8mAiLujY0yMh8eYMQsX3rx58/pXV1uOHTuhjMoDjb1mtGq+VuuvkcprWflUUUiQotdlxX5wzOwVny1aVBQ5bfjI1+eZ9gOxeI3ntkVHij4Y7kmO4ZOD22XZ9TNKd9WUSSTaCvkGVnNIj8vBCLHnR4cOpaRkZPTeyJQpSGvPyW6szpWqGgJU57LOz3gxcef0D/ro7fbgmw+X5cSef1yj1aoOZEVzQ5ycpk93d+/aDJksk+UrR28JSK/wj6YGKfSfZHt7MflPMpFyfYAWpPKmFuREg98pkNreJJGk18lzQ+C6Bmp7e5fanpUVb1DbNf5IbVe2JMG/ZijLmFVVFZr8+pzwkNi2AkmmpOBxo0hG2yXPhM+d9OyxGbHKKwHqfwT4l56PLdVBYoxEUl2NdPeEzNsH2naVX7EZVtWwpYZSnhA4fnxdAedKZnFgWpVOp1MXFxerdSgs0iiKi6uqcrOSFL+FD6wZZvymYCbubxWIiXsS4wzIIQRhJovh4fh1nSGQ2jKZQmCnRg5yonYifXcqfixMHFgiCePNI1AgJEFwSAivjFTOIqjCJJNRxR6RiOsrkBtpT8UC64253M9BGjlxJaeCtYtkY6w/FbOmG5XJUZDmZPxG3C5EQSqPKQI58t+bpLnDHQrvCry+VJMCYMS0FhTPTJzI0xPh3Cgw4tZBQrQxg08vcA2qu4A9oId1gUZDORo6ZhYjm6Bk12TQaEsjnncGQvR6R8ffn7p5xGBZ7sjtjtzaaArjO67jQFRF3vaFhhbQER4jrfdgcTDTXWzDNnsYClD5fDc3O0NAzSLbWWF7PXqGmEMkfNgen4WYgI+aU/f88oughVrKyIL8SA6c18OYEsoqoXRXNKuURivc/JGrk5OFhUN3sek0i+F246zdIBRmQJM+fyV4ebm62tkdddG/uok+1n121jQ4cltfvLh3CWYAPL94cfF8MPJB8BBUnzKUrEKaL8GgjDPf084dnniudYZp7nYrq3lhKO/mj9bvWMm4Imo0nYKp2nJGfj8xXCMsV4DenuLq2ndBPPsEaO0JoGyv583ATOkZdqshsH5zn/UU7BBGLkjkCcIIzJA+2G0zyjDqSlyNZysZdZDcIqXH0nre9KMYGH8sBuZVc6ojOZmVZehN1YsRzoYoGExtR7/Qq+06ZjWmtnNpUpDHE5hLYUQxGOtMHWbjxxBB8n0e+NzVoLwL2KnQagDuc14tlwZV03DJ5fEEAjSYZWPTxmjDMtzLKXJwtwfCrm7B3O3jbSSY6j4Al7uNjUDwRqe4GWb8v8NM3N8qnAVNO0uER0yNEncJeAvPJ+MS99JzpCr/PJylgB07SCQlroXeyqpJYkPa1YpPm1srq0g6rL0PB7wCNak6Dv9iHVqrIc3JIzDzKBQQWaDOIbjcB6XSA1XSWAK1lt/SYtzlnstk6hp7q3h9oKAq06qWRjsSct64llPj/aUiI5PxfP1OFTe0HDMmTDdnSbyFS1caDV9Pyso1TXO3shJEU6pWSWN9lxt7boA45JhKVVUVG7vclBBJQHBOPtSiqyKUOfEDmY3oa1DdqfVBA1fd4VMObvcrzIsXTmeJ6tvDTUufJ0BISF7tqgKm7tq1ji8f/W1Gck7QZpiDunps0aFF0zae3A8q+94VY3ZfBY3doch27aw170yKGSx+78mow1sXRkY6FLnYHh6zZs0kTF8Xiz09N22aZjsWdPedH3962G3N7BLwwRsOTUyJZ8aHu5fZrh6bUgQhMonbnF6+fJlfzah9fK5GowXcPjB6dM16RnSU8sSJl40vf3n2bNq0Qwt+GrRv3/Tp+/Yt/GpZ4h6nzStmznzHowTM7zH8IeLB/2X9HensfD7ytM+cefJkYuKi1UUOY8fOnbtt92cZXiXGiPsUMSr5VEAPUDCY+9tlEBdTKLh//969r29B66l/xW0JHITRcrk8mnWemhoSFI9HyZ3Fk54sSZy4oCjyL6OWmDJAZG8/dOjmw7aHFuxb5jRTFld4sLQ2QnO7DkzzG1iNIa9dzwa/v2KUw6GUo/PmvfrdlCkKRXt7SD0VtPYLDRX+G6JFYEofHHMycfX0o+5/7vFUjvzl7b71hVm5F1TzL0RkIUO685CMMXAjeBS9ViTZh9QzssrrtGBOPxHSRdxBpA8Oyi5tK9Dp5vtlUUPQVRgp8PHZhbt4AXXz6+Q8NCaAqe2FUr8utd3REantfgXpmeX+zZjaLoodrWrIrPPPa/Fdnl2fV1bnrVOdUxYGhcQ2zW/I1Baca25sjS0rGJbZUNdWK4ot8x82LD1gw4bz53W68eO12oi2iLOZxZmZFRQNuNu9hzVoC5C7PU2dqb3yD3C3j1erweVuAoYNU6mIarDNMON3DDNxf6uANO31LDyviFHirgILIquXSNMTSbQJxKktDAZE6vLwl6Pu1PUEUSHZIM8kdGUa9AcqYzGJzsC3ly/nRoOzlyCYBsYkQE5VUomu9yzQypZ2h3L0C+MudxRaT7SrCPEQ4kBYFYtQC8dsAxbjgA9nsgh0KpXxdtIoo957PYJN19zjqP5gdiXum+qCPZmMBmWIPiJ9gVyzVcwa/LbI/oFU98kwFvCGqruCvA6z4ZYJ8wUm3L4QA80j3Ztz/2nHjR9B8+3sePi0kPtPy1l2OzG3u4XTCsiUGQINqtuwftIi2+GuMzGZd7DXfqfdLpFId7e1DQvz6K769HTbY9Ddx7psc/KEaPieeK9Hc+oCUN4/dXXzQCEnZPAdQ7oHowk0Z4g4QdwH/U0qzz39889PoTbq5vUu73uk7VaLPdYnw1ZYjhx4Wvqbwxmm0c6ztkbjAPrXsch2j9NMS2OEvQt/QjtIzYddXAr7VaBG8ePFlwEPH06opa2kmTxvYWqYHWTJFFns9nqV6UgIMX+cT8qgmzf/1vQYU4+1EO1DxZ0nI3Y9CaMrc1170HYkkp/HPnFIaxd1jylmwIck0jasRz2sIzmbWgvjUMOY/qxGQ/y6wTDvhQVWCgRC4fh+BoyC2dVw8qOO0thu652+N3U8FgFj2NSr4HX99Y3LpYDargahHD1IP5iltqHDV4yYTIXhNhLI97HkcFDeT2GR8C2wyQioYrWhRHBTGW0whDoMjPOFesO8UEilauErBm2uAAZPUXdqBfaTyQmAb64BudtNny9jhhm/O5iJ+1sFM3E3E3cCmIm7afiPEneEvTmMp3dv/AiFSZ0d65+KfkvEveY0EPe//n8T99paWParE/cHZuJuJu5mmPFbgJm4v1WIArqCb2PGCjuJclvkcJHewMJjiWTISQfnI85SADJ/Uyj4yxGb9Sfwj8vA9k3IF7m0ORD9S0TiWsBnWdBdBNgPBFAPWyYkWAHCc1aRVhHF1et3lNjlLiZHAJeOJm5Pgkh4o/2pfGxDzUaIMZ9bCIHJfoTrYNgFRtL/MHX3pUnB0N9EMHehF1gs+L7mcE3OXnYkp0LB42RKLtG72h98aW0G8v6GX/A5XB4Wgi3vQaXeGEh3f+f4s7/e+/ra5TRSmre/nHH+5csPXBBHnWvxqetI/mDoJc2wu4o1qI7tTnIf7LbELlHPZC0sunLcEaZ6jXFa6IIc7SikZpTbu33sRJMs/+yUaIt4P4qosQUCv6TLLK8Hm02jCQR5QHRroHLoNkag4Mbi4vPnzyE5HIXD37qEcHPBTouJPmutra2hvclyJHYX8B/CYK+9ljPDPrPe5LPMdlHXbYOLi4+PtTV+zrwY4teBogsQRW/iyYGk34aTHpp4bHTwdw0vi5FXrXx69MFNNEMAHTF06PE21hfvWc6C+6cFLomGw28CRC8f3bpx7ccfiiEdJZcRa6R3YbbTWqDtRw15QQAul8fjAGVHYSutvT5netq+opu2+wqqsapTFf2LHslZ9vypcHcHhvmuUCQKpbGP9Vt/G5vAzGUld19HyOxUjLRL6CzDieXIXgknfbHNfCg8xb4C9MkyyJYug+SWeHYbzJFR20QwsmEjJ8AsnwY7HMVNwvKfgHsL89jJggnwVgxjlsFs6HwwzqNUmWYszR0qEqhUdNdOgqvvY6yMVcLZAXZ+NOdI724fb7q7nXgqlRlm/O5hJu5vFczE3UzcCWEm7qbjP0rcEd6xTHx66RVxz//tEPct3cR9cQcw986OO19/+TUi7t9cuvQAmkDfNuL+4unfbvYg7nibeh1vQNw3m4m7mbibYcZvCmbi/lbBOHGHgkCcpYAIGGUlsqIAX4WcdFzfBpeLrvN4S/XdqUyCXlJEPwmT3KFBCYIICnvFEvcGypWREOXKWFn5Q95CNkH4ryN5AmQbnMZdjsG4WSaVVQ78Hz8VH2E57yx4g/Cj7TEYa5zVA4XUmMC0xeQJHJ1NVK8axf7Bp0IPLfHdSRdk3A0crQ1dQBSi2QNcLocDNzUso86ebvyJFgXBOVrGuoHly3SR954pGgMEytSGGbLAMjb0YD3/BiZ5fOZ01OHmpVtQdvoDkKly4cO/P7h+c9A+B1u7k14lEGjyxHUMVnM63SGyO8ndCuXJ6On7RJ/trpO66ftsL9cwd6yCddCghT7jDCWsr+DMfw96U+2waHgUUrPTZ3jYZr2poj+0s1uBFDeyooAUry/zL797sbMK/D2A4rTvkO3k8uVrN0CL//rWnXv3Hv30t7/dv3//Gfx/fz9wemNwcx0F7N/aeqPPMgsLg5lHj+kOKRYT7XZbj7Fcw+cjV4seKHIdIQLyvhF0wBUREpi34V+o5pTBqKbOgDVDuz8YQw1Hb5/Fst5mFON4z9LaYi68lq3W8+AuyggUZBHc9MDUS1Jg2uXOhz+34DoMX2EKf6TPVjA+XcXeVb5AwOOh64hQyGK9nmDURdvR7Vg4l8qjAKtlCrP6mMam8N+FW55995+exTg2j9f3oiSiUqDulEOp7XG3TmZT6XMwZ8tBgyUQkXY/UiCQdhZmuDPkuNvYMBhkuFQqyG0Y1/ajJ8O1V4SluCcw8+AeJZQqh9c1mdMEXb2NYOEB6wyjlHuiK1WGNgPsgLAd9C4iexYTLDwo70Zts0N4ALtVlHAqsXc1AbPKmII0dNvfeyfNMMOMXjAT97cKZuJuJu6EMBP3geFXIu7Xgbh3dgL7WVw++uHDn36rxP3OBSDuekLVh7jfufX9vUcP/vb0/jP3++7A3Y2RdoT/X+J+7X9P3PU820zczTDDDDNxf8tATNz53Ga48BEQdxYDBWDj8y/UTLqjn2DibqALKxGfRXOUcJtbAUnGktxrYXR1ApYn3D/Q9FQ18fTUaMgR3kXIGk/A15p/j17BfoDMMgwG0RpopnClzQRCn4Y99KcCjM2yQmnpxma66t0thFN79RCTNzCrgLobN54g6m7EEdQFMTkf6hP9jL5GA8hkHrwJZcKgAbQeylg8mwQmhWrsDuY1+GLVjlpK9JuSd8Rn8xlbgFmcEipNvTshxn7X4Yht37z+4PtHqy5MJnlXdXZ8+fU3l/bB1NTjMDVVn+Sun5i6FZLcsYmp+v5U5KTR0/fZ3fR9MP+4q5PPUf2EVVsfp82W7772lEMsPa3HvWpNtbBAdpRXzpv+gMzhXTaTP4E5pQUCJl9ANevDR4/u3bt7t7NTT+UvXwZe34tbfffdt12L+sW1TsBzCFe/eKHi8wDU8toLGEvHcJpXi1H3g4JUjMoT2VDE3en3Y+2cXllRTMMQD1c7xPdt7cKwKH1ccLlUKp3OBPKpY/oJ7126fsnFdomX2AQ3zgiPmXD/VGSRGB9EzafXoBMfzdbs/+QfY6Dt7ewZLDnM2JzMOU0N6ee2dWri1a+//uQTVErcVwBAae4q0Dn8eqW5+9JYcHVD0esths0pDKRdBffFetJuyHFHpB2dq0rGfJhRKqWHQvK9fnrqeJvTcB/gS8vlTIZNyeGViaBVW2+XScUmp6o5UloLyBIQ20jRUKs5qEkAZqWjibMkcAVpsJ+VTBVG3pFJxqQISIAav/nbDDPMMMBM3N8qmIm7mbgbgZm4Dxy/GnF/cP0REPdKRNy/7PjNEfeeAOL+GSLuXzys6Sbu17qIeF929d2PJhH3josdqjtvL3Ff7Cd8cO/SpbmIuBM9xIBfh7g/MxN3M8wwow/MxP2tQuPpAFJFDa4/wzEVLn0NObhzExFxP7UFv81fBIOhFVGFuMutrkBAWH09/vLaKzakCIIKpvAd/qSEWIInOFYqIWly8SdXTnE8qEtIo8gIQvyyQ3WkiyqigMWklWdI6RSCpilEotTq+fMVhHXbqdV+xQVthETTnr8uqri4rY1oHbgbSdpwRautzSFOJrRnt16RJFzIMZIvaW+fk6qx0QVEyYxaVfjhSqW3t1yuMLqmvb2inSq9nbkli6owgcTY2y9ffvC8qlKlOmh6hYpiefYJ+aoEifw0/ge4PziLye2tsVmUK1Dzzmgd0EO7YO+MKuZbC2sfl0sCVKOzmgk+wibBWRwzaeTMcYk7D+27uW/f3PvP8vOaHt95DoS38+6d7x8+27N/Kp9fMntJRuKylKIi6PvfvXvePD5fLB469MmT7Sd9JqYsSEkZ65K4O2NeidgejidscOikkpmbrddeXT32UMqR1bZXdx+eZ1nSg4SOGMHnT5rk8e6SPx8+PHHi6tVFRUeOuLhM27px0+aM/SONhS46o3YjPj8mJjy8PTzco709HiB78kSG8JGo53/3n/bEsxdfvHj2Qv/Hi/ONLXrMmIH9ARDMmBErSuoF1J+kx/Ll0KcEUMCuI/TfwzVF/O68sOFXIyOLxrpsPbz9ydT33++qpTIFMSUZm9wjUw6tnnZ4/7vvQ9PVa2vYK8JTj7Gi5HKVqqFBo6mtbW6uD1m77adBNwfZOY2cFGNCTdWQkRmL5t588PBR2ar52jnl9NPrDspk4VDw1V912ahNiw5Fzn1WerrmlA593tbVZ8cH8x37rEpuPfhoyyeffFc1OqK+tb29Z1dYUE5eVh1ULckjBPXsYIXhuAW1MuSn0rUB65UnsmVktKNiWWqWVKdtKOcps33BFOOskEVn6XTek6XS+nr4t31zs0qV+cmpgvxYWXA8e1eEKr2h6jHvRHa2rzKiIt0mzZ/XmJ1KzVXN/yRBp4mdcSyqPOCTBJs5u6KoEyQS9T/UWmXU6fUJCWlp5eU8HqpgUqs10otaNfB2VbmEOT4tkKS90mAzrLj3kE3/KFZLYgWm1reZYcbvGGbi/lYBabOnhPil8ivh8kcQHY6IO4eCbyBExH0OUeAKUlaIOu1RqAmdQPkMN5bkLqIGEI4JoFyZSuJcmXi2Doa5iZhXOPc0xMHvIlgDoJfKib6x46ijwV6NH6KDwBecN65q643pS42I5PZkXywY3qj/U8aVw2snHgvQg6/PCTI2IqAHGqeYQy811YaeKkCJLesGUFruTE4GadCGMtpY9v3rSDKo7jyi4SJjkHGVdBW85gNvbpnviRKvk3Z/ddgH7vaFPnsOvmBEVCwGJ/mP1258fe/pM8t3YI0RljMhUQYiugcN8vFB+SjoYWL+CtdtBt39K5+TPXR3KysvtzAndyyoBoJLfDa6evajHo+w9AwL8/FxcdEr75Euw+1OhnmampaOuWcMePXbXlb2/Wi2KvK9P7u/DP5/ATK9Ac2/CESvHOw9gC8VmAQ0L+BDzDS/z2Vr2AosBX8AeN9jFKa2z7UY1WeGQBfsyeGCWJSAj3zaFAqDIRCw439xQu+Mk3V3vj4hhlhud9h3/eajR5RymMcTQD8tSMVfeYzd2EFHjj7LP4OFwQgZ/QcjkWnNdzqKST98e25D30FKFIgEsjcEItWDTN4F/YwPGyYdJHL9dA0F+wQE1ejVdvTpsicnYTJ5d447i2UDans55QSk4Mezs2C8E+XKxJHj2XlQMEGCWTwicgjmc1cz18M7mQepMoE2c1j5gijQ3VGqzHlsg9hRQ0dPbVNDD4DxCpThHgDue+Ry75q7YAzFNhJaa+8dNcMMM/qBmbi/VRDUckh1W/BFXkTcJ6/ENTTQRJNJ6RJ8v0Nyk4akajuIu9xq/XoSKSoKf/n59VpSWRS+CUUR1URS59biLrda3n6AlNlA5MiIi/AjSc4TiPbOzmVXxgem5uDPNJzimF8ekCYkVmeXLi0uViqJKK0jv7Rc691GLJTz2eXl3t6thN9HSCQvK5aUNRKtBKuNCBGo1QEBxgTyKY7ZIo3NlbJ1CqOTLfl8pXLYMD8/Y5vE1g1OVWq8JX55pmjuaNM52ed2LK7Kig4iHLfoAXv7YHZhNaW8ISArT2E64Qcg1T2nnnWuLF3if7bFRENPX0xxVAS3y2jrmkZXpNf5P46m5sQbewgRQCV/3+PJisPLQOw95DB3oc+Yj5JCGr94+H3HjW8/Sdfe+T7i6UHBGt+SqSdnTZy4ABT2jz/etMnTU2zfpbsngu7ugOnu2+e9C7o77OZgEN5Lnuz/6PDurYtg2ZHIj923zdru2Wsy6ogRaAMlJfv3b968du3VD1IOIe197lwL942btmdYjozBeb0EGNEL78fEKBTkoZhUPpQcowChHv0Pcj2fP0SvnPeFsSfAg7PYa9723ctcxqakpCxK3LjEs6RE3J9kjguktn+Aqe1OS0ZO6vtQcmtqszLisX85U3uqIOJ0VJQIxgba28lkT0/3aUWHdi7688yhPdqR8LH3xf17dy5/+11VhV9TdGGqTBYc3FMg74nB4lGb/n79VsflH9O1fufyC7Nl4WR+H0nfUcFuYflR0udfvvHNo5Dk8OCeAwwtLWflkgZJwC5lSHb88q6HhrQ0IbVdkqsUyfTivV5tT+9W2x0VOaxoVZ26QQoCfjBssqXF3z8zU6UqjU1qDw6ujr6iSxi/QzojzlfWoiyDv58qy6+niaJqKhIybVbxWK0H4fRSB2qlS0WlfgVVVcXMM7msWu1i0N11PB6F8sknxcXl5dKayd6BgZW62+WZw9LgJ6jwaYEm6e3jy+TZOW/+UTHDjN8RzMT9rQJKSidKIMGIO75q0UqbDMZDfBLJBSdjHY+AuKMoAiLrdzO09xFFrRjNRuGT/UG0IbKfh/CkxnJl/CA2uZAwSJwKQwuEZn59TSy4QIlWgc1oSaeNCOXtKN2YaJQCQcYVgs0VP49HD2d2nCmWeb3mruVUm5KSgjR3Dsf4JhFCYYghkzPBVM1dQT4LVtczvFCClKC+4HNngGSpprcZr4ntC5SlAR8eppB49oIx+AoYwgCQLXfwSvHzlUzFYL5l2HBMIj8C7vY1VvGF+T8/utEJBoIfOjserX8ZC1Kq2HW7jw8Sxx0c7Ozc3PR5J0h3Xwt1nXrdfZbrkx4p7kM8PMM2GVJbimwtnH7pP5Pcw8PNzclpogWKgkfYaZtoNytspuV/MKcdQ38S/X8KI/gjXWf5LMSGGGztxmHjFAMCUttRhe1cC2vL915bSqYVsqKFfswGTCTPZbG6hrMsLRe6TIdm1+Neplly/vns6Zc3vvsBrN9ljC+IB4zE/Fl2D775suNHsH5voR/sN//JkRxEzYOcpbRvr937Kb7P9YVK1UAdh45ZTW3vcWLFUSMw+X4ptWt4Q6+2o2wZvdruTM7Gqk7VdJ5ewKdSUeYNhyMAtV1BRlODUK4MjR1MboGvGRIM7cayQ7GhLGSZP8iOhfZUENDptXCOIk+7jtdEZcEGUTQ8Q5/hTqGcw+JpdEx/sMojlzsTU91NwXjh2YGf9GaY8S/2zj2sqfuM48/gMX+Q22NCgdwgQLgEkiGQhCBXIURCRCQihoIgCigoWECFYUEQEZAgYplaL5WAilKRtUAdyIoXsFLxwtza2em6dk6ta63rtNrabnt/J4CA5Jygu/ks3z964RwOOUnOyZvP+/193/9LmQv3l0pEhftQeypR4f5mgPG6WlJ5gdSuv2p0+4yODhKprc349vq8m6S+tkGj23lDKaQAf73R7QBdP/hd7Ju0KuOFZEQym1QsLzC6HXS+NZV0QYAHwkMb75N+V4NLuOPikMu9CpcWS3rjSX0KLc4e8HmZmVlcfPMmPtN+lZdycFehPgY/XRI8A+Lzb75JDMgRc2cU+svOm8bcCwvRIYk5Js91U31Hakv+gGko2tY2IiLvYH47d7t2yMRaH/4Gbzgwr8Nfmr99ujNYwKgeHHjqfPyuVKn84mDp9JD9UyG7O2dTT+uAHsi//P75+rgXMN3a2vK8l+2vWH9i+btL3lvlyHSJDq+QLD2+8cdvv/r0s3s3vvvbmjV9N+8rbWwGB7fZv/vue++tWpW0O3pFUCIPuPsijzkPNoxx990uVhuO70dA0tYWwPvi/W4VO6O2FG2ORL+0Ovdw9Ib1iRNG+MNuMxctAte728n0kPePblkI7N3u50DpV+fuXn54RUh6UCJ2uP9NLUtMD9nmkgus3e41x4XW72fvX7xs2WxT6PeYPEZo+9okK6DtrrNH3+DBQ+Lz7LIBGXWdVHpTVt0RM9izaROC5BkZPLhevL0PH/7lL5cssbZPXExkpedlSAbrrrT5r/nVz27c7nhyKnPpUjIZHcSYTvV8f+u7nxX/Rd9We2kobjg4gzf5Sy25qqesOj+/JUt/6/OPfpKbfvLVsT0yMs6fl8tTU5uoeZckccg+bzgl+qBaLk29Se24FIpoO9ozbnCEtjduShuh7Vfy/X/V3qbDaHvG0BA6EIuVl7d0qbc3jS3Pf72Y23SpPjC4R6vPb/+V9Hcd2tDAxiv6n73ue1nduGnQ5kJfe+yR3ykutXZcPH3aN6FJfemgnpqa+maxuk0Zv2aNr297+wcfHDlSPKu4+Ay422f5Inf7kdd9A0yh7QHFZ/LqIiKm00sxy6z/Y5kL95dKhIU7GMAJCncSyXh1GEhTwgxLHCsMwtAikfHtKNzcX2S8kuURJ7krIYigEieHvASicwhyZQZpqRCSgFe4h8GJShnncfaAtAVEt/EC4ZG1mgHGavycdohMplBYLCKmncOWkToFRJEq6PkzCZDHgY0/YXrM3ZQPzQi+Co0aNR1Fn2e3UNpZdSaEYD+VK62VtQZRPKIdn5WBMhZDOE29qX2BqcQDX28BNGWKWTJ2ykgU9gtogaXBZL3ELtd+p9uin3o/yL777eef3rjxp7+S3pyVKmqzsRGLf/yRifYBU/ph+4oR0Ovtmj7G3SOZ28LfmeDR3u+8034uFrPyk5+s8rGG/HYjUSuJXuuddtgXWWA58Whnxzd87K02WnoasXz/L8jDa6OVH3Me9ngdwc5v8qDTp1o8Qtu7LUIm0Pb5dCH7IEMNRDsAhrGKbFT05PGo19XV0ACxtyJ+B/HIm2iqi/K//IX0lxtfXKURD/+ld31970+Fb5L0F1uFU19EJfwuxi64yP6mv3X9up3F+Nd0dHZq06TZqSjLfRZ8LtSOHdLQfUK03ZAtg2g7FgYzQtu96XR0IDTuFO3OxnJlmqgpMNlVTGsGSzqLq6JzyI2wrAWS2xlaSJVBY1hf5zKE520+gJ9RqNXCRuiNIbv8BcEFQ4a7QIAM88WU7VQp5nJHGe7o38QKoDQT52WZZZZZIzIX7i+VUOHe0mzc4J3Z1EdKZVca20wmr4O7ZMqwsXIuTlxGKm7Hodm9vSRSZ6fx7VWlDaQj+Y1Gt7/qKplV7Csdxol9a605TdKpjK/A5LnmHEot3jWMw0E5gSxSixSvuHSNqDzUnqAcxqknHRyUyoCAvEq8ktOb3Cj3pwj4wzj7ADpVKn19K42+KAYFx6m4/u39uIdCz1+aRlNcXIubiIPk7Vqv2VXcxBjEAByuIiLY7EOHGIxAE6IDgbkP2vg3N18QEy6RNSguTjjY1nQmq5aGPyl+vHgRnJx6pTI/Pz4eL8FoKjl4D0tC6yt11c3bZfdp9dNdxjgqSN+ICOSXauuAy+o7Zcr+lBy89xuRZr+yf47l+nDrokjHyLVJReesstO9jruXbnny6NHnn3/66e3bt/S79L/5za/vfH0LpjX94tG83NzlfnudEhfPfnXR4jmJJ9N3rrB2Yc7bfCA3qWhLVHbFSoNNfeay/SsfBFmu37nNevfbjqsPdOe+XTT3LSv3k4sXT/z73t6LF69c+cDzHcv1G6yityxfmHRgleNqJjM3abeF37m3ovY6OXvOWfwc3vd/g/Z7pjt9+JZ1kUXu2tWbD7ztcnjFTsugRLfF03wlFy12iipKWj1vM/NoiLvn4ldmzxjm01MuqfqV8eVy+S71fc1BdqNWmDzE38SJI2c89ZhnZ7u4rFrFZO5dv/JZa804lQTSaTHKNvl2edPtO5998ehu6dCcCG+ciy0ukNbIaGvq++7G7VuX6jOrhoMn03yeayBkQ8qab8obOmwe3/3yJ79gOqWPHNJ2eFilksmkUoVCq83kB498mYTLnPZBwxl/+S4BW8yPww7pOixWMTovS5sZB8WhnBIHniuHdhW1F24qtEJJmrcrf0igy8pKTdVohoYiIsRiXbx0XYv/QfYQfyj5SvxN/yOUBs1gZi9bJ5MmSLkM9nntQfX2dUco3JqD52v1TetOz5LW1BRcaLpMKT7EqqmRb28/EhAgkzU1tbcHBLCk/nAAX9/YWamHKMWFAbGzZs0iKt59pfrBnIgXuMDMMuv/TObC/aUSKtxZ3B6j28PAfEixwfEYoMJdOy6IYKLm0zWAaXCGitLpiM4a34682hQWnseBMMmdZrOOpBbgrS9EbQXcXJkMMgu4Dz4VHoR4BDU+TEXtBQGBy10Lfmi8GB1MBrs8/j4GwzzhoQxBMEQxNUjIkG4ic6fTKRQuV2ISc8/gnIewf4IU/PFaytGB3RVvXu+zsiXHgR0X+hRCnIQjY+KRh4AuUsaSNJ5bGZxT7Bo42de5MvZZYpiKLzCmW+1xRPB8noWfkzv8xMNpr0XSkj989Plnd+7cWbMGIUuZ7KuvvvzyD39A3H2HVZCbwRni7RrkfMKaOZLibh3u7DXepj7b7Xi4lY8FFk6zxG6ej5/TekMs/FRa6ZXttMJ+uYWBZCOttphrfc5qp+Vx/Hjz/5jmWELkJUTWI2e+naOFdZSz0TGweFrsZgXJLQbabni20uhatoYhg9ezkNJCjbfJE+ZM9ZqGh6MBthYWx93wr4YIvtYmHg4We/q7O59+/o3F0UUEXy2q+B0C/zW+pI9///Wj0ClXffDImWwd3JZe51bTusK3watp4TVqfsJGnSKujeJgnv6yK7kSy3KXixrHMvANc1N9x2g7dAUw2k6h6kZoey9C5RSKgbbTaFzA432Y051P3weW9GIsxb3XRg7kHY1HoNMFkDRfSKGyz46lyuRhhwxg5bNrsdmp8LgMLvc+LhdWGKF0mXbM3V5sQoZ7Mffii15eZpn1fyVz4f5SKbNXT/ItNu7NNqlwbxwyZpF2jWODB/6Cka0giQRus8XGt3u7XiQF+GqGjRdMS6nbSQlCHEtIZg4XksRwUmNmVFXrSX1ncdLWHByqZX8POCvGYzjJOj1JXodzEAiE3zRrVn6+BBdEB+bcJ0n3EcTBcDhS6bp1gQQR43HJullSeR0BIudFRMhkCQkphI1l1wghMHd5Dd4zOSIymUY7dEihTg4krvIdvANLG2V6/wYVzhrm8fL2lvA7GNx1aqU20GTDjIMrp2pwUKHIzxcIiJ63ybJ1KOFUiQc7apo65SIVG6+7gy8H75I4SSZde0lTA9x9F8bdn/9gs5ctSAxyXrFtN9NuVXdukfXerZ7HPYPWQ/TjN+9dv/7R9S+/LHgoqBGJfn3v44//duPOnVtfPvq26PHO7DnA3V9ZtnJOUMUGjLs7Hng318Vv296NngYibDvbe/+CRK8K9w07rffk5q6a181MSvLzi4pyd59M3qHK9/ZY7Iaxd+f1O0OirX12J+V2z4tc3Y3R96Ith8+95bQ1O90z8T/M31d6pmfv3Gu/xccil3lgdaQj08Jv24oN6UGecxYsM6zWnYZWeoa85QK0fS3Tb8cPZ39oVHUo4xvKqXKZWqepBc7ekxzKl3DigksmAXIHT88tWw4csLOLjvb0NGan57mGiWmqgQZq8y6RUlPw7aOPrl9/tDzKc86rRm8Tw8ONjRfim5qbt9+BGv/bpJyKcYR/dB9+iuqC/GZWk2KgMiUzdG/0Zsf3Rnm7AyDygc5OLleprK+XSEaDV4KHB2n3ZX3ryhtataGb5pMRbY/jd2G0fRcjb4S2S2gxGG1vYNP48KvDgUDb+9pZDIZYHBHB5yuV/v7tLJ2GnhkoqRVQs06nNjDOiuni2vgz61KBvNeJWwdEWe3gc6+hsRkK+K92WbyqHw6ZEPAzdVt1tXRNcbHUH/UCKJRZs7jcNYeKYZFr7CwKJRao+6xZhQEBBC73nzE6MqvwehVmmWXWJJkL95dKEroMbnXGTdUmFe5so45jHrkOtuPgXA4H3WqNbzfMTi3AiRAnTHIP5DeDOdJ4UwH2IM6VKYNsgzycAayGAB3cyHrTXO5kTgFBiwETyr8nCmDnkWPgz8UQI3IU7WPKyk3E3Ikc+CPi8ymUNawc3CSeUfHIOeCflTJwlkJMFuqiSLmNOCsXnhXGGFFOBdHzNpUcIJYjBhozPxtN0Hh+Ie6uAT90McbdX/Bg+50/HMlI6bb/0G3/DAe3Bz/uwCao/qS7+8mTjg6RCNmDf3Xk97//5JPPP3oUuSP8+Ah3RynuJ6yTRlD0G/bhk6anzvSqeDo51dHR2trJyTh5R3Erxy2PWR31sRjxkSP9nPm2xVyrFeGQGen2r86ewZen5YbwaHsLNG0W9Jpdko/9pMbCNORpuQ1bF8C89sPOemGrzQeiM0CMfSn+VIZNnbDUaJtttqUlWmZgZ+fkZGQPkDcZLDKMTgg2b6Hq2K2P0RPOtHI2/gvopikQ/AZeVelvPv30+h9crJ+deov6AWjgaSEln3EVFpCsdIoex9tHEDmLZRh1Oqqnk1PpYy1UCb12ZG6qeIS2D4E5HdF2Bham78DJhENhMTDoUHQ6ujGhgBpXOJwaOmMoxX0TOYxeDaZ5ND+1lFMHPUXwR0LGEm0kVaZM2ArXA0qVEWAZ7oXcJkM3gEKhUo+Ay93A2QNG/kmkFhuTblFmmWXWmMyF+0slosJdomzAz0nfB0s/D2qNVbS2DuDDICn4Rm0N3t6zIO2LzzfeFu6AKdn3c4z7IkpirpAoeGOtvV33QTBBIw60LxGrSK/L+o1uB/VqE0iKeLxYtuBNebPa88vw+DZyuacSuNwdvLvUl32rUwiiw7VaEik+Hn8fW4dTKn1AJzEil0i4XKn01CkiHwhi7npKgwp/RJRhV3Dg5KdSqadMYO62DhESYY064XdKlakechjsXtnA3d5cRjN9PhKsDZBI2GwqtblZpZIMm54oicnBOyJtqEdTs6+hkyrQ8DcR7W9ciLsHZp7SVmLcXa4cSOkNnI7tZ4JmAnZ/Z/1ea5/IyMjNSRbndjg7L5gTZBkS4uLy2i9++ctvVj12qftBWF/ZWKC7dfu7v/3tZ5d/fevW998/ftITGjEDcffjFc4bopfvdlwdeYC5u8g6akOFl7ehsLf1XrRgpedxy5Mh7y9f/u678+Z1dyPybhXl7O62+Nnvng6zvV9ZvGBOotfxCsv09cdCrKz9XFx250ZGgrPcwN+v+fmd2/HWCSeQJ+hfnLC9cqWnp3P2Vqfoc3v8FgJn7z7gGPkuc7fLnm1RG9IrHiSu3L/MyBxVXFW4b9vz22+/vH7r1he37/3tN5fLFepqXZmqrqs+B+PsS8fGjE6U7WK3t84xma+9tnz5VJ0KpKWBYlqHskEup4oYZarz9eKcH1ySVq36pUWI8wIji3yHh1NSlMrOTipVV1Z79RGYoK5Zu8+Z2EIAhJ8SE6/Pku9jaNjiIclS12UrnXK7f7L6rZ0wzHapWBivyMqnliNDOoczmnITPFyn0nf25TfEN2ozJTAkFX4Wx68TyLKkGG3PBNpuOyNCXKeWr2vBaHsVuWQ4TGXTeZmSytCJSzmcpUsFgqwstLglJScw8GyjvpNCkctaB0tDr/Y3ZKX6bmc0is+qdPr81BaurrJVVUbNTz0i1dfa1FzMlxYf4e7S6G6eaT8y63WZTL49ISEggMu9eRMK9YDUQ4cO+QJnj51VTIEId9yi3ffQ9soUDv66HrPMMmuyzIX7SyWiwh3BaNyc9HigKhocFI0Kd9yAc0RW6GCHNCYVOLXjhcYPQJjkPmNGA2CaPI7xstSVOFcGxec04YyIRSzqPPAgJb4L2gYmzRK53MWCTpKMjeu5QUQbf22AQRJhvGmIHNlJhSbMJEXMPQs/PGdUfL4/PB9ik5g7uJXY1fASMEz3kAfy42GorshmmvScTkenymCEjfP1mq4Imgr4oi9V9OLzGHmcTIy7F3Ll7LrpT3YdL2+3IKujWBjMLyyKnLLhJ4B6ra0N0HuP9XrnYHIyXWWjl6/7UwCMWv3Tx/duf/WwUjyawOnhdQympyKijKLNTzhbTvr2BONY7e0NATWIvPtZ73SaQ+DXfsUt0XKj1Q7r5RZMwxxXTEscD1hc81luBUIDU40NFHpOeXlZWu4NX2HlYrEZEtMNOsAssj4R7u71Ajad7GNJ3dc/+vSzL27dbka55CyuXlRjo6VLCBpZDm7HfRaix2Bvb+xEA/nnbUTwJk5lURkqYRgZQmsgTP81xz2TWh/jxOGw2Yhpc7m1rT07V8MqBetnBrF6k0vZ8dARaKEW0OjYBbXIKwpehm5YCIEaR62QMu9LbTAY0ke1lHPlmcmphrmpsRhtN5xsIK0ALOkJI7SdxyllqOEpgY4sCtHhcNClRaHY2MTBIK2nKe4cmJ+KZqaKYH7qoI0May2o+L1sxkiqTB18xKBUmXhoaZ0GeH+aUY2ly0BvzOByb4fsdsTZTeHtxawG/jSdcGaZZZa5cH+5RFS4czqqSbENOCZ1VLjr8ow3/IX+CaTylEyj22dcvgyxNCnGP8Rpumbc2amu4rMk3yacREnwuewqJpWJjT/GV0vEqa+nyoJxwsyD5wMeShA/E9zwVLa8+l19hQ34Q5iGhtbFntmehgEtY0orVcZKqSp8k2ZJiV6fmioW41cP5LhGPTdhQExYFwqFqakNDWFxRNVsSWCdQi5VVJqwkrSkpE51WdoQv4nwoEgZVT2a6nZ/pUpionckoyS5p19Rzv3gYE7cNCrA+fPFYqWyqantfpewBPdlmEq8wCpxr6Zf3bavoawjOflFmLFtRklVWI8272pNjbpNpC7TdHXFmXjqk+XgvehBUPaGbXtymfMi37h21H79xsTEd97Zu/fw4cjIAwfeuLZny48/inPE4hTtWdrD72/d/uze7dt6WfwHA4KO2kvCenF9z7HsDSt2+C3cvPkA85rLnqMhG9yDlo2enIPH/qCg9PS9e7dtW7hw7doDB5Le8Fl+9OiHIenucxZMfT04eL/iseBB0DuW7unr1x/bGx0dvW3u3Lk+uW9bvOG4mQlyAe3ZYw1aEYW0db0zporjiXNG5TYJO9vO9Bjblnj8OLZ/dkgI+nV0oKIiF5ekt8HRvjk3d+FCP78d0TuPZaeffMcrcf+yaZN21JzJqX/y5ErB17I73927ced2ta5f06Fh01J6cnJCwzjzyTycN8/MRc7rlxc5OnZ3v/9+UNDk7HZycGZyZeuVgTaRIv5CjSamclCcvCkusCJkz+55B3Ktt7p7PMvbbYOHxT0HD6rVMll8fF5eT89g1LU/2i3Zczj9wfid4zIHWwuqG6gyhSDvrDg0cJjnMMN7Qbbf7iWbD0f/o7SrVXlRvn1fQ4xKTH+60kMiqWu9qG7OFykaK3NCl2agh5sm0aoY+27m66trK+vDlsLJxiV3lTHk8psKwPil8+d7c7rY6gapVK7PawyrIkdUVqrVCQlyeWVlWFh9fY3yZl+f/xWNNudsl1KdxWrxV+bRtKoaPXcdZbuyg32wRtHUR+lTXIjRNZT3+cdKldUN5fJmGOOc39CQ35dwJDZWLm9pSUiIjU1NhSz34lmxsbGFIHze3q4fOCssMXnhi1lmmTUic+H+UomocE+DkF1fKo4nAxXueAkfYkivxo0MQVSFBpZIY+q1KcfNIzchyV3FSCApIdfAuAhzZWbMkAP1MR6fg5QMTm2CdBQyOZ/Q5W6wphOg+xkzBAJkTCeaDGgSvkePi8UyDY+XwstBEFg/qiq+nptq0kGR5tMb4bTlGMszUYZIpOk53UFowOPrlCsABqdbuCN50+uBMwawLtNoxOn3ROJxqrAUjQBWn0DwPN77p1rmvBNDvEvsIu1PIDO6q6uTkwGUv2d32P4dT0P52PPk+6/ufPL7j//8FwjITuDKGTatNCFEDy3ycg/fxsTM8ViG+9bJpnRXVzQ3lck00Oz37Fx8rMItvUz56vIK4HVnwOzRFhajlvmnSoIfWlgctT+BQLzVeueTCMZjCppkSXdwdRvbdtI5G9v/LZ8i9OvjD/ie3W44XBRMdH2BTHkymU5vzfv667/9/i+QYPKrI2e2C2zqaOKxoBV82bousDoHD+UXFhZTrQoY5vTSLohagB77U69A6KLh7TvH2RqWGzj6fOg61eJZB+yNAqwdhZtz4Hab7YR6JO87TTThZAoR3falUAXasWVBiLe/Brw9m5MsiMei12smdnjo9IswkLgYuyJGv2TzMdqeytKxM0doe9gIbRdgaMKBzMdAuSHH3ZaMLR9BrSx0TaBZCyjFvZceByE1aBWUP/UsJxPzuftS4mm99H7wP6JQ+FZhGXB3FLqeJ5LDfr5UPWS4o9mplFGX+xq4VlGWOzFthwQaAY3otmmWWWZNIXPh/lIpgoNuv+w4YyVI3FUdfuHeoQPzd43xopiuvkm6mYcT+qLTkUgxMcZLoFPnRaQ+tfERTK+WhMXGFvuPBhFPJWFrC0lfg+duqFLISX0puDV3h24WSXAJr7aP660htYuMZ86DeLyatuLCRi1evWPLS2HcLKQS5SOWlqaCh1wSjF98Lg0tY/2uSUM0rJPHy8ujUNQfDBNCaPC1yrNMY+7kkh7tGaleVJ9syoep9/yq1gKp/z6d2OTSnRNGi1GDdeGqkLClMF6BgYODjLbt2y8qewk6FlPJYX5cck6eSqHet0+p7OrCe98Ry8DdU/KuFgguXhSJBgYqKzMzp82HMTnsX3ky/f2ouUWRkWtzly8/ceLkyQcP0tPff79ooWPkgbUuRdEnst0XLEs7PnTsw64nd7/96ovPPvvszu1bX7VVtyniP2DcVw48RPrjw+7V3Wvf3r18z47o9dlzxmanOjjsx8j7zr1vRS+fy2Q6OjLfdinys7aKcnJ+5/jimcbfOA4eHh77Hzx4cNzd3T39GGjFiujow4eBwc/NzX0D6u4Dm7vXIg7PZP7xGmLxBhUVLUck/an2LH+68ZqF4RccV7/9toVFbi46GID96A3H1q9Pdw8KepC4wGNaU1FnvBqXJtkkFFZWqlQDA9XVarX+i9t37nz21VdXW2ldvfVDYZLAuPmmfE9Z5u58eA9z7arIaCt39/FNGW/vsMzBLk3ZRfXFauWFsrI6Wq84s2ppCW+Gw8yKkKPXuu12H446+WASoOdhrF2jViDWHhMzOBgampGxYYPLG6tei17htXL0+OTgIWFeWdsumahaWdsFCTAjM44XHT8GvD3yjw87BtRqeUPbQN355NCnUDozU6Xat6/pzAdKWldoWAbWRkiT1KnigbY3KFsHQ6tKMNpeWRY/QtuH5gd7pwkvKav7zpxpyGtMDo1YKtQqq6UQt56Xl5y8aVNZGbWJdfqiUigeTNHU7OK2pF6saT3bCAC/pfiyvqa1tp+xD3zuZ0QHa+Ibdl0uZOlFDMU+Kqs9lqUQNTX1SQtjz5y5fFkqLSxMTT19uri4sBBu8BQi2h4Qe7OGHSqBFoNZZpk1XZkL95dK3uRquOnV8o0VpHHsGvzCnQ1ERcYw7g9BGBo3bAULNxcYLywzCX3ahiR3nPV9p4T5pDMiuvEdTMmVOc9+HeLg8bB9BicPPJa4bnv0fBG73ENh6GmfgCAd0QDJhwi92nUAt0TEk0kNMTBVJkBoNErUROaeQZZBBjN+Gs9T8Tj1YPomeBkmKo5fgzndjc/uNSI02hESdwg7FlPLgROGhjtSKAb6+aJy4EhojSIR4osMhilLDYwJMmWsRjJlmEwnJ2SudnM7Yb8WM32vZUZjiTI//an3Ivet24oi/3AdIt9v3759eV2xL5ZFrhBc0dg8efxHgzH9F45r7aMtgyb/DW/XCssocJKjMBrsD1kctdrgPMd1GgUTsqM7OSFivtznGhTuq7BE+efTEibTwsLHZ9Q4P71ifbx4/Ey62KYDxYcj1Ptx6scf3/jk8y/uPpYsnd63u/3hVvD8LXHMnfzcZZDFwn6Ig/GFQCSGgCZ8+pVvtusxn+6f/MLOb4p5rlM2Zayt34PWgvvIPFykYc5Zm11AtM+IYmjjv/nud94BvH31Exsg2r6sJhhFMOEtLxSijqchBmZUfDoD2qiprIKxJmUYjQGm+VHaPprjnioqw2g7GpEAhnZqOboW0ATVgJEDDsIAVl/SIVaeMJNTi/nc9dAJQKHwwOBFGjoburEIk2vYApThDoMS+rEM91hRg8HdDub2MXc7ftkOUTSUBiGOI9Mss8zCkblwf6nkwEMtzo5kY4VdsDCGFJDQbGQrCBXunQ3GQzYyy2Qk6QWcMq+xkURSq41zy2FJDfT084xuB6rceYaUIMaB+nGSZvgcGjS+w4ySwYMkigwnPAdO5NQhUp8cjwY7ZKScaSlWZ+IujuKb4HIPripLPd1XFoxbwfF4tbWFhQMdRKVnaKMo1v+DSqJc45KSsrIjxQMaosOheHi2qczdgVevzWc1y8+axNxtMyJ6WuU3mxSVXUSPdlSjTve2g0KjTaMpJQk7W3mxralpoMy0fsBE2WYEh56qrBwYkMvV6tZWiYTo2xO+bDPIgVU5OXV1AwMMRkPDxQ/yWunJwwS9lKkEQTDgdl+/7Whu7s9//sYbhw9v2JCYeDzIOftE9LXdkZHvvl20fEWIe8Vi1wUrg05u3btjz8PV31z/8qMvPr/19Vff6/r7O2rawEV95zc37t2G8asf3frm0R/v7tmzd29FxbKxaUqvAkBPfHDSfesxq2hrv925m8G0/sdrc/cc3REVst49aI4JY5eWLfPwgMGroHdOAoV3z16/FYF4OOCoth32Qwx9Cu0Z2+ct7He2pqe7u6PmwoMHAPY9pvOckSUSSaYwpatSFVN25YP7IoWg5sKFgYGv2j69/emnn3/+zTePH/fs5Vt6zDT91V1Ukb3j8NtMu3mHt2Wne4w9FRKJUFh78H61qEGpKyhQ5Wl7ToVK4kZh+f7jOw9bOG7utg5JXzne+cILDhRrD5ZhrL06RjXYGxpaAoBj5syoqAMQmbMixG2Z4XTDkoFnq2V6UbUmbzAnLPApBfGoCLdY/dHnd+41yfVqpWawJ6zqKZJOTi4r27WLSlUqzw5uGkl/MtD2pvyLQNszA9GVEYjR9pt9BtpOhmHYdcpqbvNlvUaVM5RBTs5RXuTmX27WaMRiDgfh+yNHGhSXILr9qkovlx7Zp6gbZLeW3b8JPvf7MbW1V+6XS9tT9Zqymov7OhPaWduV1WpZ0+XCQ3JqA5XbB2uNDp256S+drrs91b+tsj7uhbpfZpn1fyxz4f6SCRXu/Ubna5LpbNjeYmQrCBXuXJy4FRRvzhK1Gt0OjmOUH2A8wMubrIFHgBP3OJLkjsPkXcnIP4kH7VGujC8LN15xKacd4BF+mggdgol3CXEr2gwTXO7wrBKPYTVMnW3CeeYMiuAXUI6waoi9n0LhERhTSHQ4JNRFmRZzx4sdmigJQwZZ6VcmYkF8Iad7AjfGaNPIiDLIedD8aGfZmPzYJsoWTZliAUYUifBCkaYhdEDk7H2TpBc10iSEvRRjmum81ccH0Wg7O2trL4zKBllus56Hce0/+rzvtBLD4zNdTzrZA+hF2nyt6MmTS602OqocS9T+s9T/u3t3Pvvkk49gkBPMTp0ywR1lpVv7OI7g8lWOb0BW+kZL3Ln++PIc87BnO32IedifVchTDzzR4Yg0H0Z49tp0CJTUTogzQQbrcpH6YcH333/5JTqhpDfWO8/86U+JjjJBHk5WEO+zxG41Fu4zJjrdxmY7XAfFlDZGHS1s0koZL8zdvtoixG2iK380eAix9o6ntnRXV2TqX8sMGov2EdPQSqNU1kWbnEnZWSudrP/w0Wf3jlCw1JZJbMPw9qVSx68wMtD2Q3BVjOKHZANt5/aPLLuvgjiYpznurjQ20HaUswQNzdFcGWSW38RXUNHMVCWsf6JhM1P9qZf4WrYCUmUoLAGdBp8LJGymaweMCkFTk5SYaT6AJRXtQwAfzTlGrQ9TaDt8QlFrie9wZplllhGZC/eXTC9YuA/S/KHza7xHGUhTQo8VZ7aOWAzHbzFu5XDg1cK9viDNOFAt0ehIFI3G6HaA0xf9KSSVxPgheBE98Pmgj8AplTPI5f5HKF0SvBptk6qNlN9/CWcPeCz3ZX/3PSvGL/XEAj2piWhNaVpaZ6e0pScUn067RsDHOkVPZJlHWLBaxko430v8+RfXG5OVlaUrNSFDncc73yrPkinOlpoGxIN76xQNnbtaK/FeiomSlMLcSW7DQGNp4HQMrjzeUGlHgZ7aoMijhaU9R+XN44WFsdkMhkjEYFxll4YaDMIvIHTA3l6VSslAqilorBOKq57jkTnMebBxY3S0i8u8eUzm0aPvh1gGJc5Jd15htWdubnd398K5O8DbEjRn0Ww3z/SN4dGH5+7uBpf5w9/evfv4ccfjq1djOgquXKmprv5Kcef27Ts37qHgd5u7ra1dP/b0pIFcR0508QKA+RvDo6LPbfG7lpTLfLc7yWW59TmrD3dudXYP8lpgAnufqMULRpXoWTFWoE9U0Ng++4kON1lkeOz80tLSem0XrTEmJqaMoYvp0NX0l+kGBIIC0MOH33//6NGjb35uZ2Fx7tzOYw/mOEyjbvf2tAyxmntt3mYLF6v3PRPhJ69GRISG0mgxMQyGTneBoRuoBWyeGRaBzSQ16NXZFRuj/XLt3nXZcSzolVGjD4+cFppTxy4YiG9TtA3UsBvF9NHrwcMjKmr16u7uFeH7X7GdERxB721V3VcoFG3xHWyYBTUhpNLNMurhV5/c+P138oaBflpK2FgrkEcuFatUCkUTDDqi0cLCDL9UFUarq2HIuTKFDZsehrB9XJiWrVM0sZoUZXU5acEzSsLE7H7Z9hbM6QPPZiZbpZAdYimqaV0SSW9vQUFLS1aWRgPudu2Vgb6Wy1k6TSOtka0ub6F0Kq6oVCqGzN9XWq7W1Qjiy/t815TL4ASpLe2U9nKIfuwEP5A/ktTXl0I5dIhC8QUVw8RUAne7r7+sjFY6nYvfLLPMmiBz4f6S6QUL9yF6Fi6Ink/XAFc5aHQ7lkhOIhn7+0hsID4Mo48QUZ88sEXiBkJ2gMOyRohn9Ea5Ms34edpKUSqpdpwz9VmhkwUnKM4eIFNc7mnYgQhHiQogLPkgoU87DL474TY9RoXZ+BmmVMyEKxeeKoN8BUJ98IKHJiqC1kFJ5eqnE20ex48BI3/5WNy0yULp1QnQMIK8a6JdjYlOR+b0dlYMLPB+wcJ9VEP0DmwwZh/UR4PP+8hcXcPDHR0ROY50hCLP1RbM6elOW7AJoK/ZXbMOcTYUvrNdg5yiR7h7ZNHRDe6QJsPjSOj17Dyb/u1Nl5ELGfTxx3/7/ddff/89QGp6xKQTXeb2jnOU/XKL0Ymp85gu1jvCtxpPI/8vKQ0eO83GxqYGLNSG06JQwV5iU8s+T0/mcLzesd/CXItOwNHRysqNIKr+WY3S9netPhxJwufx+WjgF/pLIpGKPTRFvtJM1w99HMHd7hM+voEwOlzXl3VToJp4JXh5oVfVx2clvKIouKmDIcWGnVZOcXf7x493b3xcWAjdsasTws0NtnSg2ahZ9PTHYEmHaXqIto/2oJJpCrDNU1iMEdu8Icf9da4ao+1keh10KlC+UgrqP43mynA4JXDJw1g9uJfQOUP0feBzRzNT6fx+CKohwXVaJ9TBLR2lythg3B1573Vw/8Xc7ZjLPQC527FXyATe7ktRsAnm1Zllllm4MhfuL5kGoItZ02sMnnpLzsKtkWXcuoAK92KKcZwbEXqQ5JuAU8tGRKCbbxhO1UODEUxqrXEbvXepllSYlWV0O6hR8DtSmwpv3GVV/C5SH3wC4Qi5gvAL0Iy0xoTTLYoI3AyXUvEa33JZHC6fJafVtbS06ABy4aq3d43vPkUgQcUYEdaYle+vCyNeoBq6C0h6PQHCR0LMvam8/ynDMy4eT9yryJKXN/aa8o0AKs4wcYHOn1vQEWZy6U6OKK2rKS8vV6rqiZ6xiYLlgr0xBQ3UeAYbqDtxq2EKpaVptQUFapFC0REz2JsWQfzcESouLUfcyC4ruICR94MqmnYoLG6630lmzw4KCgmxtmYyI+ddc9kRvXXjcS9PIOwnzs11Weu4luni91bIRvdED9fZ+z3dgbsfnWsBND5p7p5z0Ts3OKdvCgsdKs05X1nXahMT09Hw9a1b9+598cXt8oEBpbJfczCGzT5P69LmAL/ODNu0KfRUuvvGYx9a7Tjq57IbS3tJcplrvc1qRcjOjc6WFXPcXpl+3+DFVBIRB0Q4FPH13i7apToVEPYChiBGwCiw6dcVAG2vgZ+oaDRtSk794OCPP0ZHH92S9Hb32qSko0dDwI/zCvBs07XI032Ets+FkMx34jihydqzqtqBAZ0OvYYxMVptcmhcxGTz08qgnVYu3QdWF0U7BRm+RyHWXl+nKtBhrP0K+5I4eXzvKSjo6FE76Ads3Lg/IzOUVicYUMhEihrN2V4Ydzrh0MEScV2Z+vbH38nBnN6bPHZLciBH9A7GaMqpnZ0FBVpt2ggPqQqrY8cr8v31GG1HV4KBtp9hURUFbGFYBByQztYoqKwzioG6QdS7oLEZokPt5Q3surDMUnEMNOFaWhiM3l6hUBUjh/+OB1fQJUD4UsrlToYmRlU2sB3uafqBmgJlfDPlUEtzfHy8qNyfdKRzO5VafpPyegIL7j75CUd8Y1tYo7wdCb9wL07QF1SGEt7bzDLLLByZC/eXTGXAVJQTggjGy4FcDzfHdkgPMCJUuJNIxlM9SvgxsJ1hdDsI3X5P4Th6eyGGQIbDVBw4p1Dwr9HtoBR2E0nOwHOLoPicdgGelX5GDoTTyEX4w+57uCwA97j17KjLHd/CjPLvcSfOIhli4YmTZUxImDeoDEgZMcJHMhwSZ0XweKEgfbzooYly5eew1lBa8L9FTRbKl0feWVP/yJiGOTpw9SLqblpI9xTicPKwkJo2xin+c1X/U2kp5xJURqnwrZgqyqOF4gz+xRGaoGrwti/0We+MBogudtsa7sL8OWZKn2ufPZKVPtv1gdMKn1wMmL/GdBlNcf8pCP616MmTu3c//fSTTz4GoQB41GKAxYSiMkCmdbR6INmG587Dyzk82tqFOcreX3PM9dlj9aHzycmh8P92BfKT4VGxEV9nNFCbIHoIqQUMGQz0mGHb6BvlVdcFzhus/bAsniUQpGPv5YV75Cm10uncCG3fALSdxx9iqwxObSrVxmY81Z4o93ALeHG6x7nbEWuvgXtIMcban7mPhIejp9XKCt1FKtlysM1LuRq2ZIp7iURYcDmBFPDnOwU/TDB/8zhhjDZ4ZMUIjT/98SCNi4XBTKbtKFvG8NkgEWqAthezRNh9hEwHPA9BMGts2Oj/DACfSkWnagPXgiHFPRBmpqbC064W1HMuATpBee4qfh2WKtNCVdL64URRqkwNLGyBChyGCqBH9iblCHW7IcMd/ZNIz7G8xSyzzJokc+H+kukgfKhVtxrzutjycuDmeNo4/YxL64Qd6sfZNifKO6IVtrfhQeiWFpi3j4N5czRy3BFMtuRNCM9E4Ny+Q8V6krSz3vgOM0rEV0mv77uPs8eMQMkuSos/3eipIg0NlJP863pw9hhzueNHq1exq4kjIXm8Mkaqr6qOqNLmaK8kZMWzIwhtFzm9Z1r0MgNywxdi7nJFgSnMHYqA3ovlzVkqLZrASCxeRKDqYFaz4mIv4eCop+KU1hWIuPsYMeKw6ZldM8g9tALGPqDuKlpmxHORYTJ5qJStuh+vUCgH8upOhaHo6xdWBjkztFd7NQZDtoyBglq2VpwpCZ7eyS1Y4Aze9uVzHecd6F7utyLE2T3R7XjQ1p0nzhUlrXVkJi0/Ctzdcs4r3rM9PC037gXuvpD5ruNal7nA3Y9ZVozkovAyMzfsvPTD48fffvv1lzB39ZMbN+7c+frrtraCjhpdTUFZ/wCjDPh1rSqvtfbuw4d37z789ttHj377bWTkI7BjW7j4WZ/bYRV1bKtzumXFgv2vvMBgpImyJZcgzz2QdYTWS3t7z9JotFZ2LTwWwUCNoAOeuzKbfjCvl/ULBtAjZMN2IeoSwO9EzPaY4+XuvDM82t7Ph8kE1v7G0W0he93dPab5JQPR9ui5u5G3fcuTH344W2kg7aCBmBgarbR0lGpP+jWP9GNHXQ7YJc1dgbnbvcmBob0jrL16oB9j7RNuEbMXbdzo4vKLX1hbRw1qtQc1bZA2g95vOaHBE95vDrzAUi0bkmBu3Lhx60reuOuBl7apl1Yw0Lld1lCg6e0dnR8WhtH2m9xqWKphuPSH086O0HaIkgHaTk6j0zridwFt17G1YYHktN5KhqLFv1wUoyo9JeGzVeXyQ4fi42k0+K7ELi8/QpEp2HXnaf0F2/1bWtoGVOwYjajztK88HjJ1ChRZ7b75CjWcpjwhIaFPtm/friwpqTjrTGdTVr5vbEICcPk1yOWObuoEVTupvVNXVxpBfLsyyyyz8GQu3F8yqcB4iBeEXQq3xwQ6TppKOeyAN1IUUmMgSBynwEMu0Es46dUo1txfZHwEE1SRKBUCb/DkMMyZiqXglcE8jha8lrgDWGFMLNg18aenorW4P2MQmNMNLnd807dJofCoC3AEMkiIiBOPrOVKKfHEae5oEq6vicHriLn3mcrcaWAzkotCTTR82JIDISmomEF4+uNF5rDBU/VcwxMNWRoo9mKaQ1jHa5DWAM+dlFtLCyTopkxLp4QxgpsY+1QL6oQSE5/BcfJ23ei0Gxt4Os9xj30FJLkjW/pO+zccUVq7neNcK+cR4OsA3D3KughLcX+NudDqfS+0xBKE1YU/XbAgPNzHBwH8P1y/fh1WcX5fUBYv2jXGs2Mp/kC09ymUwLT7B/ofQwH/6JuPro/Q959bLLQ+bBVlWTFVQM3zyYETiDz3qFqEP2nDYEC2IVWKJX+TwKvdBP+ng583Qk8g9Bkq6+A6x/mYvTVzM/boljDftn9r9HSnJ0TbVxm87UNidoyIisWs7LNR4d004de8DsOqgNfsjjoZZlyROWI2A2PtckHjFFeqretKlBVkZ2dpKRSKsFGnU3d4vMliGxF4yP/88b2P7nqOD/kh07XAtt8ETJ43voVKw2g7QuSjdzY+GNMNtN1w206jx8ClNUrbMzilGCJvwULhXYXnMac7SwhLXlCKOwqCYdOGsdAmErSyUvhiYQP4MWMpZcIuWjwkDaDpqSpYfo9SZdRsg7v9Z4x4LF2mkMvFXO6Q4W4Kb8cDOmaZZZapMhfuL5mICvfk4ljSIfEpo9tn6CFil7bJeLHUlVpMakjGcZioIQYs77xxarxJ20Zi4Y5gGm6Cez5ekvs/2TvTsKbOPIo/A4/5YLZHoGDCFiAGomEgQGKQSJElJUalIEZcBkxlVUFNGAEhSFBGaEBAo7iAssgiSpmKVKWOiIrAsCh1psu0ndaW0dpR63SdLrP835uwSu4NtrM4kzMfppKbS5abyz/nnvd3EgMlCu/IUigpNCbnwHJgCDuMdwpOp+s1atLtNDx/Oyw2Qt0k0hpWpxlRR1+jmtfCwpaXGRM/8Nomf8VgMN6qXVB+yghjZCQlGt+HdebnaXWUmmpPYr+WWSJQ9HezcolHT7/eDIFKUiI2ZcifFcQtEqlGpDH2ppnR/NxmaW2dSNjRgUqETBMn0FNqVbtbp+2dMdA52o8G9GogWkfExUbPpEpoooJildIiWY2wqFvZmxY7jHOszUjilI72Eo2VjAeVmFqNtLTdMzZYvMLkVwW+tc1ZXJB0fuHG7WfDw9evXH55V8K65KrVljuW7j/qsx144Kdf2HfZNeH1de58/pwXCxKynz919J31J7bsOfvCxqSlqW6LvUZ55C+95OFx7JjTqZ3zrC9+8zn875tvvv7u4Xff9Ugeywf75TKZzIrdLenvz7A92cYu+q4bbrx/7w93PtDr/sNvvv76q6++/7506Lfc8kPlnsgkHwgKSmEFIxUWblihV7w4H/vJZKUEXfEcVUc7stZptF7l7ag2qZTJBAiOFkIx2iJ5N3uwiMcb7O/v12oiAGNC43K5abEsP/tRzL/zc/Nf/HLx68COP5bk1LDynfSzJ84eWLlx4fmkHakzBtU4v5RckPp8wztzP//8wYPPv8pos711q79f1tIvkSq55X5GzYq1zl8ufj7pnfSLJ3wasguW5EYXxnbQlFHFcqGQN6iRttOfaDq2W/Xiy8e2b//1r7/55vZtrZbHE4kkUIIqHoPB60VewYptL73esvt3X7z76IPPP/3biygehcSJzveMiWJX6mqpEi23PBD7BY6OYnFcnETioKqALxrBWB1B4Aq6pzRKxBgRWWmuxa6AXQZ7lkbJbt7cVKNlxoodw4LKlW0ikaBOVswtty/05GolXYxNIo3mCrxBUVEKxaZNg1DD2n6tKFSdOSLStkmHorQjkY2dQnlGSYakNrKrs7ayKKOoUpWp2FQr0hVRFfVrWgUC0Tn/xkzw2wUCRmumr1rd1RUZiT+0+6rrKq+340cXzTLLLFNkHtyfMREN7gPgpzRxcUILOqAaMHHgFyj2jQs3Z7OhOxUHsxLG6ob4MspSGlOgFcz+TLwtsERQCa6hmgIYhy58mAnyjYn4KH1gIJXZ406zieQyRg6lD9e61xPwN9nifV/BJAHzDe96hV65LCml1SGK2IxG4HUFhWZSVjsWjDeTPXdPjBsaY7JjnMg8iey3mTWTBgFkmvJ0FYos+i34JIisuE+XJtdrg72S7Y8egVX5jzHvn1SgvSdNy/MH47IRUto0HMaSEVVBg+pFLO1+wjrJ9Uvs20mV12Wb9YAQRyCYjSGp7qP8xpcg9K333VHo+4n21MUTmlOXuey0Weq62H0OPMIUxEWnNSO/nf0Y3G4q9SZldPY68ue/fPEuisgj/eEP9+7dv/8Q1N2t0ZxEbrmtkomi8khxNCX2k8lqM+wSaQRA4qOCQwT9iMfTb+YJO0iZht4yqkWcJZa7Zu/zOQAmOdKvXaxtbri6uc90ZMeEiDw2sKM/vvfg4WdUBwxvzoPFnfhlDyA+J8QJZeoP23jAGxHNugRe+xo4x1VO67UjOXt5oBT+N99IJHocTPUE+Pq4/OglVgCjoXx77/5721yWe40/rUBuNTjacE2ROaE7dbSKYLLbrie5j7rtfpjb7ksR2vbB2QNAkphVnmUVAec4Mv0StRaz8OHcq6e4k0i2QHH35F4FE19NaQNoPVpCgjpT4wxUmXNsKYaGR1QZLRRfILhPJWbhB2DpdpRyzzHFb1cwSmb+OTDLLLOmkXlwf8akrMkiCTXGB/MUlT9J0YtTO1rU6EuK4BofU8pF/iRRL854FwHLVweLjZuk5OgMUqSihGP8zzEZSO6kW7eM3g5q5rWSuvvwsiJ+MhFJ0Y6Xg59Fb/cnVRThr3/0FI6QOstxJ0c+v5/XFFlyCT9ybt/HzhS0RBCZ5KXKrMxuzTCBk82Jbq8UMYrS8JpfMfH5bdqtFIlUjHs9QK/C0luKRlM998JYSYVAwL6Wb6IV7ZjG5dV0djY3R5sQ8BmVOK1UEupfo5V6puBf9HhS0X4x0sGKikq28lKsGOdYw1VgYFp7W7euUie7FTEUF1T4k6TdkRID82Pbm6O65byWwf7ijCglLc4zL9gPmixN1KqXUnccP7XzHbDYw30ako4lFCypqnrRIzvp1MZ3tp84sWf9UafLhxIsk1c7r501x6sAfHebee+cveiyZ+XO5bN37CgoSE52NhyJyQCF/+3SBrjd+uyJE9sPb2w4fvlMauquXWkDwUGxnuBx97UPgdstlbZ1F4P33d8vrwT2SdHDFoDTfPLJJ48++gAANffv3r372Wd3HwKBvKjo8WNJsS3cQQkqacvAEuJIWk3b6OCu6QYKiRUbqVsWWqnDdtzfLzl5Ev2m5mb4taB8aEONj558ueg5aFRd8uUriy093HZkH1uKgvzb4YGftQan/ej+49kvF7zy0qgxbbqcX3zFLeSHv3794P4Hdz65J4SnIZP3F0uZXE/jTrteVcm7sm1WnjhoMW/f38qvdMQ1R1zXPubxeD0a5TReO9KidYtn7//Zg/sf3buv01GpqK2XHjv5EHV2HBbndTCjiiorymrha9GDbR867cD8djtHsjglrlfbTa0R6TQRaXn6WmLUGtDbK5GoVJVT3HbhyG5RN+a28zn5sdWY266T3OYGkYeD6b1tlVfXvM2z6o2xz4+9FHXL/23BTYm2ry84WKn091+zRiZrb+/gXte2KgSdLY9tq6XKSv/GNWWVPZqoCJ1/q8JfxJNIJCJFFqOTqmupHGFk5gj8y86JNpEyFYrWVn9BZKRa3dSkUBD57RAd03L9ZnhpzSyzzJpW5sH9GVMzIM5FVpeM3h4MngoFYwcYUQY4Klqm8ekK1YniOseoOxW/ARSBaTLsjQ8piOQOTAOjt4NQv2YNGw/3i7gyBLHqYftzhO2phRiephp3G8hDKwgxK47kXvBuhUQmuWmQGn36XkCUvkcqZCHPmOh6ABLYb3CVwmTP/Qq3ltLFYJpsRTsCXQaMN5SdNV2O5A443tZQ2/AvekyvFG4LZHtFVjScY80EjTZZFjNTTL7AYKKQO1sMDijCcsiBjjJDiE6B2ymM5I7M3lGS+xK3peC7b0MxdOuFrq+PfeF5zjLBqUEPW0EVrK6uU1NLBW6znSyskTGPEDXzwHm3nNL9OSqywUxPK63+rufhw7uf3b9/584foJhV78C/++4XX3z77bePbt584417dSLRmLVODQV640QxDTuiE7va41oCvU2HZsMaVIuL2OUFLHFvPc8pCZz2GS5EHdcijpvTV29+8If33/oLvBlr4M2AhZ1Ed9LLw3U7XPo4YZ1t+Q9WNZsKR9waB7ltDA4bhR9y/o/v3bnzxS9R9JvJnO4qFAc4L0VwVVHB0A799XQ4XEMJ4ej7nBzJ+YBfr5/SnQrgdVvbURTM6Fs+MNabqn8sgfbNmIEvxCoSHMkDti1wDWUNVQJLlhwNSXc19ByTAQxvi6Zp6m57kAzWepBIPexg+1K4RIly7kx6KZx/4dE7dNOieAii788rhqtjkeC7q6xkWFuv2pBuRwx3VGRLoKu88p/6w2WWWf+3Mg/uz5h6+wWkOplxRz24hoo/uGtqckjFt40P7rH9VFKnFmeS7eggkX53c4PxDWYp16hJEhxWryO9Hf4U+Bu9HRTbW0Z6I9R4IgjSJHERJN+KIpwtwPeUMRSKuCnB0smKLpdmKnRR+EZ5UKxArRIF4brazvyOypHIq0QmOZ9vpWuKvFZORJYJi5UKNon6C/FeZ0wboovlXRRNL5GJjx6hOKoI89xNMsXFKVHym11F0iATPfe10YVarb+/VhsU5GjaPUDO/JRmTQV1pKj5GtH6gCcVn1Kq4Yl2V3YrY57edUcXF4ak/bIakaw4ovQSHRjsRHcwXbnRKWk0qaZfVsmTW4HzDpD3mTjvyV4vHzt19MBpl4Pph486HUu1XOzOd/dKAN994YHtLlvCDzcsP/by64sx333Rki93nNl/w2fn6e3h4YcPNzQcA+TKunWr+KOHRbJXwo7L5xuO7nwHGdjIeV9++dCOhNcXr3tx1ZxJv9YRfHCkwry0H2jfl35/+6+3PwV9DSn4zx6A837//v0P7kF85iP4D+TEg1CQBqI0n5Z8r/wecvFYph2o6wNB+YXYrp5wtcFWN2jdl0ivvu7hkZCw48yZM5eXL1/+qxd2rjywPX3PibPbD1jM87E5df63O9zAaX8Kwg0nV5wP7as02+/u/uGTO/cqaoSh/RlSaLn1MyHV9dJ8j4TlDelzwyHw/1elNKJbHiqUybpPlnKDjBwmzvzVuzw//erOnfcf1dbyeBpNWlrgFJ+ZzwkOau9tk8gqKisHiz/966dbwpfNW54wxxnc9kAwyaUS3lVRpVxaHWtYv++YGBzU2xsaqlJBMZTUb8xttzW47XGxuZjbTlMWieo6K8Ftz+eHiYOuRYTWNvlXWklLYRkCvdlWdG5No2ywl5Yf1FsdGqpWV1aWlKSlKZVXwXmv4ZVIh+Dy11bIufezr5f0hwoyBbWVMqtu3khrJiwc1oUWlUVSGAJVraiW0arOYWwdS7evUSgyQcaH9oDMmxWa5hT+U65GMcsss6bIPLg/Y0JWtD/O0s984HvgDu5twOrFC36jrDaD12b0dqw7VU3Bm/1QBVOoUdY8BoRE53Ojt4OiWTxwo/DQ4Igrc4RyE2cLEHqyJbgVrI5kT1OMchEhoMZERM0oWYZ4kRbCwAiYJtDRC1lUir9DHqGJjzD/es/dhJ0iiVlyeG2kJnvuYAuiXlI2e5RcZ5qiATndRVERrw+YTohfTSFt+rGu+zCQq5GZepVny52hLW6KgM9nW4z1f87I7EUCykzIxjGS+y6DSZ48xnHf7NPgmjDmuzt7LQ5JsrbW+9QWFiEh66ZUivI5i6E3VY+Gh8z4XGsfpxC3CeHqqUJseINetUwAWOX+GystthuM+1G9NtfaAslmNuhvS6GGdVSvGItAjW0BCXykoz5ot/pHpddcF2uLhU5LXVN/XKdrNKv99sN773/8J5gfv6jtud07k8seiy3fgae6be5XnxYDQsYbLGgtMw/3SFvkXvj5g3ffIh3xrreymp6cNYytrMiES0V76f/w2gcY/S0WhzC/fdQkZ/C0Ew6RsebUiTscoIeCUT7VbUfh9EuYsx2MtaaqGUXwdJ3J+bYSLNIvAzwNh8ZEyHoGg05HNj46E9dS6axyyLn7Yjl3T3oRPNVIihWTyQzFqDKhcNkIHbwMXguclFB3qgpoPN5Yun0rlnLHZbgjQI1JXoFZZpllksyD+zMmosHdb1BGouA1E5UM1kPFhvFcZ75STmqtvG709lliMYnk7S3GMXhjQv1JwmbjORc7TqEa/nTgjXfDYrmvov4ajhG+aLhD0eTdOdXOmixmcReJXY03JDtzrqgE3tR8ArtXBtekmXn4s2G0Z1sOQ3iL6DtAUGynQiRKIyztTCkpUgu0TOLwd7z4cZ2/YIjg0SE5c1g9OrV/VAkeRH9cG8RRNar6W70DJpKX7TictjaBQCbLy+NwiL9GjGo4tlomVJX1tKUUEr12TyrYM0pO7RSFtsXQ/cJMd/qnKneYW62VU1VCmbbkGnBgwp7ewJ9Ow8GeNGXG4G7RJoiTsKOYe/Nig/PF4sDAtYQvkyP/9dTjDfNOXwzfEv7OxvM7PF5ZUvWcnbuH63GbA+vT92x2+XDn8qVAmVkyf76d3Szn5HWpZxoa1q9PT9+82dp6376XdxQsXpI8f9UYHJz/ZcHLx/Y3zDtw2jp9i0v42Q837kvKTrUs+HKde9UqDuxiOmGD+4IFBQUvnzl2bP+NhoZ5FgcObLfebn3xxB7YCbBu4N+nrefZIDXsO/78qA4leIyP6BM1tsXzDdidVn54eP327eEHl23ZsiUddbla7FzYcCPp2A6PVxc8xVJUu7WJ5Oh4P1bQlZjetq9qPnn0/re/q62Rd99u9ySuJNbLeVHyl4dCLoY/AJjmw+8eD1ZSz5XJJNVx+cPGrpat5QTmB3X8cPfe++/6dwplUqn4idNsblhhcEcMu+ic6mqZVtpxZZfrzhMuy965kcDnO4b5pZQ3S2ogQy5rYxoaF+yAJOPn2dcjEwjKykZ3yCH7Acudek7QqYM4TS482Xi/tJhioSCrs0xTHctJJIsHaFGhjK2d5+S3g+3DxGntPTpF66bdGSV+4pS8qGKKGppS5Wmgnh5fX4Gqp/jSJWVJY31W1rmaNiWTSa3PUfif627TaEXeilaBiscOddga4N04UikUvg3p9npBp2iTt7dvpKKpvsk7MiCTQvEeX4A8ReocVU1prDndbpZZP53Mg/szJqLBPd42A7DEcqO3Y6gVB6pxiHo0Vwu8XonR20HodIzXnYpqMTfh5PBhJHQAIKTxikIkVBGrxEWGoIsLuAAdlNNWwZPFD3XH2/YA45jA7u0DyApRyh31pzqQNhHbqYgsE0UIX8do7kS9rnrpETCmsFn0nrvCVM890P4WBHElBmKFSWIyISXrwMJBhTwp5DT2QGpWRvzaTadgDHuBXPcfOR6kcE9CT6Qvhcqm/WvqHVfQY8B5RwBsClXHvs71HEeG4KvK65gTilojooxNiCUHZVsQxz3J5/CY775r/Dueu7urK8KII4W7NDjtcpschpk1aw7nS8szs20sthj87WUWC2cfc1tM/DVxVHzOKzB/Z4ckQRx9I7jtp8cKWJ9Sy1zWw25Ogfu+C3Y8EWj+FOKQU6CItUXE8A4g/enjd9+/99mnf7MkutNkVblvtPjFHz/64JNPmv4eAK0GxH24HBZXdw8yI5mP7g0ZKaHQr6eoZxTbpsHOlli+AO+ptY0b3EK2p4GbjTLkzAmHMTSnsvunNqfq3fZWRrPhHMIhIzgNaYyxFE9nw+dhlOMupkVAZN6XUQkfLj49DoLpiCtjO2sWl4sQNQxGL9fPvgdOSSQ4w9EN7alXeUput4Eqc91WCL47osr0Y92pCl4llnL3NaTbCfx2B+q1H0N+Mssss56QeXB/xtRRchVKRfcavZ1wcG+XNuIP7p4aEkWAmx1XqwNIafnGJ7MBqGB6GyeHD4P7buiB6sPbYtbJkSZSRAre+OQnkZOa9uK2lebHnvMVOMThJtiH92pIWRIlzhYgumedb5kwhSBHnifRkfz34pJukEqi6gMet/kR7MyZUy6vCVBd81xLFF6HplmdQCDo8yP++6j33BtN9dxzh5k9V3PkUZ7xxHa+QXFxdXUqFY0mJrykMC5nTjCtpK6uTse85hdPbEJPldhTanDdPf3in951hyMqtlfaLyqrE1qd7C1PCY7+ERb+9AoMTgPnXbKbWieSFRWzldXl5QMDfn7R0UT8+/nJqccadh4+u2eZy4l5+0L0Djs/GXz3fWO+e1JCwrp1mO8OCXIPj+PHLSzOnt0TvsflhY2zk14vWLCuav6cRaPHkiM/eYHHmaU3Flqst04/sWfzidPzbJySwCBf/Mq6JVWrn5s66D8hR/6SBQsWJKS+fObQseM3btw41fACFpc5fHo7GOZIZ8E8x1X6Wf2Gp9cfgDu+sPAU7OZ5SLlbwo6fchkqhzwcLfZLGfAs31t9vVt471uAWr7/yd3Pvv70hzNeRHce1yJw23ed+fqbNz+6c+eeqLZWBIBzOLiGjX2tsXNMjBYPpPWW3HvjrY9vvvEdu+OJ5TmOjsPxrAFlFI96VaWTK2msYfL8hOfXb7uQvnCpBzk+OC2mTVfXqBL2Sy8ZLH3gy/ilxAzJKsFtr5FKhzEeAJmMmlOR2x4qv4S57cPxVzwlmNuulQ4Mk2FXXGZLK6PxqqzNM5g8nBIX1d/K6KyTa4JSoDX1pICR1SVsqa4ODi4pqa9vbJTJrrVz42pEarX/pkHt3ji5qMk3q1M32Faic6hXZwlqJP09dd4URZdgd49QUO/rrWDAb28NCPBVt7bWoyH/iDfI2Nie1TiYkWf0dTPLLLOeRubB/RlTGrMWwt/GM+yEgztyZ/EG91wWgsLsNno7yMEhE5dFHk+3AvJCqdHb4ZdgMHg2zhaz2tlvk4qYeJz2MIDTENZ1ovZUfOPemVwOSGIdzhaYiGtY0WvXC74x7tUKJD1ZhhgEk8uiUQCjZkp+JI4pMOGKABLy3DtN99z55BKC5oAnxGIhugxzWnK1cXFYcWBFZ1mVmGpCT5bedRdMsiufSo7kIFo3YLrXQEtk3I/dmTFxWHlQ2inEOiz9rYqZTLwe4XF5AVFGn1938dnnWoD9bC0n2fWywXff5rNwou8+a5ab23KndBdk1L8218LnsusCrIh1sl603BWy3EcPqkGk9LM+NiHZlgue2M5EzfdabEjD7MLC6zhKdXsd2zB5mkf1lBqgVzO1EEeHZLb3t8Cy/OjN9/643maH1wy/B7gnfz/vozvvvgVwc7XOai83nmABSaJ9ClOztZ6U+fG7H9wNyZ5uE+gMsO2Ex+VArebqj6pXXdG71uC6wFB16gueNoKvj2ocBMMeb06l06kGt12/IYe811YF1RyjbvtkjvsKuhRM8gBKHQBq0O6gPwPjygSyWKMUdzJ0pm6lHCF1OnDpvcxNsCsEhVcaqDJWBiiSvyHdrmZcxdLtAXBiakVReSIR9WiYZZZZM5d5cH/GRO8VkSj1xv3haGUbyXcEZwylx3TixirIYmA1kqh418x3744kNbcbn6+Gg4tJCgETxynOLSlBa62M3g7iRoyQeFF4QMjcchpJLRzEd2i7a9Wkk7F4bBZnTlpWk3dFGMESTDZc4lam4W9EFve1MgQyoiZQDkd3rt5bCX4ZvsjijjpVfU0QbsuUXnlx1CyRsFxMtEu9515kuufO5+zNEGXpevaazmAWi2WyxkZNVFB+IvHFgjHxxXkZjzuv6oo902aCgh+V3nWnyqJiyvPFpnzVMSZHTqEnU8IrE+0u0ihhZ35huTN4FiaKLw6Oo7Vdl8vKRNRKSXdbW29vXl5wsFgcBuF6479tScGOpb8C2kr4wRMfblx+CNLr7s89x1/tsQvz3dPBd1856rsvwmbhgoJDx44uPHw6/cSW8NMfnlqevcNy8ZfJVZMoMvMXvJ56CJjxK9dvTz8R7pJ+9sN5+/Y/nw0LS19ZAvD452ZIclmVvA4McyQPMM9x9WqBF7bh6vk/kjcCfEPw2VkpV/KqmW1tEivRG1+89e4Xn9z76P6Db36/ft9Sy+QZgN9zc//xj46Or7+78+j9R6pNlbooaXlsmFGglN1aflh0Cj1m6NbjX37x8VuP7n39VarH1I0CA/3yuTHdkpGR2rL+DG4seZad3fwl2cvTfxFuvfxQ3kAfU3LOobNMx6ZdMaytgLg8uO3Nut2NjSKhtHQY+/Aht53JPGdw2x0Nbvv1HlWralMxuO0ciMn3QTmUoHVEqKHlBYblpzElgq3Qgiopp8fnx1ULRTk5dbtLSlkpvb0ODjk5ZWVMZlpad08TZatAJqfR2rQC76zWsoqMCG1PIymn8VyNXMtzaPVVNF6tqcTS7a0CByzd7q1Pt+MP7ZHqt+tKaHjgYLPMMutpZB7cnzH50ZEJY3zxaSB3CB+2wqJvgh3gGajAacePVrPZatzuVD3JHa/3k0+noyS00dtBKdwKcHw6cLYAWAL8Gga+Q4si/fhAeHhNTakURVcqRIQwGDFbZgoKJg3L3hO7rGG0KIiU4iB+xiW1WgOLjvGfqF7OZL+ZeO6AIIUELf6ahSlCdJlIQOeIyTMbecNobXApgsHsJdpwegXTroO/yOBFPV1UfqLI9jHsUMByAN+DRv8x3wPw5WzvRxtid+vdTyqVzabR/HAWjyCh/s8bFhfBq/3FXGubJIM1jnz3Yz4rDb67j6uru/v4XdZ5HQqZZzHXkCR/wemQAQk/WXz3AtffOv3KwoCk+dkvrLfbNIQcs5xhNPw/ITqdySy2qoULgYiQEvrwu68/11+XsF5uaJ2dgTw9797905+OkP7yG9njDjr/5/hbI+w6Ouoy13zx6M57P7M4NV2rK5dbBJ8HNUXCvmK4zMbnHLM5Abia2ZYd2KUiCsNqEoaLwyqHk1IAsJaY4+c35LajUPqo255ocNsdqDT6Cvj3KFnmHEaWSbSPwYpON9nuBXK7nivjSw1l5ZPj2f3Y8QYUdzqdgXWmRjAHWKFYZ6qMTcPqEaDvFUj8kGiEx8az5cFnAVFlKrCUO0q31z8xpz8haF42qdLZLLPMmpnMg/szJqLBPbdjL+mIWmX0dqBWo8GdjjNRXcsMII2k4MQurl9Xk7qv4w3uJbALTZjxiZofFEQivf02nlmenyY80vp2HI7b6ZyYD9lKhj77aUxc5i9JVAlapGVc8bdCSb9sJhhMY/uu+l6tSSGIt0RHDB5pjbhmBM4xpti02kj/2iuEoZDcvhLvpho2mShUA+rVCLxr+tNMoKE4J4qFFZldylKiYPWo2jXnckZkvcOJRE9rVImJEgmjiVp5pZBvwiMfV25fs0rQqjqpHB6e2R31KuyT6mohn6uN8Rwm82cclZ+oxA0dEd0iVVZnqITZDq47eabjn2ly3iDua49ok8sbG7OyhEKttrk57Yo4ehiiyhzO9AF7Z75XatLCd8IvHJx7MH3jjV0JVfNXzXF25lelvtxw1MVl8+Ztm1euvHy5oGD1aj5f/4Ylr9uR/auF1i4XLrz22jKXnb9aml3gDvfiz3Ge+H7OqVqQmp20fOFOwIpvPjj3tc3W2zcePZ+0a5e7e1XV/PkczqJFpr7//w7Z2fH5ZHJg4PBwfHxMjFRa3F8hylL85jeiis+Kvvn6819vPhgevn7n0tQlph4IdgBFCgyMj6fR7u/++OMmhepmd0ZaEN5h6Mwhh8WDq82u8/f+zRff3rn/IHzh8qpJqRw7u8TE6OihoSIdo0mluh4xsAHt0M4ueV3Sxj2/mLvZCdY8yAVbszpFmr7RC2tr+eRhcfm1Fl1Ol6qC2ZuIfUr5/OHhmBiRqKlJJOrtQz9KTCzMV2aMNLVmVcpjggLtOLn5V9pkAu+mrbwIT3JurvhKac0I/KuSSQuLL6RnDObUN7XKu4NY+bH9soCApiaZLCUlJqa1VR3p39mmjCsX1q7xzcqSaW8PCVvVvuommeZWRi0p07vLX5dR09qU6RvJqBS93XokICBy69bWJtKRI0fwxna1WiSMKzTxFGOWWWbNQObB/RkT0eBOpsfA7Y1Gb4dQJMoqluOENjvAVVFxcWZdGhSJ4nenlkJIWM7FxZygc/t0nYLj6gbWsRIXmhwIoU0C5xg93UgK7gpWDAnvy8BZF6AX6pxl0vFXaTqbhoXXE+bxCmxHha4GEDJv9EKeu2kAGLuZeu5psNx4jUPzTLoP+2iNlK2MvrGaR9PkTGaBHZjpUDGTrs2JWkFnAnKaQrX68a472tmQVQVwtRW8YrzPw08i5BpbWen9zzLqddsY7gCOXcl3fzWkwQW1qv7aZbvTUq9k7Kd2nNVjvvvPrK1DQtwnUNz5HEu3/TbWLnoE+0WL/cBvnz76DSWsIUk2R63TDd77z1xcfHxmz0Zh9P+ayd2OHAYNRG1WVohPha5WdLOZzU4/bPRZhrF3TlgvD3nFnXCF7QTZkYdptMFBtMzyrbc+un/0h1Wz7Ajcdj/ubfC0Mymd8oeff44ugISkTt2ETGYyEbulllo9Yc3HavejgKy/cPErTS2c4xqpEfSJNFp0CDtgbvvesfMIXKLUu+20sVNBL7PR4LajUxKfTINFQYgsgxoNHMmX2DXwL/2aj0CuEuPKUOEDr6e4Q90pl2tvj1oXAP3OS7E/CRdREQCGRr8OZxHItFPbsGZXMOytrIC0RALSmIh3DutORel25MgH4GfcZexgE6olzDLLrJnLPLg/Y/K7ooOT4kmjRnRibBzc3mjcy+YnosGdG4gzuI8wSJ19OGGa9nYF6Y0yvMF977lWUksMbm4jEgKSfrirKdld3iRpPl60OrD7MUlRjTvV8hOF3hQ1DdeIXrSB661uDSUyoG1Dc0gRlwgG98QrjfVqKvGiRqYkK2AwIp7wL1u8piWzNaPaFAN66BYj87EyxQTP3Q557pEM0z33PFpRU6MqonDYkfABj8qzT+TPaKyOMbUlVC+4GhCh6WocqYnhmgI5f1KBQQDcy2qlysB1zzXhpcBVYFCfpkglaPpl6OO9fdHDgWCDE93lqRUURKNpNCKRgCEQVFTeaivtjSvPjx8ezs1NTOQ84RrPqVqcffywdfjmuXNdzv5qf4Jl1Uvgr0Nt55jvvi09/fz5goKq1RyOM3a1YA7/FY+l+3ceTkdm/bb0ww3nDyW8UrUaOe9TnHT+YsvsY/uddq7csmXZsoMHX3ttz56VK52cdu2yLEh2nz9/1ar/mPu+1pEPlHJw2aPj81P6rl3X9PdTqVkgobA746+3v/9+3kqXzRfAaz+wMynbq8rEwd3RMTFxeEN+kFLZ0vLxx97ejx49/OyHv+Edt+C1Bw5H04cieKKmLMEbaHDftix9ZXbCxI34/MDA/PyICH//rq5QOQ2zyZHmzHmlYOPF1/74+TffFY90ZW0tkzPHaqaR286KiRDV5rSC294+5rbbj7rtehQXhxMdrTwpUOjd9lxoPovPV/b7++Z0yTR9G8LI0fl7+yt8c7JEmlKx/XD+kO1WRs7WMl57x7BY2UZR5yjKyvr6BgZqagICwGMvKh9g9+ccyckR6aR9WlnXkcicuhqNUvd2TqZ3Tp28RQbpdu+ukXM1V9XeAZE58FvV3mC3B6iNsmSOHMnKKo6ANS4TXw+zzDLrJ5J5cH/GFGiPyAAZRo1offC7dRxD8KRQbhHPOaaDjYRr8rJYXQTdqZ7sc5C0xPW5kdszbh9NJxStLmLiTf8cCPTjInSQpLAbIiNan3InMKDR6gDiYDqKpZvQn8ohyxgKE8gyEPYHaPImUwxoDrnHZOi6HVkMFHwF/hswUcE0OaWecZ1FfI1gTIWsGkgds2eMlXBk0am1k8nVM9MKOg0sSwoV2mmINjVF0dy9Vjq4jiKw0uC3BvwkSiTH0qW2LTwBEEiQByphS5lcLML8pFZ5pToddbmA+e6HQw4Z4tUQ+RinuKdbL59d4DUx5/OSu1vIKZ+LmDGtb071cH9p2t3DV1pLj5AQGxsLi1Hv/Wc/W29x1Ob8bDfLJT8dCsZ0cVhB3Gu2GVQR8HiOUJqoNWhVQFqaq6uNzUUMnoMe33Hw2mfy2BxZA8wShDf39n7//Q8+uHDB1ZXoW4kfV2p1DuDmaAnEtdkbgciz2We/++TrF2CSW1lBQpyCCk8nfoMscFs/9703799rgvcXwWAmnon1F4zUDBEzZoLbfgk+D5Pc9j6aA1ya6XTYi53GEVlGBNa9P3UIaznOw8Dra6hsaE3NZQ2N2fcrsA8WorgzUWcqgq+j/tQO6EzV59x7aXVg4quhM7UNs+8RVUYOCXzku8uw7lS1Id0eAJ8Ho2M7atbuI7g0aZZZZj29zIP7M6bcDS1wYtQaxYdA8BtubxXjzDxCmAiUacbPq3ktdaStbcZR8bMKC7tI3mq8RXRpUSJSXfE14xsAXlFOIpXiISNn0bo7SS3SKzhbcNKuHYms5eE7s9Xat0mPm/HJLPZsHqTcCdZE+gWV+frXDhBkZnP7InybZCeJLHJ+YvFIjroaN0OrV2GNwxH/vg5i+5mfGCVsBM+dZYItbpdoLyny/qVSiVdfO1GFfd3+gq1aT5bpYW9x4WOdQt2TMTBM/NgnyrEwVh7a1NjSMjBg6qObrMCgS3JhF6MiVElDhHSiKYxIw2l9GonKv1H1uHvoWnR0YOC/0HeHYzqRFVTK1EoqRP6Qey8T9mtPSntjUuKjo4fDcslgvk94d59b55G0/7D1BTDFw63PLzXk2p35/NTUhoYtW1Cm/cTZBqfUBChFXaXnzMC0X+WRfbzBwnoPJNmhXXXlr86fKfCqWr2KA5D3qa/UosWvZmfv379w4ZYt4eEXLhw8uG3b6QMvbNzndGjX6wVL3FevBv+dw58zZ5Hzj32RjUvvsueGIZu9sLyDVtqWUVkzsilrq/9NnezWrdLSkI7LlzduvOhy8LULF1xcXlh4Gbx2UwZ3OztHzDgXl3NLro+o/vynt5ruPHrw3unTqU8kXsa11pGTuwK89rYiamMjo84qo/SHfT4Hl11Ib5g9nm7Hku3imJiioiZItms0hYXjg/uqVbsO/f7Xb35075OtOfWMFk3ahtGVLo6cwOgUcNsdmgSiUNolzG1fi7ntpaK6yW57qdKBkdVUo7sWRIZ/iwuVGXUKRdZueUxhICc3OiZjd46i6ab8ZGxwYGG5tPaqd33nbuaQfXD5tVqHSO/OWmm1n19GBoWSk1Nb29Gxd0iFcu7+16VS5YiaEslo7I/Q9gtIvmr/kaKTutYcSLdvatHVCiDdrjak2yEmY9xvj4zsVHXAIzPLLLP+NTIP7s+cwMUhWU0KRU6WPdy+Bs+hRVltvOJOlm0oEcrkl/A78LpT/bhyyESfNHo7CDVs4gMhEVcGryQWKR5ylriXF5BRLiTA0yAnrxcyoCLcbUD6lPv07ue4grH+VEKLHBn4ptSdOtrHgb3Vif8k9eKQo8BzL8FsN2KhFQIAcibabFRhLPhTT9Hhr1yYqgjIzgocyk24sDBZKIoLMv3RTZUey+HLuEnrezow/GQ5k8U0JU8EdmWXVfe/wXfXiwVkba1VJdZgCb03PK1tKTfviU7Xl9yybXbORdH1X1iP++4gNzcbG33kG7WnplpOBjsumdCcus1lvc1yV+POO8jLy80tafZGnxMGZxvphPU8H6fZx1wTLNfNKE8+I+WyrnB7bbUANEHEFLXDOV6RrZSel5Lgljr7uI/PXD0tB57iQpsdbquNchuflDM5Hq6lhIJ5n9mpunv/zTdRmD/7zM9xk+3RrGp2JZjQaxy6aUHkJZZJsNBgm8tGNz1UXy87cjQzApWKOjjQaFO/ex5z+vyj99/KhPdz0DZ20qKRYFoGsFtGC0/1ImNuewAcxmPnQRrmto+T3D1pVLg4w3CQYiemFG6xAVITC0n3NAy+nmUVYb+BnIJB4SN5PfZi6E+FlQHo44Vy7gjqWMOjG6gyqCI2FKPK1LAHechlX+NA5W3C0u1NjC74f0K/feY4KbPMMmsmMg/uz5zMg/sEmQf3iTIP7mMyD+7mwZ1AEwf3m/fv6gd3V1f8O/0kg/u7b/3ZPLibZZZZTyvz4P7MiWhwj4Y/GU14swUCmuAV2q2gRxFBVuTQ3qfEqcZ0JEfBoyzCg6vYwxcMCsX47UiIKxOFizLJBQZJDhH3+6QJ0yyatnFfNSQ0a9cziFgs6FuA2kFIsBWomt0KbwRRaB799WYCaEVoygAaaD8If1SlJo/ucDDhf3uaKEdyMwCHapkzmlsH6JUQ5mebANCZLFhwZ2uLQrhcLtGmxoS6Ilvg5UCZXhNeO2I5A3mkGtYGoPHd6smZ7F+oaFYat9m2h0cFXBMapeqoclslLQ5CzKN6ye1lA0/m1xYWrq7jcR6PsfbUbXN32jw/BWy+iOPlFuK00TrcMMBb29xwTTVAaoxqnZeH229nH/VZaYDD67XMer3FCzY3Zv/WNRXqUJfg7wJffvRLtGbbYsPTVTNU2NOl/fA3t5dnL7dZaLF+/LdaWDg5ublNxOcQK5fVYauF7wEBgCh/fPv2vA/Rjlys8Yf2YfshNhUmWhT89oRg+nPuh3y2w/3Snc5wxr+1kOnl8H0YHSDaJ9twC17/+sG7gIhn/K5kykoUffHvGqpk0tCOlmqgoX3sjIOw6xCEHBvar3ArYGivZ9hiu/Oj34LveKg1FZEFWLYtMGXnOBQDXymayUYUd8YIPZZsj/Wnkng8e3t9zr0V2E9SrD21nqHkFsNfB0SVucWkwtkXdabq34Qch06M5Z5JlG6PYP4knzWzzDLLqMyD+zMn8+A+QebBfbLMg/sEmQd3pP+lwf2f7J17WFPnHcefwkP+ILengQWTEAkQgrHJJEJiUiBFDKkxKgVjDLoiqYIFW6yJF7yESrwAAiKODlGcBC8giqkF6kAtIlDF4oXZtdq122xp17m2uk2t6+XZfu9JQG45J3jp5pbPP17Oy0tu5+R3vu/3/f66H0fhfu8eKtxf/IkK9w//5incPXjw8FB4CvcnDlSGynDCVnphbZXCZLs8jjUTxesBmsExwRV4o8vjAHJAnOXjVYcoyb1qUF0xCug7aOSX22BQroxqSEfB4XB5ZfDVRuBxSaXJIb4BP4gbFceEATXuZqWj/qm4b4EDFANjIbylQOjY+yFmJY9oGELH08NXaz1u/v0gxlq6o8V3KWNMrU0F5E4oBgKpwrHEwDvgcFB6NZVKHxLLMRbAtsC8DH6qhwipGQ5EiAubGQxU84hENFrvT20LSOBtwLwj5VjORzTFTq1idDFNwlZ6z+Acd9Q/FXbmOn9owaTdvtf87me4HxvmbQkSTA39FRTwm7ARL457ZfIU6JoaO/K3D+dpwW3vV0PO+27zf97LL3hwIY+yblZ4eXmF+R/yRcyAct7J8EkE5Ey6gaZhFjHKqbVYvdi+T14h+vrunRs31k5e6wXBl0Om3esV5rskZOukBaM9IteQORtoiVga+fpAG5NN3xC6G2sU+6bX5NAJrn+sl9PBlsGZamRp+Quxs/VZwQTfsHFvPjXTa9akfmcSl5PJzoPIlRxIQx/FnpXG+e7mqZxK0jd/LhUPPuElZDEWAoPS3O9fLh1FuyN63YkjyZ1CoTmL9h468rZYnPfE/V1T5QwDnGZRYJgxQo1tg/uA2fRz2D2KGYLCMtiJWIp7Hx1wJOAzmWL6RqznLJ9pYmdhqTINcIuIOqQqqCoswz2SoqBewkwyBGV7YGAcQeNfDx48PDyewv2Jw1O4D8JTuA/HU7gPwVO4O3jiCvc/yzfeLLx748aNe2v/Zwp3iqdw9+DBw8PjKdyfODSwHLoRWwwdHbTn0MJ33VsVdjMpCHZF0uAanIXXerKbsHcqSnLPYuK6HPh8or2RqOJWiAx4Q3zSIIG5Hb/+l5DVUAxUE9SN8XDDg7upF9HLaYLvbyKzjKN/qhv7SWN4+2DpHX3VEoHeVUJPkAMdTwSTut3mdGylu2Pv8vrAZOLmsIM5LayBVyRPSPiKjARVGDkkLSP+IUoCAa0e3SZSqQ/uuxkFoRCV75WQp13C7nngW4uHIoMTRS9jm1C0OZwHiEgqVS7/7rsvYLMl2m45Z/LukPs7NueFb4UM92Cs/F0aHDZ+WuhwR8t8wQuhR8ZvwepZrEj28vL1DQ11PwHzZ+ELvCeEroNCfQd4Wry8lmPbZofx8ccffPDpp9c/+uijDz/87DNH5/zPPvzww08+un790w8+/vgPQ0a/OG4TTDQFpnzOezORjWc0JOR4IRvbU0ph1TCSoddobnis7yEsAX/pZH/X9ydpnItYyX6AVcgXD9xgPxPiD3co44IPhU5y/o9OWAo7l6Mh6r+RN0rwLJ1eWJ5Eis755Jvvpw1uzabkdEAAeySkpLMHeR91whJn0d7fhgAluWNFO5PpsGelcbRgVrRQ1EwrdCdFOe5n4BVUUDs4Arg7YVNr0QWc2U1O4Jx0bk8tIeuggIewesw4xkEnPTofeDw+1jO1LZAmLHduTi3m98HlMolSwajATDK11CanY4mFmWVc8uBbyT148DAWPIX7E4encB+Cp3AfjqdwH4GncHfwX1e4f/L7/7PC/byncPfgwcND4incnzhQ4b79suuekOTGIlKk7YLL4z6Z2ZfgSwSvsVFrjYLU1oGzB5EX106KjHS9QdbHx2rQkuxVJpwRPgYDibR9O96IjN4GUnTS/gy8miijJA/uU/g4I6AfCk0tJelN+E2YyCdLSZGqYtwxPgFBV85KowvZuB4gGJaQr6lM0nbhj0LtXKr55hxVIp4byEEAp+eqdH1bD/FWVphUbNqXo5Cdw33dBlAqtdqIiLy8wRUFHhJy5sUuY625sGAMVXiQYLH18vbaOpl6w1j7oEskaWmlJnN7W1sJW5fxgLYU1LXGYCgvd/SxSXjQaYYiECiVOl12WV6xTV7bXiO/nLgQp6/ZYyEgCNotZWSQyb29aWmLOdZMQ0c1u7Pz1q2NG1eu/OtfP//81Kl//vPLL7+4ufpOfSm9pydVlzBv4rzw9F9tW7Q8+Ddvv7F0k9/ag++86r1nIAgyIODpp+fOnTcvfOqqkPGH5vxy6dI3oE9TcPDOnQcP7l53LJaotVFAQNCzTz8tEQgEc196ad68eS9n9rS2tv7YeKPru1tf/xn48MPPgb/+9ZtvvvnnF1/cvPnd3Tt37t37/vstwCFg27bxwPlViND0o+Hh4S/sgXnmvQRTCp59NsjtBmCImJ6Libdkl1i1Urm2KzG/LFOXpvvXr97ZEjZ9+htL31ix5fixoxMn9remGkyvznCuQSa1s2pVhaWGAt3sXAHW+erl2PE7V8Brcm381gXzng7ykehS2Zfl5jpFRaGJZo1SKrlDTrqMjO5uuXzNms9OfXT927uveycM7AzO1eXnye11p6gNptNRygyJ4/913SUwWbu0wgStvrC7JUmPWK9a015Xx+dbrWRyQIBOV5LXZo+MlGnLUnVkSUDrOZu5/ZT0aqOB1zs715Aosq+PVNhKTheQeaautmURdVdFhjJO9uXCNWtyLDXlqdn5V8xtEREWy8WLNJpCYQH4+0tK+qRJkRRL8f7yihRLZKW0prxBGpGUk2Q5o91XZ8mJJlGu1q6PiHbcY42C3V5W9hNu1vbg4f8aT+H+xIEK9yY+TuHOXI3v1kbZKCSSa8ke5HJQfNrw+sUX8CClmIRXuGNJ7lTczv9CITJF4o2QkAvh1+DnymRg9m8CxbgZOniLCPJbyHSDOy73ajemgmpYeNGdydCGgzMQmOx6x0I/AeQo0MsIVwQcoJWKlLFq7u4W7kgSzAP5nMojsvoPQUAugQ/uGVGZu49qMN20WviNl5k60BcfGDpdJHJ0jn+ktvQCXiO/CdYE7KDK0oTuv4qPAXDf07Np+Uwmg0GlLkPNFoC/gZT95ZeF3zGvtIKxWYe9/JNCj/v/AjOkvznOb/LoCe7Pek+AnPSw/pz04ODJk2dMm+BNVLgPh8uJ2kCni0uYd7puNdTs++1vI5BXGnj/ffP7X8i+/hr2n97YsuO4r++PP/r+iJnhEUcwL3zspIFupA9GFJ3Nl8GmoEhKlojPPgkZ+EGC2yFLsDiYF8e1jD8f7uIXIK1dDu+qhVLOMAxq3z/Vexe8bm+OC/OdIEAvRQYnm1kIQjSFqqeVjVyFIpNpNLTW8/nn1//4u8Ox4fdfvfumdNqg/Sgxziz3oWp7DQjlA2o7h3OZgWzmaA0KtUdYiBnTHTnuEjINVjpRFEwpRzmQK6OlZzpT3COpWk4UtEgAkZ1ySgigjRooCIbNroWlI2SY12K6u4KqxR5dJKWJ0QRrAihVRoq53F3AYuGvenrw4OHR4Sncnzi6O80kqa3D5fEMdiMpp6/c5XGfDOV2uNIadK5Xv3u6RCR750WXx324XLOlkpRd4LqvjiAhjxQdqXZ5HA0RwGannAwc9TMgwGSTkhq6XW+khTG6HlJlezvOCCAtvpzU3obfhMlHwqkJjKwl0rSViwstdcuaiXRjAZqMlY23roEhITfW2C3J2Xi2I4yAZ+OEFouUqnND5+YKWk2ysWjufH5EhEof46YQHSSIEZeYWe0V3fgbfocAbeB7m/fLD9SaNdljqvgRAkGBlbnavMxsru8m3srrAokkIeH0ab2+ttZs7sqz6h7iHmAwXG5ublpaz2lTYqG2ts6+Uq+uPxeHc3I9TgICJKB1k8lKZW+vTrd4sdXacfHGjS/+fP36N5988s/3Ly1bY2exVq5cuVEkktlsDXe++/rmF3/59OOvvvr7t6/cuffD60M8I88+KxBMnLhnz7Fj77yzZctbb7322htv/OY3r7xyLWzbjt3rvGP7d7fG9PTTDQUgolGPKJf3wa9aabevkW60yWS28sbGzsbq+u7usrLFwNS0qWkJ4b0JufPIGRlz5yI9fRCSZxFBQe59Ikdg7TnHVuv3rbSvqbEV55UaUnVpCQkJ/9q65ODa4JlLx70WPGfXO1v37Jk7N2DEL9Dpzp2TObX2+otRut4BOfzlWN8pfr95+8W3Fu2+vUfwdEBBN1tfYW9fVqPWnM7s7YWdwIMnC9LpEhPNZqPxm28+/fSrpw7NmjovwDnA2tOorrEva9fyhVadUuB8kgVIbTfWsWymhU61naujqwtBbZfy9zvU9owMNttuj4gAtf30bGVQUE+2Xs5az1rWaUpNy5XQzzWY7Rb71S5DXELB6Wp52ykLpWl/R1pcdadZEWG0Uy+eoy/UlhuNlZSzZ8XiwsK6uspKm42dXy5PWV9ZqT1btNpcux5094qzFX0pETkkaU3TdmlETqXFbrcbc6IrXentlrNnCwqGLjV48ODh8eEp3J84ToJGW4vTUBRJ0JD67fI4aJ/I9mgAO6Qr4iAVxc6vdnkcMINAU8YjSnInEMLRRR++j3BG1EPvPvxcmQCyFelROCMAJUfrhjUd5fEQatoCMMxTKOcIdWM0GWEwPAKtoBS5Yf4O4qRixnm3slFSaaqxaO4oMb2G6n6/w1xeNSRV4C7KjEY2ZEMjpzuB0Wg0MsgmiJqmUBpxWv66AQfcvagla8NDWeZHASm0DCwCWy5KZG/AObl+SshksXDXvS/+cv2j3//+ww9/n/JXZ6WloCL0q6Fw/8un1/+I7PBfffun748M7v85QHh4SMj48X79rvenVvhN8V8yLX2gEWsUiijBoDEdFGPT90HEirOwCzwD/7bBkRIajU53aLM/72e03/mw8OhspgrrOKugFjMNmIP8WUFsyCxMa4f1g8kHQ1zkyHA4bDbaVQHhKoxm4eD3car3u14z4Yf9/F/H1PZ4WiME++RQ9vEvckZ+KoM4HD4fKdrfvP/BB6+N8512X+Xg0bsgtSUJ0lsG904d2TmVy8nGugYgWzqmtjt6GzjUdvTxHZrjjk6vHDjtO+HpLqaXYLkyVOi60J/ibhO28uhwWYI3hM/n8dD6EwpGahY6UmXO8huZZixVphxbpXB8TJBdnkLgbofpPDYZDx5+OjyF+xMHUeEuEXeAki11eRxkuXJLNKn+tOsKyGoqJlFsnS6PA6rtkSRNqevu/wEB1VftpPIeXHHVZiORurvxahx6dTnJXIhbcQck2OSVld3duGOCrtjao4u68V3uAprJDZd7gGH11UoRoS09KLMVCeQZhBXc4kytZY20mVgcD8rorq+MtNky3GhwwhXQQXOX42yFGAKZbDLZIytk7mru87nKqJO2M0ZznlvbZfvhZkSlFoHTnaruJn66QwmAhkxxqcUNy4xZctqDO8mDgpRKq9WUuE9Ra1fpaQ8u3w8nKCgjIzchbbHh4uWi7eZae5a8OLE5mzPWp/mICQgA/X1iQsKkmOd+XPunN//wMfDVV3dvfN9R0tnZ2bi/SyXbKJfLf/v+Pz77POKUcY0dSeQDSOVUpJw3NIA+DwL9xoo///m3X/7jH59RjMa6ujVrljmH2dcg+jbKVOVVVVUN6iJmI0yuoTV3dxvKrAVIXU9L6wUmkieS5wokkseozfJ6SkFpN8Nj2ljF7yw1ZC4GxZx8+2j6ul9P2Ylp7UtXhB1fdzt84kTJ8OVCkMiR1m6319YWYlq7Unl/T+6C2HdBbX/jzZ2L1h2b+lKatSNPZa41KsrfM3XrenMFw5z3YExXF4JM3S77Anba/mH58tDNc52/Li67SK9Yo5A28E9akUW9X23PkyucartSgF4fri4174LdnpRy9rK1oF9tN5tPnaqpKTXoQG3n9RTrFXUH1l/g0wtmCwp6iuTS9UYKwyROWxxzUb99jSVaetZkzRRXy6jr11fW8jU9wpLO9vZIy1W5gWYyKRRJSXa7ydTYqKjLyTlgv7xfZWs/lVRZY7ugNluSciwWufZqHSUymlR3ddn6JHC3J9lRMT+cSkvtxY7c3JErFx48eHhceAr3Jw7Cwh282hAF4PI4UA66Chsska4oYBeBaRN3wyfqnboftx1mKXTZJEhyR5pPfyzx6CDlmChXJgFUKZgGdwxI9ywIYMevtgXuGdPRG0BsS3cI5Gbilp2OZqfEEr7jnc0JDHRP3IqHVy6LcZJoWD80yAlqC4xyW3PnkuMgR2MNA3cXw0iUnEbQQRUimhtPdwRp4O5Nwdo7PpSTnEzOZ5tZ0bDEUP1w8v1onBYm8vugvybK/C4VRj3I03wMSASrjmyZvBQLa/n7tzfu/QBtWDFpXFQFITQ1XypOjRbOHc2SYtL5ADX7Ll1K+Sx6lKFgcg5swsaoGEXY1PXCMtDgM8cWPvTQ9EAPUBRvDrtnqHxQ2h3XuD3QHfaQ1yuY1v6G36Jp6YNand4HJHKktaP0FsYwrR2SZLz9MbV9p39o+M8gSr8Us36zREWDWp3eR0JvRRclCuXmza+gZ62X19GBzq6nhYXw+A6wLgxT21Hn1KFq+wbMlm7hMx3XEKS2IwGfSj1JRzcB/TnujmSZKHohfOqSKF1wjevPlWnj08gcugbWxuD7gFnKiYPdT6DpBFbQxWw2mgrt92Ay0atlZyWyocCHv6FUmavwJ0qVMWPu9pTAWuxPy6iqeyVF6s66ogcPHh4dnsL9iYNeKicZFa59LNzMVvQ9ihfgVtxnIXWec11TLy7TkCLtDS6PA8zV60mMIjw9XcigkprYuJJvYiK0/eDjVWG9MXxSkrEE06BcQS7VkEh6gnr7dEcFabse3ywTpLQeaKcoiHZZ9XKKD7Dspb34JUmARKcujF7Dxtkp4IArWaiRR8uKyogGQspkTFGxxdKJuxTSjyChVJaVotK4aUNPSChJrrUUMmIGogPxCQjKsIoZopSr6pJe13eAI+BKonjVRTZWn0xzmtgdNAyJJCqqzKCtCTQzIJzvgYv3IJBWe0CZ1Zf3Kcr1kAXS+wira7KSE5PZU2a4klesrzA3yRv4GpqYR7iD4TEzf37uvLTbJ9JnzFq7c/qbbyx95ZXfHf7+x1+lZlrjeTxeZmZc6ukN4uYf7t24+y2kNF6//sc//gXiXu5cMdGGcO5cfn51NXKxMzvBH//1Vzch1NHJ36HL6b3vfxBm98RzEGnKXDKZnPGgJvUxIRCcPt1MS+bLNmZlyUTFqzXs1g2ZvBhOzOYTr077tf/aPy1/a+/McXt37pr13Kr0o1P3COYPfVQBvbqFzWpGU1NWllZbUpKaGgXxMPcPv/zMjHe9/GaOe8Xv0HPpmzc0l6jL950JlKk1BrE1JmHoZSBAkCsW6lVZZrOZz//226++evvtbdueecYRXJMq5utrzAqFOrm1J4rT722PEWv0VIWUVZ5c3ROFTcftjdfkNWWlSGUMw8kYHYzjisUy2cqVCgWbzePBHobeUo08i0KRy86JCzi6NBNflmWM3M6ohgdEpxU1SSm1gQ35rfHZJcVZLEtdoMjQ3MEWVaxMiTAW5RmatSKpNDpaqzWZqNSVsIdZxbhQeEZKoVgiyhkVTVJ7DmlZYF+fIiUy2nLgwIH1lkjQ26MjIkB9H0603CY+rXRLSfDgwcOjwlO4P3GgyBAKy3VbTtRMFAp3PKl3NWgrRWzXvpHZ0EY0moKzv9XHhw1CjZaBp6eL+TaiJHc2myjORIJZ5fFzZZBQDjoUzgggii4DyyaBLO+jY7WDy51OMMonD8QtE6GNGcX74Abq95MprHDjsSHQ/gVwpRINc3ASuh6OQXNH2fxj0dzh/o55FuzLF4jj6oeSzVbBEgPjQZzu2F0TfHihOSXOgpFb9NAviJJA+SxmxmHhHI8UJWchuxhrPllLZTBpg0K6/5NIBOkhW5wp7tP9tk0LHZLZMnfShGmzJu986g/I8f7xV3fv3rvX2gqBMIMZ+GfzD9/fu3GnpeW1fuP7UyvmPO//7vGQE8+8PDKg5nFDJguFJcwqWAREWzX4zJPOGJg9k16H2PqWcSB6Ay0Qn+M9SnwO0toL2CUoBx9p7SOj/pHajrJ1Wrye855KLmMzINacwhIxhZDcMmIqci/0DGiH1YpL9fWHDz/11Lhx06b1H+ymUZ2W9MErPQ61ncJiDKjtGU61fQ0j0XlyCWg0JJEHBjouTmjtCa2RyBiZoLajcwLZ+UUg4sOuBuZG7HPXyYvB+hzDs6IWc6xCE2w5qIQvjlJetiPyn88XClHiDeqZehlLc0fyvQ1i6x3udjQlcrfD7wVyRs2USRK9R7ym6MGDh0eLp3B/4rCKqyCvpcTl8fmCKLiitmfi2EIS9XWkwk7XLZgkZKj9o6m9OA5g8ckUkhm3i1M8TU2y23CtFJmZJJJUilf3BQXly1mkwjK8Ii9IGR8RQaH04sqaGeSuA3UUPoH2qWTmkeC7G3cMsJC5j1SeR5TMKOFkShX2M0QCPlJpNbI2yq2F+A58BFcXL5MZjUS+IAfKKDamubtZuiPNve2ASpsa424dK+HElXQdqLWpeHixPyNQ6uK6+X2BZm2jGHclZVSQZE+DzLp9WXq+4cFVd1TsWa3dhuRiW01TU1dj6+lHKopzJbN1UdbUDR1s5upC2/aspo16PpMm5Lm1sfixMX/+3HlTF3inPzdrV5jfzE1731oeNmXW7vRnHOV7kOSlPS8vmOSdfv7HXWtfmf7a27+Z/krLtWvjxx85cvs2FIRDeCFt6u2jR4/GHvN+dd2MWYf8r/n5tQTPhB/wW/6LnV7Pv7vj1zNCVk048cxUyVjjI8cACOVicXW1Wi2Xm80OpV28gceLSw0NXRVy/N21XoeXt+yduXR6i9eibUu2escuCJ/3s2eHmdFjeJjWvk++XdswUmuHDalOtb3Fb9a0GT/U79fLr0Ik/GX2wh4rR+lMm+kHhPLqRFmFQlpRdeXKvXvTp7/99s6dr766Zw+6ZxLSwHuv6KtZXVLWszih/3NfIN4PantgjT6ZNqC292iKnGp7a9RiCRfUdqFepFDY7cnJmZlksgCmkjWlpCgCqw2ZUUpyd7WoCdYJ5Y2GTE5mWaN2+0r7AVlyBy9uoUl2JsV4QF5SL27OO2uWRtbJbbSOzrx9bbD5Rspmq9Vmc2SkVNqVrLXV2kmkM3KV/tLK9ZaIiEuyLHsd2CmXBdYaQW7HSvTKERnulSDfJ1s5P8maigcPHgbhKdyfOJB2TCLhCbkcOI6bjqIBq7AW16W9AabYPkpUwgA99BQwRuLVrlHCIgj/3Y8zAgIckMiFL9gaCHNlQPpFahRR3AqSyRkE2ie2PZVIvHcsepwREQrzWFdXNwR8H59zEJosYxPZ5hFKFLrubotCh+bu9v5RlJa+jJWNkxU0HKVQA+K5lCiJZzgOEy5yurv/qwbBozNAdVdQ8bZpuEUap5RZAxqoXFTqRqzPAxAFQSt6Z/tJPbMUf8fHT8TTghMhs/z9MBl6HHRP/ZX3C0OO/8w71Heb3yZMpH4xuMXfPyQkPNzFXMCeSekh532neL2FxcI7mOk1Z/IW3/Mhr3sfFbh7F/gABEEmOY3PR7Z0pLR3MsWY+fvlSRNCz/s+j4nkjsWFKaO0iHUg4G3AtPZoloLRNVpb3Vin2u7ndcSbLtyPhZsPbXR6Hy4nla+HjPQk0QVxme+76HdPnux47VAoUhvsqwikVg/ZoAF7eEDRrqWuHrjCZQw0O010Xn9R219om4EM6eifsJEcs6XXUDNhqUhAZvOh6IbLEYoJc0yHxPt4iITvApHcwmoQZkM4DZrSKLrFS+W/B3+DnTJ0uqN7amBgPY2KpcrYwN2OprJg7nb0PwqqAnO3j040yPduX1s8ePDw6PAU7k8cjsK9EaQYVyxOgvXYMpx6sTTPTpJr8QrKHqOFdOk0jpCq49hJSZZsiWu5RRmlIeUYu3AeJ/QVNBpzcrKj8IL5NpRsJNUQGMB7y8tJpOZm3DE+HavNpIoS/GB1bsxpY11KShRBgZUQUwSe1PooIsGXXF1CshQWEowCrNlao7TGpCM2iwpSU1mswMBUt6zrutREeZZUle/WYBgeU62prSvXn9a5K4QH6TI1XVJzlVboZnyNA25GgVhTuFFhU19JHXOmO7yss3vEmuRyM7Wqs75H+RCVoSAjJl7c3VikElEr3surb45/mMlGgzw7Jn5Da0dpYlHxrQaRrEp1drWmVJgd9VjuEtxkftC8l48eC121ZNuinS1Lg1f8ImzKoePrQo+GQx9QRNDEPZDC8uru57YdmnNtxYq9e3/5y0WLduxYt27z5vAXRp7umE5/23tC6KurjpyfNf7grufnLF9++K3gvX6Hf/nLsLW7dvkfOu47451Vr4eGbt48deoLQ+8SHoiMKKu4rJ6dx9eqqqouXCgquny5pOT76u9/+OHXS2Yc9F+0ds61w37BM1tavJ7fsm3J7tfTj8Uu2NMfXtmPRMdrLs0rQoE5+sJETffJ1LjhLRJuH5024/mwFpho0ZYbd86eFVVsrNCqS0oXphbMHu4PIWdm1ydqVfuo5SoT+4cf1q71g/6q27adOCGRKJXNzUXqmsCqqrxkcMXrHJ8xriRTaMoTyfv6GpJLxXExaHWTq8zMZ2pt0iy51lSamgmJVBlRvP2d8n11y9Tq7u4YOFfEYjVMJWXxk0+KEzJSxZ1qeZuUVZzckc0rMGj0crvlkiq54yS9Q1Mkb8uRqvgdpfXMW1qIczyT3HjlytnCNmnS+kJGYqJKJZUmJalU771HlbcbjUaZqu9MW5uFtFJhvnRVSsmxGFmK2hRKTiUpJwkV8cOJZG2szy94gLPXgwcPD4uncH/icBTueLbvxaD64EaI05grQfvBq7V6wBBpFuIUfBlk5I4sw+lkySWXwohCfFEVeSwNmE7mCpSOQpQrk8vnE8vQSCYntnwjlzuJWCRH4esoLhkftN0gmsUiGAVIyEWglHVBY0c3QAqje2YZh+YudV9zL+ApQEGnjUFzF/AMIFhSmK73XLggDnO620YN5XADHpai4dAZH5LTwmIIYEcxMGUPP9locMnxQjZfDylLsBIGyjubTpQl+lMwKXSG/y/GvQmyMHRP9T8eGjskamW+YF7o6+MP+a1wqNbBwUh5j5001BsynBe8Q0Oe8902+Zrf9AH1/amnXvNb7jVn/A7fJSFbvY9NmoQ7g1uQIRVFI5LBmQoNHEQiNlssPuGdHrrE96D/HC/0hBz4eR3yXRc6VTD6YxbwxPxCuMpFstr4jbxRXWoTQtdi0/l5/firxMt9KyMgOqeTZh31yqsUloKqHU1R8PdzYkLXBU+H1Yrg0FB0COW5t0PbCy2jbFALVgm5m1kBH2EFNXHgOtKvtksH1HYyfSGcXpWU2v4THsXBVMJeFCF20XR0TZUG5sPak47XidnSNzLF5MU8DSTMw9oAs5vcw1RjKe5V9GzhOew1Y7GrHT1TUTvW/lSZPFgRQOp6oNPdbmT1YX+i7qmjqe4PsLnFgwcPjwZP4f7EQZ6th+tml9W1TSDtkoJkrMcp7egGBelALV7ESrwc2rPW4+wsDeKeMVaSqntcVzoBXANrPSS54zpYVCpYPDDhbW9KsPKTjKwreMK9j6AMPPk2G84IICGmMOmAVKPEr82Uq9Vo2xbuGEDMbiJVFBO0YvWZnxtl22ixjLYEP5QgbpmpipR1diHu03RiMBiNVVU6tzp/OjR3bbM7LhyAnFuqaYfu7dlR7krP83MXG87JqYHy+nx3Hvt9lAXi/K6mGrlec5LgLRkV8mx6d6K66oxMy8xPfZAJ7gOe++yLJn5hubxcm6dpBo//mJ4IMQHcXF1B3IZWQ6nGqbyXny3SVAtbM+Mf9a8aAy/tWXAsfdXuJVvmHN60aa/ftbBd45/bOiH2Jec7H/T0nvDYzemhu3dv2zZnjkN5D1t78ND559InLJg6unNdMvEFUN9jT0xIf/XIr95ZMmv8lCnPhy1fvnP5pr0rVvgthwnC1q71B44fnwFsXRUKHNu8YKoDfDs8V7k4VUwrZSafvVBVVS67WX4T8fVd4E9/Cgu7dm253969b721oiXs+UPbji9ZdyR0Quztl/dIRniwlZnifBNo7SqZSPVeoqn7ZBwvd9hS19NPx27+9Y6wa8Ezlx++c+fmzQqbTa5S5Zk6WjNjyNyhE86XxIjP5XVV2OTl6rx8Wnb2rPHXfvHaG89P2QqtWXW6/Hyttq2toqLElJ2qm92vtmcLS9QVgYF9F5Jp4nhMvgcFvlmDqe0XTDSn2k7XJFdR7StV+vxmpLZnZubl1dS0t19QG1o5s6Oi9ufJalgUrZrWyuPQm/mitpRahdrU3dNK6xT1wd9VpmpDffKtQEXOMtVZEzO5q2K7xaII3L//woWKipwchaKry2YLDIwk1cirqgIDjRajUW6T1ranRJJSYEXRDn/mJCUlRYLqPpw1qq7WbOIeFR48eHgceAr3JxDkTcRza6OmnbgaKI+eBU5GPGuJFeSjWiaurCsHy2YJbqJ2K2iMFUK8Daw+SCo/y8drg8MlJ4Lik4wr3EMCM/KA4ozA6IKJVnPw7SjI5U4YUeNY9mAFlhINg7UAsJQSrQUgdLwu8KZq3Mn9JpMh6YHC47kxFEAaXhufwEZ0H4fmXj1IGiQiiMxhaB8kXoJLponOgATdOEo4h1sgR28ESc6gEbynbtDL6XDqn6tpce68CQ8ClxwlLAXlHfmkKVQRs0QoHutr9siZOOnI+MlOgTx48qFpW8MHJ82geENBaOj9vqlvjwubPGPahIGuqa6RhMM22GnnfXdMXuu1fNzbgxR4pGH7eQGHxh/39fVdF3LC2wH+pBmceFq9unDf+/DqRf/z/S9u3r0D5brXW28Nnnh68C+93vVdFRo7yfWdp05Yz6gCrd0CUe8a3qhmD4Hg9RC/YLQLIGzRvRIUtHKAVehiQYZLzmQXY9OV08rIueFHvX4BPzfO9zwK5OXxHE7y/lanzunJ+Uw5uMgHb9Pgkk9CDBdS29nO84FMB/O5s28q9jFxhMCwWPVY64seeh9I5Basl7CATMPC1xXUDk4CTNQEf0cnlhVS3LFsI2Y17yTmc4+kiugnse6pcJWj0RypMloGAwupQU9SARI+mugqnA1IbaeMqrcTfDd48ODhceIp3J9AiAr3hPKNJEoeTp5LVNwZUnROh+sBPpwiFenAe1dwRvgwqiJJRfVpOCM26GtIZzS49vQO6PK6T463xzCAe66iFp4unu0cugoqFBZLJu49go9PdcNVUvlF/EHI5W4kdrmTZ3eeYRmLUokWiwUbFhqNgYHD3bMjycjtKOyzqKoJngKCyzWZKBS9Pg1ng8F9dKkahaJN7a6XnJxLq98ubaoypLotp3HBaqtmsNqKGomf5mACuDHZtCJRbc2t/ULC5J3RSIjJBtW9vMam7XxY1V2Cud1NyWqtTK5S788XE+5feAACuBm6KFDehbTq5NXFDH1Dha3wQl5n/jmxeGyv3COE+9LLsSfSt74za0pYy6bgvYd3Ltq1Y8mq9KmQhOIgKGjPntjY9HSkvK+d07JpevDyw2FhU/x9Z6wK3Xx07tOuPoNBkp9NnLdgwe1JJ0CAX7XqyLolvrNmHdzyPNDSsnPn4cMzZ+5d4QfsBB3ewRQkxg9j15R7a+/d6LzTpb6l1dqgd+v1Lz/6CGLmoQHs39/4dvqmTTt3trSgSXfMWgIq+6uvpmM6+8SXRhpkuJKYVGG+putCha1CW5xnqm4tG6m1g9/nhXXrDh689svpSyGG/WbNl7/9bbmoq+hcNz0uLWP4pAJdT35JoaiGWqVP1rSKC+LWzVi0dubMluXv7L5922rVaEQis1mlKi3NTlU6mxIjtT1PTQ1su1QIansUpsFzJVbhFXVVW9aZBlDbrRkSWF6Ir99fRU0xg9reEV8AWUpRGk1FRV2dStXRYY3pVdZrVFV1lgqVKb8nJhuc7tS2dqMKJswWs2EilnFjkUZIY+dV7TMuU9hMJVc69SKWPclYtPryZZUspS4pSa2+dUsut4DKLlPV1CikOaC7Q3Z72/qc9Q53O3TXthgtOTkj9PYcsMub4v8b9ll78PB/iqdwfwIhLNyhax9ugHgMbx9MgaeZoIhuo6gRZ4RPHog0DCaeESYOJCQCsZdOR/5K/KoF+bRVRF5oKpVEIrKknISE4yY+0TZKHVKhiF3uqBUrUdoN1GrkAjQdcSQkMn3L3PDgY/B4IIRRrG5GrovB7ionev3uk8YpBIUxeUxNRdE6RTRrnztPcyg6YR48k+34cf94OHI0sh6F6o7WUUrgsxZJaXIRG/LIINNPMldjuieKMylGXXWIfuSxIgk/Nm2HVwsmWr8ZvHz8Eu9nhg9Byvus8Yf9HJnoyPiNlO1wFw7ykQRNOuo9IWQdSOy+SG3vl/CJ+MPHH3z6x48++fCznGhS9Oef/f6Tj65/8DE68OKL8EheHDcOTYYmneB9lMCBD81+aYmMCohaWR+oZYM0PfqwSZP8/cdB5s7b4+7eLZf9Fd4jGSPfxcpiLq/ZaUpPhn0L8wWTxi+Ch/am16LwPdA9lY4uSshHTh50piK13Qyq9lC1XcyUYY1YS5xqO9cZBFPrVNuHTZbG0WKh9QysaypyuueAKb0EJkyl6WEiCqtYGOdMcU+BFPdMNh987tHQ5LSbnQg7oGBvAMrjQWU4C3O3I5Vdy6jCeqceGHC3G50Z7kNBdnmi654HD/9m7+zDmjrPMH5NLvMHSU6uBhrNIZGoMZqaTGg+TGrAGENqjBrN0jTUDs2GKNHihG5BCzTAnLCQAS2VutKN8NFQJqUrsE7KBgqpUFFk7qN2X+3Gpm7Vetnq1nZfz3sSUJCcE/za3JXfP3qZN68nyTknT+73fu8nyl0kWrjfhyDLh8kePvIltaKctsnmCfv47KI0dEfPzQwvUqZhFhqjIRD2ccBoYcBXGpnwUoaX03brW0lGzM7MlMkKKUrQDKOP1hggWx8AXNDNm8qSUiI9CclrB/jk3+9E4KKZsm8Sq7KKlmezU0wGsczo+5F6OqhhtcV+tdOsi6BgTktjs2Uyc2vqFLvt9MgrA6DccXQRirpZdHtrQ3qtfkgbuY2Dr+sLsLngmdVGaKYfhy6XmiuYzNLjlUOZEbzwm7Hq7LhLr2TaXHiP7tbSJa+TmtnXU28J2PRKE3sAx6R3rWE/P1PulmIHzE2BCls5m22zBQJmM4ZJpRAjHuHPsTtK4oMbU5YcXrn+O8sfjnt63a4nz8a/uvadZ59auvnBCcfJI4+sWvXWkmcOBreAHtn1/SOQ17787fVrVy549q2UzRtv3Nk6HXMeemjj4qWvIUvMYeDgQVRtx8JkQV39S6gAD/HGrjU7f3Tlw99c+MPvP3jvt4j3Lp0/VwqG9oufXbt29f1FxHO+tX59bOzatWgyNOmOjY8/FO6dE9E12moM1lP0JpvNZrB4K4e0N58scx58MCXl4MFXX42L+9HcDz/8/bnz51QqiV4IIS3ZN+35SISWCtWVxoANTt42C96To5FDjOa8J+Pmrol/9fDhDBZ+hs3m8fR6s9nt5oeu0yx6ths360sbnSa2ERsm7r+JfI0bfk+UNqp97A57HxwVOKp6MNdlda+T6fK6h/nJ9FE7xmb7/Z2daDJosdRjcfX61eoK1xa3Tm6vPKnkMkZKT+PdWjEm1OfJFKUGY6W90nzC6Zcp9Aaj0WhRdsocnb6KwMBpZamsUD1is7GhUSyN1tlZV1db2gI/nsc6OzvVfnC3+6Hnkj+JtglpA9PYZAqcdcbBW7tWo0SJcmeIFu73IcUghJClfqOWnTKmLezjAGquN0ASg02H3qkyLukUgzjqYEmmFFqpk9xnz0YhCX03+D9vRi620dKppsEw6paiqA2rjGGmsDBDk8JIXO6pCaYIJiO0MhSWTDGKAINwc2oRn0AspkXc5pRPt4PRdQaau4h+HDR3Dx5hpU/AF+SgPB58xukyfLobFmZAA711FS/YehKp7nfA34J02QDRGlMlPHUnJiSDLxiGAs8WdBozmaiXpZz0WrirJIpWLXwmfh9hSP/y3HUPL1/wDVCObyIlZi2kpK8J9SPdOf/5h9evXhgz2RofMSmEu30bBK9fZ/msPdeuXfnwwvmPW/6aTzv01598fP7Cxav7Pp8Xuz32zdjtq58hnrM/8oj41AQpXgEXF3i3JR6MFebnWOLixatXB1cCrlz56KPmQpTe0opppk3OCp4mXMhJ90FyiwjU9s2xr8A7B+sVMSk3Rq/Tb1gJQn0DkNqukvRP3HuTQ2q7H9JlgioIypYZ75uKCuTEhGxYQgWEQjQZnR7smuqToBx3AcsE12oho40jmJQrA0cHSwv5ENvUDblPaFdFu9AbcrdvkpSPu9uFAOqU2s41QPIN0t15TDXhbndA/Y7+nIqC7b1bP2ejRIkSGdHC/T6kiddM8xnD12FZrU3QYkMZ9nHAlJ5P8/SEr8yS5f2wslrDJylLc3paQJ4ha71TpDPTZOkeclG6s1NGw6Rk38GpcpeMkR4g/7rQamUytfrGb8mbSeTXO9tlBje5C4Kv0zEYfn8mhVdCRPeWKmRsKZV3PDEzsxP6HLrdFOOA7Eq9zGnD0iIwfcjlSiU3HSd2qVExh69rNRCaO9WxhuDzh1pr1aXKepITZCpPpGmMHWq1Umm3k500NzOHnymtZEt4KnZxT9/MnjpOGqQtBlV3Y4/2dquKoJTqdbElNXU2Fwe0WfntThmeJ9Ks2uGeIRy3WGB/ICjvbLbH5TUOYjnuErl1or/mPWLOIw+tWrbwG2tjX42f9eT8+UfiHv3q28+tXLlkyapJ3Yte3vjDmGcPr14779WvPvpk3BtHjhx5Huzpz8W+c/DbEOSyeeNXws0/HS9vROxYtR8p8d3//MfnZzhXL144d+78z87V/lnSdtLgGvCeaa38xz9zDm/bRhTsP0xZRjzn5UciaMqamjksxfAOl8FmArXdY663S3UJN92Q5jz4lZQfHnzp7bcXLVq37sMrv//9pUs/a/DVBVz1lVpd0U3LWsn0EukBc0Dv6/TZPHi/u4RftPSttethD+78RcvXrh3qMpr1NbxGmw3HdbrxUzqLEMprSlWdJ1yn7LqQ2l7irgyp7WaMlZlKXA2DLptzRF3l4vSw6FngohG7KtSAyyWV8vlutxlyotrT29iDdnlCtf00uze91+kx90ulUmOgyu/3K125dqyyWN8gO9opsTQZOwKm9PT0d9kVA6fZNj+Xsddmk0j0kMWanq5U1tWh+2+vk8dr6CyUOdJ3wwQORpIMrYMyiCZMN3JIprBZbvUqjRIlyp0iWrjfhxhBPCrlhK8Eg45jVdjHAQPINAYsfCGXSIeARZqKrGQpE4CmRCOrRyNKckd5Bk04uSvDiLxB5OonnR5J91Rkl4+gQ2lkLndkmSf7GCaIJGUegQJ0GAyXIKJyGYcFD58ksiXrcc2dyt4/gYg+ANHmSnbEIj0wh66RSNCyB/mvp+nYAOEXClAYb0PLC6ru1yM5bhN6gphTznUQbugtZB2E7xB0OovF4TCZaP2pkFEFXUDt4uEZxOnfUR5YtgR6pwYT3CGNfN68YB75VHYse2rB2/Fn414I2dHXxS2KX7/62Zjpe5RGgIDVj3cI9YRqLPuJmsnmVIq1t/d5ylm4kAnKMYPLZBvF4Xx9iYs3r94+Hll/8aN26B+6G6zfJWEWP+gJdiGTEMkDocysHQti5/8YViniVj9Lt3JOg4tcxqyZvOVma0JQKFeyWSCUB0FZ7qqQ2h7UCYLrT6jJaXFQbadnEq1ON0kkwXsbh3M9x31rQjFcpWjKbDp9IlcGT5BDijtaXuiFJaNqYrpCWNDqgW1LaE/FMXF/UMDn8XB8PFWmlrDMK3gqwuWObDLTNV3KZ9SQh4RFiRLlXhAt3O9D0G250xW+ChP1nILtRyNhHwdccIMub5227QjBHH6ODHIG5CSyc2qaQnaIJiaRBefwu/wOWo2WVOg1m+FIKsi/nQ90ttN8UpI+rkglRpZNqu2pqJtTno0swJ6goiISW3qJ1MBQl1bSKVfse3oYjNJS6no2kd9T0SnzmbdQGecRWm2ts1eN9URS3I1r7q7INfccu8TpdHbY5RHZ6An4RXa7UqlWG41pM6x0szKHK82lzM4ac32kRziVoOpew9SD6t53+xbcZLrcLcbNgZPKGv1JV5O9W6e5qzojn5+Z6XZjmNF42nUCie9ARaDDXIl1SzO0ZSS7Ue4CiQ8tjtl28KX1zz26Ly5u3bonn1y+PDb28OGUlJcnucgfe2jz0iULv33wp7Hfid83Kw6U9zfiXlz01fjvxK49+MyzC2Ne2/jydYt8OKyZOl2f247V415zReiFs9kBV4exHhO7s+XWW/stx+fLdd32eqOQ3aaXSNiBDhzryZgmKeiRjZuXwEt9+zuLzu7c+eGVCxdAa/8ZkxkI5OI57rRpnGhWXTdmdIGzHa3vYNXy0dmPLV2ycv2jZ9d9c9a+Vz8/47WchhNZxa7Auq4nUwVt6Z1wQbFdWE8CHV3eQbXdVnospLbT0VqP226u6OT5G9in7ZAUyk9z95gHOhv9anbAbqfT5XIcLy1lMJR6vFIn73ObLSq1369nD/bkwFSmTi50YIAzxm4M+Pzt6Q2BAfwMx9CplrWUSgYGhIZSHk0GRwYLO2qFTNbZqdcrlcjHjtztCj/0cVKP8BTgcs8HtT1Jhmwzkyn0+8wYvOAoUaL8l4kW7vchqHAnyx9JZtnhPusP+zjQAVKNBGyR4cmAGAInue8Y2TUPkMqCEQSaYJiD1sAk/zpAQnkDTtIKFoH2lFLp2vQEF4hvlD5s5CCndrkn040g8lIFwwMoeJ16NQCRyWKDnZ88tH4CFOtjYkcmSAY1997INXc4y9jp0Jm0mtLEPwkcR87eW8lIyYQGjwxG40yOcCo6zAUiOZhwb90uPxkUGoJSSBwSA0R0R/Sh3DZbE6rFXk4dsyXkODYIjbiYZDfKXWOO6PEFB+O/OnduUIieNWv16nCdU1fFHIz91sNPzg8N/cILcS8+/K3YgzEpU0Lhp2GY1Y95OXowViPJl8vzSTwcO6uE+qIiR0Svxk5I1KAbc3knON1hWxI/GPPUeHvY3/3u4pWRERrtJ4zL7PBNEjIwA9x9ZQym0B46xh0L3p6/E9T2N2JfKpMeR+b0QraHNclCmBBS2003qe0oy/262j7MaYOzLZ0pJE7gRHoJXBNIvJcEpwvmuDMYyCGXRc/l7IZThMcEzz7kyjCJXBmLWD6e4s7zCPrEFrge8hl50Ku3EpLm4ciEAxgeTJVB7nZUjnMJdzuKfPRJOmEdFgaF0dvTmbexIhYlSpQ7R7Rwvw+ptOXRek1DYR/nZ3ejOzJqABKOMyeaacwKMoO61p9O67WT+kVUIM8YpWRfsW5bJ62RPMmdxdoLWk8mqbDLamLS3vVQ5MqcOQO2nHLyMaJUc3qLw6Ih6/gEZGenp6vVGyiqJX5yv0RNM/WTrgQgkpPb2mi0forjR6TKvU41tzwnosKza7A3XaXSaiKprBOTMyxtDr/Bq4lYjM4Z1Dc4xzrsCZFr7vCkHImEyzWbdTpKrXUKdPHg5Rq102CRum/O1o4Ma0ZXMVvlqyu3GKXaDbc4yY2IrBmDKPe7tq0tcLqynzWsyYxkMeS2SE3VZXeLc42eALu8pk5iO2mo8Jy24Jh9S7d0WFemsW64V8XTAw/uj3kGQlYefhiFrj/99He/++b2b39jyVufbH5sSgeBh1bFLHzmpe3PvfrdRxc9H/cG5LPv2fP8o/Hrv/fTlYefXRKT8tonmx/6SnIod4bP37ChrEynk0q3bOnHOiwuVwVk2ptgS8HJE6ebjK394mG59dZT+VM3lOik3YOVlkA5TKk3eZoOiLOtU0+GRx7a+EnKkoWHD66f96Wz39yFMmw++OAcpMjU1gYCg4PTtSVOFml03V1NhpqqKpUpYOzSwjEm73jtqZWvfGnnuu//4v33//53o6W2tveY6eRgv3xi4WjDhoyM3FxlrUJRY6ofLElFV2siv0y3ZdCjb/Cr6oTg4EE/vkd11YNNepV/pI5tBPf6bJFG24/rfS3c2hojLpcXFUmlHo/D4XQaDDkZmdah/nJ9C6NBNWAcYom7T5f3blI4bZ56cX9/cZ06n9tgOm3EcI8SelKM2Mo7ii0GR4vDX1t7+aShfFNhOpfJrKmpqwNzjCIvz1f3r00/cbRzx8YU3ML8pEJolrppqt5+KL+loc3Y/V9s9BslSpQJooX7fQgyV/uZ4WPYExP64F7bTibxYpyvg9ZDpm7qoGsfRX88G/htyLNHBBw9KKCDJCOQHA0HSx4IiXJlKONpBIJIuqdGmNyCQpOpXe7IeUP2QUwQmYSPcMNnS/GOXccGztTciDaoBjV3xcw09y14AwiW9plp7gIBkgUhbppq4E0Es6sZTL0gvIWLEg2hujOY7DuluqNwpAPsGlh/Qrr70D1sdSqiZ7NwzknQQZHv2AHp2hWcVqzn7ibMT8OyZatXz5oV1NKDnVM3L55+X+gjolUxh2Ofi98XasVKqO+z9s17LnZtzP7xgBpk58dxZOhXEPHh7VwVU8ipxKQz6NZLwjC8Z6jVaSH0pjVj2mmbnc6e/ThkN749K5gl/+W5L1z77NzPUH0qkYQ326Hmukgi5/ICE/ePoNr+hS98P/474kpJFeznVwubEibdEVkstBQIsS839E6drnOqG7Jlgmp70GGThplBJJeBJR2tNPIFAnRLIi4suFXmiI/BexfsmhrMlYFj52TQteI2WASUMfS4NMEObYmRTD4gkApN8LdCnl7cT6TKyJhKHEdbgiAIns0k3O29vBrJJjSI0U4sfUwFlhioVjyjRIlyr4gW7vchVIX7nNRsuNceLSGRgsWtChp3jEwKl9tKaUc99SQjZntsDprNQuYAkVeyae11uSQjQI7uhO8gaQlZdTiaHchncIXk+W9WqwOwWsklUamwgaYaoPwOQsvI1NGG1gxPul9tpNZAs7O5XLW6rIy6BJaLDelqlSUyYRz3KhwnDTqKlxwEae7lM9PcBTkeVa/CM1hSRH3cE1itHo9CodcPSW+O4yAnMVXTaq5TjVWZc7W6W1W20wjVvZNZB6p7RuQvlYzU7L7B1sDlWqZEYghUDrL67oHujuAnZ8pzxAdavU2eEyaJRGKysSs8rmJLLta1RSxlabPLNBtSI89EvGU2blyyZO3a+PizZ+PemL9mz56vfnftT7/9VMz+VTsenKK8Jz7w+Kr9C599ZuWbb8cvX/Sl55+MO7JuTdyes2cX7fv81X/8Y2hoyxCGVVZaLIGAx4PCTeqQyl7sNfaLWRk6OeVlREayKFPTxxrqarIETpiUNXWGgLdVnKFJvfH94T/2+I7NKftBaV+5/u1HFz399Lof77zy4YcXLlz4s6pUVVpe3to6ffflUWsGqzLX08bMAytPE0Y0TH5sx/6Q2n7kyLWrV4UGZm2Dz3C6a0vqxHrehg1SqQVUeKfzpKFy0JqK3i2ktncNVoTUdqkc/Vop0mRs6dCPtfhVNlDb02bzN5RsOWCwHVU0KIs7snWi1Iwcs1mtVihMJrHYamVJBzztjl6YtJ+Vk3HGUsXdnV5q8nZ1ib2eTke7wmew4HirZ4ybf7RWH+gwdtRV5TucnSZTsQc6pBY6j/l85eWbNjkcvb21tWr1ClpL+ghvbGwFbVMh6PKOfOiqPblb6iZHo60p5zZ+TkeJEuVOEi3c70OoCncwVcLdNp1MMe4T54GGR7ZLM4LeqTjI9ioJmVNkA8sCScfFJCMAA2g9VLqxEdQoilyZ2bN5PLQ9lXyioIu8knQMgMLXI5HIkYBP1sR2AhS4glOE5wTBqPcFjJNFV/LyaafCtHWcCiRWzFRzz8B8YHg1CiisRZOh05HG2MDURJQyPxk6mHGPghWXczvKtgYzwnIR7NSbyUulIhUkVdS2DIVg30vdPYhV0I3lcmxMHtHLksHNY+qFHXg/K/seJN6Mc2Pn1HXzH41fuWBpGOUd8XjMtgUHQdXeM/f130D30w8+eO+9X//644+DlaBaXVPD4UDqJWSj3CG2JtixckkzuLUVPLZwaFr5/qFlSxa8My8+1CIWrQa8/5erEmUwBAY+1bCSf5+4AjYFbWLUsrsmroWlC+JDavu3WoVwYcm4Ktw+2QR+vd2pdeJamK5zajASicGVhC77DYQlfQXDiaM7dGKCjo0kc5DH0SKqQKAnRHIhTEqne2EnCtoK0Z+QkNBB5PE42Xa6G9cTKe6QbAOtiVHP1DyOF7qnInf7bo5lPFVGKAzq7g3MMbiPoJ6pXEJv3zTF457OM0cWdRUlSpR7QbRwvw/JaVXSHGoyMdzqYNBayCJWsnNGaEkOe/gBs7e2eqD2EZKMmN1fqaDlMcksCXS5MT/JUUEuC3ZUFNKKveS14alGBc1XTeF+KC+HdrC55AvuqfIBRzrXS+WAlsuDLneqZjg5A1W0Wm8fxSggNzc/n83WFFFNCGvm3rb8kcCpogj0x+Rkzunm/EBxSQTTIs1dE9LcI/4S1mR4bWqGzdh3k0mYhOTkwUGVamykdbAsorWAG+HL+4oDTmeNabBLc4v5Mkh1lxotdUymz1C8pTryF0uOKLuv1VvepmKC310IujtLoyHbRHKHKbIKMqTiSmNTMejJdZI2G3jfA6cHLObcVqyru1vq1ul0JRs23OrugIhYtuypb2x/M/67i5DyPn/Pi8tfiQXlfcn+zTu+Mkl5Bw/7BmuZthpC2f/+l4sfXvg9Ktovnb/0wSXg18Bvf33u3EcfXb3698/7/wmp7J8sfvnxh5KniPczwGrVaru7W3M9Ab3EVwe6ctOpLm1Ivn8i8bGHFu/Y/EnKW0u2PXt45fbnXln+pRfjvr9u1y/27DnytysXP1L+2edj+kzlRjxDmzzNbSpZVKbr3sLxmGp9qjaDcTDDiiZGavvaV17c+eNda/72t88+O6lsUKlqis05wxMm8MQNmUhtHxlBpnSxmE68vHG1fcxfO6G2p4HabjTUcvNUtuL6DA28e3IpZqk4qnCWGgZyhvlZuuFWo6oqPb2ubnBw69aMDLPZqU5PrzF1ibOzuwZtqvbCqtoBY1fOgVy9urmwsS5wptJuLh/b5Oitsnlgtca3qSD9XZO+4kR5zaZCroLJbDON5YE5plelqqtDuns7t1cNBTu421uOIr19auGe7mxrEltn9Ns9SpQod5No4X4fkg2Wb8grJBmxlddLKyCzemgEjTAFmWifKvZS9U4dZjlBpCHb4Qo7KAmpnFQWRC1YqRLJpRBH3CvsIh0T6p5KJUFWQltMdshISkLQ5U4lCKYJApHE1ARz5hkMadi0iuvw6YMw0haZxLU1oRcGYxEmfieGNHfKPMzrWAU2+A+Kw0ZghwHD/PC0AxTLH9NDhyBsaIGFRbB3IDx0Fgaqu4w7MpMXS0UifRSrZLeBcAm52hgWSU7QXSCTJRUPcjySGliaQRTyGpkSDodjZLlvZ3dAhCSLloDyvmf+6yHlfVH82gUpi0MbTwk2sFgsMSQRFrNtzAYizATiwz/99Ocj4Ei58Mtf/uY34/b3p+Oen/XqvDdjn1r4VswqEvGeArFYKOSBYlzIqJPUY/KJ3BbEA6JPYp5a8E7sqw/PilsX+m+/PPebs5bH/nPoHx4biNGFPBV+arIt/UZQs9MGkKEVPC9WMrHbA6ntKEJn11f/Xoy07fSbVneSoUtpSG2/LuRnhdR2FAUzrrZnhNR2dsg4v4GFw+eKJPIDIN8nTsTCM9ECanAxC0nk2WCYH8SdMFkzNxeW3Ho4yNHu4HpZWoEZ7nAoxb1ecIo4RdCOD3Q1oOUiG26G6QChEC0CIt193N2+m+sgkoymFu4R9aqIEiXKvSNauN+HCKpBWiYv3Bt5tIJcEm/5Vg3KDKsk2XdYlJNLy2/WP0Gi5ZboGmkFzW5SK/OQv4UmySYt+7b0N9MaVFvJhszOMNpoinIKh0t19YoVKhVVCkpXjRq2p1J+F6FvyMpKKp2pSNOxt7m5I5Myrk8k6uxMSqq0U0uifNEQcyyppt/9RAQaZNqohHkU9qhZI/KTJ4oEx2sK1RZv5EHroxqLL6/5uLc6bUY1uFQq8SmaO7wCjSiSlzEJOtbq8/mPWSzZ0FeGanA4RDqp63jjGI9p8WZkZGaSncaRkyhKlfYYm2pq8hpMpo4Ouz072wpB43dk7sgZ1WkzqrHWjgHXyVKmqsrZUFOjtxUXCy1462C/252RAeq7LhNISwMvBZ0/4w+AlAeSU/YffOmV5bOefOPpnXN3/njP2W/Ne0e6MFur1WZnazPcbvcWHMe9HQPCgIGtr6llOsdUzFJf+eXjn10FfnH1F7+Ii9sFvPACZM9Ac9b4+Njt76w8/I0l0BU15RNg86rFiMcfe+xBRPKcMMcvEmVCCLzb7fWy2T4fz8ms9bjsW8rk6Ok7Vn3yyWuv7Y9Zsg0M9+tfid/3/p435r+wbhdEzT/54vtnIQHm715LuUSdV1VrOL2lenRasxk9VV4ithcbVLyxRpuhX5opSoTusl9Z/Mn+Z9YvWrdz5+tX/nbtMxtToXDWuczSG9q6paUNu3FzZ2dvr1KJYcGFmTlPjGa6pQPH89rzIM1dqkNnNp+uGa63KNv9CqbNCD2Y5/Dp0DGqguffq/CVY9UiepomR3zc5CjodbpcOp3VKpUqldAh2lnh0slLsgc8iqR2f53pQHXfsPe4f0WBn2mqH+ofPK5IL+Q6JRBFdJq3G34CNOrZuIWnWFHYOyaxeU4mbSos9PttNhU4vxwOHk+lWgHZ7Q7H3ubCpGDhLgv9CT+4ZO3OCuq9/FGiRLmXRAv3+xA5+LTJC/dRSA8ArYdkxOxSmGKAJB+an4DC4FXkbl40iX2SxDUVFmQbNBBWzbBsTYBOhTRyn3iawExtlg92T+0L0+9wnGAUjJF0DIBc7lwuteyNMuZLORSNnxAoWaaXF0n/kiLixXoiC00uE6hBnx4i/RCuE9TcHTORoVMTTkOsSQRJPJPZmuADFfS4MJM+87o2MSEb2XB5POpgHzJEgmowByNXL35nTekicRebjc411HxyOIJVlLsGnw5bFbFKTjHo7ygwBIL7GC3QHYgJCjwHw0D7Zk3XRugO8PjihQv+/heIUfwlssJ88MGlTz8d+fnPW0IFXzocgl5YzMkVV7OyiRP5iwj0xGXLYmJigVlAULa/zhH4t0UPz0MPxx5ciEr5mJhPRDfK+dfhCzI4A8GoFR6Pw5Gy3iKGb1v4Djz5lfhFs/ZM9HRFzJ0fNyseJv3h4gTBkFAPKwF/5Y4Jc8kWA3PE5SBGFzJq2NUTS1pfWfzt2EVz0XEfWRSwobcc9Q2YLEyIsFbYqLGCy8WwG9X2G4PXg8hZ5dDVFYXABKv+rIQeNtpHoWCbieNCyTJootCyUTAKhssdgoXAYVYpYUtnc0ogfKgOptnEaINcGSyU4j4Aix7skM+9P9gzFZok1BPu9nxeFWrAit45iQStVaBoHy4R8TMViASIZAdPlChR7iXRwv0+RKM1wD3VQiKXj+rraNBiI+zjgLIwn1YsDV+YPjIqXrGCVmUlrTSVhdCCSUdWYLrZTNoxM6nrIW1UDdPoUsn80EWaXBmjOUBulheJ1LAy3K0lL3g10uOydp6FKo5DpysoaG4WkDSGDdLn9a1oNFRS99XMyNi7V63IzqSusOmaeoWi+bI2IntKpkbZ2Zx0pjotImE1qLn7Z6K5F43ix48V+Cz2aRpPkpA2KjTk+dtM3TmjM5akE0fLOk47nagsLimhfmfDkawZNnZUVakbDKerq+XyW59oKiIw0RtBd88rLS0uPjXYN1ymGSU9fe8asAag00q7sUrIQ68oBZzHVLV6ABR4odcL2jfeXc0CGVybLUBCvE6uSUBiPGBNS0WCPBWpqaHxgFxOzKHLzu5zd4s///za3y5c+P3vPzj/wXtgYP/tpfPnz3/8x1/t/fjnIz9Tejyupvp6zJ6hhbSYSaf8jh1Llx4G3ga+BIX6D+Li4o58/5u71qzb+ULcrBd/8OL7IMIDz23/6UrEgm3BAn6cH762/9//1mr7cgZbj5dXVf3xj7/61blzV4v/8c/VxPC121+FJ+9b9APQ89e88OM183dBqvwPXpy1b/krb8euXt0N8fGD5vK6sbFGla2i3j467Zoanz+aKRjO9dbUqXuZSotxWINewgOPbVz11jfWxz85d+6V1z+88tlHvmPtiiqbsUt3/TbKB7U9x1LBPdqbZ7NJpUG1/QlCbQ8c54bUdvSPfHqmzo7Xth/1Nyo7tpSBIp+qybablSMFR2FKbDSNPpottZxob/YrTCekGXT68LDHAw4ykMr7sjXyU/iI4l8FI1WcyhztIN7YXOAY8RXndudYTHkrHCDgdxzI9fiSCvcqVIZW7/E6Wr5jd2Ndx2nVGBTpis7a48eTkgoLHQ6VSqGAXMmC3e17mw+B7j45TaZwb4OpVReJ1hAlSpR7SLRwvw9Jhf6foLWQSCF0jgvZIsM+DhhARjVgZBsAg71TSS3sBkgQtkCWcHjK8HIalzycBup/IhuFvN4egnhuCZXxG6U4QiIJ+aDZOJhKKacKutyp0m7QF7AZFO/LVIk3CDa0T6Q+OkTwXWulGhYkBxKCFDx3hMo20tx7Z6a5J9O9FL16w4BzCkDL64/QgT+ZZBYLpQRJJLfnJIdIDuEJcPUWBiM57ijIXI2EynZoPmm/JTv/HQfeNZYUqe0SCZOJ3r9xenkqJMRDI9YO9DBQD5HwESAWh8YDBnYtMckYERweZFOh+mcjn3566T3ggz/84ZdXrp2NfWlhShiZfBpSoBh/ZvV2QiSfNeubc4OxNeF5/drf/vznS5/+VUY79Kc/vvfeH/7wu9+Bb32agXEwXfy878U+G5OyLNjBNU2ACfVfd8BylkpoFJDc+xIScjm98Mn28loxzcSFtWzhm/HfR0cw99pfLna2g1TeKDw15cJPC6ntk/ZW0Am1/RBY029U209DCAySyaWEAsOHlqdIDk9ndhBT0lmDsDa2IrRcBJ9rsGsqWkbNogcbsTYwpZAlUwx5NzTocWxPcEOKe1DA7wGfO2qPgVYDjDANeGKgCUEH4W4vFAbGU2WCLnc0UQvRO7V5Soa7CgJq7tiv3ShRotwpooX7fUjRaDHcVUkLd28xTaZShX0cCHS20I5Xkom6w+0ttLwe0kQ9YSm0YGolK4E1/QHaUfJwGoiDUSbRcg+QV7TdDQpaXfW0KcvXyc2l0S5XUInJKMORcqqgy73YTFWQ80WtTm6SPpJmp15vu6z8eEIEArRmS7FDrYrAOo/QZuh7FYpT7qKINffymWnuyaIDLt9epzJXtzWi/2ICO6aCRrAdg4IIlhmmkqzTGQwKCMGw2zMzZ26UHydxVF5vVNYpjun1drtOl0r1cc6EjIz6eputqrGqgc32elkZghJrmiiizQZ3DXjXdFoM6OhwuQwGpMEzVWNOp1NvQjq8Xh9AUjwBx1iPnapvRaJ8eLDB+vrQeOHAQEVFcBK9qQqmHGtkwvR1NeUVn13+7OJnf7t48cqVKx9eWfOD+HnbD257K+W1zatefvxBygJ+89KlS7c99e3D76xdDxr88n1IhX/xB3tAh4+LexqZ4QnW7Hzha69/4XeQLPnLj/78h3OXPv1478cfX7r0hwu/+c2PfrRu3fiwp99AT/vBk8/DJK/AdGtfeuZwzNJVOx7nF1nl2dWDHTbfmLOx1Ha6vksTZldNWppOZ7cHDLDg03jZ0CPdKpozm//Axh2vpTyz/buL1nztyutXPvzooq9xpLdKWVEvHR03Yc15QpQpz+ixVKgVeU5bhTQU6PrEE5mQL4PU9l6wpgfVdhFdDmo7hMv4G5ReTCviP1GUmS01mhoL9oJdHhul84tK+vBiBXjdlW2YOLWoJBvHm5v37kWWeavVLdUrCwmne7e2e4tN1SJT5JUX23NOeVWgvPcyK3LrwefeLCvIq6towg2K3bKC3mM1bZbLhLt9xGZCunvQ3Q5+dmCEx0g6RFuxwtF8fVPqoRV78wxGlihauEeJ8j9HtHC/LzFTFO5ZeBM4GXlhHwc6JFxoticgGRHsnUqamFIvbKcp2WTVf1YC7HFl1JCMAFCujIlNXlNF0IQVKWXIrkmlpSOXO+VUQZc79WRQOOPKyORxOr0KVLzqiDzRaG+Ak7xx7XWkmHpGmrt8ppp70MrvZ1ZG5ru/zjBrDFQ8NucWxe6gq/fGGOxbYQ7dipuRYMlkkkWk3iJlgjOcKiLUhCnJxXQRbja4d2TRMwjpHJqVEtgI0TyImjFdm8zrwKrdddjscbFeSkyYPWkl5QGia2r887tCevfX5u95OH71MzFLwx4YCS8vQzp8DEw4zncefh+U9guXPv4r9Af646/On//oypFfPH921vNnz4KuHj8+DAXUxEwTUUNPkOJsCFtBInk9+WIbhqGlNtTqtG/iSt2xbC0E6fwIXtaPj1y9Wrv7J7SfQAyMdtLVkEgv4RhgkRIi4YlmpyHodOQnR2p7z0RGlYDFDqntGSG1XQp9U2UTfVOziB7CNNpethfU9tCOD5TjjizzOO6H6doJpztGhNSgXJnsBC/c0JHyjgvs0OcDXgG3DcKH9OhT5DKJzgZBdzsKqQGQux39Ceb2kLu9MJQpE2QTRElR3/uiRInyXyBauN+XeFccop2EGIJwZNV7afnvvhv2ccDc5qfVDJDJziV1jbTdHWdIRsw+YGmnMW1khbtoK75CVliXTFpT2k8V0GrayAv3stw2mr+NIldm61aZrLmdqgVj2ZDtkN9UT6XiarVJSdSTwdcwZspv9xnJXyIiK0sC7Qn7cyIp3LUGZn6vq556UkTGUFUB990tmogGz07M0ihr84/mVs4ksyWn2NeibjCWjfIj+09C6LQ1VY4kiWt4lD+zJwbBsLy8ggKXa7gki/JjCM+crFGsVaVqgV2bp05ZrVlZ4XJKbglN2SncVKPg+v1MSQde3acZLSrKiuxzuyeIsgSQ+KLVYiERHVqWTlCbp/aT0XvDWAiuyQ1N4SYmLCm78TPhJ+9IeWrlc8tf3LUG1PG5P9r5zTe+9Oiba5/dhlLaH3ssOfmRGeQ9vrx5WQriKTCtv7P2n2+un/f5+9euXLxw4fylvbt3+0d4H3107dpfFi0P8dxzhL0d2LZkPzxtx8vX/685TyRnpY6W9PWbyxvULf68GjNWFkZr5/OLiqzW3Fwms6WlNy9QrIVOx4mJItHjj/9w2/pv7Vkz92uvv74TYttLFe0talXxkCBrvBIHtZ2+tYTlYrcc3eu3VeSE1PY5c+j0khKXqwX+WW+TatFw8LuPSu22hqOF/jwPLshKhDW7rWX9rtICR8uIrUmrmSMq0vTZfVWygqO8YrDJ0FP7un0qmezo0eLi1FSrtanJz3AUNKiGWAmjuKu3sKXgWJVxiDVc7GtfUdjiu5ybU+9qoMkK2o+1Dea66miywpZeFd7RkHcI/jbGdJ0oTMrPT0qqq3v3Xajk83fvbm9fQTsETpkk2Gk0Tv6m3XnGnKi7PUqU/0mihft9CXJpK0NRBNORzEKRMLSwjwMYBP+qmWRGmGDvVAPJCKIBK1WSOzKnO1mkThKUK1PIINd3gtJ9gHQMwISugtTG9IgasQZN6dSToWh4Lq2OOhoeCdDpESbL8Ol2mJTifbsORtnE9kbmEJo7g3w1ZSponYLBPU69N2AyWURzRwXPPrP2q+MgwRKJgXgEHwMFQSmVy8Xx2xPwpyWLPoSdkPhBtESNO/tJ4pr+73ls2ZLVb8bvi1szrr3HvRj/yuqXYlKonjg9RQIpbpF0Ev0/uRI23j8RBEOE1FCRmrAFNxFaeyfbSNqOgC8QBFuJ8ngY2FWCp8jmZS/Fno1DWvvX5u75y1V2HkScf505MGWirAQtobajxPQb7oZBtR2t9FxX20cTKpgFcG/2Cd0h//h431Q20TcV+hsTXncG0wAufJTjjjY0wdKHAFZHg073QsZp2CmDcmWQdo5yZQ5wVHBcDq5FLGUJiea6pZxWsQXuvCjPvZg4thUMdcjdns8Db1cwVYbHQ6sBaMrJ21KPSaqj7vYoUf5XiRbu9yWtigJaHR6+YE7u24Juv2Tp1V3eMZqiqjr8gNlW7wlagZJNMuI/7F15UDp1HJ1q4o8WlokKY8GgaduioDTFIIishImoGI3IbimisAYLOqTEFCs1NaUos1NIkw6HCrsPJf1NUaQx3fdU1nTfd1PT57uAaeXuaqe174/fMX75usju+vZ93/e9LX3aoMCdyjHSILVhXBCMrv6QAcg3TRgrwszaNtV0S2tV2ApRyoyIxaoEjlE2kkfIQOJflgWxCp56qkKQJrysLG82bhCIsj52IfeAWkNY90KEA4VVeu+PG0YMWU5p7uBkIYIVj8TFZrY3XkAZ0tyrjjrXsRbLd0/2iVCmxa5VsX0EK0F5BzsXQOkktCbvOqiA10sQLS3J8XSg2vkHm0qzWZcrkzEYxsZqIxbzn5cxQ4PyRrNpqyiYCi0MufpvafR5miztXnAvs73wv4ftjrnj/AMvu+m8Y3dEQTF3n7H9nWeedPU9p1ywE2SzH7nbbhS1zz7sVwpI05UU1m5pch4QvcvxVF3XhCwzERyyPoWf0MTxoai8nGo/zHnAzKBDQ2vtdZ2D/lUWKcvKKCrviUat1lSqpSUWy2bz3sqtjzjiuuseOPmUHTa/8967Adt//dX3kwuZUAukviybCNR2s2nm/nMfzUCUjIusLT5q/6K2h0KQL1NU281m34wkkapoaXnSUQtqu5Jqd2oDky0ZWsKv3bLc2xTJPtFlDIemXZ091VQ+kjv3UaMxmXK5DjjAYmlsTKXq6w3TUsJkfrBR/4K7qqVlk81fHTj3kXBF2JBw3NXY+ESqrVUYiqUH5vtSydZw8pFNm87tDQurfpqYtkri4MCpcC9O2e3hsBHwwgvhMHK3V8CfJYyM1LfFrR1wdDx48PhXgifuGxJoeyVToZ1SPoNuwUw5GjPqYfAxMnWRFrpTGXe4UhiyYkYZzdXHQzRxihxlGAHQg89yHgoAmXA/SNDDapY9pTjuBjspm6bdwcUwjyzzaCUgwqrPFlLmOQWvO8gwhJtzYO6gNNogribO3Dr7C2yga9dIimv0rCjDTJD7DVErbAOXwyPuhyOKsX0Ev8WMOgEvlBDr7PWUyx+FPO2U7LE/ntyiUqEtxysNzH8qVOAlj0NgExItGwitiuOn91+Ekrpui522umyvF3e8t6i9H7fNmXvttdVWW2yxyy5sL0ZnGy7t1zTD2lhYlpA8RTQyxcD8HkyqUVJEB5wPs2jtZdCIewusQUFqC0kWbpqFgtizdkRxNWdsf962P/wA6ykjaCq1fKXDrBS+HpKklx0h7Ksoqe2/lBE0yR1wlQrgOhXLC6eyD4JghLAa4CrWJPTQ4eth2bX0UpuFDoIpRtTI5YUQGI3GJ28v5sooIFcmJ7bTynucjMpvkaAEGZTiPkjL9m2KXjxNu9uFIjtBFlJlJL2FyH/kbi9Q9dSKDPfw+q9UHjx4/B3gifuGBD48IRClV2+nUTbVoluwieFXXW00DvbHuxi0L0xrE7SmEkzqWKV3GHIITrAwEffaTV2Co/pZXBnxaaOAuIuZuGtFOoH+LmZfDsiqRxkVCSeL0JkjOLncm5oMEHd8vJONuJt7AuG2lNXJgY/f4ki22p/Ic9jBiPWM6jLhKTC9sn17Go916ir09ih3zd1VVxGy29eiuTtrG6Zl7uF5P8bh8JfD57cHx8d7xzryXrYf+e+hqanBqgudrbPNm/KVa/zWv0JPT2cn8JUJjasx6sn/QQn/91ANXvJPYwuyTFJU95RjNupz/m+V96Mrd9t31/0Ovunqq87cccdDDrniCtDetzn88B12uOCCiy667rrdis73lad3WVk55W03552e4xsDnU/UDU1MtBj0dZ0D+P09nHc4F8zqM1GHVW/IJHXBJ1fX2uEoK82WiC8wtqhIJoNBh0Mup6jddvvyy0vOv/nisw664u7TTjvooFuhafXJGl3bBKS3+Jt+KfM6uhLKTWces+srki3NnbbSEYLa3g5SeVFtr6VXG5HaXjvTadchtb3z+CYKvTivna9pGW9rCfZle2j1XTzmAgO7Tu+qPaCyPX9AAHaStrmHarJalOMejxuNoZDVOhOJRPrtwpFk8trJxgMebNS80Nbalpmcy+bG7DKQy6e7OrO2J0Tgc5/QuwgS3O31bZnh2Fg/7W4PTdoTQOWrqmSyFDTfGY0jI+Pgci+htVU33ckYE8yDB49/GDxx35Bo1BhYcrUhXkUgYCqezMvtMGKUwcmoxKJIl2EunURJ7gOMUrlT3ScIKxit8gUh2s4YTwMKGm7lkt6CxHu29tRy7DFuLvdOjtHrtSBwNXPpT/ViKLS+cSnOmQlOWPIIKyRchHwEpLnrOWvu8LgBtaKQVME2bDkw+WPIec/lja4Ehc1B6IVBNFtUGteMnLgOdi8sD8JeNzCsmwgWQ7r/IkG8EqtVj0kSdKp2s4aEXO2/6BttDBxN7bbFrltdv9d5O5Z875ttv/3mm9+8w+MH7rrFqbssZ+7oJ2cj62BFEdV2iiQOXMt+lf4aJpWNRGlGbtm1kltYslEwcVQyCVJ0vaYXhxAnikK9rqVO17u3P2nbA2+7CxfBZOOyfsL3q9vlYeJRSH/6peq0AKS209ktK9X2gkiO1PbCw2cpyb2mmOReTZvSW4UiAoXSrMxxL5rlZTI04WN0rkxY2K32YATkesH3V4yq7sfj4HOvhxR3XC2h04KapTZawDcKg1Cti1YFkLsdvVmASFTQ22WythX+dp0iut5rlAcPHn8PeOK+IcET99XBE3eO4Ik7T9z/HvDEnSfuPHjw+NPAE/cNiQ5I6p0QMaV8NyHLJsFoUAGzr2COMf4iJxsXJJeHEv8WKMndTjKtrJZjg/CNhpi92j2qDPwmYiadhYl62XgsqutkC4UvxMJPk0wWfxpeLAjubHaXe+lJgAM/Q281JfNzCl03kXbwztrYhhVAYY+ytuGuhBkZvtdG3cux+4GqyDQBto/ht/CpY3/E6Y4qYh8BAqXX+P+MrHS/uheM82Ghi4TttmyD1wuzvANvAJ92FRB4g6YffNqsG6L/89hiiwMP3GGHzTfffllH6jabf/31999/ElvI1MMlbhB9ShLqA9YTa+JXz9GUfVzWC58rs3WtHKJg+uEOZ5QFpbYrrzzw4W233Wab0hEdu/kpB+67p1w+RhogKUghGv2NOFGtnhMZgGcPSbPLrgUUA4NIe5VI8wtplxdJe3zp1M3L00DaUTepn36bHrGDflZppifzyjskNfC/EDwPOCEiLAtlrMXWVNQnjFqSHiU9kGN0IxxbWEgSvuJ0j2hwFQGijgB+O0BTKhwfqmKNkS5IlUHTFdztRhn0miGSLhSWXO4lrLtxgQcPHn8feOK+IcET99XBE3e2gUvgiTtP3P92/C5xf/HZr7/5vu6Tf5C4a3nizhN3Hjw2BnjiviGByjqFMiZabkGJvSTJMGJLG9zrexlpVATWV1nSvlGSu07BnDOihVyDaZwpMh6AHC7MnptCQE2CYGn89GIyDlEwiGkLhVZ2+sntOaBg5IHmQ7ZhCGhKrqHrqL5Wx/aWS6CwhjVSd4iqLzUycgd66GlTuNaa8oF8EAHaMEP8KphjDdDStoVfYjn+EJrkg9IETKdTDOCR9fBErrCoHoQschHthDBoeqUE13z+/zQqqejB73/1zjvfffEBcMYP3n7+5ZfeePO51za7b3MoQ4Ua1NtQCSq1Nds0BfjVmyQZulIUUXbmk6Mci+A2/YJgpCLUBU1O25xVouvbb19IvSlMGANzVlgYW/K2/IJS9HoNEV12Bykv8m1E2pf20P+2OTVfzJbRQ0ANejEmx6GWGEi7hABXUDmWk04Czw4r7HCSlMt9NNeG/CcMQJKIXSdEYpVJboejg0k0tZDijtLlUdVpNyGiHxLrCBvdmdoKRbGf0qkyYYVeEqNNMlUiPXoOQLS9kOVeQko2+9c9wvLgwePPA0/cNyR44r46eOLOE3eO4In7P4pK6prs+199UiTub7/98t9O3N8+6p13eOLOE3cePDYWeOK+IeERI5+Lg2EEhgr3RCKGEVveRb7AspkRdadWiVwMI5aS3JlYTw/RBxWsaYYRAHp7KqPnprDPtY1tn2thR+kYwbinFsBxPykyy4zAbld2d4YWVqZZn08KcEF5IttTSgFKrAP2qDUv72NkQuX6qLtCgbG6gZbDqe6E3/pTau47YZdQMMzUMJQQsICiiYpxiff8Ycyo+zVuOu27+68uPIWGTdwmqQN/BkrWjpNz6ih4If5vUKlwnCRRxzEQyp8SojnpXbDN8pjdt9jiyq0O3eGkzW/d5oolEw3CcdtfCFT+vG1vBjJ/yoHnA53fYouLdrmuMBmG4Xgh4HxaMUBEfndX+om7wNxb7LrTlTDBxV999O4XH7QKWp9/+fU3X3sNTb/jDXudtNUpO51cSpfHMILevZySOaBkd+WElVhWqikWnS5/+CqR9pCk79ekfXlzKjp5z4ZhChFBn2toui74/4TIIfbA/034ufTT3Y1wH1FiEbj/oh2lw2hKHEdTCYU4dAijR3/EtAfF4qUU9xNUc7RdZgJ6Xc+FqljYd6p5FJ4BkPkoJHHR9L1V8Qj9HDDyW5MM8t5wce/x4MHjHwdP3DckeOLOBJ6488R9DeCJ+9+MFcRdOFQk7l/ufsffQdx/eBYRd6PA+PyrPHHniTsPHhsRPHHfkMj7+uFe+5RzdXJKddsg2ku36tcB2sCNgulhJqKJKphGkosMI6Br5NEX6gU2LVNXqSU3KjCO2xlGAGqPzwhanmH23Cip2ZS7Vd/DwnX80aMEzwTZCJH5AAhbbOnzspC/srJ5wi1wPcpOhS0+h8A40cs2IYLKNxQO6bRODu6MMq8/EA7rRD3sBwAoK/PU2sNCty3H9vaXYDYHAq2tNTUmL3fqrqQ8x88HZclHHKzbe38NJeWMENcGHwrWED1cnlx+g7KySswUGSATmVAKAvq8f5htKClo0Yk85ogbUqEFvZXwM1xWfxBlSujxN5udnsjMPDF3blyUTKZkwYTVShC5nPcv+7b/PMq85lzHY4OdpMt19tmZzMREPD43NzovnjE583kMg4aqsqOVyn0qqSOOOPHII4+8bpf9v3zgnNuuPGWHHXa4+PAXrzr2zAtvP+Puu6+gcS+Ngw76/PMP33l3oUXmdn/88TvvfPPNmV/tvPNJJ+29hDtPL+Gggw6CV5z2+SvvffxF6LPP3vri3fe++Xrvqy899MrbToYWV1QGRVFbb42qoAoNXW1topr5RpPT6y1b1g/V7rzLEQumHjLon2rMOc1U6eqtdPo7n0ylKnT2zhmf2Ux3hJV5ncD+gw89NDTU2Jine8Mo72PEcDDz0PQLgcbqPFap3LLjsUmYLpnqne+A/3tyuEvkrjBOk6ORasrjHx165CF3WDYWaJL7/C6X2z0y8uijkYjfX6d3PwQGN9KfG0gHQ8JWHUwYSMcNyapwWBIYmLs2GW6tDyfGNg03P1Q/8tALCbsok6yCdMz4sGIa/jamUi0txmVlqeGwbd7Zvvyt8uDB418MnrhvSFhUm+B+ey6DVZjCAyijd9WvA/xEAvzGjMRdTIA4s8AwAlBIcmfiie2qxyBLOMYwAoDCVsZlbMJyFvSoG9nM1TnxUaBGsTFXrzwA0hYHl3sWd0MeBLslHU1oFNawT4jM1XGQnbMcZHz4JFUgtQkNKo5hLGb5k2B4naP1O47AcaS5V69Jc/fKo7ASkCJH2Qb+FpUYDsEXRykc6w83R8KlHt6mRnr8n2NNp7AoUQOx626ZRvrrTvu/AErMo56VzhXVz3GNRioVi9e20WBjoQyziLXE0xBrUowzEYmk0kZ19ap9C/tQ+xcl8kv3Om/zq7ZZCoD/Ba8898ZLb72Fpnv11U8+/PrZy0GWX47tfzX+tVfefOnltz8AZ/sXb37y7OY7XLbV4zvtuuepK7+vSoVWoFAAzP1FkfwXmOXz5CKcdSV5vASv/MGlEJjSKY2y3ItqeyldxosF6KUinaK7WEbgB0t6K4j3/WrUYOERE3QMTCFZxqwOoMQb2Mn02JblKnHh50aSGCYWL8JqAPxbGpEHiinu3eJB+nqoF27Cb6El/CqIg3+Knq6NdrejVBm3JoayxiBVBvALbUfLHt1qDnctHjx4/DvAE/cNiaPL03C/fWJmdXJa6Z9Fddarfh0Q0cYFxqpZpiGVWiAWKWaxl+gPCVxzTFL50eUdKffIYo6xX6m8PJGqMo7mmH+BHG/tEoTY2GJlZV0ibLzLz0yEypR+e2IkEWA1y1BUIhWuH2Q5MjRhjqwbyTw1zzIOoFSeQEyMKOKcyHh5vvvckar4k1ykfHQUEW0snNGNcdezKQpp7sM1Mz3cSXCZsrw6ateHW1wD3I7rF5SVUZaZ+ScnWjKTxP1eLs8uvwFS3T2RUXKoRRfsIzq83I97FcCEXrMzF21w6VtaUos16axqfUfGEfAzoDAsn/eYomrC9umnQ0OhkEym11utTxMdObnzDy8j/CuA5Tqys4TUVadPyGShVHCxbnJubn5+ZsZJ6+wUpVSu9tKyMuU+W29dSVHUEbvtRmvwgC8vOgcBomg+eeeLLz54+6HnP373Q7S79Mxjj73817x988uPRdj88G13uPni979+57vQ2589tFCzqdHvaWqyHNl+xBFIZV92BFQ2W1OTATz66MxMk4UWzpcg77F16lPJsGhyNKqi5fICkNpuT7lLajs9HVLbHcHp5Wo7rG9mRcG2h1pa5gIHNLXDyyP+TXpdm1voGrsfxHuzM9sZD7VVtcQ7Z3owS0TtujaZNMoedUQizoijM5OpqkokolGPx2oNhYxGRUI9o86KpsfDrQIXmfW7unSgrS/E091PigwPwW7r+JPnuiaSVUZBiz0mWqioGKlP6RKG+vrWVsFIONwmXK636+MdEWqN1zAPHjz+QfDEfYPCAXdcCYOsWiluRDflVb8OqBYjmYgpDB4C42FEhlnsLSS51zINoQPhm9mSNPSQ70GwFGMiYzqHYHMX+GfnWT3kKKSmWcr8A6CBEm/YjgxBBZ5UDkeHoMUNrGk8JZihQbVVUcNcYfsLnCoXSPTnrkXPRpr7tMKvWgsBVmI+0BmFoj6ux7Uc1ep+MAp3rYjAXiOQPVgPb3SyWDz5J8CpCkimIJbjKMUmvHb9R7YWlKtq8UGJRIEcyLBCptE0SLViE0vx70YBJtbig9JzRVN0jAnEh2smpVK1Wr7OrPCjqetof/tt77//zjvJhyDN8aF33/3o81tv/TVlX46d99rhx0N3+Pard85+SNBasTApFVfvgfDb6SkcRx+DUEiS8t98ACZVWqJDLFdy14oLC6ntaJfPr9X23zSnZnFUdzoukxbben3qSVjhqYdeA3TrLCXLyDQDkCzTrjqBtqSnSAKiZDzkE+jkEIlUKgwr2PkTIp88qtaBfI+i1/0qF2xsQSnuAfWjtLsdOgOK7nadxE5PVSUz0H/T/vZCd2oJcY1pTYttPHjw+IfBE/cNChtoLfbZ1alwmdmHbso5Bu+JsvJJGDHAqMz6XtAJ3HfdzzBiy45Gg8AwFWUasmW1q0uQSj/GOGbLOeu4QNPHbINBxnRjZpJxDAAfBXdLjE3PNquQy32SXTGOZo8SLHSxTYe4pP8FWYWeeWmhgHIqbU+29hGcdkNSPaQEXD0NbOMKOLocNHdhyiBdm+aucxsM4jVo7iCKmiMBa1VFcDinYhv7ayipfE/3o0MPTQz15TiZ93+Loup+rh5U90//HGP60eVec94pnu+MNbtDsinrWJb5efTPQHk5RZnNTU0eT2Ojw/Hpp11DoE2ngsE61wBxV7aDdZ3n3wWvsyenfWzU8ZQrpn/k7LNDLRML105uespha1R7PE6nxcKsszOj3Bm56xZJLBR6KLk4ZD036vcg7dwCejwDZrJzvQvJhyqma/oCD0Y8FlC7f8Pblc4ex1ww6HYrFIGA09nevvIII7lzXdOZlkzs0dkZk9lbXiL1zly2qLaPLantyqLa7m5ZCARKans2G9OH3GFhOqCirfFoQkUybIyRD0aavF5vB/HkdKoi9cJkY4elvT3n6AWF/ahEb3SmvSc7GJwO/wRO97F8fnAwGKyvD4fTgRlf56NnJ0dGgon5aPqpFzJtrclU33y6bxHc7W2p2JhkeJp2tw/ZuzJucLULEwrZeMHdnhofAZRIezgcCJgsvLmdB48NBZ64b1DYQBisW5FrsBJlWATdmH9RfH4PyM05wKjM+sAU6cYZY8QLSe6M3H7LatBmWf3QDpDuayTMpLfgI2exyxds6QkRG50suNw5mNKRaZ6bPO6jI2A4hXTbIMyZa1GhBzKC6jWscTolrEtzn4CXaNekucNeC7wBPg4d18yb5SjHHiSnBGFZr5jDY85qKKnuNX+mMb1aLaXLJ2WaPnwdsTnrhlhMEBJJgi7GRGErpHQQ13JY5/k3AZMfIFYTAxAevgi7UUBlF6aguLOBGF3PKfJrlMsPwANQLYHSUabINLddHz51J3QHIBG6AVZRfv/0VsoPIJ9AMrRCgf/OApxKLIEUKEh0J6Mrcow84nlabddBAHvpUis1pxplC79MBVI+rNmFhURRbUcTImG8sEWjHNNKa+h1nn64FsqxDlhVRKFDVtjLY8EJmGwEnO7QpkEQhVwZAq+WPwq1vyic5gSVjfa5u2UNahvEhMHXZS6in65hbVMMS4Zp3V0Iix4oyQi52+kM9xIKITU8ePDYUOCJ+wbF/GJGELcx8AqlvAI2JEUZlXByvF7QdwLT779qyaRASDLlTm5p8QwJqsKjeab7f757ThBeZCGeYu2CIKNj1jiVlVmFzviIlkUJtVgWx93CRhOzTVlZeX/NI8bpbubVAgCGXQsCWUDLXKGOkH9sTtB27VMUB390tS8+3nL2rIqLLF4p99Vc6zaMsqxZlFBJ+XGXEIqOTOxHXITFchdugC2DWhWHQ19CuaWnO53SNevxRrahv0aZ0myKEmRwsTmWnl0K6FgjlMq8/HgtYa0JPjIlgWijP4XlUmZ55PjoYMOmuMgwFZPYumfYNyb/GcAwp7O62ufr6JjtHkhvsto1+hsfadZ39VqfSt+CR2dqOZ0qfzfMpojKf8IsPkBustZ16adubH5EL4pNnntuZ5oYjGqPz6kiJoiOWY+f6hdgKv/ogNU1daPhEU1vw0DjCb4DTE62i6zJdILNGksEFVP2vqcbxRGTxav8rbSMzfjJTVOPGAwxe3e3z2f51cPu8VrSNdQ8baiTzGoPMHkrSxPkVThZ16w7SlfT3+ivzlcWTmDzCaM1XWdnUroGR05VmEqlsloNhjZ3nSSrzVvKt2zP47Zrm48SLtQ4Gn1yCnak2OxDZ48L4w2zPjnm0d5Sc2MqOd7cQKgOUGnJTw0yY1WNXSvu6LBadTqj0W7XavFRezzprq/obxjFJTFDqlUgss8F+uPT8K9H7E/2x5on4DlgvCauf+SosLFqXKYwCMNVrYIqnc7dBn8LKhCZR7xfkc3++g3z4MHjXw+euG9Q4KCpdDGGYXuQPKNm3HrZCS5LK4NsD9ZO8FeGJZ0MI4pJ7gHGTG3k0q6SMQbCo1yZG0GVYtM4OdWwFmzp3axFgMjlPsHF5Y6C1xuKehkTUA5PlczOLuKjn5udNvVzMstsaZbYBWHmJ6jlcKrOXavm3qMyoKSb32RpMINSzYKGx1Kvuxo8YptCBsp2gMvPazVUFgXLZgkO9uA/CeVYLZ6GUI5WYVAytp64+j+EHtVd+BwZE6VoE7NOEdf0SR9TazmeKn8vnKqceBaKOl2iKdpeDasFsqDIJbURs2LfH/lcl+Mw8SzpgsUslIxixdXcsu9NsGMBVYrKFH2EdtUFGbN6FsJ9RoQZSZ/qd5bosnRT77isX7qyWtcjdtCqNlLbfznrnARZVNuXFinFYmScDwufkjppJ/mve1OPp0tYq4Qu+j5swjeBRB6WieAORxWd7mHJU5hZpSpsg0C5Mt0EsssjAV8rvhaOTgB7jAZpyzzKc5+jr4aCux0tHIWX3O1hxQu0u32k5HEXda13uwEPHjz+QfDEfYPirphBsNDL5GFpWlwEPh1gGLGlbTgjqEszuWmaRoFx6xkj2JXKXl29gFQz5Q8qzfcLRqq68ozMg6I045ArM8Msmx5g6xckXawMdq6/TfBpmu3XklOcFtQHP2XT7rbc8v4TgrAunaPYzKBKrNbeVTVNMJqLikOV/tlpQVCfpbjsRKR8fp0hpdD62QYWUEnVrlVzpyikuT/SPMthYeEXHE01+R/Ui84Okum1J1NUYnLfXRKNbLFm0wnrLmRSKtvlPm1AMqxbmLLbGv8c1b1M6bWYVB2No+QT+qHgjbFe2+DfpLsjUJTFYgIlO3e8NjpPdPZZn5zUiIIKUN9jLivpGB3E1SqViu3k/itgzkfgOzfiOD6Q7iQnY8NdiRubm2/UX6vptfb3jRGj3eqO43M+VbXc47Rgv6dwrwlUvvaE7nR/11RzcFEk2TRwS8fxkWqLuahvr4om012jVpf+xqAi7hrr9vvkTpTj8muU5yM44YoFDYYX+jq14mr5yhO4klLjvbFpw3TQ2nB/Dr669GaKantKJElHjwe1vTB1uxZ3xXQTRbWdvoZUKpJsboZwdVDbTXIlhPhHcfvUxFHTigZCXI1VOlWD5LDhqKpFSUB7AJxvWWvMkDROSBz+4021o+kbXxAmdUFi0OcjbDfeCGUOOoLQaiWSF0B519d0Z6WkqNld1aLrG+gkY8G2KuF4XcMTscTZbUa3blii0aWAwLv1U0EdEPXW8fFxd7jeCO72igr0J+xqlahUK6NzePDgsSHAE/cNikaw4Ro0TAaFPIr+lUoZRmx5C7g/4ySTem2BOHgINGEYAUBJ7mxlnSieZohNKXOBfMRWKGoCW7VQRDKOAaBuQTbD/Bqi19FqwLjMz6Fb0ETa2e38BZjoJYbHOGWilGHV7NsNlsOyPs19RBDgsLCwHErMpIlDwe7k+twQKoi/gFhvLo86q6NkE16pf/5heOUzRB+sCYCNX9L5t+vuCBTmExPSPkmM9kQjA7NC5AJRFVVmsp3cP7N3dq2Ju2kYP5qcRCPkwJKo1AMRhASmWEUZEZFUCEKlIqJ7YEeQgh44YFl0oEqtB63YYguCDHhg37AUSg+sJ6VLX2VaOi8dZg/2A/QDzCdY9n6inWk7bRI7s7vT3Vyw7P+/+/hUYxKf/O7rue5/h17rYvCXea1W+5Gp9ysCyGB9rf4G74rQeAY536SF61g6yJwI3Nhhkl36cIHx+xruJXHKDw1FH3sONeg82kWUlU5N0/M/n7wodv0NXA82/dK9K6JH262ws+J2KNIYEYDJrHdpey9+Xdun7VPf+6YSQvVkVHMlfK8lIRipV3/q5bjjuBHuIwiS1zWxm1wZvV6jQeQdbYLwk17dlYDubXraEhDc7XEqS/iEOkBUH+6nylBMXahUWMHdjlzut3i7+G+DIkWK/lgpC/dnqnRxGWutipk8xnw+DCuXRUa86BSBI9fEml+avSwE/zrFYSpPvsUaJvHdZ0bHNHZ4KrE6WypvYuGi+BMA7oq8zKtWv0hg4YU558ut6MoX8UUxcrmvyXG5m81F+6b1bF6sQWx/pPd0M7pbc8ngoSNmukK9sleOpAYiDRdmLZt/dS4/VM9/SAazhl991QLmLnspZTanWYftszNADOTJGJ6a81QWVbt2v9z3dlu4znPBqx22dd+GVGOtxzXUp+6MLQXUnXj6RHc1PFIIjSY1kU/A3fcE7p45+vfnzNzW8PAUHtK5Rr3G2Cy7QtCB4lX2W63G2FOp1F6pVKr5Fk1X7SUg4B02DSzcK17UkivDlwRMZjQmJy9gaqLdNoHgz5X29uAPp+wMw1wuVrLBdoY+j6zMfkCM3eXSgZP9qbsV7spgdh11eFO4AZb5PXC185H9D16Xzi1ZTXF/WZk885XWp50NTkvvf1hwFR4saLmP9tvgbP/rNEfSzQ/G0Njd2gAkuPANx1//On2tpdPJBFjTb7TAZvq0PcMmdYX+y8YQbXc6qfVgpk/bh77o2u1UCvZN2yMRHdD2Fy8sxI798K/Hm90lDSTBF75YeA687qgNa0yXeL3Cf0xR+S19OKLRLaxU7erd6Etg6UnvyiT889bLlyQ5O7u0hMh7fLNNn8+HV4+jOaxBLtHMmk1wt5OLzPoxPL4e+pnGOnB366bNsU5F81Zwt7eo4xt3O/D2dzbb/Lxik1Gk6JlKWbg/U81Cf7yWWmzhXjCZILeAERnx4kB7Ar1TxSYx6I4QthGHqSjJ3UGK07A5SIOwQRNAUaGJpDA5wFVoA7j8PcbhEU3hqElhRLI3aQzybmS53OWGwAzjaUBb6/IiLyZpm0Tz2h8awhfATR4Vzwm6rVFLGLBg1ijLENzTFG4HnifnY97VFL0BJM8m/73d1pQuAlA1r/fLS+N5TIi6I8poI5d+baL7mtIl6SBgS8TduxaZXqV/g0ZwryYCbnJSrRbMy0gz+nX1KlMGAs4THWDhMamiljwZdKMwmQaandIwtZZh4E8K7LinNfg3n6ktpN7MiW5ueaLgo1p4Ui2Yv50Q7sPKraO81n2i7VAAhAgYMiKyJyBkqQrxNG/J4EN5Nzqg2cgxvqY+uBfrExOYNqLtt7sHuPq0HVnTexrWJXuR6yR5s0CmAeC/grpdRqgpunXbQjD8CVMF//1NjntU3YaP6iLacI97pUpBHcpsmRdyZVRaLY6jWzrEu1MXmn1IcUeGF1LbsawJhY9V+EJQ91QM2zORQixSnjph9gTuntdPC7z9hrbn9PqnPGQrUqToj5CycH+m8jRr2ExrW2QEvrQEW6AcIiNeeCJqbEt0kqGphQkrdjwnupjer9ow25o4tQ4tkdjWx6zomBexCydGTYvHLg4ZjHU9ZvskAcmHDeV6Hgt2pH7wQwcBbGK5IuWahZJB+nqipde4JTOoDYmlb9hWpS01Dim0ED6xRTdYWastw1hGO7HFcSFZo+EECJ361nP6MB2SbVofNqxE1pxOvXZe6rjdlWHBEzg7bjUaHbHyzSMankqkicqO7bDxbZ6V/iIe05DhtVczz/u4NUcjzBOjMo+StIanCgve/Uhmg/TXV+uN977tZszzXzAHDxsK47qFOW+MZVkLcHA6GAxWLi8XL8thENdAqvl33gvqdvnv2t6etDymi071x0C+3V0UXv3N35uu4fejueGPgCqVs2AgcA5/eR/eQcyT9I66QuNgZJd644PoyyjboTe6ZaZerzPlbpDuTKY/uELSbWzdbg27tBH2O9YYplv51AGb+PhDLzK45yzV4mW9flIvV6pEzDN+71QfHeV5v3/a5nAsZfbZxK1JXLFmkXEctpa5s/kV72tDn7bHOkXS4aDWfcGLfRc664bcofmmv4Y64WYysdgUUA9PrF1c1m+p/L75CyM47tOWjW97NoryB0/To1PwlPKtZNuNO4I0q1lY4SuO69ymIzxPHF3wG/W93MSJY3v7/LxSOTzEMI6jqyaTvf7PnM1pClxertaPc8eU3fcROi3Fc3FqjauvH8IjT/zk86GN2spZJ1RUND6Tz0+AoHMq2GZWuf39guybgiJFiv4wKQv3ZyovwQH3EWvSOUXTyBYpMkLonTohOgkKp8kD5hX1waAk9zglboNBid8qtUSuTM/0LWVklRUKD5E5shA54F55LnczbpeF8HvJMnmpfQE3asM2gzItC89Dl00W7OAq+aysd5KEB2PuOxCgI1X2+FkGYxolRJskNx88rJAlA0jwLbkk/UWIyYDPEVkIEFepyd9L3RGERtwdFk4QqF8mwIUs9YJ/u8YBiUeAh5+RYSDg13fbYcK2ge+qQTvWx3RmQi++0WcAvbeV05+g/9lkQkMtFo0mOWDQ/8Aa1dAmu9AHFPm0CZHe0PeEWLtDsH/byXmRfTJTurS2DKeIlXLQkYfOthtjOnKR33XZxAhOaHZ6n7ajM+4ubfdCBhToB22/6Ce5twW7vBm87giOU3peqArMChs0VEJPg4Lxk1BPQdeCW8dC4g06497rdBYLhRzwYE2f0/mhMzSqB0waTQyKy7fpz6ASgBzvFBy1XqoMcrejF+RUm4LL/dX3jqkDpFMpUqToD5SycH+mGt0vY+9ySyIjzBYL7FeKi4x4MabzY69yQbfYYun13gkWr56KjHgRGl2HJPeqW2xNa/Y0sVfRa3GgOlWwx625T0nxxXGhE8TyjivRMaD0AWzfXfZ8T15+WMNTHxzTuemIpM982BDYmcFI/rXUwBfD4+kTZ9xpkeWASa7UJpxrREjOevUvBVexm8u9fy8X9xZcBDD31mDM/YgNO2y2Lp+QOHJ39ZdC6LR5cnJ4uLHhHozWCzKHFk6/cmpbytdmn5wvg6g77kpe0D5u+nPDX8zE5D0QydKQwN0nM3y5zDAQrl7meZZ9ykf9bRoZHx9PeL3eJNjfWXal0wEWfp75ChweVCwiSN5TpYKw+cPymbo/Bi6aimfCq9uBr8jbTpzuI7jOejzwZ7yh0Jdxd0F6e/aTlBhlLTRves811A6IzqkEqqf7s17XuIwNzyMjsdj29kdg7av1S992FZJeQg9fIF+Slu22365fc3AV7cX+gstwr1oQixWLjUarhah2Ouae+nEFeGNLQNudQLYznfQ92r5OOX7Q9pECou22llMfDPZoO0L4q443WzWuOf/BZYaptJW6/lhV9zX3F8ZHk0SR0/9VleI2LtK6WGeJcUR3qeVgJrYS2fbXolvxN8GNSITn6/V83ukMBL5+Jb/Zoi8n/GXtUjmcoiawEle+3Gk4o/mJdc5eX9Yf5/Lx1sm0sxXPY39zvlGp4irs3YQ1B8LewXRLnv9cQJIiRYp+v5SF+zNVQoPanoqRkxGNBuEVkRFgJS3DiKxo08kxiAyRiOmWk+RuALItaZaXlytjNp5Lh8IjBAeNOVWsZBAMAviyXO4EJEI4GDm/ecjQLzPa3Iz7AL0tPRp9cVdmyyc4iJR83IuYe24w5t6z8+vVMckjd1dDkC4Drl69/mmb3obxOe17wdcrs8vU4/rZcfzbNKxboHm4IkBqNU0/7aP+GzWscwnmdI3FcpurN25R9btCETU/tG1ZEV4d+13be2XLCOE5nMCMURRM1eKVlbUkCMcJghEaia4yTeKLyGmLeuKiiBqKeSQjiCAQ1UZ+8l4MzA+xkOf+UshtuX1kerQ9TzE/aDuuE2i7Vc3c7PhACN/aT3JH7w1NZQVw3xWmSloWBSu/HZpy3HRNnRH2eyTgekDNTq9h50LfMK9WG410P8U9QE/23e0kfHMI4E+odrTvBXe7ilrru9uj/SrKq34tBU33G5rYKlKk6L8oZeH+TDU214XbcGX08ZiTYZ0O3anFHNHDhm7cir0/EqtHF4Jd7GW4IjICpvnmnIEWrGLTDE1pqC3srUbCB0MvbmEfN8SXmX8pwPbP/HJSYm1hnvKd5HO0RorZ4XJd7jqvOr5JRUalV81TK0sTM/rVkDSdh2N3sXGCqd+npf8+aDjk9fny+WBwEOauHoy5w/omVuFa0Y/BOdEayk8y4Om0z7e7++1bTMrt9JAMU96jzNVeak1d3Bj9pXWj2TV3cR68vNY7VrtXll+wzf8sgbun2eq2z+f3q9V+f7FIdDzJ32rz/hUNTU0BhweFQgiS3yiNuPmDmgWr+g8thEK9lxekT/LfI9foviXDLwJpb6z6/R997QxxofGMhgp9pi2qkSnE2stlh4NhfMDa2fSCy/zgC81ugO3Fcn35RM11M+dpT+jujXPI/doS6XYdjsNDn6/T8Xqnvk9jAEN6sFtzTANt375IAjLvKRSb79P2wEW6T9sTlk++skDbA+zsOLhg3G6ebzSiUYeD3/4Ak7pGqzzj2M3XuTbQ9zH3Af+x7szbHBUwzXti5z7usDXxj3J736LpFH16J/aWC592Ts+/+SlqYqJc/vTp7GxtTZWbPjnb+Pix527f8dWYNXC3HztrZG3ZCU8BlONacLe/jO86W9EZxNknJnrL9xP16eR9U78iRYqemZSF+zMVrssi1iIS5jyE42jhLu6IRr1TwxYxQzMKDLFKmdOzwMqknNpJcFpK5pCjmBVpgzWaalo61LkN/k/pdqeoFiDL5d6rB8hpdToMyTd57FhesgzaaBCnTmUSRjNBIKo9CHP3Dc7cUXHBpl8ZPDCEIJALn5BRv3hIBl0aahW/BQriGgL6Rb5SvdHSUlWewTWEfyEIkkStiSnKZ4pYBj5Oivr6AKHwDdhVgUHcCkfyhGeAc074GnoomhFY++NrfVwHsB3WtCpqVdt5IKJmWDenvULfp15//+RFhnSUULV5j7Z7oeVpj7bf3IhQ0cgHFz6i7f0TWKe7a5g3akjhw5LaGFzwbl1bKDKkyAj8m1fompqDngZpOH2rQgxMC07fEB1A5nSViqaNxt50q8y+hhN87ihlvgYxOhikU13RaiFVJkXahSa2qIVtL34I+dvRwn2Cufz9V4MiRYr+w1IW7s9UI3gQbsQfWRHnhsFghVv7rKhleGltC6tVxXJczJFt7FVLNJwGmStsEEcmHnGNLCmqoPhO2Bce9jNmS32QwG2uLoNRZ59Ex4A6fEvGU8AwfrQ3bV1nZQR0o7jK8pl46g3SkGEO6uVQzJYaiOROBOw2lU/0S/ghg9ebSkWjEbHWW3c0Bm6ZNas+ez4me60P64vZCjfdugymxwZi7rCa8QaDyCIcichCpvcEvZwiTTJMOcnFX93+aUgYiWb2cm+51AhqD9ix30sZDWav9+CA50kSRa/shNuB00jM8xr/Y8j7Hy6DIZGYnT0llgI+kmM40GKWpyMHMW9I3gMsfAHJyGmwyHFqtd0eDEYiSe/DrF0IqolksuGSWs2RZ/TprPfeM/pfxhIHkWy3pE6lSLJa9d7a1WwwfJilA1zps7MWDtCs96ZsNea10FlujTrhFumIV6DthrHZg0C2tL5Jhd8TkUQIgZODg2y2BcpmIwdj0FRpP3JF6lvTKTI7OavDofFAVg3/r5rkDzyJWSII1+lmigk02X24CmqqeGs9uxHpbPP2klVwt/N8t9tqWa1MuAI7Ew5bL63XJS7s55zRl9bD0mqjYf+rNa+y7e3tgd8dy7eg51IrDk8CeWtPu+HLyL5B1vFVpEjRHyxl4f5sFYCFe9giutxDCMliERuBeqeWwF35uEY0yJzeEhkBIiAQ/oQRT/EO0RUgPj7RMS++gDEdw1Ykfr17ETWSASZGTQo4mTS8Rc1OZbnc0YQ2/b7UMJAbzOiSHWdvlKbXJOL074iE3Q0kKTXqh8AtMzhzZ4l1oHS8TO/9Lel0ej0ioC4R/ikmXHMB8TRWtf/X/eMG3azgN86TFXnFj4Gl0ZhMf4e4EMRAeTopI3JIERKOazTIeY+Y8S4VJrcJ70DHDrH2Zm+rgV5P0+LPeElLUTB+p0j6wZAag/FIOE0mmO+29Buh7qmItuvVzTsbbxBtR/j+Pm1/CTsrTvpR/2BVRFcqGNNLOoG2v9a9FyJg7KQGPuwITgjtTp3qALyrMSMvtDy1kU18DPoaoE1DKvWizmVM95OMGBzXatF0KtW8pdn3ufvA3Y5aseYFdzvKkIlTDZNaSJWJqq+hIoC4+27f5b73X2xCoEiRot8nZeH+bJUBqlKrii6WnfB7Va2KjSAWnZieFFvbDydicNd/I44sWcKBvUmJr2jdB0tYLlUTHQO/lAy0A6x6xAHplKdqzbf8UlXfLwmuFVcR3znZYwKnqXWrVJGarjfhcZSXeHdI5tEjpzP6eVYGxoeVtcfntLWyszJXqgcHqHvlwYFcT0HhO3OXOhC35PLyWaeq0Y1IHr17wvFqtVRyOs8Cc4nBdrf2ZEjA9k/7qvMkm2XZX8ODw3ji4CJ4VSqpV7smgriNUn+TEgmWbdLFbA16id5Q4+Qo/oRiw/+FhnC318uy1WowSJLoiHFcJZuhJw883jGZ1YohQ8H7QWDtjLpkr2Wz1arH89hpYgaq/YnvhutrajsZbALXvr/CN3tjRLV7CZBanT2LRBK3FvZTOHugDTaAtvtJmvCM3jxYhPq0fY3L9mk7usTSAm13QiPWKtqgAdtM2WAwlWq1SJIgcHwE0H07e+KEahR5fqDDR73nAf/esXWdCxDpUQ9Ld1dbu9FrcuNgZbYTLDsp6zF3WT2PVLvfopuqY9KHUvZLJWiutJfNnp0x9n9a37TCZDncKM1g0dYqV7NfO8HdntLrr/cAylvjgPKPBecNhEBCz1Rray8gvDNFihQ9eykL92erKvgYS1pRno4MkVqt2AjUO1W8ASswVFi4S/i1jUIgvHjzHRQG8071WXQMyAeGzeAdM+nPQh5y1D1VkiFnwVAqNdkA0/UmlDLz9yQjjeeHpAsfd9Rj7tKPDze6Ye5SB+KOXEbkmPVJHr0HhNBgXnWhGQSi3tZUz9VrMv2aXQZpCA9piwLCVz/VeS8pFCEeZjYFHzQHIeIJeXaP/z8N60YJwmRCJRm0OyBMVonRe1npUgI3FZERWHtO76A/iZdl3LpPpms4ieNUmJ598EsZI3hISn+n2jVt3L/8X/e7p+rVxJ3uqbE+bSeJHw+CvVanP3KM0FknWObV6h7ER+geedtvJmOJVSEGBiXLGPADE6ozRvWLsGVpgSZhvf1KtU6s4EYoBfaCYEC9FHeTyWjsudvX1KcWTnC369XtvrvdQdYEcA/9Zvvu9rxA3RG+r8jZxaNIkaJnIGXh/mw1v7eL7WVFF8vhMIYtLoqNiAEqjzvFmxmFWrvY1oFolfVLogyUpynqiDaM7atU1pYU9UFZhOWgVPdUz94hdhiRNK00s7sY05UyywwZkvZ17FBq4yzSBWyePeFYGUjVTGSsqtKOPHN1DH7HnSX6JyD4iCKRaDSVSnvlrg9vmDs9CHMvjDWDjqiD22ZlhOPc1ewsSbY2d8hJaFQjfaR+lsGjCZwBBd0LBMS3aMgQsM80zQOfVUM4Nz07++vPAj9pCk96LiIZvksyDbvdH84GM9VJFsi71Av/X2RIuGY1kQ6dyVY4Dpq8wn+CQRpIe9Lrlu2oMuCvPRqiGTRxDMMAay9WCU/ysW/TYBj1dqraLKd27HHkBj3pSdzLbEem9H3wr9v113YmwLOa2wW3sTH2IJjdg8LWZRdsPIkftD1CL/Zpu8Xb2/Ze8LJ0kKsLtJ3worsbOn2DJcfmJscRBIL4Hs/XgL20pbJzGZgskbioXnI2sKUvBvYhyicS+AiQ3GnPViOag2rbnrIe79UCXyMEX4S7nLVk1y5Vt9FWaJWKJM/Oul3kbi/ZPwJvR+72a3C32wV3uxOumMOWCstHd4G3x7F3cE+egKeAd9ZN+zdi5dfKV4oUKfpjpCzcn60IYCspUjT02mRCbmOxESjSRLwBK6zKgUnNSKVrd2WkkX8A8rkl5bNEuTIOCbv8TfdUyQaALOGUZUpHkclvyaLUsJ4Hf0J1LgOpDuFz8pNlRvAKUDxSbp9IHEfQMkPIR2g95q4ejLl/0V1BD0upTccPSqO5Buv3e1NC9rrsrobwBDp5UaK21FA5MhNNVH2iKK32163zj8qoWTKVBAYK/Sshi1xGBef/Q7iG1QYZO2qtiyC0yWSxDP78NAWta9uQFAQ+biYMrF306JrxFQhbmYFrtU7OP5gDhUzpi0Lc/zQ9f98lZzSaBNruJ4+Mty+yXu/U+7T9fufUXsHoFUXd1Hh60eu71LYQcWXU+IWThBGSZWJEGCzpVhVHe6AXLi80Oz000XhC6CUMl4A2o/OaLns1CrQzQODosPF9SUD4yOf+UbDOo/x7VF5A6F4vpMogmwzKckfNEWRACUWKFD0TKQv3Z6vJ8DR26BeF5e02htXrYiNCcwyWm9gwiy1E3eEalg9+FRkBajvzmGlffKnidaxjM9sShgXPyj8w2/WkWdzy+vqrD1PVJHa6vnixENvLb1Lz41Lr7MLFRm7G4TdLroSn3JeprYmztFTGJGgkVCthquapHNBlGJl/D2nuG6zoF/FdIyPBYDz+0Zd0yRoOGottO6YnbHynIPkRf2jK3QmqqfUGrfkyKDgfHQ1W1g8bjepp6Gm9NkcKnY7f73Ry3OSkS/bHfEyGmIbnGWZtjeMyGY3GFZJnqB5QodGVztcNX7lRX7XXuMtKhjhgY16ZmeT/ezIUvrjmYpr9SaIaPEP9ZldXG7XLS57vdJJJuY0IkIbNYwue/U5mqVxebTgaZd92M61xPwoJ3OOe2Ol50VfXLzt2fPz57E+lD0NBF1up8lxteq3OFNvp2dtR/+PjLBsIrEL34Jq/ee763oQ15EpPBnwO6toRLs7Henc6sys5SftWj1upeiUQQ8G70ENg8rTsV21CO4Ii6mcwPj45WS5vqQ5Tvko6FjInY1+Dy9SbaMmfsRhDH9gl39rEpm3Vl1lJxyJBPxWN2xqLn6orp5WP8c3oP5id7cz21wY8daZS79/zPMdh2FtqtVap7HBWbCu6p7bvOK5VWNTmnHY0WtAfVRV9Y2sBBsjFZ1T5iRz89+G3q/QTHr4VKVL0h0pZuD9bzWpLYE8XheU0jVIXxEbI6Z2Ka7PScTDIpc1oRTPjIb3lEhI+JLi2nDasPcP8K2nDfC96/Uwyer3nct+V43JHAToOUjJDHoTanEKyjDy2GDJ2AbsFRb+IW0LMPTcwc381KHMfwTPwvZ4wUjE/D2gKD5jyQBnTd5DlQNLpUEg3ApdPnuK2jMZeygfDdP6dwetmfNbCm1CfTRQZQmoH6gL6v6SCMUbQpB96LiCfto3Z0fJPy+ef0h3RFQFFxxkfWL8lvjyj5oy0wYYDm/6MmHvw0BeMHajYIeN3+eduEKjRKTpNbqLXb8QKtB31Tr1P23OqZe18/12NEdtQWHinom5KlD1zeq9v6hAUsQJgBUS29FO4w4WMZ99z3HE8QqI73ww43ZNCPwP0/nzGpGUe7fdAm5WMxt7ugFU4gUtw+ffc7Smheypyt6OpJpC7XUiVmdHbBN4+o/+ok8EZFClS9GykLNyfrY74Orb5uS025PQUrXvERhhGfPkctph8vAErrESqEAez5xcZATqFeBrHpfjv8lgzgFnrZdEx8I52wGQRPBL/rTGELNGZiZbQsFBUG8wMFqalstyHRjzLTiwubuTv6eiikXc6IpIQH54GkiygrxN5Lu1CiHbYJvzn4o8+3zUycnW1mSv7Fsbl8uyxWJNZVjkHY+6GEXabOZy+bkeShQEQKdLIiKXD1FvHwYDGO+BLb+R2b283GtPTPt/ppEv2B31UodD5ebm8tqZWdyudSY+3YP63gHDDyGhypcMXSf+qY7XmL/sqgWpnX+Pxhr6Yn3ggnpNGCq9dC54j9oBoBtqov6zdXgfff/Fsu2lZkdrgcl8jBZdHM0lkguWaY1lg7fOx5OOdcEfMroX9ST7or6vXGX9xIxILjdyvrZhdXvY0sFhX29b97/lm8s6tweViIQzm8+dUigHaHnLfnCAh1/5kUKDtZPH0hraPJ/ebPdruC1g08K4M46Psqe/jMZVaBroOl32hgKaLx222si9iGcMXvOfbO9A3Vd0I8rOvvZ75QA1am6YaV+fsHHtecThzW2vcRtPS2d64PoR/trfbRLXim8hHW42GVhsIUFQu53B8u8xWIHcm9/eUY5UrtybyedvhWv3E+U9MFT3ebTnfIs6ej1Nb8N+qVG2j6ZaJAxQpUvQspCzcn608NLKnd8WGaDQI0IiNQL1TVRK9U1GSu2QcDMoipyTc5GbjivREvYan0sktXrC7SjZi7bncneob9+njQi53yWoAkhns6C9lQHwkN+RD502SefM9wQZScKeKhnfelk53CL7ZyADJLQUjams6IHOHNlYQN03pA8YnULu0xQbvkdT+gq28xz93qadH1NwRjtM0BQ+Gu1RROzdgoMmAcutYIkiq4fJCrmPOxFtmH2jZ+T+nMSNL0KZv/VATlbpm2rCk5ZSyHtKYkTBxQi4KxVSkWTuK95mGElteFTYdPRIMDwEw8N5yKhsZ+BlEEwQ629DOirsnB0uoYVpE239cPAnNGVQBEG2/6L+vXrfedz+69d40OiVJHdD2m1D4TaoKyTJ3c9y9gtO91zUV5cq8FIzpp0DeUYAOasXad7ejtsQ37varvrt9kyr33e1O9Zrgbodx/TSZlHjumCJFip6hlIX7s5X3lAN7umhmzNwcuncXRLeMbpy8leidOjzHQgnWJj5NclINP2wRUTevIfQhPzFhC4nhfVCz8harV6RMmS6fHcu3JeMWkct910lIAnLkcn/p8I9LLq0MI9s7FObnpR4skKBWkZ9pNMblLPJfhGJFAPRXfZ4nKbd7MRzPXW3oZHvIzaGjcElg7gMBOE/H5zi07fAroYFehjSXNPkOKTVX3X+i0x2Z5Xm+XndSV8EDNvHr1H1kJJ0uFpmGA9zufIb9d7ndkabcc7HJc764WGbA886FLyttCJtZiXkWXOMDH8k/W8OGwrhrIRlL718Q24Gij/wW9tsddWbncpGnO5PJuccN6Y8JD83F2MlmYLFWX1uu1y6L2x0x1o6g+JGmmSHL1yf1+mW32Vlw3x9sMIe8GrCkc9cna6u+q/PJOyDaAOb0SZ/v+jqV8vksltd92j5sQBA/6FunlgXa3ruUzeNethpkbDaBtqP3ZSi42Ehw0Tltm/62aGFHRgxTsVggAM0cogxzfl4YeR26OC1zNtV0yldkR70L++fdxl9zh44K34lp2IzgdHf4AhHLPl1enpih1n2L9Fcg759z+TW1qbK0hNztFFWD6Ho/uNvfUupGWHC3U7bpk567/djm/GxD7vZ8Pq+KvwR3u5MpWn5/9wJFihT9d6Us3J+tEhrk2BXtoInjaOFuFLVfbENXwT2TGJKGfBSY5Vh8GrcORQ43Jdy8C3JyZRAkl4L3ve6pVnVYYhQoLAuQI5d7HovKMeEmLXUZ7w9pCEcfGLvfj/ExHZApsLseSA270YLRCQSdNUo9k/yQuc/c5Tx03BIKq4QoOtGyzCOawi8BCtr0kac73V+8sFhOAJKvqQ9+D3WHeCNNRQgNWWWqdxpi/ltkwKFjj4kTPNp5ao28os81/2OLqRHcqzmlg6S9j3ujas4UIPYHre3c1qiFF6oVVtU0uSHeH7qnC6LMIEv3498prrNoGQDRecpO/wzvzWBOh68IBQ/d3pUyhUdoB9D2TUp7h7YHINPLeou2m42TQuLNW9IklBeG8Ju+qerejTMtnMQoBAbVnyaF4PVejvtN19QUdE0NGZt9M38QH6VNQN6RXb4J3YSFFHeGsVhQwQh9zCbREtztdtIvcHcUoDMtcHcVRQl1nhl9ZbB2yYoU/Yu982tJJY3j+NXOzTgjeKE4KnkhgqBg+AddRSRKEGGlEPF04UkQoS4MlKUClXQvMlIqEOJAF2mJciDmwrqJs9g/Sdm2PbJ7cV5AL2BfwbK/Z8Y6dU5nZuy0f9ydz805p57zNDPq9Jvv832+P5GRQCzcR5aQ1wc355+5lo/1ehfc2lG2wZfZ/PkX7NzHVYYq9MUsBBtyl5+5/s8WF0bFubuPhtRprEn2OMd84zWdu85sxzwBKznTr66s2s4fBNOpvcI6F3xF55g+un+LvSIjPOMAazSQadi6Id5Gq3Dl3Luw1L25OStIKo76K9kP9k2hYetxt5E4M78l5/SCZgfG3dvEPrR2OZ4ayvcyYeoQ7VilfCI0Z/4jer2/RaTbzoOuNp6bfaanPBq9Cp+3HUe/UtcT3+FCT5aDwgTlrzrSNvtuvrwdLbpzgq/gM9Do3dHeXst3+INjoVbbDft0l9TaanSi4HZPTfG/ff+96PGpqVDcOuGNJre7VEvnCxurR+mFfccPgaWDvQvTtXvoBgBI4YaW/4X56EW5M7lze75AVHz+iyjnEwCOW63R6MGMfddmqzkuWyfRz9+mGjxklUbKV9U0hK+EW6+9D7cbzM7G41HTTEmpbLfDYdgKPXhRFLP9+KrpYONc6WxXwqSJffjX4HF4EpOpbSsL9g3yFG5TCg1u9XaDamfmbKvi3+x7YEKV6dhut1gWFpaW3G693jqRKjfqzRWH/VfSjRfnyxtpc4bet7/dLriT3ZKattAL6+WeVtrt2OqWzMIPuvJqbyNgzsaahNFPUa163WJJp8Phcrled7mUbaNxZqZpnracQddUwgEPOJk67bA3zMsuSzZTr9ehHRR9e7Xn/sufS0VERP52xMJ9ZMFVS1C470KzPQ5Q9z7ujpHvmHAa7ozGOXUbktx5bCl5ULY3eLKrWdM3b/x6RUAoPNRzwnLSUQzMOW8wPJLwU8IkfGgSBQEO/C58BNofACqesGQZthvuJCkksoahqD0DDc80hJrNau4N/r0Bj4H4C9Dwhujt+pBTQw2kQRmTWv1seqSaUd0fd7H8ChL4GuWAPG3khx7mCn4F30kj8hLxC8iorPn7kjzmf/v+e9FKoUeQPEw0GJkXxZmgCJ3V52yG+AjaGbBhRLkoEuWublNIZwOpFHUneoO11WUKJbc8RVxKwXIWmMDBO/KpfM+2OX0UvM6CTOmLjCldzgSws1gZtZ2NgmHfNgnVu0FITYmxzd9NyASvowF3zU4Dsnl47rzLca/qoBsYON1R11SJUie14qs65GjPKtelUW2ESeOJGX/XRu9S3A0G1NsAudupwfJCXVmS12A9ALnbiUGqTGOw7NHWkXx7AkREREYSsXAfWRL9PCrckwWuQTSNBF+uESbY41rn2RM594MDywR56u2D2ybmW+NWtuP5EpZd3+AcA6zbMtiliW+Vdz7dxs62eYNgttcI1weH4ZPGiZ+TM11YJMLSG9dKaayiO+WdEgr3CRNN1+tePsf+AMPPCy5i5kJo+kjc7Wg3zXsXfcFaNqu5N2bKw2nuffdm4DxzdHVTcAv+UfcUoiV7I1a56iatzy/dpSZZOG2r3c5Q1zDL0MfwOXr9yeuO74d9p60S/rW7Om8N4cOf2nB4JpJkaumqsru1316oBHydmYPuxerqxMSoaO8aTQLvh9zuwoT3+nR1jTqYea8L7N6m0ws1CND5fclPnkQn3HwP3F9gXD8XL85vR/wzh7u3C7f71fDl3skE534YjSYev76mqErF6VTv/+47fv15UpBiNjHlngezUmWfbm+tt24eyfdILC+aelcB+iy9EA6b7i2DrNreuTqL2Ri1nT0ppLZHGLW9vSXzS5HaPgtZ7pGg3ZFZWfhhKdWHcVP9pOEqIMnabOHwxMTsrNXa7R6pM5n0/oG/iLutFxRha2Ya++/3vPF502Ug7co0HGF/Mpl8GzjHLI3zwMG7XvfARrskaUdp5mIzsAvbs+mdnVQqAH7EWCy932rtOFxYbOU3deCqXZ92ZTO/3Z6r/8BcFkmMtsXgT3ohvJcU1hVCRERkxBAL9xEmCIX7Drf/E6UacDeftDJWee6iPAeazzR3C1Y2fYQv4BxFm7uUDs4xgF9mE9CwMw758gKCYPS4DyRBvmB4RAgM6YJc7sjQPy15Kyh0PcffvvYjuGoGtEajcGdqj4yhrPQh/CNIc88KyeN5jAbfBJ3RaUw9R8XT45dgw40py7xbDTjpQgNKF3h6pV8IDHkGbm1rkPm9Qc0//7FiODSqCXJP54OGxAgLUdXpSJJ7C8m/gzlVVLpH5XVVAtIImYNXEwFZXh6Rqr7+2rm1e3IjNDtFfWc3qHcChPsxVUEuR+ZviUSni35hr8c4ZL2sgwhtkRC6yGefWI1qVXYInwcLUXm89YZV21G708dq+/tB8Do5mEozkMklhGywcwGZ5dkkd2aJEsdZr3uNkMIR6vHyIMf9BlYU5w1obdEiscNSltVQYoJgFsA2fw0RV6jh6ZHBYOgy/WYhmwq529FERsbd/gb+FpDJmMmyktvBskds4G5nBPyHpyMiIvIfQizcR5gyuMqJHmfhvgtizeUl1wh3FFnlWxqu0i8308Gm7XaOEUBv5hfsKMxtptAnL94s0zW+ZqJ7Gx8wwsfnGJlLtbBsoKTg0UnHExvKLFae4Hd7hhbS2CvDNt8wuB5zskwm6+dMv78jFwwuL1erwgTVxFwZ9LIdU4HvpO4w9drNOn1sFa5BjxcNTqerntoUdkR3aBLH4dtsuzpT7HO+VZ5kPEH52k2l8jJSAElU8KF+ymvSkW5miMOL0xDYiJ89zUNCxbf5nfSrpvPWd3BSiE/l9JrnH59Qvp2z9i6CM+HJRuPsrElXK51OKrW9HY/3+x4Pjuv1fJ+Pv49xAPwceB+Ix72nvYg/uNGpVPfbjZXFxUZjN9zJl6kTbyjBv/r0BRQKvd7jCYVOt8vvKzVlc0XpqATJZJHz84r+Uz90alpastmazXQ6GPQWP79oIIfnVIXjlFFtazbSh8GTuYf7UmbHEx7VaS9QOauvNMKl5P39RqHA8WLhYKmRqTdrjlSPLdxnQbpfjchqZ+bmoj3fg6kUinF8rtD76QdXtukM67wFmBK6xaZadD0TSzuQ7wbHC4VAwOVqNifD0aInYS3MBM7eNJu74WPI9TfdEBCzddZeTyX7qzfrdNOSWdzxXxRPlsKYJVtvE8fkjZ+OgbvdodOx7vb2wN1uAXf75GTFnsGms2eNtLoO7vZlS5M+A3f7dGw/8HZC8MO/iIjIiCEW7iMMCRooT04vCv8lCK4R4/gMFO4dToGLFco5OzmxYSsxJZ+QGxdiTNdK7aBoH3MPArXsFMlzbGQyF+8ENjvVg8sdWp3yDUOgKc+NAnayIlC/Q4PAOGWUFbQs8QnXtZHmblOvDqW5J0HFG1pzh6cEsONmlVfC1wMecmo4hE0QyNf7FVUpGNOZKGykugu+QvyYyJ+gQSwGr2iQ9H7N8Q2LRuslb3QdNu0bdTmWyVryiGF+iKSgv5RxKSAHCIJt2onk3S2io2vJ30mtL7PwkcBNhjyz7JGFXBT/F5qdPkaB98m3sPGGEaC//NHyqG6YgHOluvPE64pLI4w1PSvbeLzMhuPygdr+9kHP3r6qzLxJHA/U9mv5IXQnzSoPBw1YcWmXOSrJXZK7XI52GSkHE3WZNqdZSQtEfI+qxYj358ZNlUpFMbb5V0RLVZCWGeWd1qUG/VNdynNDhHW3oxR3I+NuR40I2syyh029O0iVOVM22TR3IyngGoqIiIwqYuE+wpA7DSzd4qy/ymUM29riGjGeaC27MJ+XKwFCb7rAXDTNnY1SSNqxDH3Mo8fGz+rYWZTHBWP1Gl3mLKnnVvG+nfNOT2PKEG92hYk6elMLJHk1Wn1v05L9IEgcN1FbLnW1y3OEA6qwlr62JixZJuTdyEiyh9bvhAq/pp4zo/wQGUpzl27tL5+lNoXY+R+yGqw0m4sB2Mr5jLJgPlnaamSrP/UKfWFX7Sn0iR5lH6jubo+e9xUVSLTX8h0pVzJblcvUu0Lcgz//CIdDU9T2joOtcJjR3ptbWz//rMvv3Zxsu+OhUL+fyyH9fXx8TOib4euYBXldr0/guZyHVdjj1giQz19e7uxsbTWbKyuNRjo9GW4FU5TJ6577ysJdo0FSfqFwcaNbX6DplXb65/xmz8oj3mv0ual+wZs6ULebsIrj8yWf3OYCinx/4rT80zno6bVKq6dNPHzTjulzfWtkL2AH+fy3fNB7n8+J1PZCAYT85itQ27s99l4wO+vxzJ/mq0oYHmDUdnQccwXDkjHTbNocnaQXmelhytQHm9m8mKa6CXjdQqGlJYkkk9na6vY88K/UQTrbzDjT/p4VL5x2ak1XdsXuWyvMXx/UFt+Ym+nDgwlp5JJuLktW0pfB60gV3FSZ2G21u/kTbFCdnm40KKpancbMZpvTt+Skp9/A134hquBqX85mVuhYdhmmIXy9RycrIiLy30Is3EeYCESwK41vuYaQJJJpuEbcRZlwRUuzSe6YiqcDJvJylnm8qQJzZYRE1MA2MOgrCOIWzyhYVBDqcu+D7zjGncJzBzpC7o6z92i16EXgu3p3eKl1SGCeEa65dynbkJq7AreCMCjgyn2K1ZCHUJqq8Nybh7C9IqcleWFX7UvoB6q7Q2YQ8IoKZhzfpgJgsbZIjmT+rzvCZ6HVGgxI2bYxMd1IUq0RPlC2jw3Jl3CQC+E7kNdN5KYckh0ho4R14ANKJUHIZHK5wSB9qSB9lqL2V/kuE7diU8t0PYF5QZD+xLQTXVYTZO/Lz54mMswo2g7Z2hM7K0KGvUHsevBxV1ektiORvEZcGB6q7UHGTf7wPYeanSK13Tj4NGhUJmbK7CDJHVYrWP89CoZXQO+AW+aVlckLYD1agxU7ZElHuz5W5XbY2GKRhCExKSlDGntGHYAXosXGD8n9kOKOfO6wuEBCJhT6G3K3o29mJYQRtYpF+wKccENCuvuz+i2IiIiMEGLhPsL0DtsYXeGsvo6P4e6e5Rbsbmo0T+9URaKwDGuwVp7fCKXpZeyAp/Onp/M7lvVxuu4RM+0MVjrma+Ay9XsAk+TLPKOGcLn3J3ex2Nu3QgROFKJj7M4LGVosgiM+Oy+giwxCS5bMzQ8bKsHhHK/Jc/Nwmrsi4bbvLDeXgh7+S/IId7LsVMaI1DvPM6zq44lekFhpZjo3q1OJ54vlMM1Ade+C6p4YF/68wsl4IkmWKmkwbjvCMzfSUP/v090ZisVkkqLCYcJhA/V9ZcXZJqq/d97nqZuLSLTgjsdDc6CCT3lAhMdxJOcCmmdsNxiAlHUEo63350Igr8fnQV6/SP16me/4qru7BFLYkY/d4QiH83mKSiavvS9SuM/Osq725HbrvX2Hbi4uEpX3wW0vX+E+pofDDc2nDuxEJrMIaUC97cQTPrnZWRwPhS5Shw5lpq48zPe8D9/lCoVG7wl5b8pb+/Dd83xq7l5pQLo6UtvRiU+GXycfqe2BhiVzFsgn59BX0RSmlBHE9MbWTz1Q2xV6sMsf19SWzIotX56bmp3tqyIRmjab222KyuW+m3oXUdNZy+KijpqfKhZTS06IXv9ti5K6+70lIps10+kS+a5wHKjB123Vw3fHqffZLCjvzlYwskeDu73ZNBpTqWzW5cpkKuFAADqjLsfq+1UnDVW/pZFu0NMoTSadT/LdNkVEREYbsXAfYVYhgv0V4ecagsReDEOKz5cR0rATJbnzBMKjJqxKzMiT9S0wV4b1kPOFr6OUdAGTCXe5sxMKil23gg9fovQL00Ipim+rwUOiILvZZF2+YR/xgxz4HM09K+NsvPsUOaa1ow2aPD5L7bZK10EYdIKvV8Al/jJIdXfAKsrTcupXADHiVJhp2HkkrGHnX0JRuyr1y/O6CrHPJH4jpiW/gAw+KVsCx7mfukDmc0j75luT+gwt8x+l0tdkCnnX5TKYlIBseeSbZpHAvyu6vLxMHkujj+XoF0KlIkk2ej0r2YWMFKFmeY9hTVYBGdqiTFM3Xz6yvmqTCTevK39+oneABi+QS+Aih6xF+dqjN/GYCpqdIkWbIB4uLdyp7WwQDMsEKWPeJHedUzX4/CDJXcbY5cdU8+yKhUyGFtpUqivGmF4jTHCqp4YdRiQ3wtFNSEtM7DoKhfeSHeZlWJAf34n3oLyfMMsLcFMyGIxGNKWScbcj8b49cLejY2NTZZyEQdgNSUREZIQRC/cRRizcxcKdQSzcXwqxcBcLd7FwFxER+VcjFu4jjNUQRr8buAeh+zq3N9ULLZhe8bRgQknuvGnkSaoGXkvuie5yZXhSq1FSOobt8f4WQtHrAvJR7lzu/NUiss3zJN/f0YUHniPdfcsWbthAff6fz3ICxXGN4u0t9RFUuquJYaLAFbgbnapMJuQp5SEaxoibUYe1z1ySR7162ezqr2Ic7zHFu5MICumvOQxTWlK3C8XdsiT9D5bvd+ihvJNKN6HKvtSFmTobJZB8zhtJk/nuI27VqKB7CqX6CL6/ayzdPwnMq4Z0Tg2HAp9C6ShsPI1aLZebBFvmc9qeblJZh5L9Vufnet8lDetMLeswbho+PxkNbhrEwBjJx5/bMdUEbL4BUNH+8ctzqveDov1jx16r9JKJhbfLTYOiHWXLoMeJKpMto8DjTKtTy91UyDSPImq6YJrvq0oEiqpXExeqKXwP+lVAloz6UjrxIFfmlJLBdC7JArVp8KMGrLAp6PLO3Q7m9oG7/VDGhunXIbsd/QnudkHNnEVEREYdsXAfYcTCXSzcB4iF+0siFu5/BWLhLhbuIiIiL4BYuI8wKPMbEga4f92i35PcFeOUtgPTzHAWycjhwhtPw1bb3BPd5croOMcAyHezzvubCEWvW4gwzyiANctw+4EQYygcXiIRUs2O40FIg+BOwL8Hx9Ev3ojAUkWDX0DduDNIhxYEKt3tAtxAD/Ggpo5qtZCTfYwbVvUlkv1Pqh/B4EyZggqWrwzAQG0xJ8G00CAuXz5Lg60WUfluk+nI7ed5g/5SUAzMHe8Y58uTdMnkg4Evai0SBi41yS+ZgHOwfMhkBoPwd9zU/YuQluW5Pg9zqhTjIKGVJbn3Ce8NriLhQRuVxp1PHsXuivb7SpsFFe2oRH5ctH/aOdXN+G6Wocpm1YMQFYRa26X8hVUT2HanEsl7eQh2Aqfk3zOVdgoeKqJkFZ46pyWH8AB7lytTJU8YJxry3Pi07wYp7r+Qe4xdBkwybKNY5Ln5mTk2dHRs+a5Ud18yY0lERORfjFi4jzBi4S4W7veIhTvf4GERC/eXQizcxcJdRETkxRAL95EmCLfsXe7qB9VmRiN3cYmmkXH6DQZJ7nwOlwMIwuaOhBfYhhV2aJIOAY1YBTpvUIm3Dse/JMAsk0NNCoXt2kReJT6T0T1SKQrnLnLuE/5ITuuH0pgYxo6CSnchO3AfgVrrqtVCM+Y/ktNG1DaIwS4/t561GkpQcT97l+tD2K2CEqXsefny3OS0J/INOFVI3Tb6yMhfslvzvwoOjxNLzDbLN5IzWWm4q4cP9glDyjufXwnt22Q3f+49aHX6Eas0yBhRFmSbn2znxaUXTFF8F74+QDUo2mvEu/ui/fPOqXGpn6myFwZbVHHpJth53kgWmb6psNeV7YhrNKpUs49y3OfAMIPqfycYZuYZ5w3b7vRaPgl/W4YCnhykuNO69/L3jF0G0+nQrRw9BRzKaowBCkX9I98NmpT3BigiIvKfQSzcRxqxcBcL93vEwl0s3P9diIW7WLiLiIi8OGLhPtJQdAbb2uPcxJhKYdjtbZ9ryDdrtUWs6uesehShDx8wbJOnSL0oObH0Ok+1rbdmzS5XkccFo9H/lLW4/EW+/XL40pUQ541CsRdQYkfv+c0dingc+qGY+Y4PMabfrCmXKxRKgONlfPzqKuNa9wly1nwzqyms+d4sO2UJwXWt3jMTsJkr+aF+h8P6fWp5ud0uFvn2AT9mVqO3bgcc5ld2XXGIh4uPjOn7xQud0XyWnqT4XxROUDsc6U3H4YwpYbKThDA7kkDgRHGotE4NB52d81iMttkng6nnnfL/BE0idH1CtcLV77+HBk7pys8H1HYyFPJ49PoxQS2tcqHtbt5+S9czv9g7qeOC+4u9sMZCIYpyOJrNev3wavs01Nd/8mkZT0R7Podzpd7c0d2cWj2JBy2r8OtIeHdlZboZ8J1eezx3xxYK5fOoc5K6thmJ98fH0ZenQqn8OR2bbteCkQmPfkzxTSLUDW+tSJYbgYPTIj6uGA8l0WQuOuCLevEcHqLkNG2x0HQkMjWlUl36bCsul7p2fFoMraX26YylSW/cnLrXDgiYJENfRV6fXG45f7RgK9UN017FEYu9yX6opvJV4scf3yzT7YODoyMzlPIfPhwevjKjdnjqmk1ptriwxofNbRX+ou95ERGRfzVi4T7SUOCv5EkfQRHiajV34U6CHvUDT8rHHDLLUzxN8o+hp73TGOEexIjkvOL9N990wANa5nWQ4/IlYXnkXYhw4IurRyhYOzr/8SGEXLl7dLosVuVZ/PhIyLAB0RL2YQRpP5zi0Jo7SSIVT6sdrnCHoonJrs5CuoyAR5ynQBkfk6AvbskNfEP5sRou4aVAk7Hq5wujUc1TLUY7XlYf6VrPPeX/BRpcJY3IS4QTrpZLojTKKHK46+VRvaZkAxl6BgzmX349QdVmbd8SiU83Abr2p7CbICDyBUJgDJ8st8G32LT0T9V2VtlGavtdOXyX5e4kqMEeAXabBloNoJg9RppB9PoKM5kCD8FtCVAqkW3+YY67B1oQIKd7TDljsOIk3DDh6JU62Hygg5s5/A/jgfZmkOJeIf1MHLwLguupuzQeNlUGTWZj3O02dUT7F7zjRURE/rWIhftI03WAwp3nLJRNJig2lrnz8pKX0PFn94JzTK5UwrAwzzZQd9SOmesp7kHfeA6hWQm/SE76bNiObptn1FgBTtBsDvEuwudU66Ckz4SeaJL+GIUiCN6hyUm+cYi5+Y2s5Md8cY5vICKXq37ITKe6vEfAMKb3Hqy/ydpnhtHcg1XlsJq7Xn9zI5E4nTc9wT+HRaHwFFKdmOQs3eV3ND2BQjGOq07fbqV/bDg2rr9yb+mYPte/jqQOiR8X09X8XohvoWZYxsYSiX6o4E2V1yfplbPFdDqf7/We6rj/vyUR8vY2gyX7vpJeWWzXGKX9NBSamkokNAKfCpHWXrKnQWtXVzZShoJqKqfXKJ42l+mTr33rNP3jjw5HKhUK5XKfyvlTodeUMa2MLSpLqXeFEKj2HyfqJ7sgkC8224H8U2p7baC2Mz8ncRO8pWPmc1DbtX0cFPhEqJe3g2jeqMkiq6C/axLeoA/09Ve1cMQEk+G9m3T7x0wWFgJDofFximq3zdN12n/j7l+fHm4tgq5euXpdhOjKNJ1dxmq6tWuyZV/JurK0/WbPX3KuWCxYQ5cv+xpK+Fv26soXzmSQyh4IqNVId6/Tt7WMxeV6AxMlrbkHywgiIiL/fcTCfaQhQdZq6465hvzJ3vm1pJLGcfzqeDM6wlwYjopeiCDMwIp/GElExIRBOJKI6F7YEUKoCxeSpRYyLC9MNCwQYsGLtMIIwovqJlz6K1sc6xS7F/sCegHnFSz7e2as7NRxxs7ZP52d78XuOafxaRxnxt98nu/z/SFrtUzWv3BHLVgbiv59UTnrt1CSe9hAAdzq28sVhHJlRLjIEb4XDoLhYmBkMmGXNspyt4pyuQ/Q6BTThLhkGcHHBl4O8KZukGKrvUWyCNiNGIQgoyyegZm72Qx2ejn5rD24v0Y4K+4sOUCX18dKak7hFM6oC8r+CyNEaVx5BQnzKH8kqBE7rzGQ9NgNXiZ2YMLoZ7mcIHBcfDrK/0CYJouzRh+HyjPqE6oEpH1ASxFi7QFYJ8Ozdo9A0BVvT4cr9fmWzjeaUy7oP6GefjJU2LwGVHsY8oKCz9F2RQ9tN2GksYlYdw9t5wNqGgojt75Ih2WNKJYG9U1Fp7EJJ/lThO8H0ZvjblBWOUweMGYxj7nCtTvNwVxA1LjHHbUd8ymkuCM631AtkUbO5w71PxcMDyIInrs31YwCDYMG8g7QMFmSJEnfgqTC/VUrdVaRNWu/9dvEYkH391annwly4WJHNrrVH5RbVlaA9Gz23QYMwf6M9eePqf7f15aVc5ns+LjvNqB33opMfswmBWidfiQAAH9KCPMD4I1OL4tyub9JJpE/NSWiAdKQXhnMyew1oWeVriY8zszWbEqknxxIXoCZ+eH6SmjDB7ldxT+2BmfuNC2XbyXEzgX0yOSOX/1hn236B5gX6NWQPnkzcWVUN346jGx8KSbXW5Ju19Gpv3K81UxH5lNfv3PS0JDJ5HaHXSsXfn+9nkio1Q7HblDZ9+L65uXqjJ3v+itMuvlTwrlXKcxP4UeG8M3InHjSDiXz4sV5gWPty5WzKbova9eFF4Mhpr51bD8xGo+Obp442+GO1mHBlL71S3r57MoTdj8aKnyxxKS3jrdOjFMLtnvarg8v3NH2aPTmnrafk6vpnzI/NFVXixxttyQPyMvD5ncJsKV3uH+Bx+u0OrPVZKZO4WVvO3TEhwzqgdLCAoZ1OgwDJvWfCWNn0WU788NYwx/qVyseb3Dnw9Z3P9vr7Ir5on2IyPvJr8HUWqU+O/rzL384rjaq9dnZn0fB3X69d5IBb+EffwQCx8cP7nbE3dmoa870maMkSZKkb1VS4f6qlQWTcEwhUDWiwr1/gDhKRxEC5RaE7oWS3JEx3SqLCGRqW5RRMUOhWPhReVCweyoH8MU0O0UtO8W43EHIN2sWZb3m+85uCG3G653mEODbimg/uQ1c5D8RIp8KkCxYCIDlwMzdYEBQUPxcwIN0mhUI6B6l3kOOxgsVNofA3StXlL4GJk9qVowVAJVyRWGQFPzBpDPEHzqAlowrItP5v1HZlKdkiTrhAmBiWgcRxMHJLfSiT+Uy4KSDY+0nVBBf6HvR6zReox9aJoP1W6V6fqrNoDzrmtKXzJ/OhvHR68PytCrfM5mF0ty7tP0hzT0J0etp+XA3eh0J9etFoevIls5PYxq4ZqxWtYLragBBOpwtPUNco+kYpZIPXjdCjvs4ON2Ri12rGDO4NLvdXJkrQ9ZMwIAy6MK8Bu52tDJgVuvjZgQgWx7c7UtcAj7nbue7pyJ3OwqoaarL95k3kiRJ+v9IKtxftSbKhCzTnO6/kR2y7PrDVGx8Wvbz8LSrX+GkxzBYJTUstGZzquKUKTZ6+pg8Iz22uLk5PHx01HerNzrLtX12+HJFyP1sUl7IZOn0U+z2qcYXpr+bjaluBDd886ZclslqNZNJGGYlw5AJl6mMeYQ2RLJYttktWbViEzEwksk2pv0jts72NUP1Sq/3Zv32RozonxH0qRBzZ+x/2HfZQSuuIYt7IktcJtSOwJGoQ/BUJretc0pQzcYetTZm+sIaWG8ZcU3Q+8WC05muR4pjB8KnxeD63jTnck1MrKyEQoEAc7s+mcuVjGV8wvWFO/+a9M6VpfNr034qtz7ptK/XdkpnS/mV7ITXBr38uSgWkQq78DV/hFl32hXV96H8imchPGLpsaP3asj0jt43vt87aTZXq0u/dSY0Gh6N98pD7/oVkz/EGEcwCujf/bAvOtMiXY7UnM1EmjijjzQ33V8zdDPOqvYmYzGtliQNBt4AZTGZ8R1H48dm89fQQYcfxjB27Uj/uCmvhfCOC5Jc3Ed4JPfjlvyQOEt1RtwmG3s9eSiXa+vklU3z7t3u7uSk1arVRqMuzUo0UNtKZL4LFGnDGF6oqeWj39WKp/ErI5WODSfsBZLdLSoOoYRvEO1Qqf4B3DZbgZ1Cwf5DxiqbcTgYJhYbHt7cZJhjOTjfZYzjIhXGBjjQkiRJ+kYkFe6vWl7cD57edv+NEBrsD1N1WAgAjqBTG9Ge3t6Cz+kc3J97RiE7Slgc0RYTCz9As1O+1akolzuaXlCrMVGh6yhZRiDa50Ep8xaX5i7Wl+oF8PYi5i5qYuFBGIb89wFi0MIdCQX7/Cy3m0UegudkUPkBkzeN5CCG/s9Jh9nIeUjUtqoZMv/ymQBBYRiOE4STo591xZkq9X9K93BB+blrzHGQHJHjkqps9grOjj2jRcOu8ZYzfjOCrF2PuSBoBaHoUarwufONxitalHzuIMyfNBPVYZ5uo9PlJ7QdmdSf0PYfYB5qU63C74hGilSALd0qj3RvSvxk0d1wfM4SasFKKTso8YaiuEFzKMf9nGzAYBm5kQy/GSMnua6pBDmBTVGIsaMuwjiH7lEsPNt1tzfv3e2Qm8WHwqvVfGQ9uNsJjei7iCRJkr4lSYX7q5aLngdU/tHU9/uyWoVVTcV+FdmQftuOSmSBWEMxgZDKPCU7vhVyZY8UoB3S/LzAVm/MS+syZ0UINw9ZXFrt8HBUKIUScHTLfytTBAWePZAwTKu1WvN5ETU+fAjvv1NPXt+I2faN2+0PbFmNZ2JX7WHxcwDoOVp0UXzH3H2DMXe9/ihLMY1YyagRORvwIItmgWSb9nR9be2lfBvTLNLnDqbpdHzEBT9HIQ3pLWFXh16aX2Xsh0yNJV2CK5dfJL1+ZMRm63RO8/PFQOU2fbteqxh38bGO4SWPP69CYZeSvlo7M1Zy9fW0c1lBBUqhqXwrOwHmj3dcwPkAmjjKr72P1NftTma1HdpfmejD2mFixtVhQ46c0+lcLl5HzWBPf3LBIUjuj9w67XYfga9M2CBf/f5nOpMHn3fsOdVqJrQd997Tdl2Xtm8BJr+n7dD/jfYH7D9m5CWg7eMj6P66cLQUWbcnYAXqFO0dMb2Zc+0bd9LH1qajfYHg/Tv8NwcT2/puK7RkWMTceLlWSyQ2N5eWDIZO58z/h314mHGc08rsrv/W/t2wndm4wMm2w54YBf/eUnQjsPzj7DCYZEgVtWpvDls308X3inpzS/az3elw2O3IJmO3p9MJsNuMfje9NGHTD3a4JUmS9I1IKtxftcaVCJUX+mNKxH2EUGoZsiAcQtQYMR8hL/kE2OXlaoHqXmx3UtQ9VUxn0hu0Z0KPFEgoPkeky51/s2KKcZQsI5d/FOvrDXJp7gtCm3Wlx7LQtvMQHyBwkWfuIt/mg5LYe2B5dYXrBRzPorwAzzHEXwhPe3xOPK5EzmMRn6MYuc1liuFgZXGwGPGBtWgokxFqE7zQGbmCCpIr3fSRb1CLhn38zFjrNuy0awMEiysNc0Ive14p85nxd5ivQEdtChc67+YMKwRavYDmUa6eb8GKIPkhwPtNdQn6kz4eDnUNQOb0jJp61GAXDPMcbUeYvOeJ/gLXcntG3tP2I/MOBMKPyndUNDcrMGJgOUP6XZL7ODdpNCxvcNcqBg1PodJWq9G8olKZ41qdBogJzGaIcPMBJ1QUInQQwEe5MlFDkEvjiUFQDckNi95miOvYO6OtQ5IR527XgjgAL89DRI0kSZL+n5IK91ctCwZebBk10Zffzs/DTD7TvwXTReAQSj0BUL67KxwIOQJ2+WHrtav/dzlYqhE+EuKzN67L7zKZeYHB4FsSNRFiGIGtQCPiXe5oD9PpiRvhKlZvgfWQw4eFNaENeblcCvtxYmlMZJ2vH1n57buEsz4oc1cPztwXFvyBH+QFIjWwV1uPvUu1GKbZDASEFkF8VvqkzZMP3mp/PIwQ4t/s56V3v1vwRPFAwH64vuwv0rTQ2fZimUzh8MJCPL6fv/ZXaml7epLJXRqn8NS3Qd5NJoNhbIxljUZHbn0dgLciECkVWfIg65lYsIVHMJPwNfJIJtPREctWKh/SdmfVt7tEx719WbvuZmGMjDjWJ+3QhpXEOwbY+MkcY9hVZqvMjz9q6wiS2zS99D95o1wrOtZ/tEPI5FrHBrj8bmAvO9+l7WXA5N2nTpqORNLO2YSPuKBvONruMrBGRXrWmnb8BoE3cxCFRLMf1xvyGADyC9uNxW04iFR+jA0fI+v8yIghzv1tmCBSqfFxlp2czGQSm7tkZwInK+tb8Of2UjS1XWKAvP+gLeVJVWG9AU0m0sX53SLjhMeLn4j3pci9u305lhgehl6u2s1NlC9zwpzSI9/EqSVJkqSXSCrcX7mgYpVVuTThz0qlkskOBXqntsCa7qS2+24jKt4ccC/sUVug4anOYBBjS+ej14UG6ybeqNUCW4F04l3uGg3aw84z3RifykMWIAlCZLIMn+ZeBKurOOk0Y0DyEoMy99jgzJ2fDTh8USfGIcyFUrX5TpEvlckwhtK11R8GebP9hPJH3sMqvxktZH0LnW1fLJdhTeXrwmhk+o5+G+Qdw5RKkkQmaz46/FBbIJZgWuHFhxPDzGaUkIIs3zvEviA7TmqOyBIXBGMnQp8L/F80GLmWonUFew/J7+SGnHQFXPgxbfsT2p7tMaXfC8fVHG2/higYvvo3KAnuc2WIFEfb75LcESBH9963yjKsqUDh62hNBT//BIIZOxAfVtNUXyhHupHwKKRm4j5XhjVEYSIQ9kKuIOE4d1PcVapfuaOdIQpcTA3cjBQKnrvXKJeoxTeSJEn6NiUV7q9c0cR3Mua051vnmU1Q+GKif514xNZksRMBGwyC0LHY0xiHXul1ayc/ySpr/RNGvp+bSyRmZoSKPL2OXW3IaoLkWP/2rVqdycSFtnszpIvu/CFbZQXybJCSSZ9vZmaeFbO20b245lQnKmaRsHns/KdRe/3AJo5rDyU17PvRRDUSFtWeFUmv8xycMZN2Ij9glPmC59p/nFiNrEyI27ce6bDUQbG4tVWt7u/3P0U+r+/n3tHR0LXaztTmN2xCaUIiNJR0e+L7uP/9soJh/P58XrjB7hcoOWfzKukozgbbBV9ldblWjfxq3NjeX4nb3ELF6X9NSdti/Mg8xi7NzxcK1Wq9XqkEApeFs9A5bj7Ixr2L4beDf8hD7hua3t4uFFZX0YDzodN9ZdwV7peMEo6bt3cDjvrybdU/nz+Ne94+g5rj8Y2NAJW2M8xusEUbXL0HO+lO5Y0BxWH6QyC0dtBx3QEMnXshzwYq9j+c2lCQzt4NG4/PzzPM1lbFt5bveJO6oTeYO89Gqs6Y9gQasMZvdDrLgpn9mLM3E4x/ie68vXHHWWNVkdly1qauvN53mm0W/pZx3k5Neb1Kpd9vt4+OOnz4RWtlHmJjMrK9Gnk6tV0MpGOZUaawS24UKXjMTjgDG8VLqm6fkauX/RGqpnWiMEgflT6MwTOL0/nhQyw2MzM66vcfwNODVLhLkvT/lVS4v3JdAIkSiDQR0zvVi/vAmi6wWhRhcplMCFxGISZBOFeGS0p/vuNhr1BIjShyjLyfwsPxLncnJWr9I5qpqFFCtJ8XDb7USZVgTA4vlOY+LCNFI0uTAQcTvXMwpzaaQxF15B7rAk8Aa2S7qdWDyYRasEJm9Rc43VEQNsKVw+pboac68TLhawhaomanLzbyDCKXIQrB5k7OvgxmCiOLZ8XM8fynhClTeF51pmD4HHI01UYQv5H0F0XW6zWLJMlHrajVRlH59148SJ1wbNuPr3xuLQ+Oa7se8qMnLRLcmm0COcUbsCi99x54R9vBX/8pbUenygNtv9GUeNoOpnT0+y1ds7xcTXD4nm/+iwZCjQh0mgmun6tVEUAJ8zhcufxwGFj6T7pdU71YXoXeFMqVMSvPOHc72j/e3T6rLeBLnLs9o62BVR454q0KEM/d8Rd0OJYkSdK3JKlwf+U6uFXL/rjuW4i+fYvu+ClbP9NH2AO5khmiPxicmxuFadxOX7wPpfEStBJ1nPbf6M0blCtTLAptNdGKyDbT208trZ/q7EzYf48U7pRGE+pdW3/nEKdOJ5FoqrN9j9udNKel0S3tvLjen6YkuXEsq/u8PaEX/fT93OLG9UwiUhLP3BGqDHLM3SN87HoVdpFBu1y7ek6LmWp4LH04nM+fnBwehkLhsJij9pz0bzUXp/6Pame1yrJfg7pDjeZapA+mpiqVdJqi5udpujdt5G9Qck6zGE+N7ZPBaUCnFccqUw18bJ+xZXNqYjEstGDj35LOHbZN0Cv7eTY4X/z1slpjFFSlUikUisVgEMdpOh5fWHz39mWf6/dh1/7pRihA1esMUygEgxcXHk+472BYWJlfageY5ROFrz2Vp+Oucd2nbH7I7Tab222GsdsrPrKcit/M9Q55Y4uypcC6fZIphMq09+3dKa1zT3Rpey7E3tN2vc3GsgyTydRq+S5td7v3835A405nKXSRGk/q37jiJADyH+WTvo0LmCyw2MxTgVwsljiBgZQji+arjwH1caJZPKOVi4touJkZp3N7eyW1vV1ZTWSaamNw7XQ3VIPl4+qTEru0+7GaTmRG6/7i9XufIvanrOHbee9j1hNy2VZtdXVZ6wTKLmeYRiMG5T0ayuUa6IKWJEnSNyepcH/lQqjXTpz33wgV7v17p2KaacSChJJRED4Sil9H8F5EFAzi2cKVthv2yyqieyqgrUFc7kT/VQG8MAxZXfsftzslNdvgTaUMIlMeO8pJ4Nq06PwWDHrN/vwy5h4dNBl90aCA+QDxHvxHwjAEVLVag+jmsM/JhG8jk3BvqvaXClK1jUY+54Mk72Dq36yw4QAPEg4OqFrlDUVEtW1OCTVL+NeU1CwozSRr9Cv2OL82ijNZp3ZUKrP5y+cpUK/Z0l0HUBS7KPQClNpSJva4GJiaav8zNyb4VFUq/lOdv0fkD7IprzkfOUOQj2h7UtPq0naixzIPK2V4qo2mjPih3mmuuQassESiOz8Wx33QItYqd6hQdq4O60DvakDj6ioMpMcWIFkmA9NFJ5AxD+t4+OFQjrsGuqYi77odFpDElYFurgxuWDP+wZ0cEbxM+rop7ipuSJTiXuJikX6WH9+lyqChet6HJEmS/peSCvdXrk4pJ2tWBBL0UAE6ddqvgNMllyBPuEYLpBSurkIvJ4FFmCMLbZk1sSHk6k2l0NetkBvakiSdmzPC3VMhqyWRyGSECS3vcq8bRZhldLpQKCOrFMQgUn1SSSzLnEWRyTLut2e+xMxOSGwRp3+76L8E5t4eBJ/zzJ0KXQzyIqi958a26+o/6sF82CL2weJeOl0qVSw2mxSV3597MdfWuRYuTn2+RuPrUfehZNLj2d/3+xmmXg8UfttWxgc6Ki9Rcm7c5Y2nDk7LbKi046vUAKFWqZ1fi+xU/tRMTxgGmUH56tJZbmwLE0rzxX6ZZ+wBX3W1rggEKr7C++J8cAk/PThIKb3ecHhOzCXwrIYsN3E6P9UuUY719dWavzQ1dXCwuNh/wKS7Y96e/5VSpPdWL0NTF7TXlXx6n9DbDNu/BQJa7YcPfj8AfA6RP8gbX2MJsKanmSJY0xcf0XZVoPaEthtYVbUaizHM1JTHo4OhLJYVc+njB0iAuizu0zaw9COAH2GaGTtTzK94b+ACO/cHtPZRp2/+YuWtZuKg+CsA8owvcnphW9jPUxSQ+EQR8ozGxkofnerMaKBQjpJrkaodGHu1yK7t/oo87z+dRDbaBUdd3XW3r2p/5Nztq+sf1D+Bu/3wg9auRu72QoGmk4NPhEmSJOkbk1S4v3IZAM/EFAKdNZEDtH/vVIiMAZDEPMpceEYoIEEofp1vwyqY3IJSW4QN83xfUgcpops+8qaKIbTI5d4QOmK8zFybU3HV9SKXLOMX2uxOuOpHwG/i146a8ClAb+nB+oAi5h7ThgZl7jeaAiBBB4ROv6i25Z3uvxrHv4hrYzxK/ZrUHYTjvMW6Rq39c1Zh6OQKbTGLlALWoyDJFVWirZoyHww2g/KVZYG9os1l1Zkxorjt7hnatxpVgH2jv86+oVanJMSvZ+Dk3aQKeFQMMXZrTlUUx7X3AJV/7rnNojzg3ORwijy3uIXGI13a/rh/KqLtiGN/SttbfHYLQdzt4UPn1Knuio87gI+msdCV4cXbAMlR31Q0Cek2T3EzFXIVCVEy43zLUz7Hnex2TQ2Stm6uTEY+b6aVBQiGB/8LxXZ97sjdfqZFiwqQux3FwvPu9m6qjJhOFZIkSfr2JRXur1yL2wVZpiGwqtThGIVCqj82QwXyZFDABhMMCgdCQhRMLCO7pAVcIxiGTJtZgWat8AU8vSdLR0TEA6KHimBQaCt4YsiW5JuN0rgIO7rNVm/Myi+yYswyIx628UNsNfuZtLpPZchSzmaMbYnYC046b9ZXtR5vn+sGKKZtrelJe6y2TT8xB/dVEotuOyYnJ0PbLyrdbbZg0Olc39tgF8YHRvb3smSzwWAOGmUSRKs18kXPAD3yeqPR6emKY7le8QXZi9bCuJjP9gul17nHDdmVKE6yISMRcVQiOz4K/ltog3uc3MZPW61s1uMZBwkN9WKFYXDo8prNZg+ip/gayQZ3Q0XiMkI5qAhVrVCUb4doh3aDLI5Hx7Jxm+tLg8ItI7bsSpkMGX0VKD1XIx/ZqeiYd6H/k7oe8jvBXjTty9W14GwPllueZ67TIV3SkyV/Iwpwjk5OT+O499FFp9PZvDj5q+/EWc/5Q/mW7f4ktmDeVnk6MnnYqBNG3DzOLzzXj9vwMhFpNNBgrRa/h54sG3TkmpsOn4rsQP5TEktFd4l6o9EITJOtBfhEU+V5X926OUkFy1kvej6JVOWJxvr0bvbI22E39mD1aS7Hstlsuexw/Gm1O4uhKzgDKnuQuLpXCgVZI5GWf2dlIkTJTzBwy2zkHHBiMDFwt+8tKxS5E6vVKnf+rv3QaMp+jsWmpz0i8IUkSZK+fUmF+yuXC/cjTtR/IwISjoXyURCdFTTLi3OS821YBb9lUBCMMETi824EN+P3TeihgheaXBDIvr9TBLKrjaL6p/LLDRoqEck2vHapBFBtUXvBCTH3Ga1DeI6iV+hTnR2cuZuwJfD22rXnj2ClaCGn+yiXXP1FZTHWpe4E4RUVpy9SGs0VmeaCuneIqOhon68iHabp+shvOZwqAz+0XVEjCJWKJJUgoQFerA4MvmKeQvHgVE3xB4d6kaA0VFSpX1VT+JjSO+hp0k9zhgNVkctGsapvjWdg+hYhC6bE/RzVbiimcc9nHhv1WJgMwiIIZP6+B+QPMmEruALyW+DzVcUfDYHi1xFtR/HrT2l7pncwkqPtTfV2NxT+RjNPIRTuVJxyc4njXUhuJ9bgqCU1NDQg4JNlwpCudP6Q424w8M1Oa9SEZsW82s2VOepm3YwCeS9zKe6of+qdu/2w624flqspBzfUDFo20vNOJEmS9D+WVLi/cr2joS+qrND/KzcUkssm6/2DVFIhRthzk83yfZP680+RSYTttrDvBki2t2j9Tn4mDMg9Hqu10RgXAXnNsH/pswuhzZDOyVmZwiGu34mt/N66lSt1OZ6gaPxW7pyMesX6h3Xe1CTkW2xvD8rcnYMzd53uqPXeYY8FQiu2F1S2Ol00+j6i3twhxqA9vJhj96x0Op667+21p6Nfj7pj2ISnTBbbir29vR1oJWSmXVx7zH9AQ7q5cZsnTh/gVywwb4KIRIB1gyjK4SBAQRDLnuNINOBxJBtC8fdyf/JJ6kbePfq5q/uqbKvFjYIvoTGDfhi8EKnmIoSvWoFfV3FECH8bnOzsGn4abaFk9vG3g50kz8uCabxHLZzdbUdygI0dgekQeUWnbILLtsO2g+hvIcLHaBWOX6dZnPaGn9kf3YitdRoMOWpqu28nyN4B8vsf6zpZMnjpS6sVjutgNBu+P/sQbSenfRxtD+F09yrVjRu6tH1vOnQ3mNdLko7clnw5t8F2vCYY1EMHp5edx/JVgsW9YITxtliA5M3Gcnup5cE02dPpy0ZT3oi0cbMG8H2Eks82Dtttmm612u1YTC6nImW8jH4R5LpW4JzbCFUmZ2X2vZ1ScTqSa8gysXVfIELlILs95oTjtuxUy2Zi6skPTjvYjKy5Srk8IvK+IkmSpG9dUuH+yjVnAPcKxMH0vauTUH4KebU9pAPCEQQ8N7wxXSPAP9FQInJlECLXaoW2evOGFRcDg2GIzipFQF4E8UU2On2naQK5E9c/VYedA0ad/Fxrx09lwgKA30K4YEVzLzcRQOhtUObOvIS5Q5so0s4BQXEW/ydKme2ALJHTXcyx+6x46v4zRHR/VerOd9o8hvicTXXBSL+gVexXEMSYmKOqXWiNqbhLS0fKyMEoATICgUVqIRR/rwfjBy+TYeLRz+nuq1So1SkS3+70Tlr4lwAxr/oNAsQ9gi2JXyAoY3GWWOUSUhIUQZ72vzU96Mhc4ph2Ql0iP597bzKscJZ51F734umKD2RMT3Of6jz4yT+l7b3NTrv/qsS7tN0IqLyrTzunmrrG9IR6ieuFezdUQ3EGGUF3yTJWdc0cRznu3IBWhc9gwDCjER10tfrcPIK953JlNtVlmPqocyH/NeOpssSBe9TTtc2522e1lGqHm47JaPc47s7Z5nveiSRJkv7nkgr3Vy7LyDbc2SuevkvJotEt+B5y9WWfNkhMn5H7+xd4vDGdpvsXxy76EhDSklCt6PGgRqwjI0L12KnDDt1TVwS2Ai7mgIi3YFC4rB3xTstnY5deESVpEtvJya1CC3t5DemUEDLXNIpE4jpd+cwO3+/mEeFHDV6mFg7MPVYWfCTqla3F5k6AuQOxFtr0sRY9u2DCVUTKWRGZ90/lsk0Fb8HpfhY8Etki9lnx1N2RW+5S96/AhHm5R+jWFOuP1BTLe5dtljRDsSjqc/t60o9rbItZZcuM4ySJsDhi7gGfw3EJ/11VROBvlGMVIHmvimBE79Vuu/To54UcCP3B50M9kwhiNUf5PsL/r0MbsHkZGPxFi87GPYvj4ZGv+rzitnXoaHlpmuBc7Y5IKfhb1OwR4b9x2VKtbfgoFPX63k47SB54xrHnThmT96g81S5MnuwxRIksexceX2hJjG6pQtWcs1EDY3rK476/37nH49EpoO3OhoKj7d0kGWy8lScgu6jhJNotmn8KGB8nSZ9PLr+FE5fOoukiAyD8yl4CrtQQmR2f0y1k86HAZAOS3EN4aiRsS7FFAOXyXIDN27zZi2l/4wfrrK+An6ITd29PJtvbQ3MoS3A1DMsmc2csC2+1ac0AvjeetYlbzt1eiQR865y7XeGo5Q45dzuSGtztjfZ8VtB3KEmSpP+PpML91Qu4tWwVWE8fKZWI6iz09RqMGMC5IpzkzhvT+9exfCj8tNBQGIZoknDiN9/sdFtgKxCKhlcoxJSZJKRoCEbo8CJVs7K6qEFhtt+8BOAtIFyq8HJxielLBrFmGZ65izTyPwgFD81qi4MHiBuUAQCDlOqF5tokxxhf2oa1R1g33wNR9y94BnhOR+Z5Lqh7U32pSr3M0P8V9Rd759eSShrH8audm9ERvHBxNPJCBEEhSUU3EZESRCgSEetCE0LQCw8oSwoaq+eixMQEQQIv0gpFCC/Km9jF/pKSp1PsXvQCegH7Cpb9PTO6/TnljJ2zf87Z+Vy1Zx8fRx3H33yf7/P9IcX8jMiBXG4Tlii5vAknyBugtXY+n9beO0QYJnZ93tIHM1olKZ+m9OOk2CC3K1lHJoXhQ9BRMrlD7hvybZjpNxSNC7OPm50OQKHrSKnWSXN9Y/oArcAO7Zzp7qQPavugd+rk496pAgG9+PEQikRQEn6Sd0CtjWnw7l99U9HSmkvppBJ5aqI1+Noviy7h7y1ejfAN+gjTsfBrVK4MWANFafwcNrfQ8n2e6p9Ku9tpn3tbfkG58JG7vUSF1MSklS8T8MPBwfGtwBXuXz0tfxIzdNTDhmi1aKXXKxkmV+KuVGwKpHsG5wZStZ3O4aWmwrwLofCXxwzuFo1GBz/D3S5TuWRtObD4/YGCsWbrdlGbQhmL5o7d/SoWXWkxDUMcdWtJozHoYiP1moNn4gX/ZpilWcbsWiknMYfdytoGruhEdDqj0cvqlmOARJkz7Ij1dt8q0zv9DJe2YYv6q9Ok+sEqPAIaTacxXRbXp7NdgVnxhgkGoETtrG0zVCrlIj71MovPlzWmYLeTzZQModPSdCpydmSBzqaM59nfhhboeY+USmWn8ysos3Z76uKqz4eMqjyM6cFABPVYAGYCfvKuw8Rvj9VnAJ/VWgVqD2HPfiiWS3xoE3uZsrcKQRYROYFVmeVn33lWVTqM8ksXqUbL4nrpJB1XLFkErbwt05aGDA5b5+y5ZX52VqBuRCoGsfh9+WZX6X24QOGzFnXDuX/f1hkcWbtS20+SUbi8R5EDw+FCu6yyk9R047OzarXT6ffrdA5Hh2pDcOsq+C6mdbxoKGPzeGe/mzEVzm6mpbwfQ6ps3qtdNanXsnq/fyHq2FAWJEFffpqPTbbvbVl1Qa3MZufn/X6V6vpaqbRlEvP1hYrqxk52pu95mK6tz6TsG9M1jLcQLTmu3NNGDDo6VyvTeoMOfO7i6N19FLqn8to7zty/GvfPwcHxn4Mr3L96jsAaGWIKM/kRCnemHqB28KUyytDItKliCKgZ5MowBkmgBEc5Q0wl666uA5c708tEaJVZZkM/TQDfBMPrNUvVOA2u1LiQVUg8Qk3A7zWvM4JHw8wmSv85KHooxnOz7ev6gAZ3Qm92I185whE+oSe4ByO/QRX+XKl8kKr90MPyi4FSSK4oe7VYmiV//juM318A2Fz5xMv+HJY3i38DWlCO6cx0FLw+R/zE/E0dsC47kP9G+cmLwrUhX7GApCAvgvF7UlwV5V8yzQsE05SZv6I6enZ6PISvE4+M84G+2o7S3Adq+1+dU1G6DH1zGFaeUvE0NhDK0b+gvqlwFNA3FTZdwyLlNQRJIdv8ARwTLshTEnkSUqhW+053qoewREJvNKjyBTKCDFFrKA7K3Z6Av4z8c+VK3+fuIDco+X4Bgv7R0aHuqaLRWjdwcHB8+3CF+1ePutTG2kwtO3cWprBtz3DFddt4gu0weckjEQy7v2eSgLoO6E6aPWMY9d3uLtjzi0w2FIXZrvNjlQJjaaLRbG5i2K9rzL90t8EIdDX8YGUhCmo02UwS20gN3yEwYCaykawbNlwsS5d1736oPn/hYe9iUeTzfr/BMJrmPuNtGKLzBntrVM19TKPcLbd1RnnneHbEh9KYtM7sYbt9n2ocWz+r3h6o7u2Pl07Pl1XdxzRpL9GQZ8qGTUMxk53b9oUtpn9Rd3+ZMY0LCfKvwqKx0RfGPJu2hpHSDlEwxQq/WlJ9uMh1lF4tU9NkxOqqBbR2+1yxfHrKL11dRDqC4MsniMJkVXsi8vKh8bSkSs0pw+Zn40ymoyOnU2qs6YqOXxtW7cOz02p72WgEtf284+0fF1Lbf+6r7W57nlLbv1eYBQWn02hcWAC1vWM2fw8vT6A+zzaR/v57XrmsgSNW52w7/qaY/7tdCcntltbc78ZmUlwW2n0Sq8DntPnrfqPK3Wr1BA27UReLVau7u0dHkYjROB/7WL05WLu+yNTmE35+2ZZKOUtiXkxX1buvsmXIp623N/WODN+fjCV00c1DQwibgql/b/lG63vMwcHx7cMV7l89XjBFilUHwwexySP3qE6Zk9wFAiQEMRW8dK4MY26LUonSJZmrVpQv2ZazcLYgl7tDyKZqRqHrIarjISM92CGQ5KlZWYTH8TDIbtHhWw4eQ4DNVSw9Yhr2F9/jONpm8DbNnT+65g5WLPkdrApsCJg+81cIUJEcSLR8o1X+gUFkyN+gutMR4llKd+eJy3LiP6q7/5eQCUjRNKVmY9ipyjnaWoVMJqe0diSSt4YuZ5mIA0rXFqs2Xv5aEQSdlP5p8NBAbTc8U9s/7Z06Lgn227C+H2S59/oivl4ooJaLTLJzarJTVR4mG8N/lsPGU1i3y4BtPiAJUwEwSakbDOm46IZqFUu1OkWXJJQUNEemJQ4+0th10jV455C7fZ4nJO19d/uhXC5HRxDjRYWqfv59+V9cR+Hg4PjPwhXuXz2WbAVlnA0ftOGYwD5sDK9oCxslrFmODB0DNtwYBJn1GCzf6z431D9yJlt6MJhMzs8zTQZbCHMl7F0xwhwzjVzuVYOJhaG6Jy9jtf0G85RINd4RJ+fJn1joiN99r0ln+Fg8lVewGQ1YlA5xU5zzsrnZoNBokA0Xae4sn4FixrtdrvKMc2umEYorGkvrolTjVZxnVqalkRfRaAStDRXkeUxHjtZnP0s9RKr7QV91PzsKmkZ5AxgZ02i9LdDdi4bqqaFsA929YLGyXTn5X0Er7bCJ1vlhusyvht6X3Ve7jW446GJ1N6VQrK/7fHNzZdDaNw37mUij94rWPqaQWNStiE31MQrO9myjE3y2a2YsYLX6fDabThcKOTLbHRcI5QNcJnC9U2p7xSH6S20fo9T2rCHaV9tRkQ5quzccyd2fLiyUy3a7GT5zhSLonQMRfwFs6fZO2qwYC3obc0Vj018tnzcEZpcp3LkpG2P+UDm1ptVa1Y3d+3asXi3uRizeI8+0fj4pbttsZ2c+3zRERYrFjt/tv2437o0TmDGU2bjJ/U652zeLH7IZyt2uA3d7sdzGYv5mtGqQihfA3c7P5v6FdRQODo7/PFzh/tWDQkOSYvfwQXPyJGM2ioXMsDF+Ix/5tXJ40cTalo4iHJgmQ20KhcxRlQjkct/Cjlkkfs8KnOymRNggHcUhZ6dW4wISMiEqD6nQTDRA5jUIWUv06EXSmjvjm/uEWcEumITbxNBdzC8TVBYhR+O96Cemga9hktlAaxRL7VQM9mehwNco1V0nPR8hAZ81GtxCOKkEEt5oySj/I3oCOyjtSDtGsfAbIs9on6pEQpJ0cktFtU3cDom6wiUeOR823sR4m6LWC9eS73GXSISm4vFE/cj1B9QE7bs3CJWP0oLwvtq+8ERtt6KwJkiX4Q9a10r6ATXIlo4eTHcSRpsg6FPYSrjhGzEJx4XW7GRU8PoUL0T64Ovvk7aRmK66wvFBRI0KuqbSWzRQrszPgjLVP9XIzykvKZ/7glRIusEug1LcS9TxIXc7ye7ixMHB8X+DK9y/etLkB2x+b3pxqMocOUhgUgZrupXYgImyTCnkKAomsjZcXAvcHiQhSDDIWFrd32OYPc+k1N1a5cnkxAcTo+SrUESj85iPhThutv4a35vIyFhJWjnn3hTfYWFlllFYz2rNiaqacWfugJZzM1nVd13Mzvw+CsXlZTKp1/ceuXmZMVu3+adTNef2DNNm4E/QelcqxmT1Mm9dGn6WvcaSKbJyqIsa5WRYO/O2KQZoFAVCWDxtR6NCp6+nnQl83nTP0SjW1dcHv7+vRqPSihss295eWjuz+mWf5KtkcdFsXjalrd6ftknbZZlvrIEM/v5qhSQEbHcvjI25XMGgx5PNRqPttsFwfnCkXn1ldUwxY7KGPbuOw+a79k5RTghun30/xsa06+ru5aVY3G4XiwTxeKLVGVkv4qzc/9hsb2btvVt64W8cuq4KPHP6j4l4qLxit1Le9kXFssmT1xsmJ6M7KytWKOYXF00mD4jmyUljaGMlbdJ8N7t8rLbp61N77aKta53Fl61nztIEzx+tXBDH+G2vc2mY4MV1eqHnSNsjd3XiycnQpjMik5Hk3h5MHJXLC4WLS/9EMhHduTiIkDt781N+XWnamavokhiv+fH9fra0N4HF4jqpQX+HbU3xopVtH9OCJQcHx/8TrnD/6kHaMQhLw+WZLuEHn+VwFXim34SVQclFsSbMPnKUK1NlzpVBITUVxpAaNB3I0kyJNwgRxK4zHx0C7Q1gZZxH5mok8pIsjdUozBkaFzENG0Ant2TIEXqs0Jo7u5f5wKqMeKvmbpbY4fOs8fNvFwF9JB9C4Q3C8FsDah6jJviQ7uEXrxDpLzHdp2iVdPfPGM+oyhKFt7/sbwYcVyrP5ZV+I1Yp9HX9meX3YcC4ZJ3M0XZ0lYog8KFtJazECr8GI2t824tfeyST74OTHGwoxCeJWuj0QGEwRXnhidr+ae/UcTwtQouDU+JTZf9iNWh32hR3+/lUgyT3C2qNRyuYo47MCF53M1x9c1QQTFyYw3E8SIXBTInvBV58edA1VamUySpS1Cm1yvfJ7FQT1iTlbqdT3JG7Hdnlwf0O7nYk0cd4h+x3yXBwcPzf4Ar3r56ZIKq3N4fbcdU/L2ATE1rFMM141RSZmsKmrQwi9M0NbNiaZhK/UbvTkNPDMIoKqakaXIyKZqt4j+3M+RhGAWtrJ1Ml/TKLCJjg3D6mc5BMCwwIhaISmsDO15heNM0tcZBYkOqXWe7m1CjID3dTxazPzFpgozX3it4CciB7cFOBf580OhtahoD9T1m9bdn4TZ00pe69tYb9yXeh/xg36Bvq4PJoBd8LWNQrbkM7ahQ6z2A6M5udCqOx7G3Z5cXKzo6xWv7daS+Eg9blpf+lAqpQuCDOptcrFHK5jLtU0ulopX2b8FrZngqLaJKgxdPJCqVSnc5gODhQqxWvaO0gjJus3o7TfdgGwdyxQqqf9x9axPG0DGRyfvMkFHK71U/uRGm1/b4prvH1B9vBJ2q7U2+cTIDanqeaJiO1fV19djk9OdmOui+8lC1qeVmtdjimpsTtaXfPuvgdbrb2nJe1iSZM11DfLs5ou6RQKk6KQ/sHPokkHSaFe4lkPVSxd0xpdUcPIZA1nWMj/JPa4wD/TbOpUrVanc5HXWzqnS4jbJxtOKCLdSJ6uOG8uKxhsWRcx8+4HeBuT/rjp0WDrg4+d51+w5t+9qI5ODg4+nCF+1fPGJ6Hwj00PIBgSYJ0ngJDl9IWmyR3Alq1NsVMFm6UK5NgzpWRSJDSNLynK8IKqSgs/PdIL4uydLkHJHDTAAsMzHI/0CF1YKtm63i28qUYTwSREuwwSz6AGO1WjlBPI809Bu0dR7O9KGQeyKuIC1m8j5+iBllwkjf9qPXkiGjwbaEOkjT2326Wf4yXsIGJGU2nfBQZ8kVZlXXlbkoDTUorou23ZPJ87Ywhw4dQSHu1kzzUrUjNolHCUxSyHmjtyPodk0pJEh/6cZkl1/J7qjdpWe558ZPFBUdUBAxqedo3pT/Q7avtKHr94Wo3UNt5VAgMDVLbbcicLv4IjU77iERoDw8EwhD0XUlYWaIM6ajl6Vj/FEam9HNIWQIPPgRxIWP6Blx9Z4gDmAweKyLxGeUaWg1AXSokkodcGXXf3S7lb/fd7ahzAO1uh1t9ao0HxedE3np3zMHB8X+AK9y/esYVnckYFi280AT8gZnb2tQW5vMO/8nt6uLYYYPBSlEoYFh9b7h4D7XrmQPj6VJMevbtbTI5hf2kZSoFTGrnVHLvgvkHTaEosXS5K26vawtYMcyqGj/yHSZ+1P28zHScNNoN1ZT/cmV4gfLA6q2TL8YqdoGChfpPgzT3ZnLasT7D+iGAxiS4LCab+g9a7SLznc0zLNvCqJhXIX3LI+1FfECj8NmnQ8Zm8XK7Z/p8h4tVbV/Rh9o11WXOI9C6Pn/CT8FNgu05m2PzXtc+LF3KOy2vN52emWE6qb9+vh9TmM0mk9X6U7jTyWYdDqm03d7c1BedBx5fEIRotiwqVk3rvXBnOys8PNXpNvk2m8/3WuLS94uBGVOw4JE7ojVjtOQ+337ubP9+UTOz3FOTc4b7eHzz/YoImdIf/uftssW721fbfyWWFfRCzIPaHm/z3b9Sajvckbi0oLYXeXWd0b2hpsSKmZle7/KSx6vV9HqlGsp0hdYKaTN7dX9oMwfTrbqCarn+BOzpFdu1Veuy+HYNuqkJncFGWizWsPN3MLGfbOrzLW84tzIxn0yGQrmcUnl5CWV7osq327cpd7suWp4+77vbd95fUe72ZNy4w9d/nJgEd3vxgHO3c3BwDIEr3L8BuuCy1EGiwVCQEB3py0ivgWzfjEnuOI4EJCbxnnWuDFKOd0nmnZloNaDMRu4lWbvcUR4PYwL+gBXI0RCKWO1l/W5M4gPBbeGvnoyMuGQqULNXRgnCxnE9vHNMn+hzxvGfQHNPCm/e0o9RqxTCh8Ay/f5l6GRtSAp9ayz8U7SCAyp6PSQkv8yELxGQBMk5KqZ7irenyhAe9olBXytjkrTSI7+gu3+i/p9CIUEM2omOgkKmlmeohqLzKjd5PfydU0CUfoYSok9VohfXn8ZxEzFH9ycVyp9PNmiu+9DolMYsafTVdiHxUOe7SHk/CmZwvVMQxCCihvbfr8voJPdB498wtU1jnjdN7UexkNPUJgg+7OQJSNSwyIai4Tckkn7XVFhcQB1t6bUKFE9zAMleSHm3KyMi1MkadveAu/2O+isknKaM8zFekUsy4uDgGA5XuH8D+MAYWYt0hw+q7m1hufzwMq+38R6rufNDx3wXCKAkd593eOEeWErFpjBVmtEWzufHsJU55jLSJ05g739m0cSnQya29A42rTXXSffWSeVGw2IoJMs4EluqFRMrsfWHJTVk7yx0j75nsgD1WVrP1BNJm9rE9gHoY7jUJ2POyMxIlft4IKivTsQdG1ot+6caYArftE8moyvXtzjjpoRXMFl23R/rJ++uPL3bLxAIY7LYbdV39eT9/i5MuMp+xWIUFEtpomFz15r1elNX3I9sH1tcrtVV8Gh/9vH/t/h+cUwRwM23Sy7Tcfi6Yfu9tJlIxONicbGYSnW7S0usvih9YK7VWZe2cHbl1unqdYg1zxKepVfvTDUas1mbbkVUH08S9XdFGxl+7ksCSzq+lPZGzsW1REJ8l8o9nux7aEy2nt5dqSX26sZoilwP0McKDzKnjw8c0amJutGQ6tJ2eVhPcAV3N3j+xEm0QttkNJpbUyTSbE5MtNskGYBz02wOF/TVZCwed9gES7jG5Trb3UlOTIijNsKiWb092q0keRMnUceaGjcdt6rRLXgKtzyd7h1VpVtbibpeXyh4PM3m1la9Xim21NmrJDY/r9M5iYOVH7GpWLJetNmudPDX/MTpfrnaxGLz8ejvYc7dzsHBMRSucP8GQF1A40L78EFUFjmDEI36a7JwkiORnKkNKx0EwyJXhoC8G2bLPC2PL/AZXiQCRcCwc7mP4R2kILNrT3grqUC0xBoV68yMWXkNrROj7HVtLzENmvvcKIaPwBs19yCkVsekevbH9gAuOYNzLSG9YV5JeR0vFYJd45NfxppuptK+J8EkfMG0PePzMCsJ+Qbl1Iati3K5UsnWCvW1AEsLyjPRCv+e8mpvwfLCvsguELztZaL9AbTW7lfZiC7T2SYTnAt1oGf7xR9E4UdRMA8EJBbKkj4proKL/Nl0eF9tb4obhOmZ2o5M6U/VdhOxAkcGrhTRWt98pxH8TC8vCIV059QATie5t6HNKXr9MrCno/+mY5GWBeeQsoRiYLYhS6YHlya0HLMDgU0uco7qmvoOjrEfT8P7RQnoqBR3g+pM4JAi5V0MjQimqSmRu/0QTmDO3c7BwcEKrnD/BgiX77B6Jjd8UHZ/HlNlhtdbyx5Icm/KmZRQgyGGbaSYfs47BsiVyTE28+9297b2mszxKCCPY/7qHNOxgUAaMIi3sAILI+54oFXzY0YlK0eLeckBHdrtYXY/rHj4LPlHsm1ivZ3R0v2QTCZTWjN7GVcRyFQmt0bX3LWpjWT9rrSuHd2rHVg6chsSe3dXPW1g5AcPsHSz0XcJXXX3WAvh26xf7musLh3N7UfFidrHD5GuaxZXMJ8ibwMP++YOipV37+p7xlOb7fo6nb69/fqV90UNyOyr5lvX8vpx4bpxc8E3iMX1+DtxtGq7IPMWS2DEO7xxBaj2LmshT2ntcfFHW6pbCLx6ki4uBgIul9qTdURP9uIfDTdkb+n54EVNwGw6PloR1uP1mqFIdh5PhxLm0321vWrodCV9tX2xr7bXPlHbvRFb8x2o7SWyhSZaXLyVePJV6eTkyUkqtbREy/cbDh4llZ9ZzIszM2pPqZmcTJw4Ul54syyei7uFGC9uSHXMy+tHK2UsNrEXrbR8t8HdbHJicr5dzW2n01dXYBGab7dbrevrWnIKpivtRzyquySWSEQ3byKV5jw2mazdVxynycmt+cSpLR9gvBBycHD83+EK928Aqneq1DZ8ELJ+t6XDnSuDoBUGOZUkmaeiG7GyyJWhY2A8jEkVdHgO47Eh2LvcqSUGpnduAAHOVPbJMqvyK4i9YJ3mTqe2LEgbo2ju6zIjtXNhBGs8BTq2KfGO7HnOHivQ2YacvSyyOV9jDFeL3sOneSgnvozCOIb/RIVzvNZj8wsyLtESeaGbti5LpXK5RznDGIr0X2ZZ4CFz8t9hJQUxxWvyVaKIMvx2I79W2ejnoyCtnTEDf0lyTRqosBW9cO2VJqyzgmuqoSi0R/i0DYFEglpLoKirxpPVp9u+2o7i/p+q7Sh4vfaX2j7eN6VD51QZZcXDcVHfLE9ny9xKUir0ECP/WrYKyTIeOg4ekmW0T3LcZ6nQJjSRQ6KFXBkUFgOR9RKJClY7kbt97S93u1Ak6qe4V+RCqlMvBDYxL09ycHBwcIX7N0E658Dm7y6HD8rbE5juzjW0xFAskZA9w2hMz+epqRgk7eC1EOPdHTDpn4FA9WQLWyswFe7jgc5EDCv2MyGGwt7l7upmY8m7DDv1+GfSGBPfhXGmI6VZnUvFklUVe5/BT3PlieZdzjRCwqNpnW+cAs3dNGL1C8dW32ueqsOv5XsMQ0vaTvyJw938zJul5rHAT+T+O/989SqSXsY1b53mgbGAhcga2vH6XnUlcmydwfuBIn8D40um7lkqazC8e5dI3N/bbI1rS9p1azYrFKOvYPxbgMred7O7lr2exu65LVMKJerxk3e16KHbRl6Hj1+3o7/G95BFszqztBy+ntsvncTrzZoUtPbw61o7CkeambEc23f5sIFALP6Q6lo+vemCSW9lnojDMJGIt90X3ScBkEhtPz52OCYn65TaPngu9O/BvtoeNeT6avuiBvqcgtq+N1F/V6XUduSBvz1WVqWxWLzmdq/DOIVifX1lpZn0J9rR624A1Pdg76JSB7mc7/aszwSW09uOKMjj0aL9WDZj9Zw366C9f7zJLacL+bsaONqb+xdBy7Ud8rKm4vFMpterVOYpd3uEcrfHYvX6fupmxQju9omE3uaogM8dEm9sxBeJSeXg4PjW4Qr3bwCXMguSzfvhg3oCZMp8nLbwEiightGYLpOdwFRMLnKcnXz/3XcpMJOyEchZZd4gBi53NhX2EWhkjIk8A2zgThWKWGyQpVgCP/QIae5wZwBKnlHF2LTqMbTm7hxZc1cQETDi6pRvCohZlUXgNPGrnExi6jBwSR6URiSRdz9nmscsC7apXG2xauMfaDwpkZCkSsWjrMttaUaYJ7wsN0D8+2gFPiIiEvKlVIQ4iMHiU9WlKC8Isutq8DJjuIVwUupxjBcV7rJJR+kSGUqM1klzT6zpjzER51SUvk7o/GQ3yvhAbefzz5RP1fY5IbreIbX9wa62DE1P0fHphGT/hY5JfoIdHygCpjTIgKKzZSCCXeSClZQAvtbvm3pATYSSZSZBHtdDM4LHOe5BXCZHE03xamDoN1E589A1VSBQKmnlvaI6Eryn3O3oxRb7Ke5XIgPlbv9iOz44ODi+fbjC/RuAK9yfwhXujHCF+2fDFe7P4Ap3rnDn4OD4B+AK928A2prOmI6C3JXXyuEFMiqOxarG0DGAAfZpMseZoLQbFqnf69R9AHP31BFanSKXe5XPpsKeFZDwY6tnVzuaZDtwBDkwurJhXOKl0tw/ae74GmN4A7IqQmzuTR5ApfvUG0p3jaCLmjuSI9xYPACecihTpniHn1cgLwtIOEWSYtWXi4MJSMIiFGaCskfybE6Vz2Zd1iI2hEb4RiCkfJt8myi84tX+91iXeQWkKCUv8u+oKBPYNckz8t1yO/Hz5yfgu2Qe0kHFrKB2p3k23RZkMqHwhA5dl792w4NLlCI9lZX+0s6Fv4Jg+PynX7FB0b73SdGOktJR0U5P9ULnVIGAz0dTCoVWSpYIK0//6pu6CLc7G1S9bVTlocoe5LhvwhXOpYxQATrI6U7nysDNkFwuk6lUdAHfFdjhkkRNDe72QYr7B6oJAXK3o2B4Do4/2Tu/lsTSOI5fzbk5niOcC8WjohcHQVBI9IhuIhEpiLCRiNheVEIIzoUDStRAJ8b2osKihCCCLtSMYmDworqJBu0fJes0I7sX8wLmBcwrWPb3nKNNzZbPsW132fZ8rprm8ck/R/093+f7fH8KCrJQCvdngFK4f49SuGNRCvcnQinclcJdKdwVFBT+OZTC/VlwCN8/WMNHDNoAXnLdAwqR62ZGddF1DDAMTQBLNlxZJDMW/sULlEcup3uqtBKgccM6ZhlWTGDGMQ9NMatcETdMAiXL6AzYjMs2FjHNXSX/gKpUumO9SndJkpewBe9mZJRLdzCa0wZo98gwuIH347eG4KpDhhn8C9cFKeVD0G3h1p29EKAzYqvTBDQ6lWmD+sskyRSUxh9sWbHUQy6NL9SyJsTG1YP/ggtCr1eraVqjCTIbFN9eVCCXhgfuE1pY6HtJL3qYurXClMWVgM7AsMdyWv8ii5FkRinZDu/4W24zqQ6JrptRw9I9qzoLXRSLdqETu95hQv+pXbRrbi1lXe2ifZcKmTuH2zudU7NtM5tJP9hx3UjrgE7fVANlB9OdhVxpR9SswEKnk+Ous61Ap1TJMOOES3gAOqhKXVNL5ibLSiYZFPn/M3zCIUcVMslIdhlkkkG/0xlC/8LloaCg8B9GKdyfBUrhfhelcJeBUrg/KUrhrhTuSuGuoKDw96MU7s8CO2XA906V4x+R0tKxRZS8k67SZLab78oHacjsnvqjOgLLClm+FvRgDbLMMkb9OHyDb5tl9koKwm65TfYBVZSYDmnfuGHfCJinYQPe05t3xPLI0h2i7pA1wGCQv7S4jYkcgPK4H8649rTQ+DM++gJeAhXF4K67XjBCp81l3QmsnE6Y/OMi6x+NS33G7nNDYEuRDn+iAnSbWmfyUMifqdVwlFHGJSwXEiZUq4/BglHhLiiKWpPqRYky/OJcw7J2tUvWYW2ZtPRnLCOGm4+oDmzD9LyMdYCWbEG9LVpRDAYWGove741zkGpoKYoewktm9Z6VQIAebr+q3N2seVS0oyXE3aK90zt1lxq+8QRJnVO/ZblryahmGt0vnY4WZQGSRNIEioZviIv/cfYl+NFGVO/gjd/JcVfpluH87SLLiJH1u6AnTGouxedcpcm0o+FhQqtV6p+KTrt2TDJuJs99Fn+S/0mioKCg0EYp3J8FSuH+PUrhLgOlcP+bUAr3e1AKd6VwV1BQeAKUwv1ZkDqPEUIZ43A5auwRTme96xit1vq5SmyHMJmEDkdW2CSKje6nNLVaeylLGPaxZoVAqybM9B83cdWMyXFc5jd3M9jzrrATHq0JTucqdkrA5JseIlRDw7hxEoPpEuF8zy7KLHXn5j9/npkZljk59Igxuuz7QiLxrilzIYHQaluuoc+qvliuxzIAbti6vJyZyWYXF/GV15/QagOL159Uwt5UMNKtzw4Oo2Vi3s6F91CHnUizx8fwICYTSUZd1+w7d1/fic7jubqK4teGT4PJAf2N5qQGRwMFazzDfcr9Qm1slF+9hjZHgE43NTXFe6gYYimXY2+xcPWmeZujxvXt/2b3g1/Fm617TmESAE34+vX72Vd8qUSVLvLT05VKPF4oTAItgCSTSYfDaMKd/paBJfkmXcltePjqzqzhy9LlajwVnQjMWYyYJlqWtDW3rNMldnj+8rJQmJhIJu+7xVx0IbeV1SVe6dzc2fykP2m8LQ2Ykovsp2wtsTM7xVXmF/1+002brWh0JVer9vUZypnr+ajfIl3MaDpPNdFXK3PxZot0oOH+Jh2jEn391XCunoLFg/aFpXGdrb2fFaoct7iIWpJdXWWzs4Ig/MLNRx0OczPo5mdHNsul1TE9WW8sZavQCa7MnS0Opmj3NvzPXvminrYX3dT794SqvF63s5Wa1wk2m8vLq6vTUwGWAPznSsa9tvfeSexVP3Db3oQwQ0C3tYJLZjs3BQUFhRuUwv1ZYAatB9u6P23dA40H153vCEKTZfjIkYcc32tfDe7PGneIGdW2pMdlWNKRyx2JW1jQlP0yXe5IKVNRHG6YhM+MgiLkJsugNHfwkXMyJ0cEzCHQ8LbkRHN8o6O59yTUSyBBUKUymx9RuAPI6S4QI7Zf/prT3dhO+ECqeztP+2mwWA/FoO5+nY5l7/qh/yEC5gE1mM01y6B9fxTV2Q79Oh5+R1ElBkWN3IDk8dvEIXL9Nsu2LfFmX8Re+9/YVO2hybhPaAq1Wmrf/8QkSbv1AiJ0kPmbNzBcQ2Z8zq2XAYWtPDQMyeNZsH4ndDaN/U8i/k0MjOqVhr17venbansZ8ty/xc901HbvLbUdYqTELPfXzHA7dMhCs3AJb8KkGmnnCZnTUd7NJw36p1kdFm3pHltcb3kxRpfE4PWf4f5Nmotiwvwota93qa+gIwS8k6iwfrGdKyO62yU7f83wlqZEn/uObllTFp8/naEo+1NEQUFB4QalcH8W6BsVOBG11X2QP4C+Q4oYEXogt07srOW7jgEu3vURH5ZxqrDv7ILoq2KrVq0WTcfkcdPBibHiV8JZw6xQEFrtyvRrojwkq/wl7dWE82XDjhuH+Ml4yHkJb0muO0TrcoF4JzQauIEdfjLOLwSJWX55cQI39BsdzX29V80dZMm5TGZz8+Rk9aZffE9YkvNvSp6RvuzP6e6bOV3RarWkv62678aWn0x1Rx3s/YH5gcywxzM7W6263Y0GiL24Gz0lPxmNDgtJkn7Qvieik5OL9XQ8DsX4CsflcufTqATf2NgC3reZnZUk9A57idn2/+zW1mBcaeNnqrT+4TyXm+bOKxmYLB63I3U9GkX6+txcW2F/3ErsIZpw2DLs5nV7ezsnP7srGXvdB1J7UlSxu2FZVA9fZLNwKz789fosGp2bu/+eqRsXsVOQxz+vnV8PRAOk444k74imc0zW+37nFZWh5xdFqbxNNJrLVUW1fTU+2bJYpHsUiGZEtX2nmr8e6Kjti6sx6vWsc7QcLNRFwZ5s0p5yIrEphJelSZtNdKFsbrrD9fk5shU9D2Zfq2b4z5m4K+AaXIl9TPRtviqfF1LRo2HbyeyMU/BkGr505ZfXr2dGhI8VVt0oUTCB87MnHue4vb3+fkGoVM5zfGIG6vaN8LtY9f1I/ybh5tIT5J0NBQUFBQVZKIX7syBqXUEqUPdBSRIV7jgR2qwZglaA2NJYaneKK4tlhtTInU4KqnHqYrhhCBYMpfJc7lCVgOW1Jjd/5Fhz2kOyDPjIkedY8s7KQ3rWYvizAbeRNHfPYzR3mkaiID6X/35MYp9I1IZV7lrmATqCqpOyPa3qfsdcTdMPmav/IZKgzqrVdnpVlM/PRfFc5LZ6fj8JnaE9tgSNThEh9kpU5Z/wbMADqNUazZqoGQuqLVuGHpRpmbeY7VxMVLRPmItul4gdLCzo5IyXWrH++cpP6o+ZdXRx6Ci68L3aLsXBlKlj9bf7hNLcpRiYyM10sJklqu2j1Hn7SAupXgXDPIqn+SRNqlZLEnmY0cNlMqG/FI38vGEBPjaj5nPxHqJwmknymDuAn2dUJVotdjVAXVNfsjRENdXQ76EVq1pyt6tULLvSTnF3M4yYeqO42xUUFB6NUrg/CyyBcfgueNnsWvlqtaXPM8Qvoe71YNSeI/pnNnCWZevhHrFzgusbYrLQwsimO43tfj5vrhJ9fdYoTiU0Ws6qif5sQ0Z5Go26qyPOTFqOWYZs7BP9uxTuQUs4yP3yzswSi19miGi1jQZ82e8uyj4fabKkMh82E97lxR5Kd0lz33uM5m6xFArV6uvEcm7yMWI0ON0nr8EwA0734F9ykbdV91/2EqLq/nTFu1ZrsbRa9XqlsrubSOh0S8GzRuAxD/Up0JpMDsCCVHgAieQSSDTvTjQ60R77Y8Av3Rxp6wjcX30sxsXFq6tgMJsFE/37MrXMjRd80QC42h1Yy7wj2hzOe76cnAj81lBmFZnSkYP8z7Siq8NU9lXiZM99eVZ3tebaonkHf7ORC4N4Xl0byoBkb7HcqO1w7yS1vSyq7Z2nwZJkc0i836kGM3VwvKPpktFGbusEqe1MXN0iQfU3RtOxrdev+0fK7kLa79f+EI0Gg/Dv/nI5Ho/6tVqaPaj1jaiE5UpqIuovDlNwc0FgMulW6uh8jQeb+qvw8PzA+MqaF3zsiRI3b1/55eQElHUVF7Fef/mC3O3l8sKCx7P3Hkwy1SC422fBIL/7eVVxtysoKDwWpXB/FhjJAircccIbyktnNN2Nvii5BQyduNgLZJgXVPj6+RBcvRv4/poT+ir81bgMFa8hiuMyXC1JMgxW0hVMq1gJUuyfmpXr0w6B8NaDYqZWSy5y3LhvoI0FpLnjvUO3QJr77OM0d7NZB1nfksr4GCzWBdHpbvurLnKkusNpV1F1l91xVia3A8SLdOuRD/V/htFsZlmbTQqqKUNAzZjswxBJ/RiHmthKcfqNh99cE/oMh9r/Cqp1rgA+8u/5UX0NDZ2Rfzz23Rsf7l0nfP222o5C15GunbjVO5XU02IYzCjFtY+PGCF0Hc6fwLU2JIYOmfR6qdEpSnJHk7GaV6LXnWOjMCUrBsGMqC7owRcu67KYe8MzRdJljYiHDVBHg/mbXJmQuiFdaxRltRrEnYqqLtd2t/OGuOJuV1BQeCxK4f4s0JrqO7P4FkyfGDBT2Oa7jnGQV31OIlvA6J1+f61vpr9Yx+nZ6fVT4mNuFTMKYmq2DE7i02oLN/BFCr4bf6emccNQqMiVZpc4LclxEZjIuifb/5q9xg2USNmH+l5NZcz4eytCkvl8f//6OkiFuKFtLIF0JAxbAHkLfiVzg8lkfhPkd0fXg3ZLj95ZiyWdLhl2R5eYwVaPNxUx+Sft1vBQIlEqjcs0HD2AyaJ32Y+ZD9Xdly+7HWN8BA5HNNpsLiyEw9vZrNfjmd4ft0/Ifkn+Zzh8rvH4/vn61vY2zx8cxGIrK4VCyqzX3y+a38XYmh8vBsMHp1VdloqECul5V2DufoU+VQ/tbxzwVd4bjByNLfqSjrvDfHaai73kR3c9MbChLAa+1bsmc5O72N4eHUXZkmZzJ9HUYSnQX9386M7OZSTenAygZYbRMkDnD7zwO3dk1awHrfsniyuUO/iomt3ZZlfNLovD4qeLBweJxM5OJIImc5kvYvxUf7/HfWV3RVN1LlyrzhCnYdaeGjzcD2dPnKqdMBtPFc4/wM/CzulK5qzIDE2NEv2GMvs2N/0ScmX6+vIQ8ZPNIuW9FB4ayk4Jzk2CCh++afX6DlVQUFDooBTuzwTk0sbGraBwYrztG4nkMjRtFASD17PHQCvjcQnzCNTXFbcbgPDREbkudzvthRAHeY4L1D9V4GSmNvr1HyD64vwmqQILy6JI517M1ZLmLiuy/hsWMgKau84Ql5Gq/R0k+Q5egJphQP+4ikJLTqLIeuTnxQ3FgVK1kep+08PySTGbOe43sZUo0t19mFYE/1ss0PkzZNuS0lEMBpSPIv/yTerrbF4MXBEM62BJ73IRp61LNpS0w0NT0fsyqgbpfdGWrrNFvttPdKiPpaz0u5dJklzQoEAplObeUdsdpF3zMxLCdUy7QYKRTDFupLZDu1P0AfGnJPem+ot4kYSZFFwideuGKJWXuDfkhH5V7Omq0nHqQfJI7Joq6ErWQjtXBm0WFdB7QXo3aDSiBg89q38Rc29gSm5QueoUFBQej1K4PxMGN74QO0sr3Qc16D3Y68WFfxSo34hXXBEz6gWz3kfEcjgzx+RRjhBGbXjluBhKELUy1gwPYnRhJ+HctuPs9cBcYH1HcGbscnzXZJrtm62emrtvR7QxOmjuI3G6ddXOi8YCfnu305nPy5ToAUug4T7tP2FW8M/cN0wmV2rf7RVKjF3uPesAcr05GK4KGyUrdhflXkwW3yDLVqs8z3E+3FXRnbbqzlSrT666o80Fn6/ZPFtgRN297MnvxxXd/RsOn3mc3p9eL20b+N1sdn1IVNpTPt/t1PSHsbQGRK39I88bNuCpPU4NPqS1t1oNOhgzZF/pKHdo4U1KEse/YbQMjg/HKO9u1etejtvnJ295bZDavvyyplJ9r7Zb6Xfu2lS1ehk5ulHb63TevT211+fJXzddAQtS2+lht2d0r4/PrzQHYVqj3er+GcRygmHS6UCg1drfX3vpdOr4CjvompzIcFR21vmKD7JvfPV4vpRNjEBzqGLz6GrY/RJ+hkh461kl/xKc7jBljr7aoqp7oLwbQiG3ewp6Lu3sMPl1Sgd/YHbnEzvgs2DPBygoKCg8iFK4PxOQYpyw7XcfJC/JHYWvY9uwSkEw+Gadc+Zh+JNYy7zUPVWePC5FwGB3BBAx0MkiN8JbN1D/VIEYlRtnkmbL4KANyVe2kRWXouQX7tJehWBg8M/cXa4gS+NRmru0ISOoFrC7KA/hkCI5KOqv19pIAdUgY/XforpDrKh5v627eyAhRdHdb7CY37DDNgryW1DouheCYEBpx93oG6Te3tbaZw1h9qydlH4ven1GU4OXQFC9YwrmP1/lRvINGwMn+Ywqy7D6u9dkR213fq+2Z8CWLqntnb/sIBsaD0SvO1VDrLTYN5JNzTsxDv5l21soJbkDUpI78rqjXYCawQpe95Z+mUKRMLwhBKH1aZZq57i/eTHQ7ppa467Bzt/JlSmCux0F1cB9Q+52ScYfZj3tFPdVWa0lFBQUFB5EKdyfCfpcjBjJMt0HRSfRV+rCPd+StxnMLBFOfqnrGOBwYY844XHCN8TA7KjwlnmIagt8EeVx/KEtHzxUWS73Fy/iGZ7wbsdlGEq1jvngEqEKY3MwJfzRfY/OWVrB7V7ckErxvEoVKuIfXge/68y9Juz2prnDFodrWNTcz1o9VvzwxPrYFV71MRspytmj+DPQqbTZZBiVanu7WIz+NRUbVHe93S6p7sFgw97zg+mOpLsXh8Ol0+xvoLv/wr0dT/X+jD0fSLOaZrlfRKW9dkCtxyL78UYz5ZKptEPRDFp7KGgDrV3Hn4Y/xQspVzTgeGD5WK/v7x8cQO/Y7EVk3L7o8n/3Dk226nTOXeariTWmYm+6Wrfi4pOQL4nU9lm3Dezp36ntu1OwDsh31HZYoNnP3dmphOqAydjNUSTZB+yrYc/ULGxmndvr0QBM1wwueXX9Tk8pHtfrTSaaLpUSiZG+D3l1qhW10uGDE5XQF84fpeZTb4NrfF//iSEftw8scG4+0Q+JOexV461tAzR25AsqnudEd3siz3Xc7eHw0tIpL/ncz9JRUtbTqaCgoPAQSuH+TEDdP7HWb3lJ7she3a9a7zoGkJsr04DMBVkCOVTCII/jmrHC8oPN4x+qRN2ahft4JUt+ngST64zBjRvW4a0NOswyx7hhHUgSiW+XnPzCHWnu7sdr7iH9I5S9tJWHkwthTs4exQNInl6Om5TtiH4QkpRUdwO0nezxOZDHojnEfRHNywbqE/vmnkCT/w0/quPQ2/WjqLQLBg/D0XF9T8s3P2jtjAFluQg6D0jQXbdtrFYpvwU1FL0v3sevt2rcokzu1jS+u/5JNS2q7QKTv70/JqntnRCYDqjR6QzYA903jVh99LQYArOrWRAnJtXjYvD6iO1SikSSrjlBNcwmxUnB6tKeNGrOwxESlOMOPXj1LLUrbiwsQ4z+ihieo6KCsKhA7vZNFfTp7bjbOUDU8+Htr7jbFRQU/jJK4f5M8Mf3iU2h5O8aaGgyenQzBIfJbvEP7EMDEU8U45hoRU8g8P06hdODx5YOiMQS1nkDmTdLCcIdxNeMjtT1iFNYS+FHgjD+zts3k4/LGPrCMZjW6RJeq4wlBsJcWB/Z4SMpme4Xo/HqamSErx2NyVlESPjHaE824Y1cPSRc3o9r7LzkTZS/0tGeS/dW9OptTbdbW64s+h8pDA4OZjJeb60WzNdTj5yig9E4OLiwMDTE82BFz6XHoJkm7ia9Qc4tDhQameGloYPyQXk9nK8UD9WuxzqF/oNY/K6xwuHbyqfL2BZl2C5T6+/y+6tXR4WxAZ9eXlcDKJn9KXuxEgyXyll+uxQcftsoDLiS938saP1+qzWX29jwQqzP/vD40bzPYrz7qrZcRwtceMPAn1DBlcP0oN747TKaGzuufNqiRk88pUxxbODH9kvlcFit+WDZsKdyDxUXxhalD8HBsWLO5tmZyZb2FwqDE/Bn/K5GZdmTFaY8HzLXg4tGh39+IbRFQbS/NzKcbiaTqVQuB9mNMx7P24XU4rwrkl+DUt3gCS2kU/FDzuZN9I38HGTt4xAsUx4ViN2hXHx1Jb+1LQgjfPBiZTo2VOOJfq8hlwsPoZV6IrG05HbXak74KR9RDwS+e7AKCgoKPaMU7s8ElEROEGvdTKUIN3TXxGW3JPUZmGobHyKOtCh8rgxqxSrgW7HKb3VqIu0gDGbx4fCIafCnyo1cnwDpTaWRmYriIIMgCcasOJP/DXq9CgTB3vqTuh6nuR9C5LRTNW3G7178iQl9CS4R3lCQEan/AHo96gJa1V1Ze7zb94FUd5QxX9Xdr80+AT5zUVMSpVSdIcatys8K+u9D6t/QIW5INKUj9djNVazqXq82v36cDYvPn0q3xdFdG/5CVjp6PVHgCsPU742Ed6lXxJanKALm+yjXAL0iJrcIDHd7PwBdJJLa/kkTvdG07fSQDm0goCgY6Q9Nqs/Fh8qDaR69N4z6N2K2DGpzKor3VqsUvs6IHQ06yTJuSJYh7+S4vxFDaqBzBuwHpMWM+X7VNn1oDYk7Fk5q3UqLMj6421lW8rlXdY1bSfMKCgoKj0Yp3J8Jph+hPSfxsY5JRcnHEgQV615smpJnuj2Cv8JKz+unI8SHCm5DvZXOEZsJd/e9AIS5+ZFQjR5ju6e+MM6/o4idC2zuDeKY3SX4tXGHnB3qudA+4Vyz+XFLERGTsVGhCH79yi+zzkkmQyGB+OIxR+XcFwnL4zR338Cvwe0ZQ2y1d/XYkkwffS2dJEpfC9i9lAdIJu32YPDVnmejEnL18GDvBanujUY+yOu2PV+Dcav+sTsBD5Occw2mj64z+SXbxnZtbWvpYmXBOubr7Sn/L2F0RF1q62oocvE1vOUpb3s23ENMJEQfHtkHUtGJWwo3BtI/JmrtP5drfBm09tVGesA399Ab3TimfvtrOGwwwHZMcGFhbKw19/3F4RujQ8zWS573DkXeNsZ8t41lgbHx3LJnO7HrCYPanursByC1PRg0tNX25mBS1LQnXWzF5qkKXk8+UxB1bovfHlreyiZeebcixbH5pMUxab3+GuZ3RxLB/FH6R79/MhTa2BAErzcSGRvTT1y/HdraExKJYOR4TN3U5KkaLGg95wvjR6uVd+AJSniXMuzVStDGvyYSp+tvh/PMxsGMc2R26cPy8oYnAX6bUmloqFxOgDOHKq2e+X78i+8FBQUFBYRSuD8b/mDv7F5SSeM4fnXmZpyR9cJwVPJCBEGh8AVdRURUECFRRGwvLEECvfCAsliQYXlxEgsLhFjoInvBCKIL7SZa3E5JRp2zxe7F/gH9AecvWPb3zOhWp5dnrPatnc/VOZ3Hp3Fm9Dzz/X2f768AC3esDB1Q7/FQtQ9A1sKGwr9759WBtwWbK8MJ+NhaAHKpIukKt3UWgQz9IkqNG4ZQiVOgkvFzuQ+Lo+BObfHt/mkUS0DXDvH3kqtUKG1imXfrSURPc8c+9twlRrvh2Baepx6vwU2SF/mwtZQnoOk6KKDrlLivN/soZ7SCzR+5lDqfXwl4GqQbL8C+BRBMYStjgHb2Kzz/dxgmXeKKFJIW2XwUgyilO5VWuu1E++JKftzV2uMyP2jtT3/ENfSarobEZ4WCph+OqonRXmhKTBBWKnDv1rXTAdZJPiUJfK22c6Z0pLb3SjIqsR8KR5AZJNF2dy6QXVN6r3OqEtqcetlsmTqNsmUG5UlUKOrlGI3LT9lkmT02BqaX426RpOHcnbBWfuR0T2pn2VwZmW5WnoZcL6S8I3c7GwnPudu5P52+xp4PAQEBAYSwcH8zXIzG8b1TO4yJGK3jIl7EbguxFcGEwkPn/5CMaDVx0etKct8K46LYVD+l8jyVh+6p47iB72b0GUO+7k7gxH7gKrFrjRvKUT6L8cGEs/nRcMS3hZAjkWnWDWYfL8sOwuM5dweJ0xwqw/PFE10cHR21RA9wA+8Sdu24U7AArbiwz0v3cepzkbqoBv3l8ZfiEVyuXwLQELMuaY/pr17u6513VRhJ5GcrVfTm6EP7V4nfr4KGNDoPor+E2hFz00KZ3d7QYuVYf5F4wdPLv4sJMpxwFrTRChMItSXVIgWA0p5r+CrRQ4hR7+uNznhczuNKI+c3X1s/NnfbASaqV0FG+sMMkiP6A1/AXU0B7Xal4nIpv7qESmWy8IFZcK9bs6lIjqHFiZuV/YDyynnAhNwrW983aznpobj3GAuJkYVAoFgUiYrFUEAPjhh0p10lDumcpDX6vu7PVQ6N8Mw+qJw7ZHLm+pZoI3JJ6+GtzriWfSfFj4btoi7wi2sOJlrOeet1g8HtpulEAqYNXVuHDEvFRUbsOqPb8HkQiVYkTHTscFNiGRUZrOZcpVIJRJYMBoMpsiDdDHnhWy5oXV9YkJSK6yAAbJnNbnezCU9GhkhkDPbGvvhTICAgIIAQFu5vhiTI5Hu4vklpiFnBJ7k7IZSYhy39DDqT8smVEYMWhT0yhE8yykPC77ncU/xC1xsgo1ok+KNEzEAmBOQv44b10KubxKiight2Awqrz4su+uhOOkgW4LpOSWZxA7/GRUdAUHXfswnz4iftOsRh+9W4sM8nmCBRLPwrJmmktVXo7Yocxw+lfr8SIEZrfRIK4sM5y3fmOUL0v5Mr+YWYkX7SfWSN30jVjqh9dIF/weg2dhXNoP0ynNY+pno6LEkpd6nPISn9B9GRRPJwyL8GGp6uw5EFYXncE8n/fDmZZBYgCsYmsqoztyp3f4b9i0TSO2q7hA1eV1DH3YmGyagkBT8RyRa0nM6AsmWQfI+yZSZu+qaKRFzf1BvLPPlnjvuWbFEsJ2nW6Y5C4QskzXZNnRRVtdquuz2uK3dDamyybM/dLvpR+xq7PQQEBAQ4hIX7m2EOZPLtCKZp/7xrA/4riSae9hvY6RAxOer+WhX7mnkX0puOjTjzQjIECel8nC0HFSthSomxSccDyqR5g6gHeEnjB5UlQpY69uCOEqE57Iim63Ujz9WaXb8Acni5wEfOZ5l3VZt5Q8jHP1xiQCnfuRyVpajDNG7oXTwuOmcxZN2+As83c5uwkQkpRlPN2YqT13l7AKVSrG/kWvWNpjqQdr3CwsVu3KfVbQo021J7h465+gnW5M2g0mOMHdJMA4T3lWazuSopBzJ0tADB4LiX/jsJJ1yunwrHNOM7yXklZlZnr5kjktnAGn2mj7nkZJ/X1+ER69eYy7bbvK5YMZ+yWvv8ozfJgHLG9VOFybWbIKW7dwO+w0PPvTM5QRYOMwF30SrbKC4EaFYk7zGoDBeigbZ5fcsK4jijv+g5mEAk1wdCnNoeCBS6avsEeQZqu6Jer7slDO3i1PYCKOOpPRDJy8yy8erdROKCXnQ3RfH6Rm6xkIQOrTGYaJ0wNJuBgMuVSDAMTGswWcuh5UKh8EtovZ43XBcb8EYh+L+5De52f8DH+AJ+6xSx3dSFGtJcpAbfhHsRcLdLIqPbMNXS6qrZPAqWGqs1EDAacd9oAgICArwRFu5vBjvI5NjlMecjxyW5z6g6MIpHu9Mq6LL4XBn0HMAjGB7peOxjBQ8bM+dy55XlfiVHPQ0XMaIgxwA5j7oearW4gT0qYHdFTRR5g2TolsLYhwjNae75/jV3jyoHmntRyvvN3OZKXgJBVaZY43XeHmFc7geRPC9q8Ejn5wU0PIWiDBJTfbz64T4bj+qQuaSsrDQ9SumkYJjAveTfyYX4mF6UQg9++KQiTAqdZJPRQg/QZ8L1nEWlD5MixIgxt8cgae8GwUDUCn328FaNcXlAYmIbnn6Sxr7ajcK1OQ2Crr3UDV7nQCL5JWp3itT2G8M8uuM4tZ3ufsfd75w6ImbYKyuiFlj5vtc3Na9Wo4m49r+ws1SXhMoYI83CkeVFXojiSmqrEAoPa3EdDV1d3ewOAdQ1Ncoq7zZRU3sMX0sImIrNcwd0un46zwoICAhgERbub4aEb4Ew1DFrWaXSPToJbY6eTh8f9mgNk8S1c/7JUUC7mScWfDir+YyrA3qUxYjdKTnjcdcNPJ4Eei73Jh+X+wS5WBwldn2YvB0O5dVCCaXB4YoNPQqBmsFUZPgbhAv6JevRKIO5ALfhNPej/jV3jWcsVxvNFtuHuG0IDzBBaiu7ReuoLrfv5P3mvgbpn+cR69aKW8okE9jHQDwg9x4GctXiz9aaO8RowefB8zr1i8ZjdOrptUAuUgXdfalolrQDELuiTxvt/e4T/tsZTCSMxkIhGgUPdsAr8bvNrNBedZ+3G4Gdyv6h2Dn/nIthNC4fZnzlNtVsWYvmhRxTSTvlTxRkJhJzh8chtbtWNzWp3Am9D17ye5cL1VFOcsVUC66oFK5o+FYtapic038ILBQ/gtoeCVRAHOdePtBV25dE25zazv18gtQfhqDGExdVkdrOVhXDrmNfqfgePqOSwLEzDFMaD3ckq/UjURZ6TC2TM555es29agjWW+1Lvd7jiUZR61+RaFfSiSZddKVa3DYc1c9Dx9qz6EnEasiDlacB7vac2WoYQpP4AqESKO/I3d7OeYsK5G53uyP+Jizmkbs9GuX7XSIgICDAC2Hh/mbwgK5NEEXcMC+PJHeIdwDLJo92p3xN6Wg6bOINAsWu44+u53If5edyP5R+BEcv9s2waLSfkYrHVyXjVG1JP05oL6RV1HS8HiO6IM299TzNPQAVAZOkgxv4MDSct6BIwmCf354izQZybEE4x7NF3rtcySusChoHfTb9Vzc7DWsr6girGCOFtqo+0S7311D0H2BYLNZqpVKdjrNYo8CVJcqrXqNjL9sboNW2JUdg/UYNT0NMElsXg2asbEo6sqZvPnbWejsXUA3l67IMKY+qKVDb87Lanf6pg121/QfR+7tq+6UEGc3Rvdb7IaQrsZb+YrdzKik/ZGPX87ISW0PRqMbYNqwGyq2C21wu5zq6ytjQ9QtxUYEUdgWlh06ps2zkUByc7q5uQI0IJjmg22yuDHK3d9gbxSb7mV5jJ2Xd7XffkoCAgMCLERbubwZS74P/K5Z63QQfI2SeJlbPcT6DZFZGyBaPMaPe0ZvvCcUKfhHq2oB8ycwZbti7dxnvNmHZxS+DB4adS1ZCxGAjKxHJs5XJI+uHMG6lgRhM6mWyYHB5GTeQgwyvrZoIavOMf/h1JWOKp647Mf6LqIFhe6gd37ZUY31K52R4LFSLmyztAyf/47vBqc2tWrepUkX8gmCYuSQzS6WOjkohWi/XPOMovmbC8ZN2s12zpLKUezZzGLOP8D+TfeNIivfXNk9K/lUqpaCo1Wo5l2H2o/q0y2W3j7zSo8iLUc44RhIulfNCvzx2Rn8Ihcplt7taXVlJpWqrfv9Ce9HX2U/HjLw+AffQaOx2sZimy+WixWptWnZLjc1o2u54XEge1Fy5YmOVUNmyJGut6Non+2OOe5YapdI+fzB2UlZY66ZVXch3ELs9RKmxx6KZ9urP23ULXGZtshurP6B0uMSdNXdVtJ1a8pa12mH2PWk0ydhapmb5Pb9hac/qjeiWcIyIxwJeCH431fyL2rlhpXLcdbijtlgnp2DKD0a50hM7COSs1vz2StW3E7a7XDs719eTk6nU7KxzzgnOd6vMMLm0cuI7++nzju46Tuy1dstMtLPzyRonRlPm0xAj9RaDhsmjldVzSWhBNkqIWtlarX1uhf6pMpnXm+zzEysgICCARVi4vxmU8igs3LFRKyik26TA/X+C4sPjugZmFKSPZHnlyiD/PY/pULdDfkE1nMvdwM/ljpqcThJlLT+p1INEN50ON6yHi01M9+L3A/SYIM2g4/GpU9wwSBqfp7kryR3oFTmtCPE/vtsYxSUQLD/qll9mSaFZidz6Z8rHK6DvJn5bJB+eF1bfDyDxig+lOYpTsH8QbVOrUilNo7zvfwUaVRKObxO27lrQFg0OipJIpFK92N5HhtGDyOU0zQnRyPi9xqOB7YQ8LS1BDAwSohceK7SR5Acmy3Ym9T+QE0TK6W4QjI6+PcEgG7/Oqe3MjWtJ3lXbUYPdnnCvYm9eLssdKfBKUi81s3b5GjvlIJnkKgKyj1rkQusGwiPTPPqUchNy/QzGmBS7RwA1YT2DSVCNoCiNqj6zZnmUK9Nzt++pLznvPREU3O0CAgJ/CcLC/c0w6DiYtBEtLcYSEvXViW1ZDCOhJjY/Eflm+ckxgD25Dr0Cz8I4IdWzViaC114Ndt02H2vmg8F9O3bgu5mzzcmgtYgrMCCUwz5qm6iG+O0v1GQyk5PX12F+y/x34disaStY1fJOThweXgxtTWYty3b+i+GBYc/zNPdvh/Whkskk8x+nZ/Dn9B5Xxkp5SWa9vuwUwi9YhDi1DS9qh+kFgTz8Gqo7ulFon1d3bdpY8YZ2xgrzI8+vCeAZAGu0Shv1Sc+/6KoWy8YGRbndXm8oRNNjY8v6pGt+fnzEca8P6F+GZmRkJDw/53KK0/qD/WP6cyAAXnKAKlosqY1VUNnPz32+TkernTN6HM89M9/NjLiSBweZjNdLUSbTysqn88yOOEYOPz4hCOJ2lz6amXVTptb6Ssm700k+8ISq0cRinc55ySTLpvyltU7yTi2AHIE6R8ZraY22LJHZtVivPMip7Rl3rau26zkVHjXX3dnh1PbybJoV7kFt1/tClji0QNBtdpLQ3XjGXjgOubPB7dSK9xeYcmL+p47P8nEynloqnyRVI/KxY7c7GJTJvnzRau32/U7NMkmYWp+8dHrs4LJUD07HLbrQ2ofoJUySj6d0bZ/Pd27dIvKma/9CAN4wYcvvWagvJbc5GJycXqnu7HDVAAEBAYFXRVi4vyGQk9zEYAzNSCSH9p2YWBOHdpFfEAy/XBkNG1OzxMceHAFHdIhHZAhyuef5utzTzDq4UzHNqboMkCQS3vi7Uw9BGhylfLhhN0yQSIAO9RW1MvB8zT0Nrt687FTF4+TfZ5jMgLcXnO7afioE99CQixJkAL7pZPkKhFUZSRZqKSJZBFK1+T8GvQClykl/BmWbtTAjZDILdSJlGL04+TIHeT8kxGBjZ36RlnVV6poNEEfYZCaqBoKvTyzm2/z3aZSqmPSEM8rLZBIJnzRyJemkG6wMPa3wM9HH6jxyOdoC+gMI5LO3Ath7GMUNHZqiTuXutCHg1HbU7PSO2s71TkWT7dC939fLcrdSn7u5Ny5awqbzp7p2+XlGzU6VZacaFp9xtQqdDp07rvEv1/DUqIqwgfUmSFhSqcpso9hRRQBih9ysu90kWRT7uOAcGUX72FvjB5GJFfEFBAQEXh9h4f6GSFr3iL3QL08PsidRdhlt/ObJURrnGvFDkArjVuTvvNkg4c3gOmwqw9p4nsimeayyG2YRocvhhWXkclfwdbnPp93x6bjPxSvLZXi4WiWI2Vm+aRDJym58z7rg4u3YGB5uR7YnV73iPjR3SPrpau58fES3+HbY1ZlNWeMrvij+at5HOazfkazURVS5EpM/X9WGaTpqf3Y0a8nt6F3jz5/oNjNhfafhrVo+mqhSqHImdj3nDfbHd2F5rLB/7Fs8P/f7V1dTqfV1itrdLZVOQoFAhd7fX9brQYF3uYz2MMjijpkXaa7DGg9MMjJihAldLjFMfTC2T9N0JgQ29tIu2NhrVHGpmWquVnW7597ZE98v+/vaZaPR8aITAakt9rmYeP84sOmGHa6plE43O9vpJJNP10rI8BwY2ze9up9brXUInaykL7rG9DvY7Xp9JmOx1OtNEMjPtHcFfHLEqd8JQSllNLW64NuP9Z42b9T2vVTxrtre6bjdIlEr5S2nY+iHw+B3/yVEWY/i66tqnzisQRL+wS9eS3xKtuQPgV1+YmT+gClVg9Oyj19y2mVPQrwcUsfj+fzq6s6O0ajXe73x4I/xmq5Cxy52AhZZfvLn9XZo7WwnsCoTTR6l3JeLnxul62AwL1uNlGdDftbdrgB3+yfW3d7yqpP4nT8CAgICz0FYuL8h5qBDaVyHbXhahIU7TiQfJJdhFI8gGJQrY+GRkYL6utalPDomjTEmyIXgI44noNshT5f7u3eboJTp+Aaua7X9JMtwPvJUP3np8yrq2Zq7BDfwPiqpmzXiYq/mw6D8agORkkRfpmo75A2wpQdFu92Ej1dhmBTTbYjOQena0m5bzL8HuVwslkolkhVqm1VnEXnRNQQvqqVS6Rq9DLK4U9XPFb4HanaKqMCEUmkEplawqnGPUfiJDv6FEcdU+BoVb1D4OiPZZZ3akwqFVPpws9OvMULPWWRLnxRtqNcer+/QNEWhg6eotT8F8huM4kt270KdCtzZu4Dy3Dm1Pcs2O+WA6ljPmH75p3R/BbHwaAqTwtdNMjKKT7q3SEWOvvdGQCJnI2J0s5DkPihP6mrwN9hNinYtqFTc8bUUadUMmZF+z15XNWPsdk0NisxSbTdXBoXTROHDhdhTz7JHiNzt5//6zFABAYH/LsLC/Q1hlKxCZt0ublh1Gq0ZnxafBzXpuIiwfsCGq1Rm3xNZS/I7nIQ6V10ijhZOMKMAcTRri291HHip8upDxpZXmO93YnwIxm8iit4xfuEqsVg8PjTk5GlbV2r2I5StdbrGfwNown7eFBFfGvMa/r7oAY39tJQfNZv59nW9wUhftkyi4uKH50nSxliu1prOmhfT8/zf4n1mriD9OmXdq55m9MnEDPaW4QXIq3rGW92wTmWp80X6ImkP862UvJCrK5eLpn2+y5yuulLcgI6upro1a4G1dMl7fpoL+RiGqXTGoPdmofBTzMmK5l3m5hN3sEOgyW0uYuyrCtroGkzCMOrT01PvQhWmXrpu1eum3+CXbRSLRX8ul2uAAn/mmrPjil68+I50JOzJi+X9ULm6Upe1WpYVr5em7ZinAqXGY3dd7C8umH+O17Mb1fbagf2BO02pTCQuLkIhhWJqamMjlzvQ371SMx7jxTHjVuxNWTfc4JLpfUUNfKdJzOnXTqvQ7LRl/kIva7pfDgm5Xn96KhLV62ZzhZ7RDMDQsH0ZUihHDfXWrvfMRULn1PG5M6ZkGs3LUruNgytSOTOXZrymLcN0aqVRuRpP2Mc+W65ttropEkkmE4lOR6Gw2d6bSt6LZCzdPh0l8tPrNV/nIB3y7xGG6WztVLo2VlZsEaK931YvPyyerhM/GKZb63DVq0NBmy273mB6RyggICDw6ggL9zdEmCmDIvUzbhjKSvercQodku+nJFjnds8yj1ssoZR5g8yCGQVoSDOI0XwiYMDyCqJgnOajzoPoZgatLMTGS/Cgv2QZj8oHdtfVftLcuTweui9fNKe5Q3so3MD72Nm4aRPD61zdx8EqjCKZup+3+BCcoGoA0fIVVXd0ASqSJlQF8jILdLJ81tPJC0HSOAPitxtW13tsf83bGERW+HmPmq7ESug9NtXqW/8K3Ej4N8RlSMyPqE+kPiYKv+yFF+JhRiCcpsylkYu2dKXHWp1+TVi1pqbYWsBTZY9B+Zx0lutKKpE8JOLru6HrFsn+nUpFr3sqp7bffGJIyG/pxsCQXbV9ggxAahbKcpd2y1kO+SIbwD6qOGEl/Iluo1MwubBJ7ok/I+GhHIgEfHR8IlGAmYBres2m3qAc9wvxKntsKBpJ282VaaozXek+z7rb0W4Am+BuFxAQ+IsRFu5viKvOCWEbauEUx4Y7TtRKuK46Rm+ViFdDmFHv5mIbth+IfTtuQTyz7LMZtq7x5tthzZfsECFZw7tvBjXGbIuIBzK4gQi5qxSfHvIWeO7aC4VsNovF4eAl0ENixWcIqqfWlnGn/oa5mLsVH2rQcg3vl3Q197zZnEx+x1+pZwnrYV1hk5V9xsRzlO6Zq7Oc2VTf22XO7OHnTNBD7mJytez38aVTJj3n6eep5Ulm7Ae+tnmplbVa/CfR5aQr7HnJUT6DORDKz0D8boAIvlutgRy+BLJ4KvWbqQ6AEl81/7kuX6nuQkv8G8ooteWGqvvnLHqRyZRlp1iyUDCdO7IAUwfWPtP7Y2L4ZfgH2z4YUE6EE3OqmJZZPN1VZOumVLPqb/j0P+GUY6VyJjx/MdYp+z+arK1ry6cG/WcIzB1I0jgX/XDql8lMJovF57sr4g98d5VQXWRCS3vbU62lsk9s72W699R2SjR9V233eC70p35ObadpDau2XyUK+k/+UdtU3Ryh9TPwk5lEISqxbNu2WjXvZ9c4/D05tmkx2YZMG5ETl5G8utCe+oeC8e2am9Y6HOn0KaQ6xuMwZXR+rsLUt2w2U/ZT+azwgdnYGrLFTVUvvfzL6cZQ0LCXcs8ugnS/TRj2rOvmRhseeCbjdfOnfpOfBAQEBPpCWLi/IUgxA5rPHi67hQbb5pYMt08USeS8c2XwMTBcq9NtPmoUOj5+jU5JcLnb+Mj4iB0Q3lKSQ9wwjl6yDN+lpZ32grf3CzhmecNF1tPd0At+IM0ddD2Fgq///oYZqAoMQQ1l8bluFyekaBiIlpp+7gQ9ktoFUGdFMsmdyJAXczvQxPx4oMnfhpG1p0cZH6uqn6i/3FXVH+ekK8RnGGSTF4vDr1mbeJgJ+U9MSNdkU1LyihqY5nlemiv5GGNmpWiZok07Hz3SYfGyxI8EaZmMYe7fvBryg3Qd4qSCopWvYod6avukaOmO2q6hdyAG5gdObed+NAGG9PdQq8iLvN3ey8MQuo7U9aAowt5rKMmdm4xi2OR2cUW2hf5ddwpfmhqtlqsHoAB2kjyHDsdcjnsCIpGQRR51EdZDrgz6M6o+0V13ewvKIJy7Pa4L8atRCAgICDwbYeH+htC4UOjingsjVmvXTMT0VgFj93YcQiDkUA0fvf7FGiQWfLjta4OagumI2K7wCIE5qFhhGcBnJyQJLneQ8fm53I9nP9qs5g88pgU0mmaTIHw+vsJtWN+Y2hpyL+Meh27h1Nf2fh/aPJ7n+SsQSHM/zedNpkLhuz5ehoANh+al/J55oZDkXxe4zTx0YW1N/+zfTCdftig2xpgI1TLJqiH6QuXp57nlSZSaef3nXGnput7KWsqby2mIMH+1yZ+BnIuCYWNgaPrz2iII5rz4wL6ApqNjF+wUjtdJvn+IQSXpSRhdF+koUy7Vrk0mOHU17yyY5nEP4qBmOzxzSW00UF6X7dWzS34vo59/oHw08N2wJ3FRYBbNlng8m4pExsbufqcolWF7QX9ymt2T1dfNl76Lq57KjwTzZFdtz5rLf6rtSlDb06GFrfjUUa2G1Hb0wxkPMqTHh6bqlPkXdgePI5zUN07rtmmYNqC3v9N4wNx+ahnKT1nNl2NJ8Lr/xFxuxQ2G1FIjIw/PORcXt7bgb6lGw2gs6FctNmJ7jzJXtMt6L7SbFsVT5kam06ma4sR0fQPc7Zvgbrfl4yDme1l3+5DJ0viMq1EICAgIvBBh4f6mKCDVB2f6tqs2YFgUk6fNNWLdUOEsNWwrVnCB4oaxzViD+MwbpOLBmpk46SZCPMVAPy53h/wTKMYSvn02uWSZOWyXyB4xSEufVvB4ezegM7clO+b3KNEFcjR6mjvfI+uhJAtQzc8rPuFKMo9BgtMdqgSQpPFigzWXqv11W8xXgGvaiWRUyFei8Xfl/xtSXqADEoptcpqXrUtC9DLfhzINuUxX2YDzuOyTNP3otwmKqAmwGelBXemhgtu4fFNthaodEspjdz4LN61Ol7rh6xweVm2HI5aobwLrz2gFa0hXS+e6PSrGGAo2G6AUI27aXpK7SYK2kcONArt4UPj6NfSC6CXLQGA9SpZhmJsc94J2ne2aaoH+wZyAj7qm0t2gmmlFqVvnsYlSz91CIiAgINAHwsL9TREz2Ih45fjpQeH5dfhPiTY+7bb4dnwMGrEqYthoFbqxR1jXD7ACcOLSTQRrn/DubMd4bWiSuDzAr7AHJubr3xPxHUzPKY6ZceTQiGixTyIc6TSkNOcLdtzb6pGcNU9O/7YLPRp5sx9oDcX31owzA3x/CXrLE2bozPjbb0Yj9ox/xeCEqro+JPqteuF8XkvHifFOhJqOv9dFCx5NH8f8APNnsxbr9pGslhkLO/qw+WPRjF8wl5bro/jQ1upuhg6HHQ580eh/x8CAUjMxMxKe+ymaudylTPXp7SOrxT3rO0tPYM/WwIBG4/HMz9EZc/Yov32ksFwyF+MPvew75YRjfC6WOXl/lM+/t3ov0189pimVDofzJ/V5a3p025qdZVQTveLCAHSrDc8d54qi6en3WTdzMNFV2zUO6LvV2NsaGnr/6+ziOBumo9GEw5XMb3vTQ+9hj+n8xHfQKiEc/ry5kYdRrTJMO6wkr9IZ/960YfrIMktPzJDyi2it+QNEuVt0ThfpuFiuwTJ+etpiKRSurjY3ZXnD5NRUbtNpP/u8njfYtrerX7TGSs5K2CZFU1XpWrT9G7jbp+uWCKNeh+x2w3arRh/cfXsCAgICfwHCwv1N4YJkAx7dNfnZ0lH0+p46gBnVFfAz2IaYnISPdeAjfNBl86MOlC8sGjrD3+V+KC1CuEQFN6wHSpap6XjZcFgOIGCCRw7PbVAKPj9X0C1IEh2ZQmHsW3Pnyh4QfMGv3+xDzDMS0EBlugxfZfZxkAIaB6H31VV31Kl3WVJlU7+PJG0++yr+Z/zB3tm0prGFcXzV2YwzA7OwOCrOYhAEBcUX9CpSQhREuJIwiOkiiRAEszCglDagIdpFDUlIhEAJZBFNQqQQXHi7CS2JTUIi9eZW7l3kA/QD3E9wuc+ZMc1rM2Pa+5Z7fqs2PTkdx7fn/M///B8H+cQSEaCZEJKcNZPWBS6hvrFuimzTH62SSK+JC2N3HNK4eBoawuZtb/wyL7DIG45CYAJXmjnLarsTru662h6T9lOQ2v5lQmROR6J4lB3Qy5PwEAKDgl/OO/VC7pMUvL5NHUoPlAevuxwKj7x7KJ4G7R0QWu3lHHcLE9BHpQasW7qsJcMsSF1TdRBPQ8MnCWISIn7Q+wE256iFfg64YDAYzL3BhfuDorS2QRTi80rDdlp+QlhXkp4HvHvEVlgxel0sL8OXZqSk5Cf+YdzidIIDX+m/BZY+5YhctaJCUja3l/zORi2l6kSYjfP4t864lMoyORxeXfVWA6oL1Ex1bzUZbfajH58U3UPbZ6d9ae6PUqlw2G4/O5vtW3OHbY/iz3XwyCcs6u7YTQJ0ca/lbFSHSxP9PNDbQKp7rl7//qo7FKbl2WI456snW+4d9vQA6+49nj41m8ngj91AyXJ6+PG1uwVKuzvnCTfp3bKqIHiktZdK69mfIRyxXt/LHcVs5dt27pCkP9MNVOiopz5dn8otx7jxa3Wt2dztZiofo3Vnvb7hzbb1IJT3fvmpOTiB1PZ8Pq+7pLabzDOgthcbjZ7aLk3ocHS7p6eNRsHZai0US+NPQcbvdm2J140/nPnpwWJm3PzYHByoHNam/PZ6Lb5YnnBAy93nKwXNUH3vJXcA4nzp+ceC3emcmkIHZyuVWm11NZ+vriRss52VWp4oFCZri4mDRPzsD9DYDS8P29nn4G5/UajXDoc3dwpDINy744fjyt4+DAaD+XZw4f6gmNAeqxGg5XanSoo2ioVXFb0eB3FrjlMuyAeoGlFQlvCRyx0lUCiL+AgR7K55TkVLVgQHGqOHU3T/yKBkmVUie0t7x9tJ6d+AirfXn7G6CVk3fWvujx6xLJIE76O5o7Qg8ARwquxFt5HSH4CnF9pj9vdAbydAP++p7t9hsusELa+k/p+rku7eR2PbB0tX/44eZl9LyjGSn1ltor/erm16rhe2ssK+uqP7spEs0YdSILyGgmTG24ZYLCsUEsVr0EH16jUE9W+kVH6NLs7NXlLbg5aspLZPX1bbGUYWyGsUw8tvogAflmRyA8VJ52Qc5LrU0fU8x+hHZlEy9ct9U0mmLRnmnVRUr7/Icf+kJR+d9JzuUWFfn5Xi4SFxRptgBGmnYsTw3LIoudtRSA12t2MwmL8LXLg/KMRImPA3ako+8jcLI8TnNaVSKXT6iXjRqClnkIR/cRLRmFKuDEisK1WioCzhI5f7z+ByXxxQDH0HxMkckY/F1EnWp59bxMsYo06pTqXc7lWiyV3Zwr8D8zjt3iJ02bZR5S8guHDuhe7sRG1jqHOKRbvdfcaUlZ+c68y0f221VpOb2VBI3T27jnl8N07V85q97EE3pe5Ofh2xvdhT3WkxmHLc74q+BplpF49yufrW1nb099PT/7HubjSmUsGgKKb3T7JHUTgCkK9PT4E9u8jtltW8yQCzGU2wlI2u1SWtnS2+zdz+q8jZPlHKZI9yPnuytRc/at+QCJAp/fS0Wqvbp6cH43T7onBHantpvxn9nE/Wfd55+klPbX/qILul081Gy5mfmjxX258+7XYTiVrN6UTTjJaN8JNgcL8yV0uCKX0tTj8JQtk+UVqM5pAovlxsl56mQgOJw0bSX5jeC8cm9EFXYr0Bae31qfh8IFAuP38ONbxzb6/5a7mbBaf7C//0NNtsdzY/NsDHnp+ea75KfGwUQHmHq3t1KLnbt/ai2N2OwWD+NnDh/qBQmeQuR4i/vXtQz5TeUs6VGePcEC2hrDmFwJC+qtzZFXECLncvq8b7jFzuEOesLth8gmHBNau6f6rFUof71On5ZpX5Ubr9G7zS6YFLmMlh0D/VPdQrsGAObugyPZWxH8y8DWToIevH+0dOi5YibC58J1+vrLrD3s5fE75uptflwBCNhmX/p7p7mV/i5lmDZPtG3T8XQDfu09hhsbBsS0pJ32Hf3qG1o44Bb9nXUhiMm23e/l6gaTkxPcpWmKvnpJHaLgn112L+4a0ldSa9/JqDKBhZbacopjfNuP6TFLmOTOnyNb7TeiFb5rxXL/mlb+ocRNWbyDSc+UDp8h/gIISDYeSrol7q9QN81YD63zZ0SxClLxvmfSDhc8KZdA9fgrt9UHK3j1DNf6RXLwaD+b+CC/cHBS7c7wYX7gAu3P934MIdF+4YDOahgAv3B4aqJHe1SekoV0aFKV2eblFFD9AJtbHrLgZ9oapzuY8b9uQ8CDUkrD7CZ00oDTunCOVxjULtXNSBzgX4NZ5+ClBHr3RX2dP1AnRtBY3tHqX7YzIAxw38ug1e2d/0FYy9mmdbiuX4ZlDW95aU8vHq/suJr/OY7NK01Yq64aLGmOt09x6nA/5zkCTDRLRrVF1yahc0lDXGMSrepddAJbt856oKdw41rz2CbCU53py55V0AbQi0WjQZWkWdR8Cc0+0V7Und8xtFO/KSayj2S0dXk35AasUKwet07xV4s3Oqi5mTurp+sC5Ja/XZL7HwaP0mcoLU7rQgQPNVMtBb3b23WNA1yqcABK1IcpK7vaAROEtvOuRuP5RCas5bsGIwGMzfBy7cHxi4cL8bXLgDuHDHhbt6cOGOC3cMBvMvAhfuDwwpuUU5yT0MPQ+rglK8ilSGqsmVeU6NqJgOBSY/J14YPErDEBGYUp2DxMGApUetWYbUD0v9U1X2/kyRy5AQDd/sSgO/gJLSC/11UJVL98n+S/cTDrLqNG1G/dVdgJ4KsBidVz33gWSWoNqWW09+B+SI7q9mfn8X5CIU1bE1KsKV9PdqRPUvBywfHGe1yrYPFD40xy7Rrr4fKlrsLEEqT2+xQ9N39+oV+SUpCsapybG/3hoKb+T3z2ttLZTKV/+RZw4ljwsq2i+7ayZ6RfsIJVwU7aQIL14CXr7bFy/fNn3e7HRAOk3e1S/AJwiKXY9IAsVELwxGZ10EZ8uPTKSXeRMGK2CKi8k57oKAFjvynUMxNRWLW+qaaqDG+EjPJGOVTDLIOrONTTIYDOYfABfuDwxcuN8NLtx74MIdF+53ggt3XLhjMJh/I7hwf2BMwFeailp7HfZ/dQalDDPVx1NttJcYUjztija499GXsJpC79wso6Yo7aIzaiyrNEzmCeeBo2/zat0sHQZ9/Vd4lcOhqpiFkmBaee10GZGPQylwj9K9TaNE6uFrQdjqMFteoaqMZdUteW5nQhuWTroef59am2RoWHmixpjz97fxKNJhmsJvUq/NLd0g5JFPqE38/NcCtSxj435l55BtTC6OrVatlmFC9/AEmcgAnZWdI/DMSiX7XcMdZIWLStHwI4Yj+smtbyyz5UB6Xl8YDDeXih2GvRK8fs4EE5MMKahoP19om8iS9Ipb1UxpuXNXFaq10bNZtaYl9425528Z0hxJq4CgnpMm0ujQREZyVkAPzi+1IjDzTO/KXjMMSaIGCUgGiHEi+bEXWd+kbb3jqTqD1nIkTeXUDKrtB4HBYDDfFVy4PzBw4a4ELtx74MIdF+63ggt3XLhjMJh/L7hwf2CQNhrFm4kK5ymfVHLQs/uNqFCOmp6cwfHUpmJf0pnu74UXq/NtxeLNFIqCk2RexUlSk0NbqxPVT0ptohBGhiEIu11U/O8RxhR3VvcvZytKA2UcjpiQJz5sdFIqK6DHRhddGLLrTlScwT3nqbFkCxcK9p2TPqtVs/nt6XahkNw8uceevTk1Olqr2e3Ly2XFpdlXIUOju1XvkH2vxn2D6+YL0MFenziNeuz2Viseb7eVxt8Lh2NmRhQ7+5HNqGfLDm3/dS8987G3mYuu+/8NyHI6Y+EWw3Pezzrd9HQ+2XpGVYXD09P9fVEMhUjS0WdLK4c4cJIND+p0Sblp1UGpFAqZzV+fpNR5U6R00/l6cu34zX5pPGg2XhtsSrlOYt5ave5MRtmEZXz8ag+s/Uw4vj2ddxpqXMLVJR2m3s/FDhdfhp9v19gE8+Xn4slmzvf+/Wpe2CyVwboD/1W5HI9PT/v9htpSQgyZYNzuSTU3XXhBxIV3pa45ldrl1hp551Churkrzjj07c0c9FUi3MexUqnbiYVbLfi3hhAbD+zu5nJ2OH1arY6Ovj2hcnao273VxGjsEObzrxIeoblYdSedfmKqtjkaSPV/KhyDwWC+HVy4PzBIZPhWTnLnGdQEXDm1JQ0KnopcGTMZhrDk8BV36u0EweaqwoOPkF3uakRoI88jnUwvZ0kosmQYISalYAlVcBAxAYnpqlVZE2mDtIo8d6I08DIi/xw0d0//Kl5GsuHOc6oWLdcw6fVor0Kn+xZ126hPgzorKaBKQ9XhYCqyF5qivsWBr8i4/pRjrWjHgiDchriwZHFB0vd/iRl+33KgLVpfw9kAxKqmTq1pFy0Wte+E66T0aS5m9UpydIs9stiUIn54ZlEKghnSrAiJW3fHTKSLK+paSLpm529utWUsKxTSsg0UpNBc+vm52r59SW2/CILRXKjtPC9nudeod70s9zFuUjKms9pReD4dZFuLktvPJfIAfSTFr+8JHGTJ8AJ6pckvXrPFcm7o1+sTPct81ZrRZyX5Hrnbf+Uo+JxDV8Wp2grEYDCY7w8u3B8aDhd8sSQTCnqyybFW8BPsqVKlPVEME/7fqgqjHj1+vL6jI2pz+0oDHzkqJyCO+9SI4wPvKELTiqgRtozGKHwBR6NK42T0md8J5/u58rjSQBmSHKwV/NFPE0oDz3mcsi1CIp4vo3w7vvDU6ALN/Y882+5T/DabGdvngj3/c1HFLb2OydTtCoLf32qdnNw7hdFkComJ9anW+6TXm/ke4XgORzC0Xzk+rteTMCVcmdrNjv4wmVKpmdD4RCXRFNYoXQEp75PeeDFystu5x738mwiWO5m3XCw85/E+m2pN1+vvG5+9nh1Bmxjb74hit0uSZjMSnvuDLGe4Q89yo5Hf2spFj07HRDEYvEtrD4kH3IoXxHL752oxuy92Z8ym64ON4miRzfnyW/mpY2G/Eww6rpyQtbVXvK260+mtrl9R2wMdbU9tFxKdC7W9nfV+zudXW9HifkdS201iqVgEwdzZaGSzgS6anO8MenX5odVaNbEvko7HpczC8vZ7J3EWXS+JKbG8FKeS9tX3ZzuJ/RmX7c3yh0KBcNZWRkdLTHywXl9dbTROT9PpaLSRXF0tFCKnBwfU3hYI9DnYEVhYc8PUknTfTd14sBgMBvP3gAv3B4ceFe7KWekrIB3NcUpVokrLvNzq9IOVURomR8DAjoAKSRC53Ic0MXUqKPKmUpTSKJkQf4T0s1ujL24lDqKgh1UZRAOYeVidEHXoxtgHIUlzH7ySYK2KMk+BwtjP9V1Bq0VqIsfdu3AHHEwbRFW/Tve9OpNCTLcgIP1Tp+NAGf1LiySe4bSDUgIJCjWh2GEuwahepP3thPhZy5J23vpayktHFAw/Wee0HDOqtM12FzP8rvajNKUfGp4WLYpxTl39krYmGb8/WGNf2Woz6mfZFZDIv5IU1KYNPWv6wRW13cV86qntsUtPhBz1T8DxkVhvKpTlLlnSUZa7vHfYYT5L1+QFoRwtEtKWHSl6fZJNwOdIiI9IETV5wwLI+EFLVprQSUX1emjCipzuMBXar6CkXYCC5pXFYqn1cmVouCr0IhnC7nYMBvOPggv3B0e3ZiAKC02lYYtIIo/PKowC7zV8lU+VlZT5RwOV14R/SNE0DzVeAGzzmmxWaVzP5b66llVxkhXtmBcKTmdH1dinxrFjimhUI0oDz+HTvoLTvthW3bvGKGaHiVW3V/m+XSBr7vnkcbvPssBoTNs8Zxr7Srh0H482SSYShUI+PxgP3F/ZdjjEkvAxn6/X4/FvMMxfYDLNzJRKm5s6XT6fyx0Vn5RVrd/ug8lhJoNdcSKTWBR2PB9a9Xx9uvGs5omGi9xBpySqftb/IvTldOeAi8QW4lVvTlLZk+/r7hxlFYazSwnbxMT4uOxn719nRwQyJ7Ej7y+t+vv6du24WQF7PNLav/4L5lSlfRQ/a9Tf63Ss8HY/EJox33xygp234cFGw56corJ0qTwzc/nqUql22+udTvr9nmhlfzx0VW3/cENt72ay3lwy6W+A2p4OBmGqxymRi+357PZCQRBEEV1vV5wHu7zf7z7LJlyhlClQXowb6gX/1Fkz8SQ4Q9pi1hbyutc2D8bFwG4YFHZ/oUGdHnRdp7/u+ZxQqx8fl8vr63t76M/RY9vo/Nyzuh2U94XNWGTDXQd3u7v2BrvbMRjMPwou3B8cXXVJ7hFVErlRioFRkSujvtUpanSqUdfoFLncX2qVFhcSej3SZxmlx9PDBrESecOm0rBzxvV7ILv1k90SorPgnPUp37fLnGvuimrndQJ8HHL5vdYn6nYnrsMw6N7VqMA3Kduk9hOahqK+xTB/BZLkOJSprdHssPv3aBDbJy5mSXtsnZQiulFCitd6rF1i0v94VHeA78CVHQqD1JmURC6p7LocFddm6bEv4eb3xmXhhEEdsvoXdF4hwiuuNVNkm45LMTBbugVt5itv+R+Zdcks79RRdOW6VZ4kaVoOgole65+K1Haka19V20XLsHSFSG2X34SPIcv9Ewpf13z5LBnXRyWh3G14JQn4Af7wS5L7BGTJvBNQg2e52WlKn+hdXRX2xa7kuHOc7HSHQHj9cS9XRuA4MM4jd7uPOsDudgwG84+CC/cHR/B5mHAa1pSGtbllQpM8Md+t0T52BNzbRDKyfucoIEUebQ0RH5eUK9Xg4iHhzOXu0vTOgWxAop7jbtHzbuBwhMMEsab4sGW6A9xWvVClVa0J0ORvIm7Ct7EbUNvFxhgqR1f8+ZU5NQ/zHKP5Cb1jb/l+tvVZ+jrM6dkV91ZyhbUpPJ+3QpI2m9fb0qx5LPt9XO41HHqXzebxaDQbG5FIt3uP67iOyQTRL53Fxc+ft0c2NhaEMdv9r04FKVLUl0vp0UpiffETa/X+lNt75pvc+Mn70hNeEJr0wViFHwio8Hh9E8Fuief5BE3TTUEQdlZev6xtTE66n001DBT1epD9tBjhErOjnTTv0ouhoNLp0a+T6g7YTpvhFW/O3ZjKUfPNV2OdgYBovvMl7uLXI4OePZ+u4fVscpmOS59yXF/tPTVP2Jbia5PbSZ13kKM7fGjmsiHcbKZpj8fnSyYpz1Ki5LrwvQf4JcEzOaLZNixw73g9Kf8DyVuEnVzLmTSscQeuCQf6MDCOHXhePhvxD0WjNhuy3ZnNB+vVnzSaIfvCcCXdBZv/2PrKRgv+vjLchr+XbFrPh0aBcHsEW1ocoLXVXFJD1KPzGaazH55zN/wv3DmOs9lY1u32+7e2mtwBHa/WYbXgNjTXw1GD2+532qvzbT74ZXcAg8Fg/glw4f7gQC0xVdjSUfQ6QawrarRIIFeRK/PoURHMpFatcslplsRoVY1OkYzvVOtyR15tnU5plIyRPAAFr49kmYwlB8IbrTrNHUzDwkd4Gpb7K6xkzd3bv+ZuJo9Bc3cbkJP3HpCkFbRF5OlV/wBv8vg8Bptl9Vdk1G/CYpEdxzVqvWdk/osh9U/ARc5SnyWRV9K3DRuUVbvInTCz/e2h3INx/SjDMBGtFnz3FNWQDNYyPspjXdAuWWzfx4Ef1M/Sw70NhrwhyiXUnPnoMPNsC+JWCpoViGm8/S1sJEv0c+neJa3zN3cESFKrRZo22ke5qrbzPbXdB3nuFw/xxy+9U9kvk51L5GCTkT9HSDImSD/QcNK+2PUk9wEaNUpAXvd1yJnntTtSskwDkmV+5DNS9r2U487zBgO61Tpdm9mFuCaUK4Pc7XLO/JCGVTwUhMFgMH81uHB/cJjfvSJWndtK0uB4YAe+i5qMQuD7o+DwPOH8vKIwCnhbnAQHqFJPJyRGD2xt+f0VFTnqKXLY0PJbX6WVBiJKpa0tp3NsTE2l/Ng0sBQmkrnnXRXLB0Qw2Ixu+avxtFmtm8QRSHuqzi12vn/NvdG/5m4yudJHnkah5qEDKh/SZUymUqk5v635JRdZF1U/xBvAVbhevTIYRkaq1Td09/4TXSYY5Pl24mPU19jzeVZi6wPde61N1GNypILjehef7jCVBLc4v8DueJc3DM+23b7JDxu1ly9fVkELFyIRUMVpmy0NAjnPi31tMRi7E9Jv8fuzaBKaRhMKAkz98qefJoFnAKwWqMH472xzMcu9rWRm03yp5NKPg1tb7b7PVxD5sfXhsOenSZ9bN0n9PLxUYdIuESLY7/qlbpemw/GNyZGR3Of54YRtwBUib0rP5q4t8smz7GskfdFPid1S4MrC9XF3Yn3d43n2TKNhWZutfEVtjwhUT2238WBul37a5WkhPrmtGTEMwsKiLE1G7ifiVpDInZ7BxLtAAFnnx8Y8Hh3U6YNs29YNGR/Njn30+BoviA9RzhYIjQdOhBVf3Z90z3EVlyvdDnue5f0F9+tX7YFZbnhjr+AknOxROs1xGxuQMgPpVBbL5tFGzu8fsv88P9yE7BtYP7kNw+2S+Be/9jCYP9k7n9ZEzjiOn+plxhnwYJlRiQcRBIWKjmgrIjIODEJEEdEeTIUQ0IMFw5IU1hCTQyJG3EAgFDyYP4shEHKIXoLFbBJZw/5JwvbQF5AXkFdQ+ntmdGO2yc6YbP+l8zl1u4/Pzjij/ub7fJ/vT0FBEqVwf3KIuS2StnQzVoJhZYuUzDZFb8sR8EGUpjchlEMyzQaIoVhneRHdPMRLyHS5YxjyQ8tNRxkno2B3vZZvYEa9Zhn9vOw0dzGyflbvkrO0cAPS3CMP0dzRroUkiIK88YGbKXs0Sq5+bXpkG1ExVxvHL7SxR1nmb/GDbtskCr1x05EQF/K3YMB0pIX+oJ1Ru6Eb7g0O0MLVGg2o4lqCyIFATpLekZYYDDqn8CrSkkCTaLVoQjGP/AZG71ZzpgNtCzR23cNWUu7GSdIml9Dq1IFnrdF7mp1+gk6n1XYEWzpa+vDec5NgOkKzDjfwLL5let+3o9/wMSsIGdNvZwUZ+6o2UttvuqeiNHdRbb9Jc0dhMGIsvGkQVINs6UgcN/XvuUGS+4ZpHt63GHjdhQas+lMQ8sdJXgjPea6PG539HHchGB6WKoV8JeR01310t4cFd7uYK3MiYwePgoKCwl+NUrg/OaApOLT82yEkmk6OjR3od1RrRakIE3tmVY6AD+W4c08169g+knoSgOJ05Z3c7EaSYFX4s8qljF/MsTH0w5vNOmUJvXbsMPTiu/OVJamBA7wBlkkXVirybQrmTI5hClSlIjVwGKS5lx+iuUOV49zWTH+nV/M26UtwB7FYi2gyjX021B7BEfQnzGajkab395lnNVdP1vKHDOx2rzeVqkTVV4394+YbU8v2w0PM/KPy9ZgdC8YmdV5jJuOfzyVOaDp6qgFQla3XI1nc40ECeTbbbCK5XMS19kZU0Ifg4uzNgEV1c1N82fSvaJJnz8TCHU1djOahVrTNz8/7Qct3er26IGjshi8RGz53mbJ9OHi99iLb2Gf066EL+iyVWfBCAMtnJzebbTaOazafPdunQpqlRMYYDNrveEnsqGoKNT3Jnf0XUdrm9wYFO/oAUNt5bfN4HyiXkTH9JmXG2VfbPX21XfwL8+XhwR6o7b+8dFeIvuN9ymgzXU8zjgg0Wn0v+t2Nxngc2dKP3fWEFyZ1Gre5KzCkM/rw0lvvHJarl8DrXvjGXe7BskKubspS0Nd4ukxn3tp6oY39HdV3+heJifZEfO3ZM3haYpaW6vUNwd3u0Vf67vbIN6GyDdztX+AiKCgoKDwSpXB/gkyC/1NG406xM6mUtDsmN1fG3pfwpePEkQtfph3dSSLT9Iy8IAeCQFregkyh1w/JMkm17EhI0UU+Slr615gT7Q/QaKQG3gbCph+quRPQI3Lg6n0Ay8YN/Sw0ia3eY16WDUmiyBAkV36hwl3kjFgTVFl4NgHJ9wtK0PJAMnmOWAJ9/BRV2Wh9524K+LlYiA+h/2iYvxNxENLee4KE/5csKlzq2sQbq0dIR6FQq1h5ZnkUASNav/eponbh3qUFp0VUtguUFbqgfvrsh0LXBXVbTOYf/qu3fbVdf0ttx3RVK1LbC9SeZeCVw2C7OjoSh9o6aMKK7jU07YY1IxzZWzIEn1M02QSsPdkxwvQbeoEQvo6SZTbgT2KyzHCOu1doRIBepjcaCUIU8FEzVlY4MpQr86CnYQUFBYUvjlK4P0F+aB5DkntUaljrYlpFTUvtz/x6ygn20XRd0tkyZgi7kyp2WzqR0f62HYkUChkZ1nVsnPekVS5aVj671+vxzM7mZW5hDM4fRArJPZvMPL0xw2HdE3nFLKVuagsJDHOJavol0vCkRg5jn/Pze5FX7pnUyPW3LpDnrvBzd8UiuT5yF9hc7rDEpgtbNbr1w2PUxfHxs7My9xLXb3aLuZS8yyGDmJe0VfOhDaZx5Y5zlSXS+cgHjNH4empq/NLrDAQCGRtwdobM6fn8QRSxwrEfCe2Vrtdule0ba2wpfjOAjZcvhFcd5GnR444mtNlg6oDX+8P4+PgXXU6w2wOZs9ZB8V1ow633ZJsh7iB/cnjkd45LPVcZUuTubqnkdu/vu93RaOvMH/DdEfZvsGcs+WJpfTrJHO9F82c576Vh2P8+BZp6OLTGNNL7HHd2trxs+PjU5XXSPFvzJD2eFTDOO8fFJ5YpX2rpNPSCSqbdXPiMjCFDm8EX2N2uqZOv0sfRsG1+3PfV9zEnz9dqhQJFRaOrueCUz9daYmtMeif9rtyyeeeWUx84daegoo5XlmzLmVSdq3Xgu+z43dJZ5nB3e/1FoRBhuLKl/Z6uqQvgjWHZXu/01O2enY1E3nGmC5ZtJB2qZ56D3aNlqfdKQUFB4e9BKdyfIEHrhipi5aSGIVN6BG9JDZOfK4O6p7o1balhIEUvIKOrvC6bBKh4WRmTCiCb8GuTPJO3AeuBsr1Jy3HlC3iFDqXREfTsr7FlpOONqrnPPVxzTxEbIKjKCfe5B1qLFMaQKfA4pzuSx5Flfp/aHSH9XgaXurzJA5ehgK9rlob02X8KnRACQ5InREV0qwug0PVhahAHM0zesiq86lHNTmUzhdkspyaxpWgBb0KjU79Mt7aZqFutSIhGu0nvXwewY2fadSFj3mPlP5rRb8DIttCX9Dvq/NOtLW9B00bHhbJbbh7DfGCVz6J/ltJ8/BRM6XL96PVaX203GElxX4BeLx7bD7oLDeqT+pLKW1CtL34aUG9XAhZoBskylDWPYdihMNl3+BZxhk1CApSAVou6pqL/QvE0u8KuD3Rstr9vX4WCgoKCBErh/gSZi3ZVs551qWHOozXVd7N0TEq29JVfqxzukMQoILf7QpVkeJ9kUWCIra+rVN2u1DiEn66p0nImRdA0uFQ7mZicovNrg7+4odpRm3wytbSpObq7o8rWWtLtYQcYgnltJMIwqZFqcMNHzV3Sn/QpQW+Ld0cYfXHJf8thLBtnIB8+phqdUnne+ahiJeZtLcXZVztbbq6YyzxqqmHsU07/YeuCUzfPGXeNK1YtC/Jujb+IqakgCOTj4zovkssHZPykqKH3yeXeDv91YCEWE17lm/prj93pPLRUtq9LtfXzznnHxV5ElyCfJuD1TUllkWOZt0vV7hv3JkUdH3Ncq5VK3b0OcOk8XCqWwAq0c8WW863cwvjt75O5VHv7AoTypEcf3T479A499opqO/UntT23ZAq5mX1Q2/mzlBfFXn1vDyxpQ2sUlZ7momeroLbDwtTSrnUjmYxEOO7wEB2bzbJyfc7MqhZZ+iQT88be83H3y9lCmo2e5BZ+sPFv3A34kzu6m1tdrXNr1E+qtDu+VD1rld90GNV3nqt8/sOH6+skJFIeH2t5jnNv4qC8r5VObDrJ90tBQUHh70Ip3J8gKAjmZ/xcaphPhzynFaOUIio7VyZjgXJcliHdh/K+5W1Pney73GXFv5AkUstWZXbZjFnKYHfd+FP4xb3YCA9IcaPkthiMNrS4IC9C54aB5m6TGvhnYsY4qIxuzQMT3ZHTHbVhffl4p/sUltf+CJLlQP/8gtjAq42czWnqHbTufORxPmFQIPwL2LeAYPRlbVv2NfVZWpo9sZ2o1fq529dJVmChDYWcu7SWOy5FkKgIiTxDtvQBA7V98xO1fVeYEKntAxubActpBm1Yxc/E15hOtMzj+ODoaOFugwUu7QIsF3mNnBAKn6YqsDCD6WjBf49TJVgRWKY1Qo77T5oKNmnpCe525HTXDbqmWq2kUTw2xd2uoKDwb0Mp3J8g9qMz2IDVcErso7RPlaFn0nVdMlcGpvu5wEhb0n2xN2mHKtSSdo2b222IZ0tKHSFiqu9yz0kNRIyPgz9VxZ3KK0/MMeL42Sx1ILuqDnrLG89nXeV5uxxJH/H9nI7nVSq3+2Gae7wlKwlzmKk52xJLMYw1evgwKRqbSx1eb+wITvdl2Sd6B2OG5cAJqO7UzvH6Kf/2SxrSg15/rpcvlzapab0r1N0mUt6HLTA8UZxOi4XnX7+u1bb0HWZjo1verZ4dvg3o+qr257DHjK1qsbuuZhpMh+tWq7ncsEx+AzjbU5UitEhlGM8aB2J7IDY1fBG+t1+mJoor7q10w73et6V/xAn2dFFtv4i2P6rtBnuqVQxtMc8j0+w2qO3oCfl7u9Oyy0Fye4RiV04mvKiMtlsS0O6UUjlYdmkJHV0mc1B8oS/MTh9X8nAc2GrrjbWTLES2WP7MqDuyVEKbyYKqA5Me+if47iYz+w1Y5flcKx8Fp3sk8rz05uTk4GBzE7nby+VoNB5vJCG73cMr7nYFBYV/GUrh/gQRg2CSpOQ20W0Ic94wScm64nQ7cizpqHuqnNj1MZ0OCVvSR4gQXe6SITkiGjC5bqqlukoNIK3HKlxtkhp2A0pzp0bqT2owGtGpPkxz3zfVpQb+GTu0rXoOqdX8w6VodJrI6Y5isB8FUt2nwZKOLMxf2JDu003QLrjfUEB3F7LIH3mkTwqSRNHwgtAO2ww4U8ISlL1nwQyRiyUhbmUWrtrZ/W0IzNgqoRYugEd9cMfODwPmJcLCRD9pyp+q7STY00W1vT1knR+EwCD5fvAtYsDeCo1OZ/Fp7VI/rAbTXgirAUIcPPofFsuxkDGPsmXsQ31T92C3B3LgLwpvBfpqmjO+F6LhC2CVz2B+wen+M07R73UZ8R3Df7FY6L67fVONplNQUFD4N6EU7k8QtPmzoEpL14q7LKWarp1IjIItlh5G9ZyXkZxYjzdgf1pCahhqjp+FzWdypoTf+LBalcxG5XSJ+eqrRGLf8WMjF5BXxnmJLp5uuPyyveR+G7h1k+URNqh+HwyyLMqrmJSVvTfAHszNuBzp5l57JKkeMWaw7YayTNIVnZh8YOnut51qOslss8uTk7Le9vswGN7O0+GNLNNgNTzx9nGT3caMOf0t+rS71pxuNFkuSidyAd2tMJP/HWOT3nkIrAyHNZrFRb0+m2XZ8kyePrQtOM0G6ZQge3DZNkFXuu+aW56sa22mWCUCCzcBMMPMBcl2PvyOZV56sqHuB4IM3LaPQeuq+US4yK6//DGrntG2VyeH/CaBAEFoNA0grqkSzknxkcJgyMxXw6HmK0dncSVMzIvBSDH/RHhlseN41QyF6fkMHI0Z2p3yiy8chWxz5mB+3mBAcZXx+Cscx/c0vcQl5gzUw2tNyJLxlKIn8xlniy8tNlR4wzVTt+Xme11rI61KLpZ4OtELdz0UuNuPo1Gej5YbYKbxeGZmTk9drt8dDseiq078cEd7WAUFBYV/EqVwf5Kg3qSgRkkNa4G8laZoqWFCTI2sPHIUVAPqldQwBHK5W61SoxCiyz0kz+WOYdOglcmNhDRgJyAJMvKTZb76igM1+9gqa6lgAMqXl7u8cAPS3L8BsVLWw81t7FgdQjkc+Iq8oO67MApx2KJB+JGYsQr0dP20KeYXImasm9RCWIgHeoD+OT78f4WdtEHGPMpvAShKoyEI5wgdXeeMZ32tvaB3gQT9GW+313igYfrhPq079nxABAzI5N9AagujCX+6iYQgRG37ttpuxpa0btiegWTy1Mf1E3/fjt4xEf1rGwQZ/1bn1EEQzD51JkxnI7aEVqduawLCczKWPWFVoKGmdUHMpoWHaCCrPcOctAmOEHR562vdQl/Ch68ksfWv2DVVMckoKCj8+1AK9yfJJfx6R+JxqWEpwg2/kwdBqWpnLrqicjSbd4tvwzjnXVAvFp0yauxqFclb9y/E34BNhhu43HREg4FjI6q1+A8yFEaULJOCnudp10VQ9n7TFv/Cse/J+2Wc4oBAAGnuKyvBoPwiStTc9xzPs+xDNPdM+8DlcWxp6L5wOTKXk2fVvcUG1GVV26Ss9/JeDIajdnhmMetp1L606g43R9BvI/iZ+Aa0IVWzmuiHhA10d8kb9SkxhgWdRlu7Wg8faEqL0NEVKe0zMzTdbgcCPlntyJDWnqDD3b3mMcU0N7rFasufwe4sWw2GhQABHng1rKJssMUw0V4I3naTGDBnuzpzvXiO7y9aw3nYEHtzxQ2BAE1DOjqg+URtp8Ms3G/noLYn5mPCykkwYKHLrqzjZdY188EWgKtqmDQSeXYRf97waLptG4YZDDbbzEyjgeRxnl6evAyeERz7ylHA1zT1hF+XS5zGp/FvHNn4AWELTPDcImwvb7zoViytasXVBFl9P66haX4bJHwHyrw0mdB08BTQKEdJ///qPlJQUPiPoBTuTxIfJC7M6vVSw2JGFNLclcyVMRN58IHi0lW22D01LqN7KrQqR7KWTlZdiVzujFyXe49+DmqZ3P6p4yQkSKq2jLK9L5e6dyALlmjZ7hqE2NPVKDPtZsCckXio5o6kShecmJwNB/eCGrGCbfjxTnf0roWFqJC/RHVHTTt5TbMf0l3+v+nuBt2ChTBpoNsC4jvKg5R2eR+sAUhrZ4Xerg7qysR/7tMwhZ1B91KkTjP6yp0NbKd0bSECZtiUPsBMEGKjU7V6OBYeqe1oK8RttT1AaIRweEZD95fbPu2cCpY7kwlNh/fl8WUIg0GNCMRQJJ+uIoQPRXANfCVNkiZhuqT61LisOxEm+g5vWg6NOeG9+46iSHKQK4Pc7aM8ZisoKCj8XSiF+5ME409VPyeTUsojFnwDRWgosfD5YV8Z/G3Qphx+qfwZkHoPskmVWivDFRIMImFL2oePeAtF6PPsxaQsldvoP09GHEttecXb1ORqs6NqhGUdB2IKe7/iUU27WqMox4FAE9S9mRnniJq7fyaOv3yI5o7MwXXNloNZLCbePtT4bZyH/I3kdJML2+SsoXyOKWy+zc+4BNW9Ul0NSD0qjojPmWovId3d4/Fsgu5eSRwGvFJ3/3+dqUmnP5c4ofmZbpxtbur1TTe7N1Ok60hpl37IFjEHnf52lQet/ZzyNNe6F/R7W+q+9Sdf0Nbmw3sslexkS9189Sgw98liDDZJEvRMPMvgHpbj64IpfYAh4IfcdhbHs1n0aDH5UW1H2yDYxX18q6+2oymxyVy1yGbxl41NzXbbD/U/7HVN1DVsYx9/xpaIBJjmDX4yHG42VapmMxwm/VMG0nbR7TQKjqZrm85M+ud3oxseXMXADZwI5BIVeLb7xvHM1SVOEvXoXuOlCm+uhfnqbvc6uQMriurT03DY5ULfdC7B3S7v0V9BQUHh70Up3J8kZst7JBtJ/3rLi4ERd7vKqrJ7YK6Wsz0VQFZSOcZ5+BXXzcDZ1O7oyXgnLkiults/Fey6YJYp6CX7zN7gJJGWfTqacoyEQRy3jai5m43Ig/9AzX2SXAER2gN9Ikd4xLhNzFgGS38EL8pZQ5FiENBNQQiMdGLoA3BaPkBKECJt5YjVh5/2f4Nx0kJHreuCKR3Z0pumUyIxaivWoLFNa/RIli5QblP98ytPy0aT5pUQt+LSrBrvensnYSe5mNli/ZO1zUzsCuZ0+NAP7/cYBA8VcG5IbZ8kT/VoY0RDbep/7G86p6oJcU/KFB0W5XGTCYMqewoLm9BKwCB6nRAs8+KSEWxgtaLjcuBqCJY1CjE14Icx0diCFn23wKtMBwN3O47TirtdQUHhX4tSuD9JDP4J9Au0ICWlf8W7d1THb9pSw+y6afjZq1Skxn311WplXfXT1a5ZRoGKalm322yWFrbMPp75SfWClgqu7HO6gqvUNeecPHXbR0QLOOUKyN7HeeksbqZVa9t+OSc5oNVimEjkgB8fyS9uiPnLoXTSvXdIji6b+5wE9yLduLo+yc09sIadi7W22c193FXetS2Pcrp3AS0xeyYI6W4wGxw/IYZ0f1EuM6u7ByXWfUU1mmrOVCVsR8te8wNP/d+Kfe4H74L/yNYm6Gi5tNZsTuuzzZq19GY73Eqk/D7Z76p5DsLwJ+rhcmm94+lsWt8V+RYZu+dp1GDweg8P+fCG+6ed7GaoxPcysdvO9jGDz5ua2I2ynkayU4sX66nhZwCDd2HihCulXzJMKNTrDRo4oKj/Vg+i/iMNJnRdtTjt6C7Hxv22anSNSqanayt8whmEvSi+gC1/cNWZTWc3ipWU/6uxcd1hohSKRJJJq7XVstsnva2eteZQUUycI3LL46sTXdYTgc+OtdKyZVZ7K1c/wb75RRDfLYd5disSgTzIvXw+UWdd0KVip7Z2cMDzHviWoyiOy+Ueea8rKCgo/GUohfuTBCRyVLhLS+QoVyapr0oNE0zzskJgnP1Gp5Ja/6DNqU6WlRS5ZpNqmcLzWxJpdXdLgn9mDMuBaNnQSr5XN6DwnAi+K+ckb0AxOvK99wPGsHloPAkpH3dvFfw8BmwXZMsC9do4og47TI5Wg3CJQjlGOt27Qar7NKwDDLfF/KIYsAUibFULcSG4OvT5bJT/IkEjbMY1XQu6NvKR76utWhoSyeXd7EPEjISpJpi+cUFr/+z7hCIX9UIL1n0qTMfuCIW3Y/6+JT35USS/YaC2QzbVsPt+0FwXSfjkx8R0J3khtDlN6k/7sUgoyx3FwXwHtnnxc2onJ0RTv1ptNKL/cUaI0eshTQaOzkjWKCFqSP0eMm9yNNsPHiIwiCHqLzDUSJLsCV1dv6OuSNtAvrdapRcqFRQUFP45lML9aWL3JmGrmXROOllH+Y28pJiKbZdVqqsrafny0nmajqhKqzI2ezqdSSiw27LM6H76nQr3mMZl/aR6nW5mVsW/l+fL/tq+/HpDhbPR4caOn2c5V4LmjlwvM4p83usxDB6pJj61BX+er+3eaCmdpqYTq6Nr7t/ac9uhDpNe51veB7vKl3OV6y2q4SnlJwJyG1vdC1LdD7i1LPNKDar7/LIYH/IFGbNPpiy7H7rX602mcb5V0uTpiXbKH/vhv+14x8YnvUY/aZsgdsNFbq+mfqFnpt3r1nh3hqctNqdulMax5rll/+rEbpirXVFMx219LWjt90r14+OpVK/HcQysldSspuJhDrPfvoXtZm9gohfm3Ol9xh0SRfIBSCyfbxGC2j4detfr+T5+zJyC2v47qO1rIb634EOnYDcvpOrRmudVgXG/2z4T9lZMLR/1tlm9Cu+4uaJl/qsxs49cjZqoHws76+s8H4vNzdlsJi4d+SWtru32ljF/6kP0OP3NLLPZ5Q+NpG27dAUKe6fWzbfmz8Il2IWLZzfKFyf16AqVVDmym6/f0DyS72dn19d3d+1KzyUFBYV/MUrh/kRBgZAyHORiroy0QN43zcvJqqiCyNuUbMcqILrc5dTLmC4P/7xsl3tR6J8qKHEyMBt7MHn20+aOn6MHbm1Kvzta3Arq6trROx+kuc8+THOHVGvTBuiyG/LCNO8GhXMggVd6M4Qs7JCm7RJU9zj9lxnRfZYlzZqgu6OYla4FogOlXvJvxklOEGETKwjRiOf6dU2UOHzYSoqQfS+Em+NUzURIhUqRpEaDxGjU4Ojozk0aPt0J+MmRpp3VEJ/0WxgDFzknZKR/DF4fQPfV9tCQ2j7YCDG8JLPcz3JHlnR0uxh0GWgsga7ssdjOGZnT0b/e0VsgqmbQN6CAayD7KWY8VaM/4RSsA2Bt+DQgUI67ETa3IHDtByMppt+jrqnDR6igoKDw70Mp3J8ovnewtLy+LjVsLvauADs5j6QM3mOZ1QL8+B4dSYwDJkrTKs/aiRxdudtFLnevLJf7SWdftcmvSg0UIaqvZhnP2bK8utoQs2Ubqv1KXb78O19dTyepck7GwsINvV4nSVHvH6C5v0u+BM39cO4BxedCS7t+jF9xfGpZ/undZsq3uttd9xTO2YMJUt6ix+cw2BcsH0B191DuUrFnCXjNf4HCac4c9Xa7r62u7DTjca+XL6rVw0O/3/sf8rzbzcHxhcA8uXrYIqCvJxcSdfZNdS30prz9oTeRMt4vk9/NZcyfQlr7dU1PeQStPd9Kxe69ogbzsnFiIhp1u/f33W6Oq/a8sU9NMua5QIrIr7Ad/Fl2o3TQS/lu3mCktpO9PLuBpwW1/eTGge/1TkyU+mp7fUhtJ/Il94+zHXe8uJRCVT4WC0zkSy8iheR0aKW1arfDlLl85ep8tpB1Fw8yEFuTSoXDHk9k9nyzuG10OpcTvbj7ueB1r68eBXrhNc/v0HnZWq6S7ZNiraNyJH+DPxAndK2pmk17rKx2m9+G3tAQB8lxmcwn56egoKDwL0Mp3J8of7B3di2JbXEYv5p9s917gxeGWyUvZIOgYJiiR5GQFEQYSUQ8XViCCHVhoBxKcEs6F6ewKCEYgrlIK4yBwYtmboYZrJmGkpxm5JyLPsB8gPkEh7PW2trL9LKX1XnrrN/VOc1qpW63/teznvX8U/wW1MjkhsFcGQVl52WDHkEzVuAM5TGaonrZURDeEMIRo41GKHPtYbncR4BWltduyQ2TSKH+qWUULoFDUnUI0ipW8TXtIToM4lamlbLHei8TBcLgXTT3OBAE57RVfV/h8T0ixiIQLG3Kjfuo28PGJfBGUagXcTc9bkcHVHcTmHBOsap6g9cT9y4I+rjqoBtwTmm1BkO/Aef/JB1Nm+NVn02vwTtNQq21K8N87O79cPeMRWUNae0JdVBWax+gI3xIil3XalkWJrdcJaLPIIl8TGFXmX+46SW1HfZP3f9RbYd57rC9aVDpPbv9O121fUxxHjs0bAyjfPmfmV3UgBVOeQj+f10xo0IfRjQND4+cNzo94qdR31Q78LrTdAu1IoCbRWZ6+EKO+wi33G0RGwVvEalr6hhxtxMIhP8CpHB/pKRY0FjIYpHXF7e+7VOOcFpu2JPIt28UVSzKDQNaWuWzy2op4oSGxONWsMP9dkT2QQK8vNKVtxnwWpwKQnV6jAoahsfxSuQOuysqtj/IB9X3GBL4z6cup30j2ddXfbjcEG22d/M05uOSGBRKs0s50NKSfSN/Pa/Sib+sbopO+0F65O7adjKeCTrqjW07Hys9QEK6Thhhd6NM05nYPNyKAY/23R/ZbQy5S+yK/7vDkc02GlptMBgOx2LttrfkTnpoXV8X4e9BEAqeSHJ42OuNzxtjG3z50M683qw36s3s9OqzqP8gcDLB9X/UYGDc43MPj8Q3lqP2L8Cqnt20R0Mb5lvu0UGPp+StxMrfG41cbnPT7zebr+Y/FXwLXuOR364W95uOtQP2Ys7SAGigqjd/PFxTJOpN+2hgpXO2PPP52u1weHt7J/dhNRTQdOC0A+OdpHnik33fla/X7C/NcCtLRye9reVX23lxZ/rFLNspPNH53GDKFxSV26+OssDVEomYzXaQzprLMfaPEwV6YeqgbLNYROf018BURJ8OHdYpa76+ufTr25EJPrgtuiw2pvyy0uKV23nKWv8SLceODoOWMZcrW9vdvcvtRSAQCH8vpHB/pOj0Fag0SYkLt/HG8BorV6YA0xvVarlh8Os2BOyuo3ihIVDPM6hwil8dfQR0YweuV1vqn2q+Jv7ieqaAj3zM1Eeauwd0ULX2a/tO0TBjHmruuI+rB4z1WVc476a5pzRHIElDVK/hN4i9ChTJn0HZ17T8UBK5l51FcqpN+dt9HpkcA7TPGDMYtLBVJnwCarsprDJzvj43Pv4O9PqKcVnlVz5Hnm1JSf7GfDfwbKW/vgGXge1OZ5U2JEWrtWXeDKJWbsdj/Ih85KBhslJ506eImY0i/7hae8D+eP1g/1R4yAAGwfx6eSur1z31otou9U6du9Q7FYbCQ1N/XrvU3efxsbvo3ELPLp/qNToFYTXgara5Zyj5xqb9FfRN1XOLaHMBJsskL+S4V+g06uwKQuJVG/oY2pBZV9iM8uIFgUAg/AsghfsjRefeg2q2WfaQ6NtAlUrYeFn/cyEDjodub8tvJusE3pmgnoUwuqdKx1MX/R0M7XNQeJNVU5uhCYyxgLcTtrxoORnBNb8sfK66RMeoDzt8pdAJg6pCe/jR14dKJwjlQ0lzL+A9jTM8gd2G2mJj35yHcuAjdN761xrq7dUjY+QOvy4BRfLy6pe8zfEpZk7iXDJZ3OaX0bXpZr5pLx/FvAt4uyn9MyAU4umNDb/f4ZiertedTob5fpjh31bi7SmvO9nxFfpeRz0cwM9BJ5Nut9fbbs/PHx0Flo8P1+wMs59T17PTtdUXa0uzgY0Jc9sre+ddh073NLLgNVe2wkG7s1G3ba4G/RsTU+6b37TjIOB9IV5ZPnB8y+ebp2trgYD7yqoKCuT6dib8XJtL1KdH/Ufmi8sKqLaPxEJ2B1Lbv7OV8/2Untqey61eUtv3zAeHdUsCqO3L7LAwCBLefcMV0BqqYc2DLJmX3siTcbozZQ5/t4j53LQDCvg0PcWVyxZLPj89HQj46Ij7hP9im3Pl6kG/ccRb+sgz2xZXwjY6OxHnzLsONTWWyFaXVibMGfsp5crvb75QBY62bGARkdixf44TdzuBQPhPQAr3RwsypRsMssP04IQoRq7MoEYDRaqLPQ9vwgxEfIUaww4PxTf8cHM9iHIW1WVcp3aUyVMOk2wLqi46zQQwuia6PRmxkF45zK2FHj3NHbhl5Ib+QMFwjITBO8ZewDMCQIvk+3iCV6E1H1GAOAzlwLwMcjzleDSlgomysqvMe0LTHKdSMcwOCjOBmeQ1xqACjZqAPvsPMQTCxM0qlcHAMJIMLVFjPivDqnccyHmUm+F2JjUnvL0r32uZXX5KI3fdBL3ZEEW6tpVZu+l+gAJ5DSWlfzBtXNkLgGo71LQltf3iHxR6ajvMc+/dASmktsPdANOZ2k5rWNCDGYbB9FqwPu2GrisYJcp/upDkDj+Uzvum+lUaYJcvmuBezhhKlomz0W6O+4pmCp34gE53vz6N7PLQ3X6Mf7yFQCAQ/llI4f5oiUBrgHwgZMf91eqilqYmZcYNdjowVyYWkxkHaGeqlGV7Gae0M5utVtHClXDKk2H2k1WxfVjCPJp3sLRPZR2cR24rQeKnTnrzG5XYDeDbXDvuUDNBMbtm2RT8C/Q095O+NffCRqB5alEvL+PvClyktFHO2lzq8rLXPd7vmuGMVKcy+yprs345XDbHH0Yg93hjs4urH3Iz2ufhTFuf7NzfQH8jguD1suzsrGnNsarN2uq/O7+9fnX4NfwbX5nfiwORdtidjPg8dKqfK4rPwLgOyOuFSCSpcQMXu9c7Pz9v5nk+cHgYDDocTme9brMBL7uDeVaeDQRO2LgXvBxys94ETbvd7fZE7Gu59m07Z2u+dhzPHk0Md26+1QbGhyLuqfmj34LVxHa9vvpsdtd8jTNtSNAMc5XiITg20Piw6t+tXNoL0NFPS3GgtmeBVD59RW1P99T2QKCD1HZolJfUduh430VqO3Dku/diYbsT+N0dUZV5AUj4hVKaL9pmwKSrswHvsE43rOeBWO5yNZuzs16vD0zyOQgiRhOOaoAtRcwTUYeCEnPf7IGPbe9K+LnF6splg+GTdGx5FPy3xebwH8RWgF1+Hbnb+b/mjAWBQCA8PKRwf7R4YNqCVis3DMQpY+bKPMFbCUC1bBZqanj5IzBcAs/lDrojAkf0NG6L00nNa/Aolo243hAfm+nXRS4F6MzKBWFfRtLcbXfQ3AXwCAHy/XCvJ2IMACFVwZTvpy5GUM7HnGLz4QRyqNCCE4Yg2KemWvlbWp1OaqCX/AXjRKoxUl0VX5igsqh6yb7jRvq7orjoaA3Q1418RrVr8DOMFB3eQ6tlGJWK5x/Me89xBoOU3CKCAPYV1i37ftPRU3wYqdrwQmRuuhALekM3Jz1q2Lsi4Ce5DRNMchGBVH45pb/XPRWp7ec/hi1PpRgYrjvZEM2CPTtoSLd3j5CkNDE0qVXNoHfdoMYLWzlDB750N7DdvqlV0xTYo5joJss4lGl6UrOLfPhWhdLoBU53OM0ccLrHgLsddU0l7nYCgfDfghTujxYPTEk/PZWXVzeaO9TzZYyEdmhIf/VqQLasSE2GLXNU9J3swVjI9LSLOv5akJ0U8na6QTm/ruBJ1Z1JO4jR+3rkk3/AiEJrxaIQbWmMF6LHQuuzKIp+sxvzTyCE1KFdnFOfttyyV+YHhNbKzs76eiZTuJPW3UmfNGesitpiaQF/W+EqnXTG0cyLimYG5HwM9fscrkWYTBcP1dv592rtbGhvxOP5y3tXdibn0xu8Mlp1OOu53M5OPr+z/YExBZdmtzInMWNlJJlMRjoQT6EAbei0MHSB6yfV6c5HCEIK/Vqh4EHTRMCEbiBFx2IrW7uz5eNFWLhDf/bOTi43M1Ovr61FozzPsvMjhVQf76arjI8Lgs8XicRix8dqNUhk2clmPxU/tjSp267VoED7kqXKVjnrtORzdcca/+vkNasXQeh00pXjYMO1s+PMfgq1Jy++k8aH6E47tlzVuiw7NsdxK506+1dBiAxndhvbFsvMTLE42d3fAz+NrGTqYh789HMxjiYbopOlzPEHyirOZL8DPWFgYIh2761Us+tj+ZnVYIsDIzztShCs9MQ/stlWS6frdDJgEuBuz332T7ndnZOtrAgU9txokYt49z7VEmiy8gRXylSzlMu63VzjTyorp3Vqbmw7+yyNeeCdQCAQ/g2Qwv3RIkgp6fK51dCSjpMrgwzpCoX88dQnT94Bf2qdCcgNg7BsAtvl7mb9sAsoCnTGgFX9Qm2r0ziJ8giY3AI6lMoNuwh87WBofV+FMNTcReA4xlrYXEJgUYqG/MmF69FpzIz2ITRGveoVEO9FbZDry+B/GzCge0nK1laW+2lie2/0XIwNqA5NVaTMnpPXboLqetRwoILwQCzvccOjc+vjZ0Mm2Az6tQNDFEzCnLU87SGCyatKv2qZfcPF5e9RfAY1wyxrMklhK6ClkCFmxHlzRoy/ITEavDmU4ZuvaotdQ4b5bbXqGgm/FwMD1fbLxXBPbRd/VNu1aE8Aqu291dA70IQVRsO8NrxDd66OboPDLVAm7xnmk93gdRHs1IEPI9g3FT7ZhroF+qYu6KPg5oKPcAV47991c9zhZPP8KHK6w0j4NJoSnEo1he+3/0QgEAh/N6Rwf7QI6TT8airJHs/kdhlq5/SlTlY8bbXW10Wxg5EiXSnXqEYthCONt1o/uyxiPIIx9EmkZbCOiQ4vZp3zjnfOJRoTSdxvZs/XJdfYabUfPXs+VB2ziMXhp/1q7vk5Zy2N6+I5Q2idOJ3r68fHPtx9hEv8NNmOVvMWsX7ysVC4ywQ9hvly9heL4rQaM3dS8ns6OAym3PyW48OOwpoIKmPGSCSVus8j7IPhkUprhS/6P0c36/X6TA4o8Pl8XiHuf6sxjMN+vDQL2QVieQ8jkM+vYa/SOhuykdlFv/bp2IQKdydIQwFAfT0H9PX670BhXyyG+Y2WcWSqJ0Dfk6GhQqET2UtnMtXq9nY+PzPjcByE3qZvL9zHdSlPJ9I+2a1OW8WdmayjGBi55jNjfJymoTz+vJYfA8nujswPEr5O8ETiMUOtbs3noNp+br2D/9JT23//UW0/bYhWIJQDtR0W7nDoyewHcWwsMWMKpVM68JPJknH2BTVnyTWf8W9S9FAhMjJ7LFqs1n1n6CXc0qhUarX19Xy+5ngb7xTSleCpSOXzm44VDmjvs07gYhdza1sT7omtqmhdt+w0R8MjMTAl/HnTv3y+K0AgEAj/BUjh/piBhbt8s1MfSkf5JO/rpWmo4+FYrJMc7GYYxMv7dvThcjeDBJKcEkvKh/iB+BY0YNj3EQP0ApAFxf707BjIh/5ZG+5Xcz8Ej8yuxDoFcAmdXg8vAmzyeLeyFjaJlcRK3PXMtQA/NLKlK5ilhzSle4wbyPrtUmd5Hmdv58FJArk8xgeAVP4d1NvfUM78vfhZ+xoK98oy0N8z7ASY/sF2KS4zxFUMS702sSYTz+MJ+T79ivJ5L2jlB1v6BTQalaqJ5PGq6e01KTxxVon6ktYZww+HW3xsqKu2X+qeajR+QNPVmHdn08XZURS9/gHEv0g/87Kf0GOzKXm00UZzK2hbxsqMgtMoAzQN20vAjcCv4BOklywDbPQgWUbPLaGeswn1MufV8GgvwKpYM1a4AOhqAA3zL/6qS0EgEAh/HaRwf8zArzBSuJPC/SKkcL8dUrhfP4wU7gQCgfCvgBTujxmTCX6Dy42ScmVeGzBCQnCDap48WdH+DL5sj+SGQVp9uNyfcmHwlTuN+4Wr52AW9AF208luv9l+stJ19EvwVNWml3IDLyN0S/cpbAf+GRoNjPfRakfOgrD7Q9CnQSHlUn+7r5Nc0E8Ay/yViuy+gMgQwzEyMYP8EZy+AX8Dgn6q5143xpB5/VpgJHwPTf9X9m4I+nk+ZJJ6gbrUTcMB7tuX1hhVJlRti2o7P3HzMpvj4I2PMtIN581OewzRFd4u9Sg1BbjLYa2waJfOLVx6i3CcZEuHRXvP267ngqjOdjJ8935Ncgfg1oILCmktIB3RgBX3B3RIo3viA37GwVD4tNGGkmW0jFnjoXlDA70iJpUeON3tZznuFdTPgKKaBr6/xTaBQCD8OyCF+2OGFO6kcL8KKdz7hxTupHAnEAiEfwWkcH/MwBgYipJ3HGC3OtXr4YR6vXxJAiPOKWoR77uxH7NMHDg0FAy2m2UDfH8n1B+xi6gUvwU33vFcBhI6OgR28zFXKedIpbtNG8N+bGfQNFySiQozxoW4jgE6CdqwguepUskNlYMG/SybIE97RsXfz3vzI6DHplTcqdUqVemOa5RHTUozwgaUa6jJqQt0GI3yJ7jrJ1hrB1FRbAX3Equ/6dcG6E6v1alWy7JXb2aBbnVDYBxK9lL3ZRgKX0RFe04Zuq5oV6MQGAm33g/6HENXS9goDaU1K8CDdt45FWbLSG1O6yBbJgWW2JyUg69Ww7WdRhNEaTei4lfQuGHPWEM57k7mo2ZBX0brAYV6yWjmDMj6JKoX8ZpMEAgEwr8PUrg/ZkjhTgr36yCF+2OAFO6kcCcQCP9DSOH+mNFo4Feb/M5573gqxte+1D0V59Apj9qcyv5tiGSWaZ9FOd9GSjMBSpUmbttOgQ6CXfwq9gFV8GLAolirlV/unOPTB0DpXuP7TEeXSnf1XUr3J08M6Bhe5ppiCo8hrgWPDGq1+v7j5H9ACumGxTvK1X5A4IlIqW6sMRtsB8tN9eihNfOgYH/RPTarYEwgYx7TOgbfcxxbNsGXdEzxWhkw3ly/6vR7yle3OZY6mhDqoDqmeKVKX+qgCqvsV+hMKSzazw+9D3HvekX7+RH3Sc3XbiPWXdYtDbvQOdWMlv7u7hHVhKkIphvsrjvPVp4qlQKZZA4NSTqpWUJrAFFh4KfAsqKX4x7TxNCk0CTD4ukJBAKB8G+EFO6PGVK4k8L9Jkjh/l+FFO6kcCcQCP9jSOH+mBkcPD0FBfknuXHjukxDpJjdCbmBT568fElR+/sLGF3Z50NBSpwppzCqcUGoNebW/V8vH2y7noFB9+wo5aov4jVOGRiItxhqTgy1cRYbkAG3+/R0bu7rV7mB54zrhltlaiy/1uqrefrAQGd49DQ/98VeubUd/bUUCiuZBJVIFEN99Iu6yJCw0D48nJvb35dPDJVB6mevEN+/z4IUx9TDWWYGB2HXn5OT78GENZFQq5eKrfTDLg3+Q0wupFt8MerINnKJvGX7C3N4cPI2mex0aHoI4yYDJpVW0f9FnUsoxj5Ui5l0KemhhcFrR/pavL26v295P5Pd2iqVPJ4f/0CpvevPNhKWRmNxq1KKgHl6Hwi6lB5253o/tv5LsLg35fEMSn9iMFIqLuVyVmujkclEIgK6e4XUEZ9tWCx5cdHAlZ4KcAE7f/Qq2xDnqNPgBph4aMDXZqNMwrI+1ngeM/t8g5FWINsURcpaW9tr03S77XC8f7++bjvdiHUKrV8dzR2ri6pVK6W02b9af2+l8o2DmLFyULOBSXdOX8X2CsLf1NqLQCAQ/gJI4f64kQRyuVG9XJk3csMk27wCKwJmhF8Ebcr9eOIWdLkHMWPNYRK5S2HHmximVcC8cfxkGZANjfuqnSOl3Thw9wF6QM09f1fNHe5TQJXxjoU7crqjEOz7O92lhA+gziqABvrAqjtM/P6khEZu0BlACS3M/1Mi+rdsSMmgGBiKymvthoBxSu6XLmJmj02STP/BFGJLt7znfOwyCoS/MU5fz31CU22rl4CufXGic7XddkltB1lByiD82xfV9hSdUUnyuF9VoqXFa5pnkGl+WindFU85HjRvgMZ0KXbdx4IlIvh/KxOE1nmOk7ZkmlojsMwf8XXkbneYRugpbhFl3cAcdw642+Hr9rN2ibjbCQTCfxtSuD9ulpehQC43CsrjzymxgXHks9MRxfX1jZZ81ZyKbIhj688v9D6/hdjRDmWxGCNY9SttbiTW1aGPcuMkBod+PbRRM98mcFXtgYF0WhQtllZLbuQ5g0NTmUVqLFFt91UWQM39U1dzx3rqFxGEdMUp5sXRqBdjA+QaBgYKhVis0Xj/3uFot7FE25sRUqW2waBQQNW9n1cOA0HweEqlDdBtf8eS37Fl/cVKW/7992j4k73za0lkjeP41fFmdIS5MBwd9EIEwYHEPyiJhJgwCDskInou3AQJ9MIDyVIH1lC7SLGwQIiFLtQKI1i80G7CQ7UVmxy3PXLOxXkBvYB9BYfze0atra1mdM+/7cznand5enZ0Rvs93+f7fH+57hmZ9W6lrKd7oLRb7cb3u1cvc5a5meX5RwTzLzhJ7mbtqR9Aa0/UdAt0LjazrKcelJ2pQJe9SB1Ho0vSqufqLBCYn78/ju4EbdYfX886fj9f0AZc86abAdR8hvw0UNt3T0CoH6jtFFLbG43JdLp+q7bPg9puT73+SSKx+ehcD7T1ie+c3aLd+nr2jbV2vul26Seo+aOs78fX5tl0bReuxeTKHwW3o9E3S42PV2e9uWWL1/vjj1NT6fTurmUuF/9kC79+82a/wYTizvVfUj+mp95IbLp2nvlg5/5c03Xmlk0C3zMRERGR/yZi4f68IUmkgvKNQvK4DSylvJ6aYfdUIdZqCrsE4c3OZULwkjTsgx4WEuRy/+67LqRVNHQVvmFDDnW/j5QsA+E5QlvE3uLEvUgmFO427qPH/ONr7nmtA7y9NVlkIFaOQV+wRNEcwt76x5nAAshrjJ630d45QcxjHbw8CA4pE6EHWnc+W7TykuK90cHJ0KgzaVBHGqaF7jf1ScKehZWTotWy5pNaO6WK6IJcUM2sscClpX9BB5fB0QxQ1NXr+N1uyxRGQ2L6sNHp7dYINVDb30jrt48GBmr7D5w13QfdDPoPsGUgkjtkDNfImcJCBAqoX5LKuAMkw84BU1yS+wTmROdR0BMHBi34NFTV6D3aU5bkAWydM86jHPcItsAF1EgkK4rMnesVERER+QYRC/fnTS4Hvy7fJJN8v+ZduQsYZ0vmeMaBSvv2LZz1kvX4BsLI7qJNEk00+QYi9HpPzSzxCHK5w+/8ThMKuK18/ywbL8sxb2NyysMKrqkpCi14otF8Xng1Tem7u+C9t77NCzjie8vExIuB5n45uuZOUfnc1u9ps2PjKD9m3W0y5fPv309N/fhjlg2MJ9wPmQCTUS6HVPdoNJVaJ79yurtMTOj1vV73ZGEXVNrJ1z++sxNZPMn/FH6z9AJ051f2fTD1CiztP6Vnjzc+6CqhSCzQc4HS/rBc/gBIa2+lwvuTk45UcXfzxNl7TGsHL06HDG43Gun9H3Z0zEl3ZqYvjd+in+9c2uw/RpeW1DUylJ9zcab0PiZObf/hRm0fut6pQCT7gVPbG7rdXH44ZaezsREFa7q9enTyArT1ie9U+V+C70AYjzaKV9M9jPr+uy5M2JhckvzgY3OxedjSYb2np2azpK7bzVv0PbDHH8/CKqFajUQCgQP2+HQJ6nZCJ89vHm2nwvCD1hqz+bITTP04OwXudt1mDhvzUyIiIiLy30Es3J83w1wZvsIdUy3CuC0hnlnURPFYLaRk0io84EzN8g3rEwQ51SbQ5Y7Joa6W7GjzfAP7mLDiiMkygwR8IYH1t+TB1D8llWkFLieGmAaa+8E4mvs8ZgOVcU95puW7w4+CYX2nO4rkEFgNPg6GDVX3XxSBr5/uPnOqM9LGyb17ym3iYJD5/SyZU7Xxpq7MJaQgHLI1ReheX1IBIK39lNO1rWo/GX9yS8uJNwedSWuK0kOR8PPYKpmC0yhIuMfvbXqYOLUdbYncV9sz0HkBqe13ov5RPDyaqGqMDzL6UZY7Eslvs9wzNxNWYIOBwrQ6ziQPSe5oonmS7WfeoL6pGMZyKUsS6AeRwzI3Oe5X2qShzO1VhNUsJ+KLiIiIfOOIhfvzxmTagx4o2SzfiT6NqQL9WD5mBRxPPToCtTtNa/nFK1eOkUyZy7SgvMEQHpa8Dm/2hFSvGuzEnpKcegUGv2g08rOqZL+xfiK40JuZsUG1US5b9MKLz/lAx1abisrWnHN8Qz9Ho3FnvNZwukZcOkc+Z6rRxOMF2575eKdEj/zDfTQap5Mk9/aUDY/v6GTs+r+PRqNS0TRBSKX1V9u2A7w3wvsnAJPpRcAdPwo1i/aUNexIbZUvmjjt7n3lVf936PWmTw5xv85TtrdSDmXD6pDZvEVmtZ2Ja53QyJ//QzdArz85YZhy+WMqHK47iOJl6CSuCoAf/cHRVC9eaZbtjob01F5er3TjqjnTvQ9ir1epvLVZrWaz3VYKdbU97NYrPt8zMAX7x1d7kDD562bE0hv4yKmem8m2EqD3R4k1OqPq9VX4k5Ng0OEwmx1qBRnPocCa5R7O2HZOpbOT1eJZN+DSfNfTVoL2V6+nTtVvVzctM5oefWCTNfYlUvvb0KYqYNF6C9bG1NTeHknmcsmkz6dsQKGu/nW1O/3ruSyVnpqd9BXPIlc6G/z5DZx0LcVVn+0PiIiIiHyziIX7cwdZmIUEr+OyurDun/3uqSEBnmgKK8FIgS73rhzJbUJd7jmjHRKsg3zDhgS0yAtbfCK1+gvQxoJSmR9JNUZdXcfW3MeWBLOcm9d/z288EsjpPiVpKC95t2YE0Ffd34AZ/W9R3VGAONLdkRQNWeSQj5K507Lzm0al2jSsK7Zl+5xIjjYWPMQ6SWtHXpRhmMGA1k9ommP1Opl78oM1r9rUlQdJ6WuGBz+vKpVO15fufYT73mQu1QFhRVL9TfB6n6HaPnVXbTcYhtn87cG3yG0kPEH2t9FigxiYuuycay+Bkty5iBguyZ3SJgepN1zfVDQhUthrMjksb7Jc3k0/x32Bi6wX3e0iIiLPCLFwf+4UCrDXbOWXmiNMVZIOX/CrUnq9Wm2WFM/51wITmk1bQtKQrfMNRGDYNnggjGvCamssSU6mpQ5aYMsjk75COCSOWoX/5Q2xWJC66C0K8QQNcVk2Oc29qBe2/Big0VjiTdtx2iojR9fc0ZUe+B2TdcciY9GPeUgVw5LJIrFnTqUWm3lBmx5P0Ffdi8QPA9Vd9deq7lAPcrr7Zmi9WL62Rq2ORMvobVZenjiF393/FN87nScnOK7TlcutVir16tVp4+N1kGiuhzZPujlLDGLSR7iv+mWabjbt9hRo7Q5Oa5+OQyDLY1q7Pk+TXl/ruLHXeEech45yFtcXyyCtttlstcD9LvUQh5t5y+eTIbU92KqH05M1YoGOq5YH3vbv9UO1vU6c36jtGq1Wp0ulzGYklXe1KGnSpDfghao1vCSR+UjaAsFS870znSfRMEv3yusdbUy/7KR1Psf+lHlvhzyD68tXmJ3jtFliJi66XYul2UQTzk5+KJ5oX+K+6qvoFPiCFjol8sJmhT//oD4PRZ7P2k5EROT/jli4P3eQgVkq5S/c3bgHlKmCkLQKGdjRfQJEfCRB20dxub8G76wgXw1oeah/ahQX0DKqTxtaKM5K2VF85CjNvSbgFO7nWDjNXXDG/C2XRAIEy8XxNHca3wFPrw3COUZ4eXdBGR9Iw0ae45FWHQ8zjAxBqvswoPsvxqV6SX7gXNHIwOyBqBX36G/7fwJKqzUYFAqZDJ0OQKSlG7JzxaEhNsY7N4H1cLwftoL64iKt/alJKGwav1AjWTqtrCoOPwte/wy5vD/hQ3soQ7V9llPbb58/CksO1PaUYvVGbTfJ5cPeqcMcI5TlnuIs6T5dhpvApWrC9h98bSnXuD2yZe0Vl+Ru5pLcNeB1H/ZNhc5hKtXw2lhIlhnmuKtlNGzL9APhHbIzsWwXERF5PoiF+3OHpuGX5xS/JX3ZiY4obm8KOJ7KMFFJOJwXIKQG5E1wuRtPeMNqECHcAb/+cUHHLCdMOW9ZMrtjux988Rg9VdH6ekp2LlCiR2Qy0NJR2mSErFCG6C0v1dapU2Jd6HUNiVlIm2OqPp7mvjxzhG/s7YWNRMg5ZomCZPKz1S11I7pVZXChzaoeBU2XpFl/qmF9tWM/Z9xfK+N/CdLdc9rkZml9zVazgh08tWMve7OVsxN3b4z38B9mQu/Sxl+GmHVdccW+s4N09kbj+pogdtfPQvKIVqtSzbiom36kQpiAIJqjZtbecjiiUau1WAyF4pzW/tgPLDuPmDVby3GaPrX71le7OZXrvrP9O4qmvd5EIhrd2/P76YhKNYhm55hzXg7UdhlRuaO2W3DW9m6gtp8M1PaJnlO3lkhIpWiqLjQ9RUMjdMFWfzU59dG+ENI69RpKn6x8aJ1KkYBPJnPQ2zVX+WWnDn93EM2uGwvQl5zXfUq9ETpSxV6+rFaj4Iyx28/oSIbVpaxT4G5fW+/QzbUd6+SUGUzzHa1LzG4XERF5PoiF+3NHqCWdwvq9PwUY0nGuZaeQ7qnzqgUYufWwa/Y+XXkCBpMCI7pR/9Q30tStc5aPXXBFO4whvmG3oMj6NwK3Fm5xQzBHWk0Iv64h7a/R3J3astIMBoHK6G7oW/JaD+yloC6WKr6hQkDR62rOe2wj5H+FjP8QJmzawNxrJ5p5WDf+T6HBAnKa/JUoyGp9cRzti8lkCkXIYHlSIn8cjcqCV4zV/mRqNUmqeG7jjLZEtLjcFqUx+0iglB7H0c5Tv+Hp/cWoU9scqO1vIS39c7W93z21r7YPf0qjivdf7Oe9Uzt4nTPO241J7hExYTh0XRja5SmYKqNDL2lJuqFAP4T6piKve79v6jxJ9ncpjEYnluMeX6S9M4acao3L47k1zYuIiIg8E8TC/bmzvIwUqeYCXyE5Qa3arZJXhSuecYDTaZ19IzkI8ddimnkDTOq4ENQryfVizQ4ud52wqtHkvoT2jg1ccJPOZGVlNqos0oJPjlIUw6QlSqshMopajBkYZTjq8K9/IV7yEIiw9vqSOkhGBF/hLfPLybPyu/2oLHgVGVsux5Yz9FphX2pVE9kTC//d5UFDxZxHnaLXGm1Yq76FVblF2JJsJDTUTCAXoTurC36vx35ttR6/29r2fcjuHlwZkhaV6yvWMX85+oDK0jWEVitM8z1RCG5Xa3C9tZ13Ox6P37+wcHhI0263KoCNnH9vCuTo0K7fZ7TXlMp3Na+3VDo6yufnH/3MUyY3TWbfGzesytONQnbhMjkd+GJ9asIMoYuf7fZo1OHw+zsdp/PzJzpmKTEfjNfWvWjVy6zK3S5qkNtushgOvD51fUlZJVYP3XkKqd0TrsBqxVcO78/OFgpoKjTUadnNVu3SJatjzd9JxuY13+Vpxis7Tkus9rWDtnuOsoD/3nPckETfBQ9Cbm2gy5zbr5dmIer9nJbn47vZWm1pKRr1+5PJUChorIenJDU7s1q5XPv0MWyWhB1rB/I83zefiIiIyDeFWLg/f1CEw3sdfwXTBkP6a/Uu3zBEClQynUJIHYZc7mGZjm9YHwaiJYS63FH/1FNJWsfyDRsS0AZBXbSRI6S5a7WnoNoJaRN7iwbLqK2gudvG1dyDQjY9vkSPnUOaxqz0Ah+j7r+lbxJGzSeF3F0BQJ9N2AtAqvuqfOwlBT+YKoOzxLYS7QUhN3TKWFCQ8umH0sj/NZa10/KQIksEubT0PkvqHeNbhUIu55PHn0KvzZB+LmaFa3iK430byuOYsE3Sxu1SSJVBkv4sdv0W1An3l35SukyGslvuopUTnKYdVS7eacU6VNshzEZHfqa2D3unQpPT4dCu/HoQBjMMhU8ObOl2Auds6dOkh5tKaVyHaxz2TTVzfVOHyTKcXR56RHNHNPptWENkYpDjfqYa5bMrIiIi8g0gFu7PHw+cOt2x8xdN0wcFyVLU6xLwq674dlayURViSAi0ixJzeNsiqICabjsk0nApIuAKgLn1c4n5WGYRWKjOL1egMH4lOwgILkmXl8+9s5JruzYwgnmBcoVY0Nzr42juFe/OUt2+OI7mrqHcyV8KjqVju3/VbRrheu/izB+uGu3R9M624sDi+mrVHV6UM9lpFmuOutW+rWNejr8f8DTUfM/pjiQ7+IKi+Kkquz5W1tU722Vf8KLI/HoYopMWi2s0z9PXQ5kCllxcbugclpjdbPF9wVjelqlT1lRtx3Hteetd8zfxs6OjpNztfvHicXn8KVzxk8NStmgs164bP9hXvBely+QJSONPPHmBeOdgsbBVq+//Zi/4DzqZ/Nz8/ftsCsRXKwWf+lgatdsXFmj6xZ3b5gS1PbjtCO9Ffd6DTtyJ3ajtOcOvnNresH9YOJt299V2kxOp7Vbl7GtPcHU1z1lXAgGG8Wzvp6PRD14DbXlhAgmfyZZr+0tRpc8fijjn5yyd3UJNuTQZtfsPkvEZtwF8QOGoZL9KnHUsOXhMq1FYeng8Z2dyeTa7AVFX0WjRjx+ur6NpZmd93hKtAhlfRERE5FkhFu7PH5Qr01DyV84WQxEpVg/Kb/dA8paQKYcu9wSkQQigp2rBYKGJ5Jg8BKPD8i7fwCFJ0jaqi7zD2fk3R+qg2tfcl8bR3PvRPoIOGjzESxJ5iO1Ecvx0GWRNX+cytZHrWNgKipcTQ4FTZx2y5tftB/Azr4obSjrvjab9Rrovq+qyZOXrNO2xMGFuOW0oKc51oLEP9gIQafWOzKhg8EPhj+5jBAy4rqCEHmvgJz8l1vAO/zMXN2S5cHPIwCfIR1qx6rWbA4H8lCC+fN+6A7V9T6m4cz8prnsqksg/756qweKDyVCa+2DVrNWibCr0xXQw2NDSyrehvzEI6GqG25qJyc+hJxxKuynILZyQ/5579xog5GNYbJAsI1EoMKzfhgBN1pHHoQErura09G9/1kRERET+DcTC/fnT6cBv6XSXVzXGApXopKR2JaBVSTe5D1O+FCCN913uYV2JbyDCNJ+tpiU1o7Asd82LnL0mka6d8w0cEsivv2ssbRQ3+QbeEnAGq+CvCTqhmaNgOM1dOY7mvuzEvdeSqN17OIKh55ZAHmdl0bq14KeFbyvcR0PlIwv+hPJUWf5EGizji/e3uAJdmvH77I5wwk5kL2nLqO+LcDTzywHLdJc+wkts0/vJU/74MZU6TtU2trd9vvfvd3cZ5vDQYMhE8pCP/he8tFucFotFG980GAylgwWmmV17/6Fg3K5ubahTx8cp9bW9WvYQ/iZLIpWdTrrdTucLAWvkh6FczojhgL34sCU7Plamqp7i7mEnMu2McRr3I/QCR4fnF56tY2VDaQNjejuSf/Flnb8cOWL8xm1rPXpaeL96Fonc3QuYjjSzRlDb68q33lVQ24dfAX21vaw+5dR2PJLjZPwJU8xw5Q1alRJz1bh6Bo53uPMu1+qq0RgOT87aPHgnB9Z5zLUKEn49PTu74q0cwVWZpld/2U5F07MpT7Yjf+GMh4pBtUOSdmyxB9MnXXnx52OrZMqhZtluF8e3t9PpN5Jtz9VZpfTWeAzudsc7ZrV7c20iIiIizwixcH/+9HNlhKjGHZAFj3WHfMPApaKCBuNg/haiXSOXu1Soy72ia4COJ1SIdIGSB8o237BbQkYHZH4LWkQMYXVpUO+6I6WiIM39+Gs0d0E34SEC2p9BtlRCuoyQW/MoWrkPumGl74WFfBVa+TqXQBJVrpH9uO6/Gb02goPaLbPDUYgb1GqZTKdrKi7xJGizf+lVdOVy+aZhQaFQfDBWZb9z6vEQqVIt8+jOFSUIehSyT8XLvGoaZ40tTt02K691u0KCm5xaRufgPORK9fkdY/rnzOAMt18xpUyRtwHsNwyTgqzq9TsffxOntiMR/a7anlN4uRiYNJyJGUymUqG2xP1Y+P76sncTAtM/omHCQmBr62fLGODvAYOf27GQyrzQlthluOTuqVnm0UIPJ7SjiNBBxny/GQHaLpoeIwNfRERE5BtALNyfPzMzKNZwvcRfRCa3U5LT7QW+YchOYUssSd4vCtmLBhFZYq57YoIqyUj7nTktrWSEtT3Shyrm2fDHjGB52o37zNLwmvBkGUhzp6/rk2Y/4xz4eIUwQakO2DA0rjy4fMpt/BAz7tWLqvm05W3HnxJPHwOb6TBlhzJcvihNf0WF2It1Sj976tKPK0Vm081/rlkAvdhJm1kst6x7NZuXLbXjM3+zHgpxM+54JolfkiTbJD55PCsrDkcLQs5bLdmK0fOJWLtosizLMFc4wkAnM30i07nYYzgHYwCa5n4OvyqtwzQs6yUIFBWzsrLy0fGu9U6tTmyslD1BYm3RzzJkCQeffSYeC8yMvRXSB4vF6VCJWfR6VhzWutrmufiFvKIzloc9LwPmsfj0WSl7UW0p91KtwiJTSrpnvni+JqhA5ohkPdV6vf4xSJClae3njy9F5dwlMujZk/5Q9xC/lk7cN0dPqVymxBIrVnMj4Vlk2tPcodQJaibTZhdX3plfJ1qLflqOJqOoTMbvT0BV3mqds3TGBP8ip9nFnbpZklhZY4/gabPAZMFEWBJOBFk848Zy+HpQJk2bTz1e3GCZxsmgUSo1/2Hz4WeZDMu2wF8XDn+6KOEHB7YVs2TJXA1WQnMjfF5FREREviHEwv3/AHKACskjn4bIZIGNTrMEuGoEBcCM5HLXYzbIgyAUQiZGwRc5iL3gGigKg8JYEAVbOppv4OcEwYx7rM6MpOBpMMu4mvuMlgEh1UpUxusDasIWOAvzSPE5D4HasS5xoSEjLHOexqW60l3DpGawV5e+bk9gNEzyJI4rFEbjbXfSIWnptQzxCXT4PgwZAvH8YejBGECn435Odq1GGvZdlOoNmY/IKip4W+7+a9t2xuQlnYdrdYpi630kDhI0L3OqK9IGeyjIlu7TbT5ydgH5yNc4w7xUVoDclntgN7n8tzEwfUxYR2Hn1PYExMEMv2eoG7X9R0I3iPeZwDCFon8LdLoY1wliHmNhmw1BDPZ32jeTheDv86ozrm/qknQHp6FlMs3tB7yRKsnL7/QGQ38ytTqpzchXuFuBctz5v+tEREREvlHEwv3/wPb2rORdi1/FVoUu4PdjwcI/EmID4Xhq3RDjd5BQ2Fl9T1Jnb3quPAVFZW2vJTXbpjC9jJoDs4x55e2MwCJQQ7XXdiSNFiPkJQ45LDlAPd/FR/gRUBtdB6z0dfg4dMQ39D76meRiWdpIvD2gR5XrERoqEvrFYzU7bFl8LNF+iNNdYX0tpbTlYfFu7C8pPvVYnK6wP3t29qyJ8sU6Tru/YldgFDQxldudyYRCOM4wLHtx8TOI41sgju8kjh0bso2Wo/4RdPg+VZsPxPOHKQzGAK1WvQ7iPfywtW7n/iUIA/oyPlm6xDttOjPttsR6GP9nRAB6zOlGUnuWKLdSdWvCDob59VJn2j3z5IYIkslfhs4XyzZr+DhhDLJkiIYUmC/Gzce07VX/zys7ez8kZItNULbvrAeQUM6yb0FtTyUKRAl333zw+2p7cOUHTm0n2+7BenPZvcmcg9qeru8sKto0t4Cl3BGWXVkxmxOJxUUa+itNfKed/pXdakG7BMenxZeZAPUi9pL8BJNJw3aCgcksmbNFXx2yZFo+tgI7KC/9P8O3yZTjmmXoTbwUDJoBm+3g4BJfI1CO+7uWjv0LmhCIiIiI/FcRC/f/AzrOp81fJA0bnT7cRPEOXTlKfBDW5hRpZIJd7rjiFVzrpUAXtN5wBZdxqhWm0AMxObLXBoW8xCHgCwIlz27M8Q28wwSWRznzhKD9i7ssaxfA0fta7R9PcwfDEV4FybIuKwl8Fx9BP+hi6ZA9lj4yBiZMjhNchHhdtjhufM5Xkgd19siwDrL5GrENovkOJ0aPAbLMI845Db4NknxcO+Y948OlovGiMcFJ0WZpivCD6C3gv0LtawtGZIXnovQflaJfyK/gLAoKp7ES7JedZ/tCOWpx6iM273Rh7qvtSOlGavvt14ETXxyI92s30+nxQaPT26ga1Dfg886pFnmBOx0QVp/DM4diatCZD3TqA4eXGxtI+LPGn7HlYSNWFA2PgWzfv4fvde6R9sZEREREvjHEwv3/AA6hhktmuYVPf0XieFSS4M6D8RCI1epTkiLJvxqAc4ksIdzlrs3YpbPmYkhYdp/Gkqk3JK8Zhm/gECxGrtShxhjBiEJRJLtnfuUg2yNtwFMvzi/M6YSs3eYbeR/TzAnzCUT+LQZ/Wk59jIC7slgNN+oe9qVlpGu+C0W56YVFGTietzn18y+RMTWUym0gzwlbwlFvebzMFR0Xfiv+IlwzsZjFcgJG9c32GWdTBxme45cLZFV/mp/9/sFotlTq+9z79ngLmODnZr5qrfQlFBWznNA42Vz84KkhV/uK78LPlNpJt4pvP8ViabcZkMlTjnq97NH5z9rxB6RoDRVwJ0vrhDFhlVptQXahfW9FgGHtdl8oTyXWFkNtS2xYGFNUfKC21xNBTm3vT78MfVn9npY0WlcTOnyTm05j0ZKQ3G421+sE0W6jWMhA7Ir02P4w74eNRCXkhJDHk1CTSEknzQnbYikZc1oMjHfFAX0grgmWjlimSyxI+LOwtLgIdTK0vwgffQnq6hoKMcxWy4xOUxMv6Z6w3ToREZE/2TuX1kSyMAyvpjblBVzYVKnEhQiCguKFchQRSQQRIgYJJguNEASzMKAMUVCJzmIMJhghEAJZxFxIaGhc2NmEDCZtQgydyURmFv0D+gfMLxjmO1Wae7qO6Z5bUs8uzcmxtI7pr97znvcT+H8iFO6vAa4D6KWOv0AygJ2U0r/lG4ZA1m+bDCe5cVRKI0EOz+UOE0OnTUaGq8V2QXYzi8V8w26Yl/8IkuUfOHH1fcpqOzjv8d7sDSq1ARz4eZmMb+BDVGQYbMx5agXHwPwYIXUAQrDNIplusGt+gEvRFKO9lbty6lczLaXZ2BAwLmsuB7kVfzMhaG7KR2TwcwtfgZac1/k04l5IzYRyXB7GPR2g08lkx6yevSnekDifEKJVpFtywprm85SNDj98ikIhMJxQ7pd5FLcn0ZI/9dR2Rqa7p7ZzITCy6y+9thcFc6sNa79zakv5E7tz11Us9RLmZewBDYtukd2aySkXIcl9VNqB9ggoRGcd8u/jdIDr6qrXKxS3c9y/ydOlgICAwH8XoXB/DYRCdsg5Drzlr7wiXjER+9zUYvz3d+LNEy3GreWXt0hLeOJPYpfGEPIRS+9yhJWJFvCky3jzNBO027l+jDhYdGeQD13vPGji/jRTocXxHLzZGkRO4zMZKo2vZIwME8F9CLlmyBQZW6AasbSvPcp/0x6hENJtv5uZDTKVaqTMp8x+ibhL55OtW2N2xps6d4e+ZqrbuCzJzol/dca+11r/mPrJEHFiFqN/M4UQimP/Ms6/L4X+Dq7Rksdw0Kk2K+/WlZTV+n7Vv1DZrurc/Bn9hYLbHY1WKgyT3ZvZ1PsDPmmka3r4TVVpFe6DTsBrg2T31qq/SCcv7ry5yUI3EkmlGEYkmpnx+zc6IVd/Eoj79+x3FoftwYa17pd3Er2Oy2TIE6W99VhsorU+7qta0M4ZONcNuoo3Fsvvra76fBZ4mNRqDQb52Gwsk/nMFLeTlgJMd5l69zlGNFp6bzVZ1pYNbys/xvKZvc3hbUlJHQmPLVIThGimXgxE5g/CC/5gMJNbXU2lDg/HxmKxNcLa8lYSFsEmIyAg8MIRCvfXAYOZK4OyG1H3VIwyimsqGsYKOPcM4nI/0qVh4iU1nktkSBFB0huNnSzz3XdVEKNzym2+Ybcpq7fgmnB7uvbhNHdw9PINfIiKPNB/AMcxg7tP8RC0tYCk8gFcQY9jkS6yPSzfaw6/dqrbkAqdfIFVZifEXggMEbiLWkrL6z33fYxal73VWXDPLKjVGg3FJs80qABduiOT34ZUhDVi1jZP6YuPnPtQqY+4yHWRSC5XPFDb07APxantN8vC0otcnxBrrpcuKT1k7egO6oOu9/SuUHCdU/Mimu2ciqb7gX2rdQ2K+ScVtHgX6esiMZ2Eb0OSdeDDwQi5BBL6kxDZhJJlrDodSXJXiNztXEyNgICAwItGKNxfBwv1IMGs8ueijES2M2AKSWJUi+6IFWT8pRqv/AdMn7wjzPZxvE6RzkQdeh/+cYnnEnnjsqCiQCbTYteUhismI6LO3HgvwDIVOmWCRN0rfYbmnmEYw8ABMUOmxNtKazZIjW08V4y26JrrrbyV8baTz5Pt+3Qt7e1fGGv+9/Wrjo7fWo2L1pXQVYsfVzcpq13svdrXRTwF7Hv4gkFKe9LQliyN/TL8wWqlPm+u+BeLqU4y0TV9z/O7b7QFD2jtgcD6+vFxq6XXa4oHye61TH4bVyhhaKdO11ui2damv/I2nLh7AHkIZPKDQJNh8vmZGa9Xp3NdT2PSJiJtUNup4G5Pbeee3rWjHpDJbTFRnlpd8IVZtX1IOy2Njl3ZrRkRUy82E/B0oFK53amU3e4g7DO/eJMRFTQojrYXh0FPn2D0S/tlk9Nz+PYXe4yIWeteX9LtjHROoP+yeSLtXzwPu2uBMapBmFufvac6XafDQEkfi0Fj1v3CI5sKAgICAi8MoXB/HdDQURAnVwbCDyFEfAZkLQwYMKP7NTjlr1bdQeIveFOxmANbtV2Mq8HG6W0kCfZzKvghFWPwJgfsTmqQoDDp52juYNMVi9FhvEFxa/zwkq3ni9HTUg2YhPPUAliEvxIPGwVjFi3Lz7+l6o6aYv4GWwtcnEnzuZb+F8WF1CdfZ+VoJEiL9QF6/ong9YcMKUryIqe1i0QajfoLzWETupO+pv3oMQNTTyYnKEouv7t8pxQBmZVV22131PZpaYCdMk+9u5bvVYqkHonla6JdSZT7p7vNTlGtbZCI4W8Jyi+6ZDfaDntNWFGSuxa2AU/ZFrEooGaKVLPfCq4V68jtHPcBH40FBAQE/p8IhfvrILq/RwSDFyF+sfRgy0pYF7BSWv6wiYjNFQ9GiIMqVLNmweWO9TwAGXEnn4gd+08hHBcOTJ7cn5gIBtttvoF9tK7OymeisS4PYe0AcJQj72bMxMqpGtN7z4E09/FMxm4PhwfV3GHrYT/F2ImYtxl5Zt3tsrQrKy1rjBnbcFu+TigPRX4qDs/8IGoNa0B1/2bhkHCNidrb5oJ+s7XXYGyBVDRZduLvnbwgVKrRUY/HAEp7c+zd8IdfZ5HSrveeLr3VJS09RftLDGnJsudAl/INrxwfW62rq6en+/uh0GMmGZMWIuGjvgq02IWzC/5T3/5Rz6DeR+tMRPdBJrfnYwxTLOp0pusLQGr7RsrPzIp2rSt+37XaToLaXh0bth/nG8xwscrK99A7NXKQan5uZfIzy15NhG0JVi53OuvrBGGFX9/XkSayMG9oetMg028xFZ80FBqVRq+G08F8LA07PPOhsqHq/TFozmSZYd9Gab5Nr78n1mKN9eHLag1s/EEo6Wdmtrctj75VAQEBgReHULi/DqYUqDkhTq4M1z11nG8YokNbQRI0YMUmW2Q2UMywpoWKVa2Hq63ocHYIEF2xGKnafMNusOgq8AJYgfU3cAnzEkzvfR+VWo1EQaXyOZr7iGQMrjMrw3qOegwVeQj3sx+D/ZXMgw4ahCCYZZy80EFQkQm6yKZ+mymGvux12XxdkKRUKpdzxm+ktK+D0i4dIBRepSjTSz3rt0gm63vJH8OlaMtXe2npp5LHXHEjkgAbAeOgfpXce9ieUlxB02R0hSsy6a0DLpae2i6i9Nfp/ENkAr72aDdlVk73s3jo6yx3LqKmrB4W5+DnHUrO9ui9m+Q+or7s9U2tw84TKa2yyySjXJVGFAk9WtqAXH73GgUEBAReMELh/joY6drzDsJX5S8ePakFIriz4uIf+d1hOO0IGtslnOpiOnBGBJU2F5bGPeX82BARv6QSk/xiPqK7uOhwKJUh7IJvOrK0O0G890UHkcENEiYrMjYlau0Av/SdyukUi/N5q3V+fhLz7dxQMFS3Wo4922kiMYnzePQAlTayUZmxm+3+7eRX56V7JEUbszsr+nD224X6eQnzjzOkLUc3xvVb6exxY6ZyEo4mEqHQILfmf4xKNTLidCYStRpNn519/hyL7Vo/bNlWxpqSqMfJr7QjXTseciYi4U5FZqVisfSvKys+31NJRqRrumQIn5x9aOxl7VsrXtpw1530ZlI77byojZ3txHK5mc/ji4ZbRi2UKa8LD9uCjuyu2DbmU3e5e6Qipz1hWqZsmLMt8bjcgBKe0ERlQ8e2SWSyVts7iQ4lVblcFxeVitEIU8/4fIru5OS0Zb/zXmkksrvr/o4hpJoqndPiHaMDudurifK0tKNRgp+90bKd1JKlI/pqJwc9Iezek5ohesl8hqzI3PLy/YcLAQEBgReMULi/FlD3z7qe36HNdU9N6zAiDKGlKBhdZXIcc7lKEYZp93RJvoEc+9CyM0a1MVM0hhQKpOINkiyjho6MmcHS3L/7ziebAKXRN6DmDhkfSiWnuQ9auKPTARLoFZlX2p4fHj4qXYKcD+R0xzhy/GVU5IX8HajueZBVn+28fwqtuiZbYRtjZpRId8dZVv97hhQWyaVGgxYIQgRKu4++GMivrVIk6DE24hy1FF348lfsSFfsZaWvyqqPBMIPkSX5Irf5IdbfP5Nyo7Z75aVbG20W6RUb9i+iZNcCPloqXJvTrGypt3hRljvrv+9nucdJbkLQ39kJXddJ7sOQ5I76pqJgJG7DiCTdrFkeJcvQNznu4h9fx0IREBAQ6CEU7q+FBZuR2GRCvKKvtruRyxP26gHPODRU+0faSKx4cRzY33dr2Rixl9rgG8hRoxlHbOdtCa+uHup2Z6Cdj0aDr9JaJJVczjhcc/N+ILfY932I5Y1z7fIgvwTOH+fZGae5k4P9ImByGmzL+ZiVMSSfa/12eTr+1Qa1Y6PbTv77/0VUWo+kCaq7tbE6lvq2qjt6qxe+5spqqxU7tipBdw+/XN39zaQKpO/pUikiDUvGrvz+dDoWs1q3tlZAaQ9HLU687ZW+1n5ZWbDuxmKtFlNv+iJP+L9Uqu60+mJjyc9MmPes721XvgPn3fv3RkVa1Ib2mX5nJ0ttMXNyz61vtkpluaW2/yaZ7jVwQI1Xw/SwMgciuXjc1xPwVWBN3zhbMeZjs8srvjZS27Vaz8XS3M6O2dxqzc15oMB3heYNw7YMIYrNLC/BhFPT89EzBp4xs59tzWjCVUrSZ0rCkd+bGd+oWTyGSyZNOHLHy/qNtueo8osx6HBYrXNzXf6wLAEBAYGXg1C4vxY6NDKS3tbJngJ1T43pm3zDEJztG0OcB5DL3UExfMM4TKQXOjLq5Wq+gX1oaM46SLIM9zZzyrHB/CNNPWTUYe8EXEOSnOZueYbmPkTOg5y6JrKrsXtM3UdFzrNO94aGHuztPkZfdTdT4m+vuiN79UbfuqxU0vQgd/T/wxAZkh7Kx/TrnGqMklv0eppWYy93jrji6Fprj+kXJOdf2pbpKqryTTa7JUYt0olHlnBccdjb8shCwM+91Yb6p3Jq+xVEwdz8Fem31uVE8j5lWsYGwcT0xV5PCJVa2g+p6TtbOvQu29e1rk+yZnnJdRvWJFzd3b6paEL08ihZxtmbak1EDbLJJiAgIPAiEAr310K0jfa/IxiuWen4MiFiTnG0zoOqnTAbD0YwhrIud8fO5xF+tw5g0o5tTRA/niVxs1CiURDQjbUa37gbjio2R866mMDZL7jmcsye39vxzU8PplxrtZzmfvgMzX1Iqz7TZ4+N1k4b77N7yJA2wTrdj/0VwwXO6YUvMYRU9/pmdmJn5tur7sjWr2teMQzo7iBBVypId3c6XRjPm/8HJslCaNpSTlzUzumlswVmq3HcaKTTy8vj481mNOrETsPktHZpmGa19mwrzaw0fYajpzoeky5L6SB8ddbayWatM+vjdNSpvfvFmiRHS5FwwMaIYg0riOQd560DI1qtxRIO23pqe1VS6KntyPOeDI+D2p7b3QSRnKv1VSPTF+1KHZzs2ZnVZrVbgKtVWTydlNLucOzu+v3INk+SFxcnlZjRbLbPQLp71+XyXIyd2Y3BPDWz6Eu4FKXzJf1OHmR8xktH1J4wTBh05FvLcz53Ek0FDwV7dX+0lzApICAg8GoQCvfXApcrk8LIIee6py7jdE/tKt7DULxwc87lHuuHOfMRkSBDa0qBXWaiZBmlkm/UDSqyA6KgdbDEFi15pswRlDL8PM299UzNPSFD2dXYn91jIKf7DuR7vMc5vcAH0mZRXMjfpLq/Ibugu6NkIVZ312hqUv7nzf8Do1IdvS3z90Ry5COva050tcG3FZDWXlGyfnFQtb2S2pd3UpK6BdgqQthkP0lHHxkxKt3oxenbNan7X321mutOyqntNwu4i/Lc4d+DonfyyPU3wimZ6/VOlfVOVagUHnYBr0G6TC8SXiqloJkz6ux6zt7bI90quxtAKX1wfS5FVY+yZMwg4ye/K/SSZRyiLVht0/Iz9p0E9WevMn5IQEDgtSMU7q+F7pQd9q633/LX2KHz07U14kMJ439F11Qd9q8XMSYFl/uUzmgkYm87fAM53OfrZgcRSEzxDezj96+tffqEH7o4FA/b9wjK3xwkJMYUH7PtZqhPl5bCm4Eq8HjcZstkrJ/mLTg7GXcZiluKi7kcEUtVoXvlQC97g8u9sZzOB/Ppy+jIyPMiam7QTiWLZ7N7xnxjKyUJheLx517V47yJj5y3vV6K2tszGtPpjx87Ycv0yEg8Pvhn9+/z5s2QSUsWRrrd0HQiXN3W+Fd+tRtFub1sdrc1/kfAl5yfwl7kyB5viru6lqPzbdknKijay1K/eovnyfgThfvkJEmGQvuXw/WsI5ejqF+K5+77B0dU2kJXHV6qKx3GXCMtDlSnbpX2JlO3W6uhL1cu10ov0aE4d6snJ12uxFHRT60Fc7vpCq2Oo3szaSp0IylvI+bIZ2fGNe4SvH0TGbqo+eE5zyhKL9N0PD45OTISDjcaGZhyk6m5tZPdbvRS3AjCVFsrP7lDZPnCV7cSmeBx6+NPBtJS823CT8addL0d7brnxuERYG3vB+/JFM7fHQEBAYGXhVC4vx68emgXqsSJLt8HO+kuXvdUFLSyQ+F1RLWA7Ibtcoep2f6pWFeB4JJlQNHjG3hNQR0A5W7AzqRacuz5mnsGbsDzWjyy7WGJvOwK/8nkPqpe08nYt5EqVYr5nuqepn96fubNFyBJnU4m41K/kRMaxa18tUX/HwdOfEol8kX9ak8gR5+YUlahO7h9hO9CKgwQvMhNRekrfFr7lCIlb7Ha9g5VpC2PWo48khN2wjxlo1Gn0tuYpFK0lYUOkMgfqO2ct/222j4t7U/V79aLYmq8rJUfLV52mSgU3G5KXhSg0T9MKRbZJPe8SEYjt80heN3ZPqr6qmIETlQMs2/WCuE0IWmH3a1YE1lx86kEBAQEXhhC4f560CyAM+TTBYbYet7IEdmrKt8wRPVqgog1kliq9fSVdy3T2IxjFnn08C5h3azeM+M+ydTULjSAmZvDMtyzkGV6L0hQqXMVxmfSxxRfqlNrjU8dfBMPB9Lc86C5tw1YH9Y94pLU8fFa3r9osTxXLh+KOwOnWVEmVx+/cOPehKf5fiqBVPecaDa9/VupDFmX31R1B+LxZLJYTKePj3M5s5mpn2xHa6XpbpckTaY33/zVviWsyh4nC67uVMhSkoZTcwt1sdJqzIPO3qCszHqxKQm7B0znnARlfDRUOmpv+3ta+3vv9tNaO7Kmd7vuo+ZcazZnzGa3mIDEGb+7dpAcPhIypE4/Ueb8npWRSQ5vTwdquyIc3tx0OPb20mn6gdp+DJI5p7aj7+ikiexehE8/zTqMMFXFjQz7Km23JJ1byIOXffb3oi+uffOGJI+O6nD8OJ9vpWkJCT+7j2SbOcJotKdPJBZTIXQ59yEPfvas2CtxWsoHc+vEGvy0fLUEafGpT7uEOf9n+sfkN3B8CQgICPwPEQr318O5BDlPw7e6HT6FG5RZh2iFbxii73LHOVanUkRAesvRmGaZENs/dVyHfXpUIkHKXG0ARZuz82+pca7+GpfiFwi/YGQDVw4kicL0odfsAFd4g0ptgE8vo1QO7oi+gWQlSxTHgXkTvoxK4WblVGRevm6N+c1Rq3+Tr/daioLnXayRH0pDg254/KOYSI+0TTc1w2I7qx0jcspVWUVelXqeG+wTUm9o1tmgFU5rl/JNJJFwjVjzoneymvSx50yUlK5np5yAKvn+gjZJD2+CYG7v9Ez11HaU535bbed6p6KQ//5UI5ImGwZjFvvZXR4o0+Vy7vPQaKZBwI+TKTlS25H7HiXd9PumiigN9E2dlmpYuzzbhKC3YYTCkeR/21oTEBAQ+K8jFO6vB8P5DoSv/VTiL9w92wsQn1zHUYb7LvcS30Dg+yk3NUvkAjSeWjpVHs+bCX0ngTccnkzOg2DjbydVmOORnX/OmCHsBjXuSyAKUxV7bG3TX3MNWIHF42e2mNGYlzxLc1eVpb+2zPlPny4unpvoDiKsO7qynIuJqO1Ut2viXwk8fD9VosfSLZhwdm67VC4Unrsb8EXK5UtaNt7azWaR8m7flM1Vw5GSM9QdKZBa09Ag9+5vRKUymUiyUAAvO6jshnBqu/Jxfdm+l8vnQGef3VWujBe36ba7/LRE/hRDWtLVBaN44KMYDhbk9o5ZrT0Sf/L+qVSFQiiUSm1u5jN7e630aTHpvl+4Q2tT6KLanqs3Yij/Zfzk/CbNEUnlWlDbq5tKpLYzzPl5f4sGqe3untpuTxd7avubyfiIO6zZnEWOd+YjOxX43UPq1FXeCHL57ngFGdK18VJpbg7qePPxcSAQikNcTXl7LkdkMtnsL8UESbrmw/oGRI3mrMuBiAWm/Aibf2aYclEaKSc/rrDa+4fA28E/QwEBAYEXglC4vybSEJuM0+g0zgbAYJq/OZc7Xt4JKZ8DdTaNq5eh/qkiyocvriLv7GDJLRGULi+y8YmXdwmpx1nN/ZBv4H24TpFIcx/o9Xq8IZ1IARWJdDq+oV9iWn7FSverzzNZ3wcyydkJ10QNjeZrdgN4uZD65MOsGxoRo8T6ijwsVeAvj7+VsjoipeVFzYq4waaRI4Iiu3hcE6DDoB5/BQndtmyTFaLNovcyn45XtFerNRrubEBL+VbSffT74FJIZO/Z/YAZ2VLPkH4DxOmzarvjJnad4/HuqajlKRcDY5P3F+eotMq1YKXWeytNK6G5qxKLucj6pO4D67+3Kn+CHQEtucGG1BDQwMEAnVIl7JRwfTBlSDd2PdmAFiMBAQGBF4VQuL8mhML9Ac8t3H/+dwr3H79N4f6zULh/c/6/hfuHs4eFO+RxcoX7D7t3C/eQs1e45x4t3HOPFO67tt5Kg4Ma3FX9+OOjhXuhV7ivDaPCvdAv3D/AlNP9wh0mEwp3AQGB14xQuL8m/mLv/FoSWeM4frVzMzoDc+HiOOJcDIKgkPgHRZGIFETYUET0XLQJIdiFC0lUkHLUi4xaNiFYgr1IazGC8KLdm1iptsLkeDpHzrnYF7Av4LyE8zzPaGXZzlidP7s+n7uz5/FpHEf8Pt/n93x/OfCTKy8CJm90EBnOJzUM4ua3wQ/qWd906Ns8J/NA4ilUMvsdwv6pFuKDIGsBASFJBVibNIRBmgIlQdF3hmOktFAvouc+M7h0Fz+EjOJAVvb9XbKCALWMIEgN/BY6TRKpsgzDPDyk5ibPgXjPqU/glTHMoP0/B4anL9hV5i0I9xGxIHl8pqLoSf4J4nJkotHQNEWpVD7mrdKG5KdIRvFV+ZdwAJYUec1Az9Rd9GSJ+sVYReuAuDogvJE87wE+CPY17BgA13eCwN9zmiJpOEftTpFBfueUtZeaQCLZpf6tt3NA120niIAwdkO07yG9DSczdVZRvdHrEDP9kjuCL1WrxXWnRhPoVOCz6Lvwkp1Bb9SpPAX3bZQdR4uKqvJAM0Ueoox58F+q5cG+pxgMBvPDgYX7MPEdCvf6gMK9Xv+3hDvw3L9j4Q6teyzcH8O/Idyzh1fCfbcamJcW7j9dC/f6kjAvKdyhQX5HuLe7wn2O6xXuXbed2AzM9xHuYLJr4f5GFO5LldvCfa7aEe7ujnBfQsL9+ZVwL/QI9wIQ7lks3DEYDKYLFu7DRIuGv9Zs34CJXkiaBSNn5O1Kz4PyBadSnrqGeeSbiiO5JRVJA+i2QpzzslUujd7ipUH+z7uONIHgi8XBOqiKnrvlYdJ9QoCx1vL6zfbBYID1Bhw3qnnMSVC94QIqbYWClbmKkkZPUWoUMK5UGgb4AB6BFWW3RG5ktxDEgqKqLBtXVCrVrKFE04+vB9KC+HDIJzDljnCuVIpRK9dkFOvKX5kD1RvKJOOrJYsiCNIpc/AxgXUkv6gOeem1qN5wagQxixCjsbe+5cYgssTaUdVNXM1Qo7fKjEDmPJtDol2hNPbeOY2G6brtzNhVMpWebKpETe1gup0NYFtd2PV4QZHu6GytJomuDHVOhUNIUlx/EmCRDbNleDqA3mxcHTKEwVfrDMXTWBQRauxZkWVAh2OYyhMZLP0Jg8FgfkiwcB8msHDvAxDu9e9MuNfrTyLc52pYuMtAWrjX1wtPLNzzPcLdJ0u4J66E++Y3hHu2K9x3q41vCPd6YfyWcHd3hPtm4Jcbwj0b3UHCfVPZuCPc67/dFu51tWoCDiE7G0fEZuP3m8J9t4qEe7Ij3JduCvc4t4KFOwaDwWDhPmQ41BYQmCy14Q5pgd9vmWqWp2fAD6u8YhmgeIHRC2o0pIZ1ocBveIyT1QxKBMrijCI/wAFVPX8Brr8qt4CnyyQFWzoWVD9LDbxLk4J1BAHhgUJEo4HdLGFx8GPkMaxvQZnaajVNSw2WjcEgdtqsqe87FfmPAPuTfqK2VKvGDeVvKDq8F5COAhQ3ggEa+37mmfHuQFTscZcF7rOyzDAqFcvS9H3FKA+EJJvUGnMCDmpAHMZZ6lok34+eNwkR1J3UBdrYXt63KobNTm2oHOWzcevOt1ULepTuozunUDK9K3botovvHbrt3eWinlxWpdF0DsbQqQqCwfD7SGfbGFYDV6Z9OqdSlHhEtaKkwd1LkBMCWEHCyYWfQZZM18KfARa+V8OiD2FBoWRxp1QMBoOBYOE+XGDh3ofvULgXCli493BDuBc4sINymycV7l8L/4pw35Qr3BPXwn2OkyPcv/YV7pMd4V4vNO4R7puBRj/hrmz0Ee6Nu8I9d0u4F5Bwz14J9/mbwv0zsPCvhHu9gIU7BoPBILBwHy7YiVfEwkiq07r8W3j31ghipBxuSw0Ev83mtcouwY3LU7D6Cz+YeKRYlBooMpVczQQXNlh5lTiAbLb8xbJp3Jdx4V204VnQQbVua8r+IxCtnp4tE5Y605T5Vq7R66OzR5lgZiX3oMOUOl27LQhLm/H4ik8j47O8h277eZdrcdHnGws/pvLmCthnv1QKBJZc8Tjs/JMPP6myvY/nz3VmvT5Berwv2lPh8LT1OBWNRi92DgRBOC+/rVQcDqVyd9cCGBmpf4PMSBCMUeweAeHuqFQq7xprYIrQ7BaY7tNxaxowNdVuezwkmUiYzdqnenetFsva7Wp1HLToWny139i7HJue8mZhg6lvvMocHrvw25UnJ5klxUngl1IqHE4kdLAl0i2OU6uRL6DVUlxRbpweu72k+eYgcziVW0nP1YObJ4HccfJGby5dOJzL1WojQNAHAqXjF57u5IcX5fQJeIGt4i8VPXp0lcXmavoV+Lfdiq+UBP+me+Ztzq5/BgfGg5V3UYPH81xbLEYi8fjmZiYzO+tua7WmpjK9lFkg0pXLkjs7alpbr4Lz6Eu1RnTUk5rdry1ZXES8cj5pTTzVjcZgMJjvGyzch4sLFuY/lK4SIe7HS4XAyHXUqFySeZBRIbfKXW+4hIaa3OwRUhMCBcyFq3RoGdi5BbANP4Bw77zZeG+GhjRjyHMfB4W4A2OitusumZsffVGhTvFlo/txrrZGA7Pv4XHG5KNK5nvgebEeGvbal+MY/wNoNVZQll5iWWCih4ALj4BnA+RhqTvFlxTGQVyNSuWnomC6UXnfhgdB0yqVGAdDEK+qvnmgc6VeAkhoRtkQiEUCXnu9xgj8vUvIlGEFJeBn6hvzpTtpN7As/S0yyhcbE8go76K7dtuZG267mN4Io3Schcur+vsxCp77IIhY4awT79MNqLEUxLOuWj4pbsjUlyi0XdSkqmh7gSu8BL0Nkob9Tv39PEi+p1VgXwlNd6CRczMwGAxmGMDCfbiw5r+CX8KdpvRRN13bkAkS1dllqYGQ1icl4bJMtGT9vOo1FSBQxselxok815Xm1wnFq7Ww9DV3OE45M0GLipVXuoPQjzXKxGZ1vThQ8YrouQfjjZ5u8bLQ6kdNXzOWkYq9lHiQYCbJT1Gulglurx+2HlEwo9N5vdForRYM1mo50IT+UauALlqtx5PPHwh/vloaqdXskUsZz9tTo9OZAYkEKL4gvd42AjjxPeTzn4CPDsn3/o/p6TBw1RGebBZOodfD6fp52Y9DF7ZebPl86fTiYr2+sFAun+2YjjXhbFav//bf0iaszT3fRq22tLRwUl6ZPQ2HPZ5+/r8+ccG+c5zsKiyLtdzsZD6cFe3xLp7ix1wAePEjCmdg5zjpufLUwbXlc2tdt/34+Pr/mJoBh3opuJmusFG+TWrhA5xPHTic8ZHN3S/7URr9m6cVjbyLx12ZmmP2DTDx9Ynp3NrJiQVIe0HI5/V6d/E8UkPu+++zY223e8e3vZtxbRJ2wRQeo3ccNuC9L2QKl6V24pvbDhgMBjNMYOE+XExpPgDhLifQRExJlFn4zdN2MK3cKvc2jOVQKqWGdfkZGG8WxV/yTbci7wQuniCjRew1biEA0m6c91uW/el67pNSA+/i5pXAc7dx3TCOgWnRX0F8eE3dfGyUCU2LYTBiNN8TkSBnVUco3pxT+mU8b/8FCTKJ8mLox97Bh6PTFFm/0SgWfcM4GD+bl7X1oSXHqIlOvPmu0Xd/l+NEtvtBxKoqyn3naWvzb7ohMJ2y9C4g7p8JdNz2X24WzjcpJTgrA21y6uornzSsqeGbiHFrnTasL2hKCbcQLHMFtJUFGv92p1NNwP4BxeR4J8kddjVoa3JG9BgSRhX/bJoW0HSW+oYheeOaMBgMZtjBwn240OlyZQWRVualBoLfWff8OOF6tZ6Q4efqzKoBqtzNn96AX2RLSuZxMzM5+2V30xbYkxrYRau9ZONEvb48iBWdbQXsmy7nWzlF/dd0PfeNwT33n7RJk/1LZsG2flF8kG40m63FlXIGFKjnBtlcuIvZHA7v7KgzS5mj9Gv2QddyF1hAHw6/mX1bWbJk4jOOA7YVHuDj+FeAhfEiT+6kS6EN55unuVVHBVrmwWA63WhEo9PTXm//EvVe3Ckqt69ejCuCu1/e7mzli16vvu+9bbVUuS/qet3lsge2osWwR699fnNpFm6xkfUT4LZnPgtbeQ0qSxcB13ef277hWIyPuGxfZqPWtlgq726pIhwwyxW1wKxpKgv+zRwu+eyLi5aRzJEwW7SCqwO+f/oITlepHB/DPYyJiSPkvgcak/kX+pcX5aPdIFjIVvaO8+HTCeMi9N4/N5bzYYmtBwwGgxkusHAfNg6McWDzyjGxplUN0LI8LSZBSOEfoMrdTEehsSY2UJTDGy5GxJSyEm5EmlQc/AE5gfXXWIEdCBPmByxjFj13x8M89whIr46rWRkh3X1JkL8YYWEyM9DmQl9Ytgp6zmYUv6sGuWeSNKkNVFr9Xr2mSj22keiPhFYzRr1hImK3WZjKL8zLj/axGvaQSQ7Dze1s9P5mojS92u2a1Ij2+TZM0xMoMX2h7lA1e6YB19exxwmm0eu2c8i+t3HLVxNa6d9RI1bFXKNz3iOhiaLdANdVlnuCnUDZMoSyAKeDSe5iTH1jfhocubkumT/VeElKgBuD4IjN/CfcKRWDwWB6wMJ92Dh84yQsmahb+shgYhQY465aSZYxDrbFiaDCz8upZ9GRVjsorSmXpQZ2yUf3QbHMxkvZrrbXu2IfIdKOll5+6UcimbJVXfGV8/7m5X3ovYaQg4g7fzXJPG17jVmf/HmfO7Fwyi1Z9+0OOl0+/zqkHqnNBXwpGZ/oNwiHU6ZVJu6amwtEKNMDFxJ38Xp5/jB6HrDFX819/sAcUKYB10U/Gtq21fTSfxAxfth22mK76qp9I7RTKiWTbjesHpEifPzRf77hSFdj8fcccxYtJcfC3n4F4Hq9yeTzzczEwMAAsxzNW71kr3NdNLE++0xVEX//dtVvGtVkr6bRtsf8uQ8zsSViwT4ejVqt3YwZK3/m+81pscTfN0KlZBtNmGhHDzZmYorgSIVhU2Ne/bOf9Fbq4IMzHiTidh8o2G/rSL7lW7HVXK731deved5sNpns9hrIgHRyfywX3fnkju+rbcQVHAm8PuRHUyH7US1DjLwPsCW3B1e3YzAYTA9YuA8bx4Y0sLKWQYSDFFoNNMZlRq1YB6py98CkCrVaalgXL38OJq8MEuWcA05jRmGSEZ/TBSwnuCMQ0m2XI6Bu8gjPXU+uAqsyqNiRed/6AGM5UKm8jE/0m8CidGiO19Sqpy1Jb2tmBSco54d9fyaogU7//niAGBiKZcZR1ApMl3cya1RT/hNnNfiZDyi5JTNXVn28/9wHSVKUGFJTq+ZU/crmJ6lzsJEF8l3mImzplttOM/DbDKPX52+67S26AAKb4JTXj4hH8xqVpgfrdpUJFdDDQHj4jQARNcxrNDFJvwRfLfh2v4rbbL1J7q1O39TMUg70TU0aNlA4vAIly2AwGAymFyzchw3Ss/F+gfjrQLq44rk5aa8QI8qA1EBIggxxu0SBkVflrqfpkRGL5b6+7LfR6puMktid+b0tW+HwSQfw8MZXB9CJuuzPhvexTG11VWpkL9BzH3+Y567Tufkde9Vlm5kwDXClN/F6DU0jKDA+2vZTD1b/EB1I/mtGI/a4Zc657ys9dh1wjdYcdo9O/hEycra4zVnYEPyH7iez9L8Xsm7eFPWHIhsfZoDTfqI+su+HDqLNVtLq9malq9qBQHYfbv0eeQu9dsXnwOryyxaoSe9bm/+T2+332+1OZybDcauhVEujuYplR4BEo5cHkQ/Ok0zMZgxRrWKYvOO2744sAbfdYJ3uvpTnBWF9JpOJv18DU057oUQ360/9kQ+v4i7ic4A1JZFp7zbt2bfnFESd219uWqd15nbyYG0GxDyNxJnzFu/xuN2C4HS6XCMjv64e817v6ZZyBtTHE8oAZUrmL4RyGla3zzBbLTf5qE0kDAaD+SHBwn34iMjunmoFxptL7ZAaJjJIlTvQiNByU6mkBnb5GXh4C4MkyyRIO3DxOOUgWvo5WQQ1xxb5eTddxijQv+lhnjuI1mdgDLfvIWHwIlOaNVRH/gSV7lOa31FN9M0C5ifCRPlQHXRQ8ZZ5wz+ppf894OVpys+8U8OzF+BktppjBCo6yHmKML8lKDtBKwVhq5OT3g8tjNEXHW1lYatPc10zWWLtKC89xp3feu66brurfgLc9ht/hKaVKAKmVt27mlJPvkYPL0G8A01PxbiaMeocBcLDLHe4FtVqUkZYj79ZfyUmVF0nuU+wCfA9hZ2OIYH5MXJKc4Aekgc2JMZgMJghAAv34YNdOyFObLReuooke+gnNi1qk6wSFbHKXXUsR4w8N5t9QOum022ZGS6k5sJ24vptTVaqPESnM0S/jigUB4PY0DrP6RZ4jcI/wDlYiN6bQp478Aylht5l2rq1mibUzoj/Qbofpcvwr1drRAxUukfdj9LbYCrr6fIGMPCdM4xgeljlfX+y3iJfip4FvtZexZzb5cjZlmkYfPc2b6LYA9+Gcvs3ZzX2Xp22R0Kvo5+Q0+4xywoCnUJee2G7WovHf7OvvT6d5N1tfd+X6rOmT76/trdjMYUiEIhGeeBo947ItlPUqp2zKSyvOIY1JK2gKL2Ltt3quO1V5sxEA7e980eg2z4zowB17NBtF6c060vUX3ZbbIH4Yp+IJt0wHL7NX/reOXddlveO1xQ/rU/oNZS//CGuIFyOcrOkaes9W1vb23BRYbebTNPhSdOKXQ1q3U9sZ+youxRdLatB3dcr7iw6qXnUg4zBYDA/LFi4Dx+Uag6Vf0urBj1/AcyvgarcVw1yrHyASgXKWBU3K2i/zSGnHixZpsgrgQgYzIbW8iYYfcEwUgNv40ae+4xKZu1PLykW5NqD4oBPUgPv5yXqiGvjth4aUHNNkfchA59TXod0PxEezSVwjaHVq1C/E6hh8N2naUq1ZpxBZemgiltdYUKUoSctXRI38trhXQvWPzD+b3zBnpNT1B6qJicUdaGnPL1LW3OqcqAacmdh4lYNOeyfKrrtMArmRpgUdNvR5S+xN9z2ZVUaBcE4GoZOXtA0fYbK5jPqfRS+riPzKh/oBgGu3NgA9v1zcloQ0I0AUTUk6BnQ7Zsq7vC8ZJWdKzvFsh2DwWDuAQv34WMslSZcCyw9JTXw2U/ZlNNGZHxnUgMh5It55xJR2W9KDRQZG4vHFxbke9vWrRXCEts3ye6QRGbZ812iyhms8kXAT1mN/wDoCNvHj1JDe9G7DT4HoeA2lmXtTvQSLl6GKsH3tvGdlDwP9i5gionP6nh83fiHYZCVSh/I7KjJH6o4Y7EP7wS/aYC7J4k5YR0tNf2r+44/d+eOHMZGzv+xlJSzRfOdkQ3zk4cf2Z3VRuCdg3Oqq7btcsCXm33TPJxMujVyWiNA2uHDjwe5iHH7qLabdqyssh9LoPNp/w8EHCRY3vL95diOx9Vqn295eXQ0cSvItR1uLvsCDi6+4HSszkZNYy+uB5DW1N5BoGyrBtXja8sfx4pasXxeZ7X6/e/exWLB4Pj41vKYu1MQMxnyKcFEVWckFJ0MJ3TPEh6Tf+1dOp4JOsdzTTrseeZJHq42OOdCRr0emki1EuRkyrdyBJYVanUoNDk5NcX6y2ANEQwGVi4O6dE/djYquwuWoGNly6RJPPB7gMFgMD88WLgPH+1O91Q5pyHHQJNTizIiNUwEVrmDVHKpYV1gu06jUWpUlyw/Aa56oGQZE+UEL2EH8o21fAkagoIgNfA2oue+yMheidzESgeAJxvj9mRsg9yDGAovtp18NDzNINfdqRzs7skieZWMolA7BP+P2BgzzB9SE4Kdg/cQEuPGhQnKJP+Ihoib9wtfUY/SYP0tswciV+5Hz//M7KOk9AWOo6h+QTVu/oARK8ivTfIuL+itW8HrIuau266oq1Thq8a6Jmobue1cofuAeDQsioS3gEh4sUFD2DCLwnMyXIBugf9OULNikjvHwch6jSYg9k2tT7Dhq8c3WGdY2WtzDAaDGUKwcB8+zAnf5yBRWJFz+qvN7hCuGGeVI/Kf0ZcOEBG/NinTQg2FoPlmtUrX2kO02dL4DLGrnPDIaggF8bp9jgxRGf/kkZ9O8VPWDavvj44mB6w4Fz33BZvyIZ47+SLqD6hj8XXf6T2GqiSJ7OTh2ngVbDE0dlKP7VFKvmgh17369K47kHjh/GTp4x/Id68dfX47fn6w93FyTP7n+n+lHR6dfPlx1r/WCBjfOrijaq3qdIz7Qv43p8BR5t3hhOzn8G/2zu4llTSO41frzegMzIXh6JAXIggKhS/oJiKDCoNwJBHRvbAECfTCoFgs0DC7OEWFBUIseGFvGEF0Yd6Ii6dTkVHnlLt7sX9Af8D+Bcv+nhntvXX07Nm35nNXZ3wam8fO7/k+3+f7Gw+MtbV2xd42p7UnI6bAyy8fGG5F6js3+qIZQtmtGz62VrPb6ScrwFy8xH7S35qjo9uu+ak6J5J3cJgMrKa4ptgFsfyh2j7gCOzfqe3v3zPMBI0Kd2ekMl+w7s6kox5/yGB6Nwy5QZHqvHcrnJGYN2/e65jYN9oAwS5vrGUyo+Wl+Vry3buAid2x3s6Avr60VKsplTqd11sOj0imP7L7H+Kh6qXeFp2RKD7evP+w+J+fCCIiIiJfEbFwf4vw3VNr3S4DMK7JaZhTzLoSUOvhYpfQfBSdDslvBCG0mlG3k2V6MAizoDBmpPs9tezU4ji6L6FRlfd8keYeUPvAHmyUpr7E+I3LkWiq+Cuc7rzqjvTZr6K6dxLJUf7IjNSmX+7V+P1vxK4ewysavlUsYlR6LSPlOGHqfR9lUV1pa+2ZHwtdtPZBzI6vqtAZhx+kx6RG/aJgndQtcfeV+fHgWQvbGEHJ0N7UjNT6SG0fVMb1mx21/V7CR71T0Z3tfp9vRw8NQ6vTX7m3fKThW53OqT9zQ45IP1LohAytTsLeHbrDHynYksMwdMQFsamHFEmM0sAJVeCjfr3335WIiIjIm0Is3N8i6HhqOlyKda9n6dhVeE8i9Qnyv2Du00QaDlnyO+VdMZnKsLeu0QgtMltZXzhtXOMKAYEQIWt4yBhk45xUKAyaYVzQP8blYgQuQDrMQScmmTGdcNV7FOsRmDu5/8m2azw6e88I3LF4jjrLnq2VD8OFMzxrb8umfdOK1XGNyyY9LhdJFidif6nqjmTeSP096yddR43dSduWK5jyU/m6gTE9PBX5XyAQczoNhhN81ac5O3DJjmzlcvn6qOjypHbYPK7LqmOOXh6F3ZQ0lKjlM9mRYreR0AcrbLXufHXLY9htqp/45l0b4XBY4TrwsXWD+4kfh6ZzTJ4ig9flqHTBNe8LZZUPimMMTs/6yGJ51zi5EPTls/G2VD+Iueuh1IrNbDQuLPh82Sz//UAshC+5diF5acElp+IxtOg2ZfM+7xH8lShbUiWDiaZpZb10pi9HJdKjgm/fmaNbhrEzsnwomUlYfT6nMxZj2YUFWERID8hmKOKk2MJRBr4qkFMhUw+fVBEREZG3iFi4v0X47qnC2pyOQ0qFYJc7yiSXCne5I/esQiG8TuWTZXqwn2uxc3DOKlSh3nS8/jX3CmRo9Km50xiuRyKlq784eJ6A+pSTyfXtLpZfSAR3cXEmNtnTBJK/iHfEicb1KNxc10u4+b+BK6JEzWs2Ob82j0r2m4bCnT3t89yR1J1qflEg/zjS2t/r/twWP6deJwtcbksGUoAuXlr0TGBIIkcD7n4vx+1PpkWM8HHWdKS2XzxQ22klQ3p5ifyh2n5FwNq0PVRnh6TejqkpL1BcGAyNJUmU3A6Z7xoKhhzE1JpL7usMeYOGIgh0vAVFwl/AdltS9/FOwBfyB0lERETkbSMW7m+RgGkDjpYtCToF5jhbkoyU157qeC8TwcHlLk0xAl0PFIUiIS+ygs0yPpckU7Y4hdw3B02fsDZjOnwT6ilqhWESCaS5x2LC/Pcd5hhD6qBfzX2QZkLzC2WJzXVaj/ei0T4EhHv8zPK9sbHgYde/XCQPMCFqhVPdZaTvr1fdoaqMMYYQtZryuIo28+5kYg2U93mqVK8547GvslL4SxiMKRkmm8VxivL5PGTBYj0yg87+8ajgujyr+EBnN1wxgV5XTiZTvc6yvwWtR4e70wkvp7XHTa99NgbolnM9z54tJWzS3YTsbD6PM7mnznYMIwys7wAk8slyIeijCGbugaLtZgygtsvKu1Kb6xLU9lwnSQaDzZbUSgJW7AuWe7U9Bmr7CmkrDxnXFiowFKry7TBBfluYhI/YJkyQK2h1GnCO+S4TCvicylI+wxU9xyR9mqOP8DfERp7BfoA7FOLbQy0s7LBXzFjoMngMf4wSC6esU8AWoIiIiMhbRyzc3yaoe6qVFFJeavEpkMOOX3bOPsWhRCqdYJe7UomEN41caD3IJ8uYezHLtJSbIAcKe6sPIEl0Z8L99x20arx/zR01iAUHgcRMlh5onz2T5OKwpQrNXyOSd1T38tdS3VGAuBOf0ss45Rh80QobuUKVUPLIv5RhIonjcrlMxivHPFsyj6aER9R9PzmdDlW0KNYcjOhktYvWTmNxahl2oJCP3ExWuC6lz1AqdzTH3JBbC6VnAzJ4ilPbpQo9TjxS27Ncnjt0N5VT92o70VbbMz/e3DVHMLQnh0LFtieHkyL5zqmyCndqwc3tQsF+ikwPJ2WgZbIeHYQBUEhNTHmuRxejtr85rLdVsoiIiMjbRCzc3yboeKoiMSbAUEozqCdRNC8o2FyL+RNhyXQwJEwxxjBkdZVZ7Hcxc3/OsPtiwSaJWm7cQn3xYBT4ecUGb5VyCtoy6FCvI819ZcXk7q2aoN1OTnMv5KtP1U8hKLMUuW3cTRzs191CVzPPsDtL/gWQUaFZT70jon4BSHVfDlpBUUaq+7pJYK/bXqCxAHMVwlnfGWmR2SD2PHFrKZCkz5fP1+vIE60VMFG/KrR7PGbKEoZ1vAkqe4X8zeVaWCiXbYBs4SC4nNrxNfGawckE3L0+9gHMwTChkM8XDCYSu5zW7mMv6rlXtXZ0PsBZf+9fsWyFj8vTrt/Y/Trx/BMRi9XrqZTsKGOcTlye5XHnowHRU025jmCaJFwpKsQoH6ntZMIMhvSjVCV7xU9jDKvXybba7vcZsmhyokMQHtiOGTJuuyr5CGzHYDEDtWxJGEeljeANrAWgWy4+BdW+0Zh2LeGhmD1r8Ptt4Acrl1OpLODz39pGwDJzcHaRdf/Tz1hERETkP4FYuL9N0PFUiaQkaDc/oDgGd+p8t8t4mmQCzDI+QQMDKFwiI71SCi2PUbKMRLL9sr74Mmquo6swX9ADkOYulRrUAt/IHbzmnlFZ+jtkGSNWQLBMq5bVX2D1digrnJSaIHs0979GXHfKDViWnX3N2HXIIqd8egvMtzYqFUlSFEG4Ba7svhpadZyoyyuaM5n1/u7Q/en1fnlIZxI8gZ8zqDTheEeGViiCoLV3E+1Nuv22izwsC+KGly8iCH7bSCLxkh+eTWO0jwJ+FVDbyUf7Y/dqe4ZM3R83UCr5wZDa3klz74T9j/541u4JESM03KCdzqla9ZhMBV+PSMtc92VMfoNMMrBWX0BdXZsU3zd1a2Gs/30KERERkTeGWLi/TT5coHOQlSshMrQDMuFmrF6toP9bs3k9dD9cuRJYdl5cZDJDo/mQ0CJXqfOHf5eUSzXhSnLANL8VlWwtrb/rqYZtNs3m0dEKq5zrrSajAx+CsplRxXRoXfg93uMwff5tMxpWWNgQNJ/skwmHjvVsmGfK1uWmYbF7h9yuxOIX0BYzES7bNpfZsaRd4BmGXqEDpmRtH456el0bskQiHDabrdalJb+/lD+prhs+RNSMMtB619sD6QvtO4geX8wxTiJpqFVP8M8+n1/j0hc3bA2zGe0IbGzo9ZeXOzv7+2O6eNzt6Gdh8d3cOyZe002xHs/tbSbTaOj18/P5pjP++ryhtUpncmxqeclqy+w1trwrbCnyQsMtu71W8/ut1pmZXxL6g1LTHrj/nQ3SLXtyzOfZjkozZmtw/v1d34VBbSBSm6pYE5KMedv7W/PEwcn4Wm0kMjVlhZWCwuyFZQU2PPDNsPaKYP0yW3qmnPB68Mg7+M6iIe8vRjMz0URxPh9X0u5IzZeylSXShtWTily9U9aqLsvo6MzMxgbLmky1mmcpDV9db1XYq1ci6kVEREREniIW7m8TLYYUO2FdNnmX+yHSyLozjPmgKeaCXEh3JwDDFBB4sakXXgkaQMPLqMheTOBJCkVICwvReQDSGDN9a+4z/WrumLIJ1uUZaeHLtG2TjoQHYZS6euk1+2d08kcy4Iju8cRAr4AIrQshDzmvz3JSr3RN9omsyKu6ZDs8/KsSIwhCR/0sX9YXZNdt7z3PjGpbfyBf1enUQj47fwqtjshPIbSJQ6HQaLoPiSlDmmJb1bZqPr/WihXHVUjphgD2G3nuyW7AMEa0jelP1fYJZb2tts+SvudqO0j350x7sJZyHsx2XKKjPMLt6tx1TpWucZ1TUbYMPxjKlpmAcwFj/FuV/qiDf1erVSoURYP6pvb1MRERERF5o4iF+9uEHl4yQ1PRpQ/dLgToyFhmVBKt17tdiKCH82uTksZBSJhjdXh4aSkjmb6NB4Sq0/HKEujZm9lctwvvWUyiN1vYcWp7qsHz+Wh0qC/N/QpE8yho7rW5PmpMrSO7QzbKo7fLlNPUj2jP04rnPcXG8ejtUqUWedfHfTzFAS2TVqC/5mF02+MbM9y5or8CAw533KnTsezZmde7sZFIlBXIT2616l2e5VN/CcfxdYPBkI3EGYaxB8ZBHp/r7dl2cMBLQVsP5GCguJOAQWtjVRh+yu/3Ly8duDZvr20QGBP+PnG7ZS0WvAeXnh3ffklXi8cDAjeVnjNATwRMkeRY1bfjKigU4cmtLa93fr5a/bMhkVAeMZxMnRWno7OKxoZ3nq1+cDxdvg5o5xhnterxKBTRqNV6thzSjT/YDRikF5mxZgXU9nB4rfjbE7W9PrXcVts9zTFebacnGGafQmq72ewF6T4Ag0H8kfPzVOFWihT43yidaZim7c6TqSVbVBI1b3p8OuabicUPzVMYzBj+Ve+prmPuiMGvURxKjI2Gx+MEfD60Yp9VLHlqyb6enIiIiMgbRSzc3yosRK5HFcLyWXiXO9ntMh6UjNKDy50gUO74566+3g4TyjFQQA81pW4XPgTly49CB9We6lcMQ6JgP5o7rVwHdXFGtSksi+c5Tg3qWNngYrD7hsbqmiMYJq1aIUzdLhZGjCjpUXPWjGLzUY/Nrwdqji+XH+g3HuSkI1QymcxLzsvl8qbOAPI409uz7aCGlxLEum4KBjrVuGBQFadnPyQM39XLV6km4fxrMubhAKjuPelqm+WNMgtFdd/OQkK5h9O0IVZfP//KdsygMtfxkatUzxsRaLH37dB11A/3YUYQUtt52zxS2zsbYANYQC7nhyPPlW21fQLztRudWkiCC6u/75yKTlWg7yy2s2WkMg+cR4HerlwoPEwcTQoDNBr+V7upF3ouXURERESERyzc3yoXP3+UDEUpu5Dqi3e5W4W53HMXQXC5XyYFnh81mbZBelv2t4RJ9N8MO66KCYm0qOnFAp7Nb4B47mn20kEVdgP8/jKnuQe0PbwMGHTk/GeguTfYfD+aO3iUq/KN65ly8VOImBP0S3+Jb4fj1Yr+Nnyo2PCXIot/hUDuMCX3K95NsyLacJ1D08uc9mt7kx2OeFynK+2zrOfywFsorm19BP39ONy4bdi2rUWXy3W5PA/yuG8K6fCIEMjmXThpX4rjq/BSvz+1HISBLMVbCIlpTJfDk+YGp7AXi67Ly8sUy7KUrpYkTHZehu4fem58MW7Q5allj3X7GH6MdWGJZKeSScefTmZHIB6p5v0emU0RNW8Vl073Q/HnyZyD7wKR5BSLfOQKRbG4I488cjSBCZ2pNiGVfzQKaruGNZg6P5Nuq+3mO7Wdm7SgtjubJZdrdDQcLlqaTQcn3ZtgEH1xT7IX3tSzzZwDktsXa82z4qEkE04Ub5rO4Yl3izVqaW3UODNrdbGfAyZQ3/etW5KRcFkfrFZNphO8WIQaPiMrsvsOMMyLiIiIiAhHLNzfKnY1CrLwtPMg/hze5S7pLgsiaM7lniAFOWsQHohyPlQsCpbe3LgfbmZa14PRehjzq9IQNr0vdB+AB8MsnOYuPPWmwyBmAs39B6mtX809oJsHyTKjCvYSoPMct5qVoWPIXxgN/5CONoviw++12b+DcWWEaFKr8k+gv9s4l/ZLIIG8C4/F+8eU4d9dZErOUiegxf9FOxUd5tQG6oYLWkG/v2Ny5eVmp0+J63Zgy4h7cyqSyr4yiYeJ9bauLdHrn6fgt5R5+TS0OuLV9ofnPbA7tf3hE0Vq+w0kwQKyhfvhKPkkFwWjknWiYPi+AfdB/+8IlsuXn5Fuc4k3AUrDDWOUudCnQafj0+8VCtQ3VURERESkN8TC/a0ybv+UNkqCbNfzcIB2HR+B//Gzgk6c0trS9rHEbMGFBpmv+ndHdneTghPh5gxUVCoxs9XvBJfTw1rq068jx+ZTZ08RK1rt8vkhxN5U1+e+E7qs4BnU2s+XontDZrzq7qu2bUX2N7czYBnGa8JD658zZ6+mDhqKkbLl1BCJ9Xg692W0LYJdWbstT0onLWSolrPft+j5yrhbDLM+doKvVm5SvwUtGxsba4lE4nraBhnz5fLhbDSNMEPlbVW9Circ97gL0+lD7oXl8jQMk0hsyRZgyGAqlaqwJbw6lgTf+19ijYEi+Duto2XKXRma7LJXZcvAT04cFQ5YyvDhz/cshrUBe/zq/eony/FI+rCxXfCwY8wLdn7aDaI8tWqxjowcHq6tVSrMox5oNB0zrVdvzstDe7O27aVUnek8s0HabSJCPsuvkpnZ8lqQxVv8bKPdLcPFuXdoNJ1OfEyl+OHm3Oqrs/PokNFo+0imsvZh8N7Yr6aWp+E7s41CCmcCaDjKY96TGA8bFo/hCmvFa8swzMiIeTq1mrPncquru7soyd17EGEEf4BFRERERNqIhfvbhZWFQXx7JQX6EQNYDmlmQl3uDI7C1lOvRV48ZQKbBg3vXCO8Ps3prSBY9pTa4lB+AlnQpg91u/AxE5zm3lCZem7rOIDZwWD0AyRYP3MaC2MC0mXM8DZ52fILsONnIN7PQNpHn3fynAllUu7hwlai+mVoiPlPYeIM6nkwqMvlKRJZ1Hl4TftFHirvp9wL5fI653RX9rYd0ws0xkD0elGBgljAJKKSaVYJQd2F7WpWc8ttLoxKC5ox9WuLQDe+ymW2/CA91Ow83xkbV96Q6CgJsqVX1Q8/aJgSh84LCDNJPfjEunGqLZM/UNsvcBXY2iAnRpFvR/uoiSXu7qIKqNrbw/HifUODwx4PRqBJjO5LQTXBgR+/75uKCd5iExERERG5Ryzc3y6loBncI0Ja9AxoTdNQFlgswkR0u+HcOCL5ZBAYZ6jVbiZGJQWvXXBxrPR/Mo4OrUV6qBjnWn6ZQqKwTtmFrw8AXnM3m+vZXjX3AW2scjN7PKTw+/vT3LWtmsd7uDtk81M5u/DNhecEDD9brIfHQ9fnlSuGty9/KdqWE//ZstAoG/esLip/deV2f8kd9o0SRHFnpMbZ1UtsBcRyHg9I569wdw3wvu10j8AwDNPS/gWnAJ5CY+P2XDy73lw9s2wf7kVnG9Nrm56b0gnTxQJF0+8CuXjo/YrXthudLU/LCpVS5IXJO0Bj9sVI3e8xKyAK/tdCsHTSetTcFkTxnA4S1NOS6OzHtVOWuDvWwqvtfgt0SeXU9nqLXwnT7thVzb8yNGo0Tm931HYMi8d9p4pdo7HccAVrjBbu0MTglGx3aCRdlnlLBjt0To1cVEC8H0kfr/1WSmIOu5OaNx/C8MeW4FgyZh/7jAJq0untLRzX9nhwREREREQEIRbub5cIjrSx00fhEq+ByVNIJxPmcgcjLERzlGVst8s6NCnUgTEkOKB7EEsqdiGxItjtwocEOFP/kaZH/bqjuWcFLyvucfCe4341d1gCadAAUb2/l82F59BYloupMSo2ezkZ8OdAVAjug8cAbm3FtTCv9hskRuQ1LhWvds9Ibfpl3CDsXMC48oSyqDiLucRK7uteM+3QyogmyG1+zKhkXH/SJ1wRn+AQCQKFwDw05ryutnee60+6uyYABMEHrx8q9nG+8m8pV/jOqXdZ7lm5BY63oGMGFRiOxtTc9EVBNTcwPVDf1LZlvntgvYiIiIjIy4iF+9uFMRRAGF8OCUlEx95PCXe5f/PNSdEs2VX5hZ6HrI2Z0yOSqfePlMI/YVDrLKxJRlWWmJBFR5uWfaURlTS8TbfAu+LpaO6fe9bcoXBnK2YwCvj9pj4POY6XKgnzSNr6CboOCV3VvMCgNl7SrF2no7sfV/OMSVg6UDcGteMGPKhPNKK7uza/z5A0/UUD/y+gMXfMxFxlQ9SN12o+TkPT2W1rgayUDPG2i/xVBr5zuBcZXbWyvGXeS5sbRzINW4+85DsbdLRyztC+d2NIOqtIbHnmDU+WZQ7HIpOnNqzGkdnyluyUVbc6W2ac2l5FantmtvFAbR90BEBtP9+NGo2N6eBZhNs1o2mGoSizeQaGKXh1BhruMWBfr+pVQ/DyxKYch0cPbvfS+TbI9OnpzRTecrhNBtwrk4xk9hJFyJZpxZPIMg9ed3Pqxv5FJ65FRERE3jJi4f6WmQd/qlVQ/AtyuUOcs1CXe4xAvRaLwkM5gpD00VAJ9NYAWnUTfoBUTnW78CERznvvetQtUgC85m7uS3OfoHaQxij09/YcjCiBnGpU3H6pk3xCecJZv1Gydp9JNy+BESdg5Ucm5mNyWRRS7zAReXkQDpHwlGWkvKkWeNJ1ArvAC+3kG5WMxe2vmtkCup/htAevaftfmiA6HT9QRgodVB9NX4dyv622J0j8gdru0E1xarsRdlHu5HulUiZDl6JhApw1XYtR7Sx3K6njstxNhIZLwJcqDriMeXSyAu0DZFResPN3+qb+IJVSPX1mRUREREQeIxbub5nKdVSy5Q0JUJIHJhZRiJvXK8zKHHCugJgvuxBciS97jRLzr0nBqvLwYig9KpGmfMM9JMo5Lz5ljJLNqQ/Dgt5EB+3EuSUzo/g1ZOolBZ5nAp/a2/vhB6/X7R7o+cUIrbN6rTCOHqpCurme3PlP0Y7XgsXZzEhmy7sOseHCnmN3tM6aZ2lyMvO79Nh7ub7eaoF1ua83+j9heBjDWq1ALBlaTRW2dmdGM+m94++twXkqtNg10WhgQKt1u3O50tTGVmYknZ6cLAZLF8qJ5977gYFhzB1wfq5sHo2MpvcmP86zzifrUa02EPj8eZMbqHG9Si1OdB45yrjJfah4IUlmaG/Scnoxzhfu3w1jrdznncO9H4b2ytbCBWcq++47h+PDh60tiWRoCIbZD0wMfDMxYcr5LqEPqnF21nWaHNd+N9EiqpeHmR9G0+a1laSaxlqRKTIzhL4ueCLOufFQ6VfYexqSXl/3bxwTERH5g73ze0ksjcP41XpzjueAF0c8R+lcHARBIdHEMCSihBASQ8T2ohRCcC4MksjAI5te5NBEGwSLMBfpFEkweFHdDEk1U5SMOzOyN/0B8wfsX7Ds+75HzRzLc6x22e39XLav7x5/MY/Ped7ni8Fg4f6yibPg32NQ/yJHLxMMAw02uSl3Cgx5FHWrvZY1CXPQv9MwMncHBNh18IgZZUa0BY0S1ciK9bcBPXexT8/dSFHwXoXZ3G/WZYCYRVa5KPh6Le0FQW8iO1XUCE8zA1RigBsTPkvxZTius98n+r+Ap1lmvOW06/TjAmsak3H+G0EQFPW6EUgv61bZ2J1IejsGosa8RiU1Nl2R2ewWm6coqS+9rPOxkk3eBLrtUi08dNtv360pmkWftPYmowGO08C7Z/Bro+Ea21yzr1AhPAjVo0J4N3eInrKNdDAWkI9L81/Q9AAX+YqdAx9gXviMdhBB1v0lfzgwGAzmCcDC/SVDr6nzedXlmJzTcgTLgrWqu/3Q91P1nqr85cuoTMlSDyfAOTfz8ojM9UAsUNM2m2qm+kGJwfuL7+1gUvW+OmZQpMCh557q03M3VqvDw/l8oWC39+dyD0THgoVUKk9+Xq3X5dX63IdxtOr8WBrMi17P2Sio41P8ZLozEM75Lr4mSiWb7eZmcTGTcbtfWNodGODIaZ+ft4SYZcet0779xncdz8n5FhiNbncms7hoLoC7IuL5eVHto8bC3YT7z9aoez5jWh4vl2wksMbN7KfwnYZ+rZYgAoHFxXLZ5SqViuoDqg5s8saDG267ruW2S9l26Lbzod1iApjk518dVVQBCTZy12a94ISp37+gW72YB9tYrWDr3YRoA1u/DYZG3cD7z5xdFiOqpP/89E8wHiqdtm9NFkFVzeDe1wI1Z6xn4p/BFi7XytDqZBSfYcZgMJhHgYX7S8ZKeEC5ubyiFSAGlKTcCQ7W0BTZVitFL1gGNlSsyR7DBA7XqosgM5tQVmdyApK9NnJZbt64SZS46ttz/4nn4Sun13OKB7A2CbA+4Ggn9YXHx9MnqENkjoPzAcpeuV4YqR0pCQ0/JCaT/Pfxf0CUmKUngdMOP8KS0x4UNk12uU47xGTSaODHBFrkHmGWv/+h8zTb6EqfUV92aQkC31SGkbbStSpgmtRbbrvzB7ddMskTzFrjULk0OxVtZDY3b7XV6O+oy31Px1DwB7+VqDIf0YbD5k2woYE4QQ1GsKpmA2wEP28w6+56/DENDAaDwWDh/rKxRi/Lg6qPnhMZ3qs2GlWSco+Gp0Ge/KtPtiFOsXugbW4yLl/wjbw3513iqbKGCss3J3BDPZaM3OuSMEanW567ogdCcrnT02Ty5qZWe3hM5v24KXZ4OCneqLfij80apKsHX0+BgZ9a3s3kns51h7cWqGAQpN1Fl8vr/fLFHngBvjvwr43pdL2eyZhC08BpLyVFsVTSAad93Xcc7xZO7wL02mEc3eslycFB6LVfbIzmugl3YOxH3YHZ0K73KG8TSwvfg4fx0btLQCQdhOSXl0URBtCd6uvq7XsA4+qxltv+/ge3fQi57b+xx1H0mCiRqS1/ljbyvAmDhL7BUK+fHOvLyXwq9f3XxeoEDNLndpaHVeCLuKJ+8ynsNoYzXz6DLpkkueK8YMFLM7b4TQTCPQUK/ztT+BgMBoNRDhbuL5tj4QYY0D551qCylLsFGG9J0iO3EvKnn6QcuezzrCA7C+e52pS1uRuIA9CqbVNyXRLGlucu67W6C8fpQXiYJKt0n8r9JwMfR7UcJMP0WtqLAWSkiuBuxQKcX9lruSI4ThCkaLVIvtcc/999d46jqAvhCBWcI5NZrxEo07yij4jRdNz02klSozl7wGu3Er+wQdTdkiTfCV+6jCYGxw0076XN1OrbkacSdc7XmJ/arIKRABY+ctvhcN2m2w4LkeBdnjsb5fjxRkmNp1FSY6HGG5NTN9DBkTEqiJrcU/o3oFLKwFkaQ2wV9j9hMBgM5j6wcH/Z/MeFewULd+Ug4Q5euecS7ktLWLj3emAbbcK9ktJcPSTcjWm6KdxTxeVuwt3AxZrCPZu9V7jn1Vftwp1rCveUs024E03hfrtRLtYQ7qlO4V7avyvcIx3CPYWFOwaDwTwNWLi/bNwcnG2YZWQOVoJmqtyUu4G4Jv0g6Hrda2GTHP8OXIuSZhkDv6XczZOke0r+eKgmTel+3aZ5ZEMQZji4VbXYkTlWQmN8rV7/+L50LcFJU11J8hnq+WhaozknwVFmJN8PQBO5rHjVfwQtMUFbGEatlgQyBKRbmBAQ7MqeJpTs7yVxDL12k+mhxXZ6oxFOn9FfUt3m31rpD6hSH36JNJ0fkRqtQQl8kfztjttOcJvmpttebX0j4OzUc/BXl+5j86oIQqOBEh2k5UC7DHyiI7ynMTlVw8KjFxP8JKiSgt0yanC0BfbeXKH1pPrNU3YYYTAYzMsGC/eXDRbu8sHCXS5IuFfgEcb/o3D/mZj6QbhnHyncodf+eOF+0hDuec3ne4V76rc7bjvB7UjCveJsE+71pnBf+t4S7umGcM97PzeEe6wh3FNXSLjXm8I9lUXCfbYh3CvZSyzcMRgM5qnAwv2lc41qViZ7LZOgKPgvMf/A3fx2cuxrsFrB/FSKgSkLJc0y0mTSmc5QwMNM8MvgJ0VKv9trYSeSdPeTk3xfs5AEAYo0r6bb9Hp5wMAMyh48PjAj5aFRRbdO9wziHUwJMF1qhlEDCcyQrDMh1Pn9XwUEjOgTZtrsQIoWodNpNCxbk/ltaMdtWtNsI8kOJ85ePizZjcQW60CBFD95pNnku5W3TlCToGMJbrfALHaG2Wp0ezT99moJjmpMTx3SsK3cDUFf6+EvhDy535ydeltTU1TT6OkaiY1WXD4OtrQSFBqRAKvhQ0D/T9EbqGXeRR516b3BYDAYTN9g4f7SeZnCvYKF+z8j3Jf+x8J9aekJhHvlXLPeQ7inW8I99etVd+Febwr3iu4B4Y6i6V2F+9WtcE/Ta5Jwrwy1hHua2W0I92xDuKebwl19hYR7uincP15Jwt0nCffUr1i4YzAYzFOChftLx40K18cpmVVtMCyjVtd7LWvwQa9TJpA9Cg+oAhUO4gF5kpR7ZFYCxHGVxXiaQOme6l+6V6l9EP0+1dsVhiruIJ0R1uvBZPleS3vDcVKE58fG7ycix+8wBfCuQoBjbJ5mTUoH1/6LpHma2mGW1d9RFzkkT5bUb5lJmu7nWK+ByFA+s1oqNkdee485Bzx90RDIOv0F1a66m4Aj2swbNA/XpUuwa53d/Hfd9ttPHZyeKol2OD21KdqnaKoxOzVxW/PfHMGq0zXPVrNMojE5dQ59D2apApgHAUM8F+C9JbiQWWp2Lwus0jwaBoPBYB4GC/eXDhbuSni8cK9g4f7fFu6VUvZphDvw2hUI96Xewn1J/4BwbxXBSNwK949XXYR75WsX4b7fEO7alnDPPizcF5axcMdgMJgnBgv3l4524EtxQbX3arPXQomDA3D6zHZSk1dryJkEMIsley17fupY/J2YTGp8mV4LW2hHZm+G8vlCQckw9Z8NmTUPGEPzbvW419K7aLV1++VNKr83vJnrQ7gZjbTlY9mfPE0c1/pWNASxtXVzk0yen6/6Aq1Z9n0yMDAxEQoViy5XJFJ0to/reSIMBiPhDtsza4tvvK8W/vKLqdJKeckZXPddx/lAXz9/nplA7Zf4MXvoee1wLi2c70VSlYqNXDgtjAtMaO6sFgjU6wRhtSobXRUNjFUPPNu6lQjpF8kh7+WXucCDI6rqgU/stnN/JTWYEn+72tzKgOFGncO/rIH4qiYxXKm4IsXxxc1AIBptX1GtOhy6FZtNFD8Ls5k60bzkdGBt1VmODCZVN97FM7vbOAD/DjfzroDlqvKVL2NHs7msNUswGIm4XKK4uxsIWMG3nq+NOyMVf75UXl0cqxOGQG4j+DUymPeLhd0P4bR1lv39tOx3qcib37fO0mllrxIGg8FgeoGFO4YCXRCkTmYzi5RyD8nsI5+ip8HqItvIyvZmhFcDL88rdMyDfAAtYYcF53q9Mgc0YFoHV9aX5z79GM8dVOeA85oiuUMruty78LyUdL8S5oknEEY0nc3C7crP5bqjA5bUtKaIktqQfXVQYE2jXZrI/33maYtpk3lj/g3cLmpi0yXMrxmWnu23H4XgRoHXLhnRycqQZrVX9DvMbTJFnWSWby9LznYnUe4EROXha1rJBpuB9BZaitKjhnkx9Y0JdLjtUkENdNubn0O4mbPDKAdFNWo1/FMlxR5Iy2r0d3TgeG+foWDaPsBfqOE9AX9qnIXfWppxgJtZsMl9nVc00xiDwWAwcsDCHWM/CYKR5cEqrHTridFYLoMDp+PywjID1ri3qBL3g9IQ9d78bKB8ZVVS9NVkSzqtIf5JBDb9t2+9VrYzYIwtvgaeu5p98GDgj2i1Uw3PfbHWh4gzGOw5c9GfF1d2r2U/xU4MhnBYEMpiSnz3aygu86W9H6u1Xg+F3hbFhuv+aBv/R7RaaLzXA/wZBZx39c25TbLehxLO4BvfQXWrlpH7EXkGMrVa7RM76XsTLDgTS+WVvVKkIvrFyFLx7dXlLhvayuQCgYkJ6LMPDPTarBN3Ln696vheRl57+d2Vb+vsYa8djDWqCp7hcqnid30tHi7ygXraaOjMVrlrx55tYJsP5s+96yFLvX53w2rV6YxEksm98rfdWiYN7HPpPZ1oue3FTrcd/XXFu3oWQ0b5QGDM8xo58CpByGTgDa16YD24vwL999cCnZsypqPsqvM8ZXOBzY4zgehIbdKRAG58UizufgoThieIcmEwGAzmLli4Y+Zp2C2iKOVelJ1ynwUuXpJ0yI+6zrHQDLxQ0EBi4C2w8kJuv3yTEcoD/kevGMWFKtaG577bX1Y7SrzPQiN1ne1D99/CMAsgLl/WXT/NdFKaHkdXBV33Z6xdd3MW4Lw7QJG+RJLcV48LPmqOjsn/iDw5PE3Tm8yFMK6+QXNJG9dW2c+OC4fsp8dd2wR/wmoaT1jUqYWdnka0tkq9NkPXGqbIJ5Gv/SNT9E7DwF/RTNOd313gtkvB9PK+jw203Zapt9x2dVe3feXKx0n/wwEu1qyFZ3zS7azwiPdOYB52yzQ3g90y8/QFeqLJCmxyx2AwGMwzgIU7ZsC6qSTlXq3ClPuxTKOX4A5Ef/7825deC5sYop6iqFr4PheVrR4NxNqaSjU4eK0o92JAnrutclRV2Fen1UbDk14dMM0/y7tLcRcQk6/7hBmQLTB7Mv172wQxOrsNTPJS6bVnNPBobxO67ichjTcFXPehxCE70v+VPYR2wAqc96nwSCYeWhReF4oLJei9R0orK7qhxK9BzeohuxOP12LP6L8HArFaPL7DsqwmGAwWE0PAY19ZiVRI0W/b0yWK21fC7kEonrEHwnV3mogalebZm2TiO74/nTfnpdRgcubmN2FyqxaYAub5A29WLrexepQoRfz+vfLvwoezEWi2d6wxRPnqhjOxkvL7xY/C5FnM7Ybh8wba6ITktrtc5fLiYq4t9z4RWFz92HDb185GGm67IfoLe3m6AP4aKXq2ztxucFNhIJrxrZbLfr9K9HrPzmDePRr1+W7K0H93FrZmAyAw/+G6kJgBDyvfHIbG3G7iw2phhUy6QHDel5mPPvoTicFgMJhuYOGOUZhyp2losX2RafRK81NXNDKL4iHLYB5jRPepS4PGfRhNJnhNrMxn0ETy3E8pS6+FP3KNnEbZdyk6YVFhvdM8+hhvO8xJ/mfBHOfkHTnoQY1eR8MxO6sDnwEDYacpkCNXo7ZvCRdZVr/VXDIbpg/0bGc7yhPCcbP0B9MGwzBv1Wp1GfWjNCnp9CB972NDtP0xLrtEzDQpvG1Y+DN6M3PN97zHwvOC5hw0hgKrfOkNM9r1fTUQo9Qyet3guNPNhkHeREuEb2tgqDtnFuqcr1W+fjs91UBYmPcolj6TvWjcDRggeOEzWilqrqTCJiItjSGAn7cYuq459hV67XT6SXB/zEqEWjU1O49/7TAYDAbTHSzcMaDLhRpXuWyeM1mTkghCr7epsoWeIgShHRg99KqSM4WeAYEWo5bi4KBt/KLWa2GLAbcbjhIaGuoc9P4wxgmT90jlH962yD8L22De7nPoVJHhZYvsp9UOx61tnA6mIgWvZaTvQ6pWK8+zG0uDpchRYZKSHy26F4Kw26uhoCPiWllSO/6gMvVn01/AeSfqnD0Tq83+YmInpwWNV39TniFTM+dL+4nEq+9OdTa7vS0AdnYowJYlxkPsI3J+oxjq82g1z8fmquDR1zsHcCuPJws4Onr1KpFYApCA/eGv+m3v75pDdnPt5JdaLcbnRrjABGFFdnRfpOsxy87h1XYxoSunbPtO7/ofIUssx038YJ63Ua/PzXk8797NzLhcTsfhBl2zc1Fr5zUY6/TOuuNoeMYm7h1Ns5ZRLmxt29TopjYdvw0P22x7e9PTtdpES9S7wYim7aP9maRqQX8RqtmBYw7+ajCOUquOd0spV0o/zob4eSN8daeoPxzqcknl0hfZL3Y7tPPn5hwOeLhFN7TLxjJWq53f9XwfGnT5BwvroVidiM19c7yaEVWDe152yz7R/2uHwWAwmIfBwh3TTLkHTTL709XA6C3r5An3Vpb8hxjuvdQ52Ar90axoGqpUbq5sgir4jSDAFO+/4bmfmYrArtzTfeqvnKZJ3DQEku7QIlfUY38/Ye4bcmXhlqMtV/ZZmaI/oK70I9RG3gZJAkdcLQjAG2euqTgIotN0TNZYXQNnR6tp2sKy4NG7wiXcSuriucuQ3qn2CIdgruvo496KW+ogyL9uHkbV5irVsFlgLa00+b1wHMs2r897dXzPDS3QkS6oSZQzXxqn6A5nW0sEmG9oICty29v/U7jltg9nP91x2x1ou5nscmvC8TzjQVU1tqyZbvx6Zllpcuqp3oQKpXjai7r5xYqGhXGxOCtdFbm/3N/JDwwGg8HIAwt3zN/snV1rGlkYx692bkZHmAuLb8QLEQQHIo6iWxERI4gQUUR0L0yFENALFwxFF2rQeGHEBBsIhEIuYl4wBEouNDfBYFsbVmm6bdi92A+QD9BPsOxzZjQm3STOmOz7+V22x8k4M8KZ33nO/0HbLX+2vCA+VbbHDeShqBhUuXcZIVMo5LW70EL9xdb7cQOHaExdX4uQJJqM0HcDQKWywe46m83hEF5hA27UcWzdmdS5+/wdcO5ftkV/FEE60/26RWLu7DbnJpL2PE5nmvH690GRWyMngua0YwCZyq5Hf+Ss+7vWqu8BKwJCMZHOmbDKoUX2nSnXlJlqlf5oe6lWHx0hJX50hOS43Z7iuNwFFT8WaWuHH55atDTg0wqQ+cD+vhrw+7/QZ9UM1LgzhULBBSafdThUTihmf3B1kEPb3c56661F+w+Jg6Nd69laeT2+7Agvme4Lo9EwTLPZalks+bzFchbqr6+wzlsSh8LaXrPS6kBtD8TgK7vn7MzCNbMNiwzbGWvpeeypWa1WKm/a9pqvztl2ixosvdY5EPkOxud/CbY9v29bo7QqEs3IlxgqsoEOsv88tKZdQRVLWm0kYrE8fTo9vRqCfbqkSf+Tbyt1kIcsGWuPYcNhR08nBftunt6ht88d3GEwGAwG8yeBJ+4YRA3SIBpSgYXoMhlydxnBmd8MdGM0KyLjho14Y9iEP+ClRM1oUQdQiUQrsp1onLYikTiJcz/WteCjLd0EH0VcqCqctKxwynJiFsiADmoYQN7XHhINf51RLbSNPn4sDS0MvTbJSfKQcUMq5Su1H5HTU17hN+UwaQcd/+hTTK1sTVcatIk9UGzRhwa3gK0aCxTFt69F7QgOqYs7svlZWdNo50b9Ygxd6fEhGpVb94Gz7WZp6ebKE1pF4QP01SXqWlyTm6K5CvzT56+vFtsuqAC38GFWqIfB8DIZfyMgy537yS8s8YsyBGH9MQlfb5jkbj61ygvX/y4Gg8FgHh88cccg3qxtEmZJRCuo4IIkK9Zp4t0uqxdWyuqYCxCvzJ+ET45Jpw8qyC27lJgia5cLacFIxCHwrHic7Pqkzj3s6IdsRP7I7xMZS8OjMa0kP/sPiCPLx2Zhctk7NeVw9Msb6hdme+qsmRZzxe5CY5pn0+tFujG9H/u0G9FRb4SGfz6Y7/QQOhMG/768rNWen4MRL5TL4MaVzZCX5qnbLpE3vxfbYCxNe9GHlYfRKDpUPI7K3kGvq8JhEhh3NoIJO9bn1prG0m6qcXSaV1i2aFDt58vsxSC55S6mtC7f2kbdbk8k9vf9/mg0mZyZ+WNUvEbvZvYi0tRRQjKd8u9FZcvzN7y25sLtK7beHR2Abd9R1rTa0VfjbXsMJtbItsu0FyR/9BV0QCiVl+xbQ9Q55LnDv5Fag+6L/bnZPG2prp1rZ5a+eXLh0OlSKZQlQ9MMcwES30C9tr4dyPs46yTT25Xdt1D1ZbEV++fjK4IwGAwG8zDwxB2DQNtToa/SHzzeHRTB4OUlQpNHlrQ9ODh0Whw3cASqIA9KDsUUWaNNs0hZsiKbibKTO3f+qqXo9riBd7HNyfJ3xnUBXvYeHFovJPGgmJqomCt2H3qyLF/kqrTt0jWDiJqlR0eLUtZlXQrFwCA+GjeRN78X42CsXO7jKt0nbngqkBVtTRkxDgNyLOoP8hNBKxUm2Tr9elCU/lyX5fNbbhlGyigP13XWfFrSRf8wPdaoZNxDjGz7VVk6z03bPvpgHA6IbLtEQV9t05iVKWFtDOJ9Tt8Neh1PqVx851SCkMshFBL+SSn/nku94Q+nJyndr9z/vzPW8LQdg8Fg/nzwxB2DWHKEEkHCrouOG8iTbieIp7ntqJDJCcwrllyeHcKspsPPxg0dspz2Q970xmfhyTLQTnR7OxhMJD6viUsS1McpW4cI2s6En92QJdh4e0kkLJ49w/VsD+E4XGvVy+C+wlM1sBP3UUXFCy4m5D0KQnXGF6WBNQl7n7qXKY3D3S83vbuJWGx380OxHHdM9hUfzNLSLKByuAfE08xY0sPB7mX04VnnnxQL73TG41T5fdFvfLljUbxNXNq8VWWtf3LuDi/df7U0zpVjqljd2rQoctM2W7Xa77tcqDvp15DOObgNG7ajvCRR9wbKJy7VjYz0BfbNYcC/YVEQOVs9c8gUZq8eJKezXP7oX7SAHrd/DkUZdpbX9BdsuWiEAwaDl5W1ftyBfsUaZxyyK1uxBPGDZ7UcXYEqNdPScc+/gWT9u3eZjNut0TjYveJLdT4XDPq9XTicKx7ySjt5Ip/whLppFme3YzAYzJ8PnrhjeJQg4GJCq9yfqZAp1gmOMpmX/wjjd7WCq7lNZBUMo0J9Mm7gdbRaFH0hvKvrEN65izi7Ebxzj6lDkyZXvzFsgNdOKNYeGsbBULtQsBCUvJbHH6bvR+ivRG8CvKzrsQ77H0KloqhV2q7go+DhBYwuG+YFrUNpVHGdV/GW+xxkpRsMdw1EGw74pY/E8+wtN4GUdY1809M8nb25sKBS0QPbvlNqX7PtrKwy0Pce5bBAbEHVlfIF9A15mXuYn5Dzgyx3wmjk1wLOZZfcV82fNrl+ruiZ489sTUSnYwwGg8E8ADxxx/Aw2RZhjtGsoFmvfsHrMRN2tcx5X1rGCJO7l8gTB9XmuIFDpjTrmRaYvOzx8rihI5aW9vZgFhH7uSxuFs0799PI6iTO3RDYCuYTO6FjrkxYNM7w3KHHvp/f3WoaJnhxGDHjaJcj9ee5hjpS7cYfZRo1pblwpPu+ah3Oz2LzePfKsrCwNZb/OqaFZPL4eG/P77fZ7Jbf8p/eva7sBbr9dJwNL2juL9XSOB1MdK/o3+hAioz9k/es1ovHw7eW8rjj2z7av2uR5Ow2OlTrJx3OGwd3Jtu+0FZJcRQ8qlcy2/Fr/WaRbff7LQPb3mbmB7Z9no366K0G2PZdz/sys4L0vMbkLsv9pdhvxL7Nn/nJvaKZ+sbJtL2VjoV4pVCEQun0woLTeXjo2TrIvyKk9e3yucMR/slntO3nXhEpT6CrHRweg8FgMH8yeOKO4RFZ5a6Uo6LqqOCWneeQVZFXW8cNGxHWoqCNurjMFr6rq58WW3aCnPtTiX0S5z6jzUKC9Qv1Z5XYPzrAqWpyoRylh0Zy6EklV2+cUGTF5fHcT9JwxoeGSFp0bXzvz/8DT8gZg0GnG8XC140+5bnANM4FVVIZgoBUhFm6QfXvbhIL0Yzc3gUU71O+xWmHDWuDovRfdJk/2nb+3JBtH/1KtbLP3N0Mnr6WMwN9ryHTNC/tLXRg0Ig1rAxwtfc5tZqPqFGpjEbUXpUgfsyiRYXhvgrw8Y+3xoPBYDCYceCJO4YHVblPC69y154/D74iaJ9QR/1s7QvxKmFnBE9OF5aUFQtx1GkmBa0B8MzOer1BaO9oiIubSSDnvphLTOLcTUtpn18RSyx+OZxMR4O9ZUKeBtTbvN4zhB+wvw/K0l3dDNL3i7aq70FF89dxhs+ZcsZrs0veWl4af9yrMe6/qdr9b+cJ3CvXcXevWXm9udnpJBJ2u8dTDPUoKKpfcY6paofIHNN8PLqn8xt3UomYQl2hoSRd5pgHv/0HnM51w15xw2aJ7Sc2PcVMO+74ymnPxI+LHzZ3Y/tBBRSlH7vcV7b9ydC2w8bigW3ni3fm2ZovsmWP5cG2N8sy9zPQ9xrTsuFnr9HyA3Fq3wrx0n6BZYqrO59yuWDCWz05mZ01mQwGv18BZTIWeyggc82S68cfjJ2YmXhu92YY9811AAwGg8H8ieCJO2aIUpEQXuW+QC5CuITNKLSShZQpQc69UPbGDRyRVu7ARyIGgWsAPBSFsj2EZ8wPQc791aTOPaCGrYEQpjmxjm7L38FZx9QB7VXXnMkY6nu7NPDQovnrOFUU3eJaY75QQ0/7SQv6/+1MgWmP6lbVHd5lE4RUKpczguPgNeQy9R4eFQSsPil/ujvr5pkqI99RoAu+r1iVp2/JCnJQWfi9gm2XfBoUpQ+ZGtl26Ve2neYkObLtQ0nO905FKj0m1Q2W20hZjctyfyVp8FnuJMk3Jkb6XgaNEhZgbQdtckHZMqM2rBgMBoP5C8ATd8wQA6yX5xur84JMrUZTjcDuUfvJvLBpi2Z+vQXZLR7v3YUBX+NwfWlMQ9hiVEwvRrd7o2Um6p5zVlj1/ZCZ6FrswHyQlc8I+vrX0c+kD72xF2Z1dts9YYkKW/Cd2SSJWD1bdk08+0eg/aQh2Mz4tiGl16JJMVfuPvSku10LnHl2Y7FYx1oJ/Rxl3A7NOMP8n0EzE3a72lGlL1SM+FuXcBGOWq1IJBCgqELBMT9+M+qUJuwuRLdDZx5b7EDytlU/K9aOXcnbfwsO1hB9n90qHUmOGnWPXHlSUN0oRYGVlULf99nTgl6wds8X33YheXUroIinHc1mUylIKU3RNEWxg7NbIE+oLK1umAlF6mOoWwhzknzGHQ3QJYs5KFmkQxQDP/0p0kEp6Q3JNGEuWQM/u+FFlmV9vlIJdTczRmqUambZ/XNgowVZMpJ6REkJ6TCFwWAwmEcDT9wxQ9yUFxya4Cr3Pue2lYLbdTp0fnB4HTGJ2j6wx2ZJSFw+dECHanN/MogTgVNkAUTqhM5dQ0Y5516fJAyeB9pPQqyPWTLK+ZiYYWiI/XGTtTWkizob+GKFsUr9j7y7XhuH2ayH09CInLql090dBPNH0LULGNGqCrh2xaXOp73nDS9tqAyqydUlH5fechMkyV9zkjyvMH71xE2p3LSfP0n6x+v9U5+pVq/K5Q1XktxNRbh1lLyiMvjZa1SozzHiVK7kXywMBr5zquJ5j/tR9akG5BfBWsDzjEH0Wy4Gg8FgHgaeuGOGzLh9MB1IBQROSFbcamigWHkvNBLS2fZJJOa3YoplZDWp2Wy2iutMWmA2UznYoLoyI0YFPtGoDgMD5y66XGVKs1z7nGqYLZ5qYdjNRiTkDOOjWw2z3VqExjYPmhI75+eUq55F8759I6tsL99WQj0JyBqv13xnr1t2Scy+46mE1qIn/23vvjC/XFiPln2Bsw8ea8ouSTQspTr9IdSs9RiGFfSCi65aOqoMeT0lu0KiaG2cvVf+xMShK+ktkGShsK2kI5/s0+Z3rQ/ZbSruvvkomLilD7rUMb9ovPOsKqPX1nh4276agkKeVCqbbbfnB8VSCyTTDmV3wbZbUnS21mY5SR52G5RZeEymJSk40BzY9ieaeeY4+7GxD52EX2abhXONaQbyLiMR+N2aSyWfLwmdUvtUxfPCDFkypfe+OPtIKzoYDAaDEQqeuGNG9MVUuX/zjVWdhy6RyXHDBkyRacitNksj4waOMJFeEIIxdW3cwJvwfV0ZgSkfQ6ZIduDcteOG3kacC+YQ1R72JhqyrWuhQ0ibkwbUjIgPVCoqNBJ3GcawpO3rPFxxNcTXGL3/be8+K4vKq8YW1I3wSKRb0Io1Lrzai3ftISOfkJ5X2HTb922EUKnk8s4gKd2re3NLZBN5tdkgJvVSN19ob9j2601YR91TrT/Krmx7nKKveqfyB9KQBVgV4+9skVsZ02jTfOdUySnfOfWZyi9Ffx3+hFxo42QMBoPBPCJ44o4Zcb5agir3D26B1Sy+9wriRaznEjaPeaJZgYYuTxu7LsFSekrTW90l8rFVRlTt+Em0EwuavVk3KUY2P9E4D9ca34NzzwqTqTcJt30lOyEpVaLpyST0lIZlfJGUOdEohWpCb8FdhAfFy0epSKBWeDTrDu9SMytMVNmMgIA2S+zvOO8+d1e19r8T/QzrSre7NWWgSPtLOyDKD+yfSlb6LOCjuoX4fFjY/Z3SqNxwqcC12+z7cCOkkaqSYlwzd1QvsWy7nc2WSgeS/ZjV0wxAGMxXj69zPh3NZD2pI1hLgVh36uTaQzJFzg9sey7VQradHPwZ3ra3YA0K2XaqzZfLO+cZSudJSabNlpLXN8cd6KIQDazCPpRc7Ff6c5QhSSjJmTujGw0UThMKFQokeV5oZjuNp8RR42N2rjCDs2QwGAzmrwdP3DEjwoYquDTbVybvTs5lsAeOqCqFTjJJWRTGi0qWYWUoH6MlLs19gbSqc+Dc+4JT5nmekA7pDjh3iZjy5RFaOUrCTxgn7qIKX9dAg05FxfICb8Hd8HEhZiibfynvT35GtxM2HHIbGHk7G7kvH+Xfx4y2rQzR1kE5P1S0SxTGilwpE/y+yWOCfcLVgWtHGfh7hnvXpgyGYRRMR31IXYDd/hpW1hwczm4MfbUTRaMqDGw76p96u22nZVe/B3aQ5m6WWK/S3LXDwnm1n/uqf+icSpIZrnkDypZhRP60MBgMBvNI4Ik7ZoQzmYH2iYvZ43EDeRzsBqzr1+kVgepNw76BXoxBuqgXPI+8YH07R4RlazssonrEZFoLNRLTwWLvQuCZDTA5fSGLIhisVh2iFD+PyrBm6+TylxvRgn7Cac1FsuYtKfaDn7w+mXvSg/B8ywV01y37QbtH1zO4VY9n3dGDwvQOz75stizf519c7kIiuXKu7UqGBcrofyLkrGPFFU8zc9RhoFrZsC1CNv/bTspW9388+3xYMzCs0M0cXMdZl6xbC3nrl0e5A8vl5uuztV47eXs+5xP9kts9169WbbZczmLZMob20nHSdPPBnXEUTpQhI3c4m//z4Rw72oihmWWZfqZp2yFylkX/l17XOfit6PXx+HambssRBzFoEdVbdqK7Y9InmcPQlv034qCz5f3ZsGz69ht92D3n8+wGg/kjm3FPCV91YSXZ296SEq/y+a2tw0On0+HodivQLjmYf7m550tyh8JgMBjMXw6euGOuw0jtUIpbHDdsSNOYQNXkgotdl8DhiUyWcSmt4Pgi9+vKr+Gdu0VdEHxmQ5y8uKQmKlV3UE3Q0Hn1x0H7yQnQkBSXPqIwrj280h3Sbmi0KJL7M6w7XCtD+Spq5amio3tvMAwrNP59sLKu8jO9IYXKkAEv1FZdgGLE3waUyVk18sIeuXZohnXP6CnVslzO57ZITmn6DeSk/5E4VVEj240OR32VFQR/bRAEg2z7tZ8WynPnbTuKXx/e/mHUP1rIag9se9gQ4vYt5BWlQUzNsHPqU0WDD6ehKNSAiSCOBtkyGAwGg/lbwBN3zHXOdVuEOUE7BE48o75GzhzMpIVWOOupTD4YfNs9GTdwhCNdhT10L4vUkojpgsnUrB7kDhSBqNimjvpeBrWc9Honce4z8X6klJcodg7nZkVP93i+NcUPi5ufcvuXkcP+iug+rjf51uTqvffXLUd/hnWHa5V809sunhmtqcXEi0Rsa6NardVOTlwuZN7FXfa/B5N+ZnbZXZCtn3QpX2i1YrWp7YrEkWVxR7rl/1DdyxyfxJedYp47vWPljazHufb93FtLi3Pt63c2/50KO2TrGZ/HkwBsNq+313OEb75rTmlW3MxcwGtTJPKW1IY30ItfOyNk26OhVXuDyA9s+yCuRqOJxzMZkPhg29GWWjaM1m/AtscpaK77GxGz1P3N4ySy7bNuply1JvK5RKpeDcS1cNDluZ8q/mAwl9+RFossu7TEMF5vIvGKsKe8unjyUZ8iDAaDwYgBT9wx15mVhcCq2YTmkV+o6hDpbKWFbuZ8Qq6ITZaBtwOo7DWL7Uu6orXDmU3m3Lla48mcu17bBQX9VGKTnY8bejdhQxGqjXMSqZLrW/kwSFWby7tB1v1mh81HAkLO5e9HzUTVahRxjhJI/vk8U53LlPKPxhbEIw2Jqa10SBmdrO/shaqrpGEVChGUbNKHY9r+6g1dY3143SjqtvUKPVmWb3K5/AnFx6uC9CGzV7b9h5u2nSSHJfM717qnXqgCNLyWAijNnf9r87IALLNdX5YZdU5V8PtRtFo+W4YgdPLwv+LOYjAYzH8WPHHHXIdklVyVu8AAxgXn2ctpomOTzQoseTU9qxiJp3abW8ROv/PMBmh66TYjxhc/C69GkHPPrAtdDRii7/Umd+6asKvqj70IKkJrKxN8nMeZ7Ho3oNK9U8kyyYdVusPXcSZ78oF1/7E399jWHX1lh6G/16xENqWdTiKhUGxtIfMenUvL3CvPZk3/MPe+tBQOL7vjcYbpUsrMXuijx3ZpUXwfa1hSO5tbkQ+6vUyvn3axIldMFpbYFeZkO3NWkV6+zTc60q0vZ75e+m7Xrn/mis8dV1cvP+WmLRajce939s6vJZE1juNXxxtnRvDCcBzJCxEEBcUUO4qIpCDCiULEunALRLALAyVM0Ci7OEVFBUIIe2FWKAvhRdvNspH9WTRqt+Sci17AeQHnJZzfM6Obmq2jtnv+PZ9Lm3kcnZG+z/f5Pd+fJBDQt91rZJBfVSGTH/z4e7N4ZZstSG+A3HYKue2Ls+d5j6vZbXc4qlUzTNemWLfdMYImr8i6/xL1mKcExBQUslfDYNzLVdZAdXJs9AgM+/yfsH1Wr1IFRW8mXbPQDOz8D5cysiyX2+3j46Mg7aemMsen6vbqewwGg8H8ULBwx7TCVbnztsQpyQIYcbTol24H1tGzyTKERNLtwCfkQjcUyySZHtNa1hQkeO5mTbrbgc8ZxHMfFgZYD7Sn8Jx25MIPbKU7QW72Xy7/RKjuuluI2Pdx3dnuP2q/Uslw9i9Qkpo0blorcva85PF9USjU6i2JS7xXzyPnYEiP+JBW836Mn7Gm2KZRXwPEkdSjvOoylFwWULpg9Qn52hdicefeAaxBznYplTLXVPtE8BcRzVrlFmJUGW16TIaEQomEQBHtArLJbUfWPfqtQigN+UXBaXwUC482QQgERjHNFvPLZRENelSg3l0pgZBPGEyp5L4jcjUs+2fdSwwGg/kfgoU7phWRmBRMHJmCPCWMlrqHNorXv651O7CO3qEtlQREpcI/WUauojKjlqRx0863IoclaL19Twhi5o+9mqcQUO9OJASCyUlnT81XOYZV6fh6qShIbpyk09N9Cp1hVfnkc8xoIRjNGy3fW/EyqprIDRnfSUJXqFxry8Fgv9f1MpCNEojkci4XScZipVIyeXG0Y/60EaU/7Jbvwg5rsOa0tZV5/CiEQDBotTocd3fLy9Xq1tZtJWO6ZFKp5Ox84Tx2eUDu3cYhpP1NwNHH3lqVMGgN31HVh428kTAcle4PNL7xXOTFoYam9U6vI+DPeTJHs8nk+WPG53Y/X91RCUccH07Fpgvd7Cw0SXVVtc2PgdwZvPtAbzLzFl3h3PQ556/V3fbp6aBMq61UdLpkcu4yHrc70K0emq4Fy9rrypQgBR1XfXGtVQWvLQXLp5Mmo8CQvDg4dn+shaZVQYc/ao4JLPDKXu5UpXfWtFoPbNc2GGL38QdrDbvtGAwG8zeDhTumFa7KvYcOoD4ptFJn+G83RckyQC/9SZ2KOBR9SzXvuh3YSlkdgzcyifvIRG947rxnFy1Y2QaUE5rbQfoSoUp3HWuS874V3wL5s8gORwPSg1xXF4RCtVqpJJv87CNpnlRKtqnd/v3sQdCLRCKt5BBdE5fd0uCcyWhWJKfqux5b7LZxJzpR/s4GrqCPuq7s1rFXLrRS7nphuoHMUC/sY7iDGTSXmm7W5J59c1YqzsbALLatoQwJvZKHhtvOxcEgQhDBHmOte4ZsrI7pIeh/lX2DAnnNbiCRC+8kFfYVgnQp0FRcRdHcYNKF/nobYDAYDOaVwcId04rN4YYC14Trt2me7tr126SgZKx6+WrBJXrcAKrO7+924BNLVveBUZAwn/RmPqcDY+cTgrzptH/PPTzSj6ibyU2en1tSZs1ymf/CQju1wDuTuXQEJvlJeG3wmEWbwx8X1113pTbyPVx3FjY8PBeP7+8dzI0aS4lksnh0zngqD5NuWr1cDtgd6RFr0Av+e0j16g780LQc7HWoYg/KrCMOhyO8vLyspWnaXfnT42GYo6NkMpEo1F32iuvkZJuKBNasfW0jmJ52OkdG4MPSPs/8kS4lNR7sjPm2cvZvDDctdI6EUQwMM2pIlUo7q/ET7bNp5dC0zam4y9FvGcIym7jc+XSy22LfQ2fXO/+k5igFbnvMJKZ2G9sgWLf9puJpuO2NjSRLzrL2U6WgmzAUzj/HP7KDhbxhbbTCCCyG0uVYvGq1gYk/os1V3gqyhmSMjEetXpXKEZjc1MG+2ELBcxzoY/qLwWAwmFcHC3dMOyIor7YQJr610Aq2f+o6zbdYhkuWgRSNbgc246Bc8CZzkh5tPy2FioDN/XvuHnHPmp/FCVZlSrDI7LPGZZ/IhQrWuke9LAcIqXmikfidJea/q+vOcSfK0ZtQS875xhwTxD1Uk8cl76iPIrviFcr3W5ELZeCvq+mo5EQJRTt1X7sJkhSLJRK/OtwxLb0nhEKKEosJIssOfM5s0eGu7UR/EX0R77EdZw3SP5SHnfsZhIQ3FMNa+Cki09TutIGDEtfd9tZ0fs5tZ8vsm932n366oQrsVR5JJVTjK4/QJLTVBW9dqqwH6FipT2znVIN0X41+L3KFCPoIs0gkg08cMRgMBvMqYOGOaeduJSOw6Mg0z0A8q2N/1iLIKMs840qGVNbMW9gNZ+wltcWqPYG68dFKztaTgrBrM+C5MyZ/sKfTEG73OUQc7pnu+vLcl7SnJJmaNb6nTp19y9NhlTV3MjdqIIwkvW21Dm6RqxzaeOUglrjQXXCu+3dtdJp2qN9E3Q/xzN77g/uYsVBKQEk3YWRWTZ7KxuQWnau+AUO8HA6DNZ4eGQkivE4nKklvBn3soelQ+8tCJ3sCFK+n4XxHOAz168uR3VPw18c3PlU+ezIMw4xCHXuyVCoUYrG5OZLc24vH3W6KWg7At9nt8l9GpfJ6w+Hd3clJk4kgkrPG8x2y4jp9M1J7+escloeCVihLfzDd61KzF7G8bzN3VXs2K5RDRs+y9vBaemQwzBtXTZNuRdOgqCw9fUdNmo4IQ/L8D9MGVa677UNQns657ROpVKvbrrgbvy7qDOC2Z3yUFpXC623Wu+hGTGewzBpJX85Rg5WAXxxvJjPwCpj4nnjAMQ2B9NUoA9PeZHJnB0rG+vkRYDAYDOb1wcId005IFgWXrYcqd9Q/dYJ4J+P7z12u2EU+nlLZ7cBm7EoUeL3XWwfVhueukfRQUd+AotBV9uu5yxURCDfPEoX+wmkaNDK1uYyPV0Cl2GWbwyLXPSrj3cZ/IKwKrToq2UB9SYnFJ/ubJckcgDWeEX+SINyUHyzzFpDZGxIG2l8WbbMnSCQVzVsY4D3DdQNtJcVckvvKB8mW+gM30GsgV9zRW434HIJ4q8lRta7h5kJZRLLOGuUQyK7ZZD3tDshkh8oL1h4vSVfokbZEHlSWroGEJdTiVEOJmtz2YWG67rYvMnutbjtn3pea3Paw+pgNhjcQY7SdfaURUNMomR+GtR52JwpU4a/+oIcEg8FgMHzAwh3Tjmomp1sUTMVzfKvcaVcxO5Fyh/kqXPlaJAn1E7e37bnV3yI97jFYBO9/XZb35JUGbvIpg8AUX+69oPrmpliEva2eNecQzy+iGfla2bQ3AaXP0ajN1s8AHCr7jTmWNAhStw/ptdfwPfVryyub8/M6IlWKn5TLNtvgRn5XvGvLkSp9uHLrI+9HC/OJRKKYTCYhnN9gWEw+3ufz+T3PehxxHX3nbyOdDgbTaXX7y/4t9oR4/HifhAEuH6cWDYAuRcDQRXiL+UKh8Hsm4/tzHMz9SMRuDw048RkakqtUNpvXuqs+fHh8tFhSqWLx/v5P19WNM/TyDUanLdXWyqfxsVJxUZdMLDCuyQgnmFvQ653Ocll5e5GaMBSLeXKcsoae7s3QkF4YTF/F90uERVc0kq6bQKjutsNfZtKi+G1KZ7EUS5nP9vrger3Xux19LC1mk8n8TvQGCXe9XljTfjGVJiBLZv5+k1Igsx72PxzmjYJFXeJ8jz4NLalq6cgtzO5guHnf+syA/XsxGAwG84pg4Y55TkBsArNth2+EuEpoAiP1UtNk9HUBgqaRnddsDXYHJcwvQgfVHipsEDnlI7yV61kMNg8oClmk+xprV0O1E0NCK9cWUywezOwNslkfyLx/hU6qiGGZg3Xd2Wv74YbqCNjlFFjlm2CV7zAtQS+DMMW8B+d9THktcdNVeIseWnzxYxjiYLbFPjZ8HZBKUYvYbiehuns7FScL7DlJxkPvvrR5RCTSaLih8+SVuv0gvfBGYq6XpYupZsMeue0utnDeIr1vfkREImm9VP4BGp5ycwCF6IHk1iY09TasKMudS25HWe7oJ++kTurDXaojzdeAwWAwmL8dLNwxzwk/eLJZwZyDp6TTh3wFSEzf31Xxq3IHsUDTKFnm5qYXK7p8fGAxpDIRRy8n/fTT6fgOLCCsR8P9eO7nxWzWvB8Y4bv40MxQSOZaR0sLHs/IyCDV5DV6ZX7eMAHm/XatNshADYZn0qzrrstmPZ5y2ensZeljYKx2u/0GStFPXH/6PBkzGOMLCyWwyBOJoyJUwTejg9rsBigrpYUi8tWBCykMUSjkM2M+n29z3E3nKD+8RR+Nt15iWq8S2mrBdDm65cmUoPwcYuovzObx8UgXXTsM5wXT6uhtft4ykSpexDKbVCT0TLgPDYVCXq//dH8/m9Xp5ufHfG8izQchU9yazsUvUzoDUfydXLlpGPYNt32ddduPzJkbLfcHvb5W85+WWLf9/H7rnRfM++lpm017Ks7PgrdelG7SyyE5nG4NRD15SJdJJszX1ZkZ/VLNEX1IwaORLO5kIn1s68ZgMBjMdwQLd8xz5EItWG4JsbvbgQ3e0Ch/YkPdMSWjMySJCoR7saLlwisoEk4yYr55Nw2qYiNcXV+eOxfIcc60VxvzJUQfIi+TYXqJrX+OXBZmEz4M5NhgAz2BXPdjLqRbo+lt6ePV4cJgRKKI+qpeuF5HLAYTvc5n8UnL33IQDI/4DuE07QhFHyUbDHqIEAbSRG/zuw1htbvemZSQmpU5Ni39OdCdlKa5jHmCOBY7nvUntcnesY8wG7mubm5DJv/qthva3Xb0A2u47dy0EzVi5dx2s1jN7kiBH7rExNr4U6RShAYWiqrsB7X8kOAhDAaDwfQKFu6Y5/wI4b4KzV/+FcL9bCDhTkUvLiyWx0etdpAS659nHL6xYtEykTft7i4t9bbk0Bnkun+6v0crAn+7cB8OecEit9sDkQ/gxDexsgImep2HlWjL365uROxJjjW+eyv6ZqlVuK/yEe6osN27++Xa8wj+drI4avaMU2sdqsXBBnem04eHpZLFkkze33+6Ts80P2t6vc2WLp94pKwpvuNzRxqPcbPbrisW2t32PPwkdbrRGHLbh+BgoTBcXvFMoWEuPNeRGRVc4szaVbwu3FfjrHBfEv3KCfczKRbuGAwG8w8EC3dMJ7iy6jn+hcJuqJydlV7x72ovkyG7lyS7HdfMksINUdME2VMcDaIh3Xl/nCfWFKOs5+7vs7+mXKFAZipB0HS3Q7+NSl3lyquVyl6mO98CxJxEwrnuDPOORzbK/4wlhZaehK4GdcEO0evXfIu+vYqc8o96hM6c2N1ikzfTtPAhldK08NktUIiu6277KDQ9bY5oRY1Oj+tuO0nVRTsArWI5tx3tYGjY9yHhr5KF+jBfFCgUkguER+9MQEQNm9wujLCbW1DuzUrnjHkMBoPB/M1g4Y7pxI8Q7mdnfQj3s79BuLOe+wDCfQEU06sI94XSdxDu6DZg4d6RNuG+cMBfuAebhPslP+G+UKDffVO4r7YL90BDuBdWOwr3rPj2q3Bf+vWwLtxX24X7WWGsLty1deFe1Fxj4Y7BYDD/SLBwx3RiWBiB+PAeJLJXgRIx9pUdYu5eQq1GGoGme1mP96o34JweingacNJ9rD/pfgDhHCmC6lO6Q49NLi5E02c8TQPUGjOOBhp8FtACRXEF1ikosC4P3lL0349T8ZFWat6zjURRuLlU46LUfDOWarKokmRz0pG7HafsL05mVVSu0ZtUo+kUUKMQiet9ZxtF6Q04t51rdNrstr+QF0RL5gmUL3Mk3Rb9wr4yAukyKOnGQJggXQYNrfg64Fv+83UMBoPB/GCwcMd0Agv3J9YU+YX/uHBHawJYuH+l1irczxb6Fu6r3xLuoa/CPdtFuGfJSrtwR247q7Nb3PZhWbgu3MFt/yrch+hDTrhPFZ4J97Nnwr1gwsIdg8Fg/rFg4Y7pjJOahP/iMb6lAT/99FGCagquW1bzuyAWI4mx25NWXKORdDfSPUeaDyDdQ0ITkwJde/K1+WTPUBSqh0gRN6LBkheHZTJuFiCVDjpUCyLRhpgTm+fM5LOWnf8TvAo/CPY5drcmYor8TPtfiILpQE12RaMHhb09zAa9/GIvYbnMDmEw6MgsUVIedorSv6FIKbqOFOFT7raJdm1dY6P+qR3d9uZ2p43eqU+P71NIzZyYkqGyq19EW2xX10VirvcfFgaDwWB+IFi4YzqDhfsTryLcUS05Fu7/aJ4J99XvL9zP5rsI96Qv/qJwh+L0Tm67YLWTcE8+F+6XlYZwH+eE+9ll7z8sDAaDwfxAsHDHvIBK9CgVGC4zz/vFdEYvXHkkBPN/vAvx1uEy2SN0Nb08GPlGx/h25CG7Bxo9JndueuwNo7JFIZpvYrZys9bt0HaGhqwjm/tnWd3sA81VGvSMSqXVPj4asonEyji3NbBPhoedTr8fhQcmEmO+wBrvL/vboNTBu7L78Lw0gdryS49d1RvUtOd/QfquSm/4zDHjRTGZmljMzuc9yqg/EvTWbCGVnMeXUPP6q8em0dJRUreYKHkq27vpGVtIP9zpsa5FrlxjpdLZWdbw+D667fUuLQ23NC5Thar0W3NiVmdJpdaVovTMkurrQCFvhP4zNn82kS3m17/sem0q7tcp9wZWNkslnU5gyL/1+2s1bsi7u3XTxawFBrqFgX6BFmSq0Af6bWkWWpIZ80q/3aYaFnqvXKZEypIVzHvG0yODpJZiMBgM5ruDhTvmJcIQ6GyQ7vAPcz5kkpAs4+afLCMUMoxAUJKu9VT6PcJGX5w3eY08qbLNcPr03K81yJIUS3h2k32OQsEwKGWkohxIuCNQL3tkmOZJUU+rFV2YkX2hY6w7C7shNVHKyv9O/rtRiGiJjyzUQ2CgzdGqWEKxseY8Qd+cue61H0nXlW/quS2d8Kq3NTDzRP42Qzb3TGoQWopKzusmuUuSbln8EMrUjY5Jq5/U4a+vy2WiuttuWG1K5ReJVtlnLpV8qA+kEt6wK2Oo/n6cXR0TynL14BxjJddriwQMBvMXe+fXksgax/Gr9Wb+wVwYjiN6IYLgQOIoiiIiJoiwoojouXATQrCLFoylFprQujBpxRWEWPBCa8MIwovsZimqU1Gy7Z5ib84L6AWcV3A4z8w4WW2lY539A8/narHx2dEZ4ZnP83u+PwjkBwMn7pCHQIyg66czlT3rd6CEzogpPjhXQgN38xkZmZriuFln0S+rBMU9tepQOJvBJZkdlQxufHjnbhg7DqbAXr5iPjmciNZoxsdD+jkFxzVsB0tPqnIxm6PRbLbJhS2Hh+/yC9Fnml9rtXzn/anKSbDFWcJo6q2q6t/ssMN93F+fy+inzrfQlm3/Tettam/UwqF/Nk6BaU/yph0xmG9p8IdIpyudzzFra25uVnDtRxU2+nL+fk1vjiapC/v0xkaY45rBmcrU+HhXmF8TjVKh9vTcntO53spnddGXiPm629Z8tJC3tTaAbX+9SsaJSyDihde16SXqYt/Rte3Gy0uzcHMtLcVib9/Ognm7LXiwMC8MRHRs0609i2Ku5c+eXyJmQzpHbbVSYaciBYbMuQ3P0doLAoFAIP8jcOIOeQiEoICGQ5UDB5iwBK/C23oZKlynQ0F7o4ZJ1sT9hRejQU92TCd7/r07vHMHUfVCv3gbOTW8iKaUfEjIPj01bEBND1zo6apQBEGPnSc9BdxlSbdNWvdE7/6nKYQvDP9xf23G1XF8W7/YFeUKRXjvvWkZmHYZmzT4RaMOXsXEonjetTOPXNm0ekpZFGrJnXtWcvu+21et/qg/BL8IsA7VVN7ZUcGXpvO3L78iILY5FdEiC6BgXshzB7b9XHpZl5HS3IOf1d0lLQZfE5YVNpozQh9hvlwedDAGSJ1TIRAIBPJrAyfukAcx60A1+YfX7ehlvyNFtObCqVUxy10M3oReo6GolCIczp4NXJAD0Lo6f6s+zDpWBj0ziZ5zlxFbKWFwH2VVoH89basMK6ERZDdOgyryw8P8sMXyEgbD0sK2vsVxo63WMeWSsUugDxpN2n0Z7Xz1A+8eFrz7Sqx0NjX4Nf21AUsKU3WKjF1Nq1qpFF/S/rZVCx5/PKp4o+NjA5t2fqCzs1hMpUqlLBaOqwYL8aUHXfuLF66pgr/K63Ln3N+NLL7Aut2aOw9E5+f5fAtc0A8f6NXsVxbUr/cO4G27XShNfw1K03lZLp6lhrft0w5QMB9u0T3bHo3m84eHFvA8YW98Onjp5kX6wrnfZk2NfghzJv3u0iUYfKmTf28F/n2Ws2dfXQ8JgUAgkF8ZOHGHPAxfTf4B3R+8ieKOHmw2VZzoZAh0HOcV5EdZae5aJAfq751yzkxCcu4yd7aKMLgDvFlFx4eX0OfElVC+/IRieYk0kgV9dXg7S96phH4GDox54N3Fom8HdkHtyrmmvzJqtdFYUtawDeGbE0W5jyxRzCNl6feiVlNU12kruL0tskI81s+WNX7rVpLP0VW8cl8tOUGIKUtg78LikfH2Ab0gmGa3NF1E07PtqrWebVerpaEapky3d6qOCAqLC+G9LWVSuIGlzqmWvdpwvwcIBAKB/HDgxB3yMAixOTrq3Mgr+x0oAZKk10cV1ip+Qxb2YWysaANvsR64Bn4LmLnP5+qjYWeqeHK3SLgfbpayWRUpxxdG1+/Q75kf26GmRzlu1QY2bvY7+H4QhJjyBzlF4k3QP+V6Uo2LFkRDGjsx8O0l3mC2b7ja8GzWHZyn28V6kmelU5t1dA5VWafXGjF9AGc8l0N+8J/KHy724ADH9fpqtd2enn7zBkU5dJ+OkduleOXgfIGdiCKGQR99Ri6jr3b8/nbbakXR0VHMtl1ikiyLIPcba8PlAb4dW5l+kwor1m0ktZPxjs3fzZthGL1+cjIBarHsthJ1rnPfWN+YvzQGYu1mAth2mgRPUGpEvG3+MLB4yIa9STgt65OR7LlX3EZucNfr7TY/FE1TVGaBd/Duy5Iem9zgnIpV2zdmQW3QRnVlfdWRsDhBlnuWyYzJ/BlBIBAI5CcBJ+6Qh9GoX4Gw6bDJ3+9ACTOyDBweKidZ5sWLvBAgLi/NXYswwDPO0rbBM28kROduH84x6gg7KBIOowG5frZHGgnpefNppeNPr3QfV18I3x6H3s0feRYyxo/kdNe7oyqMDOGM+ncsmdHoMkajUolhfBcsSZK/x46VO8YJ2d+aVr1Elfg4JJ494Np37ujx2/BBMCbBbINrTpburyTHcUneB08rd/L5L69tuxQEIyJ2TxVs+5te99QRZEKvF4fCFonuUOPqoNiCVWE7FbdoSJ1TQeZ7t3MqBAKBQH4H4MQd8jAj5gV/EQTLTOsW+h0qotUy5arCaalS16v2/dFl7NZZBYaxcoyxdhzfBu77kFz+oc49jVTwmHXOSWMBRnaZjohW63JRpX1w8vtrAfyJle5mM8t24lv2lPMtsO71VzJzdvohevdOIUKuWDcsaKLpmGw3Yu8CZSbpGu/35p/MiMGtO38VD5T0y4v2tSvRszudNB0MXkTqBSKp06nVY27NvWHr92N2scC1k+0r62uwt2DUZiuVksC139Tjt1livm4X20C2Wzas9uVSJclGu7r8GsP8q51YzOHg5X0wGI8vAHXf+6tL9zVQ7dr2d6Cc57ZtX3sz17XtujHhQRLs4SjbsFYL1P+sU5ROxw9lNhzVG23w0cGjYqjgYdNajaES8E0mQKpkgl6OJ9Xf+X8IBAKB/LLAiTvkMSaUM0DKJXrVs/1gCb64VlayDN+XdBY4Y3nG2KDDwWrAj3fuLt0yiKsPoydCLMeQTBlXhdyWZ6h053VqXsiY51A9JTtnZxCiujNljOYjdXg41SoZwT/pnvDxfwigsxBRob6RRWy1e+aihsb0+q+4R9b6joRBdw5c+7440N4eSRqNj78hiUdM/LYI8BOig9R9le0jCAiAFFP59+b0M+puQbqEjjgWsox4204Rvac80bbz3VNv2/ao8kJoyKpQNaU0d2mFB5TOLL4S1njMSP26YJ4SOqdCIBAI5HcBTtwhj2FWe9Y3FFwt1u9AiTRyFNxXcK1j3cCBL1qtMW4dnXX6l+XMBf8wuOoBxQfu9XGp36F34Z375LDO3WzQ5S7sr50qx0l9iGgaEbc7yRTtqFDpHh+2XF7CbHYt4FSNRp0tay1GDbsS8DBmw7h6KZOrFErLwYa1JZj3v9ZWF6v6bTx+4HE9w8PHM2FwsToCLwdC+nfVmv395LS1mdhAuVGUviLJUqlQyOV0OpdrbEzuMo3Z5amXYqY1Grj28PrrYLFQeNy1py8r9ZPqlUOVQkf3bReFTxkg2++Y7ZHLiXrWtgi+Ucv6+vIyw7hcYiiMiEsXAIXpr4Ft/9sWKRC6y24Rvcbgubbt7Z5tf6FhjLZFUPHuXF+PRM7PRXFvxLdsKmDgU+sXFKFzg0L+c3zZZgWDcutBUDAfhVkyEAgE8lsBJ+6Qx4mqDhVOlb3fYT0YfRu4PFJOHPaSzgEyPlYxefNohIiD/0hGBX6PXZLvXTmkczcjWROvSBtylhXuYui2YrXS9eHL5XvoCFIoYk6pxIDu/wEN4jVS+hgt2GEBFDMps0ZGfpz+/8a8zkPElXkyhl0Jxd8iH9ANrKZUGo06eTfYDQw6Rl9UrQvDOVX7+u1+Q7nVX/VXQma6BW2T5XszebRqr/6zJMgp6maJDI90TcGNSu7cuEn48HXRtnMq043+wWk8KwzmVDVxXHqR6gYPtZrlburNrpLfpgFulTczcn6jEAgEAvklgBN3yOPMl46B124aB56kjnvyYCvedDFuHrgaAZkv5UcVqYRyR84cVvtyia/AV/1V2Ol36F1AC0s7qHO3k4Uhpu5ajXcq4msqWvuxADH4h7wNP0ho2ZpCU+9N34ysWU6V0D0gL8+ZQGTVsc5N28n8UfKJpfP3MaKZjy55cp/i5cDyZ9+io6VwJlr01UrD5Dv1BwKFM2OFZaPPrvsfRWOOst4MYezslAMf8yenRVO1htG8Z0+g6w66US1+iWyXyztxZsrrjUbn5dxeAn+YxzNMIXviN9n2rdycqtmohgKdXY/u4aE05kzy60d/cHV/bjalWvSHCrtJdv5uflCaPdj8FqzuW2fDjr/8/k5naelmrruLpQKxGkh9UdD27ewuqEOX/hhNlpdNdHN2NLXmD3WmXOIXPp98lV+2X83Ohud8xU7HJTy8JZP5/Huamw2Hg8WjzsJL8ws2U8rX6NSsJbzmC3Q8L2VXmUEgEAjkJwMn7pDHMQteW0b/1BcvyqAemk+WkVGOMGXcAP9LUC/PFhvwLO8dyXy/A78nKTh3K3nW78D72VXyodxNrCwnPucuB8YVFd9z09TN1X4ivKHl66H/R+vOo0FY45nyHWhe28OCNUi/MkAQ/UT0M2NGvETFWFYe62MY3U1uEXGiLayqj1B1Iil/E0QP/sNuktWuvufoNnDtfRYYDGD/chFsg+BR0Se4595rixBHpkb3u6v2BLnEOeG7joEh1Dd/SFL4Om/be0+dY3gIrIzxiwuve79UHFcJPQO4vVC3TQJ/x/Efhc9y/7FXCgKBQCDPA5y4Qx5H+9L757TC8t70cD3vXTz1KujG6Kt3d8cNwmX0s88CHDaelDHbf6FxZYBzn7WuFQr9Dr2LW3DunNVXmOp36H2ovZvLV+G5BOY/ig5dou6OVo6KjZaiSceWjezAX+9D8NZ9M1LrWvdC8n+S3yOadNTlPWc+4eXQtv8fX8NhDXOJQ6uDXqvVTKbT03we+PeC0cgwCyzLGszPFFkCSvnBcLpMxWg0lje/Bbbz706/FE21xsp7enq/mZjjNlRNR9u3VXwXCZW/8pbdk1liX4LcmH5D34fBzTKdze1icKVtVc3OOVaLJ9n6pwpw7Y9cbzazUzgp1uzN1Gj4r8ZM9ujTucutuf0F/GG+BHr8pLaoequYta+EAgwhCnIJT3I7b6qpura9koympQ/gShbyMbsVNLR1+PLAtovbSNLs1Ee9fQ28OueLFY68Qt4kywYCdjtow6qo+eqFzJIGJAQVAsEVFchyt9qPC4R36NsWAoFAID8ROHGH9GMMqEG+f+rAexDHdCfA6k3Ks9mUkjeMEVxeg07JuZP9DvweybkH+h14PxljFeTpWdCZp7QUNSCU0Gs2pSo9T70xH88tWncS9/Y7+KkYdEm8rJzB3ot12hIqFYaR5LaSohiCIMZkZQU9QhpJguEqxqxSqfxiWsH+FtzxTRL0GhZTBqgjIiNnted+EPUBFek2O+XL+YPUkbrvleb7zYohMGG0qq/cUuUSGsQF9LhYLs+Ry98L/A5OC6JctO03a2yS161O7cpeng1CFEAf4a5tl5YXCEIKhtcrowj/6HCpfieVzHez3CEQCATy+wEn7pB+pOPlcHh2fXu734ES5nnct69IWf0ZGdKX9dodFsVkbSoqZ06hcXkaGHDuVmbgGnwJdxL324Fzx4Zz7u5oPBBUzc3um0rM0IUpWnD+9Yg9hXJrtYuCZ9iC+R496261B0+yxoWnD/kwf8yDmHdvhqnsHJXrkeNi0edzOFQqjkskrNa/6LXVRq1W2yr+c3p6GvlYCvDgQJdLTCUzQKHfZCFJ3Pi7cXNTeE8gn/8MhigWq2C4xsoqTdNW1WECBYbd6liz23xFvz4SytbxzqcKk/N6l1zDWnaRywyzk81/DtpW/1Kthw//bPjz5TOGWHKlH3kacLtf7QBRvvKXlVM4/txapnYIz/i1KpfQuL07Wf8XoMe5sMq3la0nPbcFfhLY9oY9xY2Gbb5A+bZtr+dNgm2f9h0XjF7xOQ9hiUCkhqVQsGGjsfnVuwQ++IjbvblZqwltWO0l0FE1rTGbjTvvgtNA4r9x/BN6lby8swoAgUAgkN8FOHGH9EOrTgKlasGwfgf2yCkXgdlbMWb6HXiTGBCCHIrLbCc6r//MW0RKRg2+hAv3g3e+Hda5R3UhIdzcRg0dC8nDEkXBHU+S8efxoJJ1t6A20BTzWYbsxwgyRjAUxfcmlVqK3sZK2zGed0CXS2ziu0Ch34QBAv8GJpPwHkys1P4eFf0eC5J5YSDv8+WRsyA8p9YtmJ9FHaZl/L4A9juMqz/qr4QdC2C6bMoa739kTasrerFg3olOK7Pq747Cu7ad27u40wk3ifuE28Syx19V6XxeEnh3s8FbcqY7nFatNpnEb4g89QrB8HyWO8iEBNCLX58jxQgCgUAgPwk4cYf0YwRx+RoKZ7PJ3tut/T7UuZkmCspQ6v1nPD12yu3EqGVrZkmWDjQzO5OgJY7N5pVdGjLvxX1XCm6yWt69megxKMjY1CY5mVBYbZH4+fCK1z3xivpnMaFITMZCRx4ZaxQP4Z5g8AiJNVMW6yIZwnMLw5/bwGgMEy7PeS6H4+VyKBSJkGQxtrK4uLjvaAIsirnEa/4fzTXwmoTNFyNv88VXvfH3RYfw5mYTBfBvdzgw8GrV9wUcGgmFQlT5DO/sMrlzLztxebcjqXwMCOv5FK+HlmO2thX8l6p2jdQH6nHG63rs9tBoFrx4OT+DtQ/RjYTdthwpxJPs948R6QlPfHOm2HZYuITD90+gnju/uW1Wo8nlAgGfbx0NW94vRkJMbuz6dxD1xql3Pgc62r2iLuGKapAFPED6muvgFsZmlLsMPxzIijTOzDhA16dmkzzd3R0DZTI6z7fQSpsDT8WLviyeGXvyNwWBQCCQnwacuEP6k6Y+8rauX5/Im+BYE+jKf9QytlymkVOan10wMqui3WSQP7vvozn6Izp3jiblPGD00CBxoQmrw5QdbgAJMaTGgvqeJu97sEQIXADRuneedm5DgCAE8clYAtJ8CxSjY93S6ifQUvHCvmqKgCHLOF86/2x+vYdb/Yp61210CqraVXZ9lhjgUTWNdID15pPR+YWFCMU+cPu+JOrdknmOrt6IX++CIEolKmh+3raLZekSkm0PC7ZdeohIq48w8WzfkqFu/f0IMiGuQIEWsYtS79Qzqilkua+/UcrcQgKBQCCQXw04cYf0R+P5lABxjSQ5uJg+p6oWi+U9JaN+XKM5CznAm5Y35Wlnwy4+CabPPt9wzt2umE2sbnYG/2g9tJqF3W0bCIR3VAOvxp4wl2Rz2RkbUOQOWx5PPmUgCfcEgYe61n0rQu16fujkXaOZmGDZg1wu14kf4TgeAHo8FNqOnFy7dd9Ns36LFVu1p+BnZoR3hijqDAyzE58CQ2a8romJiWe0xuBs2andArU9E7NdOVLgarZtX2aUFM6cT/R57mTZePxjZMunSoQtf7a/nGTLU567KTL8bRIFvas+klXHW8Xc5AqpL+94b26LGEGQXC4UWly0WFDU5tsGth25HsTlxbu2fX/x3Q3bzu6WZ4LNlMLSpMn8LsFfXw2SY0LHbfB0gKKxGI5PgDr46MRXymf7F/ysrhaPA4T3R94GEAgEAnl+4MQdMgjjNChHQdG7zR0fBlFHQHPHBCarftylw1CQVkfLKo0HuEmSd4zDOfeI4ECHdO4gvI+y8QOoTnXyHjfu4FZTgiJvYoGnDdRjomvd+egcSs7Sx/8EH7ougd+sZb9FCUSvXzN4ktETMCA5EAazeh1S4zDpKWawknmj0WTiW5iCGwD165kHtmdoEA+Ig+H75PKXokTcfb4ERemSbVe92cQvb9l2Bseuo9d7cf9ptdj8l8+7Oe0OOIJElRdSI1ZpdeycuOoWzfvvFM1DIBAI5HcETtwh/7F3Pq1ppHEcP62X0RnwYHBU9CADgoLiH8wqIqKCCBFlEJuDVhDBHAwoRQWVmB5WMcEKQil4SEyKElg8pLmELKZNgoZk28ruIS9gX8C+gmWfZ0bzP9Ux2d22+3yOyTjRzAi/+Ty/5/ubBsz3GfRd6A8OJh04Rge6SEBmS/vXlSm6DcYUXT6Qppd/5jngVrtSBwezO/f6iRp0HW95cNdMtS1tr52YQUe09CRlnzldBlaP53jAmdZH25snHo3jKdrSMWDdPRnnkhhoXlPGh+/f0Lz/PnLZAlDlLAqgzu/n0J64PCo2/YPiTNCxQ7Af1hcQBs1LXdCgnn7XCFZ9oKvdbp3QMi+PxQ4OPJ5gcH4ePGnOO4M+z77G6rq7agOeVg5qvhPnErhF2i+dGc/BYex6uwrY1nsQymRY2+50kqTdQd2w7X1ne2TbQys0c1swp8wEwXUttFtCJa5iTkg5zj3bL18Btf6XyUSScD8KhuH4mvA9aJPpLVUDqmtN8wgEAoH4VkGFO2IaZIo6NHlK5aQDrzCoquAVS9cCp6fgUJUGLzIJr2ZCTsnszp1S4CDnQy9uTBqJ+RAuxTGjU1tc+oLuw4EHQTQ8j9dT4rP6/9tgEnxkZsGsqLuN1f9zzol15Uuwr4JFLA0qa6rpnjN1BCEUspKcx9tU76keul7wArxjrmpBvCnau7PwIZc42C0a0Lbfvn2hbYcv9fOv2/br11R5qe9d+M5odqp4nLAkkQgEbM6NF6TLPGFzEQKBQCD+M1DhjpiGRTrRA80yzebCwqRDxwwTpDHHazs9RQ5FqDUhbPl5PfOgzHFO/WAQBcWz2221cu1Vl9GHQUFWH017al8aivkwGB2qekHpbqxsaxKPUeV0eMPd7HV43ebaQFV+PunwaaBs4YHIa1pqZ6PzAvfnvX07GGU66UXfPbaFVUdSc4TvBn5u9sTRQtv4ztzwVrc39pIJdhrpwywWXfZwZC8QMJv9/mfPzOafK6md88R9l91lDWuOUm6zEYzY7ZmdpZTq3Hb9uyBfiBH11Lq5BUrwZ81mqRS+9rxKW/cjAXc6qs3+vuR176gMOvgn5mTPHQc7a2Dor6Ugbgo9IQNsJpItlPdxdyUazRaWXrmrSfAAKZPZ7akUXA/oPBM0dwa0jev3AoFAIBBfI6hwR0xHUamE7m6cVDEN7GxSNbee7QgJp0BWSM76mw0Qx3EOjwkjWOdu4c/P6txl2D4TGPJMUH2cKpdhB8p34ERZvuCx+v6KuCQp+hlsOIDh4fPK1OT5n98954RH1BzJaBC2InYKd3D7vWNO7yJThJVuxm0DBAL8Vkv6dcCEr9Emg7Ygg99dRNIR+2Ao8ehEt79YIKqGse2wOf3KtoO0R5FpJPArl5k3GDG4PTsVw9jvK1gIenlAoGc1BAKB+F5AhTtiOigcL4CmgvX16eNXyjV3Qc97l6pz0dCKpMmY5bUqEet0hdQlgQDr3BMzOHe72xQt+Ds+0srpIWPMj7rEjrJlhFZ7UF+YSduzgBPt7arNz6L+XmU3QjzmVFfobKuqjZOK+RP8iE1vqga6sWNcLsl3gkxG0w6HRoND0+68mPdn34v/aDXUJyVyoAlbbZOqWzk1dNgje77d5stoJxpttbxejyccxnR3C3cdZXXs7227BfNvsx3jK/WJZy98c4MBOEBzEPj8RxqM/b1oNj2eqyEJclnZsX9aHdn2ivvjyLaDMbuO+uDYmfb7C10g8H8ywEcwWdGqCQXWxM/AidJ/rqk0cFZuuTwYNJugui9sCbY9DgPalIpAIBDfC6hwR0wHyKwTi0Ejrnj6DYMy7Ah0kBTEHDW0B2xQBRU4znErJYaxzj01g3OXYyuMsozikUmHPkSZFAKrbeGb74SGcMSl+MjEc0Ol+shTXceKHzMfEUboCPDT67N//idgmEoFZ7uORDsIgmmqfSQx9aRemcQuKo1ce1YqJcmHM29skiORmQ+z3fX8d8Ka4u4ihwv3CECLDHwbwupN2x7HUqLePVEwOux0ZNv5YvWlwKcUkdHs1MLl7NQfSHIUUiPemeHbgEAgEIivF1S4I6ZEp6tUQGkbPT+fdOQYuS7Zf8nTR511TvmOycGHaJb38iRZ5KTOdTrWuVdmcO5zOmvg12dRnt/92THd7sQ70MmN4EvgtMUB0m54jM/GaMJTfS0t8KPmgEeTeKqWdFc4tP1Z/bq3nPWLje6T2oA4BN6d6z/qG2SOwqwGe3h/v1arVp3O+fnsyLSvnZA7qmSZnvwPllOuMhiqmhI5G9FoId9bUv+8vZ1M2u6NIRrSYWKQAtHrfm1hvtVw+wYEff1Zd06GWRORn9zBeWNWa0x7fx0cXdl2GbDte4Og8300O7LtMUboQ9seGVQZ2240B0sbjMCXU3R435eZb/P0zy7UwcGRrfiDnDZETisVvz+bXVqqKpPh/8ElRiAQiP8RqHBHTA1BQIsnEk067oqiwge9n3p30oE3cUvzIEnDoyhOOvAmj3PuYcaA8kWjSA7uFBUbjNPuKkluSwx3oVUBJqiGL1h7ypZ0SqFRBkE7P8SvrgDvPvXqybeLXGLAPyrX2FsDwgem3UOeK6avaGWSBBkYrVdYxD3l7pc2Qxyq1tRgaQoQFa+RYJTSrd+Duh33id+C37/hvxcqx5KcBQO2fZkZcwqC4W/Zdlbh88VCfLwQA9Pc4RQBeKO4R++JUg3gyhj40S8iEfZg/z0CgUAgvk1Q4Y6YGocjl+Px+n2KmrZnFrNuGLu8nNlNc8pI9/Q/FAraKs4xzpyi+v1CwcJTBgz3JGp/GTm1mlkDH4/fzxgMi9N+vhtg1lO3t9vhdbzKlQT1qNJ9GN7wbrZzFr5UHaobYotPVH7prPYNX2MznQYrE35zM+Cr11dXXa7ZPu7XzdyiDLPFrKurYSKEBz57G0ajXh+NGo1bW41GYDcUMVin+dRzsjhtTYRDH6sV47K+0O1uvQuebeD3b4WQyYYxxfnGesMMGsRyxqVmkIyAVPabp4utgpb0/tuoRds2mpye2vDym7G4GItpNCf9qFavXza+Nv2Gxyj2wlMuRdLXn9dmLfm2OejRQNs+t0jFEiGfqQXyZTpLrzMp+J4okOa+nnkLngpyuc1NsFF7dAIEAoFAfC+gwh3BATYtXcFBVpZJ0F/DM5KcescpLMA4950pkz4ugc4daslZnDscwAoTtQtC4ewi2qpkTiENzhpQM0aGnYMoGCjHc8L1xwr8m9hUR+MwE5D5o8bx2T/u14scdBwdiErqJjtKFCIWq9UkqVBMeul14pJDsjpy7XrxH1927UNJTdRiomB4PLPwJ+Juciob8AOvqoWfHgfAjMEwOD8V2vau2EfS18achnEnOz2VbxKtjH4GbxAn86cKUu9oM4RMQYwa53lC4b8ydRaBQCAQ/zKocEdwYH3dAjbNhULTV3rWSCnK53WrJJdebR1FBuctfu1u3cpNNkPn3p3RuYOK1rNrNPIKJtPKyqwS+vnG7pLRUjC+HhzFYpMO/hJyyoHvbr7KRXl5k1tzGIvN+o7ugoU1u58Fgl4P7ggwmwOBej0BppViU6+jfM0sYkU6Zignzuun5Hr/Z/OW1l8AorzXe/UqGNzdjUSsU+55ljOunQiRVbWxa/HnltOt4NpDrh38U22G1f3Q537vrRbo8iWBEoy/vfktAb3tBnvot75Zq9Xnex8afVx19Z1gbXu/D36nb/ecwb1IcSTLiy4g8QOtt1pg21umEtMmA237qmaj3+K9AadquUVgJu7c4qLBMUhJwb7mfH7pg8cznJRIj0AgEIhvEFS4IziAYTCtQirlUhMQTMT5lmLKgomFVgRBR69YGrrTIjwBDDM9wrnHyW2oK6XS2SU0RmwwSvURzfJj4pIVpoX5Hjv7WOawIb5x5d2lUpEozGEd5etlgVCR20LvSJJDstJ3ymM8xFVAY4xrZ5vVLXyjsKT64jTfpKqihrsSYCx8iUzcc9vChnR24KleLLg9xJa17fCX3VtBMHB6Kmvbr6ansssxMJm/cHkqOSYZjWDVC15ymbaAQCAQiG8JVLgjOEBR78B8IKMxEZven9sDXn2WN4/XucjzofVYIOY9M6ZWOHpriqo+wrnHIx/TaYvFaNRoZm1SpxwqkxksMoBm+cQjO91BbrintJXO87XtvlKTdD3hNtU5yqZRsd49l4MfuN+vDVbCitUY/e2Z97lFHeaKWQ2OhH0lQvqqv5oEoCFdG33bNi4tvW66qxsfNSvTC2gZZaMNiSTj2juMa99qVDy18OoDhzOd7an112Zw0aPz6UawBmYQ3NycIcNijkPQkH7Bs+TfAnWf0divn+DKtveAbT/QjG9caNtTx0sj276OG5iGecq1mqwBca8HbfIfmFNBA1/W7JnAc4Fen97KZBxPmCOKQCAQiK8JVLgjOKFSQamnFE1vpGGa+1sgLU3cOrVphRr8IbG0NunA28QvnfsshS6l+gmaTz6fWy/0deSYXQ3Vala6+dhO96uY7jf89uwZ8w8BsvlxXChkVS8bbA7jVjhdp68A0INC4KKM0DQS5KzVTqsrIpKYOrv0CpfigBRK4SwBOMI2Ldz+smt/LhnHroPGI3VNdd827BjhY7L54XDdk1unk0tWx7ZdLL45+Bfadtgyf922gz3iuJCJHMryX4lU7CmwVZGbaea3iD+onmzkLgKBQCC+PlDhjuBEMukHS/T9zMLUyl0ej2wZ31gKZuvdzXpf4Hm50vHzuhcpG8c6kor3TQVQuQdSXGevQqjk3vy8xVIozO7c5fFVt7PTeaO/ENSTs/fcsOjKyWAzx8/qC+JUjaZnfU/3MxePn56WSp8+5XKFQjarLQg2j7cj9TLtcmGYbuor/F8wNyfXURRWtA2f04ZVIpTKnHkFF8sWvb+Q7+S6L+bNm24lObBzUs+LMqq4QCfqH7e9F28tem2+8+JTs5RKXtPjN6Eol8t+uJuZ7+ot+fzystd9lLxZuM/NQYEfDoHBurysNvr+Q3D3+ukWF23DQ00mA8KQLJ2OWXB6Or7AFEXTRylz1/8mn29/qpKKODM9lSrSmpS3G33jzy9/cpKwTUYGUuaJTKWgffMm3zGrk198zEAgEAjEtw0q3BEcUUMTzgsR09d1RQUO2r75AuWkA28SxqG3XhIeTDrwNmPnHpjJucsUChiEzefj+KRDH8YGxD00oE/Q6Q7b5gfSHqNTPz29dWcgCKXyHfM/Y827QF0SHRCPfOb4R6EwBxHBfUqnoM0MEx29c/EHdV9UIxLcVnfG0IoNZVPMrj/wxS3g2idMDsNxtRq2mrNBMAnJ3e+EDLMDQc6e0ij8TXFzb6tc4hg1pjO2/fqvTke2Hea5X9l2g2qNORm07aejD+m6jIVffoq7DYFAIBBfM6hwR3DE7YbJMhunzETHqcDKkXaH52+dFTlNVLKfNoBzv/Diszp390zOXVYuv3qVzRYKqRS393sdLLn3qQfWJvgZ33D42PmklD3S2Ox0LPpu+umtO4Pd7vOBqPMXnQ407/7C1qY7UwspYvRwwVaMUzr53NQX+x9EJtPpMKxYHA5pugzi0DdSn8+arW7BnwVDShnP3jM33CXyyO6Ic/wfAXlvG9Lndd+ZoMu3+Aud92mzE7j2B/ra4XspFmk6ldrc9PO02lyuZd7BHc9vFu6g9RyjVw+AIC8AQd5ZNpc2ys+v/Rba9roXbD/OZoFtN5+ejn8FbXsN2HY9OLUxXRrZdtDJP1z5WOkWgLrP9dTkflwHflYcOlIlMD1AX/jrk5l8xLMmAoFAIL4FUOGO4AiGiUFHb1dc5jCV0YUHoJVU+iYdeJP/yLlfjmBVKmeu3EH/uJVJbclKpbO3y19B4Tvi9+B0FrFYxTY2Pz1xTKM6Bub9MvkcbDFQC7dJFSHhGu7zj1BWrBCkqKRswOL68j2CvnGpSZgR4YRhNs8OOVRtC1tMegt07U0lrvjyjQOWZZTK8d4Ar7B+7/qTTXIkMjHrAXoQwL4nudlEI7u07eAWuW3bpaOmeZOQuNT4BuKzoM38dElIjk62ABZj2ACdLth38qTBQwgEAoH4GkGFO4Ij8fgff1h4b7vh2PSFe/F0XZvldc5K3Gyx/dQEXnbhPYpzrBup+FkjCsqw2Zw7+IiNhha8/OysPJzVNc/FJe4K0+l+Ua8/ttMdfKLTn8wtxrp3P34cDv+RBnQqfpj8DZj39ItcLp/X69+86V5sepXbtVB41UA/H9qKRYzSyWT/VurM4qIO9rFjNht07LFYsn4aEmXWzjZb74Flh93s0U7uvbjdaghLPvLUbgUKmiNzc7BNnaYjH6teabcAFhuga//Td1p+cNQvfMkwVq+fncHViXz+xYu1UtJ++y8v6uK21UMyIyj4LdpO+9OfZOT51SnhbyWsbdfrc+JG48q263TDYS110bUA2768/OtxmNH4YA7skNgTtrq8rD+6bDoegJPNLcZdjlDqos2z6PPLW74NrssMCAQCgfj2QIU7gjMEASM3+px0tIFJJO9wjbwYCJegdyQf3B74MCUhfJczOvfxkNiWwMphYeE2MKKG0dci0aRDp2Fs3XkCwT8a1E1hCWC2ncBrj7veoTOeFwSVx6B/PHyrT/ufQyIhCBwXiYTC1wLjSEGPMUo31VXRQBVWcLkL70BhdfxM3R4JfLE0ONG1wwT8HWbLAUAqJcGI0/tuEAOxLmRVOF8sxO23ViwwIsR8H2Douvpm8s054RSwTfvXbTutOBawOTfz6pqEfQyMS0LMiATwJwRrkhlvcwQCgUB8W6DCHcEZVLhPCSjcf3nawv1FF57u3yncXy7/cn/hzjFaf2b+9cL9xVSF+3NuhfsvL75YuL98qHD/m73za0ksjeP41Xpz/sG5MPQc0YuDICgk/kFJDhGNIMKIcRDbi0oIwS4cUGILOlF6MUUTbRAMwlxkUxjB4EXNTSQ11dDEuru5uxe9gH0B8xL2Ocejqdmox3ZnZ/p9Lus5zznmCb7P9/k931/OfXUn3KcTNeH+VxvhXsp+BOEOAADwNADhDqggxEl6NNpT7kgCFePmcG+v0eYnsnQfJVWE3AVk6e6mVVwqQZKSKCrqkn20FJUq3eUUHpZ9HK1d77BJECc9BPuohGeWLAfaK+u5kotSYw4vEHmUk67VpiybFKUmLb2ROJNBkyQtF2jCS3qVIIidptvJFHUe4iN3iNJuEo+RNL9i+lP7c72cnyVu9EtMp2l5y3ulLD2H4zT90NkFG7nKLsjDvMSlxdny2+cUKSfzt3HbKYpQ3PYgPVIX7RXmQFkDeIkQVV01GbAlrtr3VmSDVE+ZlwAAAMC3DAh3QAUg3Lvk3xDupZI04X8q3P+Yle9Z52sI9xezRPYRhXumWbhnexTupVJXwj37ReHe6rbXhXsu+Etb4Z69E+5UXbi/A+EOAADwdADhDqggjv2MShdE3IZ1f1DRwEyigu851t1r+EXUKjWd9KiX7h610t1keitXaOzqe3zkZiyWqknOcdN91N3Uwequ+yl70NRp819lmrJZNrTLdJD4Ha9ml7eCbGikuRV+pQ+RDL/PGr1VH8PKHUDbg6JWCIKmtVq9nkJSXf3aqQUMs1g+0l6l8kbEt+gD0tfxNTYwE9yqnJYuGeVbD8XpV5gNbVquuwnjr2nLvZWAjzxUOqjO04fNS1hJtFc/ueS2157HjK3Lr7BUfx+gah3MlrTv5K9A1FlJqQUTAAAA8GQA4Q6oQKVwRwXf35hw35l9FOFeNck5jnks4V6d8OsI9yxbquYmtvLYwj2b/feFe6k74W5vFO7ZboR7Sa1wl932unBfrAn32TvhPkDVhHthFIQ7AADA0wKEO6CKFZOUb+KxPtihpg3oSJ6ke4hIp4HNGLADVtbf/Uj3pLok8jj2Ti5eCNKJjuLuC2BY9ayriL+0PIrSlsT7CzyHpizqDtSev+2HOONsqm0hauc1e0WqupHY4pbRZI9SefMAJpNWW83nlzhlX3GbXdR6GbCEfkzJSnfo0toU80CoTpm6VDT2nu6VPnHvffORPynrlHk61HSW1H7nttNNbvtLZRUQ0/1E+pSfjiiNWBt7pwIAAABPBhDugCqejnDP/m+Fe+n/Ityz2ax64V4qoMuzWRDuiBx91U647xfaCPeSB4Q7AADA0wOEO6AKgyHELWiGwpefHuxUcx87n0IdVB37oe1OIxsZGOCdoduiBi/4GzrGd4mZv0idox7xrHszrkJ5DwxUKtIHHRzccW+uqD4Mij4CH40Wi3O5/f3RyIig4kmaGRjAsJXMNmrU4xiKxVzpQ/2IoGplopYBo7HaHanaH6lSmZqaVoh2gWVzuDYcdXaSQd2dEGazHdHp7r1gFHzXF/5f0+kPH0qluTlRzOfXU8kzYWpx0W43fvFS4frAv6VDzahQY6ZC8KfNM0HAMOO9a8zxzeuIG41D3cLSO+u/ZQQ+bm9o3GWIL+n9nnRscGhOPOdSZwmer09iL9sio/PzDrQ6DAbPzmq/Mcc/6V+nP5TCOVG8SZ0JvFn6dn3lgJtF0+Q0L4KhzDTWeBMAAADgSQDCHVCJXislZ6zpe2nHYyZT6BqRC3Ua2IzkuetQcUBETe8fG+lB99SxUXWee+2Duthof2EmFKWTC6t3iETdVO2LOFZrjS/ifu1wPYXka4Ms844Md0hLf0SMjJPctr6pHudFmeclq3WbdHb1FfjIkJKUPlRyoaL0muvdgvRFEGw1857Nbltal7IGzKa1ym67ZJO/b3HbT2oROvQvDFOfcjGluO3iwmHdbXdSl/LeE3obr7bBbQcAAHiKgHAHVIJhozuiJla47sWINk9Lbd7Fwl2L926QPPeN22Iu5n3Vu+duMB8jz31o7nf3pKDqjCmGnURdqLv9B+96L9sLrdjtghDiimLYUSxq9b5432ap1HtfEDZSR7fhXLi0X6SXN8t9PN+jIVnmnTAYuhHOfWEQMtefltc8O8ViLBYO53K3t1dX0aggPHtmNt+3zZvxJTeWV9OuGB4e0sznV1MXgsDzhjYrP0HQh47S+zHZyg9en/kqi+bGueNCUv85/aIUlt32bWST3937AbcdrTWvifSC7LavclTmuey2LwqpyPk8PjekebGze5bhzeC2AwAAPEVAuAOqiRALyOwlezKieTkIO0aSnQY2Y8Ci6j33CcVz/6S0nOyZMuUqSSE6XE/bC23QK4XpnDbTT8l8I5LZW00jd9PRemAggFKMRkg9HdFJZzGqZjjLcd2G6TstAfq1knqps/ofzm5hmF3ug3xKWAqouWt1WgNjLFo3Lh2TuF+U3ui203duu/SdFqpTLvjrLwrPHCq9UwtZPfN/WKABAAAAXwEQ7oBqTImfxaEcm0/04h7zI7fopF8sttJTI6ZGz71n8Wwwl6N50TH34TS0okrx2O0rmdUdMRdesPozakrla2DY8MTWjgPVa6R//pRUuYxoxmyemtqMruZxVMi/MP+75/DTsNDLSuq7wy6MIKfd7/lbctoHB4ccRVfw828XmcyUXNXe6XJ+5ToUSRf2UcF6rnTr3n2Z8UkWfbuhyWQkUiyKYi63V7zZLaPSdrOx8T9hUXi57C7uS9Z5MZi6Fp43FKXzyU+K2y4G/c1u+5ZnPpZT3PaKfIk0kae44JDcdi5arsSbbgMAAAA8IUC4A6qZYvKoDNfFLvXkHk9V80ceajv5EHee+wOVxl/CSQXxOdQU5ye1pdVxbA1tL0gxOsNqS+WrTDFBOV9yT5e6VwutGhP10VoNLImhQJPOHUC/a+LMMHLaR5XQdVServPSHy02rMtl0jMTyRGyRY7+mmxQv/lwLbnFUktxLOpCeuHefwGPWp5KbX81GlxHt0Qi8ZZtxW0Xaa7ZbVfOLZQa3fZa79RCvXcqAAAA8CQB4Q6oxm6/CLg0DvHVei9aIr5k2duXWvb7elLgA0Zn9GYwPFQgXvl6rnOPY0nSPehAF4fOejbsJYxGn+kQpf3hsXzwk6kPxW23m0z69dM90eFK09ySr6MD3A1xzJc5jt7Qp3s48pf/PqIPSduKXBn9hDBXRmzRwFhk62jG6xqPOcQ9l/vd2GH0upxw+vg2YTCt8L7j7ZtI/q23iA+Jex76MrqZcApYG3d7oDJNkpFIOi2deD33hPRUWRCMTQMF0wZnPSqMi5pxNjhGlp3P7vT/oo2MbKVdUh9h92jU4pyu7QPYbGhSr1Tz7nG/t60wkoFvN2+SH/Ou8TmNuDc6dmFisEd5ZQAAAIBvExDuQB+cWdLIBnTTzk4DGxjAVqS6Yxzv1XNfNAVQ1fEcTqjx3AVTBHnuDpy29PKsTZDaWdkqX++3kjxpOddJli5LTPZ0PuCLSE07d3TVlqbn1hDZ587AtwfGLJEB+k29GatDx9IcGX0odv0+gmmbI+SMdJQ9o7Oi+JeHFmhGJqPV6nTV++Stx9R9Le2kbmol6cRP5EjT756RIWU/QHLbG56PJKvBQ+iw6hWjuO1SmrsHvbrI/0dp7s0TAQAAAE8OEO5AH2D8YXBfszB+YOtaHiHZw19so9rjoUikfenwQxjMJnINee4xNZ673Xx2veqKDY2nb2wqdL9EhbnQpwcdDu/MMqla/UvwfLk8RhcGcTz99iZQNvdSaPQgBvsUkyiT66ueebQv4PIeuV8F3qvbXvi2EEzU5Pahf+s1ctoL4zhy2r3IaV+PnkhO+zPe3sX6ZbFyTF5Gsm8LRdGB7+0Ex14elzMM3zbl3XiWPFw+Op+ddTj29mg6Gh3JtFbhDNsC/tcz46iM7AVL609Mvga3/ZltI7LlnXXMaWKK2648n8nk93sVt30jmnFWDfylyV/cp7OoUH8wv3ZRnm6YCAAAAHiSgHAH+mKbKyIzcKweNd0NBpNNqjFg2W7rjmtUPfchdZ47z9zIIdij6m1LE+VB6TIajVXb42bBfUglptuttqdrexKWZWvVCXbgR3RA/fbCt4OTiuo564xSlo5cbN0OctotTWnpHZB2K14ruxW47g1HfuEohNlyYc1X76TTabVMm0B4G7nKSgciNBov0VqSLvVPrbrt881uO0XVuroGG7qnTupn5NckXKL1PZ3mBgAAAL5PQLgDfeEbGXWFNd63v/m6F+E/moXtbaSwRJruNLSZvjx3g31kaQxJ95g3Emg+KNg1caxskxzt8dkt/0mlL/ezwtiur9wxtFvxs/uwPwO/EYx3ZqjNg7E3aHNBHC+kd7KfD/W2xPdX7z7lK9sutne5d9m3M6euImonGnPtuCNjgehx2dSt0y557cnJS3/+yDsrOsKDv7tv9JPlEV+l7d/LUMmQv0WsaW8M1wyx7NhYucwwzTE1djM1uRb52xsThzS37lD0rKkkXXLb895x2W2no8d1t91oMnHczIyIUj3dsttenXTYxkXOXYND4UGC3rY5/9vOuAAAAMD/ExDuQF+YsSsUIy7iAdNip6EN2ClK8hZZttPAViTPfVCt527HNogCuu0MfdJp6EOYsUvZ0ZZC4fsS7pJ0D6HTrshMxd/1b+A3YscoZPlWC6yR6WtdI6nvr8umz3RMhrhRpY5cYpx102OkrbeIc6n8ya3k4Ifx1/TLL2S2GJhh7bISC+8giHatCMxYVO+Rzy+gihfa0vKKSG57tQJ/ng417Aig/4ZaPA3d4LbbSEKeSiy900485rYMAAAA8O0Cwh3oC6PheNsbnptzry3Zu6/VNj5/7vdLae4vX3Ya2oxhcTjwS9gxtx/RCj0pNAmjwWk79Og0Mdfqga07R7YVo2EkGVq9DZdi+c8baovlq9jjmYnU2I43Nldgf12+mHi0cnSjoeKjjsnU8qoHHbXEdV7Pm9WPuwcWyvlot/ha8HwmsWnRB7iP76yvPezpi3GHZtzrGaXXQhsXx8mJhE+Idxm6MiVMvl/f/RzM7uhiYvhvz+qa/n1ywve8fXNdLJE8CAWt7KkYDuP5rdSBzdYaisTzm+9v/PmdD+Jg+O3ocupkQojfFckLE++XaU9adGj2PMHUxkQiXhX1RqcpoH3zZhwtQLzeVGpigpebIvicgV2rp4iMe9ajPUiO8AZIbgcAAAAQINyBPvGZCFSGq2OjvZmCJCk7jD0Wy0ieO6nec//hhxM5WdtrTak3oZN6Qg6Fp/XDnYZ2wkTRsmcc0z16YAjG2PR03XdfYK3aDeqRb/HfM8UkLSntKIECG2tGO6ojp7UblpHe3r4fflgxHXJHitcu4lv0geVLyxresmGV2u9qNDm8yO22i6qZYlKcV34uEe2hJFvc9pG62+5qcdvr3VOJ7F2ee5nK1vrhXlH97u0AAAD8w97ZvKaRxnH8tHOZN5iDxVGJh0EYcCDiKLoREVFhECqKiO5hUiEE9OCCYUkCMZh4aIIJJiCUggfzUgyB4CHxElzcNpEmJNtt6B72D8gf0L9g2WfGl2hemozafevzObYzD+pM4Def+T3fH+T/AyzcIUMyvUg395BMfK2saPecw7EF9vhZLLXaExVpG90i33XuivvcJfNJr84ADY2Has4B66Hwyvl+UY3NWbYpgRxM3HdAn19y676dOJaZsV2AraSKXyI8jG76xYoIvHvI53kHBlfFq9qjkqd5un/GXQ7yu/2T8PylGK19EnzvD/zWV9vaSmx87q06aTOufgyUiTonuvnw4tOVdBi49tCS35hs7Mmu3Zf/AFw7H77/PtQ5l9mzpeYrm3oeydh/8zVr5y53W5d3cfAnL3/1bzcW5hbifh/9knR7u7ZdZ+K5wlIE2PbxoN3TTBO3bDseAwW93R4Kcdy0rPtfhGnBU6rG55Cf7KH0Zp+4h0AgEMg3DizcIUPDEXagBm2Uwi2fDCMZRYZR0hwvAXaotp27oieFDi7aKivoj8q6oXuRAmqk2JAKXlAqeu8iEh450AQMhxr9UEwp3DxgfNeW0xOY2kjRxGC/2z8HSZ4Qp8yWPHG2g0VrpHZpTtHOijZ64Np/b+elS6795RdH2E5rUqq1dhAMhheJyfsOuiTzVCuU5o1aRTj6bgodmqUjcjz8HLbRFw7fa9txkuz884re0/6q2hynUfZYC4FAIJD/ObBwhwyN15HfqiIxiyAqmkzkctlA90GjcSwqK35/6Dr3tUHcsXPlJG8LZuIzn2n+6rGD78c07To+9VSQTAz3FRIDLtLB60idL3nswYWYtrQ2Wusuefcrhzu1SaTzn7e21XtzQXVl22b0vPcJafY44e7PRPkXMcaviCLLCsLS0vv3pRJum2m8jU0gVfW2zb/6MVQgJo9J0b3yYlHRrZNI1GpLS0bg2heA/t62Nb/o2sGtktjcP/RbQWd7JljdWk2XOdJxp0nGJaaBIG9YJEFO5c/OE6Bu79h/nWmZ/eQrbldAa7zdw7xk3Y52D77OmWjb9gk7CKjhuOfy347TWXsZMVbAV7XY10JRTgNtOwQCgUB6gYU7ZASUmT+AIPQpSnMHUJTkFdOE0p6VjnO3D+aOeZaSR7B6yCFiGOsqyWMPNYr1hjoYjilJ1q9i3SXCbIGJaC1dYW3GS6p1llMapP+3YSJTBKFS4XhnPmmLhtZPrdOb5IAfm2UZprMgaESnal907dKv9qn9tgLca0z6/mj4c6LYEeR4+daCJpRTWeUrawa2/bxnX4VOw7Vtuxk33th2jeZjW91v50AYUN9iEAgEAoHAwh0yClycPxZErj2sV5HCrdelNI0tD+lWJE6/03ldswdms3lvVuUdQFA7+ZPZIpYxNyjBpfBR4wY+KzRzYFBnMqKKunVDelE+WwhQuQqCVXBKqLsG3zj7ECif4M4LdOhjxHOkje0hExVL7lXk11CIpgkim+V5r/fpmUBfBZ33xRSfJblj4oymA4fUZ48nl6tUMMxsrlR2joqez9RhoFw4r//iAgHoj63Wj87gTtTrghCJHB1hgOuji+a6cF4HiekPnGFCl7macApi18EcWvs7z2ehzF3eviw6XTZL0xGPvTKBNJIXzX3C1bPgmG5ZvqoWcKNaclSgkF1u3yZj6FSdmP21UgWXwU6tEdEp+WFNp6vXZ2ePknPgocIYKRBupV8TAoFAIP9/YOEOGQm7ctP3utKe49a0yEGd++tBnbtXn5YzPrbp1GOHPkxYH5BTW+xGYvhKW3KzOVm1Jil68O77LwMqRpZgKG2jq7DB9E8cV6lYVq9X9uw0cgz6BFlXHTI+3NbOSm+DYTjeZD4QKXLQOvYZekUUKEqa1tv6yj5GfOTropooUwSvZeTjjT6Cu/cgVKVSt5vl/dQv+v6bwISet9+jmDGriuuz7VlK2mfRsu2XN8u13kAhSPWnM3boOwoCgUAg/0dg4Q4ZCZvChnkCKZ5eKpPP+/sx0M+75VlWKHx13kSIiu2Z481T9wClu8H7i0BV4shbK1P/RTdgyYp6s4U80ORxuz9w5h4yI31M58gWZj3JGBJLWme/inUHFawO5fVcvVAOnVKrOVvlR7MZwyqVXC4SaTYln31GpLKXwGg7UUVXcRDQqampZZeY3YzWiIIgBA6ba1Qkhx+9q6iBZQ9WLEdHVitFhUKCQBCbXMLtmFJ2i0iMoU6XGD0JLXmKyaTZHIsdHTWbNH3MhR+838Z0YfdmYX3Wf2Q3B7FKzjO7Hj12334x8wxF6/VAIJfDsKB5I9ecjdanvDf3kQF11dOhg9yP5nFsxuoLEFlH++8CXAFg26mkBTG3bbt840jyPhBIgqjSDGb1CHSC/+oXAAKBQCD/RWDhDhkJTs2vINw8rj5RFrOColrtHHCMm4qFr06zKZvj+P05H4+hQ1lcysKxUOvDlMhZWZObsS1CYaTOfaAaQk6Zlz7VV7PuEs9QL8mpTvGNjoRu0dDi+KmKBj3k/NcPM5kiSTJKf1LljUX8t7bb7vAa28O3GIamSXK4LnydZoUWjCB2tIVWyzD6R6bU6lAX0Wzn32fUW30xMDeMaTQdhZ/BPqqWu+NOWzg1+1RrQwGmjtDZnr+JaU29bduxftuuUrWWq6r3Fb9/gkAgEMg3AyzcISNh2kn7q8h4/COrSICbTKFQNfMaORQ0i8qE6phzOdSMY0jQt3Q36eNxxkwuYa0BsnBsB9GsYeAylWdVxiRIA//Nt84lBl+mhcEpnp36bZZ58Kl+BXnfy8Mu+CAmA7/MTgrrzabfXyolk2p1PC5lttjtRU9klQkJ6Q9ErbbJcdylW0LzXOImLeXJjOm88qkaxzJYJuEiwZLsZI0gQMB8KNRcPfBsXf9mr4KMoEzsrdqS3LHlSsWLi2Ze+FSrpVI8P2juje65w0VOnqSF1YPrGWQi9uP2tt+/u1urhb9wszjDCXGysOvLgfTGuCVZiiyl2cs7cf9jYQd3nE7bbMFgJmOzffZF2RfOm1/GZEiIRHrVFkPMIJ0/slRI8abvWycawmI9nbclkYmMuhQRaL4l8k1u99mZxxMEA4iTSR+TUpiyBIFAIJBvCFi4Q0YET0om0Y4Tjx3YD4pugDbhDMYpdu5jKD+McwdbahnJxWa0v94fF/I0vO1O9xh+OApJLln31ohOyboP8bmeiEZDkiqV0dh68dFLBrvGcXxNJREFepwkeWVvUySmUVE+NUoIYJlTxgOW/EMONe9nDqviW8ZVlUBEbzT0MKDkObPajl+XesmtNH0zl/QhEuxu+5WHtNVg/YHQIQN70olfV6sJ4grtf5y50gTatv32PFzJtreurVld6hlj27Xt2M8qVfjWchAIBAKB9AALd8iIuOKXtuPIG3vIpShc3WT6+D4+Fwwqd+7PTN6ucx8oHMZR27U1QLT59v55eOCaGw2zuwdJEAhj9+yfryj66vchWXeVPxf7U7buL7+idW/hdPI8y+7v7+5eXBz4i6WN7XfJH2PSxgPww9jt9pxHYg3ocdBtXngJVLlE7fgYqPMHmZxsH0cUCofyqU3fAVjGWroGS76NB5FgfA8YdnvyettWKhoPLnzNWeHTfoHdFC/bGnpAxgxOh5vcrL0MMSVbfGFu3NKw5VYpIZ1KOb9wjacXV1ybk0LeY1ODz2a3FVcPzzb5289Nz3SGFf1kLb9mB5W5Wl0qLS2JImq6qbSdz0WykPa3bTu1dCJ2/L6ubdstwLZXbcUlgW89Rugcy5MnXdvuY9ne5SAQCAQCuQUs3CEjI0VLIvKIuTeC42FW9Hbstezclfb2Pus6d4Wav4ODaMqB8EfsUC3qWZVHtsY4PaD772dacyL33yPIPBX4G6x7hxcakSzT6ypJi0sZQQ+zoN0BxzxIf/j6fcS0R3jJuKYS6BNS1A/Q6vQQ0xoXGBWLg6sqMYG9BRtAz9Hpx05z6MsMLg+wlT5bk3Dd+3JhDA3TgU7mjbEnfr2DnmwapbSilm3vfQJBu7Y9o8Z7QmoMxH5rQcm2D9fQD4FAIJBvAFi4Q0bGSmrVkkEspX2HolDIF+G1SMu5h5U2UXedu8/leuzY+/CKHyI5MNVSnRfcQww+4lnBuBH/OdhYzR9fLip9/LiDySkKTGkDBFZmbMX0BzLx/O8p6CT7nkods2VBEPIXFxceY7G09Wo7mUzONCrAwsdiC5nWqKGMugLU+YPEW8UrgsXfyKdVLL+BRa63X5VKwK+vgqWZ3XUhvU+wxylg2MOKbpeHQMMroKudSB/6PNcNMBn3bWPbeNBkzgjRZfpCiw+I81nhjunA55I9jmUqDdzf3CVER7st/Qbdokbkzsqr/nh8LtN45/fv7/N9rTTO5yQnhErXGLIX2yj5gG3vzBHWGRxitGvbPUvrYmuDrGzbfatx8JBksXymWHbQhn4IBAKBfDPAwh0yQs7k7l5PX2fvE+g6d1RZs8yNc0cY5rFD72dRfyJ3QldUA0r7Fov6slbSzBltRD9Uq0eH52S5PbQzbsz39EP/nTj0l+Qmuy83p0dkla6V0++fjBRTIxGhQmCRTzQLut1dSqP+nwrP0oyn+/kyWpwRnnIpDGiUtmoz8klxtZ+Jau5/SjLoNykwtQsc9RqrMrt3G+YvSar9nkKL02SnaJe4SQvKqI098UNd244gFPV4Bz4EAoFAILBwh4wSdt2WmUNsoU2Dom2MUw4jvjAxPl7OLv6gzLk/Mzh8n+fnwQAcf7//fCqoI+XfAtI+9v7Q7f5B6XNDF9Rx7jNaqhMZy6uzSUdY4be4B6d78vD9xrv5OILZPDSRSHj/vpaZDi9AFIxLPJda1cuBWYmLiPHVDfjODhDpfeB4z/+/eu9j5NPWhQ9gkeikCJJleMfQbyT60Rm8U7z7Mnuynvfb3mQmzPH5xszGlu9jueb44paDZz84vfxyanM3v20JIpn5ykwpEiiTV3f7anTesPuXM8G6MR40mxt/WP3lk6ur3gMWvfrLMl3SjoOXDI0kNVt3d6p/EKvDk9GQ1YK8Ni80jiIqrpW69AP63C2G1t6AB435+Y0NQehfEAKBQCCQe4GFO2SEmNCQHLHS1CssM1vO3aLNKnbuoMal/C1p+diB9zOGuoxS9zGGHzzeC/0lVmhKbq2uMvQw0fA3THcnbAJ/PGh0zldEGnZ6i3+gSzusj6oovNI27XOY3Zgn2KfsDJhGz4mLdks6gtioffahXnsvIeDyiF9kQv3bfS3z54S2PUHVZjwhe3+Dh2w7ShLtaJoMxUDbDoFAIJAnAgt3yAgxGehfkxOvQbNMQtkE1SnH1s44UrV8UOzcQeEuHErO3WpdXh5EmY8ZVg7XLFUkqC1xqWEKT8dkYOsIyPs9f54TRyHIDVduYWnjXXUPiPzr0LooOhyDTnn9KpgcvJzy3oNhJE8sT0JncIYdywnx/Gz3vVX7BjEvxCr2HVuROixzv1w90o+DOh08ye2GijYMySxYGkegsaYu3o2deaabnuLFemhNa0Hm4tXkdWSN+6U36OeHH7xh/WUgpH7zGonPv9toHqbcnd/gxrZPmOdv2fYsHdKCDcgLCzuvhAK07RAIBAJ5IrBwh4wUpyaEmcEo0dADrcIPck5I7nNQ505J7tJoHLTuDtN5cP5rzDJciPi0JiXL+wlsZ1SCXKcRmYgs8lut1SMMYPmPA0w7vWa0g3m9LSo4pTp7akBNim1Sb8E7HgktLhCOByLqwRVVHbQjaqTNBnduDxR9Sc+0bbuVIvsmzkrzU1u2HVNTt2x7S+CbcY9e0cAyCAQCgXzjwMIdMlIWr8qgbWFunNrklalzkttoBAd27kIF9ErYbNnsD4pPlnBOppOWibnxCl2YGiJdxnCVOFybsZiD4/bQ+mj08/dXy+WAFbdIi77xX0Qn3W6vd5AXC/8bTIbnYX75Epj2w3zR9nYcBMhULTM7+MGsQHCOR/P4DQaed4mf1ovWBXCq2rKzcTFb414Y7r4gAmJ8WYx+em8bD06MV+wb1kPa3bePQqebmuK4pbz6zcTEXvXdxqmgv+rU/5JtT0XX2rYdjwgd225wyrYd/PvCQnJ7dn2Qsb8QCAQC+WaBhTtkxHj1TeASY9p9pY3e54QUXj6Yc/9OpZLlqRYdcPAkSpblyBBMRT926Jdxsmk5pmaEMhWMiO3Gh5txnCAGfbHwv8ChJ2jKWOmadrXWw9Cs+6lTXfV6quvaG9oQneiT5L3cBPtMYDOqwt22eY1GGnkqLZXBfIz7jm1vzU+VbPtNKtCi/kPbtmO4cbj3OxAIBAL5BoGFO+Qv9s7nNY00jOOn9TLOCHOY4IySOQyCoKCYiFmDhNAEgrAhZRDTQzZCENKDAUWq4Eg0hzU0ISsEirCH6FoigeIhm8sSiTYtjTRNKrsH/4D9A/ZP2Pd1NDHGxN/bbff5HJt33qozh+985pnnGTKORCy3pMhVdzvbz7sYy7YcymFV94R2rOf0zbI5dHC1OjHRXxm4bubk+sxiUShfLFYqgxhtwnfxcyCCqoUy1qQvGu39m9xn3LtGHdky4bDJhLbN+P3xuMMxDJ3/VWE2E8TcnCgWk2z2TVotWewWUyQX3vh5f2fxwpfwdjztWm00KorJpNP5WgrZJalUSu8vULOr94P72JjZ6xDX3bvpABLmUm7jOs2erzZ3eES17Q5HsfjihYS2ikTOrt8tJm42MqOj48Vjp1qRsptyU7ZYWb6DG0O6PZFcyFQV9pAyfOZ6P/Nl2nwCAAAAXy8Q3IGhM0vhQaJThqNOC1sx3jj3jinsPhQlO3cf38fBiHFiutbnI6TRDNblY5yIMx9qUlUSmMEa1TRjViXl9jlI1ippNK7nf5bcL1ULzBtk2uV6ctx0/Rd6gZrhuv4ZeF4QGjNd8+p5YeXBC0VLbLKuekv4ZXK+adBpg3GOk9+rwFvFGPHOcx5etVu37Z47tt17Oz1V4/xCvfkBAACArxsI7sDQSZQ/oQmbk+lFR9ehSmblxrn3YarL5VwulapWz429NZFvMO6ddj2JRBShavXychCfjTZiYxsbSN9LHz/HE94hRXfzjC+2EwxGIqGQJDmdV1cT4v/Auz97ptNFo5XK2tqp++mL/ZppN5lyuY2NtzY6tleeXe3iF2i49o8f8/lUymQqlTK2d4sziXbXyTOky9fi7ux+3pOymDylt653ZdXdJWZzRSwWneguCtW25zK2XVb0Ni5X9LeK0f0Z2Xas6gN3bPt08cKZqVn4yf35mfjdTQEAAACgCyC4AyPAKPyGvOIkfdFpYSsN5+7ux7nr9Uolrjc29unckRNls7LR1us7LX0cLbde0/cppZodsGi+mTFCZFmNXCONvugb+uRb9+4cp9cLQpq01D27QvFa/YQ+oma7N+3fafkVYb7h2vHTiuIjF8iaiq23ggkpA/QfbdrUmFWn9RbsCrWaou5+Dv5mfuoUeUzdTm4lbm27mmyj8AEAAACgGyC4AyNgc/EXU0ihdh71Kr8bzv2qH+fu801NIaEqUclo96nuDl7KXyrZUf3z1ZXD0fsHuOX71VnXk3DYHpLU2awomh96AbJHxrwVitrfL5UkyW43SfvOo7p3H+Sz/gdBReaNivbi1dXHj2TGosAPGnI5dfBX23zsohzvxrR/96zm2qeT5Y8u2bXnctfXsVh71y5Xtq+4s05chC7l1Ne/xA4SLcNXdTpx2r2XQfdOFksuZ7OVy7efQ7btrkwE2fZI+JXLX5ZTP7btE7e23eZsVfgAAAAA0CUQ3IGRcFrTlram7tVdIjt3dX/OneflLh/+Fg/aPVreJ7tZmh60d4tZVZZbwajVquEmNblaWy72xt79CPUhH+B92v8cY8ScysgwBkNDk2PONDuCW7/W0xfV1Vy73I+n/mbAw4vNRJK1qtEzG8Sy5j2latMWSUcdNbYjydbNmm07q7p9l/Wh6akAAAAA0CsQ3IGR8KWCe6EwcHAPBnHGGkpwD+bxViMJ7sHgtxvcUQf14QR3b3NwLxQeD+66LoK79za4b209Ety3HgjuQQjuAAAAwCBAcAdGgpY40uDU9Uq/3mlpKwNFd45La3CH7w9Ch6H3DzJGEHLDEJy3By1xIZjPuO4e+9nBWtW0IcEfC3/WvTt+L+Alc9qUFr8+xglRdcrEDNZGNMYolQYDwxh7PhE63ihs1xrq4xcNSvT7x99auG0Eo1A8p/f4ez3ba72CduqfTKJf8vzdP1+qntRDu4akmk6Dljitve8Bth0AAAAYBhDcgZEAwb0GCu6FAt5sVMG97t2/2eBeKPQX3L3Nwb3QU3B/O2Bw33oguINtBwAAAAYGgjswIrTEOWqFHVK62jTm6ICRwg04+ozuXuKjYQkdnjbM9FRWcQe5Qc0g+b/BzX0Arr7h+pzr+ggJfo911jMjZorcYdxfUYCP8kX9BbND/lZP2TIWMi0Ien0/Nzs/qM5vIru95tp9jy2vcOesTS03rVFrXrLtZghouU16X2lCK1LKvJDlWi7oMrVf73qDbfttgZWZKDNWJf6LRWllyr1OEgYAAACAe0BwB0bEVx7cZVE+5OA+PaLgvvXNBfetoQT3UM21dx3cgw8Ed/NtcC9sPBrckW1vG9wLENwBAACAYQDBHRgZUX5BuVSL7rf9rLtkZZDo/t13i4KEDp/UJLleSyxuIAiSxFnsrO9RrE1wnLyZpPzcMmVzSOiITX2M1qhxuJQ5JF3CAmVsU/Tx5ZnjN/V7zI6BrFVTNbAr8+S+cEyd8PLMop6Z0B/Rr9AVJ282Scf0HUpTfPodgzwfVVK+ok/4djdpP6hYUm6cb1Hb2J9aJ+FSlKb+mkHmnm23KXHRFrbtxv4uYwAAAABoAYI7MDJQcC98xcF9awvnsSEFd3mzLxDcK50O/QJU2gb3UGFja3jBvdBbcC8MHtzv2fZ6cEe2HYI7AAAAMBwguAMj45mWM75TpFIb6Zi3xzIBre53/1s0BufaeuHtI/NEo3t+Dzo8f3Z+2eP/3GBsrFLJZtGE/VCpxLADdoYcH69U3O5q1ZIqFM4Cu4Nud5+xMa2OcFREvkj5d5w/V5VoBtCSFPG8Lm0Ef3XtLPovfrxM9HoShgiXmLk8ZxcWd1xpWzW4UQrnPAVpyRKyK5TVX9NOIXt1UlwXxUolGtXptD2eca84U16YfxXM5yKmUGop/+uHz1c/irXBVA8dUhHZxbStlCss2RWH1Xf+lbjo8GrvVlZpvRPlXVsgHLFYFMrME/+5KHq9zZOuymWbzeOxo9xudSaLYoUwj9f+Xef9nTUE8oWl1JJECudxkTB/YwOyAAAAgC8FBHdghET5ReQcIxq69/rehnM/6k9Wlik0gRUZ7oMmC9ozLHtYawsvMANs0kCl0tT63WDrPoTt2uPgjNRT+pVG9sgyy+QT4Zg9V832fhKGxjS/otpj3glPyGrTUwGMR0MaPjBHeh/Xd1EPwW1STw24FRFGUpNCtpNrX+WyN600JzW7qA9+m1dSiTj1Ar2mgSlsuShj6wKKavSZd9Kz3G3q193Y9iWw7QAAAMBQgeAOjJBn2nX/NjLfEevTXnVvw7lP9efcdTpf8i/JnpLC2YueC3UaeL0zK/to2n6hkLYaE31X3ciYzaure/5qPoSse8Z2UB70rde2jI2bkXn/YXU67nP7he3087wku/dILpxXq4PPXZ/mX7AHZf3lTKLvn6Ujonh56fMdsCxLu1yuTGASO/awp6CsSfaUIlfNpLeF3St3cmVNXK3MOQivTjcu6+qeWE242Y/Wv/JhjxKp81yV/LCYvBR/wNr+oUO83nLZZZ3MS5LdLklPPpwnp1cdOm2LEveKPvZlYNJjQp92w/kiWaxUmrYc84os22zbf3A0Pr3Oe86+qtt2g3AKth0AAAAYKhDcgZEyTc1jC9q/c1/u17kneLKAlepLts+Sacwq59zCbUHONG6+5y9wn3K9IjqvZqi+BXM3mIkJFYWqyDPqWnOcG5Rk2rDN7FInqs1+K8m7gONUqt/1uwzD/EKSZF7Z6DXfYFmzZdhh9vSbvTccuovIXzAGzfLNtlbhoNOWBEFRZO3RB65sdwnGtueV4PTMm3q5/CR93PKSxhghMsxDtv0nJlC37W+Ylf4uXQAAAAB4AAjuwEjR6rBzVyDnftxpaSsN5x4OLCYcnRbfR6udWNmvLimWIobYirfPxpC4ON1fq3SPlGLstHdAearTieKe/1AK2U2e56Oy7pgxWb3PVcTpeNG9lxWc+5kpCQVRi2VpqVDweMLhUimIQEbcNT+P3Dhi81JmWuwcN4nEbH21UT548RhvZbXiTfP5cDiXKyAsCHsqpQhkMplPwtPsnttYTNxYdnNLVXnX6LwrPn/siW0KV6mjQvmNzHaWKsZX56K6x7b0+WIxtdrjCaFgbUvv+hNipc0B4uVFzJpHG6dC0lvBX4w7HE1V99i2LwbOCgUs7J3O4j3bXgLbDgAAAIwMCO7AiGk49/lOC+8jO3eL8kV/TQ0r3LYGd5ex0b5BzOcFe6jEle40E++/MfwtZUounH89ausuoyU4lZ7N0k7yunC3urwGMuIknk2KMapkJrroxRPl1+urT2vHZoX3eCuN3IDlHhr0tx3mD1avinNDeHKBm+hk6cxNufwhucMauY5vDuj1jZb6uM3/AdX+k6ypWPp5bU2o8DNzwt29acS2/bMSX1aoggqN1Lpn2/HjBbDtAAAAwGiA4A6MGN3c77RVkZKqCyedlrYSnTvZtZos9kOSne4j42rN/OaO1aOILFvp00rfeVEU9eU0ugNYDqadp4MXzMzN+Ywv6UOTxRKc2nft/ZjQDeFu4GGQeifmRG4izs+sbCbL7B9PP9N/W9Oa68lDHD6VCI8Ha/Jg8HmdzG/kVid+/vWv+upA7Vh1fhlvJdUSrQaRtn6iaXoBufjfNzc313men+ZQpxfCbB5IQq9OG3/MClabJrCxLFmWTNfW+ad7ySI/IUbrPV3aMVZZOzhwuQKBZVRW8/o1/fLCPRufu3dJaXWzRnbe+nxyWVJEJsmnRyuznKNpW21lbWHRuhVctttNJpo2GicmzPV7HLNOT/1tPQua7EumffrAiO5Pxgf6ogAAAADQBgjuwMjhmQ8ozYXphU4L77Oup9HoSezc+6qG1hG7NK6AVmsuBhG9qNKdxLNJX6v3BmlS08BL+JlArf7+tTrGrv97ZnacEFVGao85preRHD+78eHDBrv3T/RxXeIP4Re7ZZqnWPlkYJZQ+/UFaqbjLzjOzQpCoyhdrV5k402i/BYzoaLe10vmlzXbVGtrGi03S7+p2Xb0gjHDEE3frHZOa7ZdKsyDbf+nvfNpTRsO4/gOW7oRE8GDQ43oQYSAGROjKBURUUEKE0VEd0hXGII9OOgYczCL2oMrVpxQkEEP1nZ0FIqH6qV0tNss21j3p+yyF7AXsJewX6J2bdWm1Va28XyuPvkZo4fHT558fwAAAMAlAY07cOngqoSliiWjK751sdKT4I59ckNw7s1BnLtGc59dD77FTKmVZeXuwHsRGY1abSFvRpLcNv3Ntz+sItdoVKpdpilY95qZsGySzsHvB5wLjRqf9dxT2dln2njciUx4mh9PLxSQG0eUrW95V45AaSq9GvJDXrfrKKo+ERaO/VQo8EuVSvyiSK9rWVaFwBEDpMV0Y9SnGaXvV9i6YjO/Qg3yGzMxsZrb4rJsyBM7zW3rZycbXln9ba1mMt2+bbHkcvv7oVBHlP8hdlCqLFh+2t6kkpjZklfScdZz9Esx2vd9mfp0FCXJvHwgW2AYlaoz287b9g3LWtu2v2OegW0HAAAALglo3IERwKJhGd65Z8QKu/FoHwvOPTyYc792jREG5QOSDD3gAi0mldOCULUMNzDfQZiHFqx7QLIhTwxzP2Ao+Cl1mm7NuG8Yyrwr54NgXrdiV/oRbdcRxKIuIxxboLf4pY5K6Aslhn8kF2Q2BR/xw2OmwrrJnludHgeNpCsLnZsL/FC6Vtu70KH6ovspxMFg2LRMKb1/4nW9tiT8iNGmrIqHaEeuE7b9gfAYBG/bL+RBCAAAAADoCTTuwAjQsyXBudvO79zVeqfg3Gsrn5g+PdfpzHpKOWFQ/mG+4hQr7o8jlPgYtkrQwPxzy3dmqP8APCiuBll3X5B6eXv8yaO39QXfpHbgOwJDwCtxh4OX4ypVNsurcp59jhfn/dnvFGqzdrtwLNqnVLDrF6LXj6DX7+5WKnlv2WqzRaMoE+f2c0s+mIvsxln77Km3Pm7q7zGRzYy1an6QMmHjVmswyHEs2yvhPbur3Jyom2uBcdPtqqwQSbMoEObI6zEto3u/8jX6FHvx8lHQvx9XHRwmybRt+zjYdgAAAGAEQOMOjISWc08N7txROEzXzPEZCWnDgkpd1nVtfnkeDlQZA7+PZkCyR17I5kV6vEQS7WQUaw/JC/B/LGhap6u3g9f5fWcXZeuk6wy5NxrcTs4YltvHBQwGkuxXuksvGFoD8AGJRU53xdOg0XeiFZczrvhKTh576Y9tl4BtBwAAAC4baNyBkaBH0Y47WNK8kjt3toxxNuGbUDzFpqyPuYEa5tgsk9uwPcVqOxOrJcfAQynGmCvhz6PdNJM71ryPc4j3jiJo1Af2xEe/dw6dW9RcXfqVKTKs8QLmcP4HNCxL0z7f/Hy5vLPzamocM9sW3Zv+D40El7U7YqebfTwuzc14P1uriifYC4V5Xlb8kEjYe/x41EaO8WcM5R1FAHuqsHhnGglX6NhOvR4usvptiYhOYSmb1Zv/uGU/vNtiNNK011ulUslAwOKu5NIuhxpsOwAAAHCZQOMOjIihnLuf4o3owM7diBcIPiwkSvnE075PY5cuC4rcRry7qLF0jvQK54aiGRVhZfoiBuj/B4xSqVxOEG1hjqgSTTl3xjROB52TLUpa9zKSlFWZw2O9C/V4RGltD84rqGaPOyl2skmZW18PET5p2+VySdu2f5OHwLYDAAAAlw407sCIiCXWFTXk3KtMWqz0JMbZeOSb4Ny9jYHG1DXqOBN0r2GmqeqvSnyIWXJHqPRub7mGSaLExAydvQg97rFzTMUftiqwZGqtujS/mduODz1C/69y0zjLZulJX+H956UliuJj1xWK5eW9fI7cYuKuO7NiFxxnpTnf3qcyYVYkA1Nry4sz61vMM7u6h6G3s+9ye/Pl6pvUOEZZvX5yK24/+r/grvE+18jIrF+nJMi2zwV9jPSkbaeoZNu277tiYNsBAACASwcad2BEaPC0kO7xVPlBrLQbNR4RnPuO7tyTNh225W/RAiaJjGbFSk9Dj5O6H4KBNciZi9LjIe1Me7NOPtJklY6LHfC/IiTNy5tE9Y9ppyidLkKfzbRfu3ZH+kVWbrt2k+KnblXV90/QvjQvhPzzWGSNrogaNZ4lHyv4pxp42y6Tuo68drNl2/mXWrYdmnYAAABgFEDjDowKtSPyBTl3U3WJO7c2v6lWRZq2KJbamcglxIp7o3IVg3MBU9JczjSyYsX90ajtzpx/EY2lr1GGfJG7EDkem3Vxk8XgfHUqgE2Zv5bde/6GNCQedvjfoHaE4ruNL6uZ+fDSMvUQTZS/4E17Pl8sbm05nfaQeFoNHuIa6xnvktX8JGkK1JbD/pmP205XrEfLbzQ6ucKqe2nHnMIkU4vz34slTnVM5quNWXrdu2F9iAJpXlonZipM+o7j8HCcjnRsuxtsOwAAADBCoHEHRoYGZwXnPnV8VPhsqHGasKGDzYNswNqClS4I8TT14dJleEHeFMbSJQoZedTDDoUaTyvDCkHiYknJiq4yaHD9v0hMlaVJnaw9TS5cAt600/TZg+E9WlLnbgvycYlN59P2fZKZD4Un2kE1/Oa1bNd4uhpn5BuSgFBhlvlVRzf/QtHw8m8t2y6RyMG2AwAAACMEGndgZNxUO9b90VdYwC1znbvfval+RjanFdjT6cXitnqgERXH/W2/e02C1eoLxZLnzB1hN7gngZpEs+m2ZNodJLljO2wOjEZ93zmp3NxbnF4zmUxv6ot7TeUXhvP81949dp91JiKksvB4L+yuU8i0J6O1ujX8ObhZLDIMy57lm9Z7tMw7dOXcdZskZXo5TYS9vkq/K+fxbG/7/BtuRVQIqgn7lQnn8TAYI+7argQ/z+2gr+HBnPuxb1uKd77hm7gnzfiDc8/Ra6a5Ob8/jZ4mhsYdAAAAGBV8434LAEbD3UPnToqV9oKT8ZugpigZrhcr7Y0RLxJraIkoldfeFys+HY5cFvT9GuHTHogVn50DbRHNaLdUbwrNaCNvLHbIv8wdKa0MGoi2KBc+NFXXNWkGj4kd+ocD5NqXDu9VPETPCHD9i7VameyNEAWDgv0NRdrRVYGryPYDB0nJc3lDdbRCo8oi257q2HYc7zoaAAAAAC4T1LgDwMgYu3r1ypUrN66PiRX2Yuw6f/CVq9fFCvszdvUG//5Xr48NdAZ/GEMr8UtdRUuJ1Z6HsevXWwujs0SnOfR5/uWM8Z+384GFD40u6Hk/NFrkzNeMf8PO2/GlvWrQKR0udnKtw8Nv3Lg+xO8QAAAAAAbjN42jpFHu5hH1AAAAAElFTkSuQmCC"
+            }
+          }
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Twilight.json b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Twilight.json
new file mode 100644
index 00000000..c74605f4
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/StaticResources/SharedResources/BuiltInThemes/Twilight.json
@@ -0,0 +1,40 @@
+{
+  "name": "Sunflower Twilight",
+  "dataColors": [
+    "#F17925",
+    "#004753",
+    "#CCAA14",
+    "#4B4C4E",
+    "#D82C20",
+    "#A3D0D4",
+    "#536F18",
+    "#46ABB0",
+    "#F49451",
+    "#336C75",
+    "#D6BB43",
+    "#6F7071",
+    "#E0564D",
+    "#B5D9DD",
+    "#758C46",
+    "#6BBCC0",
+    "#B55B1C",
+    "#00353E",
+    "#99800F",
+    "#38393B",
+    "#A22118",
+    "#7A9C9F",
+    "#3E5312",
+    "#358084",
+    "#793D13",
+    "#00242A",
+    "#66550A",
+    "#262627",
+    "#6C1610",
+    "#52686A",
+    "#2A380C",
+    "#235658"
+  ],
+  "background": "#FFFFFF",
+  "foreground": "#070f25",
+  "tableAccent": "#0F1934"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/definition.pbir b/dashboard/ltp_productivity.Report/definition.pbir
new file mode 100644
index 00000000..234243e8
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/definition.pbir
@@ -0,0 +1,9 @@
+{
+  "$schema": "https://developer.microsoft.com/json-schemas/fabric/item/report/definitionProperties/2.0.0/schema.json",
+  "version": "4.0",
+  "datasetReference": {
+    "byPath": {
+      "path": "../ltp_productivity.SemanticModel"
+    }
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.Report/report.json b/dashboard/ltp_productivity.Report/report.json
new file mode 100644
index 00000000..2172aacd
--- /dev/null
+++ b/dashboard/ltp_productivity.Report/report.json
@@ -0,0 +1,797 @@
+{
+  "config": "{\"version\":\"5.66\",\"themeCollection\":{\"baseTheme\":{\"name\":\"CY24SU10\",\"type\":2,\"version\":{\"visual\":\"1.8.95\",\"report\":\"2.0.95\",\"page\":\"1.3.95\"}},\"customTheme\":{\"name\":\"CY23SU027978002949637341.json\",\"type\":1,\"version\":{\"visual\":\"1.8.101\",\"report\":\"2.0.101\",\"page\":\"1.3.101\"}}},\"activeSectionIndex\":0,\"defaultDrillFilterOtherVisuals\":true,\"filterSortOrder\":3,\"linguisticSchemaSyncVersion\":2,\"settings\":{\"useNewFilterPaneExperience\":true,\"allowChangeFilterTypes\":true,\"useStylableVisualContainerHeader\":true,\"queryLimitOption\":6,\"exportDataMode\":1,\"useDefaultAggregateDisplayName\":true,\"useEnhancedTooltips\":true,\"filterPaneHiddenInEditMode\":false},\"objects\":{\"section\":[{\"properties\":{\"verticalAlignment\":{\"expr\":{\"Literal\":{\"Value\":\"'Top'\"}}}}}],\"outspacePane\":[{\"properties\":{\"expanded\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}},\"visible\":{\"expr\":{\"Literal\":{\"Value\":\"true\"}}}}}]}}",
+  "filters": "[]",
+  "layoutOptimization": 1,
+  "pods": [
+    {
+      "boundSection": "05c0675fd3080c42de3e",
+      "config": "{\"acceptsFilterContext\":1}",
+      "name": "fa67b296282cb5ff37d8"
+    }
+  ],
+  "resourcePackages": [
+    {
+      "resourcePackage": {
+        "disabled": false,
+        "items": [
+          {
+            "name": "CY23SU027978002949637341.json",
+            "path": "CY23SU027978002949637341.json",
+            "type": 201
+          }
+        ],
+        "name": "RegisteredResources",
+        "type": 1
+      }
+    },
+    {
+      "resourcePackage": {
+        "disabled": false,
+        "items": [
+          {
+            "name": "CY24SU10",
+            "path": "BaseThemes/CY24SU10.json",
+            "type": 202
+          }
+        ],
+        "name": "SharedResources",
+        "type": 2
+      }
+    }
+  ],
+  "sections": [
+    {
+      "config": "{\"objects\":{\"outspacePane\":[{\"properties\":{\"width\":{\"expr\":{\"Literal\":{\"Value\":\"187L\"}}}}}],\"background\":[{\"properties\":{\"color\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":0,\"Percent\":0}}}}},\"transparency\":{\"expr\":{\"Literal\":{\"Value\":\"100D\"}}}}}]},\"type\":1,\"filterSortOrder\":3}",
+      "displayName": "Reliability",
+      "displayOption": 2,
+      "filters": "[]",
+      "height": 3880.00,
+      "name": "05c0675fd3080c42de3e",
+      "ordinal": 1,
+      "visualContainers": [
+        {
+          "config": "{\"name\":\"0b766b022f463f9c5570\",\"layouts\":[{\"id\":0,\"position\":{\"x\":40.35331230283912,\"y\":2502.8895899053628,\"z\":45000,\"width\":586.5993690851735,\"height\":32.479495268138805,\"tabOrder\":45000}}],\"singleVisual\":{\"visualType\":\"textbox\",\"drillFilterOtherVisuals\":true,\"objects\":{\"general\":[{\"properties\":{\"paragraphs\":[{\"textRuns\":[{\"value\":\"[2]: An incident is an unexpected termination of a job, directly caused by a hardware failure.\",\"textStyle\":{\"fontStyle\":\"italic\",\"color\":\"#12239e\"}}]}]}}]}}}",
+          "filters": "[]",
+          "height": 32.48,
+          "width": 586.60,
+          "x": 40.35,
+          "y": 2502.89,
+          "z": 45000.00
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diff --git a/dashboard/ltp_productivity.SemanticModel/.pbi/editorSettings.json b/dashboard/ltp_productivity.SemanticModel/.pbi/editorSettings.json
new file mode 100644
index 00000000..ee573036
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/.pbi/editorSettings.json
@@ -0,0 +1,7 @@
+{
+  "$schema": "https://developer.microsoft.com/json-schemas/fabric/item/semanticModel/editorSettings/1.0.0/schema.json",
+  "parallelQueryLoading": true,
+  "typeDetectionEnabled": true,
+  "relationshipImportEnabled": true,
+  "shouldNotifyUserOfNameConflictResolution": true
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.SemanticModel/.platform b/dashboard/ltp_productivity.SemanticModel/.platform
new file mode 100644
index 00000000..e00fc568
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/.platform
@@ -0,0 +1,11 @@
+{
+  "$schema": "https://developer.microsoft.com/json-schemas/fabric/gitIntegration/platformProperties/2.0.0/schema.json",
+  "metadata": {
+    "type": "SemanticModel",
+    "displayName": "ltp_productivity"
+  },
+  "config": {
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+    "logicalId": "5c77b6a5-41f8-42bb-a57a-417310e0d407"
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.SemanticModel/definition.pbism b/dashboard/ltp_productivity.SemanticModel/definition.pbism
new file mode 100644
index 00000000..3ecec152
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition.pbism
@@ -0,0 +1,7 @@
+{
+  "$schema": "https://developer.microsoft.com/json-schemas/fabric/item/semanticModel/definitionProperties/1.0.0/schema.json",
+  "version": "4.2",
+  "settings": {
+    "qnaEnabled": true
+  }
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/cultures/en-US.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/cultures/en-US.tmdl
new file mode 100644
index 00000000..6266b315
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/cultures/en-US.tmdl
@@ -0,0 +1,34148 @@
+cultureInfo en-US
+
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+			          "fresh": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "first-hand": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
+			        },
+			        {
+			          "firsthand": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "up-to-the-minute": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
+			        },
+			        {
+			          "contemporary": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
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+			          "ConceptualEntity": "A-r2-na",
+			          "ConceptualProperty": "UA"
+			        }
+			      },
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+			      "Terms": [
+			        {
+			          "ua": {
+			            "State": "Generated"
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+			      ]
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+			    "ar2na.validation": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-r2-na",
+			          "ConceptualProperty": "Validation"
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+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "validation": {
+			            "State": "Generated"
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+			        },
+			        {
+			          "authentication": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
+			        },
+			        {
+			          "endorsement": {
+			            "Type": "Noun",
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+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "corroboration": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "justification": {
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+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "substantiation": {
+			            "Type": "Noun",
+			            "State": "Suggested",
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+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "confirmation": {
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+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
+			        },
+			        {
+			          "legalization": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "rationale": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "proof": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "support": {
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        }
+			      ]
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+			      "Definition": {
+			        "Binding": {
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+			      },
+			      "State": "Generated",
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+			          "week": {
+			            "State": "Generated"
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+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-r2-na",
+			          "ConceptualProperty": "ClusterName"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "cluster name": {
+			            "State": "Generated"
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+			        {
+			          "ClusterName": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.99
+			          }
+			        },
+			        {
+			          "cluster nickname": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "cluster title": {
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "cluster label": {
+			            "Type": "Noun",
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.727
+			          }
+			        },
+			        {
+			          "cluster tag": {
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        }
+			      ]
+			    },
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+			      "Definition": {
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+			          "ConceptualEntity": "A-t5-DetailsofWeekAppended"
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+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "a-t5-DetailsofWeekAppended": {
+			            "State": "Generated"
+			          }
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+			        {
+			          "a t5 DetailsofWeekAppended": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended.week": {
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+			          "ConceptualProperty": "Week"
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+			      "State": "Generated",
+			      "Visibility": {
+			        "Value": "Hidden"
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+			      "Terms": [
+			        {
+			          "week": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended.date": {
+			      "Definition": {
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+			          "ConceptualEntity": "A-t5-DetailsofWeekAppended",
+			          "ConceptualProperty": "Date"
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+			      "State": "Generated",
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+			        {
+			          "date": {
+			            "State": "Generated"
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+			        },
+			        {
+			          "moment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "period": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.714
+			          }
+			        }
+			      ],
+			      "SemanticType": "Time"
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+			    "at5DetailsofWeekAppended.date.date_hierarchy": {
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+			          "VariationSet": "Variation",
+			          "Hierarchy": "Date Hierarchy"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "date hierarchy": {
+			            "State": "Generated",
+			            "Weight": 0.97
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+			      ],
+			      "SemanticType": "Time"
+			    },
+			    "at5DetailsofWeekAppended.date.year": {
+			      "Definition": {
+			        "Binding": {
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+			          "VariationSet": "Variation",
+			          "Hierarchy": "Date Hierarchy",
+			          "HierarchyLevel": "Year"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "year": {
+			            "State": "Generated"
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+			        },
+			        {
+			          "date year": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "date yr": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.75
+			          }
+			        },
+			        {
+			          "yr": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "moment year": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.6
+			          }
+			        },
+			        {
+			          "period year": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        }
+			      ],
+			      "SemanticType": "Time"
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+			          "VariationSet": "Variation",
+			          "Hierarchy": "Date Hierarchy",
+			          "HierarchyLevel": "Quarter"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "quarter": {
+			            "State": "Generated"
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+			        {
+			          "date quarter": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "date qtr": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.833
+			          }
+			        },
+			        {
+			          "qtr": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.818
+			          }
+			        },
+			        {
+			          "moment quarter": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.6
+			          }
+			        },
+			        {
+			          "period quarter": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        }
+			      ],
+			      "SemanticType": "Time"
+			    },
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+			      "Definition": {
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+			          "Hierarchy": "Date Hierarchy",
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+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "month": {
+			            "State": "Generated"
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+			        },
+			        {
+			          "date month": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "date mth": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.75
+			          }
+			        },
+			        {
+			          "mth": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "moment month": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.6
+			          }
+			        },
+			        {
+			          "period month": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        }
+			      ],
+			      "SemanticType": "Time"
+			    },
+			    "at5DetailsofWeekAppended.date.day": {
+			      "Definition": {
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+			          "VariationSet": "Variation",
+			          "Hierarchy": "Date Hierarchy",
+			          "HierarchyLevel": "Day"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "day": {
+			            "State": "Generated"
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+			        },
+			        {
+			          "date day": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "moment day": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.6
+			          }
+			        },
+			        {
+			          "period day": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.582
+			          }
+			        }
+			      ],
+			      "SemanticType": "Time"
+			    },
+			    "at5DetailsofWeekAppended.endpoint": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-t5-DetailsofWeekAppended",
+			          "ConceptualProperty": "Endpoint"
+			        }
+			      },
+			      "State": "Generated",
+			      "Visibility": {
+			        "Value": "Hidden"
+			      },
+			      "Terms": [
+			        {
+			          "endpoint": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended.validation": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-t5-DetailsofWeekAppended",
+			          "ConceptualProperty": "Validation"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "validation": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "authentication": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "endorsement": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "corroboration": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "justification": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "substantiation": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        },
+			        {
+			          "confirmation": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        },
+			        {
+			          "legalization": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        },
+			        {
+			          "rationale": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        },
+			        {
+			          "proof": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.476
+			          }
+			        },
+			        {
+			          "support": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.476
+			          }
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended.healthy": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-t5-DetailsofWeekAppended",
+			          "ConceptualProperty": "Healthy"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "healthy": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "fit": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "well": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "strong": {
+			            "Type": "Noun",
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "vigorous": {
+			            "Type": "Noun",
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "healthful": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "beneficial": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "nourishing": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "wholesome": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "salubrious": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "nutritious": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.452
+			          }
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended.cordon": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-t5-DetailsofWeekAppended",
+			          "ConceptualProperty": "Cordon"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "cordon": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended.hpcua": {
+			      "Definition": {
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+			          "jra concluding week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "jra finishing week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "jra former week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "jra latest week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "jra latter week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "jra past week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "jra remaining week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        }
+			      ]
+			    },
+			    "jt2AverageReactionTime.JRA_previous": {
+			      "Definition": {
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+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "JRA Previous"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "JRA previous": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt2AverageReactionTime.JRA_change": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "JRA Change"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "JRA change": {
+			            "State": "Generated"
+			          }
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+			        {
+			          "change": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "jra alteration": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jra modification": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jra variation": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jra adjustment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jra amendment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "alteration": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        },
+			        {
+			          "modification": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        }
+			      ]
+			    },
+			    "jt3MaxReactionTime.JRX_last_week": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "JRX Last Week"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "JRX last week": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "last week": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "jrx end week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "jrx final week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "jrx closing week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "jrx concluding week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "jrx former week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "jrx latest week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "jrx latter week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "jrx past week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "jrx remaining week": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        }
+			      ]
+			    },
+			    "jt3MaxReactionTime.JRX_previous": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "JRX Previous"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "JRX previous": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt3MaxReactionTime.JRX_change": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "JRX Change"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "JRX change": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "change": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "jrx alteration": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jrx modification": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jrx variation": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jrx transformation": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jrx revolution": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jrx conversion": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jrx adjustment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "jrx amendment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.5
+			          }
+			        },
+			        {
+			          "alteration": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        },
+			        {
+			          "modification": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        }
+			      ]
+			    },
+			    "NRt1CordonNodeRecycleTime.cordon_recycle_last": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "NR-t1-CordonNodeRecycleTime",
+			          "ConceptualProperty": "Cordon Recycle Last"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "cordon recycle last": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "cordon recycle end": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle final": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle closing": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle concluding": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle finishing": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle former": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle latest": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle latter": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle past": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "cordon recycle remaining": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        }
+			      ]
+			    },
+			    "NRt1CordonNodeRecycleTime.cordon_recycle_previous": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "NR-t1-CordonNodeRecycleTime",
+			          "ConceptualProperty": "Cordon Recycle Previous"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "cordon recycle previous": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "NRt1CordonNodeRecycleTime.cordon_recycle_change": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "NR-t1-CordonNodeRecycleTime",
+			          "ConceptualProperty": "Cordon Recycle Change"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "cordon recycle change": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime.OFR_recycle_last": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "NR-t0-ORFNodeRecycleTime",
+			          "ConceptualProperty": "OFR Recycle Last"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "OFR recycle last": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "ofr recycle end": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle final": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle closing": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle concluding": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle finishing": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle former": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle latest": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle latter": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle past": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "ofr recycle remaining": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime.OFR_recycle_previous": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "NR-t0-ORFNodeRecycleTime",
+			          "ConceptualProperty": "OFR Recycle Previous"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "OFR recycle previous": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime.OFR_recycle_change": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "NR-t0-ORFNodeRecycleTime",
+			          "ConceptualProperty": "OFR Recycle Change"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "OFR recycle change": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended.daily_ratio_min": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-t5-DetailsofWeekAppended",
+			          "ConceptualProperty": "Daily Ratio Min"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "daily ratio min": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "ratio min": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "daily ratio minimum": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.739
+			          }
+			        },
+			        {
+			          "ratio minimum": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.727
+			          }
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended.daily_ratio_max": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-t5-DetailsofWeekAppended",
+			          "ConceptualProperty": "Daily Ratio Max"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "daily ratio max": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "ratio max": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "daily ratio maximum": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.739
+			          }
+			        },
+			        {
+			          "ratio maximum": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.727
+			          }
+			        }
+			      ]
+			    },
+			    "at4AvailabilityStatus.weekly_ratio_last": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "A-t4-AvailabilityStatus",
+			          "ConceptualProperty": "Weekly Ratio Last"
+			        }
+			      },
+			      "State": "Generated",
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+			          }
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+			          }
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+			            "State": "Generated"
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+			            "Type": "Noun",
+			            "State": "Generated",
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+			          "": {}
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+			          }
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+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
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+			          }
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+			          }
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+			    "jr2JobSummary.retry_count": {
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+			          "ConceptualProperty": "retryCount"
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+			      },
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+			          "retry count": {
+			            "State": "Generated"
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+			        {
+			          "retryCount": {
+			            "Type": "Noun",
+			            "State": "Generated",
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+			          }
+			        },
+			        {
+			          "retry amount": {
+			            "Type": "Noun",
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+			              "Agent": "Thesaurus"
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+			          }
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+			      ]
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+			          "ConceptualProperty": "attemptId"
+			        }
+			      },
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+			          "attempt id": {
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+			            "Type": "Noun",
+			            "State": "Generated",
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+			          }
+			        },
+			        {
+			          "attempt": {
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+			          }
+			        },
+			        {
+			          "attempt identification": {
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
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+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
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+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
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+			              "Agent": "Thesaurus"
+			            },
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+			          }
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+			              "Agent": "Thesaurus"
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+			          }
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+			          }
+			        },
+			        {
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+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
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+			          }
+			        },
+			        {
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+			              "Agent": "Thesaurus"
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+			          }
+			        },
+			        {
+			          "endeavor": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        }
+			      ]
+			    },
+			    "jr2JobSummary.retry_detail": {
+			      "Definition": {
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+			          "ConceptualProperty": "retryDetails"
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+			      },
+			      "State": "Generated",
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+			        {
+			          "retryDetails": {
+			            "Type": "Noun",
+			            "State": "Generated",
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+			          }
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+			        {
+			          "retry aspect": {
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+			          }
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+			          }
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+			        {
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+			          }
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+			          }
+			        },
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+			          }
+			        },
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+			          }
+			        },
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+			          }
+			        },
+			        {
+			          "retry taskforce": {
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+			            },
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+			          }
+			        }
+			      ]
+			    },
+			    "jr2JobSummary.virtual_cluster": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-r2-JobSummary",
+			          "ConceptualProperty": "virtualCluster"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
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+			        }
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+			          }
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+			          }
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+			          }
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+			      "State": "Generated",
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+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "interval generated quarter": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "moment generated quarter": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "period generated quarter": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "timetable generated quarter": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        }
+			      ],
+			      "SemanticType": "Time"
+			    },
+			    "jr2JobSummary.time_generated.month": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-r2-JobSummary",
+			          "VariationSource": "timeGenerated",
+			          "VariationSet": "Variation",
+			          "Hierarchy": "Date Hierarchy",
+			          "HierarchyLevel": "Month"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "time generated month": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "month": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "time generated mth": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.762
+			          }
+			        },
+			        {
+			          "mth": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.736
+			          }
+			        },
+			        {
+			          "duration generated month": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "interval generated month": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "moment generated month": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "period generated month": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "timetable generated month": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        }
+			      ],
+			      "SemanticType": "Time"
+			    },
+			    "jr2JobSummary.time_generated.day": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-r2-JobSummary",
+			          "VariationSource": "timeGenerated",
+			          "VariationSet": "Variation",
+			          "Hierarchy": "Date Hierarchy",
+			          "HierarchyLevel": "Day"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "time generated day": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "day": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "duration generated day": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "interval generated day": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "moment generated day": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.609
+			          }
+			        },
+			        {
+			          "period generated day": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        },
+			        {
+			          "timetable generated day": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.591
+			          }
+			        }
+			      ],
+			      "SemanticType": "Time"
+			    },
+			    "jr2JobSummary.endpoint": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-r2-JobSummary",
+			          "ConceptualProperty": "Endpoint"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "endpoint": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jr2JobSummary.week": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-r2-JobSummary",
+			          "ConceptualProperty": "Week"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "week": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "j-t4-JobDuration": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "j t4 JobDuration": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.week": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "Week"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "week": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.endpoint": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "Endpoint"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "endpoint": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.entity__AvgUserStop": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_AvgUserStop"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "_AvgUserStop": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.entity__AvgHardwareFailure": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_AvgHardwareFailure"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "_AvgHardwareFailure": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.entity__AvgSoftwareFailure": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_AvgSoftwareFailure"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "_AvgSoftwareFailure": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.entity__MaxUserStop": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_MaxUserStop"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "_MaxUserStop": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.entity__MaxHardwareFailure": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_MaxHardwareFailure"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "_MaxHardwareFailure": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.entity__MaxSoftwareFailure": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_MaxSoftwareFailure"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "_MaxSoftwareFailure": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.counts_user_stop": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_counts_UserStop"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "counts user stop": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "count user stop": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.78
+			          }
+			        },
+			        {
+			          "_counts_UserStop": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.99
+			          }
+			        },
+			        {
+			          "stop": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "count user stopover": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count user halt": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "count user break": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "count user rest": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "count user sojourn": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "count user stay": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "stopover": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        },
+			        {
+			          "halt": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.476
+			          }
+			        },
+			        {
+			          "break": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.476
+			          }
+			        },
+			        {
+			          "rest": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.476
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.counts_hardware_failure": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_counts_HardwareFailure"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "counts hardware failure": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "count hardware failure": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.78
+			          }
+			        },
+			        {
+			          "_counts_HardwareFailure": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.99
+			          }
+			        },
+			        {
+			          "failure": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "count hardware disappointment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware letdown": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware catastrophe": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware fiasco": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware disaster": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware miscarriage": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware bomb": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "count hardware botch": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "count hardware flop": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "disappointment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.counts_software_failure": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_counts_SoftwareFailure"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "counts software failure": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "count software failure": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.78
+			          }
+			        },
+			        {
+			          "_counts_SoftwareFailure": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.99
+			          }
+			        },
+			        {
+			          "failure": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "count software disappointment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count software letdown": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count software catastrophe": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count software fiasco": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count software disaster": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count software miscarriage": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count software bomb": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "count software botch": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "count software flop": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "disappointment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.counts_total": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_counts_total"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "counts total": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "count total": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.78
+			          }
+			        },
+			        {
+			          "_counts_total": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.99
+			          }
+			        },
+			        {
+			          "count aggregate": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.727
+			          }
+			        },
+			        {
+			          "count overall": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.727
+			          }
+			        }
+			      ]
+			    },
+			    "jt4JobDuration.entity__MaxDuration": {
+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "_MaxDuration"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "_MaxDuration": {
+			            "State": "Generated"
+			          }
+			        }
+			      ]
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+			          }
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.492
+			          }
+			        },
+			        {
+			          "stopover": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.491
+			          }
+			        },
+			        {
+			          "halt": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.476
+			          }
+			        },
+			        {
+			          "break": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "rest": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.476
+			          }
+			        },
+			        {
+			          "User Stop": {
+			            "State": "Suggested",
+			            "Source": {
+			              "Type": "External",
+			              "Agent": "PowerBI.VisualColumnRename"
+			            },
+			            "Weight": 0.9
+			          }
+			        }
+			      ]
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+			      "Definition": {
+			        "Binding": {
+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "counts_HardwareFailure"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "counts hardware failure": {
+			            "State": "Generated"
+			          }
+			        },
+			        {
+			          "counts_HardwareFailure": {
+			            "Type": "Noun",
+			            "State": "Generated",
+			            "Weight": 0.99
+			          }
+			        },
+			        {
+			          "failure": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
+			        },
+			        {
+			          "count hardware disappointment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware catastrophe": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware fiasco": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
+			          "count hardware disaster": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "count hardware miscarriage": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
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+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
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+			            "Type": "Noun",
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "disappointment": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
+			        {
+			          "Hardware Failure": {
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+			            "Source": {
+			              "Type": "External",
+			              "Agent": "PowerBI.VisualColumnRename"
+			            },
+			            "Weight": 0.9
+			          }
+			        }
+			      ]
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+			          "ConceptualEntity": "J-t4-JobDuration",
+			          "ConceptualProperty": "counts_SoftwareFailure"
+			        }
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+			          "counts software failure": {
+			            "State": "Generated"
+			          }
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+			        {
+			          "counts_SoftwareFailure": {
+			            "Type": "Noun",
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+			            "Weight": 0.99
+			          }
+			        },
+			        {
+			          "failure": {
+			            "State": "Generated",
+			            "Weight": 0.97
+			          }
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+			        {
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+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
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+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
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+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
+			        {
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+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
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+			        {
+			          "count software miscarriage": {
+			            "Type": "Noun",
+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
+			            "Weight": 0.508
+			          }
+			        },
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+			            "Type": "Noun",
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+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
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+			            "Source": {
+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
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+			            "Type": "Noun",
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+			            "Source": {
+			              "Agent": "Thesaurus"
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+			        },
+			        {
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+			            "Source": {
+			              "Agent": "Thesaurus"
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+			        },
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+			          "ConceptualProperty": "counts_total"
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+			            "State": "Generated"
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+			          }
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+			          }
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+			              "Agent": "Thesaurus"
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+			            },
+			            "Weight": 0.9
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+			          }
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+			          }
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+			          "ConceptualProperty": "AvgDuration"
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+			          }
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+			          }
+			        },
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+			              "Agent": "Thesaurus"
+			            },
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+			          }
+			        },
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+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
+			        },
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+			              "Agent": "Thesaurus"
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+			          }
+			        },
+			        {
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+			            "State": "Suggested",
+			            "Source": {
+			              "Agent": "Thesaurus"
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+			          }
+			        },
+			        {
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+			            "Source": {
+			              "Type": "External",
+			              "Agent": "PowerBI.VisualColumnRename"
+			            },
+			            "Weight": 0.9
+			          }
+			        }
+			      ]
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+			      "Definition": {
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+			          "ConceptualEntity": "M-r0-HWJobActions",
+			          "ConceptualProperty": "CumulativeSampleCount"
+			        }
+			      },
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+			      "Terms": [
+			        {
+			          "Sample Count": {
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+			            "Source": {
+			              "Type": "External",
+			              "Agent": "PowerBI.VisualColumnRename"
+			            },
+			            "Weight": 0.9
+			          }
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+			      ]
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+			          "ConceptualEntity": "M-r0-HWJobActions",
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+			        {
+			          "MTBI (Hours)": {
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+			            "Source": {
+			              "Type": "External",
+			              "Agent": "PowerBI.VisualColumnRename"
+			            },
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+			          }
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+			      ]
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+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "ReAvgUserStop"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
+			          "Avg. User Stop": {
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+			            "Source": {
+			              "Type": "External",
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+			            },
+			            "Weight": 0.9
+			          }
+			        }
+			      ]
+			    },
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+			      "Definition": {
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+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "ReAvgHardwareFailure"
+			        }
+			      },
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+			      "Terms": [
+			        {
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+			            "Source": {
+			              "Type": "External",
+			              "Agent": "PowerBI.VisualColumnRename"
+			            },
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+			          }
+			        }
+			      ]
+			    },
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+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "ReAvgSoftwareFailure"
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+			      "State": "Generated",
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+			        {
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+			            },
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+			          }
+			        }
+			      ]
+			    },
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+			        {
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+			            "Source": {
+			              "Type": "External",
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+			            },
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+			          }
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+			      ]
+			    },
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+			          "ConceptualEntity": "J-t5-JobReactTime",
+			          "ConceptualProperty": "ReMaxUserStop"
+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
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+			          }
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+			      "Terms": [
+			        {
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+			          }
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+			        }
+			      },
+			      "State": "Generated",
+			      "Terms": [
+			        {
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+			          }
+			        }
+			      ]
+			    },
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+			          "ConceptualProperty": "ReMaxReactionTime"
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+			        {
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+			          }
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+			      ]
+			    }
+			  },
+			  "Relationships": {
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+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
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+			        },
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+			              "Role": "rt3DailyOccurrenceofNodeFailuresRuntime"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "R_dim_weeks_have_rt3DailyOccurrenceofNodeFailuresRuntimes"
+			        }
+			      ]
+			    },
+			    "rt0DailyNodeRuntimeAvgFailure_has_R_dim_week": {
+			      "Binding": {
+			        "ConceptualEntity": "R-t0-DailyNodeRuntimeAvgFailure"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt0DailyNodeRuntimeAvgFailure": {
+			          "Target": {
+			            "Entity": "rt0DailyNodeRuntimeAvgFailure"
+			          }
+			        },
+			        "R_dim_week": {
+			          "Target": {
+			            "Entity": "R_dim_week"
+			          },
+			          "Nouns": [
+			            {
+			              "week": {
+			                "State": "Generated"
+			              }
+			            }
+			          ]
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rt0DailyNodeRuntimeAvgFailure"
+			            },
+			            "Object": {
+			              "Role": "R_dim_week"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rt0DailyNodeRuntimeAvgFailures_have_R_dim_weeks"
+			        },
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "R_dim_week"
+			            },
+			            "Object": {
+			              "Role": "rt0DailyNodeRuntimeAvgFailure"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "R_dim_weeks_have_rt0DailyNodeRuntimeAvgFailures"
+			        }
+			      ]
+			    },
+			    "rt0DailyNodeRuntimeAvgFailure_has_R_dim_endpoint": {
+			      "Binding": {
+			        "ConceptualEntity": "R-t0-DailyNodeRuntimeAvgFailure"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt0DailyNodeRuntimeAvgFailure": {
+			          "Target": {
+			            "Entity": "rt0DailyNodeRuntimeAvgFailure"
+			          }
+			        },
+			        "R_dim_endpoint": {
+			          "Target": {
+			            "Entity": "R_dim_endpoint"
+			          },
+			          "Nouns": [
+			            {
+			              "endpoint": {
+			                "State": "Generated"
+			              }
+			            }
+			          ]
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rt0DailyNodeRuntimeAvgFailure"
+			            },
+			            "Object": {
+			              "Role": "R_dim_endpoint"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rt0DailyNodeRuntimeAvgFailures_have_R_dim_endpoints"
+			        },
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "R_dim_endpoint"
+			            },
+			            "Object": {
+			              "Role": "rt0DailyNodeRuntimeAvgFailure"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "R_dim_endpoints_have_rt0DailyNodeRuntimeAvgFailures"
+			        }
+			      ]
+			    },
+			    "at0ClusterCapacityStatus_has_A_dim_clustername": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t0-ClusterCapacityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at0ClusterCapacityStatus": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "A_dim_clustername": {
+			          "Target": {
+			            "Entity": "A_dim_clustername"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at0ClusterCapacityStatus"
+			            },
+			            "Object": {
+			              "Role": "A_dim_clustername"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at0ClusterCapacityStatus_have_A_dim_clustername"
+			        },
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "A_dim_clustername"
+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "A_dim_clustername_have_at0ClusterCapacityStatus"
+			        }
+			      ]
+			    },
+			    "at0ClusterCapacityStatus_has_A_dim_week": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t0-ClusterCapacityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at0ClusterCapacityStatus": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "A_dim_week": {
+			          "Target": {
+			            "Entity": "A_dim_week"
+			          },
+			          "Nouns": [
+			            {
+			              "week": {
+			                "State": "Generated"
+			              }
+			            }
+			          ]
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at0ClusterCapacityStatus"
+			            },
+			            "Object": {
+			              "Role": "A_dim_week"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at0ClusterCapacityStatus_have_A_dim_week"
+			        },
+			        {
+			          "Attribute": {
+			            "Subject": {
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+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "A_dim_week_have_at0ClusterCapacityStatus"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_jt4JobDuration_avg_duration": {
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+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
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+			      "Roles": {
+			        "jr2JobSummary": {
+			          "Target": {
+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jt4JobDuration.avg_duration": {
+			          "Target": {
+			            "Entity": "jt4JobDuration.avg_duration"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.avg_duration"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_avg_duration"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_jt4JobDuration_max_duration": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
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+			        "jr2JobSummary": {
+			          "Target": {
+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jt4JobDuration.max_duration": {
+			          "Target": {
+			            "Entity": "jt4JobDuration.max_duration"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.max_duration"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_max_duration"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_jt4JobDuration_counts_total1": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary": {
+			          "Target": {
+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jt4JobDuration.counts_total1": {
+			          "Target": {
+			            "Entity": "jt4JobDuration.counts_total1"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.counts_total1"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_counts_total"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_jt4JobDuration_counts_software_failure1": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary": {
+			          "Target": {
+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jt4JobDuration.counts_software_failure1": {
+			          "Target": {
+			            "Entity": "jt4JobDuration.counts_software_failure1"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.counts_software_failure1"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_counts_software_failure"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_jt4JobDuration_counts_hardware_failure1": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
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+			        "jr2JobSummary": {
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+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jt4JobDuration.counts_hardware_failure1": {
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+			            "Entity": "jt4JobDuration.counts_hardware_failure1"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.counts_hardware_failure1"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_counts_hardware_failure"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_jt4JobDuration_counts_user_stop1": {
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+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
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+			          }
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+			            "Entity": "jt4JobDuration.counts_user_stop1"
+			          }
+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.counts_user_stop1"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_counts_user_stop"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_jt4JobDuration_max_software_failure": {
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+			      },
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+			          }
+			        },
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+			          "Target": {
+			            "Entity": "jt4JobDuration.max_software_failure"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.max_software_failure"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_max_software_failure"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_jt4JobDuration_max_hardware_failure": {
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+			      },
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+			          }
+			        },
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+			          "Target": {
+			            "Entity": "jt4JobDuration.max_hardware_failure"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
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+			            }
+			          },
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+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_max_hardware_failure"
+			        }
+			      ]
+			    },
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+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
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+			        "jr2JobSummary": {
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+			          }
+			        },
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+			          "Target": {
+			            "Entity": "jt4JobDuration.max_user_stop"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
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+			            }
+			          },
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+			          "ID": "jr2JobSummaries_have_max_user_stop"
+			        }
+			      ]
+			    },
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+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
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+			          }
+			        },
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+			          "Target": {
+			            "Entity": "jt4JobDuration.avg_software_failure"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.avg_software_failure"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "jr2JobSummaries_have_avg_software_failure"
+			        }
+			      ]
+			    },
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+			      },
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+			          }
+			        },
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+			            "Entity": "jt4JobDuration.avg_user_stop"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.avg_user_stop"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_avg_user_stop"
+			        }
+			      ]
+			    },
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+			      },
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+			          }
+			        },
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+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.avg_hardware_failure"
+			            }
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+			          "State": "Generated",
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+			          "ID": "jr2JobSummaries_have_avg_hardware_failure"
+			        }
+			      ]
+			    },
+			    "jt4JobDuration_has_entity__AvgDuration": {
+			      "Binding": {
+			        "ConceptualEntity": "J-t4-JobDuration"
+			      },
+			      "State": "Generated",
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+			        "jt4JobDuration": {
+			          "Target": {
+			            "Entity": "jt4JobDuration"
+			          }
+			        },
+			        "jt4JobDuration.entity__AvgDuration": {
+			          "Target": {
+			            "Entity": "jt4JobDuration.entity__AvgDuration"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jt4JobDuration"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.entity__AvgDuration"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jt4JobDurations_have__AvgDurations"
+			        }
+			      ]
+			    },
+			    "jt4JobDuration_has_entity__MaxDuration": {
+			      "Binding": {
+			        "ConceptualEntity": "J-t4-JobDuration"
+			      },
+			      "State": "Generated",
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+			        "jt4JobDuration": {
+			          "Target": {
+			            "Entity": "jt4JobDuration"
+			          }
+			        },
+			        "jt4JobDuration.entity__MaxDuration": {
+			          "Target": {
+			            "Entity": "jt4JobDuration.entity__MaxDuration"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jt4JobDuration"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.entity__MaxDuration"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "jt4JobDurations_have__MaxDurations"
+			        }
+			      ]
+			    },
+			    "jt4JobDuration_has_counts_total": {
+			      "Binding": {
+			        "ConceptualEntity": "J-t4-JobDuration"
+			      },
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+			        "jt4JobDuration": {
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+			          }
+			        },
+			        "jt4JobDuration.counts_total": {
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+			            "Entity": "jt4JobDuration.counts_total"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
+			            "Subject": {
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+			            "Object": {
+			              "Role": "jt4JobDuration.counts_total"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jt4JobDurations_have_counts_totals"
+			        }
+			      ]
+			    },
+			    "jt4JobDuration_has_counts_software_failure": {
+			      "Binding": {
+			        "ConceptualEntity": "J-t4-JobDuration"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jt4JobDuration": {
+			          "Target": {
+			            "Entity": "jt4JobDuration"
+			          }
+			        },
+			        "jt4JobDuration.counts_software_failure": {
+			          "Target": {
+			            "Entity": "jt4JobDuration.counts_software_failure"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "jt4JobDuration"
+			            },
+			            "Object": {
+			              "Role": "jt4JobDuration.counts_software_failure"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jt4JobDurations_have_counts_software_failures"
+			        }
+			      ]
+			    },
+			    "jt4JobDuration_has_counts_hardware_failure": {
+			      "Binding": {
+			        "ConceptualEntity": "J-t4-JobDuration"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jt4JobDuration": {
+			          "Target": {
+			            "Entity": "jt4JobDuration"
+			          }
+			        },
+			        "jt4JobDuration.counts_hardware_failure": {
+			          "Target": {
+			            "Entity": "jt4JobDuration.counts_hardware_failure"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			            "Object": {
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+			        }
+			      ]
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+			            "Entity": "jt4JobDuration.counts_user_stop"
+			          }
+			        }
+			      },
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+			          "ID": "jt4JobDurations_have_counts_user_stops"
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+			      ]
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+			            "Entity": "jt4JobDuration.entity__MaxSoftwareFailure"
+			          }
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+			      ]
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+			          }
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+			        }
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+			      },
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+			            "Entity": "jr2JobSummary"
+			          }
+			        },
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+			            "Entity": "jr2JobSummary.week"
+			          }
+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary.week"
+			            }
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+			          "ID": "jr2JobSummaries_have_weeks"
+			        }
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+			          }
+			        },
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+			          }
+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary.endpoint"
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+			        }
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+			          }
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+			          "ID": "jr2JobSummaries_have_time_generated"
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+			          }
+			        },
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+			          }
+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.exit_category"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "jr2JobSummaries_have_exit_categories"
+			        }
+			      ]
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+			            "Entity": "jr2JobSummary"
+			          }
+			        },
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+			            "Entity": "jr2JobSummary.exit_reason"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
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+			              "Role": "jr2JobSummary.exit_reason"
+			            }
+			          },
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+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_exit_reasons"
+			        }
+			      ]
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+			          }
+			        },
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+			          }
+			        }
+			      },
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+			          "Attribute": {
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+			            },
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+			            }
+			          },
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+			          "ID": "jr2JobSummaries_have_effective_gpu_utilizations"
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+			      ]
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+			        },
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+			          }
+			        }
+			      },
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+			            },
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+			          },
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+			        }
+			      ]
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+			        },
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+			          }
+			        }
+			      },
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+			            },
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+			      ]
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+			          }
+			        },
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+			            "Entity": "jr2JobSummary.created_datetime"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
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+			            }
+			          },
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+			          "ID": "jr2JobSummaries_have_created_datetimes"
+			        }
+			      ]
+			    },
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+			          }
+			        },
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+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.completion_time"
+			            }
+			          },
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+			          "ID": "jr2JobSummaries_have_completion_times"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_launch_time": {
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+			          }
+			        },
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+			          "Target": {
+			            "Entity": "jr2JobSummary.launch_time"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
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+			              "Role": "jr2JobSummary.launch_time"
+			            }
+			          },
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+			          "ID": "jr2JobSummaries_have_launch_times"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_submission_time": {
+			      "Binding": {
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+			      },
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+			          }
+			        },
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+			          "Target": {
+			            "Entity": "jr2JobSummary.submission_time"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
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+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "jr2JobSummaries_have_submission_times"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_effective_gpu_hour": {
+			      "Binding": {
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+			      },
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+			          }
+			        },
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+			          "Target": {
+			            "Entity": "jr2JobSummary.effective_gpu_hour"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			            },
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+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_effective_gpu_hours"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_idle_gpu_hour": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
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+			          }
+			        },
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+			          "Target": {
+			            "Entity": "jr2JobSummary.idle_gpu_hour"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "jr2JobSummary"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.idle_gpu_hour"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "jr2JobSummaries_have_idle_gpu_hours"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_has_total_gpu_hour": {
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+			          }
+			        },
+			        "at4AvailabilityStatus.weekly_ratio_change": {
+			          "Target": {
+			            "Entity": "at4AvailabilityStatus.weekly_ratio_change"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at4AvailabilityStatus"
+			            },
+			            "Object": {
+			              "Role": "at4AvailabilityStatus.weekly_ratio_change"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at4AvailabilityStatus_have_weekly_ratio_change"
+			        }
+			      ]
+			    },
+			    "at4AvailabilityStatus_has_weekly_ratio_precious": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t4-AvailabilityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at4AvailabilityStatus": {
+			          "Target": {
+			            "Entity": "at4AvailabilityStatus"
+			          }
+			        },
+			        "at4AvailabilityStatus.weekly_ratio_precious": {
+			          "Target": {
+			            "Entity": "at4AvailabilityStatus.weekly_ratio_precious"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at4AvailabilityStatus"
+			            },
+			            "Object": {
+			              "Role": "at4AvailabilityStatus.weekly_ratio_precious"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at4AvailabilityStatus_have_weekly_ratio_precious"
+			        }
+			      ]
+			    },
+			    "at4AvailabilityStatus_has_weekly_ratio_last": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t4-AvailabilityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at4AvailabilityStatus": {
+			          "Target": {
+			            "Entity": "at4AvailabilityStatus"
+			          }
+			        },
+			        "at4AvailabilityStatus.weekly_ratio_last": {
+			          "Target": {
+			            "Entity": "at4AvailabilityStatus.weekly_ratio_last"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at4AvailabilityStatus"
+			            },
+			            "Object": {
+			              "Role": "at4AvailabilityStatus.weekly_ratio_last"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at4AvailabilityStatus_have_weekly_ratio_last"
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended_has_daily_ratio_max": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t5-DetailsofWeekAppended"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at5DetailsofWeekAppended": {
+			          "Target": {
+			            "Entity": "at5DetailsofWeekAppended"
+			          }
+			        },
+			        "at5DetailsofWeekAppended.daily_ratio_max": {
+			          "Target": {
+			            "Entity": "at5DetailsofWeekAppended.daily_ratio_max"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at5DetailsofWeekAppended"
+			            },
+			            "Object": {
+			              "Role": "at5DetailsofWeekAppended.daily_ratio_max"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at5DetailsofWeekAppended_have_daily_ratio_max"
+			        }
+			      ]
+			    },
+			    "at5DetailsofWeekAppended_has_daily_ratio_min": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t5-DetailsofWeekAppended"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at5DetailsofWeekAppended": {
+			          "Target": {
+			            "Entity": "at5DetailsofWeekAppended"
+			          }
+			        },
+			        "at5DetailsofWeekAppended.daily_ratio_min": {
+			          "Target": {
+			            "Entity": "at5DetailsofWeekAppended.daily_ratio_min"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at5DetailsofWeekAppended"
+			            },
+			            "Object": {
+			              "Role": "at5DetailsofWeekAppended.daily_ratio_min"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at5DetailsofWeekAppended_have_daily_ratio_min"
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime_has_OFR_recycle_change": {
+			      "Binding": {
+			        "ConceptualEntity": "NR-t0-ORFNodeRecycleTime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "NRt0ORFNodeRecycleTime": {
+			          "Target": {
+			            "Entity": "NRt0ORFNodeRecycleTime"
+			          }
+			        },
+			        "NRt0ORFNodeRecycleTime.OFR_recycle_change": {
+			          "Target": {
+			            "Entity": "NRt0ORFNodeRecycleTime.OFR_recycle_change"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "NRt0ORFNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt0ORFNodeRecycleTime.OFR_recycle_change"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "NRt0ORFNodeRecycleTimes_have_OFR_recycle_change"
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime_has_OFR_recycle_previous": {
+			      "Binding": {
+			        "ConceptualEntity": "NR-t0-ORFNodeRecycleTime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "NRt0ORFNodeRecycleTime": {
+			          "Target": {
+			            "Entity": "NRt0ORFNodeRecycleTime"
+			          }
+			        },
+			        "NRt0ORFNodeRecycleTime.OFR_recycle_previous": {
+			          "Target": {
+			            "Entity": "NRt0ORFNodeRecycleTime.OFR_recycle_previous"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "NRt0ORFNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt0ORFNodeRecycleTime.OFR_recycle_previous"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "NRt0ORFNodeRecycleTimes_have_OFR_recycle_previous"
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime_has_OFR_recycle_last": {
+			      "Binding": {
+			        "ConceptualEntity": "NR-t0-ORFNodeRecycleTime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "NRt0ORFNodeRecycleTime": {
+			          "Target": {
+			            "Entity": "NRt0ORFNodeRecycleTime"
+			          }
+			        },
+			        "NRt0ORFNodeRecycleTime.OFR_recycle_last": {
+			          "Target": {
+			            "Entity": "NRt0ORFNodeRecycleTime.OFR_recycle_last"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "NRt0ORFNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt0ORFNodeRecycleTime.OFR_recycle_last"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "NRt0ORFNodeRecycleTimes_have_OFR_recycle_last"
+			        }
+			      ]
+			    },
+			    "NRt1CordonNodeRecycleTime_has_cordon_recycle_change": {
+			      "Binding": {
+			        "ConceptualEntity": "NR-t1-CordonNodeRecycleTime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "NRt1CordonNodeRecycleTime": {
+			          "Target": {
+			            "Entity": "NRt1CordonNodeRecycleTime"
+			          }
+			        },
+			        "NRt1CordonNodeRecycleTime.cordon_recycle_change": {
+			          "Target": {
+			            "Entity": "NRt1CordonNodeRecycleTime.cordon_recycle_change"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "NRt1CordonNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt1CordonNodeRecycleTime.cordon_recycle_change"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "NRt1CordonNodeRecycleTimes_have_cordon_recycle_change"
+			        }
+			      ]
+			    },
+			    "NRt1CordonNodeRecycleTime_has_cordon_recycle_previous": {
+			      "Binding": {
+			        "ConceptualEntity": "NR-t1-CordonNodeRecycleTime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "NRt1CordonNodeRecycleTime": {
+			          "Target": {
+			            "Entity": "NRt1CordonNodeRecycleTime"
+			          }
+			        },
+			        "NRt1CordonNodeRecycleTime.cordon_recycle_previous": {
+			          "Target": {
+			            "Entity": "NRt1CordonNodeRecycleTime.cordon_recycle_previous"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "NRt1CordonNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt1CordonNodeRecycleTime.cordon_recycle_previous"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "NRt1CordonNodeRecycleTimes_have_cordon_recycle_previous"
+			        }
+			      ]
+			    },
+			    "NRt1CordonNodeRecycleTime_has_cordon_recycle_last": {
+			      "Binding": {
+			        "ConceptualEntity": "NR-t1-CordonNodeRecycleTime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "NRt1CordonNodeRecycleTime": {
+			          "Target": {
+			            "Entity": "NRt1CordonNodeRecycleTime"
+			          }
+			        },
+			        "NRt1CordonNodeRecycleTime.cordon_recycle_last": {
+			          "Target": {
+			            "Entity": "NRt1CordonNodeRecycleTime.cordon_recycle_last"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "NRt1CordonNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt1CordonNodeRecycleTime.cordon_recycle_last"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "NRt1CordonNodeRecycleTimes_have_cordon_recycle_last"
+			        }
+			      ]
+			    },
+			    "rt1NodeFailureCategorization_has_unknown": {
+			      "Binding": {
+			        "ConceptualEntity": "R-t1-NodeFailureCategorization"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt1NodeFailureCategorization": {
+			          "Target": {
+			            "Entity": "rt1NodeFailureCategorization"
+			          }
+			        },
+			        "rt1NodeFailureCategorization.unknown": {
+			          "Target": {
+			            "Entity": "rt1NodeFailureCategorization.unknown"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rt1NodeFailureCategorization"
+			            },
+			            "Object": {
+			              "Role": "rt1NodeFailureCategorization.unknown"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rt1NodeFailureCategorizations_have_unknowns"
+			        }
+			      ]
+			    },
+			    "rr0na_has_unknownUnknownIssue": {
+			      "Binding": {
+			        "ConceptualEntity": "R-r0-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rr0na": {
+			          "Target": {
+			            "Entity": "rr0na"
+			          }
+			        },
+			        "rr0na.unknownUnknownIssue": {
+			          "Target": {
+			            "Entity": "rr0na.unknownUnknownIssue"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rr0na"
+			            },
+			            "Object": {
+			              "Role": "rr0na.unknownUnknownIssue"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rr0na_have_unknownUnknownIssues"
+			        }
+			      ]
+			    },
+			    "rr0na_has_unknown": {
+			      "Binding": {
+			        "ConceptualEntity": "R-r0-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rr0na": {
+			          "Target": {
+			            "Entity": "rr0na"
+			          }
+			        },
+			        "rr0na.unknown": {
+			          "Target": {
+			            "Entity": "rr0na.unknown"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rr0na"
+			            },
+			            "Object": {
+			              "Role": "rr0na.unknown"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rr0na_have_unknown"
+			        }
+			      ]
+			    },
+			    "rr0na_has_hardwareIBPortDown": {
+			      "Binding": {
+			        "ConceptualEntity": "R-r0-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rr0na": {
+			          "Target": {
+			            "Entity": "rr0na"
+			          }
+			        },
+			        "rr0na.hardwareIBPortDown": {
+			          "Target": {
+			            "Entity": "rr0na.hardwareIBPortDown"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rr0na"
+			            },
+			            "Object": {
+			              "Role": "rr0na.hardwareIBPortDown"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rr0na_have_hardwareIBPortDowns"
+			        }
+			      ]
+			    },
+			    "rt4DailyNodeRuntimeAvgFailure_has_reliability_alert": {
+			      "Binding": {
+			        "ConceptualEntity": "R-t4-DailyNodeRuntimeAvgFailure"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt4DailyNodeRuntimeAvgFailure": {
+			          "Target": {
+			            "Entity": "rt4DailyNodeRuntimeAvgFailure"
+			          }
+			        },
+			        "rt4DailyNodeRuntimeAvgFailure.reliability_alert": {
+			          "Target": {
+			            "Entity": "rt4DailyNodeRuntimeAvgFailure.reliability_alert"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rt4DailyNodeRuntimeAvgFailure"
+			            },
+			            "Object": {
+			              "Role": "rt4DailyNodeRuntimeAvgFailure.reliability_alert"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rt4DailyNodeRuntimeAvgFailures_have_reliability_alert"
+			        }
+			      ]
+			    },
+			    "at0ClusterCapacityStatus_has_availability_alert": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t0-ClusterCapacityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at0ClusterCapacityStatus": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "at0ClusterCapacityStatus.availability_alert": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus.availability_alert"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at0ClusterCapacityStatus"
+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus.availability_alert"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at0ClusterCapacityStatus_have_availability_alert"
+			        }
+			      ]
+			    },
+			    "at0ClusterCapacityStatus_has_OFR_GPU_ratio": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t0-ClusterCapacityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at0ClusterCapacityStatus": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "at0ClusterCapacityStatus.OFR_GPU_ratio": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus.OFR_GPU_ratio"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at0ClusterCapacityStatus"
+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus.OFR_GPU_ratio"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at0ClusterCapacityStatus_have_OFR_GPU_ratio"
+			        }
+			      ]
+			    },
+			    "at0ClusterCapacityStatus_has_OFR_GPU_count": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t0-ClusterCapacityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at0ClusterCapacityStatus": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "at0ClusterCapacityStatus.OFR_GPU_count": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus.OFR_GPU_count"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at0ClusterCapacityStatus"
+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus.OFR_GPU_count"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at0ClusterCapacityStatus_have_OFR_GPU_count"
+			        }
+			      ]
+			    },
+			    "at0ClusterCapacityStatus_has_available_GPU_count": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t0-ClusterCapacityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at0ClusterCapacityStatus": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "at0ClusterCapacityStatus.available_GPU_count": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus.available_GPU_count"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at0ClusterCapacityStatus"
+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus.available_GPU_count"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at0ClusterCapacityStatus_have_available_GPU_count"
+			        }
+			      ]
+			    },
+			    "at0ClusterCapacityStatus_has_allocated": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t0-ClusterCapacityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at0ClusterCapacityStatus": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "at0ClusterCapacityStatus.allocated": {
+			          "Target": {
+			            "Entity": "at0ClusterCapacityStatus.allocated"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at0ClusterCapacityStatus"
+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus.allocated"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at0ClusterCapacityStatus_have_allocated"
+			        },
+			        {
+			          "Adjective": {
+			            "Subject": {
+			              "Role": "at0ClusterCapacityStatus"
+			            },
+			            "Adjectives": [
+			              {
+			                "allocated": {
+			                  "State": "Generated"
+			                }
+			              }
+			            ],
+			            "Measurement": {
+			              "Role": "at0ClusterCapacityStatus.allocated"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "allocated_indicates_how_allocated_at0ClusterCapacityStatus_are"
+			        }
+			      ]
+			    },
+			    "at4AvailabilityStatus_has_min_AvailabilityRatio": {
+			      "Binding": {
+			        "ConceptualEntity": "A-t4-AvailabilityStatus"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "at4AvailabilityStatus": {
+			          "Target": {
+			            "Entity": "at4AvailabilityStatus"
+			          }
+			        },
+			        "at4AvailabilityStatus.min_AvailabilityRatio": {
+			          "Target": {
+			            "Entity": "at4AvailabilityStatus.min_AvailabilityRatio"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "at4AvailabilityStatus"
+			            },
+			            "Object": {
+			              "Role": "at4AvailabilityStatus.min_AvailabilityRatio"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "at4AvailabilityStatus_have_min_AvailabilityRatios"
+			        }
+			      ]
+			    },
+			    "at4AvailabilityStatus_has_max_AvailabilityRatio": {
+			      "Binding": {
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+			            "Entity": "at4AvailabilityStatus"
+			          }
+			        },
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+			            "Entity": "at4AvailabilityStatus.max_AvailabilityRatio"
+			          }
+			        }
+			      },
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+			        {
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+			              "Role": "at4AvailabilityStatus"
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+			          },
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+			        }
+			      ]
+			    },
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+			        "ConceptualEntity": "A-t4-AvailabilityStatus"
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+			        },
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+			        }
+			      },
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+			          },
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+			          "ID": "at4AvailabilityStatus_have_average_AvailabilityRatios"
+			        }
+			      ]
+			    },
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+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			          },
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+			      ]
+			    },
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+			        },
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+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			          },
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+			      ]
+			    },
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+			        },
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+			            "Entity": "at5DetailsofWeekAppended.total_GP_us"
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+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			          },
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+			          "ID": "at5DetailsofWeekAppended_have_total_GP_us"
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+			      ]
+			    },
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+			        },
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+			          "Target": {
+			            "Entity": "at5DetailsofWeekAppended.total_node"
+			          }
+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			      ]
+			    },
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+			        },
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+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			          },
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+			      ]
+			    },
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+			        },
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+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			          },
+			          "State": "Generated",
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+			        },
+			        {
+			          "Adjective": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			            ],
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+			          },
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+			      ]
+			    },
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+			        },
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+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			          },
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+			          "ID": "at5DetailsofWeekAppended_have_hpcua"
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+			      ]
+			    },
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+			        },
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+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
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+			          },
+			          "State": "Generated",
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+			          "ID": "at5DetailsofWeekAppended_have_cordons"
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+			      ]
+			    },
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+			        },
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+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			              "Role": "at5DetailsofWeekAppended"
+			            },
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+			          },
+			          "State": "Generated",
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+			        },
+			        {
+			          "Adjective": {
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+			              "Role": "at5DetailsofWeekAppended"
+			            },
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+			          },
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+			      ]
+			    },
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+			        }
+			      },
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+			      ]
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+			        },
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+			        }
+			      },
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+			          "Attribute": {
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+			              "Role": "at5DetailsofWeekAppended"
+			            },
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+			        }
+			      },
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+			      ]
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+			        }
+			      },
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+			        }
+			      },
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+			    },
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+			        }
+			      },
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+			        }
+			      },
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+			      ]
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+			        "ar2na": {
+			          "Target": {
+			            "Entity": "ar2na"
+			          }
+			        },
+			        "ar2na.endpoint": {
+			          "Target": {
+			            "Entity": "ar2na.endpoint"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "ar2na"
+			            },
+			            "Object": {
+			              "Role": "ar2na.endpoint"
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+			          },
+			          "State": "Generated",
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+			          "ID": "ar2na_have_endpoints"
+			        }
+			      ]
+			    },
+			    "ar2na_has_day": {
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+			        "ConceptualEntity": "A-r2-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "ar2na": {
+			          "Target": {
+			            "Entity": "ar2na"
+			          }
+			        },
+			        "ar2na.day": {
+			          "Target": {
+			            "Entity": "ar2na.day"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "ar2na"
+			            },
+			            "Object": {
+			              "Role": "ar2na.day"
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+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "ar2na_have_days"
+			        }
+			      ]
+			    },
+			    "rr0na_has_week": {
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+			        "ConceptualEntity": "R-r0-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rr0na": {
+			          "Target": {
+			            "Entity": "rr0na"
+			          }
+			        },
+			        "rr0na.week": {
+			          "Target": {
+			            "Entity": "rr0na.week"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rr0na"
+			            },
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+			              "Role": "rr0na.week"
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+			          },
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+			          "ID": "rr0na_have_weeks"
+			        }
+			      ]
+			    },
+			    "rr0na_has_hardwareNodeCrash": {
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+			        "ConceptualEntity": "R-r0-na"
+			      },
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+			        "rr0na": {
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+			            "Entity": "rr0na"
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+			        },
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+			          "Target": {
+			            "Entity": "rr0na.hardwareNodeCrash"
+			          }
+			        }
+			      },
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+			        {
+			          "Attribute": {
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+			              "Role": "rr0na"
+			            },
+			            "Object": {
+			              "Role": "rr0na.hardwareNodeCrash"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "rr0na_have_hardwareNodeCrashes"
+			        }
+			      ]
+			    },
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+			        "ConceptualEntity": "R-r0-na"
+			      },
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+			            "Entity": "rr0na"
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+			        },
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+			            "Entity": "rr0na.hardwareIBLinkFlapping"
+			          }
+			        }
+			      },
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+			          "Attribute": {
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+			            },
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+			              "Role": "rr0na.hardwareIBLinkFlapping"
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+			          },
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+			          "ID": "rr0na_have_hardwareIBLinkFlappings"
+			        }
+			      ]
+			    },
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+			        },
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+			            "Entity": "rr0na.hardwareGPUHangingwithSegfault"
+			          }
+			        }
+			      },
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+			            },
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+			              "Role": "rr0na.hardwareGPUHangingwithSegfault"
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+			          },
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+			          "ID": "rr0na_have_hardwareGPUHangingwithSegfaults"
+			        }
+			      ]
+			    },
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+			      },
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+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "at0ClusterCapacityStatus.total_VM_count_weekly_avg_": {
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+			            "Entity": "at0ClusterCapacityStatus.total_VM_count_weekly_avg_"
+			          }
+			        }
+			      },
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+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus.total_VM_count_weekly_avg_"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "at0ClusterCapacityStatus_have_total_VM_count_weekly_avg_"
+			        }
+			      ]
+			    },
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+			      },
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+			            "Entity": "at0ClusterCapacityStatus"
+			          }
+			        },
+			        "at0ClusterCapacityStatus.available_VMs_empty": {
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+			            "Entity": "at0ClusterCapacityStatus.available_VMs_empty"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			            },
+			            "Object": {
+			              "Role": "at0ClusterCapacityStatus.available_VMs_empty"
+			            }
+			          },
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+			          "ID": "at0ClusterCapacityStatus_have_available_VMs_empty"
+			        }
+			      ]
+			    },
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+			      },
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+			        },
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+			        }
+			      },
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+			          "Attribute": {
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+			            },
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+			              "Role": "NRt0ORFNodeRecycleTime.UA_count_in_single_recycle"
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+			          },
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+			          "ID": "NRt0ORFNodeRecycleTimes_have_UA_count_in_single_recycle"
+			        }
+			      ]
+			    },
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+			      },
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+			        },
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+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			            },
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+			              "Role": "NRt0ORFNodeRecycleTime.node_recycle_time"
+			            }
+			          },
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+			          "ID": "NRt0ORFNodeRecycleTimes_have_node_recycle_time"
+			        }
+			      ]
+			    },
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+			      },
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+			          }
+			        },
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+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			            },
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+			            }
+			          },
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+			          "ID": "NRt0ORFNodeRecycleTimes_have_node_counts"
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime_has_node_return_processing": {
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+			      },
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+			          }
+			        },
+			        "NRt0ORFNodeRecycleTime.node_return_processing": {
+			          "Target": {
+			            "Entity": "NRt0ORFNodeRecycleTime.node_return_processing"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
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+			            },
+			            "Object": {
+			              "Role": "NRt0ORFNodeRecycleTime.node_return_processing"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "NRt0ORFNodeRecycleTimes_have_node_return_processing"
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime_has_wait_for_allocation": {
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+			      },
+			      "State": "Generated",
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+			          }
+			        },
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+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
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+			              "Role": "NRt0ORFNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt0ORFNodeRecycleTime.wait_for_allocation"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "NRt0ORFNodeRecycleTimes_have_wait_for_allocation"
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime_has_issue_deteted_to_UA": {
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+			      },
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+			          }
+			        },
+			        "NRt0ORFNodeRecycleTime.issue_deteted_to_UA": {
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+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
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+			              "Role": "NRt0ORFNodeRecycleTime"
+			            },
+			            "Object": {
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+			            }
+			          },
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+			          "ID": "NRt0ORFNodeRecycleTimes_have_issue_deteted_to_UA"
+			        }
+			      ]
+			    },
+			    "NRt0ORFNodeRecycleTime_has_UA_cycle": {
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+			      },
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+			          }
+			        },
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+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
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+			              "Role": "NRt0ORFNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt0ORFNodeRecycleTime.UA_cycle"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "NRt0ORFNodeRecycleTimes_have_UA_cycles"
+			        }
+			      ]
+			    },
+			    "NRt1CordonNodeRecycleTime_has_node_count": {
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+			        "ConceptualEntity": "NR-t1-CordonNodeRecycleTime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "NRt1CordonNodeRecycleTime": {
+			          "Target": {
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+			          }
+			        },
+			        "NRt1CordonNodeRecycleTime.node_count": {
+			          "Target": {
+			            "Entity": "NRt1CordonNodeRecycleTime.node_count"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
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+			              "Role": "NRt1CordonNodeRecycleTime"
+			            },
+			            "Object": {
+			              "Role": "NRt1CordonNodeRecycleTime.node_count"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "NRt1CordonNodeRecycleTimes_have_node_counts"
+			        }
+			      ]
+			    },
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+			      },
+			      "State": "Generated",
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+			        "NRt1CordonNodeRecycleTime": {
+			          "Target": {
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+			          }
+			        },
+			        "NRt1CordonNodeRecycleTime.node_recycle_time": {
+			          "Target": {
+			            "Entity": "NRt1CordonNodeRecycleTime.node_recycle_time"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
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+			            },
+			            "Object": {
+			              "Role": "NRt1CordonNodeRecycleTime.node_recycle_time"
+			            }
+			          },
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+			          "ID": "NRt1CordonNodeRecycleTimes_have_node_recycle_time"
+			        }
+			      ]
+			    },
+			    "rt2NodeFailureRCABreakdown_has_category_hierarchy": {
+			      "Binding": {
+			        "ConceptualEntity": "R-t2-NodeFailureRCABreakdown"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt2NodeFailureRCABreakdown": {
+			          "Target": {
+			            "Entity": "rt2NodeFailureRCABreakdown"
+			          }
+			        },
+			        "rt2NodeFailureRCABreakdown.category_hierarchy": {
+			          "Target": {
+			            "Entity": "rt2NodeFailureRCABreakdown.category_hierarchy"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rt2NodeFailureRCABreakdown"
+			            },
+			            "Object": {
+			              "Role": "rt2NodeFailureRCABreakdown.category_hierarchy"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rt2NodeFailureRCABreakdowns_have_category_hierarchies"
+			        }
+			      ]
+			    },
+			    "rt2NodeFailureRCABreakdown_has_top_3_category_reasons_max_week": {
+			      "Binding": {
+			        "ConceptualEntity": "R-t2-NodeFailureRCABreakdown"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt2NodeFailureRCABreakdown": {
+			          "Target": {
+			            "Entity": "rt2NodeFailureRCABreakdown"
+			          }
+			        },
+			        "rt2NodeFailureRCABreakdown.top_3_category_reasons_max_week": {
+			          "Target": {
+			            "Entity": "rt2NodeFailureRCABreakdown.top_3_category_reasons_max_week"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rt2NodeFailureRCABreakdown"
+			            },
+			            "Object": {
+			              "Role": "rt2NodeFailureRCABreakdown.top_3_category_reasons_max_week"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "rt2NodeFailureRCABreakdowns_have_top_3_category_reasons_max_week"
+			        }
+			      ]
+			    },
+			    "rt2NodeFailureRCABreakdown_has_category_reason": {
+			      "Binding": {
+			        "ConceptualEntity": "R-t2-NodeFailureRCABreakdown"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt2NodeFailureRCABreakdown": {
+			          "Target": {
+			            "Entity": "rt2NodeFailureRCABreakdown"
+			          }
+			        },
+			        "rt2NodeFailureRCABreakdown.category_reason": {
+			          "Target": {
+			            "Entity": "rt2NodeFailureRCABreakdown.category_reason"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
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+			              "Role": "rt2NodeFailureRCABreakdown"
+			            },
+			            "Object": {
+			              "Role": "rt2NodeFailureRCABreakdown.category_reason"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rt2NodeFailureRCABreakdowns_have_category_reasons"
+			        }
+			      ]
+			    },
+			    "rr0ColumnUser_has_reason_in_category_user": {
+			      "Binding": {
+			        "ConceptualEntity": "R-r0-ColumnUser"
+			      },
+			      "State": "Generated",
+			      "Roles": {
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+			          "Target": {
+			            "Entity": "rr0ColumnUser"
+			          }
+			        },
+			        "rr0ColumnUser.reason_in_category_user": {
+			          "Target": {
+			            "Entity": "rr0ColumnUser.reason_in_category_user"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "rr0ColumnUser"
+			            },
+			            "Object": {
+			              "Role": "rr0ColumnUser.reason_in_category_user"
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+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "rr0ColumnUsers_have_reason_in_category_user"
+			        },
+			        {
+			          "Verb": {
+			            "Subject": {
+			              "Role": "rr0ColumnUser"
+			            },
+			            "Verbs": [
+			              {
+			                "reason": {
+			                  "State": "Generated"
+			                }
+			              }
+			            ],
+			            "PrepositionalPhrases": [
+			              {
+			                "Prepositions": [
+			                  {
+			                    "in": {
+			                      "State": "Generated"
+			                    }
+			                  }
+			                ],
+			                "Object": {
+			                  "Role": "rr0ColumnUser.reason_in_category_user"
+			                }
+			              }
+			            ]
+			          },
+			          "State": "Generated",
+			          "Weight": 0.95,
+			          "ID": "rr0ColumnUsers_reason_in_reason_in_category_user"
+			        }
+			      ]
+			    },
+			    "rr0ColumnPlatform_has_reason_in_category_platform": {
+			      "Binding": {
+			        "ConceptualEntity": "R-r0-ColumnPlatform"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rr0ColumnPlatform": {
+			          "Target": {
+			            "Entity": "rr0ColumnPlatform"
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+			            "Entity": "ar0na"
+			          }
+			        },
+			        "ar0na.avg_ready_used": {
+			          "Target": {
+			            "Entity": "ar0na.avg_ready_used"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
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+			            },
+			            "Object": {
+			              "Role": "ar0na.avg_ready_used"
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+			          "State": "Generated",
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+			          "ID": "ar0na_have_avg_ready_used"
+			        }
+			      ]
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+			        "ConceptualEntity": "A-r0-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
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+			          "Target": {
+			            "Entity": "ar0na"
+			          }
+			        },
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+			          "Target": {
+			            "Entity": "ar0na.avg_ready_empty"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
+			            "Subject": {
+			              "Role": "ar0na"
+			            },
+			            "Object": {
+			              "Role": "ar0na.avg_ready_empty"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "ar0na_have_avg_ready_empties"
+			        }
+			      ]
+			    },
+			    "ar0na_has_avg_total": {
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+			        "ConceptualEntity": "A-r0-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "ar0na": {
+			          "Target": {
+			            "Entity": "ar0na"
+			          }
+			        },
+			        "ar0na.avg_total": {
+			          "Target": {
+			            "Entity": "ar0na.avg_total"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "ar0na"
+			            },
+			            "Object": {
+			              "Role": "ar0na.avg_total"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "ar0na_have_avg_totals"
+			        }
+			      ]
+			    },
+			    "ar0na_has_cluster": {
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+			        "ConceptualEntity": "A-r0-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "ar0na": {
+			          "Target": {
+			            "Entity": "ar0na"
+			          }
+			        },
+			        "ar0na.cluster": {
+			          "Target": {
+			            "Entity": "ar0na.cluster"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "ar0na"
+			            },
+			            "Object": {
+			              "Role": "ar0na.cluster"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "ar0na_have_clusters"
+			        }
+			      ]
+			    },
+			    "ar0na_has_week": {
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+			        "ConceptualEntity": "A-r0-na"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "ar0na": {
+			          "Target": {
+			            "Entity": "ar0na"
+			          }
+			        },
+			        "ar0na.week": {
+			          "Target": {
+			            "Entity": "ar0na.week"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "ar0na"
+			            },
+			            "Object": {
+			              "Role": "ar0na.week"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "ar0na_have_weeks"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_in_job_state": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary": {
+			          "Target": {
+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jr2JobSummary.job_state": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.job_state"
+			          }
+			        }
+			      },
+			      "SemanticSlots": {
+			        "Where": {
+			          "Role": "jr2JobSummary.job_state"
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Preposition": {
+			            "Subject": {
+			              "Role": "jr2JobSummary"
+			            },
+			            "Prepositions": [
+			              {
+			                "in": {
+			                  "State": "Generated"
+			                }
+			              }
+			            ],
+			            "Object": {
+			              "Role": "jr2JobSummary.job_state"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "jr2JobSummaries_are_in_job_states"
+			        }
+			      ]
+			    },
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+			      },
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+			        "jr2JobSummary": {
+			          "Target": {
+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jr2JobSummary.time_generated": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated"
+			          }
+			        }
+			      },
+			      "SemanticSlots": {
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+			          "Role": "jr2JobSummary.time_generated"
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Verb": {
+			            "Verbs": [
+			              {
+			                "generate": {
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+			                }
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+			            ],
+			            "Object": {
+			              "Role": "jr2JobSummary"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "jr2JobSummaries_are_generated_on_time_generated"
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+			      ]
+			    },
+			    "jr2JobSummary_is_created_on_created_datetime": {
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+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary": {
+			          "Target": {
+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jr2JobSummary.created_datetime": {
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+			            "Entity": "jr2JobSummary.created_datetime"
+			          }
+			        }
+			      },
+			      "SemanticSlots": {
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+			          "Role": "jr2JobSummary.created_datetime"
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Verb": {
+			            "Verbs": [
+			              {
+			                "create": {
+			                  "State": "Generated"
+			                }
+			              }
+			            ],
+			            "Object": {
+			              "Role": "jr2JobSummary"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "jr2JobSummaries_are_created_on_created_datetimes"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_is_launched_on_launch_time": {
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+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary": {
+			          "Target": {
+			            "Entity": "jr2JobSummary"
+			          }
+			        },
+			        "jr2JobSummary.launch_time": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.launch_time"
+			          }
+			        }
+			      },
+			      "SemanticSlots": {
+			        "When": {
+			          "Role": "jr2JobSummary.launch_time"
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Verb": {
+			            "Verbs": [
+			              {
+			                "launch": {
+			                  "State": "Generated"
+			                }
+			              }
+			            ],
+			            "Object": {
+			              "Role": "jr2JobSummary"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.9,
+			          "ID": "jr2JobSummaries_are_launched_on_launch_times"
+			        }
+			      ]
+			    },
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+			      "Binding": {
+			        "ConceptualEntity": "R-t3-DailyOccurrenceofNodeFailuresRuntime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt3DailyOccurrenceofNodeFailuresRuntime": {
+			          "Target": {
+			            "Entity": "rt3DailyOccurrenceofNodeFailuresRuntime"
+			          }
+			        },
+			        "rt3DailyOccurrenceofNodeFailuresRuntime.end_date": {
+			          "Target": {
+			            "Entity": "rt3DailyOccurrenceofNodeFailuresRuntime.end_date"
+			          }
+			        }
+			      },
+			      "SemanticSlots": {
+			        "When": {
+			          "Role": "rt3DailyOccurrenceofNodeFailuresRuntime.end_date"
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Verb": {
+			            "Verbs": [
+			              {
+			                "end": {
+			                  "State": "Generated"
+			                }
+			              }
+			            ],
+			            "Object": {
+			              "Role": "rt3DailyOccurrenceofNodeFailuresRuntime"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.9,
+			          "ID": "rt3DailyOccurrenceofNodeFailuresRuntimes_are_ended_on_end_dates"
+			        }
+			      ]
+			    },
+			    "rt3DailyOccurrenceofNodeFailuresRuntime_is_started_on_start_date": {
+			      "Binding": {
+			        "ConceptualEntity": "R-t3-DailyOccurrenceofNodeFailuresRuntime"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "rt3DailyOccurrenceofNodeFailuresRuntime": {
+			          "Target": {
+			            "Entity": "rt3DailyOccurrenceofNodeFailuresRuntime"
+			          }
+			        },
+			        "rt3DailyOccurrenceofNodeFailuresRuntime.start_date": {
+			          "Target": {
+			            "Entity": "rt3DailyOccurrenceofNodeFailuresRuntime.start_date"
+			          }
+			        }
+			      },
+			      "SemanticSlots": {
+			        "When": {
+			          "Role": "rt3DailyOccurrenceofNodeFailuresRuntime.start_date"
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Verb": {
+			            "Verbs": [
+			              {
+			                "start": {
+			                  "State": "Generated"
+			                }
+			              }
+			            ],
+			            "Object": {
+			              "Role": "rt3DailyOccurrenceofNodeFailuresRuntime"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.9,
+			          "ID": "rt3DailyOccurrenceofNodeFailuresRuntimes_are_started_on_start_dates"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_completion_time_date_hierarchy_has_jr2JobSummary_completion_time_month": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
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+			        "jr2JobSummary.completion_time.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.completion_time.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.completion_time.month": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.completion_time.month"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.completion_time.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.completion_time.month"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "completion_time_date_hierarchies_have_completion_time_months"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_completion_time_date_hierarchy_has_jr2JobSummary_completion_time_day": {
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+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
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+			            "Entity": "jr2JobSummary.completion_time.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.completion_time.day": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.completion_time.day"
+			          }
+			        }
+			      },
+			      "Phrasings": [
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+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.completion_time.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.completion_time.day"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "completion_time_date_hierarchies_have_completion_time_days"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_created_datetime_has_date_hierarchy": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
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+			          "Target": {
+			            "Entity": "jr2JobSummary.created_datetime"
+			          }
+			        },
+			        "jr2JobSummary.created_datetime.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.created_datetime.date_hierarchy"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.created_datetime"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.created_datetime.date_hierarchy"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "created_datetimes_have_created_datetime_date_hierarchies"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_created_datetime_date_hierarchy_has_jr2JobSummary_created_datetime_year": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary.created_datetime.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.created_datetime.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.created_datetime.year": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.created_datetime.year"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.created_datetime.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.created_datetime.year"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "created_datetime_date_hierarchies_have_created_datetime_years"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_created_datetime_date_hierarchy_has_jr2JobSummary_created_datetime_quarter": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary.created_datetime.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.created_datetime.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.created_datetime.quarter": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.created_datetime.quarter"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.created_datetime.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.created_datetime.quarter"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "created_datetime_date_hierarchies_have_created_datetime_quarters"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_created_datetime_date_hierarchy_has_jr2JobSummary_created_datetime_month": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
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+			            "Entity": "jr2JobSummary.created_datetime.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.created_datetime.month": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.created_datetime.month"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.created_datetime.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.created_datetime.month"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "created_datetime_date_hierarchies_have_created_datetime_months"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_created_datetime_date_hierarchy_has_jr2JobSummary_created_datetime_day": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
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+			            "Entity": "jr2JobSummary.created_datetime.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.created_datetime.day": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.created_datetime.day"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.created_datetime.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.created_datetime.day"
+			            }
+			          },
+			          "State": "Generated",
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+			          "ID": "created_datetime_date_hierarchies_have_created_datetime_days"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_time_generated_has_date_hierarchy": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary.time_generated": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated"
+			          }
+			        },
+			        "jr2JobSummary.time_generated.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.date_hierarchy"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.time_generated"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.time_generated.date_hierarchy"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "time_generated_have_time_generated_date_hierarchies"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_time_generated_date_hierarchy_has_jr2JobSummary_time_generated_year": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary.time_generated.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.time_generated.year": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.year"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.time_generated.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.time_generated.year"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "time_generated_date_hierarchies_have_time_generated_years"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_time_generated_date_hierarchy_has_jr2JobSummary_time_generated_quarter": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary.time_generated.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.time_generated.quarter": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.quarter"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.time_generated.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.time_generated.quarter"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "time_generated_date_hierarchies_have_time_generated_quarters"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_time_generated_date_hierarchy_has_jr2JobSummary_time_generated_month": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary.time_generated.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.time_generated.month": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.month"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.time_generated.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.time_generated.month"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "time_generated_date_hierarchies_have_time_generated_months"
+			        }
+			      ]
+			    },
+			    "jr2JobSummary_time_generated_date_hierarchy_has_jr2JobSummary_time_generated_day": {
+			      "Binding": {
+			        "ConceptualEntity": "J-r2-JobSummary"
+			      },
+			      "State": "Generated",
+			      "Roles": {
+			        "jr2JobSummary.time_generated.date_hierarchy": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.date_hierarchy"
+			          }
+			        },
+			        "jr2JobSummary.time_generated.day": {
+			          "Target": {
+			            "Entity": "jr2JobSummary.time_generated.day"
+			          }
+			        }
+			      },
+			      "Phrasings": [
+			        {
+			          "Attribute": {
+			            "Subject": {
+			              "Role": "jr2JobSummary.time_generated.date_hierarchy"
+			            },
+			            "Object": {
+			              "Role": "jr2JobSummary.time_generated.day"
+			            }
+			          },
+			          "State": "Generated",
+			          "Weight": 0.99,
+			          "ID": "time_generated_date_hierarchies_have_time_generated_days"
+			        }
+			      ]
+			    }
+			  },
+			  "Agents": {
+			    "Internal": {
+			      "Version": "1.1.0"
+			    }
+			  }
+			}
+		contentType: json
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/database.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/database.tmdl
new file mode 100644
index 00000000..3d2c0d97
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/database.tmdl
@@ -0,0 +1,3 @@
+database
+	compatibilityLevel: 1567
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/model.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/model.tmdl
new file mode 100644
index 00000000..b7251fca
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/model.tmdl
@@ -0,0 +1,99 @@
+model Model
+	culture: en-US
+	defaultPowerBIDataSourceVersion: powerBI_V3
+	sourceQueryCulture: en-US
+	dataAccessOptions
+		legacyRedirects
+		returnErrorValuesAsNull
+
+/// Query group for diagnostics
+queryGroup Diagnostics
+
+	annotation PBI_QueryGroupOrder = 0
+
+queryGroup Availability
+
+	annotation PBI_QueryGroupOrder = 1
+
+queryGroup Reliability
+
+	annotation PBI_QueryGroupOrder = 2
+
+queryGroup Job
+
+	annotation PBI_QueryGroupOrder = 3
+
+annotation PBI_QueryOrder = ["A-r0-na","A-r2-na","NR-t0-ORFNodeRecycleTime","NR-t1-CordonNodeRecycleTime","R-r0-na","R-r0-ColumnHardware","R-r0-ColumnPlatform","R-r0-ColumnUser","R-r0-ColumnEmpty","R-r0-ColumnUnknown","R-r1-na","R-t0-DailyNodeRuntimeAvgFailure","R-t1-NodeFailureCategorization","R-t2-NodeFailureRCABreakdown","R-t3-DailyOccurrenceofNodeFailuresRuntime","ADimWeek","ADimWeek_stage1","ADimClustername","ADimClustername_stage1","ADimEndpoint","RDimWeek","RDimEndpoint_stage1","RDimEndpoint","RDimFailurecat","M-t0-MTBFbyNode","J-r2-JobSummary","J-r3-JobReact","M-r0-HWJobActions","JDimGpuCount"]
+
+annotation __PBI_TimeIntelligenceEnabled = 1
+
+annotation PBIDesktopVersion = 2.146.553.0 (25.08)+9ad5b085e9f009bf544eb184334212fc69e3ffae
+
+annotation PBI_ProTooling = ["DevMode"]
+
+ref table A-r0-na
+ref table A-t0-ClusterCapacityStatus
+ref table DateTableTemplate_ad27ff52-3a2a-406a-a1cc-f09f58d58185
+ref table R-t0-DailyNodeRuntimeAvgFailure
+ref table R-t3-DailyOccurrenceofNodeFailuresRuntime
+ref table LocalDateTable_c8777a3a-5e2f-4fa4-a113-1211d451fdaa
+ref table R-r0-na
+ref table R-t1-NodeFailureCategorization
+ref table LocalDateTable_21e66450-2dd4-4002-b492-041131745eea
+ref table LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3
+ref table R-r0-ColumnHardware
+ref table R-r0-ColumnPlatform
+ref table R-r0-ColumnUser
+ref table R-r0-ColumnEmpty
+ref table R-t2-NodeFailureRCABreakdown
+ref table NR-t1-CordonNodeRecycleTime
+ref table NR-t0-ORFNodeRecycleTime
+ref table A-r2-na
+ref table LocalDateTable_cef9989f-cbfb-49d1-926b-43c32f72a0dc
+ref table A-t5-DetailsofWeekAppended
+ref table A-t4-AvailabilityStatus
+ref table LocalDateTable_f6af1449-a88d-4bce-a581-e4bbfc162fb5
+ref table M-t0-MTBFbyNode
+ref table R-r0-ColumnUnknown
+ref table LocalDateTable_87233e88-b4b1-4a8a-9ecc-b61441c00f5a
+ref table ADimWeek
+ref table ADimClustername
+ref table ADimClustername_stage1
+ref table ADimEndpoint
+ref table RDimWeek
+ref table RDimEndpoint_stage1
+ref table LocalDateTable_1a030e83-25f1-4b5e-86ce-18fca13f6878
+ref table LocalDateTable_e78aa197-a9d3-42c7-b595-c6e8aef6b914
+ref table RDimEndpoint
+ref table CalendarTable
+ref table RDimFailurecat
+ref table R-r1-na
+ref table LocalDateTable_bfd0980a-5f77-4f08-84ec-70c9249006b7
+ref table R-t4-DailyNodeRuntimeAvgFailure
+ref table LocalDateTable_4df5af18-8bd0-4a4a-a27d-e2f18cd371c6
+ref table ADimWeek_stage1
+ref table J-r2-JobSummary
+ref table LocalDateTable_5d04bbfc-5024-42f3-914e-14e117b931d6
+ref table LocalDateTable_85be020b-6527-4384-8697-bf2cad73d847
+ref table LocalDateTable_5e143f92-b0c5-4201-86e5-961728295172
+ref table LocalDateTable_3d6cba95-d750-45c5-a26e-073e4042d568
+ref table LocalDateTable_f014c0c3-56d4-4665-ae48-57955ace6a08
+ref table J-t4-JobDuration
+ref table M-r0-HWJobActions
+ref table LocalDateTable_56c1702b-3756-4027-8c84-c606008d1ab0
+ref table LocalDateTable_077a5672-db92-4532-a69d-ca6b348e2b80
+ref table LocalDateTable_7ee6f4c4-0e57-4409-a3fe-8cce142b4ee5
+ref table LocalDateTable_c1f515d7-006a-40bd-930d-3c83df748125
+ref table LocalDateTable_9c1c2e57-e40b-48f2-b88f-e05e38f42b1c
+ref table JDimGpuCount
+ref table J-r3-JobReact
+ref table LocalDateTable_95ee6485-1b8d-4c42-892c-b5da24431797
+ref table LocalDateTable_1186d06e-6f71-4af2-883f-851e82f348ef
+ref table LocalDateTable_0c9ebf7f-460d-4d02-8357-386489f6eaff
+ref table LocalDateTable_21f1bd85-0e61-4f76-9cd1-ae3649379943
+ref table LocalDateTable_840e7cff-6cb6-4e19-9f1d-d35db3a192e5
+ref table LocalDateTable_44ed86b5-a0d6-4a84-9017-c249d8155b13
+ref table J-t5-JobReactTime
+
+ref cultureInfo en-US
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/relationships.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/relationships.tmdl
new file mode 100644
index 00000000..620f374a
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/relationships.tmdl
@@ -0,0 +1,290 @@
+relationship 33193873-48a9-4226-b97c-61164c1568d9
+	joinOnDateBehavior: datePartOnly
+	fromColumn: R-t3-DailyOccurrenceofNodeFailuresRuntime.EndDate
+	toColumn: LocalDateTable_c8777a3a-5e2f-4fa4-a113-1211d451fdaa.Date
+
+relationship ceb3c7b1-6dfe-4688-b066-0c288b4f5600
+	joinOnDateBehavior: datePartOnly
+	fromColumn: R-r0-na.Timestamp
+	toColumn: LocalDateTable_21e66450-2dd4-4002-b492-041131745eea.Date
+
+relationship 51b89cd0-a1d5-45c3-8dcc-43b9d45a0f3c
+	joinOnDateBehavior: datePartOnly
+	fromColumn: A-r0-na.TIMESTAMP
+	toColumn: LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3.Date
+
+relationship 00970ea9-4c57-4253-b007-3f98aad17b37
+	joinOnDateBehavior: datePartOnly
+	fromColumn: A-r2-na.Day
+	toColumn: LocalDateTable_cef9989f-cbfb-49d1-926b-43c32f72a0dc.Date
+
+relationship 3e47992c-fe4d-4953-9d19-efe56b951c42
+	joinOnDateBehavior: datePartOnly
+	fromColumn: A-t5-DetailsofWeekAppended.Date
+	toColumn: LocalDateTable_f6af1449-a88d-4bce-a581-e4bbfc162fb5.Date
+
+relationship 39bee79e-6600-4612-a7bd-e834a7185b9d
+	joinOnDateBehavior: datePartOnly
+	fromColumn: A-t0-ClusterCapacityStatus.Date
+	toColumn: LocalDateTable_87233e88-b4b1-4a8a-9ecc-b61441c00f5a.Date
+
+relationship a37368a9-6f20-747b-47d3-7adfa42f5794
+	fromColumn: A-t0-ClusterCapacityStatus.Week
+	toColumn: ADimWeek.Week
+
+relationship 270b7400-b46a-a14b-0409-a4cdbdb6d7ce
+	fromColumn: A-t4-AvailabilityStatus.Week
+	toColumn: ADimWeek.Week
+
+relationship 295204a2-7762-4fd1-a94b-01ba8721870e
+	fromColumn: A-t5-DetailsofWeekAppended.Week
+	toColumn: ADimWeek.Week
+
+relationship 58e36af7-c0ed-582d-2b3a-4854797514b0
+	fromColumn: NR-t0-ORFNodeRecycleTime.Week
+	toColumn: ADimWeek.Week
+
+relationship 535c71ae-13a4-89e1-281b-026b046c041b
+	fromColumn: NR-t1-CordonNodeRecycleTime.Week
+	toColumn: ADimWeek.Week
+
+relationship 414b722c-2e5c-9158-9791-2bc49b8a0f43
+	fromColumn: A-t0-ClusterCapacityStatus.Cluster
+	toColumn: ADimClustername.ClusterName
+
+relationship a1430364-4d43-0536-2bd3-277b05a88429
+	fromColumn: A-t4-AvailabilityStatus.ClusterName
+	toColumn: ADimClustername.ClusterName
+
+relationship 53918775-10b2-cda5-20a9-d47e6e33c679
+	fromColumn: A-t5-DetailsofWeekAppended.ClusterName
+	toColumn: ADimClustername.ClusterName
+
+relationship a6a0d103-9b3e-15f8-dc99-c21c6e1b5398
+	fromColumn: NR-t0-ORFNodeRecycleTime.ClusterName
+	toColumn: ADimClustername.ClusterName
+
+relationship 372320e0-7929-4db6-3a45-1f33fbd359ce
+	fromColumn: NR-t1-CordonNodeRecycleTime.ClusterName
+	toColumn: ADimClustername.ClusterName
+
+relationship f2d49e00-cb7b-83c1-8289-5df47a816319
+	fromColumn: A-t4-AvailabilityStatus.Endpoint
+	toColumn: ADimEndpoint.Endpoint
+
+relationship e5a21446-5db6-388c-6f0b-4e148f94c96d
+	fromColumn: A-t5-DetailsofWeekAppended.Endpoint
+	toColumn: ADimEndpoint.Endpoint
+
+relationship d146efc7-2fe0-2da9-eb1e-17a1dd8a693e
+	fromColumn: NR-t0-ORFNodeRecycleTime.Endpoint
+	toColumn: ADimEndpoint.Endpoint
+
+relationship 8a8d43cb-2dfb-3251-467e-739163880db0
+	fromColumn: NR-t1-CordonNodeRecycleTime.Endpoint
+	toColumn: ADimEndpoint.Endpoint
+
+relationship d10f6ef4-5b1e-0048-7b5c-9b9c9c5fed90
+	fromColumn: R-t1-NodeFailureCategorization.Week
+	toColumn: RDimWeek.Week
+
+relationship 1217dc7c-670c-ca62-14b4-8f0aa43dedae
+	fromColumn: R-t2-NodeFailureRCABreakdown.Week
+	toColumn: RDimWeek.Week
+
+relationship 1aa4a5d4-33cb-4922-b748-fc99512c4d75
+	joinOnDateBehavior: datePartOnly
+	fromColumn: R-t0-DailyNodeRuntimeAvgFailure.Date
+	toColumn: LocalDateTable_1a030e83-25f1-4b5e-86ce-18fca13f6878.Date
+
+relationship fdef23f3-70be-4e85-a029-ed7c832eface
+	joinOnDateBehavior: datePartOnly
+	fromColumn: R-t1-NodeFailureCategorization.Timestamp
+	toColumn: LocalDateTable_e78aa197-a9d3-42c7-b595-c6e8aef6b914.Date
+
+relationship 4297d87a-1a52-d935-e119-ae63e6b82a2f
+	fromColumn: R-t1-NodeFailureCategorization.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
+relationship 0044bc7f-6de6-6879-b010-9c5207a4bae6
+	fromColumn: R-t0-DailyNodeRuntimeAvgFailure.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
+relationship afcc83b1-0729-dedf-291b-0c6839c2b2f0
+	fromColumn: R-t2-NodeFailureRCABreakdown.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
+relationship bc340228-ccca-1d25-e716-3a55aef1c033
+	fromColumn: R-t0-DailyNodeRuntimeAvgFailure.Week
+	toColumn: RDimWeek.Week
+
+relationship a70eefd7-1e12-a2b8-fd5b-681516f21e3b
+	fromColumn: R-t3-DailyOccurrenceofNodeFailuresRuntime.Week
+	toColumn: RDimWeek.Week
+
+relationship 4bbe940d-be8f-5881-639d-0e26590d945d
+	fromColumn: R-t3-DailyOccurrenceofNodeFailuresRuntime.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
+relationship e2a45df6-dd25-5486-dca8-d4f88bb6f70d
+	fromColumn: R-t3-DailyOccurrenceofNodeFailuresRuntime.StartDate
+	toColumn: CalendarTable.Date
+
+relationship 1848dc65-5cf5-c041-15ea-e9ef0ee1f1b1
+	fromColumn: R-t2-NodeFailureRCABreakdown.Category
+	toColumn: RDimFailurecat.Category
+
+relationship 99ae1612-041d-1bc1-2a32-04e6115da223
+	fromColumn: R-t3-DailyOccurrenceofNodeFailuresRuntime.CategoryNew
+	toColumn: RDimFailurecat.Category
+
+relationship e5468f19-efb0-49d8-b252-c6da8fea5182
+	joinOnDateBehavior: datePartOnly
+	fromColumn: R-r1-na.Date
+	toColumn: LocalDateTable_bfd0980a-5f77-4f08-84ec-70c9249006b7.Date
+
+relationship 023c2bdc-0781-2194-0e50-ff3ede8d4cb1
+	fromColumn: R-r1-na.Category
+	toColumn: RDimFailurecat.Category
+
+relationship 5ca4e297-db54-1831-7d4f-c9d10ff01368
+	fromColumn: R-t4-DailyNodeRuntimeAvgFailure.Week
+	toColumn: RDimWeek.Week
+
+relationship 93ea38d2-0d4c-4f5e-bcc6-c9f267787c11
+	joinOnDateBehavior: datePartOnly
+	fromColumn: R-t4-DailyNodeRuntimeAvgFailure.Date
+	toColumn: LocalDateTable_4df5af18-8bd0-4a4a-a27d-e2f18cd371c6.Date
+
+relationship 70716643-4eb6-9e1f-6dd9-0806a03bad4a
+	fromColumn: R-t4-DailyNodeRuntimeAvgFailure.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
+relationship 9bdc68a0-cdc2-f0b4-7e50-5a0f002e021c
+	fromColumn: R-t4-DailyNodeRuntimeAvgFailure.Category
+	toColumn: RDimFailurecat.Category
+
+relationship 4a9484f3-109c-e0ea-b8e0-17489ad538b1
+	fromColumn: M-t0-MTBFbyNode.Week
+	toColumn: RDimWeek.Week
+
+relationship 3e1425f7-cad0-7d4d-375f-90719f3d66fd
+	fromColumn: M-t0-MTBFbyNode.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
+relationship 57bb6819-2c69-4bb7-972a-c2afca207288
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r2-JobSummary.submissionTime
+	toColumn: LocalDateTable_5d04bbfc-5024-42f3-914e-14e117b931d6.Date
+
+relationship d1c0e9d8-4b09-431c-8e67-aa695bd02a80
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r2-JobSummary.launchTime
+	toColumn: LocalDateTable_85be020b-6527-4384-8697-bf2cad73d847.Date
+
+relationship 7e96b0d2-d710-4e91-8b66-662e8a6bc3fd
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r2-JobSummary.completionTime
+	toColumn: LocalDateTable_5e143f92-b0c5-4201-86e5-961728295172.Date
+
+relationship f591382a-2569-42e9-9d75-2988ed6937c5
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r2-JobSummary.createdDatetime
+	toColumn: LocalDateTable_3d6cba95-d750-45c5-a26e-073e4042d568.Date
+
+relationship 8fab82dd-1bdd-4eaa-98ee-f992b83f57d9
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r2-JobSummary.timeGenerated
+	toColumn: LocalDateTable_f014c0c3-56d4-4665-ae48-57955ace6a08.Date
+
+relationship 50a3ae48-03a1-4735-8110-0edc449e608d
+	joinOnDateBehavior: datePartOnly
+	fromColumn: M-r0-HWJobActions.timeGenerated
+	toColumn: LocalDateTable_56c1702b-3756-4027-8c84-c606008d1ab0.Date
+
+relationship 30965413-2dd6-44d2-9033-3ce3e4bd90d0
+	joinOnDateBehavior: datePartOnly
+	fromColumn: M-r0-HWJobActions.submissionTime
+	toColumn: LocalDateTable_077a5672-db92-4532-a69d-ca6b348e2b80.Date
+
+relationship 35b172ea-e583-482b-a913-447b29452192
+	joinOnDateBehavior: datePartOnly
+	fromColumn: M-r0-HWJobActions.launchTime
+	toColumn: LocalDateTable_7ee6f4c4-0e57-4409-a3fe-8cce142b4ee5.Date
+
+relationship cb2664b9-d91a-49d1-80a9-cc2261a559a9
+	joinOnDateBehavior: datePartOnly
+	fromColumn: M-r0-HWJobActions.completionTime
+	toColumn: LocalDateTable_c1f515d7-006a-40bd-930d-3c83df748125.Date
+
+relationship ba81a630-9c60-4341-b950-a943b0ced26f
+	joinOnDateBehavior: datePartOnly
+	fromColumn: M-r0-HWJobActions.createdDatetime
+	toColumn: LocalDateTable_9c1c2e57-e40b-48f2-b88f-e05e38f42b1c.Date
+
+relationship 507be5ac-92ad-9a69-aa8e-f5b70005d217
+	fromColumn: J-r2-JobSummary.totalGpuCount
+	toColumn: JDimGpuCount.totalGpuCount
+
+relationship 2be73cce-0992-f19c-2fb5-14cbfa28edb0
+	fromColumn: M-r0-HWJobActions.totalGpuCount
+	toColumn: JDimGpuCount.totalGpuCount
+
+relationship 090dd454-25a7-4173-b5bd-ba3b3d9626be
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r3-JobReact.timeGenerated
+	toColumn: LocalDateTable_95ee6485-1b8d-4c42-892c-b5da24431797.Date
+
+relationship eb07ffea-286b-471d-bdda-1ec5958bd3c2
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r3-JobReact.submissionTime
+	toColumn: LocalDateTable_1186d06e-6f71-4af2-883f-851e82f348ef.Date
+
+relationship 693ac9ca-047f-4491-9247-a41d0bf3dec4
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r3-JobReact.launchTime
+	toColumn: LocalDateTable_0c9ebf7f-460d-4d02-8357-386489f6eaff.Date
+
+relationship 322c24c0-e038-41e4-bb21-90e85544ba22
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r3-JobReact.completionTime
+	toColumn: LocalDateTable_21f1bd85-0e61-4f76-9cd1-ae3649379943.Date
+
+relationship c2098b50-45a9-4b75-9e9d-321426720262
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r3-JobReact.createdDatetime
+	toColumn: LocalDateTable_840e7cff-6cb6-4e19-9f1d-d35db3a192e5.Date
+
+relationship fe01a8fb-2453-4a74-a7c3-84277450f6c9
+	joinOnDateBehavior: datePartOnly
+	fromColumn: J-r3-JobReact.timeGenerated1
+	toColumn: LocalDateTable_44ed86b5-a0d6-4a84-9017-c249d8155b13.Date
+
+relationship abe77c0a-8bc2-e5bf-c10a-c7301a89f1ac
+	fromColumn: J-r3-JobReact.totalGpuCount
+	toColumn: JDimGpuCount.totalGpuCount
+
+relationship ba3feae2-7257-a360-c5a6-5073e84bb456
+	fromColumn: J-r2-JobSummary.Week
+	toColumn: RDimWeek.Week
+
+relationship a416f6bb-f943-5e55-08e0-4a80c563ab5a
+	fromColumn: J-r2-JobSummary.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
+relationship 5903edc3-3fa3-e437-d273-9bc1b0aabf89
+	fromColumn: M-r0-HWJobActions.Week
+	toColumn: RDimWeek.Week
+
+relationship 7ca6364e-e2b0-273f-fe7c-c43cb986986e
+	fromColumn: M-r0-HWJobActions.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
+relationship 3e0de387-0f85-1de3-beee-557110a9bd53
+	fromColumn: J-r3-JobReact.Week
+	toColumn: RDimWeek.Week
+
+relationship 127ef8a9-a38c-9845-eb83-a2c729b61aad
+	fromColumn: J-r3-JobReact.Endpoint
+	toColumn: RDimEndpoint.Endpoint
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/A-r0-na.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-r0-na.tmdl
new file mode 100644
index 00000000..000349df
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-r0-na.tmdl
@@ -0,0 +1,156 @@
+table A-r0-na
+	lineageTag: e776bc6b-e5e5-4d30-86e8-ab5638122a84
+
+	column Week
+		dataType: string
+		sourceProviderType: nvarchar(max)
+		lineageTag: c622be15-5d1e-4521-9de7-426ed07db94a
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column Cluster
+		dataType: string
+		sourceProviderType: nvarchar(max)
+		lineageTag: aac3cf21-ae29-45c9-8a0f-f3aed2af9e89
+		summarizeBy: none
+		sourceColumn: Cluster
+
+		annotation SummarizationSetBy = Automatic
+
+	column AvgTotal
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 8891d846-2d80-46d6-8e55-6e279f94fc1d
+		summarizeBy: none
+		sourceColumn: AvgTotal
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgReadyEmpty
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 0a055749-ef4f-4af6-a6fe-85c0fbd09a1e
+		summarizeBy: none
+		sourceColumn: AvgReadyEmpty
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgReadyUsed
+		dataType: double
+		sourceProviderType: double
+		lineageTag: db8c44ff-e54a-4317-a627-7d814a219986
+		summarizeBy: none
+		sourceColumn: AvgReadyUsed
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgOFR
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 010c1c52-3f87-4bbd-ac1b-80c675da2ed9
+		summarizeBy: none
+		sourceColumn: AvgOFR
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgUnallocatable
+		dataType: double
+		sourceProviderType: double
+		lineageTag: b39030f4-ba2c-4305-85ac-439cf7adb80c
+		summarizeBy: none
+		sourceColumn: AvgUnallocatable
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgHumanInvestigate
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 2361df57-a086-4635-b555-3d12558b08b2
+		summarizeBy: none
+		sourceColumn: AvgHumanInvestigate
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgExcluded
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 4e721c98-16b2-47f5-a6f1-4147d4737110
+		summarizeBy: none
+		sourceColumn: AvgExcluded
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgProbation
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 2633f92f-a2c2-49f2-a60c-e487a7d299c2
+		summarizeBy: none
+		sourceColumn: AvgProbation
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgSuspected
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 561ff4b9-f46c-4829-b943-d26dcf84f04d
+		summarizeBy: none
+		sourceColumn: AvgSuspected
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column TIMESTAMP
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 0ffff2bc-ffc1-40c6-ba51-a56f74af5b7e
+		summarizeBy: none
+		sourceColumn: TIMESTAMP
+
+		variation Variation
+			isDefault
+			relationship: 51b89cd0-a1d5-45c3-8dcc-43b9d45a0f3c
+			defaultHierarchy: LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column WeekNum
+		dataType: int64
+		formatString: 0
+		lineageTag: cfc0d7bf-f7d1-45b2-ac30-667714032308
+		summarizeBy: sum
+		sourceColumn: WeekNum
+
+		annotation SummarizationSetBy = Automatic
+
+	partition A-r0-na = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("azcore.centralus", "Fc", "let startdate = datetime(2025-03-20);#(lf)let enddate = now();#(lf)let tenantList = cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/').database('production').ClusterVMSSInfo#(lf)| distinct ClusterName;#(lf)let snapshot = cluster('https://azcore.centralus.kusto.windows.net').database('Fc').LogContainerPolicySnapshot#(lf)| where PreciseTimeStamp between (startdate .. enddate)#(lf)| where Tenant in (tenantList)#(lf)| distinct Tenant;#(lf)cluster('https://azcore.centralus.kusto.windows.net').database('AzureCP').MycroftNodeSnapshot#(lf)| where PreciseTimeStamp between (startdate .. enddate)#(lf)| where ClusterName in (snapshot)#(lf)| where MachinePoolName contains ""MP2""#(lf)| distinct NodeId, MachinePoolName#(lf)| join kind=rightouter (#(lf)    cluster('https://azcore.centralus.kusto.windows.net').database('AzureCP').MycroftNodeHealthSnapshot#(lf)    | where PreciseTimeStamp between (startdate .. enddate)#(lf)    | where ClusterName in (snapshot)#(lf)) on NodeId#(lf)| extend Day = bin(PreciseTimeStamp, 1d)#(lf)| summarize arg_max(PreciseTimeStamp, *) by NodeId, Day#(lf)| summarize arg_max(PreciseTimeStamp, NsdState, AvailabilityState, ContainerCount, FaultInfo) by ClusterName, NodeId, Day#(lf)| summarize#(lf)    ready_used =countif(NsdState == ""Ready"" and ContainerCount == 1),#(lf)    ready_avail_empty = countif(NsdState == ""Ready"" and AvailabilityState == ""Available"" and ContainerCount == 0),#(lf)    ofr = countif(NsdState == ""OutForRepair""),#(lf)    hi = countif(NsdState == ""HumanInvestigate""),#(lf)    exc = countif(NsdState == ""Excluded""),#(lf)    prob = countif(AvailabilityState == ""Probation""),#(lf)    suspected = countif(AvailabilityState == ""Suspected""),#(lf)    total = count(),#(lf)    ua = countif(NsdState == ""Ready"" and AvailabilityState == ""Unallocatable"")#(lf)    by ClusterName, Day#(lf)| extend DayOfWeek = dayofweek(Day)#(lf)| extend WeekStart = iif(DayOfWeek == 0d, startofweek(Day,-1) + 1d, startofweek(Day) + 1d)#(lf)| project Day, Week = format_datetime(WeekStart, 'yyyy-MM-dd'), Cluster = ClusterName, Total = total, ReadyEmpty = ready_avail_empty, ReadyContainer=ready_used, OFR=ofr, Unallocatable=ua, HumanInvestigate=hi, Excluded=exc,Probation=prob,Suspected=suspected #(lf)| summarize#(lf)    AvgTotal = round(avg(Total), 2),#(lf)    AvgReadyEmpty = round(avg(ReadyEmpty), 2),#(lf)    AvgReadyUsed = round(avg(ReadyContainer), 2),#(lf)    AvgOFR = round(avg(OFR), 2),#(lf)    AvgUnallocatable = round(avg(Unallocatable), 2),#(lf)    AvgHumanInvestigate = round(avg(HumanInvestigate), 2),#(lf)    AvgExcluded = round(avg(Excluded), 2),#(lf)    AvgProbation = round(avg(Probation), 2),#(lf)    AvgSuspected = round(avg(Suspected), 2)#(lf)    by Week, Cluster#(lf)| order by Week asc#(lf)| extend TIMESTAMP = todatetime(Week)#(lf)| extend WeekNum = weekofyear(startofweek(TIMESTAMP - 1d, 0))", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/A-r2-na.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-r2-na.tmdl
new file mode 100644
index 00000000..fa6a90df
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-r2-na.tmdl
@@ -0,0 +1,111 @@
+table A-r2-na
+	lineageTag: e41b61f4-a546-4557-90a7-e6ac54ecad6a
+
+	column Day
+		dataType: dateTime
+		formatString: yyyy-mm-dd
+		lineageTag: 3fa49594-3c5b-4eb5-b76b-2393a373f959
+		summarizeBy: none
+		sourceColumn: Day
+
+		variation Variation
+			isDefault
+			relationship: 00970ea9-4c57-4253-b007-3f98aad17b37
+			defaultHierarchy: LocalDateTable_cef9989f-cbfb-49d1-926b-43c32f72a0dc.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	column Endpoint
+		dataType: string
+		lineageTag: ab3719bf-c1f3-464d-a473-ecd78f25ce52
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column Cordon
+		dataType: int64
+		formatString: 0
+		lineageTag: 48daa381-021a-469d-81df-281eeb1464d5
+		summarizeBy: sum
+		sourceColumn: Cordon
+
+		annotation SummarizationSetBy = Automatic
+
+	column Deallocated
+		dataType: int64
+		formatString: 0
+		lineageTag: c9e906e5-cc56-4aae-b668-6e395dd66d98
+		summarizeBy: sum
+		sourceColumn: Deallocated
+
+		annotation SummarizationSetBy = Automatic
+
+	column Healthy
+		dataType: int64
+		formatString: 0
+		lineageTag: b88a115c-50c7-4a9b-a55f-9df58d9f2ec9
+		summarizeBy: sum
+		sourceColumn: Healthy
+
+		annotation SummarizationSetBy = Automatic
+
+	column New
+		dataType: int64
+		formatString: 0
+		lineageTag: a3074361-1a03-4be5-87be-2be047021131
+		summarizeBy: sum
+		sourceColumn: New
+
+		annotation SummarizationSetBy = Automatic
+
+	column UA
+		dataType: int64
+		formatString: 0
+		lineageTag: 26f451df-aaab-483f-bcab-29d47b7fa39d
+		summarizeBy: sum
+		sourceColumn: UA
+
+		annotation SummarizationSetBy = Automatic
+
+	column Validation
+		dataType: int64
+		formatString: 0
+		lineageTag: 90d12d77-f137-4657-8080-ec199831100e
+		summarizeBy: sum
+		sourceColumn: Validation
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: cba1110c-3be7-49a6-83ac-008c19f2d3c5
+		summarizeBy: sum
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column ClusterName
+		dataType: string
+		lineageTag: f172eb32-7f9c-4f86-829d-088538c0f1d8
+		summarizeBy: none
+		sourceColumn: ClusterName
+
+		annotation SummarizationSetBy = Automatic
+
+	partition A-r2-na = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "//2.for the availability status, it will change into NodeStatusRecord in production cluster:#(lf)//here is an example per day status count query#(lf)let NSR =#(lf)    cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/').database('production').table('NodeActionRecord');#(lf)let min_day = toscalar(NodeStatusRecord | summarize startofday(min(Timestamp)));#(lf)let max_day = toscalar(NodeStatusRecord | summarize startofday(max(Timestamp)));#(lf)let AllDays = range Day from min_day to max_day step 1d;#(lf)// Step 1: Get all Groups from StatusAttributes#(lf)let AllGroups = NodeStatusAttributes | summarize by Group;#(lf)// Step 2: Build all (Day, Group) combinations#(lf)let AllCombos =#(lf)    AllGroups#(lf)    | extend dummy = 1#(lf)    | join kind=inner (#(lf)        AllDays | extend dummy = 1#(lf)    ) on dummy#(lf)    | project Day, Group;#(lf)// Step 3: Get latest status per node per day#(lf)let LatestPerNodePerDay =#(lf)    NodeStatusRecord#(lf)    | join kind=leftouter(#(lf)        VMInfo#(lf)    ) on HostName#(lf)    | extend VMSS_clean = trim("" "", tolower(VMSS))#(lf)    | join kind=leftouter(#(lf)        ClusterVMSSInfo#(lf)        | extend VMSS_clean = trim("" "", tolower(VMSSName))#(lf)    ) on VMSS_clean#(lf)    | extend DayList = range(min_day, max_day, 1d)#(lf)    | mv-expand Day = DayList to typeof(datetime)#(lf)    | where startofday(Timestamp) <= Day#(lf)    | summarize arg_max(Timestamp, Status) by HostName, Day, Endpoint, ClusterName;#(lf)// Step 4: Map statuses to groups#(lf)let NodeStatusWithGroup =#(lf)    LatestPerNodePerDay#(lf)    | extend Status_clean = trim("" "", tolower(Status))#(lf)    | join kind=leftouter (#(lf)        NodeStatusAttributes#(lf)        | extend Status_clean = trim_start(@""[^\w]+"",Status)#(lf)    ) on Status_clean;#(lf)// Step 5: Count nodes per group per day#(lf)let DailyGroupCounts =#(lf)    NodeStatusWithGroup#(lf)    | summarize NodeCount = count() by Day, Group, Endpoint, ClusterName;#(lf)// Step 6: Merge with full (Day, Group) grid to include 0s#(lf)let DailyGroupNodeCounts =#(lf)    AllCombos#(lf)    | join kind=leftouter (DailyGroupCounts) on Day, Group#(lf)    | extend NodeCount = coalesce(NodeCount, 0)#(lf)    | sort by Day asc, Group asc#(lf)    | project-away Day1, Group1;#(lf)// Step 7:#(lf)DailyGroupNodeCounts#(lf)| summarize arg_max(NodeCount, *) by Day, Group, Endpoint // Ensure all columns are available for pivoting#(lf)| evaluate pivot(Group, sum(NodeCount))#(lf)| where isnotempty(Endpoint) // Add this line to filter out empty Endpoints#(lf)| order by Day asc, Endpoint asc#(lf)| extend Week = weekofyear(startofweek(Day - 1d, 0)) // Monday as the start of the week", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t0-ClusterCapacityStatus.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t0-ClusterCapacityStatus.tmdl
new file mode 100644
index 00000000..87d2a999
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t0-ClusterCapacityStatus.tmdl
@@ -0,0 +1,214 @@
+table A-t0-ClusterCapacityStatus
+	lineageTag: 468ac673-14a6-4ddc-bd52-85ebdf9d78e0
+
+	measure 'Available GPU Ratio' =
+			
+			CALCULATE(
+			    AVERAGE('A-t0-ClusterCapacityStatus'[Available VMs (Empty)]),
+			    FILTER(
+			        'A-t0-ClusterCapacityStatus',
+			        'A-t0-ClusterCapacityStatus'[Week] = MAX('A-t0-ClusterCapacityStatus'[Week])
+			    )
+			)
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: 42f5ee17-a043-4d11-8dad-a8e0aa33bb56
+
+		extendedProperty MeasureTemplate =
+				{
+				  "version": 0,
+				  "daxTemplateName": "AveragePerCategory"
+				}
+
+	measure 'Available GPU Count' =
+			
+			CALCULATE(
+			    SUMX(
+			        FILTER(
+			            'A-t0-ClusterCapacityStatus',
+			            'A-t0-ClusterCapacityStatus'[Week] = MAX('A-t0-ClusterCapacityStatus'[Week])
+			        ),
+			        'A-t0-ClusterCapacityStatus'[Available VMs (Empty)] * 'A-t0-ClusterCapacityStatus'[Total VM Count (Weekly Avg.)] * 8
+			    )
+			)
+		lineageTag: 80b12db9-6ac5-476e-9e7a-fe6f8c6a2a03
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'OFR GPU Count' =
+			
+			CALCULATE(
+			    SUMX(
+			        FILTER(
+			            'A-t0-ClusterCapacityStatus',
+			            'A-t0-ClusterCapacityStatus'[Week] = MAX('A-t0-ClusterCapacityStatus'[Week])
+			        ),
+			        'A-t0-ClusterCapacityStatus'[OFR] * 'A-t0-ClusterCapacityStatus'[Total VM Count (Weekly Avg.)] * 8
+			    )
+			)
+		lineageTag: a34dbe0c-256f-47cc-94a9-a5827fcf2280
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'OFR GPU Ratio' =
+			
+			CALCULATE(
+			    AVERAGE('A-t0-ClusterCapacityStatus'[OFR]),
+			    FILTER(
+			        'A-t0-ClusterCapacityStatus',
+			        'A-t0-ClusterCapacityStatus'[Week] = MAX('A-t0-ClusterCapacityStatus'[Week])
+			    )
+			)
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: 48e55498-5310-4c39-8d7f-60d8d6db8dca
+
+	measure 'Availability Alert' = ```
+			
+			    SWITCH(
+			        TRUE(),
+			
+			        [Available GPU Ratio] < 0.05 && [OFR GPU Ratio] >= 0.05,
+			        "Low Available ratio and high OFR ratio may cause potential insufficiency. Please investigate.",
+			    
+			        [Available GPU Ratio] >= 0.05 && [OFR GPU Ratio] >= 0.05,
+			        "High OFR ratio may cause potential insufficiency. Please investigate.",
+			    
+			        [Available GPU Ratio] < 0.05 && [OFR GPU Ratio] < 0.05,
+			        "Low Available ratio may cause potential insufficiency. Please investigate.",
+			    
+			        BLANK() -- Returns nothing if the condition is not met
+			    )
+			```
+		lineageTag: c206a646-6a70-4acc-88cf-e08151c9cfec
+
+	column Week
+		formatString: 0
+		lineageTag: d6757eff-ae0c-46ee-9ec1-fe35b25caac0
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Week]
+
+		annotation SummarizationSetBy = Automatic
+
+	column Cluster
+		lineageTag: ae312822-a740-4274-8cd3-429338c36ca6
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Cluster]
+
+		annotation SummarizationSetBy = Automatic
+
+	column OFR
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: fd62e59b-5e53-4ee8-9adb-73049f4939f1
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [OFR]
+
+		annotation SummarizationSetBy = User
+
+	column Unallocatable
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: dec6673f-454d-45ea-b267-a47673da26ed
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Unallocatable]
+
+		annotation SummarizationSetBy = User
+
+	column Date
+		dataType: dateTime
+		formatString: yyyy-mm-dd
+		lineageTag: b08d30af-de11-48fa-a60d-4d7978ecfe17
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		variation Variation
+			isDefault
+			relationship: 39bee79e-6600-4612-a7bd-e834a7185b9d
+			defaultHierarchy: LocalDateTable_87233e88-b4b1-4a8a-9ecc-b61441c00f5a.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation UnderlyingDateTimeDataType = Date
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	column Others
+		lineageTag: 6947f82d-0ab9-4e46-b9d0-80923b404f6f
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Others]
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column 'Available VMs (Empty)'
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: b1c03275-3a22-47b1-bf1b-497584920466
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Available VMs (Empty)]
+
+		annotation SummarizationSetBy = User
+
+	column 'Total VM Count (Weekly Avg.)'
+		lineageTag: 746c01d3-b10a-4e55-a669-b5c1d5b1d190
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Total VM Count (Weekly Avg.)]
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column Allocated
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: 440d9655-96ef-4867-809e-843d69e5172b
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Allocated]
+
+		annotation SummarizationSetBy = User
+
+	partition A-t0-ClusterCapacityStatus = calculated
+		mode: import
+		source =
+				
+				SELECTCOLUMNS(
+				    ADDCOLUMNS(
+				        'A-r0-na',
+				        "TotalVMs_Intermediate",
+				        'A-r0-na'[AvgReadyEmpty] + 'A-r0-na'[AvgReadyUsed] + 'A-r0-na'[AvgOFR] +
+				        'A-r0-na'[AvgUnallocatable] + 'A-r0-na'[AvgHumanInvestigate] +
+				        'A-r0-na'[AvgExcluded] + 'A-r0-na'[AvgProbation] + 'A-r0-na'[AvgSuspected]
+				    ),
+				    "Date", 'A-r0-na'[Week],
+				    "Cluster", 'A-r0-na'[Cluster],
+				    "Allocated", DIVIDE(
+				        'A-r0-na'[AvgReadyUsed],
+				        [TotalVMs_Intermediate]
+				    ),
+				    "Available VMs (Empty)", DIVIDE(
+				        'A-r0-na'[AvgReadyEmpty],
+				        [TotalVMs_Intermediate]
+				    ),
+				    "OFR", DIVIDE(
+				        'A-r0-na'[AvgOFR],
+				        [TotalVMs_Intermediate]
+				    ),
+				    "Unallocatable", DIVIDE(
+				        'A-r0-na'[AvgUnallocatable],
+				        [TotalVMs_Intermediate]
+				    ),
+				    "Others", DIVIDE(
+				        'A-r0-na'[AvgHumanInvestigate] + 'A-r0-na'[AvgExcluded] + 'A-r0-na'[AvgProbation] + 'A-r0-na'[AvgSuspected],
+				        [TotalVMs_Intermediate]
+				    ),
+				    "Total VM Count (Weekly Avg.)", [TotalVMs_Intermediate],
+				    "Week", [WeekNum]
+				)
+
+	annotation PBI_Id = 4836dd236f984777b82391a3185e19ae
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t4-AvailabilityStatus.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t4-AvailabilityStatus.tmdl
new file mode 100644
index 00000000..bfe36582
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t4-AvailabilityStatus.tmdl
@@ -0,0 +1,137 @@
+table A-t4-AvailabilityStatus
+	lineageTag: 10e91d86-c052-41c3-a5ff-648ef705b277
+
+	measure 'Weekly Ratio Last' =
+			
+			VAR FilteredTableForLatWeek =
+			    FILTER(
+			        'A-t4-AvailabilityStatus',
+			        'A-t4-AvailabilityStatus'[Week] = [FilteredMaxWeek]
+			    )
+			VAR Result =
+			    AVERAGEX(
+			        FilteredTableForLatWeek,
+			        'A-t4-AvailabilityStatus'[Average AvailabilityRatio]
+			    )
+			RETURN COALESCE(Result, 0)
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: 216fbe7f-66e8-42e3-b749-cf0a9107f19a
+
+	measure 'Weekly Ratio Precious' =
+			
+			VAR PreviousWeek = [FilteredMaxWeek] - 1
+			VAR FilteredTableForPreviousWeek =
+			    FILTER(
+			        'A-t4-AvailabilityStatus',
+			        'A-t4-AvailabilityStatus'[Week] = PreviousWeek
+			    )
+			VAR Result =
+			    AVERAGEX(
+			        FilteredTableForPreviousWeek,
+			        'A-t4-AvailabilityStatus'[Average AvailabilityRatio]
+			    )
+			RETURN COALESCE(Result, 0)
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: 0d35562c-ff8b-4bfa-9878-b08701009916
+
+	measure 'Weekly Ratio Change' =
+			
+			IF(
+			    [Weekly Ratio Precious] > [Weekly Ratio Last],
+			    "decreased", // If current ratio is greater than previous, it decreased (because it's a "change" implying magnitude)
+			    IF(
+			        [Weekly Ratio Precious] < [Weekly Ratio Last],
+			        "increased", // If current ratio is less than previous, it increased
+			        "unchanged"  // Otherwise, it must be equal
+			    )
+			)
+		lineageTag: 2a60a50e-8a65-4770-bf63-f875e6ca9581
+
+	column Week
+		formatString: 0
+		lineageTag: c61b500b-b1a0-4fe5-b79c-5372729e5a8d
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Week]
+
+		annotation SummarizationSetBy = User
+
+	column 'Average AvailabilityRatio'
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: cef334da-0a33-4f0b-9470-729f4f9b7689
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Average AvailabilityRatio]
+
+		annotation SummarizationSetBy = User
+
+	column 'Max AvailabilityRatio'
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: 75d9adc5-fd47-4033-ab72-d54d0e09175f
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Max AvailabilityRatio]
+
+		annotation SummarizationSetBy = User
+
+	column 'Min AvailabilityRatio'
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: 535d1218-d551-40ec-afb8-40ca5d838ab8
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Min AvailabilityRatio]
+
+		annotation SummarizationSetBy = User
+
+	column Endpoint
+		lineageTag: 07cc811b-0ae2-46d7-889e-1c52cf50b809
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Endpoint]
+
+		annotation SummarizationSetBy = Automatic
+
+	column ClusterName
+		lineageTag: a7e6950d-e653-497a-8adf-c48823b34414
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [ClusterName]
+
+		annotation SummarizationSetBy = Automatic
+
+	partition A-t4-AvailabilityStatus = calculated
+		mode: import
+		source =
+				
+				VAR IntermediateTable =
+				    ADDCOLUMNS(
+				        SELECTCOLUMNS(
+				            'A-r2-na',
+				            "Week", 'A-r2-na'[Week],
+				            "Date", 'A-r2-na'[Day],
+				            "Endpoint", 'A-r2-na'[Endpoint],
+				            "ClusterName", 'A-r2-na'[ClusterName],
+				            "Validation", 'A-r2-na'[Validation],
+				            "Healthy", 'A-r2-na'[Healthy],
+				            "Cordon", 'A-r2-na'[Cordon],
+				            "HPC-UA", 'A-r2-na'[UA],
+				            "New", 'A-r2-na'[New],
+				            "Deallocated", 'A-r2-na'[Deallocated],
+				            "TotalNodes", 'A-r2-na'[Cordon] + 'A-r2-na'[Healthy] + 'A-r2-na'[New] + 'A-r2-na'[UA] + 'A-r2-na'[Validation]
+				        ),
+				        "TotalGPUs", [TotalNodes] * 8,
+				        "AvailabilityRatio", DIVIDE([Healthy], [TotalNodes], 0)
+				    )
+				RETURN
+				    SUMMARIZE(
+				        IntermediateTable,
+				        [Week],
+				        [Endpoint],
+				        [ClusterName],
+				        "Average AvailabilityRatio", AVERAGEX(FILTER(IntermediateTable, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [ClusterName] = EARLIER([ClusterName])), [AvailabilityRatio]),
+				        "Max AvailabilityRatio", MAXX(FILTER(IntermediateTable, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [ClusterName] = EARLIER([ClusterName])), [AvailabilityRatio]),
+				        "Min AvailabilityRatio", MINX(FILTER(IntermediateTable, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [ClusterName] = EARLIER([ClusterName])), [AvailabilityRatio])
+				    )
+
+	annotation PBI_Id = e07ea18d5b724ea5b62dac26d796a335
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t5-DetailsofWeekAppended.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t5-DetailsofWeekAppended.tmdl
new file mode 100644
index 00000000..b7f4c582
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/A-t5-DetailsofWeekAppended.tmdl
@@ -0,0 +1,195 @@
+table A-t5-DetailsofWeekAppended
+	lineageTag: d612e357-4330-4cd2-99c8-0f743e52535a
+
+	measure FilteredMaxWeek =
+			
+			VAR Result = MAX('A-t5-DetailsofWeekAppended'[Week])
+			RETURN
+			    COALESCE(Result, 0)
+		formatString: 0
+		lineageTag: b2dc35b1-8d04-4413-b862-1dcc49ffbd6f
+
+	measure 'Daily Ratio Min' =
+			
+			VAR MaxWeekValue = MAXX(ALL('A-t5-DetailsofWeekAppended'), 'A-t5-DetailsofWeekAppended'[Week])
+			VAR FilteredTableForMaxWeek =
+			    FILTER(
+			        'A-t5-DetailsofWeekAppended',
+			        'A-t5-DetailsofWeekAppended'[Week] = [FilteredMaxWeek]
+			    )
+			VAR Result =
+			    MINX(
+			        FilteredTableForMaxWeek,
+			        'A-t5-DetailsofWeekAppended'[AvailabilityRatio]
+			    )
+			RETURN COALESCE(Result, 0)
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: 4bfb7995-a996-4681-b65b-959692b231e9
+
+	measure 'Daily Ratio Max' =
+			
+			VAR MaxWeekValue = MAXX(ALL('A-t5-DetailsofWeekAppended'), 'A-t5-DetailsofWeekAppended'[Week])
+			VAR FilteredTableForMaxWeek =
+			    FILTER(
+			        'A-t5-DetailsofWeekAppended',
+			        'A-t5-DetailsofWeekAppended'[Week] = [FilteredMaxWeek]
+			    )
+			VAR Result =
+			    MAXX(
+			        FilteredTableForMaxWeek,
+			        'A-t5-DetailsofWeekAppended'[AvailabilityRatio]
+			    )
+			RETURN COALESCE(Result, 0)
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: a578d29a-8ae0-4b35-ac3a-3afe0d6418e7
+
+	column Week
+		formatString: 0
+		lineageTag: 59771895-17f9-4c5c-903f-0cfe238c3d55
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Week]
+
+		annotation SummarizationSetBy = User
+
+	column Date
+		formatString: yyyy-mm-dd
+		lineageTag: 43cd249a-e137-4717-9744-57ef78598bc5
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		variation Variation
+			isDefault
+			relationship: 3e47992c-fe4d-4953-9d19-efe56b951c42
+			defaultHierarchy: LocalDateTable_f6af1449-a88d-4bce-a581-e4bbfc162fb5.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	column Endpoint
+		lineageTag: 078ada85-727e-43ca-be57-1ed3c2db8415
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Endpoint]
+
+		annotation SummarizationSetBy = Automatic
+
+	column Validation
+		formatString: 0
+		lineageTag: e509d1f5-7ab1-4465-b209-45b00c89098f
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Validation]
+
+		annotation SummarizationSetBy = User
+
+	column Healthy
+		formatString: 0
+		lineageTag: 759d339a-0cfe-44f7-889d-6a54bfc94227
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Healthy]
+
+		annotation SummarizationSetBy = User
+
+	column Cordon
+		formatString: 0
+		lineageTag: ecfd5fbb-6f96-4e7e-8b68-1650485b948c
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Cordon]
+
+		annotation SummarizationSetBy = User
+
+	column HPC-UA
+		formatString: 0
+		lineageTag: 9b1e97b1-4bb3-41e0-a2b1-adbb0979919f
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [HPC-UA]
+
+		annotation SummarizationSetBy = User
+
+	column New
+		formatString: 0
+		lineageTag: de7c3fcc-9215-4a4c-9eb1-3a8595e8392b
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [New]
+
+		annotation SummarizationSetBy = User
+
+	column Deallocated
+		formatString: 0
+		lineageTag: 86eed9f6-a551-4e84-a1db-f43718c5b32a
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Deallocated]
+
+		annotation SummarizationSetBy = User
+
+	column TotalNodes
+		formatString: 0
+		lineageTag: 0d330423-2925-4cef-850b-b03a2aea99f9
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [TotalNodes]
+
+		annotation SummarizationSetBy = User
+
+	column TotalGPUs
+		formatString: 0
+		lineageTag: 8efd33bc-3a41-40c7-b752-f68b79884a5d
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [TotalGPUs]
+
+		annotation SummarizationSetBy = User
+
+	column AvailabilityRatio
+		formatString: 0.00%;-0.00%;0.00%
+		lineageTag: dc218e40-3151-4f0e-81fd-3813c137c120
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [AvailabilityRatio]
+
+		annotation SummarizationSetBy = User
+
+	column ClusterName
+		lineageTag: 0307d67d-79ff-4be8-ad17-f72194f77f25
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [ClusterName]
+
+		annotation SummarizationSetBy = Automatic
+
+	partition A-t5-DetailsofWeekAppended = calculated
+		mode: import
+		source =
+				
+				VAR IntermediateTable =
+				    ADDCOLUMNS(
+				        SELECTCOLUMNS(
+				            'A-r2-na',
+				            "Week", 'A-r2-na'[Week],
+				            "Date", 'A-r2-na'[Day],
+				            "Endpoint", 'A-r2-na'[Endpoint],
+				            "ClusterName", 'A-r2-na'[ClusterName],
+				            "Validation", 'A-r2-na'[Validation],
+				            "Healthy", 'A-r2-na'[Healthy],
+				            "Cordon", 'A-r2-na'[Cordon],
+				            "HPC-UA", 'A-r2-na'[UA],
+				            "New", 'A-r2-na'[New],
+				            "Deallocated", 'A-r2-na'[Deallocated],
+				            "TotalNodes", 'A-r2-na'[Cordon] + 'A-r2-na'[Healthy] + 'A-r2-na'[New] + 'A-r2-na'[UA] + 'A-r2-na'[Validation]
+				        ),
+				        "TotalGPUs", [TotalNodes] * 8,
+				        "AvailabilityRatio", DIVIDE([Healthy], [TotalNodes], 0)
+				    )
+				RETURN
+				    IntermediateTable
+
+	annotation PBI_Id = 2284f3c3c97941d185301f7ea35de979
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimClustername.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimClustername.tmdl
new file mode 100644
index 00000000..04455d66
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimClustername.tmdl
@@ -0,0 +1,37 @@
+table ADimClustername
+	lineageTag: ce3bd8a2-ba67-44cd-a8c4-e59d172d6867
+
+	measure UniqueClusterValues2 =
+			
+			VAR UniqueClusters = DISTINCT('ADimClustername'[ClusterName])
+			VAR ConcatenatedClusters = CONCATENATEX(UniqueClusters, [ClusterName], ", ")
+			RETURN ConcatenatedClusters
+		lineageTag: 3d32ec68-3030-4f75-a253-66e4f76e3bf3
+
+	column ClusterName
+		dataType: string
+		lineageTag: 672567fc-44fa-4c26-b48c-0f335ae29c6c
+		summarizeBy: none
+		sourceColumn: ClusterName
+
+		annotation SummarizationSetBy = Automatic
+
+	partition ADimClustername = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = #"A-r0-na",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"Cluster"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns"),
+				    #"Renamed Columns" = Table.RenameColumns(#"Removed Duplicates",{{"Cluster", "ClusterName"}}),
+				    #"Appended Query" = Table.Combine({#"Renamed Columns", ADimClustername_stage1}),
+				    #"Removed Duplicates1" = Table.Distinct(#"Appended Query"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates1",{{"ClusterName", Order.Ascending}})
+				in
+				    #"Sorted Rows"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Exception
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimClustername_stage1.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimClustername_stage1.tmdl
new file mode 100644
index 00000000..265f8b95
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimClustername_stage1.tmdl
@@ -0,0 +1,26 @@
+table ADimClustername_stage1
+	lineageTag: e0c927c0-921f-4bf2-9231-4b0ca206c77d
+
+	column ClusterName
+		dataType: string
+		lineageTag: 5be00f85-abf5-40a7-b1f3-9d11af247e62
+		summarizeBy: none
+		sourceColumn: ClusterName
+
+		annotation SummarizationSetBy = Automatic
+
+	partition ADimClustername_stage1 = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = #"A-r2-na",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"ClusterName"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns")
+				in
+				    #"Removed Duplicates"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimEndpoint.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimEndpoint.tmdl
new file mode 100644
index 00000000..113447b5
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimEndpoint.tmdl
@@ -0,0 +1,27 @@
+table ADimEndpoint
+	lineageTag: bf4bd3bf-4efb-41fa-ad5b-a8e47438cde7
+
+	column Endpoint
+		dataType: string
+		lineageTag: 1f819c1b-1500-405b-801f-1956cae3abe2
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	partition ADimEndpoint = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = #"A-r2-na",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"Endpoint"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates",{{"Endpoint", Order.Ascending}})
+				in
+				    #"Sorted Rows"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimWeek.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimWeek.tmdl
new file mode 100644
index 00000000..594a4b90
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimWeek.tmdl
@@ -0,0 +1,42 @@
+table ADimWeek
+	lineageTag: 9515ff61-fc22-44fe-9288-132487cfcfca
+
+	measure MaxWeek2 =
+			
+			CALCULATE(
+			    MAXX(
+			        ALLSELECTED('ADimWeek'[Week]), -- Assuming your slicer is on 't0'[Week]
+			        'ADimWeek'[Week]
+			    )
+			)
+		formatString: 0
+		lineageTag: 25cb98a6-8515-4e45-b72a-22e5f2bd1b1f
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: 97bd6d61-4bc0-4b02-a867-931bd9d26f5b
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = User
+
+	partition ADimWeek = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = #"A-r2-na",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"Week"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates",{{"Week", Order.Ascending}}),
+				    #"Appended Query" = Table.Combine({#"Sorted Rows", ADimWeek_stage1}),
+				    #"Removed Duplicates1" = Table.Distinct(#"Appended Query"),
+				    #"Sorted Rows1" = Table.Sort(#"Removed Duplicates1",{{"Week", Order.Ascending}})
+				in
+				    #"Sorted Rows1"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Exception
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimWeek_stage1.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimWeek_stage1.tmdl
new file mode 100644
index 00000000..8313b965
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/ADimWeek_stage1.tmdl
@@ -0,0 +1,29 @@
+table ADimWeek_stage1
+	lineageTag: dd1b64d0-3ca6-48a0-ad00-a2f3f28e843f
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: ff6f6ebb-e040-4619-95b1-424c74d26e5c
+		summarizeBy: sum
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	partition ADimWeek_stage1 = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = #"A-r0-na",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"WeekNum"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates",{{"WeekNum", Order.Ascending}}),
+				    #"Renamed Columns" = Table.RenameColumns(#"Sorted Rows",{{"WeekNum", "Week"}})
+				in
+				    #"Renamed Columns"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/CalendarTable.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/CalendarTable.tmdl
new file mode 100644
index 00000000..d9cbdc7e
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/CalendarTable.tmdl
@@ -0,0 +1,26 @@
+table CalendarTable
+	lineageTag: a28751ea-15c4-4050-8d63-8eab27d72669
+	dataCategory: Time
+
+	column Date
+		isKey
+		formatString: yyyy-mm-dd
+		lineageTag: c2327d7f-7f02-44d3-8b04-4eb91fc8a863
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	partition CalendarTable = calculated
+		mode: import
+		source =
+				
+				CALENDAR (
+				    DATE ( 2025, 3, 17 ), TODAY ()
+				)
+
+	annotation PBI_Id = 546d19f7f4b24ecc9d88596699a8082d
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/DateTableTemplate_ad27ff52-3a2a-406a-a1cc-f09f58d58185.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/DateTableTemplate_ad27ff52-3a2a-406a-a1cc-f09f58d58185.tmdl
new file mode 100644
index 00000000..e1bf593d
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/DateTableTemplate_ad27ff52-3a2a-406a-a1cc-f09f58d58185.tmdl
@@ -0,0 +1,113 @@
+table DateTableTemplate_ad27ff52-3a2a-406a-a1cc-f09f58d58185
+	isHidden
+	isPrivate
+	lineageTag: e2a3f2f0-b693-4ad5-8faa-0670793914bd
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 998511da-826e-4002-b415-fed2a6658af5
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 96daa81b-6274-4d54-afd6-5445b1a973cb
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 40419b09-ede8-43f6-ae55-1255ab923801
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 99ccb1cc-0dd8-4639-931d-e42362a5da17
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: ef2a6dce-6860-448f-ba87-c5ec5f68feee
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: e8301e6f-c637-421a-8b3b-a21d9890c723
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: ff99f254-6d7f-405f-a354-83c32f004a85
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: bc792918-0e26-40d4-b147-48c9e4a8c68a
+
+		level Year
+			lineageTag: acccbb82-6efd-4605-8bf9-726877c949b8
+			column: Year
+
+		level Quarter
+			lineageTag: fa44d159-236e-48df-8d65-ea7116f11e38
+			column: Quarter
+
+		level Month
+			lineageTag: 9bb6d35e-9499-47c2-99bc-bbcc70d168e8
+			column: Month
+
+		level Day
+			lineageTag: fe4598ec-baf8-434a-992b-0f7cbd5363a4
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition DateTableTemplate_ad27ff52-3a2a-406a-a1cc-f09f58d58185 = calculated
+		mode: import
+		source = Calendar(Date(2015,1,1), Date(2015,1,1))
+
+	annotation __PBI_TemplateDateTable = true
+
+	annotation DefaultItem = DateHierarchy
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/J-r2-JobSummary.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/J-r2-JobSummary.tmdl
new file mode 100644
index 00000000..a9525589
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/J-r2-JobSummary.tmdl
@@ -0,0 +1,280 @@
+table J-r2-JobSummary
+	lineageTag: c94b19da-7c97-4242-85e6-cec0605a3d71
+
+	column jobId
+		dataType: string
+		lineageTag: 0c3b8766-e22e-47a2-ac1b-c50595fac9a7
+		summarizeBy: none
+		sourceColumn: jobId
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobHash
+		dataType: string
+		lineageTag: 5dc709a2-2a9a-4993-a78a-2fbe39f4d8fc
+		summarizeBy: none
+		sourceColumn: jobHash
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobName
+		dataType: string
+		lineageTag: 45116b24-bfc5-4b32-a667-cd9b2f842b89
+		summarizeBy: none
+		sourceColumn: jobName
+
+		annotation SummarizationSetBy = Automatic
+
+	column userName
+		dataType: string
+		lineageTag: 5ab5d747-fdc3-4f4d-916f-6501baaacc36
+		summarizeBy: none
+		sourceColumn: userName
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobState
+		dataType: string
+		lineageTag: 55dcd2e7-4a4b-4742-a395-fe76374da657
+		summarizeBy: none
+		sourceColumn: jobState
+
+		annotation SummarizationSetBy = Automatic
+
+	column retryCount
+		dataType: int64
+		formatString: 0
+		lineageTag: 2da0dfcf-b777-4acd-beaa-15ffe5126d11
+		summarizeBy: sum
+		sourceColumn: retryCount
+
+		annotation SummarizationSetBy = Automatic
+
+	column attemptId
+		dataType: int64
+		formatString: 0
+		lineageTag: 0cc877d2-80d5-4dd8-a2c4-e006d7094b4c
+		summarizeBy: count
+		sourceColumn: attemptId
+
+		annotation SummarizationSetBy = Automatic
+
+	column retryDetails
+		dataType: string
+		lineageTag: 9704d0f2-5337-4cce-876a-534ba2c45cb8
+		summarizeBy: none
+		sourceColumn: retryDetails
+
+		annotation SummarizationSetBy = Automatic
+
+	column virtualCluster
+		dataType: string
+		lineageTag: ac03b4f2-8f29-4622-8e8c-40a16826d33a
+		summarizeBy: none
+		sourceColumn: virtualCluster
+
+		annotation SummarizationSetBy = Automatic
+
+	column totalGpuCount
+		dataType: int64
+		formatString: 0
+		lineageTag: a53285bf-fbc8-4102-885f-596493995f0a
+		summarizeBy: none
+		sourceColumn: totalGpuCount
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobPriority
+		dataType: string
+		lineageTag: a717e953-69f3-4d56-b452-11a9f59ea942
+		summarizeBy: none
+		sourceColumn: jobPriority
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobDurationHours
+		dataType: double
+		lineageTag: 0c0c969a-6983-4ff4-a155-7d8d5d4824b0
+		summarizeBy: sum
+		sourceColumn: jobDurationHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column totalGpuHours
+		dataType: double
+		lineageTag: 1768dc9c-9487-4894-afe6-7e0f35b3defb
+		summarizeBy: sum
+		sourceColumn: totalGpuHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column idleGpuHours
+		dataType: double
+		lineageTag: ff6c41ae-939b-469b-89ac-517c6b32a8d6
+		summarizeBy: sum
+		sourceColumn: idleGpuHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column effectiveGpuHours
+		dataType: double
+		lineageTag: a114ad95-500b-439a-b84b-a919a8e71e0f
+		summarizeBy: sum
+		sourceColumn: effectiveGpuHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column submissionTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: ba8101bd-7bfa-4ef3-b1da-24e783e61d1e
+		summarizeBy: none
+		sourceColumn: submissionTime
+
+		variation Variation
+			isDefault
+			relationship: 57bb6819-2c69-4bb7-972a-c2afca207288
+			defaultHierarchy: LocalDateTable_5d04bbfc-5024-42f3-914e-14e117b931d6.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column launchTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 8b33459f-78c0-4db1-859c-2d3e308989e4
+		summarizeBy: none
+		sourceColumn: launchTime
+
+		variation Variation
+			isDefault
+			relationship: d1c0e9d8-4b09-431c-8e67-aa695bd02a80
+			defaultHierarchy: LocalDateTable_85be020b-6527-4384-8697-bf2cad73d847.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column completionTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 91cc4f2c-1258-41e0-8d46-e8938d1c1315
+		summarizeBy: none
+		sourceColumn: completionTime
+
+		variation Variation
+			isDefault
+			relationship: 7e96b0d2-d710-4e91-8b66-662e8a6bc3fd
+			defaultHierarchy: LocalDateTable_5e143f92-b0c5-4201-86e5-961728295172.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column createdDatetime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: a57614f5-c935-4c8c-84b6-4fed5a99341b
+		summarizeBy: none
+		sourceColumn: createdDatetime
+
+		variation Variation
+			isDefault
+			relationship: f591382a-2569-42e9-9d75-2988ed6937c5
+			defaultHierarchy: LocalDateTable_3d6cba95-d750-45c5-a26e-073e4042d568.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column idleGpuPercentage
+		dataType: double
+		lineageTag: 8d3f5142-db01-413a-8737-3a4249d6183a
+		summarizeBy: sum
+		sourceColumn: idleGpuPercentage
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column assignedGpuUtilization
+		dataType: double
+		lineageTag: 7bac1c9c-00e6-401d-b73c-4a80ccd7bbe2
+		summarizeBy: sum
+		sourceColumn: assignedGpuUtilization
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column effectiveGpuUtilization
+		dataType: double
+		lineageTag: afe4d519-78ce-4ee2-bcee-a722dbda13c3
+		summarizeBy: sum
+		sourceColumn: effectiveGpuUtilization
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column exitReason
+		dataType: string
+		lineageTag: fcae1bf6-915e-4051-b5da-4c07ebf8d5b2
+		summarizeBy: none
+		sourceColumn: exitReason
+
+		annotation SummarizationSetBy = Automatic
+
+	column exitCategory
+		dataType: string
+		lineageTag: 9c76a78c-681d-437d-8a92-69c603eafa89
+		summarizeBy: none
+		sourceColumn: exitCategory
+
+		annotation SummarizationSetBy = Automatic
+
+	column timeGenerated
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: ec9d144a-03ad-46c9-82fe-b4def40f01a8
+		summarizeBy: none
+		sourceColumn: timeGenerated
+
+		variation Variation
+			isDefault
+			relationship: 8fab82dd-1bdd-4eaa-98ee-f992b83f57d9
+			defaultHierarchy: LocalDateTable_f014c0c3-56d4-4665-ae48-57955ace6a08.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column Endpoint
+		dataType: string
+		lineageTag: f46c44b4-fc22-4107-8e22-e84e57e6d368
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: dd3bebd2-03b9-473f-8897-8e18cb012a51
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = User
+
+	partition J-r2-JobSummary = m
+		mode: import
+		queryGroup: Job
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "let JobSummary = cluster('luciatrainingplatform.westcentralus.kusto.windows.net').database('production').JobSummary;#(lf)JobSummary#(lf)| summarize arg_max(timeGenerated, *) by jobId#(lf)| extend Week = weekofyear(startofweek(launchTime - 1d, 0)) // Monday as the start of the week", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/J-r3-JobReact.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/J-r3-JobReact.tmdl
new file mode 100644
index 00000000..90fa9999
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/J-r3-JobReact.tmdl
@@ -0,0 +1,328 @@
+table J-r3-JobReact
+	lineageTag: a284466e-799c-4dca-b33e-892fa15f658c
+
+	column jobId
+		dataType: string
+		lineageTag: 6bb44622-70cb-4ab2-82c6-fe8f1c45a857
+		summarizeBy: none
+		sourceColumn: jobId
+
+		annotation SummarizationSetBy = Automatic
+
+	column timeGenerated
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: bd44b77b-8299-460b-aca6-3ae2af27aefa
+		summarizeBy: none
+		sourceColumn: timeGenerated
+
+		variation Variation
+			isDefault
+			relationship: 090dd454-25a7-4173-b5bd-ba3b3d9626be
+			defaultHierarchy: LocalDateTable_95ee6485-1b8d-4c42-892c-b5da24431797.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobHash
+		dataType: string
+		lineageTag: c3a8f751-f279-4fe1-a92e-6b9c7c411cb5
+		summarizeBy: none
+		sourceColumn: jobHash
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobName
+		dataType: string
+		lineageTag: a6bdd253-f9c1-4e30-bf11-46b3d7f38558
+		summarizeBy: none
+		sourceColumn: jobName
+
+		annotation SummarizationSetBy = Automatic
+
+	column userName
+		dataType: string
+		lineageTag: 682ccbad-34de-4679-b33e-0434288edf8d
+		summarizeBy: none
+		sourceColumn: userName
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobState
+		dataType: string
+		lineageTag: 0c7b219f-9e0c-4a10-b47e-3d97ce06bb4d
+		summarizeBy: none
+		sourceColumn: jobState
+
+		annotation SummarizationSetBy = Automatic
+
+	column retryCount
+		dataType: int64
+		formatString: 0
+		lineageTag: 9857e365-1002-47e3-816a-43bd686ab9c3
+		summarizeBy: sum
+		sourceColumn: retryCount
+
+		annotation SummarizationSetBy = Automatic
+
+	column attemptId
+		dataType: int64
+		formatString: 0
+		lineageTag: 3134b539-378d-403f-a1d4-3dc50b3fc8f2
+		summarizeBy: count
+		sourceColumn: attemptId
+
+		annotation SummarizationSetBy = Automatic
+
+	column retryDetails
+		dataType: string
+		lineageTag: 6dd8aed0-fcf3-4ba4-bcac-876963806226
+		summarizeBy: none
+		sourceColumn: retryDetails
+
+		annotation SummarizationSetBy = Automatic
+
+	column virtualCluster
+		dataType: string
+		lineageTag: c0496db4-b127-4ff3-858a-967a80c97543
+		summarizeBy: none
+		sourceColumn: virtualCluster
+
+		annotation SummarizationSetBy = Automatic
+
+	column totalGpuCount
+		dataType: int64
+		formatString: 0
+		lineageTag: ccd7dfef-0678-4f42-97a2-8f429b41ea0a
+		summarizeBy: none
+		sourceColumn: totalGpuCount
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobPriority
+		dataType: string
+		lineageTag: a8578ac1-d42f-4cfa-882e-cbc99e4c82fa
+		summarizeBy: none
+		sourceColumn: jobPriority
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobDurationHours
+		dataType: double
+		lineageTag: e3075ab4-fb23-4050-81ff-a7ada6eb4161
+		summarizeBy: sum
+		sourceColumn: jobDurationHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column totalGpuHours
+		dataType: double
+		lineageTag: 84a11ee9-9142-451f-90a9-3df9a3802d87
+		summarizeBy: sum
+		sourceColumn: totalGpuHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column idleGpuHours
+		dataType: double
+		lineageTag: 5c95fd9b-1977-4cc6-bee3-2b11b885ee4d
+		summarizeBy: sum
+		sourceColumn: idleGpuHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column effectiveGpuHours
+		dataType: double
+		lineageTag: 8a55e3f7-d055-4da7-9c32-b273bf0d815f
+		summarizeBy: sum
+		sourceColumn: effectiveGpuHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column submissionTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 91a1c86d-958c-471b-8867-782be219675f
+		summarizeBy: none
+		sourceColumn: submissionTime
+
+		variation Variation
+			isDefault
+			relationship: eb07ffea-286b-471d-bdda-1ec5958bd3c2
+			defaultHierarchy: LocalDateTable_1186d06e-6f71-4af2-883f-851e82f348ef.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column launchTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 1cc2d577-3154-4adb-8d91-b5a1ab2f488b
+		summarizeBy: none
+		sourceColumn: launchTime
+
+		variation Variation
+			isDefault
+			relationship: 693ac9ca-047f-4491-9247-a41d0bf3dec4
+			defaultHierarchy: LocalDateTable_0c9ebf7f-460d-4d02-8357-386489f6eaff.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column completionTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 5c51d657-19ab-43c0-868d-54325fb4fe50
+		summarizeBy: none
+		sourceColumn: completionTime
+
+		variation Variation
+			isDefault
+			relationship: 322c24c0-e038-41e4-bb21-90e85544ba22
+			defaultHierarchy: LocalDateTable_21f1bd85-0e61-4f76-9cd1-ae3649379943.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column createdDatetime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 4412f29a-9a25-4284-b560-8fa3d4a5e614
+		summarizeBy: none
+		sourceColumn: createdDatetime
+
+		variation Variation
+			isDefault
+			relationship: c2098b50-45a9-4b75-9e9d-321426720262
+			defaultHierarchy: LocalDateTable_840e7cff-6cb6-4e19-9f1d-d35db3a192e5.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column idleGpuPercentage
+		dataType: double
+		lineageTag: d8c88ef3-fd07-4bf5-9b54-abcaf341b611
+		summarizeBy: sum
+		sourceColumn: idleGpuPercentage
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column assignedGpuUtilization
+		dataType: double
+		lineageTag: 396ee6a4-65e0-492e-b7c7-0b2ba1f9240a
+		summarizeBy: sum
+		sourceColumn: assignedGpuUtilization
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column effectiveGpuUtilization
+		dataType: double
+		lineageTag: 0526a167-13e6-484c-bc20-c4ac4ee88aaf
+		summarizeBy: sum
+		sourceColumn: effectiveGpuUtilization
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column exitReason
+		dataType: string
+		lineageTag: 2e304b0f-0f10-43e2-a556-2133c31c65d0
+		summarizeBy: none
+		sourceColumn: exitReason
+
+		annotation SummarizationSetBy = Automatic
+
+	column exitCategory
+		dataType: string
+		lineageTag: ce66404e-7b27-4528-9d87-ee83ccafbb7e
+		summarizeBy: none
+		sourceColumn: exitCategory
+
+		annotation SummarizationSetBy = Automatic
+
+	column Endpoint
+		dataType: string
+		lineageTag: 8a6ea801-b2bd-4616-aa70-7e0e8b44b6a3
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobId1
+		dataType: string
+		lineageTag: e5577fcb-341e-465e-8736-c1bc66fcfff6
+		summarizeBy: none
+		sourceColumn: jobId1
+
+		annotation SummarizationSetBy = Automatic
+
+	column reactTime
+		dataType: double
+		lineageTag: 35446d95-f41c-490b-9c68-cf823b7a516b
+		summarizeBy: sum
+		sourceColumn: reactTime
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column jobHash1
+		dataType: string
+		lineageTag: 4387367e-5a57-423e-90fa-58a0b1d3cc63
+		summarizeBy: none
+		sourceColumn: jobHash1
+
+		annotation SummarizationSetBy = Automatic
+
+	column timeGenerated1
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 1b23189f-e8db-4029-b73d-90a4c9988c8f
+		summarizeBy: none
+		sourceColumn: timeGenerated1
+
+		variation Variation
+			isDefault
+			relationship: fe01a8fb-2453-4a74-a7c3-84277450f6c9
+			defaultHierarchy: LocalDateTable_44ed86b5-a0d6-4a84-9017-c249d8155b13.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column Endpoint1
+		dataType: string
+		lineageTag: 1427df16-4c75-40c1-8123-7edc52d0e478
+		summarizeBy: none
+		sourceColumn: Endpoint1
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: c4e84323-c9c7-4a54-9836-4c8dc17f7bd9
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = User
+
+	partition J-r3-JobReact = m
+		mode: import
+		queryGroup: Job
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "let ReactTime_table = cluster('luciatrainingplatform.westcentralus.kusto.windows.net').database('production').JobReactTime;#(lf)let Summary_table = cluster('luciatrainingplatform.westcentralus.kusto.windows.net').database('production').JobSummary;#(lf)let ReactTime =#(lf)Summary_table#(lf)| summarize arg_max(timeGenerated, *) by jobId#(lf)| join kind=inner ReactTime_table on jobId#(lf)| extend Week = weekofyear(startofweek(launchTime - 1d, 0)); // Monday as the start of the week#(lf)ReactTime", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/J-t4-JobDuration.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/J-t4-JobDuration.tmdl
new file mode 100644
index 00000000..3897503a
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/J-t4-JobDuration.tmdl
@@ -0,0 +1,430 @@
+table J-t4-JobDuration
+	lineageTag: 86253ade-7eec-491c-af3c-e863053f4274
+
+	measure AvgHardwareFailure = ```
+			
+			AVERAGEX(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "Hardware Failure"
+			    ), 
+			    'J-r2-JobSummary'[jobDurationHours]
+			)
+			```
+		lineageTag: d070d22e-e9c0-4765-b990-d5b8641ab4dd
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure AvgUserStop = ```
+			
+			AVERAGEX(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "User Stop"
+			    ), 
+			    'J-r2-JobSummary'[jobDurationHours]
+			)
+			```
+		lineageTag: 460d3806-139f-47d4-8f34-b6428304dce0
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure AvgSoftwareFailure = ```
+			
+			AVERAGEX(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "Software Failure"
+			    ), 
+			    'J-r2-JobSummary'[jobDurationHours]
+			)
+			```
+		lineageTag: 7b197760-b39f-46dc-9857-e1f5f13d3e0f
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure MaxUserStop = ```
+			
+			MAXX(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "User Stop"
+			    ), 
+			    'J-r2-JobSummary'[jobDurationHours]
+			)
+			```
+		lineageTag: 3a07b0ba-2ce5-481f-b392-a2c7e241b955
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure MaxHardwareFailure = ```
+			
+			MAXX(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "Hardware Failure"
+			    ), 
+			    'J-r2-JobSummary'[jobDurationHours]
+			)
+			```
+		lineageTag: 7039d897-af04-4c39-8ca8-800538ce7831
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure MaxSoftwareFailure = ```
+			
+			MAXX(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "Software Failure"
+			    ), 
+			    'J-r2-JobSummary'[jobDurationHours]
+			)
+			```
+		lineageTag: f14b1823-0db6-46ed-b142-6f6426662fa3
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure counts_UserStop = ```
+			
+			COUNTROWS(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "User Stop"
+			    )
+			)
+			```
+		formatString: 0
+		lineageTag: a62ee19d-5fa9-4d99-a41e-c34eac7d7e86
+
+	measure counts_HardwareFailure = ```
+			
+			COUNTROWS(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "Hardware Failure"
+			    )
+			)
+			```
+		formatString: 0
+		lineageTag: 0da3fd74-7e48-4694-bbab-b766a56a4236
+
+	measure counts_SoftwareFailure = ```
+			
+			COUNTROWS(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] = "Software Failure"
+			    )
+			)
+			```
+		formatString: 0
+		lineageTag: a5eab1f1-e286-4dc1-820e-3c14310c9baa
+
+	measure counts_total = ```
+			
+			COUNTROWS(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] IN {"User Stop", "Hardware Failure", "Software Failure"}
+			    )
+			)
+			```
+		formatString: 0
+		lineageTag: 10917328-f4dc-43e2-9133-6d5203249890
+
+	measure MaxDuration = ```
+			
+			MAXX(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] IN {"User Stop", "Hardware Failure", "Software Failure"}
+			    ), 
+			    'J-r2-JobSummary'[jobDurationHours]
+			)
+			```
+		lineageTag: 2feca3d4-12a4-47df-9fc6-bea9ee1d5db1
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure AvgDuration = ```
+			
+			AVERAGEX(
+			    FILTER(
+			        'J-r2-JobSummary', 
+			        'J-r2-JobSummary'[exitCategory] IN {"User Stop", "Hardware Failure", "Software Failure"}
+			    ), 
+			    'J-r2-JobSummary'[jobDurationHours]
+			)
+			```
+		lineageTag: 7774b59e-7871-4cf1-8ef0-be992eb94787
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure nJDALastWeek = ```
+			
+			VAR LatestWeek = [MaxWeekR]
+			VAR Result = 
+			    CALCULATE(
+			        [AvgDuration],
+			        'J-r2-JobSummary'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result , 0)
+			```
+		lineageTag: ab071cf0-6976-4347-a576-9221e39e7276
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JDA Last Week' = ```
+			
+			VAR LatestWeek = [MaxWeekR]
+			VAR Result = 
+			    CALCULATE(
+			        [AvgDuration],
+			        'J-r2-JobSummary'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result , 0)
+			```
+		lineageTag: fd5626c2-d2a1-4e35-9faf-bbd08c64cfc0
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JDA Previous' = ```
+			
+			VAR LatestWeek = [MaxWeekR] - 1
+			VAR Result = 
+			    CALCULATE(
+			        [AvgDuration],
+			        'J-r2-JobSummary'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result, 0)
+			```
+		lineageTag: 93db8431-11bd-42d8-a561-666c86714561
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JDA Change' =
+			
+			IF(
+			    [JDA Previous] > [JDA Last Week],
+			    "decreased",
+			    IF(
+			        [JDA Previous] < [JDA Last Week],
+			        "increased",
+			        "unchanged"
+			    )
+			)
+		lineageTag: a81d3293-fda6-46a7-ab8c-2c1eb96a73bd
+
+	measure 'JDX Last Week' =
+			
+			VAR LatestWeek = [MaxWeekR]
+			VAR Result =
+			    CALCULATE(
+			        [MaxDuration],
+			        'J-r2-JobSummary'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result, 0)
+		lineageTag: 8465e82b-89ad-4cdb-95d1-082369d6bbac
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JDX Previous' = ```
+			
+			VAR LatestWeek = [MaxWeekR] - 1
+			VAR Result = 
+			    CALCULATE(
+			        [MaxDuration],
+			        'J-r2-JobSummary'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result, 0)
+			```
+		lineageTag: 7d4f697e-c471-4167-a75b-2b8c6f04f8d2
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JDX Change' =
+			
+			IF(
+			    [JDX Previous] > [JDX Last Week],
+			    "decreased",
+			    IF(
+			        [JDX Previous] < [JDX Last Week],
+			        "increased",
+			        "unchanged"
+			    )
+			)
+		lineageTag: 13ee44e7-f675-4cfa-b113-5563c44e8b8f
+
+	column Week
+		formatString: 0
+		lineageTag: f1863c6d-faf3-47a3-9cad-caf90d7e68ed
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: J-r2-JobSummary[Week]
+
+		annotation SummarizationSetBy = User
+
+	column Endpoint
+		lineageTag: 3e215eb5-bb19-4f7b-a990-ca9487b12b36
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: J-r2-JobSummary[Endpoint]
+
+		annotation SummarizationSetBy = Automatic
+
+	column _AvgUserStop
+		lineageTag: 37024bce-d4a4-4810-a161-fb6900d0e5a0
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_AvgUserStop]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _AvgHardwareFailure
+		lineageTag: bc1038ba-ee30-4e46-88e5-6a7f010d2a45
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_AvgHardwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _AvgSoftwareFailure
+		lineageTag: 376b81fa-cda7-4d46-8086-28942210a0ef
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_AvgSoftwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _MaxUserStop
+		lineageTag: 87658adf-15ce-47a0-a47f-fc4d232f541a
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_MaxUserStop]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _MaxHardwareFailure
+		lineageTag: f02b0b84-4986-41b3-a177-08242e1652a3
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_MaxHardwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _MaxSoftwareFailure
+		lineageTag: 82843562-2b46-4f2d-99c3-2689b17ef4c9
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_MaxSoftwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _counts_UserStop
+		formatString: 0
+		lineageTag: 26a4af7c-c59b-4858-b177-fb01955ec1bf
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_counts_UserStop]
+
+		annotation SummarizationSetBy = Automatic
+
+	column _counts_HardwareFailure
+		formatString: 0
+		lineageTag: 2f126db5-d73d-43ad-8590-d5974bf592f9
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_counts_HardwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+	column _counts_SoftwareFailure
+		formatString: 0
+		lineageTag: f21cd31d-49c6-4376-bf76-808b7d890687
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_counts_SoftwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+	column _counts_total
+		formatString: 0
+		lineageTag: 22e90932-079a-4c2c-9704-a4160fe63424
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_counts_total]
+
+		annotation SummarizationSetBy = Automatic
+
+	column _MaxDuration
+		lineageTag: e29d4424-769c-4fa9-bb6a-268f16d1bb3e
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_MaxDuration]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _AvgDuration
+		lineageTag: d6a91a0c-45a1-4fb0-a0ef-2187ce28c18d
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_AvgDuration]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	partition J-t4-JobDuration = calculated
+		mode: import
+		source = ```
+				
+				VAR JobSummaryData_Current = 
+				    FILTER('J-r2-JobSummary', 'J-r2-JobSummary'[totalGpuCount] >= 0)
+				VAR FailureCategories =
+				    DATATABLE(
+				        "exitCategory", STRING,
+				        {
+				            {"User Stop"},
+				            {"Hardware Failure"},
+				            {"Software Failure"}
+				        }
+				    )
+				VAR Aggregated =
+				    SUMMARIZE(
+				        JobSummaryData_Current,
+				        [Week],
+				        [Endpoint],
+				        "_AvgUserStop", AVERAGEX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "User Stop"), [jobDurationHours]),
+				        "_AvgHardwareFailure", AVERAGEX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Hardware Failure"), [jobDurationHours]),
+				        "_AvgSoftwareFailure", AVERAGEX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Software Failure"), [jobDurationHours]),
+				        "_MaxUserStop", MAXX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "User Stop"), [jobDurationHours]),
+				        "_MaxHardwareFailure", MAXX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Hardware Failure"), [jobDurationHours]),
+				        "_MaxSoftwareFailure", MAXX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Software Failure"), [jobDurationHours]),
+				        "_counts_UserStop", COUNTX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "User Stop"), [jobDurationHours]),
+				        "_counts_HardwareFailure", COUNTX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Hardware Failure"), [jobDurationHours]),
+				        "_counts_SoftwareFailure", COUNTX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Software Failure"), [jobDurationHours]),
+				        "_counts_total", COUNTX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] IN FailureCategories), [jobDurationHours]),
+				        "_MaxDuration", MAXX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] IN FailureCategories), [jobDurationHours]),
+				        "_AvgDuration", AVERAGEX(FILTER(JobSummaryData_Current, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] IN FailureCategories), [jobDurationHours])
+				    )
+				RETURN
+				    Aggregated
+				```
+
+	annotation PBI_Id = 441027e086fa4ec48d75b684ec3eeb16
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/J-t5-JobReactTime.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/J-t5-JobReactTime.tmdl
new file mode 100644
index 00000000..b7368cac
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/J-t5-JobReactTime.tmdl
@@ -0,0 +1,317 @@
+table J-t5-JobReactTime
+	lineageTag: a2515c20-0a5a-4ad3-9456-979a7f45e17f
+
+	measure ReAvgUserStop =
+			
+			AVERAGEX(
+			    FILTER(
+			        'J-r3-JobReact',
+			        'J-r3-JobReact'[exitCategory] = "User Stop" && 'J-r3-JobReact'[totalGpuCount] >= 0
+			    ),
+			    'J-r3-JobReact'[reactTime]
+			)
+		lineageTag: 29d623a1-80e9-4d6e-b080-537b4da1c4a2
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure ReAvgHardwareFailure =
+			
+			AVERAGEX(
+			    FILTER(
+			        'J-r3-JobReact',
+			        'J-r3-JobReact'[exitCategory] = "Hardware Failure" && 'J-r3-JobReact'[totalGpuCount] >= 0
+			    ),
+			    'J-r3-JobReact'[reactTime]
+			)
+		lineageTag: a0182edc-ccf3-4dec-9a83-06366da33d2e
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure ReAvgSoftwareFailure =
+			
+			AVERAGEX(
+			    FILTER(
+			        'J-r3-JobReact',
+			        'J-r3-JobReact'[exitCategory] = "Software Failure" && 'J-r3-JobReact'[totalGpuCount] >= 0
+			    ),
+			    'J-r3-JobReact'[reactTime]
+			)
+		lineageTag: 33cf7228-3ec2-49a5-bea5-026e75196a2f
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure ReAvgReactionTime =
+			
+			AVERAGEX(
+			    FILTER(
+			        'J-r3-JobReact',
+			        'J-r3-JobReact'[exitCategory] IN {"User Stop", "Hardware Failure", "Software Failure"} && 'J-r3-JobReact'[totalGpuCount] >= 0
+			    ),
+			    'J-r3-JobReact'[reactTime]
+			)
+		lineageTag: 5242f36c-0676-4c8c-af76-fc5487ff43c5
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure ReMaxUserStop =
+			
+			MAXX(
+			    FILTER(
+			        'J-r3-JobReact',
+			        'J-r3-JobReact'[exitCategory] = "User Stop" && 'J-r3-JobReact'[totalGpuCount] >= 0
+			    ),
+			    'J-r3-JobReact'[reactTime]
+			)
+		lineageTag: aa85179f-7eaf-4b31-962d-7a89f3d49e98
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure ReMaxHardwareFailure =
+			
+			MAXX(
+			    FILTER(
+			        'J-r3-JobReact',
+			        'J-r3-JobReact'[exitCategory] = "Hardware Failure" && 'J-r3-JobReact'[totalGpuCount] >= 0
+			    ),
+			    'J-r3-JobReact'[reactTime]
+			)
+		lineageTag: 0cf100b5-76fc-410e-a8dd-0c302cc097d8
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure ReMaxSoftwareFailure =
+			
+			MAXX(
+			    FILTER(
+			        'J-r3-JobReact',
+			        'J-r3-JobReact'[exitCategory] = "Software Failure" && 'J-r3-JobReact'[totalGpuCount] >= 0
+			    ),
+			    'J-r3-JobReact'[reactTime]
+			)
+		lineageTag: 2ba2075f-feb1-482c-975d-72148ed31e76
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure ReMaxReactionTime =
+			
+			MAXX(
+			    FILTER(
+			        'J-r3-JobReact',
+			        'J-r3-JobReact'[exitCategory] IN {"User Stop", "Hardware Failure", "Software Failure"} && 'J-r3-JobReact'[totalGpuCount] >= 0
+			    ),
+			    'J-r3-JobReact'[reactTime]
+			)
+		lineageTag: 48489b45-0380-49c0-8e8b-6287421bb322
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JRA Last Week' =
+			
+			VAR LatestWeek = [MaxWeekR]
+			VAR Result =
+			    CALCULATE(
+			        [ReAvgReactionTime],
+			        'J-r3-JobReact'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result, 0)
+		lineageTag: 3ed7e3c3-5f54-4cb9-afe0-ae223e66fbdd
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JRA Previous' =
+			
+			VAR LatestWeek = [MaxWeekR] - 1
+			VAR Result =
+			    CALCULATE(
+			        [ReAvgReactionTime],
+			        'J-r3-JobReact'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result, 0)
+		lineageTag: a15af3ea-b25f-4d24-8717-38fa3a7e2f8b
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JRA Change' =
+			
+			IF(
+			    [JRA Previous] > [JRA Last Week],
+			    "decreased",
+			    IF(
+			        [JRA Previous] < [JRA Last Week],
+			        "increased",
+			        "unchanged"
+			    )
+			)
+		lineageTag: 1729112e-0bf9-4e22-9f63-c7ee9c3c7f1d
+
+	measure 'JRX Last Week' =
+			
+			VAR LatestWeek = [MaxWeekR]
+			VAR Result =
+			    CALCULATE(
+			        [ReMaxReactionTime],
+			        'J-r3-JobReact'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result, 0)
+		lineageTag: b3527799-1f79-4d72-811b-9b2c6273cc3c
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JRX Previous' =
+			
+			VAR LatestWeek = [MaxWeekR] - 1
+			VAR Result =
+			    CALCULATE(
+			        [ReMaxReactionTime],
+			        'J-r3-JobReact'[Week] = LatestWeek
+			    )
+			RETURN COALESCE(Result, 0)
+		lineageTag: 4d6c4133-aca0-4638-9318-f5117a7e1820
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'JRX Change' =
+			
+			IF(
+			    [JRX Previous] > [JRX Last Week],
+			    "decreased",
+			    IF(
+			        [JRX Previous] < [JRX Last Week],
+			        "increased",
+			        "unchanged"
+			    )
+			)
+		lineageTag: 1c167ee2-4d5e-466e-8358-8f1a74d602a3
+
+	column Week
+		formatString: 0
+		lineageTag: 10037fc7-52f1-4a0d-89c8-64dcb0222164
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: J-r3-JobReact[Week]
+
+		annotation SummarizationSetBy = User
+
+	column Endpoint
+		lineageTag: 5881d326-17c9-4aae-a90a-5a7e554a971a
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: J-r3-JobReact[Endpoint]
+
+		annotation SummarizationSetBy = Automatic
+
+	column _AvgUserStop
+		lineageTag: 67cd63a9-725a-489c-ae96-c747c7dfe36d
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_AvgUserStop]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _AvgHardwareFailure
+		lineageTag: 947a9649-a587-4caa-9dfb-2f68a16f1601
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_AvgHardwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _AvgSoftwareFailure
+		lineageTag: 7637f4a6-f792-4ff4-b8f2-f36e4f80bf1b
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_AvgSoftwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _MaxUserStop
+		lineageTag: fdfc291c-4709-4474-950e-7203f9e601bc
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_MaxUserStop]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _MaxHardwareFailure
+		lineageTag: d6793592-37cd-40ac-b5d0-0b7a7fde6859
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_MaxHardwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _MaxSoftwareFailure
+		lineageTag: 21d97231-1c08-40f4-8917-d1e33e953898
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_MaxSoftwareFailure]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _AvgReactionTime
+		lineageTag: 622364e9-c01b-4625-b61b-b637ae2181f6
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_AvgReactionTime]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column _MaxReactionTime
+		lineageTag: be0f96c5-49ec-4f7d-8ed5-07b76eec6c75
+		summarizeBy: sum
+		isNameInferred
+		sourceColumn: [_MaxReactionTime]
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	partition J-t5-JobReactTime = calculated
+		mode: import
+		source = ```
+				
+				VAR JobReact = 
+				    FILTER('J-r3-JobReact', 'J-r3-JobReact'[totalGpuCount] >= 0)
+				VAR FailureCategories =
+				    DATATABLE(
+				        "exitCategory", STRING,
+				        {
+				            {"User Stop"},
+				            {"Hardware Failure"},
+				            {"Software Failure"}
+				        }
+				    )
+				VAR Aggregated =
+				    SUMMARIZE(
+				        JobReact,
+				        [Week],
+				        [Endpoint],
+				        "_AvgUserStop", AVERAGEX(FILTER(JobReact, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "User Stop"), [reactTime]),
+				        "_AvgHardwareFailure", AVERAGEX(FILTER(JobReact, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Hardware Failure"), [reactTime]),
+				        "_AvgSoftwareFailure", AVERAGEX(FILTER(JobReact, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Software Failure"), [reactTime]),
+				        "_AvgReactionTime", AVERAGEX(FILTER(JobReact, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] IN FailureCategories), [reactTime]),
+				        "_MaxUserStop", MAXX(FILTER(JobReact, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "User Stop"), [reactTime]),
+				        "_MaxHardwareFailure", MAXX(FILTER(JobReact, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Hardware Failure"), [reactTime]),
+				        "_MaxSoftwareFailure", MAXX(FILTER(JobReact, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] = "Software Failure"), [reactTime]),
+				        "_MaxReactionTime", MAXX(FILTER(JobReact, [Week] = EARLIER([Week]) && [Endpoint] = EARLIER([Endpoint]) && [exitCategory] IN FailureCategories), [reactTime])
+				    )
+				RETURN
+				    Aggregated
+				```
+
+	annotation PBI_Id = d9e583f3b543436a890d05f7e033adb8
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/JDimGpuCount.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/JDimGpuCount.tmdl
new file mode 100644
index 00000000..140bf6b6
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/JDimGpuCount.tmdl
@@ -0,0 +1,28 @@
+table JDimGpuCount
+	lineageTag: 2fb7d992-08ed-4843-bfad-78236d3dd790
+
+	column totalGpuCount
+		dataType: int64
+		formatString: 0
+		lineageTag: 3773be61-f5a6-4e6d-8394-a0ce2c57a08b
+		summarizeBy: none
+		sourceColumn: totalGpuCount
+
+		annotation SummarizationSetBy = User
+
+	partition JDimGpuCount = m
+		mode: import
+		queryGroup: Job
+		source =
+				let
+				    Source = #"J-r2-JobSummary",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"totalGpuCount"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates",{{"totalGpuCount", Order.Ascending}})
+				in
+				    #"Sorted Rows"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_077a5672-db92-4532-a69d-ca6b348e2b80.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_077a5672-db92-4532-a69d-ca6b348e2b80.tmdl
new file mode 100644
index 00000000..0fccf560
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_077a5672-db92-4532-a69d-ca6b348e2b80.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_077a5672-db92-4532-a69d-ca6b348e2b80
+	isHidden
+	showAsVariationsOnly
+	lineageTag: cb935b75-f846-4599-99ff-c525d6a667a2
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 1ed855a4-5a6e-4092-ab9d-52afa231e73f
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 0aa54f5c-1e33-480b-a644-0e9fb7e133a9
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 4ceaabe4-20f6-41d2-a294-8eee6e1b3d46
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: d7eb3f91-35c5-4471-8112-07ab7a8cd2f8
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 2cbbf53b-9e65-445f-a9df-d212cfdd7e0d
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: d98060a0-38d9-42f1-b9ad-333478479aba
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: dbcc603d-b2a8-495d-b3e1-1c1151d6b6e3
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 12c0cb99-3928-4c7b-92d8-4920af81e986
+
+		level Year
+			lineageTag: 3dd26c88-d196-481b-acb6-53f4e1615950
+			column: Year
+
+		level Quarter
+			lineageTag: f85b4b08-c471-4fa9-8079-2162126d33cc
+			column: Quarter
+
+		level Month
+			lineageTag: d79ba79b-2be5-46b2-9ac7-0b340ac88cb2
+			column: Month
+
+		level Day
+			lineageTag: cf7e5ff5-6085-4a9f-a68d-6cf863cef79c
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_077a5672-db92-4532-a69d-ca6b348e2b80 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('M-r0-HWJobActions'[submissionTime])), 1, 1), Date(Year(MAX('M-r0-HWJobActions'[submissionTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_0c9ebf7f-460d-4d02-8357-386489f6eaff.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_0c9ebf7f-460d-4d02-8357-386489f6eaff.tmdl
new file mode 100644
index 00000000..feae45d7
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_0c9ebf7f-460d-4d02-8357-386489f6eaff.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_0c9ebf7f-460d-4d02-8357-386489f6eaff
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 2d093456-a059-48fe-ba24-6a34a4a64199
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 1c6c4a2e-726c-4999-bb94-57cdf3c146bb
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: f5e4d1cc-111a-405b-9aba-77e2bc3b921f
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: b4196d1f-c483-4f9d-bae8-92e8640463fb
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 67f7dde7-6d3e-4bdd-ac62-a0a741eb3dc6
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 3f6bbd67-3b06-4c70-ae8f-a4860f2ba87d
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 9a55c8c3-fb47-4a55-9476-2819eb080e51
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: a4b0fd94-dce3-4482-ad69-f75a40eef4e1
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 72f5cc09-3b2d-4c1a-95de-2592801c2457
+
+		level Year
+			lineageTag: a5b62dc9-21df-45a8-8c0f-47419ddc7324
+			column: Year
+
+		level Quarter
+			lineageTag: abbfcef6-a656-4115-84c8-febfd155dac0
+			column: Quarter
+
+		level Month
+			lineageTag: afd46044-2516-4159-a3f8-ca3839a8c7bb
+			column: Month
+
+		level Day
+			lineageTag: 3a8a7430-7b0c-4d2f-b258-3b57607e6120
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_0c9ebf7f-460d-4d02-8357-386489f6eaff = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r3-JobReact'[launchTime])), 1, 1), Date(Year(MAX('J-r3-JobReact'[launchTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_1186d06e-6f71-4af2-883f-851e82f348ef.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_1186d06e-6f71-4af2-883f-851e82f348ef.tmdl
new file mode 100644
index 00000000..a53c25ae
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_1186d06e-6f71-4af2-883f-851e82f348ef.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_1186d06e-6f71-4af2-883f-851e82f348ef
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 94f77711-40f8-4e51-adf3-a6b280c30720
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: cdc419ab-83d7-4324-9362-b4ae464b1195
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 04affb45-44ae-45ee-9b33-c80cbddd9b6e
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 5e475b72-2945-4a4c-a504-4a9ff42d4d12
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 9d4a15a1-0381-49bc-a2f3-280b66325539
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: e50c7594-b893-46c8-9ee9-ad19172f6526
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 73c1cf62-f75c-474d-a788-f5894c055532
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: bead4669-bc45-4e51-850e-2f2061f5be50
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 4c8768a6-15f3-4fc7-a8e7-0548335c98ef
+
+		level Year
+			lineageTag: 0d0fa792-5c59-4f1a-a8fc-c74644d37a02
+			column: Year
+
+		level Quarter
+			lineageTag: bac0ec84-2521-4e2c-9b17-6d2d370f32a3
+			column: Quarter
+
+		level Month
+			lineageTag: a197025d-740b-40f4-8fb2-b2c784339e3b
+			column: Month
+
+		level Day
+			lineageTag: dbf0bc0f-fd0c-49ed-bb54-e726a08d8432
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_1186d06e-6f71-4af2-883f-851e82f348ef = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r3-JobReact'[submissionTime])), 1, 1), Date(Year(MAX('J-r3-JobReact'[submissionTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_1a030e83-25f1-4b5e-86ce-18fca13f6878.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_1a030e83-25f1-4b5e-86ce-18fca13f6878.tmdl
new file mode 100644
index 00000000..c7a04ff0
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_1a030e83-25f1-4b5e-86ce-18fca13f6878.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_1a030e83-25f1-4b5e-86ce-18fca13f6878
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 01959edc-6761-4958-8653-e0c4d923b0bc
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 7420d505-470c-45c1-81da-9fe103ebd60b
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 55778e51-40be-4512-aed4-0c505b5a2604
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 829236aa-3336-4b36-b3c8-071d412e76bf
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: b366c886-9b56-49c7-bb6a-1524e65df84c
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 1bf7d69e-063e-4f22-809c-e560d445441e
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 7509180e-ff9d-4c5b-874f-95694a4548e6
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 28f7e555-3cf3-4c01-baca-7a9716001bb4
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: f55496e0-a631-4940-8ba6-1d8e4a124f57
+
+		level Year
+			lineageTag: d445bbdd-e143-460a-84f1-9f0e25464eaf
+			column: Year
+
+		level Quarter
+			lineageTag: 555e0659-c947-416b-a0fb-bcb7ae01bf2f
+			column: Quarter
+
+		level Month
+			lineageTag: 2b54ef18-05ed-41ff-8281-c7908bab368b
+			column: Month
+
+		level Day
+			lineageTag: 90764833-daa8-44f6-8d76-6f1db5755372
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_1a030e83-25f1-4b5e-86ce-18fca13f6878 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('R-t0-DailyNodeRuntimeAvgFailure'[Date])), 1, 1), Date(Year(MAX('R-t0-DailyNodeRuntimeAvgFailure'[Date])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_21e66450-2dd4-4002-b492-041131745eea.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_21e66450-2dd4-4002-b492-041131745eea.tmdl
new file mode 100644
index 00000000..431d71f3
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_21e66450-2dd4-4002-b492-041131745eea.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_21e66450-2dd4-4002-b492-041131745eea
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 5b3189fc-887f-49cd-b2ee-bc1704879db1
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: adc4be01-3792-46d0-9b92-08522fd289c9
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 09431fad-3c9f-44dd-9cb0-354f15ea608f
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 33d5a5f2-d5da-47d8-89b6-61ff3663a15b
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 8143b64a-f4a9-43a6-a538-f69e798a4aa7
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 2fd8acce-8349-403c-abfc-57e2ac3566d6
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 6a9cf25b-bd3c-4583-ad9f-b3e9295f91dc
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 07a69877-de83-48cb-a2c6-eaa5967d3cf9
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 47185595-3706-4205-86ae-569fac67b405
+
+		level Year
+			lineageTag: 4a3ea082-ae58-4aff-b066-579b23324087
+			column: Year
+
+		level Quarter
+			lineageTag: 305449f3-0cd1-4425-8bf5-bca99395dcaf
+			column: Quarter
+
+		level Month
+			lineageTag: 9c83f4ce-f084-4290-a86c-199a20b98f2c
+			column: Month
+
+		level Day
+			lineageTag: 51e0fc19-d64d-40c9-9770-e2624fe30a4c
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_21e66450-2dd4-4002-b492-041131745eea = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('R-r0-na'[Timestamp])), 1, 1), Date(Year(MAX('R-r0-na'[Timestamp])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_21f1bd85-0e61-4f76-9cd1-ae3649379943.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_21f1bd85-0e61-4f76-9cd1-ae3649379943.tmdl
new file mode 100644
index 00000000..0ce0a296
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_21f1bd85-0e61-4f76-9cd1-ae3649379943.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_21f1bd85-0e61-4f76-9cd1-ae3649379943
+	isHidden
+	showAsVariationsOnly
+	lineageTag: ecef6896-32dd-4987-89ad-3bbbb2146f69
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: e29cc88b-b2fe-45cb-900a-1786e888e42a
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: ef23fdb0-a231-4617-bedd-8e9fa0f4e4c2
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: d072a9fd-97c2-4b1e-8819-25606c5386d1
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: ec2d1b1d-7cee-49e8-b484-039d9c1acd78
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 921851b7-0c63-4c32-9f10-7cd89a0d5880
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: e192f9d6-f909-4c78-8d17-70126b83a647
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 62c38c82-f38f-4cbf-8e67-9dcdea68abe4
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: b6b36b0a-a4f0-4421-b37c-2ce26f8965d5
+
+		level Year
+			lineageTag: 53d4f90d-8be5-4043-b008-16a2d75230a8
+			column: Year
+
+		level Quarter
+			lineageTag: 4f45e189-2940-42e3-bc1f-1283a2a8db6e
+			column: Quarter
+
+		level Month
+			lineageTag: 6037c342-b11e-4e61-9b2c-ae96f665e9c2
+			column: Month
+
+		level Day
+			lineageTag: d6135caf-8775-4957-9ba4-8675692d1658
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_21f1bd85-0e61-4f76-9cd1-ae3649379943 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r3-JobReact'[completionTime])), 1, 1), Date(Year(MAX('J-r3-JobReact'[completionTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_3d6cba95-d750-45c5-a26e-073e4042d568.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_3d6cba95-d750-45c5-a26e-073e4042d568.tmdl
new file mode 100644
index 00000000..e57bc67a
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_3d6cba95-d750-45c5-a26e-073e4042d568.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_3d6cba95-d750-45c5-a26e-073e4042d568
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 5d23b651-ebc5-47f4-81ed-a5855c79a864
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: b9b1fcf5-717b-4e60-98cd-6cd9acd0cce7
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 47ce7a82-143a-4c29-929a-4daa18c008a1
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: b7da079a-596a-44b3-897e-1d8ec4904680
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 8e508232-96b0-410e-ba30-9bf7ea662a93
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 65c51298-a483-4517-8372-8e7204295cd8
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 08d48d38-2353-49ae-89a6-10e68e2450b4
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: b99361fa-7bd1-4bc7-8a1d-3831625370fa
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: c3aaf83c-871f-4dac-8ae2-70d20c6916b6
+
+		level Year
+			lineageTag: d1d2234f-86f0-4634-b764-efe440478ccf
+			column: Year
+
+		level Quarter
+			lineageTag: 93bd136a-b452-49a7-a9f9-5539231fab31
+			column: Quarter
+
+		level Month
+			lineageTag: c98a47bf-759b-4753-8d59-532408675dbb
+			column: Month
+
+		level Day
+			lineageTag: 89bb63a2-3b51-4fba-8177-7715f5b7c73c
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_3d6cba95-d750-45c5-a26e-073e4042d568 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r2-JobSummary'[createdDatetime])), 1, 1), Date(Year(MAX('J-r2-JobSummary'[createdDatetime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_44ed86b5-a0d6-4a84-9017-c249d8155b13.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_44ed86b5-a0d6-4a84-9017-c249d8155b13.tmdl
new file mode 100644
index 00000000..337603a1
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_44ed86b5-a0d6-4a84-9017-c249d8155b13.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_44ed86b5-a0d6-4a84-9017-c249d8155b13
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 6413ae4a-fbe8-4676-8bdd-48cf754976d9
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 21a2afb7-d313-4901-a976-62571b1111d2
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 1bf77dfc-ca2b-4865-9e83-e1e0fcd4686a
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: b85c42bd-4e24-4c7b-8e11-9fb405a4c30e
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: e147ee46-f107-4594-9217-4037e92a8d70
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 20d0576f-701a-4fff-8a88-c937fd65ee08
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 0be800a7-c6a4-4b0d-b0be-86b16131c63a
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 74b647f1-9013-4369-8d2b-4f77c4aef6f1
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: b45a6592-701d-49fe-b879-bc2041abf484
+
+		level Year
+			lineageTag: c60c4ed2-f99e-46ea-9cbb-3b67248aaa3f
+			column: Year
+
+		level Quarter
+			lineageTag: 508fca50-2fe8-4003-9c24-80c9a940fd75
+			column: Quarter
+
+		level Month
+			lineageTag: e003a79b-7bd3-4de1-8609-e25614537fbd
+			column: Month
+
+		level Day
+			lineageTag: ea678b2e-4750-4cbe-a4ec-7fbcdc712386
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_44ed86b5-a0d6-4a84-9017-c249d8155b13 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r3-JobReact'[timeGenerated1])), 1, 1), Date(Year(MAX('J-r3-JobReact'[timeGenerated1])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_4df5af18-8bd0-4a4a-a27d-e2f18cd371c6.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_4df5af18-8bd0-4a4a-a27d-e2f18cd371c6.tmdl
new file mode 100644
index 00000000..6d1c428d
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_4df5af18-8bd0-4a4a-a27d-e2f18cd371c6.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_4df5af18-8bd0-4a4a-a27d-e2f18cd371c6
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 16483169-4bea-49a9-aff5-862033d4628e
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 318d25bc-19a9-47f3-93b2-03f7866e30e5
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 6fb156dc-56c7-4dc1-97ec-2ae2bd4650a8
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 6ced3ed2-26f4-4a84-9189-ee9701854080
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 212692b8-bb31-4e1e-b80c-63da6ab61806
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 785ecc4a-4356-4023-9c1a-5e961f9e4b27
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 59be3db8-cdc4-4af9-a8e7-72b770aff6f5
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 2c8c1dd3-621c-40e8-b7d3-da782a3deb91
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: e5e9545d-d781-4715-9027-53def15bd078
+
+		level Year
+			lineageTag: c5992e53-1cbf-4461-9369-779bc70ebcbb
+			column: Year
+
+		level Quarter
+			lineageTag: 50f6a419-d1f7-4214-b390-370ec9feb48b
+			column: Quarter
+
+		level Month
+			lineageTag: a1a298d5-e847-40c0-9e57-2520088be708
+			column: Month
+
+		level Day
+			lineageTag: 723de6d9-afb0-4ee3-b4e1-94e0f152a3cb
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_4df5af18-8bd0-4a4a-a27d-e2f18cd371c6 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('R-t4-DailyNodeRuntimeAvgFailure'[Date])), 1, 1), Date(Year(MAX('R-t4-DailyNodeRuntimeAvgFailure'[Date])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_56c1702b-3756-4027-8c84-c606008d1ab0.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_56c1702b-3756-4027-8c84-c606008d1ab0.tmdl
new file mode 100644
index 00000000..cb1428d0
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_56c1702b-3756-4027-8c84-c606008d1ab0.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_56c1702b-3756-4027-8c84-c606008d1ab0
+	isHidden
+	showAsVariationsOnly
+	lineageTag: dc258063-536b-4f68-88e4-86a9711da53a
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 0171aa99-af0f-40af-b364-286fd1c42545
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: bd6f5555-c75b-40c9-82bb-d79057bd950f
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: d4cd578c-ecf3-45bd-80d8-5f87671518b3
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 202c8308-76b3-431a-a177-4af410db9065
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: e66eb8a4-6ee7-4913-b208-c899409c0c83
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 2c8b306a-d674-4c57-83e6-b2ff74075446
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: a4bd21ae-2731-4632-9f65-c344bb2389ca
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: a09e1850-dbc7-4a8a-a31b-184f8edee241
+
+		level Year
+			lineageTag: 74ef0d0d-adbb-41c1-90fd-aa12c0fa245b
+			column: Year
+
+		level Quarter
+			lineageTag: 6bdc9a3f-3e63-4236-bbd4-96787d26ff83
+			column: Quarter
+
+		level Month
+			lineageTag: 965487cd-9bcb-4d90-82b4-49a35e952ebf
+			column: Month
+
+		level Day
+			lineageTag: a1fe9fe4-b3bf-49bb-8328-13e6de2a2ee7
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_56c1702b-3756-4027-8c84-c606008d1ab0 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('M-r0-HWJobActions'[timeGenerated])), 1, 1), Date(Year(MAX('M-r0-HWJobActions'[timeGenerated])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_5d04bbfc-5024-42f3-914e-14e117b931d6.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_5d04bbfc-5024-42f3-914e-14e117b931d6.tmdl
new file mode 100644
index 00000000..ab3271a6
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_5d04bbfc-5024-42f3-914e-14e117b931d6.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_5d04bbfc-5024-42f3-914e-14e117b931d6
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 03d8385b-6f95-4bf8-9f0e-3065aa31599c
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 25c15eb0-5ea2-4350-be7c-a553aecc5550
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 1e8a4885-21df-428c-af73-b96bce2f557a
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 5a74e02a-359f-4515-9b51-e62e9ecfd473
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 09e1922f-1e52-4fac-b608-4fe9f61867b6
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 88653816-af5f-49c4-ad26-63a762a39e62
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 2cc157c1-91d7-48a2-afc2-b2ab2d42712d
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 0ec59f8f-69cd-4672-870c-76e5c58774d7
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 477ba6bf-dc8d-4ec4-b37d-3e8f32d36e85
+
+		level Year
+			lineageTag: eb212981-c989-404d-8283-38578cdce99f
+			column: Year
+
+		level Quarter
+			lineageTag: 60ac8c1d-c652-4901-a716-2c063d60b6fc
+			column: Quarter
+
+		level Month
+			lineageTag: 0ef9ed28-2276-439d-9a87-b998e325e281
+			column: Month
+
+		level Day
+			lineageTag: 0ec6b0c9-dea3-489a-8ff6-73cf032d5769
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_5d04bbfc-5024-42f3-914e-14e117b931d6 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r2-JobSummary'[submissionTime])), 1, 1), Date(Year(MAX('J-r2-JobSummary'[submissionTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_5e143f92-b0c5-4201-86e5-961728295172.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_5e143f92-b0c5-4201-86e5-961728295172.tmdl
new file mode 100644
index 00000000..fd65f57c
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_5e143f92-b0c5-4201-86e5-961728295172.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_5e143f92-b0c5-4201-86e5-961728295172
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 1219fe14-d1dd-432c-a730-7a5b4d846781
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: ee24b21d-e84d-4781-83ad-65730501c7d5
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 3e1c2bce-3de6-40dc-9027-9f84d23c071d
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: c9f42d7f-391a-4117-9f08-0624cfe32997
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: ce1e8807-11bb-487a-805e-fe156a6ced9c
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 1896cee4-3a11-4d81-96e5-391502589181
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 5db93caa-1076-479d-b804-1c73ac0ba7ba
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 1d17373e-5656-4fe3-8f55-e6a2fa708815
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: e6707491-5284-4841-8798-51c5547ee86a
+
+		level Year
+			lineageTag: d239b4c0-af40-4985-9e3d-58c7afdf0989
+			column: Year
+
+		level Quarter
+			lineageTag: a8ac4752-e200-467e-b63f-52afe8156e33
+			column: Quarter
+
+		level Month
+			lineageTag: b458b45b-5ec9-46a4-bcb5-cb9f37019f5b
+			column: Month
+
+		level Day
+			lineageTag: 0af18dc9-a165-42ff-982e-655540efddd3
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_5e143f92-b0c5-4201-86e5-961728295172 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r2-JobSummary'[completionTime])), 1, 1), Date(Year(MAX('J-r2-JobSummary'[completionTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_7ee6f4c4-0e57-4409-a3fe-8cce142b4ee5.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_7ee6f4c4-0e57-4409-a3fe-8cce142b4ee5.tmdl
new file mode 100644
index 00000000..2ab6c919
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_7ee6f4c4-0e57-4409-a3fe-8cce142b4ee5.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_7ee6f4c4-0e57-4409-a3fe-8cce142b4ee5
+	isHidden
+	showAsVariationsOnly
+	lineageTag: dd3a7056-907e-4b79-8ac4-432bb8ef66db
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: add6e652-c7a3-49d5-a823-bd4b9ae5d97d
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 27c6963a-1c1c-4175-808f-882e01e1202e
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 8a8afd54-0cdb-46ee-86af-e72a29aed2ff
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: c395d7f8-1310-416e-8f16-5d824bdbe0b2
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: ab869b90-db95-4a16-91df-f87b92691121
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 5b38dbcd-c5b1-4d42-be9a-fdf2f2c97645
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 40664d83-fd76-499c-a439-72ba7114a9ba
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 40dc1158-c8b2-4de4-b70b-91a6eed68f55
+
+		level Year
+			lineageTag: c7428b98-3dab-4ed5-a997-9ddbd43f66f9
+			column: Year
+
+		level Quarter
+			lineageTag: c547c86c-8428-4141-a96d-5d3e3e2bd469
+			column: Quarter
+
+		level Month
+			lineageTag: 7d3a1f44-b19f-4a3e-b7a3-1ded950be15d
+			column: Month
+
+		level Day
+			lineageTag: c39759bb-5c25-44e8-958d-e50a523140a8
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_7ee6f4c4-0e57-4409-a3fe-8cce142b4ee5 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('M-r0-HWJobActions'[launchTime])), 1, 1), Date(Year(MAX('M-r0-HWJobActions'[launchTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_840e7cff-6cb6-4e19-9f1d-d35db3a192e5.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_840e7cff-6cb6-4e19-9f1d-d35db3a192e5.tmdl
new file mode 100644
index 00000000..8dbfd0e9
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_840e7cff-6cb6-4e19-9f1d-d35db3a192e5.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_840e7cff-6cb6-4e19-9f1d-d35db3a192e5
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 96376fe9-d4c7-4533-9e04-2b06f25559df
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 6d39339b-7fb9-420f-a879-adf551608424
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: ef4223ee-3963-4aa4-bf49-56f60ecf6571
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 6d55fae0-8508-4125-a4d2-e4f08bc145ac
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: e4051159-5762-482b-bb2c-846720b25989
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 399e2436-7aad-4eb1-85a0-e5cd4796a4b3
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 2bcd4d6a-97d0-4e64-a1ef-ee676ba02a14
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 6d7282cf-d486-43aa-8ee1-fab061d3ab55
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 3446261a-f0a9-442d-b750-5d3d47c99569
+
+		level Year
+			lineageTag: 4774ee93-38f3-4872-bf9e-6db2f033695c
+			column: Year
+
+		level Quarter
+			lineageTag: 7d09dd66-4696-4ba5-99b9-0377b9dedd2d
+			column: Quarter
+
+		level Month
+			lineageTag: fe3e9d90-cb90-4a1c-b9b5-a5768409f918
+			column: Month
+
+		level Day
+			lineageTag: 5063197d-328b-44f6-9746-0ee71002cae7
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_840e7cff-6cb6-4e19-9f1d-d35db3a192e5 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r3-JobReact'[createdDatetime])), 1, 1), Date(Year(MAX('J-r3-JobReact'[createdDatetime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_85be020b-6527-4384-8697-bf2cad73d847.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_85be020b-6527-4384-8697-bf2cad73d847.tmdl
new file mode 100644
index 00000000..a3d8082a
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_85be020b-6527-4384-8697-bf2cad73d847.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_85be020b-6527-4384-8697-bf2cad73d847
+	isHidden
+	showAsVariationsOnly
+	lineageTag: c4e44367-4907-4a03-b8ce-0c639001327b
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: b131683b-55d4-47f8-8400-7db8465db8c6
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 7bf15999-331e-4722-b70b-06a7bd60e5c7
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: c2b5fe10-7ab7-45df-8075-368390918c44
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 73811fe1-a6f2-4b21-b495-65f464ab721f
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 2802d3b5-7971-43dc-b6e3-cc7309e74aca
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 667abae0-3047-4c8f-aade-7855be83ef3f
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 656c8968-1d6b-4504-973b-7e5a4a508506
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: b16584c2-60af-4012-8395-f057b2ad6754
+
+		level Year
+			lineageTag: 3bdfb191-b6d4-44fa-ac42-5491df63abfd
+			column: Year
+
+		level Quarter
+			lineageTag: 037173c0-5f16-4d63-8b46-ac5abcd70619
+			column: Quarter
+
+		level Month
+			lineageTag: b1a91c39-fd55-4c43-8cb7-1cfe5a2211cf
+			column: Month
+
+		level Day
+			lineageTag: ba4b8747-0a20-4bb8-9839-b7d1835cea9b
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_85be020b-6527-4384-8697-bf2cad73d847 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r2-JobSummary'[launchTime])), 1, 1), Date(Year(MAX('J-r2-JobSummary'[launchTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_87233e88-b4b1-4a8a-9ecc-b61441c00f5a.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_87233e88-b4b1-4a8a-9ecc-b61441c00f5a.tmdl
new file mode 100644
index 00000000..ea0af334
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_87233e88-b4b1-4a8a-9ecc-b61441c00f5a.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_87233e88-b4b1-4a8a-9ecc-b61441c00f5a
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 0ccfc51a-b3cf-4c56-b35b-8e1a65952197
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: e2bbe260-fb1c-41e3-b029-499de2421d25
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: affc0c7e-0972-40a9-be8e-3d568802df58
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: a935fee6-6bd7-401e-ad90-1b68138393fd
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 83bcf808-29cd-48ac-8fad-26fe543ddde0
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 005a02d2-a8b6-4abb-8a7c-e59818c371f5
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 96e2903a-4863-4c7b-9acf-9a32998fb1ed
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 793732bb-534a-4ff1-b8b3-17b73e367729
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: a9f60a12-ce9b-4653-b07e-a62dd2759181
+
+		level Year
+			lineageTag: 16e00369-0c77-47c3-99b3-2e9d2a94e95b
+			column: Year
+
+		level Quarter
+			lineageTag: dc7f5e2f-4544-4981-937b-17cd593b1418
+			column: Quarter
+
+		level Month
+			lineageTag: 52b68dbc-f90b-4703-8927-8250bd1c457f
+			column: Month
+
+		level Day
+			lineageTag: 67ffca2f-4a56-4aa0-b33b-73c8ee7e11d1
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_87233e88-b4b1-4a8a-9ecc-b61441c00f5a = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('A-t0-ClusterCapacityStatus'[Date])), 1, 1), Date(Year(MAX('A-t0-ClusterCapacityStatus'[Date])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_95ee6485-1b8d-4c42-892c-b5da24431797.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_95ee6485-1b8d-4c42-892c-b5da24431797.tmdl
new file mode 100644
index 00000000..ff6e7a06
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_95ee6485-1b8d-4c42-892c-b5da24431797.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_95ee6485-1b8d-4c42-892c-b5da24431797
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 01df1420-4c0d-4a06-a0cd-0918f489436b
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 7d12f702-85b8-4341-9c5a-1f86d640aabd
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 7c06daa8-7f7b-4fa3-b6bf-91e0f3298b12
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: a5137462-314e-4e45-90c6-ddc8f923b656
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 5591bde3-fa49-49a5-a99e-816158259b0d
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: a7904bca-4502-4c14-b880-9d1fab871d75
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 6f2c14ce-4f85-420d-81bc-3559837f6b2b
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: d35201d0-a99f-49c8-97ec-648cd39f96a1
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 9f5c8ece-8594-4fd0-938b-eda565ee12f8
+
+		level Year
+			lineageTag: 8a035a57-fdd6-41a1-b720-5555fb8cbfde
+			column: Year
+
+		level Quarter
+			lineageTag: 98aa9889-9302-410c-bfd0-9f5050454aa9
+			column: Quarter
+
+		level Month
+			lineageTag: 499ea241-db34-4e63-a911-dc9115062862
+			column: Month
+
+		level Day
+			lineageTag: fbd48714-4e55-4669-b867-b412a8caf900
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_95ee6485-1b8d-4c42-892c-b5da24431797 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r3-JobReact'[timeGenerated])), 1, 1), Date(Year(MAX('J-r3-JobReact'[timeGenerated])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_9c1c2e57-e40b-48f2-b88f-e05e38f42b1c.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_9c1c2e57-e40b-48f2-b88f-e05e38f42b1c.tmdl
new file mode 100644
index 00000000..8b5cb180
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_9c1c2e57-e40b-48f2-b88f-e05e38f42b1c.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_9c1c2e57-e40b-48f2-b88f-e05e38f42b1c
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 085e41f0-f6d7-4f6c-890e-fd78231dac72
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 82f40c74-4256-418f-aa21-ac59d69b0deb
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: bd0f5769-7c1b-4b45-a9d9-1908dc2267af
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: b9d82857-386f-400d-ad47-31ca2baca96e
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 206dcfe8-3f81-43af-86ff-31820c083755
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: b87f8c38-9196-4719-b3d9-201b126226e6
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 63815361-c858-4b90-a830-ef3e920f0ba1
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: becf11c0-e5e6-4574-bef9-7251cd0ff85d
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 48b3b6d0-cad3-4b72-adee-2c5cd3fc6d12
+
+		level Year
+			lineageTag: 63e9d076-2b65-46bf-9b54-499217d57af2
+			column: Year
+
+		level Quarter
+			lineageTag: 683449e8-e784-4a92-bf0c-7e6360f072fe
+			column: Quarter
+
+		level Month
+			lineageTag: a2179f11-e32f-461f-8e27-5099308cf2cb
+			column: Month
+
+		level Day
+			lineageTag: cadb34af-5b49-4414-a4f0-c0f82a0e587a
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_9c1c2e57-e40b-48f2-b88f-e05e38f42b1c = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('M-r0-HWJobActions'[createdDatetime])), 1, 1), Date(Year(MAX('M-r0-HWJobActions'[createdDatetime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_bfd0980a-5f77-4f08-84ec-70c9249006b7.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_bfd0980a-5f77-4f08-84ec-70c9249006b7.tmdl
new file mode 100644
index 00000000..8664befc
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_bfd0980a-5f77-4f08-84ec-70c9249006b7.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_bfd0980a-5f77-4f08-84ec-70c9249006b7
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 086159fa-46e5-4b86-8337-0b6c7507dafb
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 22839bab-8be1-4490-ad87-3dd89608ad63
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: f1ebb99b-cecf-4af8-9d72-878719c5e174
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 3703e49c-5412-4045-8e01-54928c9a916d
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: ad4083b8-d4a7-42d8-998a-a84c405f51d0
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 038e37b3-794e-4b5d-a8a1-1df80c2be1df
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 37a52025-24cb-4feb-9c22-a07a1b58579f
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: a0acfbe1-d67f-49db-b5cd-89f5e69e9c36
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 0ed8b73b-58d2-45c9-b7ce-74f9c8a0e114
+
+		level Year
+			lineageTag: a4af7876-2796-431e-a0a4-8388955cae8a
+			column: Year
+
+		level Quarter
+			lineageTag: 067412a0-5589-4e41-ba2a-a7fc7cb03c61
+			column: Quarter
+
+		level Month
+			lineageTag: 578efe68-972b-4c2e-a346-49959421bf0c
+			column: Month
+
+		level Day
+			lineageTag: 6867c983-92ac-4aea-8899-2809a1a8637b
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_bfd0980a-5f77-4f08-84ec-70c9249006b7 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('R-r1-na'[Date])), 1, 1), Date(Year(MAX('R-r1-na'[Date])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_c1f515d7-006a-40bd-930d-3c83df748125.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_c1f515d7-006a-40bd-930d-3c83df748125.tmdl
new file mode 100644
index 00000000..87241f5a
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_c1f515d7-006a-40bd-930d-3c83df748125.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_c1f515d7-006a-40bd-930d-3c83df748125
+	isHidden
+	showAsVariationsOnly
+	lineageTag: ac376862-3cad-4367-a2ca-409d58988af1
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 3173752c-3632-4e08-8a2d-7ed6c613f5f5
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: b9649aac-00fd-45d1-83c5-b680ae7a8824
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: df603a85-73cf-4f85-aa63-abe8f019fcaf
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 5c2e11fb-009f-4d43-b4e6-df9cb27b118d
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 446ad3a0-cf94-4c0c-b57b-7523b59f69f5
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: f355ad28-f817-4731-b515-21608d71e433
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 1126e3ca-ffb5-455a-9d79-9b1d66c41951
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: a7018676-9b75-4c44-83ca-11dc1542ca3e
+
+		level Year
+			lineageTag: 8a0f0e63-f916-4a31-8406-a61880adb56f
+			column: Year
+
+		level Quarter
+			lineageTag: 4cee5cb3-6e0d-4bf7-ad54-d697cf4dac17
+			column: Quarter
+
+		level Month
+			lineageTag: 596efc0c-6148-4b62-8229-3cd68f7b42fd
+			column: Month
+
+		level Day
+			lineageTag: 0dc3e3dc-2be4-43d8-8719-53046676e348
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_c1f515d7-006a-40bd-930d-3c83df748125 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('M-r0-HWJobActions'[completionTime])), 1, 1), Date(Year(MAX('M-r0-HWJobActions'[completionTime])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_c8777a3a-5e2f-4fa4-a113-1211d451fdaa.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_c8777a3a-5e2f-4fa4-a113-1211d451fdaa.tmdl
new file mode 100644
index 00000000..b32a5b22
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_c8777a3a-5e2f-4fa4-a113-1211d451fdaa.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_c8777a3a-5e2f-4fa4-a113-1211d451fdaa
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 7d68b29c-97b2-48fc-9638-3155c8a4a654
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: c1f164d8-f163-4830-946b-2f9709552bf2
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 2641d024-1b28-49ef-9c97-e85e31db0993
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: ac540e21-fd77-49f7-bbe1-fd933d602e08
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 3ceed246-812f-4c92-9945-7cf38e5bc8bb
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 5f7d2e9f-308f-432a-98b8-5ffa6823560d
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 971cf5a3-ef26-4402-88ed-7d0d3575181c
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: ecc4116c-82b9-41c0-bd34-3aa17e219b46
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 0c128983-7b0e-444e-87b2-8b979b1d5319
+
+		level Year
+			lineageTag: b4a8decc-6fd9-477e-9b4a-89d2cf15009a
+			column: Year
+
+		level Quarter
+			lineageTag: ac4f4aa1-0288-4f98-a9c5-d9127b3e35fb
+			column: Quarter
+
+		level Month
+			lineageTag: b49ebd25-f752-4976-acc9-a6aff08eecf9
+			column: Month
+
+		level Day
+			lineageTag: d1910a9d-64ff-4e28-9776-17a64715c164
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_c8777a3a-5e2f-4fa4-a113-1211d451fdaa = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('R-t3-DailyOccurrenceofNodeFailuresRuntime'[EndDate])), 1, 1), Date(Year(MAX('R-t3-DailyOccurrenceofNodeFailuresRuntime'[EndDate])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_cef9989f-cbfb-49d1-926b-43c32f72a0dc.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_cef9989f-cbfb-49d1-926b-43c32f72a0dc.tmdl
new file mode 100644
index 00000000..100a9e12
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_cef9989f-cbfb-49d1-926b-43c32f72a0dc.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_cef9989f-cbfb-49d1-926b-43c32f72a0dc
+	isHidden
+	showAsVariationsOnly
+	lineageTag: ad4a5fbd-f214-4fb0-ab58-54a2e410006d
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 89787038-6918-4c4d-89d1-44ea71b3d5fb
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: dd3534f5-6ecd-41cd-a120-a3eb700feebf
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 1e69247c-9f17-4244-8e42-3f589c2ff98a
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: f30d232d-f41a-4c6a-8607-dba0d91d6684
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 3e9fe75e-056e-47b6-9423-af6bc201472a
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: aba9efb2-023b-4474-b605-2b64d0a5ce1c
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 3c14a8c5-7aa5-43c1-98f8-82b510b39071
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: c8e339ee-e1aa-46d8-af28-c3916adf5fdf
+
+		level Year
+			lineageTag: ed6b5144-d288-4dd9-a01e-2d07b0e4128f
+			column: Year
+
+		level Quarter
+			lineageTag: c9750417-ed12-4b66-ac60-bc44925d71f4
+			column: Quarter
+
+		level Month
+			lineageTag: 1a2b79de-0887-401c-bcad-9ff625d25637
+			column: Month
+
+		level Day
+			lineageTag: a0585e78-6e8a-45de-b896-970295e175c9
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_cef9989f-cbfb-49d1-926b-43c32f72a0dc = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('A-r2-na'[Day])), 1, 1), Date(Year(MAX('A-r2-na'[Day])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3.tmdl
new file mode 100644
index 00000000..fc3c7848
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3
+	isHidden
+	showAsVariationsOnly
+	lineageTag: bde388c0-808e-4f10-bf49-262d0302fa35
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 184417ee-612c-45d6-99dc-e65b27b9fe17
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 1198979e-5397-42d1-95f9-a5a8bbe3d6e6
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 01133925-068d-41b2-a05c-4780e60df491
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 3de8c076-0882-4b10-9667-f4a62417e11d
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 33527ace-e6a1-4bf6-aba7-c0fb0f8b6570
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: c17c7fa2-1e2a-4630-8460-8f61e4744405
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: d35d4dc3-1067-4f81-819d-f684df422052
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: df4fe565-ef5a-4fe0-863c-6a23dcd8426f
+
+		level Year
+			lineageTag: 507853ea-5ee3-4a9c-b088-9aa2bc589d91
+			column: Year
+
+		level Quarter
+			lineageTag: c8d83065-ea80-4fe3-8f1a-3614fc110cc6
+			column: Quarter
+
+		level Month
+			lineageTag: 32068b29-3e84-4ea2-a26b-1d2a7e5a32ad
+			column: Month
+
+		level Day
+			lineageTag: 8d71d47a-282a-4856-a5d0-468b74854f44
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('A-r0-na'[TIMESTAMP])), 1, 1), Date(Year(MAX('A-r0-na'[TIMESTAMP])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_e78aa197-a9d3-42c7-b595-c6e8aef6b914.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_e78aa197-a9d3-42c7-b595-c6e8aef6b914.tmdl
new file mode 100644
index 00000000..8881be06
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_e78aa197-a9d3-42c7-b595-c6e8aef6b914.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_e78aa197-a9d3-42c7-b595-c6e8aef6b914
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 6ffc39a3-52c9-410b-8107-2ecb268f72b8
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 9e62fbdf-2fe4-4d21-ad6e-50b2ae224bd3
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 78192500-f541-40b7-90ff-3e1ee122152e
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: dcb7ba81-2562-4463-926d-685e036ba3e1
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 90154038-448c-4dfc-a994-3b042fc78079
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 03fc4e26-0304-497b-8ca5-e153abcec2a3
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 3b8462c7-1925-490b-8b89-1eee81ef9554
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: ca62e098-2338-43b3-9385-12560c0cb1c8
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 9ecf3b87-3185-41ba-ba1e-001e8ef76267
+
+		level Year
+			lineageTag: b80e2ebd-5c31-4744-8dc2-622a56b1df3f
+			column: Year
+
+		level Quarter
+			lineageTag: ccde2f15-6f29-46a3-961d-e2101b5c5f56
+			column: Quarter
+
+		level Month
+			lineageTag: f889573d-b0a5-41e0-ae0c-eae2ca105ec6
+			column: Month
+
+		level Day
+			lineageTag: 82050691-5051-4b71-b9f4-9d9edabfe745
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_e78aa197-a9d3-42c7-b595-c6e8aef6b914 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('R-t1-NodeFailureCategorization'[Timestamp])), 1, 1), Date(Year(MAX('R-t1-NodeFailureCategorization'[Timestamp])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_f014c0c3-56d4-4665-ae48-57955ace6a08.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_f014c0c3-56d4-4665-ae48-57955ace6a08.tmdl
new file mode 100644
index 00000000..4c70fe4f
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_f014c0c3-56d4-4665-ae48-57955ace6a08.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_f014c0c3-56d4-4665-ae48-57955ace6a08
+	isHidden
+	showAsVariationsOnly
+	lineageTag: da07d65b-4c25-4c64-8c05-1156665023d4
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: ff873245-5c15-46df-a0ac-3b9e959149a6
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: fd76c312-6122-417e-9e42-f87cb77aa29f
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 240e8787-68e7-4b78-83a7-c2cd4e6bf545
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: 0cf5476a-b230-4816-9561-284f9be890fd
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 03a1dd04-d97b-4ef5-bcae-349ce121c195
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: 5c9785fc-0937-4016-a29c-37359e48e23e
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 2e68160f-44ca-4a53-96bf-273cbb463392
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 1bf730b7-ef1c-48d9-9e48-bf27a03053c4
+
+		level Year
+			lineageTag: 5f1593fd-5698-468f-b5bf-25ecd17f8e5c
+			column: Year
+
+		level Quarter
+			lineageTag: a52bb88b-e101-488d-aace-822b17fec18d
+			column: Quarter
+
+		level Month
+			lineageTag: b928d61b-11ec-456a-b23d-243f4e1effeb
+			column: Month
+
+		level Day
+			lineageTag: 515f8d97-c996-4450-8c00-5865a10c6ea7
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_f014c0c3-56d4-4665-ae48-57955ace6a08 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('J-r2-JobSummary'[timeGenerated])), 1, 1), Date(Year(MAX('J-r2-JobSummary'[timeGenerated])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_f6af1449-a88d-4bce-a581-e4bbfc162fb5.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_f6af1449-a88d-4bce-a581-e4bbfc162fb5.tmdl
new file mode 100644
index 00000000..e49760d7
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/LocalDateTable_f6af1449-a88d-4bce-a581-e4bbfc162fb5.tmdl
@@ -0,0 +1,111 @@
+table LocalDateTable_f6af1449-a88d-4bce-a581-e4bbfc162fb5
+	isHidden
+	showAsVariationsOnly
+	lineageTag: 70ce8008-fc81-4834-a97f-a507883e9832
+
+	column Date
+		dataType: dateTime
+		isHidden
+		lineageTag: 4d4405bc-a2d6-462b-8a60-9a06e3a604d8
+		dataCategory: PaddedDateTableDates
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Date]
+
+		annotation SummarizationSetBy = User
+
+	column Year = YEAR([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 536393e8-5d4f-4e2c-9891-bdead86e27be
+		dataCategory: Years
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Year
+
+	column MonthNo = MONTH([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 5825d097-f0d3-4a11-9654-ade0e2def7b9
+		dataCategory: MonthOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = MonthNumber
+
+	column Month = FORMAT([Date], "MMMM")
+		dataType: string
+		isHidden
+		lineageTag: d4d1d041-3544-42e4-b028-24615f406420
+		dataCategory: Months
+		summarizeBy: none
+		sortByColumn: MonthNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Month
+
+	column QuarterNo = INT(([MonthNo] + 2) / 3)
+		dataType: int64
+		isHidden
+		lineageTag: 60c20f6c-1c3c-426c-8989-3f79f3a35943
+		dataCategory: QuarterOfYear
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = QuarterNumber
+
+	column Quarter = "Qtr " & [QuarterNo]
+		dataType: string
+		isHidden
+		lineageTag: c97316d6-dee2-48c9-897d-aa95d810e7b1
+		dataCategory: Quarters
+		summarizeBy: none
+		sortByColumn: QuarterNo
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Quarter
+
+	column Day = DAY([Date])
+		dataType: int64
+		isHidden
+		lineageTag: 42cb16d8-1609-48ea-9e0e-00fa4968c5a8
+		dataCategory: DayOfMonth
+		summarizeBy: none
+
+		annotation SummarizationSetBy = User
+
+		annotation TemplateId = Day
+
+	hierarchy 'Date Hierarchy'
+		lineageTag: 4304e54a-965c-4d4e-88d4-58a86edca93c
+
+		level Year
+			lineageTag: b0d71c54-b40e-4a73-b7be-cb6c0ee257cc
+			column: Year
+
+		level Quarter
+			lineageTag: 1ffbe2c1-e46c-4024-b637-e8c348fa4da1
+			column: Quarter
+
+		level Month
+			lineageTag: ea608191-96f5-4bc8-9049-6866e5fcc51b
+			column: Month
+
+		level Day
+			lineageTag: 3a72210b-0f1a-45f3-8b54-ef9cec1c552a
+			column: Day
+
+		annotation TemplateId = DateHierarchy
+
+	partition LocalDateTable_f6af1449-a88d-4bce-a581-e4bbfc162fb5 = calculated
+		mode: import
+		source = Calendar(Date(Year(MIN('A-t5-DetailsofWeekAppended'[Date])), 1, 1), Date(Year(MAX('A-t5-DetailsofWeekAppended'[Date])), 12, 31))
+
+	annotation __PBI_LocalDateTable = true
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/M-r0-HWJobActions.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/M-r0-HWJobActions.tmdl
new file mode 100644
index 00000000..858a5b7a
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/M-r0-HWJobActions.tmdl
@@ -0,0 +1,225 @@
+table M-r0-HWJobActions
+	lineageTag: 4ca0a83b-3a72-47d7-999f-bb747a7fcac5
+
+	measure CumulativeSampleCount =
+			
+			COUNTROWS(
+			    FILTER(
+			        ALLSELECTED('M-r0-HWJobActions'),
+			        'M-r0-HWJobActions'[Week] <= MAX('M-r0-HWJobActions'[Week]) && 'M-r0-HWJobActions'[Endpoint] = MAX('M-r0-HWJobActions'[Endpoint])
+			    )
+			)
+		formatString: 0
+		lineageTag: a40e3dbe-5122-4105-9e71-c51eca93206d
+
+	measure CumulativeMTBIHours =
+			
+			VAR CurrentEndpoint = MAX('M-r0-HWJobActions'[Endpoint])
+			VAR CurrentWeek = MAX('M-r0-HWJobActions'[Week])
+			RETURN
+			    CALCULATE(
+			        DIVIDE(
+			            SUMX(
+			                FILTER(
+			                    ALL('M-r0-HWJobActions'), // Use ALL to clear existing filters for cumulative calculation
+			                    'M-r0-HWJobActions'[Endpoint] = CurrentEndpoint && 'M-r0-HWJobActions'[Week] <= CurrentWeek
+			                ),
+			                'M-r0-HWJobActions'[jobDurationHours]
+			            ),
+			            COUNTROWS(
+			                FILTER(
+			                    ALL('M-r0-HWJobActions'), // Use ALL to clear existing filters for cumulative calculation
+			                    'M-r0-HWJobActions'[Endpoint] = CurrentEndpoint && 'M-r0-HWJobActions'[Week] <= CurrentWeek
+			                )
+			            ),
+			            0 // Value if denominator is zero
+			        ),
+			        REMOVEFILTERS('M-r0-HWJobActions'[Week]), // Clear week filter for inner calculation
+			        REMOVEFILTERS('M-r0-HWJobActions'[jobDurationHours]), // Clear jobDurationHours filter
+			        REMOVEFILTERS('M-r0-HWJobActions'[timeGenerated]) // Clear timeGenerated filter
+			    )
+		lineageTag: 30a3b6d7-5f62-417b-9350-38314258e8c2
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column jobId
+		dataType: string
+		lineageTag: c42e97fb-0646-430b-99ad-9e68720bb71c
+		summarizeBy: none
+		sourceColumn: jobId
+
+		annotation SummarizationSetBy = Automatic
+
+	column timeGenerated
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: efdebde9-56b1-416b-8603-24bcbd557c23
+		summarizeBy: none
+		sourceColumn: timeGenerated
+
+		variation Variation
+			isDefault
+			relationship: 50a3ae48-03a1-4735-8110-0edc449e608d
+			defaultHierarchy: LocalDateTable_56c1702b-3756-4027-8c84-c606008d1ab0.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobName
+		dataType: string
+		lineageTag: c87a263b-06f5-407e-b3be-e51527138ffd
+		summarizeBy: none
+		sourceColumn: jobName
+
+		annotation SummarizationSetBy = Automatic
+
+	column virtualCluster
+		dataType: string
+		lineageTag: 0429ca12-f64e-45b9-aa81-8b5550346189
+		summarizeBy: none
+		sourceColumn: virtualCluster
+
+		annotation SummarizationSetBy = Automatic
+
+	column totalGpuCount
+		dataType: int64
+		formatString: 0
+		lineageTag: 2cb3b103-dfc1-4c96-bdac-f9f94c15f341
+		summarizeBy: none
+		sourceColumn: totalGpuCount
+
+		annotation SummarizationSetBy = Automatic
+
+	column jobDurationHours
+		dataType: double
+		lineageTag: bb6d5629-e1d9-4d28-9e32-f9965935fe59
+		summarizeBy: sum
+		sourceColumn: jobDurationHours
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column submissionTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 0ca4dfd3-5eaf-47df-aa38-1ec6e22670d4
+		summarizeBy: none
+		sourceColumn: submissionTime
+
+		variation Variation
+			isDefault
+			relationship: 30965413-2dd6-44d2-9033-3ce3e4bd90d0
+			defaultHierarchy: LocalDateTable_077a5672-db92-4532-a69d-ca6b348e2b80.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column launchTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 99829453-ed2d-42f9-8a24-d1562e67f019
+		summarizeBy: none
+		sourceColumn: launchTime
+
+		variation Variation
+			isDefault
+			relationship: 35b172ea-e583-482b-a913-447b29452192
+			defaultHierarchy: LocalDateTable_7ee6f4c4-0e57-4409-a3fe-8cce142b4ee5.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column completionTime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 2a78146f-d84b-40d2-a44c-ec78281c4318
+		summarizeBy: none
+		sourceColumn: completionTime
+
+		variation Variation
+			isDefault
+			relationship: cb2664b9-d91a-49d1-80a9-cc2261a559a9
+			defaultHierarchy: LocalDateTable_c1f515d7-006a-40bd-930d-3c83df748125.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column createdDatetime
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 084786e0-364a-467d-900b-fd23bedc39b2
+		summarizeBy: none
+		sourceColumn: createdDatetime
+
+		variation Variation
+			isDefault
+			relationship: ba81a630-9c60-4341-b950-a943b0ced26f
+			defaultHierarchy: LocalDateTable_9c1c2e57-e40b-48f2-b88f-e05e38f42b1c.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column idleGpuPercentage
+		dataType: double
+		lineageTag: 366702bf-d973-42f9-a6b8-47e4ac4a4adb
+		summarizeBy: sum
+		sourceColumn: idleGpuPercentage
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column assignedGpuUtilization
+		dataType: double
+		lineageTag: 2d22d2ef-aae0-4f1f-a840-9c6b5970154a
+		summarizeBy: sum
+		sourceColumn: assignedGpuUtilization
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column effectiveGpuUtilization
+		dataType: double
+		lineageTag: 508107c3-787c-48fb-aaea-ced14c798a0d
+		summarizeBy: sum
+		sourceColumn: effectiveGpuUtilization
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column exitCategory
+		dataType: string
+		lineageTag: 48edde8c-ac77-4307-87bd-669545ae0445
+		summarizeBy: none
+		sourceColumn: exitCategory
+
+		annotation SummarizationSetBy = Automatic
+
+	column Endpoint
+		dataType: string
+		lineageTag: 3592b1ed-ab69-45a9-952f-5cf65b6c0c0f
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: 66c24a30-a525-44db-aecd-4cd94b1eabc7
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = User
+
+	partition M-r0-HWJobActions = m
+		mode: import
+		queryGroup: Job
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "let JobActions = cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/').database('production').table('JobSummary')#(lf)| summarize arg_max(timeGenerated, *) by jobId#(lf)| where exitCategory in (""Hardware Failure"")#(lf)| project-away userName, jobState, retryCount, attemptId, retryDetails, jobPriority, totalGpuHours, idleGpuHours, effectiveGpuHours, exitReason, jobHash#(lf)| extend Week = weekofyear(startofweek(launchTime - 1d, 0)) // Monday as the start of the week#(lf)| sort by launchTime asc;#(lf)JobActions", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/M-t0-MTBFbyNode.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/M-t0-MTBFbyNode.tmdl
new file mode 100644
index 00000000..786423bb
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/M-t0-MTBFbyNode.tmdl
@@ -0,0 +1,139 @@
+table M-t0-MTBFbyNode
+	lineageTag: ba47e3ca-3d41-4895-855f-82fa88e7a4b3
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: b31a2c06-1073-462e-8d07-985dafaf3006
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = User
+
+	column Endpoint
+		dataType: string
+		lineageTag: 940c6ef8-e16f-4490-9164-7b8088ab7143
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column ClusterName
+		dataType: string
+		lineageTag: 0f159129-e848-4fe6-8146-79f64cbc9d2f
+		summarizeBy: none
+		sourceColumn: ClusterName
+
+		annotation SummarizationSetBy = Automatic
+
+	column MTBFSpan
+		dataType: double
+		lineageTag: bab731f5-1b9b-48dd-b654-1411ea2147d1
+		summarizeBy: none
+		sourceColumn: MTBFSpan
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column MTBFDays
+		dataType: double
+		lineageTag: ec3b2931-ccfa-4df6-a4f7-9ad19697aa27
+		summarizeBy: none
+		sourceColumn: MTBFDays
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column MTBFHours
+		dataType: double
+		lineageTag: 11ec0f36-7945-4c93-8eb2-ec4798e7d7d1
+		summarizeBy: none
+		sourceColumn: MTBFHours
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column SampleCounts
+		dataType: int64
+		formatString: 0
+		lineageTag: 337ab8b5-41be-4e2d-8f3b-3033880387eb
+		summarizeBy: sum
+		sourceColumn: SampleCounts
+
+		annotation SummarizationSetBy = Automatic
+
+	column _debugTotalAvailableDays
+		dataType: double
+		lineageTag: d5a1607e-8f3f-4108-a99d-113179765914
+		summarizeBy: none
+		sourceColumn: _debugTotalAvailableDays
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column CumulativeTotalAvaiDays
+		dataType: double
+		lineageTag: 58037ed2-776a-4884-a14a-0bd8a2986235
+		summarizeBy: none
+		sourceColumn: CumulativeTotalAvaiDays
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column CumulativeTotalAvaiHours
+		dataType: double
+		lineageTag: 8f3577d9-abf3-40de-9348-24e8edff2125
+		summarizeBy: none
+		sourceColumn: CumulativeTotalAvaiHours
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column CumulativeSampleCount
+		dataType: int64
+		formatString: 0
+		lineageTag: 62ee9ece-b48b-4066-9246-5b06d307e6df
+		summarizeBy: none
+		sourceColumn: CumulativeSampleCount
+
+		annotation SummarizationSetBy = User
+
+	column CumulativeMTBFDays
+		dataType: double
+		lineageTag: a80bd8b7-bc20-4677-9f34-fcd515ddab82
+		summarizeBy: none
+		sourceColumn: CumulativeMTBFDays
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column CumulativeMTBFHours
+		dataType: double
+		lineageTag: 700101d3-45d7-4822-a8bb-91b9977ab807
+		summarizeBy: none
+		sourceColumn: CumulativeMTBFHours
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	partition M-t0-MTBFbyNode = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "// preserve the actions to filter, no reference#(lf)let States = datatable (State:string)#(lf)[#(lf)    ""new-validating"", ""validating-available"", ""available-cordoned"", ""cordoned-triaged_hardware""#(lf)];#(lf)// step 1, filter the actions related to Hardware failure, assign an action seq, join to extend the Endpoint and ClusterName column#(lf)let AllRelevantActions = cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/').database('production').table('NodeActionRecord')#(lf)| where Action in (""new-validating"", ""validating-available"", ""available-cordoned"", ""cordoned-triaged_hardware"") // Filter for relevant actions to optimize performance#(lf)| extend ActionSeq = case(#(lf)    Action == ""new-validating"", ""S00"",#(lf)    Action == ""validating-available"", ""S01"",#(lf)    Action == ""available-cordoned"", ""S02"",#(lf)    Action == ""cordoned-triaged_hardware"", ""S03"",#(lf)    ""S99""#(lf))#(lf)| join kind=leftouter #(lf)    (VMInfo #(lf)    | distinct HostName, VMSS)#(lf)on HostName#(lf)    | extend VMSS_clean = trim("" "", tolower(VMSS))#(lf)    | join kind=leftouter(#(lf)        ClusterVMSSInfo#(lf)        | extend VMSS_clean = trim("" "", tolower(VMSSName))#(lf)    ) on VMSS_clean#(lf)| project-away Reason, Detail, Category#(lf)| project HostName, Timestamp, Action, ActionSeq, Endpoint, ClusterName#(lf)| sort by HostName asc, Timestamp asc, ActionSeq asc; // Sort by HostName and Timestamp for correct sequence matching; Sort by ActionSeq is necessary as some actions could be registered to the same timestamp#(lf)// step 2, create a action flow pattern#(lf)let TransactionTable = AllRelevantActions#(lf)| sort by HostName asc, Timestamp asc, ActionSeq asc#(lf)| serialize#(lf)| extend preAction = prev(Action, 1)#(lf)| extend nextAction = next(Action, 1)#(lf)| extend preHostName = prev(HostName, 1)#(lf)| extend nextHostName = next(HostName, 1)#(lf)| extend isBackVA = iff(Action == ""validating-available"" and (HostName == preHostName and (preAction == ""new-validating"" or preAction == ""cordoned-triaged_hardware"")), 1, 0)#(lf)| extend isNewAC = iff(Action == ""available-cordoned"" and (HostName == nextHostName and nextAction == ""cordoned-triaged_hardware""), 1, 0)#(lf)| extend isNewCTH = iff(Action == ""cordoned-triaged_hardware"" and (HostName == preHostName and preAction == ""available-cordoned""), 1, 0);#(lf)// step 3, filter out the actions using above pattern#(lf)let FocusedTransaction = TransactionTable#(lf)| where isNewAC == 1 or isNewCTH == 1 or isBackVA == 1; // keep only entries with state transactions we desire#(lf)// step 4, calculate duration between failures for the same hostname#(lf)let FaiureDuration = FocusedTransaction#(lf)| serialize // This operator is required to use row-level functions like 'next()'#(lf)| extend#(lf)    LastAction = prev(Action, 1), // Get the action of the next record#(lf)    LastTimestamp = prev(Timestamp, 1), // Get the timestamp of the next record#(lf)    LastHostName = prev(HostName, 1) // Get the HostName of the next record#(lf)| where#(lf)    Action == ""available-cordoned"" // The current action must be 'available-cordoned'#(lf)    and LastAction == ""validating-available"" // The next action must be 'cordoned-triaged_hardware'#(lf)    and HostName == LastHostName // Both actions must belong to the same HostName#(lf)| project#(lf)    HostName,#(lf)    Endpoint,#(lf)    ClusterName,#(lf)    AvailableCordonedTimestamp = Timestamp, // Rename for clarity#(lf)    ValidatingAvailableTimestamp = LastTimestamp // Rename for clarity#(lf)| extend DurationBetweenFailureSpan = AvailableCordonedTimestamp - ValidatingAvailableTimestamp#(lf)| order by HostName asc, AvailableCordonedTimestamp asc // Order the final results for better readability#(lf)| extend Week = weekofyear(startofweek(AvailableCordonedTimestamp - 1d, 0)) // Monday as the start of the week#(lf)| extend DurationBetweenFailureDay = toreal(DurationBetweenFailureSpan) / 36000000000 /24#(lf)| extend DurationBetweenFailureHour = toreal(DurationBetweenFailureSpan) / 36000000000;#(lf)// step 5, average aggregate#(lf)let Res = FaiureDuration#(lf)| order by Week asc#(lf)| summarize #(lf)    MTBFSpan = avg(DurationBetweenFailureSpan),#(lf)    MTBFDays = avg(DurationBetweenFailureDay),#(lf)    MTBFHours = avg(DurationBetweenFailureHour),#(lf)    _debugTotalAvailableDays = sum(DurationBetweenFailureDay),#(lf)    SampleCounts = count()#(lf)by Week, Endpoint, ClusterName#(lf)| order by Endpoint asc, ClusterName asc, Week asc;#(lf)let CumulativeRes = Res#(lf)| extend CumulativeTotalAvaiDays = row_cumsum(SampleCounts * MTBFDays, Endpoint != prev(Endpoint) or ClusterName != prev(ClusterName))#(lf)| extend CumulativeTotalAvaiHours = row_cumsum(SampleCounts * MTBFHours, Endpoint != prev(Endpoint) or ClusterName != prev(ClusterName))#(lf)| extend CumulativeSampleCount = row_cumsum(SampleCounts, Endpoint != prev(Endpoint) or ClusterName != prev(ClusterName))#(lf)| extend CumulativeMTBFDays = iff(CumulativeSampleCount > 0, todouble(CumulativeTotalAvaiDays) / CumulativeSampleCount, 0.0)#(lf)| extend CumulativeMTBFHours = iff(CumulativeSampleCount > 0, todouble(CumulativeTotalAvaiHours) / CumulativeSampleCount, 0.0);#(lf)CumulativeRes#(lf)", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/NR-t0-ORFNodeRecycleTime.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/NR-t0-ORFNodeRecycleTime.tmdl
new file mode 100644
index 00000000..00b159cc
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/NR-t0-ORFNodeRecycleTime.tmdl
@@ -0,0 +1,162 @@
+table NR-t0-ORFNodeRecycleTime
+	lineageTag: 05cf2cb7-9830-428d-996c-79d26aee49b0
+
+	measure 'OFR Recycle Last' = ```
+			
+			VAR LastWeek = [MaxWeek2]
+			VAR FilteredTableForLatWeek =
+			    FILTER(
+			        'NR-t0-ORFNodeRecycleTime',
+			        'NR-t0-ORFNodeRecycleTime'[Week] = LastWeek
+			    )
+			VAR Result = 
+			    AVERAGEX(
+			        FilteredTableForLatWeek,
+			        'NR-t0-ORFNodeRecycleTime'[Node Recycle Time (Hour)]
+			    )
+			RETURN COALESCE(Result, 0)
+			```
+		lineageTag: 194241de-5e38-4a0d-ae20-e9d665046a17
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'OFR Recycle Previous' = ```
+			
+			VAR PreviousWeek = [MaxWeek2]-1
+			VAR FilteredTableForLatWeek =
+			    FILTER(
+			        'NR-t0-ORFNodeRecycleTime',
+			        'NR-t0-ORFNodeRecycleTime'[Week] = PreviousWeek
+			    )
+			VAR Result = 
+			    AVERAGEX(
+			        FilteredTableForLatWeek,
+			        'NR-t0-ORFNodeRecycleTime'[Node Recycle Time (Hour)]
+			    )
+			RETURN COALESCE(Result, 0)
+			```
+		lineageTag: 0663ecab-c916-4ab1-98fd-115d57463e57
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'OFR Recycle Change' =
+			
+			IF(
+			    [OFR Recycle Previous] > [OFR Recycle Last],
+			    "decreased",
+			    IF(
+			        [OFR Recycle Previous] < [OFR Recycle Last],
+			        "increased",
+			        "unchanged"
+			    )
+			)
+		lineageTag: e9355fd0-df26-45d6-9b3f-c0f45c972ff3
+
+	column 'UA Cycle'
+		dataType: double
+		lineageTag: 6df0897a-7d99-4b93-b337-e3cd61cb1b93
+		summarizeBy: none
+		sourceColumn: UA Cycle
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column 'Issue Deteted to UA'
+		dataType: double
+		lineageTag: d3f3bc38-d178-4b96-876a-18fc4b84c6b4
+		summarizeBy: none
+		sourceColumn: Issue Deteted to UA
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column 'Wait for Allocation'
+		dataType: double
+		lineageTag: cd409c82-8ff2-4321-9294-cda11f2ef630
+		summarizeBy: none
+		sourceColumn: Wait for Allocation
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column 'Node Return Processing'
+		dataType: double
+		lineageTag: 9c5cb266-fbbe-4339-bc26-d22e4590b60f
+		summarizeBy: none
+		sourceColumn: Node Return Processing
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column 'Node Count'
+		dataType: int64
+		formatString: 0
+		lineageTag: 31dcad95-ed60-40af-869e-2eb933a08f96
+		summarizeBy: none
+		sourceColumn: Node Count
+
+		annotation SummarizationSetBy = User
+
+	column 'Node Recycle Time (Hour)'
+		dataType: double
+		lineageTag: 6cdc22dd-541d-4573-afa1-373b716cd5b0
+		summarizeBy: none
+		sourceColumn: Node Recycle Time (Hour)
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column 'UA Count in Single Recycle'
+		dataType: double
+		lineageTag: 408936fb-1127-4077-be1d-665a5166bcae
+		summarizeBy: none
+		sourceColumn: UA Count in Single Recycle
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: 462d1e93-ab1c-4a32-921c-3dbaac23fdfd
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column ClusterName
+		dataType: string
+		lineageTag: 2c044a46-f7a2-4bd6-b376-ab92130bf80f
+		summarizeBy: none
+		sourceColumn: ClusterName
+
+		annotation SummarizationSetBy = Automatic
+
+	column Endpoint
+		dataType: string
+		lineageTag: 136847cf-cc14-4962-9263-a01214255eaa
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	partition NR-t0-ORFNodeRecycleTime = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "//UA_Time: Issue Detected to UA#(lf)//Allocation_Time: Wait for Allocation#(lf)//Validation_Time: Node Return Processing#(lf)//UA_cycle_Time: UA cycle#(lf)//Node Recyle time: sum of UA_cycle_Time for same big_group_id#(lf)//UA times in Single Recycle:  Node Recyle time/UA_cycle_Time#(lf)let start_actions = dynamic([""cordoned"", ""new""]);#(lf)let ua = ""ua"";#(lf)let ua_dealloc = ""deallocated_ua"";#(lf)let ua_alloc = ""allocated_ua"";#(lf)let end_actions = dynamic([""available"", ""deallocated_capacity""]);#(lf)let data_with_flags = cluster('luciatrainingplatform.westcentralus.kusto.windows.net').database('production').NodeStatusRecord#(lf)| distinct Timestamp, HostName, Status, Endpoint#(lf)| join kind=leftouter #(lf)    (VMInfo #(lf)    | distinct HostName, VMSS)#(lf)on HostName#(lf)    | extend VMSS_clean = trim("" "", tolower(VMSS))#(lf)    | join kind=leftouter(#(lf)        ClusterVMSSInfo#(lf)        | extend VMSS_clean = trim("" "", tolower(VMSSName))#(lf)    ) on VMSS_clean#(lf)| extend Timestamp = todatetime(['Timestamp'])#(lf)| where isnotempty(HostName) and isnotempty(Status)#(lf)| sort by HostName  asc, Timestamp  asc, Status asc#(lf)| serialize#(lf)| extend#(lf)    is_start = iif(Status in (start_actions), 1, 0),#(lf)    is_end = iif(Status in (end_actions), 1, 0),#(lf)    is_ua = iif(Status == ua, 1, 0),#(lf)    is_ua_dealloc = iif(Status == ua_dealloc, 1, 0),#(lf)    is_ua_alloc = iif(Status == ua_alloc, 1, 0)#(lf)| extend is_big_start = iff(Status in (start_actions) and prev(Status) in (end_actions), 1 ,0)#(lf)| extend big_group_id = row_cumsum(is_big_start)#(lf)| extend group_key = strcat(HostName, ""_"", tostring(big_group_id))#(lf)| serialize#(lf)| extend sub_group_id = row_cumsum(is_start, group_key != prev(group_key))#(lf)| project-away HostName1;#(lf)let duplicated_rows =#(lf)    data_with_flags#(lf)    | where is_start == 1 and sub_group_id >1#(lf)    | extend sub_group_id = sub_group_id - 1;#(lf)let final_data =#(lf)    data_with_flags#(lf)    | union duplicated_rows#(lf)    | sort by HostName, Timestamp, sub_group_id;#(lf)let summary_final_data =#(lf)final_data#(lf)| summarize#(lf)    StartTime = minif(Timestamp, is_start == 1),#(lf)    UAedTime = minif(Timestamp, is_ua == 1),#(lf)    UADeallocTime = minif(Timestamp, is_ua_dealloc == 1),#(lf)    UAAllocTime = minif(Timestamp, is_ua_alloc == 1),#(lf)    EndTime = max(Timestamp)#(lf)  by HostName, big_group_id, sub_group_id, Endpoint, ClusterName#(lf)| where isnotnull(StartTime) and isnotnull(UADeallocTime)#(lf)| extend#(lf)    UA_Time = todouble(UADeallocTime - StartTime)/todouble(1h),#(lf)    Allocation_Time = todouble(UAAllocTime - UADeallocTime)/todouble(1h),#(lf)    Validation_Time = todouble(EndTime - UAAllocTime)/todouble(1h),#(lf)    UA_cycle_Time = todouble(EndTime - StartTime)/todouble(1h)#(lf)| sort by StartTime#(lf)| extend NodeRecycleEventID = strcat(HostName, '_', big_group_id)#(lf)| project-away UADeallocTime, UAAllocTime;#(lf)let node_recycle_event =#(lf)summary_final_data#(lf)| summarize#(lf)    EventStartTime = min(StartTime),#(lf)    EventEndTime = max(EndTime),#(lf)    EventUACycleTime = sum(UA_cycle_Time),#(lf)    CountUAAction = countif(isnotnull(UA_cycle_Time))#(lf)by NodeRecycleEventID#(lf)| extend Week = weekofyear(startofweek(EventStartTime - 1d, 0));// Monday as the start of the week#(lf)let new_summary_final_data_env =#(lf)summary_final_data#(lf)| join kind=leftouter (#(lf)    node_recycle_event#(lf)) on NodeRecycleEventID;#(lf)let aggregated_weekly_env_1 =#(lf)new_summary_final_data_env#(lf)| summarize#(lf)    UACycleTime_weekly = avg(UA_cycle_Time),#(lf)    UATime_weekly = avg(UA_Time),#(lf)    AllocationTime_weekly = avg(Allocation_Time),#(lf)    ValidationTime_weekly = avg(Validation_Time)#(lf)by Week, ClusterName, Endpoint;#(lf)let aggregated_weekly_env_2 =#(lf)new_summary_final_data_env#(lf)| summarize take_any(EventUACycleTime), take_any(CountUAAction) by NodeRecycleEventID, Week, ClusterName, Endpoint#(lf)| summarize#(lf)    NodeCount = dcount(NodeRecycleEventID), // correct#(lf)    NodeRecycleTime_weekly = avg(EventUACycleTime),#(lf)    UATimeinSingleRecycel_weekly = avg(CountUAAction)#(lf)by Week, ClusterName, Endpoint;#(lf)aggregated_weekly_env_1#(lf)| join kind=inner aggregated_weekly_env_2 on Week, ClusterName, Endpoint#(lf)| project-away Week1, Endpoint1, ClusterName1#(lf)| order by Week asc", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null]),
+				    #"Renamed Columns" = Table.RenameColumns(Source,{{"NodeCount", "Node Count"}, {"NodeRecycleTime_weekly", "Node Recycle Time (Hour)"}, {"UATimeinSingleRecycel_weekly", "UA Count in Single Recycle"}, {"UACycleTime_weekly", "UA Cycle"}, {"UATime_weekly", "Issue Deteted to UA"}, {"AllocationTime_weekly", "Wait for Allocation"}, {"ValidationTime_weekly", "Node Return Processing"}})
+				in
+				    #"Renamed Columns"
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/NR-t1-CordonNodeRecycleTime.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/NR-t1-CordonNodeRecycleTime.tmdl
new file mode 100644
index 00000000..e92f5d39
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/NR-t1-CordonNodeRecycleTime.tmdl
@@ -0,0 +1,111 @@
+table NR-t1-CordonNodeRecycleTime
+	lineageTag: 0df05b71-8de7-48a0-9a68-aa2ad7ec35fd
+
+	measure 'Cordon Recycle Last' =
+			
+			VAR LastWeek = [MaxWeek2]
+			VAR FilteredTableForLatWeek =
+			    FILTER(
+			        'NR-t1-CordonNodeRecycleTime',
+			        'NR-t1-CordonNodeRecycleTime'[Week] = LastWeek
+			    )
+			VAR Result =
+			    AVERAGEX(
+			        FilteredTableForLatWeek,
+			        'NR-t1-CordonNodeRecycleTime'[Node Recycle Time (Hour)]
+			    )
+			RETURN COALESCE(Result, 0)
+		lineageTag: 31a8f54f-f526-4bb4-b439-08834a7ab10d
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'Cordon Recycle Previous' = ```
+			
+			VAR PreviousWeek = [MaxWeek2]-1
+			VAR FilteredTableForLatWeek =
+			    FILTER(
+			        'NR-t1-CordonNodeRecycleTime',
+			        'NR-t1-CordonNodeRecycleTime'[Week] = PreviousWeek
+			    )
+			VAR Result = 
+			    AVERAGEX(
+			        FilteredTableForLatWeek,
+			        'NR-t1-CordonNodeRecycleTime'[Node Recycle Time (Hour)]
+			    )
+			RETURN COALESCE(Result, 0)
+			```
+		lineageTag: 0be577ec-24e3-4ad3-a132-ded3604f8483
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure 'Cordon Recycle Change' =
+			
+			IF(
+			    [Cordon Recycle Previous] > [Cordon Recycle Last],
+			    "decreased",
+			    IF(
+			        [Cordon Recycle Previous] < [Cordon Recycle Last],
+			        "increased",
+			        "unchanged"
+			    )
+			)
+		lineageTag: b4c88911-d487-4cdb-98f4-44a33dd52df4
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: 79692e6c-b4eb-4ab1-956c-a5edb5a6032f
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'Node Recycle Time (Hour)'
+		dataType: double
+		lineageTag: 73a890c6-b5b6-4689-b947-6d512d8be124
+		summarizeBy: none
+		sourceColumn: Node Recycle Time (Hour)
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column 'Node Count'
+		dataType: int64
+		formatString: 0
+		lineageTag: d75fc0a6-4ac7-4b70-ad4c-85d29865d0bd
+		summarizeBy: none
+		sourceColumn: Node Count
+
+		annotation SummarizationSetBy = User
+
+	column Endpoint
+		dataType: string
+		lineageTag: fe68b005-48b6-4f67-a4a4-a894f982317c
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column ClusterName
+		dataType: string
+		lineageTag: 82a4cfe6-17f0-4d79-a309-ee94fa7c48af
+		summarizeBy: none
+		sourceColumn: ClusterName
+
+		annotation SummarizationSetBy = Automatic
+
+	partition NR-t1-CordonNodeRecycleTime = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "let start_actions = dynamic([""cordoned"", ""new""]);#(lf)let ua = ""ua"";#(lf)let ua_dealloc = ""deallocated_ua"";#(lf)let ua_alloc = ""allocated_ua"";#(lf)let end_actions = dynamic([""available"", ""deallocated_capacity""]);#(lf)let data_with_flags = cluster('luciatrainingplatform.westcentralus.kusto.windows.net').database('production').NodeStatusRecord#(lf)| distinct Timestamp, HostName, Status, Endpoint#(lf)| join kind=leftouter #(lf)    (VMInfo #(lf)    | distinct HostName, VMSS)#(lf)on HostName#(lf)    | extend VMSS_clean = trim("" "", tolower(VMSS))#(lf)    | join kind=leftouter(#(lf)        ClusterVMSSInfo#(lf)        | extend VMSS_clean = trim("" "", tolower(VMSSName))#(lf)    ) on VMSS_clean#(lf)| extend Timestamp = todatetime(['Timestamp'])#(lf)| where isnotempty(HostName) and isnotempty(Status)#(lf)| sort by HostName  asc, Timestamp  asc, Status asc#(lf)| serialize#(lf)| extend#(lf)    is_start = iif(Status in (start_actions), 1, 0),#(lf)    is_end = iif(Status in (end_actions), 1, 0),#(lf)    is_ua = iif(Status == ua, 1, 0)#(lf)| extend is_big_start = iff(Status in (start_actions) and prev(Status) in (end_actions), 1 ,0)#(lf)| extend big_group_id = row_cumsum(is_big_start)#(lf)| extend group_key = strcat(HostName, ""_"", tostring(big_group_id))#(lf)| serialize#(lf)| extend sub_group_id = row_cumsum(is_start, group_key != prev(group_key))#(lf)| project-away HostName1;#(lf)let duplicated_rows =#(lf)    data_with_flags#(lf)    | where is_start == 1 and sub_group_id >1#(lf)    | extend sub_group_id = sub_group_id - 1;#(lf)let final_data =#(lf)    data_with_flags#(lf)    | union duplicated_rows#(lf)    | sort by HostName, Timestamp, sub_group_id;#(lf)let sum_final_data =#(lf)    final_data#(lf)    | summarize#(lf)        StartTime = minif(Timestamp, is_start == 1),#(lf)        EndTime = max(Timestamp),#(lf)        UAedTime = minif(Timestamp, is_ua == 1)#(lf)    by HostName, big_group_id, sub_group_id, Endpoint, ClusterName#(lf)    | where isnotnull(StartTime) and isnotnull(EndTime)  and isnull(UAedTime)#(lf)    | extend#(lf)        Node_Recycle_Time = todouble(EndTime - StartTime)/todouble(1h)#(lf)    | sort by StartTime#(lf)    | extend WeekNumber = weekofyear(startofweek(StartTime - 1d, 0)); // Monday as the start of the week#(lf)let grouped_by_week =#(lf)sum_final_data#(lf)| summarize#(lf)    sum_Node_Recycle_Time = avg(Node_Recycle_Time),#(lf)    sum_Node = countif(isnotnull(Node_Recycle_Time))#(lf)  by WeekNumber, Endpoint, ClusterName#(lf)| sort by WeekNumber asc;#(lf)grouped_by_week", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null]),
+				    #"Renamed Columns" = Table.RenameColumns(Source,{{"WeekNumber", "Week"}, {"sum_Node_Recycle_Time", "Node Recycle Time (Hour)"}, {"sum_Node", "Node Count"}})
+				in
+				    #"Renamed Columns"
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnEmpty.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnEmpty.tmdl
new file mode 100644
index 00000000..f7e824cf
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnEmpty.tmdl
@@ -0,0 +1,37 @@
+table R-r0-ColumnEmpty
+	lineageTag: 60a92b88-bad2-4ee9-849c-a59a645e5112
+
+	column 'Reasons in Category: Uncategorized'
+		dataType: string
+		lineageTag: be154255-d83d-4724-bc4c-f97a1ec3259d
+		summarizeBy: none
+		sourceColumn: Reasons in Category: Uncategorized
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-r0-ColumnEmpty = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #table(type table [ColumnName = text], {}),
+				    TableSchema = Table.Schema( #"R-r0-na" ),
+				    ColumnNames = Table.SelectColumns(TableSchema, {"Name"}),
+				    FilteredHardwareColumns = Table.SelectRows(ColumnNames, each Text.StartsWith([Name], "-")),
+				    ListofHardwareColumns = FilteredHardwareColumns[Name], // This is currently a list of text values
+				
+				    // Step 1: Remove 'Hardware-' prefix from each item in the list
+				    RenamedColumnsStep1 = List.Transform(ListofHardwareColumns, each Text.Replace(_, "-", "")), // Corrected: using '_' instead of '$'
+				
+				    // Step 2: Replace "" (empty string) with "UnknownReason"
+				    RenamedColumnsStep2 = List.Transform(RenamedColumnsStep1, each if Text.Length(_) = 0 then "Unknown Reason" else _), // Corrected: using '_'
+				
+				    // Convert the list back to a table (optional, but good for Power BI loading)
+				    FinalTable = Table.FromList(RenamedColumnsStep2, Splitter.SplitByNothing(), {"Reasons in Category: Uncategorized"}, null, ExtraValues.Error)
+				in
+				    FinalTable
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnHardware.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnHardware.tmdl
new file mode 100644
index 00000000..f2effba1
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnHardware.tmdl
@@ -0,0 +1,37 @@
+table R-r0-ColumnHardware
+	lineageTag: a12f1e3d-aefe-40e0-beae-c78ba6376702
+
+	column 'Reasons in Category: Hardware'
+		dataType: string
+		lineageTag: 87765ec8-9a27-4f8b-b9fa-9811e8cd4833
+		summarizeBy: none
+		sourceColumn: Reasons in Category: Hardware
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-r0-ColumnHardware = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #table(type table [ColumnName = text], {}),
+				    TableSchema = Table.Schema( #"R-r0-na" ),
+				    ColumnNames = Table.SelectColumns(TableSchema, {"Name"}),
+				    FilteredHardwareColumns = Table.SelectRows(ColumnNames, each Text.StartsWith([Name], "hardware")),
+				    ListofHardwareColumns = FilteredHardwareColumns[Name], // This is currently a list of text values
+				
+				    // Step 1: Remove 'Hardware-' prefix from each item in the list
+				    RenamedColumnsStep1 = List.Transform(ListofHardwareColumns, each Text.Replace(_, "hardware-", "")), // Corrected: using '_' instead of '$'
+				
+				    // Step 2: Replace "" (empty string) with "UnknownReason"
+				    RenamedColumnsStep2 = List.Transform(RenamedColumnsStep1, each if Text.Length(_) = 0 then "Unknown Reason" else _), // Corrected: using '_'
+				
+				    // Convert the list back to a table (optional, but good for Power BI loading)
+				    FinalTable = Table.FromList(RenamedColumnsStep2, Splitter.SplitByNothing(), {"Reasons in Category: Hardware"}, null, ExtraValues.Error)
+				in
+				    FinalTable
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnPlatform.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnPlatform.tmdl
new file mode 100644
index 00000000..8e39040c
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnPlatform.tmdl
@@ -0,0 +1,37 @@
+table R-r0-ColumnPlatform
+	lineageTag: 873a5889-a936-4ea6-b5ee-919b969d47a7
+
+	column 'Reasons in Category: Platform'
+		dataType: string
+		lineageTag: 684d1a6a-1a59-42ae-9ef1-962e859ec433
+		summarizeBy: none
+		sourceColumn: Reasons in Category: Platform
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-r0-ColumnPlatform = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #table(type table [ColumnName = text], {}),
+				    TableSchema = Table.Schema( #"R-r0-na" ),
+				    ColumnNames = Table.SelectColumns(TableSchema, {"Name"}),
+				    FilteredHardwareColumns = Table.SelectRows(ColumnNames, each Text.StartsWith([Name], "platform")),
+				    ListofHardwareColumns = FilteredHardwareColumns[Name], // This is currently a list of text values
+				
+				    // Step 1: Remove 'Hardware-' prefix from each item in the list
+				    RenamedColumnsStep1 = List.Transform(ListofHardwareColumns, each Text.Replace(_, "platform-", "")), // Corrected: using '_' instead of '$'
+				
+				    // Step 2: Replace "" (empty string) with "UnknownReason"
+				    RenamedColumnsStep2 = List.Transform(RenamedColumnsStep1, each if Text.Length(_) = 0 then "Unknown Reason" else _), // Corrected: using '_'
+				
+				    // Convert the list back to a table (optional, but good for Power BI loading)
+				    FinalTable = Table.FromList(RenamedColumnsStep2, Splitter.SplitByNothing(), {"Reasons in Category: Platform"}, null, ExtraValues.Error)
+				in
+				    FinalTable
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnUnknown.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnUnknown.tmdl
new file mode 100644
index 00000000..98476eac
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnUnknown.tmdl
@@ -0,0 +1,37 @@
+table R-r0-ColumnUnknown
+	lineageTag: c345e766-500c-4171-8934-d4618261243b
+
+	column 'Reasons in Category: Unknown'
+		dataType: string
+		lineageTag: 0b67e277-b29c-4b2f-9b52-7988556159f7
+		summarizeBy: none
+		sourceColumn: Reasons in Category: Unknown
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-r0-ColumnUnknown = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #table(type table [ColumnName = text], {}),
+				    TableSchema = Table.Schema( #"R-r0-na" ),
+				    ColumnNames = Table.SelectColumns(TableSchema, {"Name"}),
+				    FilteredHardwareColumns = Table.SelectRows(ColumnNames, each Text.StartsWith([Name], "unknown")),
+				    ListofHardwareColumns = FilteredHardwareColumns[Name], // This is currently a list of text values
+				
+				    // Step 1: Remove 'Hardware-' prefix from each item in the list
+				    RenamedColumnsStep1 = List.Transform(ListofHardwareColumns, each Text.Replace(_, "unknown-", "")), // Corrected: using '_' instead of '$'
+				
+				    // Step 2: Replace "" (empty string) with "UnknownReason"
+				    RenamedColumnsStep2 = List.Transform(RenamedColumnsStep1, each if Text.Length(_) = 0 then "Unknown Reason" else _), // Corrected: using '_'
+				
+				    // Convert the list back to a table (optional, but good for Power BI loading)
+				    FinalTable = Table.FromList(RenamedColumnsStep2, Splitter.SplitByNothing(), {"Reasons in Category: Unknown"}, null, ExtraValues.Error)
+				in
+				    FinalTable
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnUser.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnUser.tmdl
new file mode 100644
index 00000000..10b9e415
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-ColumnUser.tmdl
@@ -0,0 +1,37 @@
+table R-r0-ColumnUser
+	lineageTag: c3314dca-aa8d-4b5b-8b47-ee41da3dfc1d
+
+	column 'Reasons in Category: User'
+		dataType: string
+		lineageTag: 8cc05ad6-06f0-4ea2-88c5-9d4508809be2
+		summarizeBy: none
+		sourceColumn: Reasons in Category: User
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-r0-ColumnUser = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #table(type table [ColumnName = text], {}),
+				    TableSchema = Table.Schema( #"R-r0-na" ),
+				    ColumnNames = Table.SelectColumns(TableSchema, {"Name"}),
+				    FilteredHardwareColumns = Table.SelectRows(ColumnNames, each Text.StartsWith([Name], "user")),
+				    ListofHardwareColumns = FilteredHardwareColumns[Name], // This is currently a list of text values
+				
+				    // Step 1: Remove 'Hardware-' prefix from each item in the list
+				    RenamedColumnsStep1 = List.Transform(ListofHardwareColumns, each Text.Replace(_, "user-", "")), // Corrected: using '_' instead of '$'
+				
+				    // Step 2: Replace "" (empty string) with "UnknownReason"
+				    RenamedColumnsStep2 = List.Transform(RenamedColumnsStep1, each if Text.Length(_) = 0 then "Unknown Reason" else _), // Corrected: using '_'
+				
+				    // Convert the list back to a table (optional, but good for Power BI loading)
+				    FinalTable = Table.FromList(RenamedColumnsStep2, Splitter.SplitByNothing(), {"Reasons in Category: User"}, null, ExtraValues.Error)
+				in
+				    FinalTable
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-na.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-na.tmdl
new file mode 100644
index 00000000..e712329a
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r0-na.tmdl
@@ -0,0 +1,317 @@
+table R-r0-na
+	lineageTag: 40a27d6b-e959-4df1-b441-60fa1dcf4c21
+
+	column Timestamp
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 9b999374-d193-44b0-bd74-13ceedbe495b
+		summarizeBy: none
+		sourceColumn: Timestamp
+
+		variation Variation
+			isDefault
+			relationship: ceb3c7b1-6dfe-4688-b066-0c288b4f5600
+			defaultHierarchy: LocalDateTable_21e66450-2dd4-4002-b492-041131745eea.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column -
+		dataType: int64
+		formatString: 0
+		lineageTag: adc239fc-5fd2-46ef-a555-0059b3d1c085
+		summarizeBy: sum
+		sourceColumn: -
+
+		annotation SummarizationSetBy = Automatic
+
+	column Date
+		dataType: string
+		lineageTag: 0b5de41e-df1e-4317-ac5a-7bc65c050bca
+		summarizeBy: none
+		sourceColumn: Date
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-AMDGPUSMIHanging
+		dataType: int64
+		formatString: 0
+		lineageTag: aa94a62e-29ec-4662-b438-735ab3d80cee
+		summarizeBy: sum
+		sourceColumn: hardware-AMDGPUSMIHanging
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'hardware-Disk Error'
+		dataType: int64
+		formatString: 0
+		lineageTag: 86d333d5-1fde-433c-a0ec-93605c5e1983
+		summarizeBy: sum
+		sourceColumn: hardware-Disk Error
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'hardware-Frontend Network Issue'
+		dataType: int64
+		formatString: 0
+		lineageTag: 6b549162-dae0-4965-8a07-765c218c2297
+		summarizeBy: sum
+		sourceColumn: hardware-Frontend Network Issue
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'hardware-GPU Memory Not Release'
+		dataType: int64
+		formatString: 0
+		lineageTag: 60185f98-12d9-4f10-8c11-61ee85d5f579
+		summarizeBy: sum
+		sourceColumn: hardware-GPU Memory Not Release
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'hardware-IB Bandwidth Regression'
+		dataType: int64
+		formatString: 0
+		lineageTag: 74409362-e264-416a-b80f-463006438b2d
+		summarizeBy: sum
+		sourceColumn: hardware-IB Bandwidth Regression
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'hardware-IB Nic Failure'
+		dataType: int64
+		formatString: 0
+		lineageTag: 42449d0e-4bc4-49cf-ad90-872e31b40237
+		summarizeBy: sum
+		sourceColumn: hardware-IB Nic Failure
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'hardware-IB Reregistration'
+		dataType: int64
+		formatString: 0
+		lineageTag: cec541a6-405a-4261-af79-01e141948e0b
+		summarizeBy: sum
+		sourceColumn: hardware-IB Reregistration
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'hardware-PCIe bandwidth Regression'
+		dataType: int64
+		formatString: 0
+		lineageTag: ad78ff1f-cd7a-4f93-b9ca-c8a7721337db
+		summarizeBy: sum
+		sourceColumn: hardware-PCIe bandwidth Regression
+
+		annotation SummarizationSetBy = Automatic
+
+	column platform-DatasetPreCheckFailure
+		dataType: int64
+		formatString: 0
+		lineageTag: 0a4190bf-f2c6-4985-bd1d-af025283d5d4
+		summarizeBy: sum
+		sourceColumn: platform-DatasetPreCheckFailure
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'platform-Disk Full'
+		dataType: int64
+		formatString: 0
+		lineageTag: 99e1d22f-cf86-44e2-8c94-8366db434d88
+		summarizeBy: sum
+		sourceColumn: platform-Disk Full
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'platform-Platform Service Issue'
+		dataType: int64
+		formatString: 0
+		lineageTag: 39c2e4f4-64af-4d9f-9600-37235f74b1ac
+		summarizeBy: sum
+		sourceColumn: platform-Platform Service Issue
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'user-UnreliableNetworkRequest '
+		dataType: int64
+		formatString: 0
+		lineageTag: 55641793-842b-4a17-a710-5ece91bb0255
+		summarizeBy: sum
+		sourceColumn: "user-UnreliableNetworkRequest "
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-GPUHangingwithSegfault
+		dataType: int64
+		formatString: 0
+		lineageTag: 3a50ac28-0e31-466d-bd59-48e47b56c83b
+		summarizeBy: sum
+		sourceColumn: hardware-GPUHangingwithSegfault
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-IBLinkFlapping
+		dataType: int64
+		formatString: 0
+		lineageTag: b8ca8105-64f1-4e5b-b679-3a8ab0517996
+		summarizeBy: sum
+		sourceColumn: hardware-IBLinkFlapping
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-NodeCrash
+		dataType: int64
+		formatString: 0
+		lineageTag: 8f5fa644-db7b-425f-a699-d1c6c271ed06
+		summarizeBy: sum
+		sourceColumn: hardware-NodeCrash
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: 8fe57256-9f44-48a2-b0c8-1be18e73c2cc
+		summarizeBy: sum
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-IBPortDown
+		dataType: int64
+		formatString: 0
+		lineageTag: b65e4683-0068-442d-8482-f8a042ff57e3
+		summarizeBy: sum
+		sourceColumn: hardware-IBPortDown
+
+		annotation SummarizationSetBy = Automatic
+
+	column unknown-
+		dataType: int64
+		formatString: 0
+		lineageTag: 1f7be2a9-d768-49a5-a805-63af3a8443ae
+		summarizeBy: sum
+		sourceColumn: unknown-
+
+		annotation SummarizationSetBy = Automatic
+
+	column unknown-UnknownIssue
+		dataType: int64
+		formatString: 0
+		lineageTag: 6734154a-45d6-4316-833b-0f2b9f8265de
+		summarizeBy: sum
+		sourceColumn: unknown-UnknownIssue
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-NvidiaSmiDoubleEccError
+		dataType: int64
+		formatString: 0
+		lineageTag: c943d299-18de-4a3b-9bf6-e96e7fcdd1de
+		summarizeBy: sum
+		sourceColumn: hardware-NvidiaSmiDoubleEccError
+
+		annotation SummarizationSetBy = Automatic
+
+	column platform-NodeCrash
+		dataType: int64
+		formatString: 0
+		lineageTag: 8106cac3-34e4-44e9-9141-3ba4abc3f590
+		summarizeBy: sum
+		sourceColumn: platform-NodeCrash
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-GPUHangingwithFenceFallbackTimerExpired
+		dataType: int64
+		formatString: 0
+		lineageTag: 2b38f8b2-e94c-4f5d-8388-3b757ab7c2d2
+		summarizeBy: sum
+		sourceColumn: hardware-GPUHangingwithFenceFallbackTimerExpired
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-MemoryAccessFault
+		dataType: int64
+		formatString: 0
+		lineageTag: e489ab34-7cc9-460c-8073-e74ca53529b9
+		summarizeBy: sum
+		sourceColumn: hardware-MemoryAccessFault
+
+		annotation SummarizationSetBy = Automatic
+
+	column user-MemoryAccessFault
+		dataType: int64
+		formatString: 0
+		lineageTag: f7c86a67-1503-4492-b2b4-911673e09a0f
+		summarizeBy: sum
+		sourceColumn: user-MemoryAccessFault
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-LossNaN
+		dataType: int64
+		formatString: 0
+		lineageTag: 38e8503c-bdd5-4526-9d4a-52ea7464a455
+		summarizeBy: sum
+		sourceColumn: hardware-LossNaN
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-GPUDriverHanging
+		dataType: int64
+		formatString: 0
+		lineageTag: e31b8074-98ac-47ce-ad79-84fdfb427e6d
+		summarizeBy: sum
+		sourceColumn: hardware-GPUDriverHanging
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-IBBandwidthProblem
+		dataType: int64
+		formatString: 0
+		lineageTag: b63bd4b8-371c-4527-887f-f39f6ab2cf29
+		summarizeBy: sum
+		sourceColumn: hardware-IBBandwidthProblem
+
+		annotation SummarizationSetBy = Automatic
+
+	column hardware-NvidiaSmiLatencyTooLarge
+		dataType: int64
+		formatString: 0
+		lineageTag: 171b948b-01e6-41cb-ae98-9d9dc29aa846
+		summarizeBy: sum
+		sourceColumn: hardware-NvidiaSmiLatencyTooLarge
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'platform-Blob Mount Failure'
+		dataType: int64
+		formatString: 0
+		lineageTag: 5c00cb7e-aee1-4b7e-8cc9-b525f113852b
+		summarizeBy: sum
+		sourceColumn: platform-Blob Mount Failure
+
+		annotation SummarizationSetBy = Automatic
+
+	column platform-Investigation
+		dataType: int64
+		formatString: 0
+		lineageTag: 665d952a-e78f-4632-8b73-7854b41ab5f9
+		summarizeBy: sum
+		sourceColumn: platform-Investigation
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-r0-na = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "let record =#(lf)cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/').database('production').table('NodeActionRecord')#(lf)| join kind=leftouter (#(lf)    NodeActionAttributes#(lf)) on Action#(lf)| sort by HostName asc , Timestamp asc, Action asc#(lf)| extend PrevHostName = prev(HostName, 1)#(lf)| extend PrevPhase = prev(Phase, 1)#(lf)| extend IsNewNode = HostName != PrevHostName or isnull(PrevHostName)#(lf)| serialize#(lf)| extend LastPhase = iff(#(lf)    IsNewNode,#(lf)    Phase,  // First record for this node#(lf)    iff(#(lf)        isnotempty(Phase),#(lf)        Phase,  // Current action has phase#(lf)        iff(#(lf)            isnotempty(PrevPhase),#(lf)            PrevPhase,  // Use previous phase#(lf)            """"  // Default to empty#(lf)        )#(lf)    )#(lf))#(lf)| project-away PrevHostName, PrevPhase, IsNewNode, Action1#(lf)| sort by Timestamp asc#(lf)| where Action contains ""cordoned-triaged"" and LastPhase contains ""routine""#(lf)| extend CategoryReason = strcat(Category, ""-"", Reason);#(lf)let startDate = datetime(2025-03-17);#(lf)let endDate = now();#(lf)// Step 1: Extract unique reasons in the 'routine' phase#(lf)let uniqueReasonsRoutine = record#(lf)| distinct CategoryReason;#(lf)// Step 2: Summarize count by reason within weekly intervals#(lf)let summarizedData = record#(lf)| summarize Count = count() by CategoryReason, bin(Timestamp, 7d);#(lf)// Step 3: Pivot the data to create a column for each unique reason#(lf)summarizedData#(lf)| evaluate pivot(CategoryReason, sum(Count))#(lf)| extend Week = weekofyear(startofweek(Timestamp - 1d, 0)) // Monday as the start of the week#(lf)| extend Date = format_datetime(Timestamp, ""yyyy-MM-dd"")#(lf)| order by Week asc#(lf)", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r1-na.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r1-na.tmdl
new file mode 100644
index 00000000..0d788851
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-r1-na.tmdl
@@ -0,0 +1,73 @@
+table R-r1-na
+	lineageTag: 8fdb26ee-99a5-4b05-b25b-e30b30fdeb51
+
+	column Endpoint
+		dataType: string
+		lineageTag: 4697f134-a87f-4d11-834f-d4494b6b4771
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column Category
+		dataType: string
+		lineageTag: e42e8783-e467-4ceb-92e9-edc20a2091ef
+		summarizeBy: none
+		sourceColumn: Category
+
+		annotation SummarizationSetBy = Automatic
+
+	column WeeklyTotal
+		dataType: int64
+		formatString: 0
+		lineageTag: 777fa831-dea4-4756-a1a3-2de25925afaa
+		summarizeBy: sum
+		sourceColumn: WeeklyTotal
+
+		annotation SummarizationSetBy = Automatic
+
+	column DaysinWeek
+		dataType: int64
+		formatString: 0
+		lineageTag: 34257bf5-cbaa-4a05-91a0-1e0d4470891d
+		summarizeBy: sum
+		sourceColumn: DaysinWeek
+
+		annotation SummarizationSetBy = Automatic
+
+	column Date
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: b77c3489-643d-4ff3-9746-bb8b66330f63
+		summarizeBy: none
+		sourceColumn: Date
+
+		variation Variation
+			isDefault
+			relationship: e5468f19-efb0-49d8-b252-c6da8fea5182
+			defaultHierarchy: LocalDateTable_bfd0980a-5f77-4f08-84ec-70c9249006b7.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: f960ae50-b1d7-450c-9f50-dbd940cb9221
+		summarizeBy: sum
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-r1-na = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "// Original source and initial processing#(lf)let src =#(lf)cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/')#(lf)    .database('production')#(lf)    .table('NodeActionRecord')#(lf)| join kind=leftouter NodeActionAttributes on Action#(lf)| sort by HostName asc, Timestamp asc, Action asc#(lf)| serialize;#(lf)// 1) Mark every row that has a non-empty Phase#(lf)let withMark =#(lf)    src#(lf)    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);#(lf)// 2) Build a running total of NonEmptyFlag per HostName#(lf)let running =#(lf)    withMark#(lf)    | extend PhaseGroup =#(lf)        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier#(lf)        ;   // PhaseGroup increments each time we see a non-empty Phase#(lf)// 3) Look up the _latest_ non-empty Phase in each PhaseGroup#(lf)let phaseLookup =#(lf)    running#(lf)    | where NonEmptyFlag == 1#(lf)    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup#(lf)    | project HostName, PhaseGroup, LastPhase = Phase;#(lf)// 4) Join back to fill down the LastPhase#(lf)let enriched = running#(lf)| join kind=inner (phaseLookup) on HostName, PhaseGroup#(lf)| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1#(lf)| sort by HostName asc, Timestamp asc;#(lf)// Step 1: Earliest timestamp per HostName + PhaseGroup#(lf)let groupStart =#(lf)    enriched#(lf)    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;#(lf)// Step 3: Stitch them together and filter for relevant records#(lf)let record = enriched#(lf)| join kind=inner groupStart on HostName, PhaseGroup#(lf)| project-reorder StartTime, Timestamp, HostName, PhaseGroup#(lf)| sort by Timestamp asc#(lf)| where Action contains ""cordoned-triaged"" and LastPhase contains ""routine""#(lf)| summarize arg_max(Timestamp, *) by HostName, PhaseGroup // Get the latest record per HostName, PhaseGroup#(lf)| project-away HostName1, PhaseGroup1, Phase // Clean up redundant columns#(lf)| extend CategoryReason = strcat(Category, ""-"", Reason); // Create CategoryReason#(lf)// Define date range#(lf)let startDate = datetime(2025-03-17);#(lf)let endDate = now();#(lf)// 1. Generate all dates within the specified range#(lf)let allDates = range StartDate from startDate to endDate step 7d;#(lf)// 2. Get all distinct Endpoints from the 'record' table#(lf)let allEndpoints = record | distinct Endpoint;#(lf)// 3. Get all distinct Categories from the 'record' table#(lf)let allCategories = record | distinct Category;#(lf)// 4. Create a Cartesian product of all dates, endpoints, and categories#(lf)// This ensures every combination exists as a row#(lf)let allCombinations =#(lf)    allDates#(lf)    | extend dummy = 1 // Add a dummy column for cross-joining#(lf)    | join kind=inner (allEndpoints | extend dummy = 1) on dummy#(lf)    | join kind=inner (allCategories | extend dummy = 1) on dummy#(lf)    | project StartDate, Endpoint, Category; // Select the desired combination columns#(lf)// 5. Summarize the actual data from 'record' for joining#(lf)let summarizedRecord =#(lf)    record#(lf)    | summarize Total = count() by bin(StartTime, 7d), Endpoint, Category;#(lf)// 6. Left outer join the full combinations with the summarized data#(lf)// This will keep all combinations and fill 'Total' with 0 where no match is found#(lf)allCombinations#(lf)| join kind=leftouter summarizedRecord on $left.StartDate == $right.StartTime, Endpoint, Category#(lf)| project StartDate,#(lf)          Endpoint,#(lf)          Category,#(lf)          WeeklyTotal = coalesce(Total, 0) // Replace null Total with 0#(lf)| extend CurrentWeekStart = startofweek(now(), 0) + 1d // Calculate the start of the current week (Monday)#(lf)| extend DaysInCurrentWeek = datetime_diff('day', now(), CurrentWeekStart) + 1 // Calculate days passed in current week#(lf)| extend DaysinWeek = iff(StartDate == CurrentWeekStart, DaysInCurrentWeek, 7)#(lf)| extend Date = StartDate#(lf)| extend Week = weekofyear(startofweek(StartDate - 1d, 0)) // Monday as the start of the week#(lf)| extend Category = iff(isempty(Category), ""uncategorized"", Category) // Handle potentially empty categories#(lf)| order by StartDate asc, Endpoint asc, Category asc#(lf)| project-away StartDate, CurrentWeekStart, DaysInCurrentWeek;", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t0-DailyNodeRuntimeAvgFailure.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t0-DailyNodeRuntimeAvgFailure.tmdl
new file mode 100644
index 00000000..34883202
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t0-DailyNodeRuntimeAvgFailure.tmdl
@@ -0,0 +1,82 @@
+table R-t0-DailyNodeRuntimeAvgFailure
+	lineageTag: bface444-90fa-4c53-aff2-5b61c70b1f37
+
+	column AvgFailure
+		dataType: double
+		lineageTag: 99018dd9-f310-4a28-9d7a-77cac1672e5e
+		summarizeBy: sum
+		sourceColumn: AvgFailure
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column Date
+		dataType: dateTime
+		formatString: yyyy-mm-dd
+		lineageTag: 1c1b8425-3214-45fa-b293-11b0a41f323a
+		summarizeBy: none
+		sourceColumn: Date
+
+		variation Variation
+			isDefault
+			relationship: 1aa4a5d4-33cb-4922-b748-fc99512c4d75
+			defaultHierarchy: LocalDateTable_1a030e83-25f1-4b5e-86ce-18fca13f6878.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation UnderlyingDateTimeDataType = Date
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	column Endpoint
+		dataType: string
+		lineageTag: 11840865-5067-4858-86da-d1ff4365d458
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: a6190814-6c71-47cc-bf2a-b286b0fc38c0
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column WeeklyTotal
+		dataType: int64
+		formatString: 0
+		lineageTag: 3d4c1bcf-a913-444d-8320-bbf64dba6b68
+		summarizeBy: sum
+		sourceColumn: WeeklyTotal
+
+		annotation SummarizationSetBy = Automatic
+
+	column DaysinWeek
+		dataType: int64
+		formatString: 0
+		lineageTag: c3a6ee93-9a61-4004-8d78-6e3ca2cc58fa
+		summarizeBy: sum
+		sourceColumn: DaysinWeek
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-t0-DailyNodeRuntimeAvgFailure = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "let src =#(lf)cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/')#(lf)    .database('production')#(lf)    .table('NodeActionRecord')#(lf)| join kind=leftouter NodeActionAttributes on Action#(lf)| sort by HostName asc, Timestamp asc, Action asc#(lf)| serialize;#(lf)// 1) mark every row that has a non‑empty Phase#(lf)let withMark =#(lf)    src#(lf)    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);#(lf)// 2) build a running total of NonEmptyFlag **per HostName**#(lf)let running =#(lf)    withMark#(lf)    | extend PhaseGroup =#(lf)        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier#(lf)        ;   // PhaseGroup increments each time we see a non‑empty Phase#(lf)// 3) look up the _latest_ non‑empty Phase in each PhaseGroup#(lf)let phaseLookup =#(lf)    running#(lf)    | where NonEmptyFlag == 1#(lf)    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup#(lf)    | project HostName, PhaseGroup, LastPhase = Phase;#(lf)// 4) join back to fill down#(lf)let enriched = running#(lf)| join kind=inner (phaseLookup) on HostName, PhaseGroup#(lf)| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1#(lf)| sort by HostName asc, Timestamp asc ;#(lf)// ── Step 1: earliest timestamp per HostName + PhaseGroup ───────────────────#(lf)let groupStart =#(lf)    enriched#(lf)    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;#(lf)// ── Step 3: stitch them together ───────────────────────────────────────────#(lf)let record=enriched#(lf)| join kind=inner groupStart on HostName, PhaseGroup#(lf)| project-reorder StartTime, Timestamp, HostName, PhaseGroup#(lf)| sort by Timestamp asc#(lf)| where Action contains ""cordoned-triaged"" and LastPhase contains ""routine""#(lf)| summarize arg_max(Timestamp, *) by HostName, PhaseGroup#(lf)| project-away HostName1, PhaseGroup1, Phase#(lf)| extend CategoryReason = strcat(Category, ""-"", Reason);#(lf)let startDate = datetime(2025-03-20);#(lf)let endDate = now();#(lf)range StartDate from startDate to endDate step 1d#(lf)| extend EndDate = StartDate + 1d#(lf)| extend Week = weekofyear(startofweek(StartDate - 1d, 0)) // Monday as the start of the week#(lf)| join kind=leftouter (#(lf)    record#(lf)    | summarize Total = count() by bin(StartTime, 1d), Endpoint#(lf)) on $left.StartDate == $right.StartTime#(lf)| project StartDate, EndDate, Week, Endpoint, Total = coalesce(Total, 0)#(lf)| order by StartDate asc#(lf)| summarize WeeklyTotal = sum(Total) by bin(StartDate, 7d), Endpoint#(lf)| extend CurrentWeekStart = startofweek(now(), 0) + 1d // Calculate the start of the current week (Monday)#(lf)| extend DaysInCurrentWeek = datetime_diff('day', now(), CurrentWeekStart) + 1 // Calculate days passed in current week#(lf)| extend DaysinWeek = iff(StartDate == CurrentWeekStart, DaysInCurrentWeek, 7)#(lf)| extend AvgFailure = toreal(WeeklyTotal) / DaysinWeek#(lf)| extend Week = weekofyear(startofweek(StartDate - 1d, 0)) // Monday as the start of the week#(lf)| project-away CurrentWeekStart, DaysInCurrentWeek#(lf)| order by Week asc, Endpoint asc", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null]),
+				    #"Changed Type" = Table.TransformColumnTypes(Source,{{"StartDate", type date}}),
+				    #"Renamed Columns" = Table.RenameColumns(#"Changed Type",{{"StartDate", "Date"}}),
+				    #"Sorted Rows" = Table.Sort(#"Renamed Columns",{{"Week", Order.Ascending}, {"Date", Order.Ascending}, {"Endpoint", Order.Ascending}})
+				in
+				    #"Sorted Rows"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t1-NodeFailureCategorization.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t1-NodeFailureCategorization.tmdl
new file mode 100644
index 00000000..082bb99d
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t1-NodeFailureCategorization.tmdl
@@ -0,0 +1,131 @@
+table R-t1-NodeFailureCategorization
+	lineageTag: bcae397e-31fb-44ef-88c2-988bc1fb50df
+
+	measure 'Top 1 Failure Categories' =
+			
+			VAR MaxWeekNumber = [MaxWeekR]
+			VAR FilteredTable = FILTER('R-t1-NodeFailureCategorization', 'R-t1-NodeFailureCategorization'[Week] = MaxWeekNumber)
+			VAR HasDataForMaxWeek =
+			    CALCULATE(
+			        COUNTROWS('R-t1-NodeFailureCategorization'),
+			        'R-t1-NodeFailureCategorization'[Week] = MaxWeekNumber
+			    )
+			VAR MaxHardware = SUMX(FilteredTable, 'R-t1-NodeFailureCategorization'[Hardware])
+			VAR MaxPlatform = SUMX(FilteredTable, 'R-t1-NodeFailureCategorization'[Platform])
+			VAR MaxUser = SUMX(FilteredTable, 'R-t1-NodeFailureCategorization'[User])
+			VAR MaxUnkonwn = SUMX(FilteredTable, 'R-t1-NodeFailureCategorization'[unknown])
+			VAR MaxUncategorized = SUMX(FilteredTable, 'R-t1-NodeFailureCategorization'[uncategorized])
+			VAR MaxValue = MAX(MaxHardware, MAX(MaxPlatform, MAX(MaxUser, MAX(MaxUnkonwn, MaxUncategorized))))
+			VAR TotalFailures = (MaxHardware + MaxPlatform + MaxUser + MaxUnkonwn + MaxUncategorized)
+			VAR RatioText =
+			    IF(
+			        TotalFailures = 0,
+			        "NA", // If total is 0, set ratio to "NA"
+			        FORMAT(MaxValue / TotalFailures, "0.0%") // Otherwise, calculate and format as percentage
+			    )
+			VAR Result =
+			    SWITCH(
+			        TRUE(),
+			        MaxValue = MaxHardware, "Hardware (" & MaxValue & " instances, account for " & RatioText & " of total " & TotalFailures &" failures)",
+			        MaxValue = MaxPlatform, "Platform (" & MaxValue &" instances, account for " & RatioText & " of total " & TotalFailures &" failures)",
+			        MaxValue = MaxUser, "User (" & MaxValue & " instances, account for " & RatioText & " of total " & TotalFailures &" failures)",
+			        MaxValue = MaxUnkonwn, "Unknown (" & MaxValue & " instances, account for " & RatioText & " of total " & TotalFailures &" failures)",
+			        MaxValue = MaxUncategorized, "Uncategorized (" & MaxValue & " instances, account for " & RatioText & " of total " & TotalFailures &" failures)"
+			    )
+			RETURN
+			IF(
+			    HasDataForMaxWeek = 0,
+			    "0 Failures",
+			    Result
+			)
+		lineageTag: 302f23d5-b6ca-4b34-b37f-2023496f0677
+
+	column hardware
+		dataType: int64
+		formatString: 0
+		lineageTag: 913bf2f9-a475-4710-ba43-50a39e68c1cd
+		summarizeBy: none
+		sourceColumn: hardware
+
+		annotation SummarizationSetBy = User
+
+	column platform
+		dataType: int64
+		formatString: 0
+		lineageTag: bee94495-ee5b-4fca-af96-1b8b32094416
+		summarizeBy: none
+		sourceColumn: platform
+
+		annotation SummarizationSetBy = User
+
+	column user
+		dataType: int64
+		formatString: 0
+		lineageTag: 7a718702-3c40-43ab-a52d-9295258640df
+		summarizeBy: none
+		sourceColumn: user
+
+		annotation SummarizationSetBy = User
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: a6231977-ed8f-40ce-a883-f43a687eff79
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = User
+
+	column unknown
+		dataType: int64
+		formatString: 0
+		lineageTag: 03bdfc8a-44df-4bb2-9dd7-96f2d50e5449
+		summarizeBy: none
+		sourceColumn: unknown
+
+		annotation SummarizationSetBy = User
+
+	column Endpoint
+		dataType: string
+		lineageTag: 10eabedb-de8a-4129-8b7f-fef603eefcc8
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column Timestamp
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: db06940e-a662-4963-ba72-5644159410b1
+		summarizeBy: none
+		sourceColumn: Timestamp
+
+		variation Variation
+			isDefault
+			relationship: fdef23f3-70be-4e85-a029-ed7c832eface
+			defaultHierarchy: LocalDateTable_e78aa197-a9d3-42c7-b595-c6e8aef6b914.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column uncategorized
+		dataType: int64
+		formatString: 0
+		lineageTag: dfc47eda-d6c6-47af-8a79-143e2bb2c31d
+		summarizeBy: none
+		sourceColumn: uncategorized
+
+		annotation SummarizationSetBy = User
+
+	partition R-t1-NodeFailureCategorization = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "let src =#(lf)cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/')#(lf)    .database('production')#(lf)    .table('NodeActionRecord')#(lf)| join kind=leftouter NodeActionAttributes on Action#(lf)| sort by HostName asc, Timestamp asc, Action asc#(lf)| serialize;#(lf)// 1) mark every row that has a non‑empty Phase#(lf)let withMark =#(lf)    src#(lf)    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);#(lf)// 2) build a running total of NonEmptyFlag **per HostName**#(lf)let running =#(lf)    withMark#(lf)    | extend PhaseGroup =#(lf)        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier#(lf)        ;   // PhaseGroup increments each time we see a non‑empty Phase#(lf)// 3) look up the _latest_ non‑empty Phase in each PhaseGroup#(lf)let phaseLookup =#(lf)    running#(lf)    | where NonEmptyFlag == 1#(lf)    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup#(lf)    | project HostName, PhaseGroup, LastPhase = Phase;#(lf)// 4) join back to fill down#(lf)let enriched = running#(lf)| join kind=inner (phaseLookup) on HostName, PhaseGroup#(lf)| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1#(lf)| sort by HostName asc, Timestamp asc ;#(lf)// ── Step 1: earliest timestamp per HostName + PhaseGroup ───────────────────#(lf)let groupStart =#(lf)    enriched#(lf)    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;#(lf)// ── Step 3: stitch them together ───────────────────────────────────────────#(lf)let record=enriched#(lf)| join kind=inner groupStart on HostName, PhaseGroup#(lf)| project-reorder StartTime, Timestamp, HostName, PhaseGroup#(lf)| sort by Timestamp asc#(lf)| where Action contains ""cordoned-triaged"" and LastPhase contains ""routine""#(lf)| summarize arg_max(Timestamp, *) by HostName, PhaseGroup#(lf)| project-away HostName1, PhaseGroup1, Phase#(lf)| extend CategoryReason = strcat(Category, ""-"", Reason);#(lf)let startDate = datetime(2025-03-17);#(lf)let endDate = now();#(lf)// Step 1: Extract unique reasons in the 'routine' phase#(lf)let uniqueReasonsRoutine = record#(lf)| distinct Category;#(lf)// Step 2: Summarize count by reason within weekly intervals#(lf)let summarizedData = record#(lf)| summarize Count = count() by Category, bin(StartTime, 7d), Endpoint;#(lf)// Step 3: Pivot the data to create a column for each unique reason#(lf)summarizedData#(lf)| evaluate pivot(Category, sum(Count))#(lf)| extend Week = weekofyear(startofweek(StartTime - 1d, 0)) // Monday as the start of the week#(lf)| project-rename uncategorized = _Empty, Timestamp = StartTime#(lf)| order by Week asc", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Exception
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t2-NodeFailureRCABreakdown.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t2-NodeFailureRCABreakdown.tmdl
new file mode 100644
index 00000000..d368f636
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t2-NodeFailureRCABreakdown.tmdl
@@ -0,0 +1,113 @@
+table R-t2-NodeFailureRCABreakdown
+	lineageTag: 8aff7681-d42d-4f05-a2f2-57cdca2822ac
+
+	measure 'Top 3 Category Reasons (Max Week)' =
+			
+			VAR MaxWeek = [MaxWeekR]
+			VAR TopNReasonsTable =
+			    TOPN(
+			        3,
+			        FILTER(
+			            ALLSELECTED('R-t2-NodeFailureRCABreakdown'),
+			            'R-t2-NodeFailureRCABreakdown'[Week] = MaxWeek
+			        ),
+			        'R-t2-NodeFailureRCABreakdown'[FailureCount], DESC
+			    )
+			VAR SortedTopNReasonsTable =
+			    ADDCOLUMNS(
+			        TopNReasonsTable,
+			        "ConcatenationString",
+			        "    " & 'R-t2-NodeFailureRCABreakdown'[Category] & ": " & 'R-t2-NodeFailureRCABreakdown'[Reason] & " (" & 'R-t2-NodeFailureRCABreakdown'[FailureCount] & ")"
+			    )
+			VAR ConcatCategoryReason =
+			    CONCATENATEX(
+			        -- Now sort this table directly
+			        SortedTopNReasonsTable,
+			        [ConcatenationString],
+			        UNICHAR(10),
+			        -- Explicitly specify the order for CONCATENATEX
+			        'R-t2-NodeFailureRCABreakdown'[FailureCount], DESC
+			    )
+			RETURN
+			    ConcatCategoryReason
+		lineageTag: 46b65cf6-9431-4486-aeaa-aa4a9272de09
+
+	measure 'Debug MaxWeekR' = [MaxWeekR]
+		formatString: 0
+		lineageTag: 55acf78b-c617-469e-b934-b26b928d58f5
+
+	column Reason
+		dataType: string
+		lineageTag: 91558d4f-0a72-4cec-9e63-1c3b8c3327e6
+		summarizeBy: none
+		sourceColumn: Reason
+
+		annotation SummarizationSetBy = Automatic
+
+	column Category
+		dataType: string
+		lineageTag: 2085033d-8830-4404-9ae6-7af28483cf8e
+		summarizeBy: none
+		sourceColumn: Category
+
+		annotation SummarizationSetBy = Automatic
+
+	column FailureCount
+		dataType: int64
+		formatString: 0
+		lineageTag: ac00ac3b-fdef-4988-bdc8-517ebc23d08f
+		summarizeBy: sum
+		sourceColumn: FailureCount
+
+		annotation SummarizationSetBy = Automatic
+
+	column CategoryReason
+		dataType: string
+		lineageTag: df0ed663-3454-4709-899e-ca4fa35090c9
+		summarizeBy: none
+		sourceColumn: CategoryReason
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: 04ca0804-0a3b-4b65-8d8e-350ff1392c20
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column Endpoint
+		dataType: string
+		lineageTag: b4d672a7-33bc-469e-aa50-3cc0827fb45d
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	hierarchy 'Category Hierarchy'
+		lineageTag: 5d3f7d2c-11eb-4e28-a965-4ac446c7fff9
+
+		level Category
+			lineageTag: 64c46712-90f7-4221-ba1f-573a3cbb8a5f
+			column: Category
+
+		level CategoryReason
+			lineageTag: b95797e4-1f6e-45fe-bdc1-ae43d28e1f3e
+			column: CategoryReason
+
+	partition R-t2-NodeFailureRCABreakdown = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "let src =#(lf)cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/')#(lf)    .database('production')#(lf)    .table('NodeActionRecord')#(lf)| join kind=leftouter NodeActionAttributes on Action#(lf)| sort by HostName asc, Timestamp asc, Action asc#(lf)| serialize;#(lf)// 1) mark every row that has a non‑empty Phase#(lf)let withMark =#(lf)    src#(lf)    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);#(lf)// 2) build a running total of NonEmptyFlag **per HostName**#(lf)let running =#(lf)    withMark#(lf)    | extend PhaseGroup =#(lf)        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier#(lf)        ;   // PhaseGroup increments each time we see a non‑empty Phase#(lf)// 3) look up the _latest_ non‑empty Phase in each PhaseGroup#(lf)let phaseLookup =#(lf)    running#(lf)    | where NonEmptyFlag == 1#(lf)    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup#(lf)    | project HostName, PhaseGroup, LastPhase = Phase;#(lf)// 4) join back to fill down#(lf)let enriched = running#(lf)| join kind=inner (phaseLookup) on HostName, PhaseGroup#(lf)| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1#(lf)| sort by HostName asc, Timestamp asc ;#(lf)// ── Step 1: earliest timestamp per HostName + PhaseGroup ───────────────────#(lf)let groupStart =#(lf)    enriched#(lf)    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;#(lf)// ── Step 3: stitch them together ───────────────────────────────────────────#(lf)let record=enriched#(lf)| join kind=inner groupStart on HostName, PhaseGroup#(lf)| project-reorder StartTime, Timestamp, HostName, PhaseGroup#(lf)| sort by Timestamp asc#(lf)| where Action contains ""cordoned-triaged"" and LastPhase contains ""routine""#(lf)| summarize arg_max(Timestamp, *) by HostName, PhaseGroup#(lf)| project-away HostName1, PhaseGroup1, Phase#(lf)| extend CategoryReason = strcat(Category, ""-"", Reason);#(lf)let startDate = datetime(2025-03-17);#(lf)let endDate = now();#(lf)record#(lf)| extend Week = weekofyear(startofweek(StartTime - 1d, 0)) // Monday as the start of the week#(lf)| summarize FailureCount = count() by Week, Reason, Category, Endpoint#(lf)| extend Reason = iif(isempty(Reason), 'Unknown Reason', Reason)#(lf)| extend Category = iif(isempty(Category), 'uncategorized', Category)#(lf)| order by Week asc", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null]),
+				    #"Added Custom" = Table.AddColumn(Source, "CategoryReason", each [Category] & ": " & [Reason])
+				in
+				    #"Added Custom"
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t3-DailyOccurrenceofNodeFailuresRuntime.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t3-DailyOccurrenceofNodeFailuresRuntime.tmdl
new file mode 100644
index 00000000..4e18343c
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t3-DailyOccurrenceofNodeFailuresRuntime.tmdl
@@ -0,0 +1,169 @@
+table R-t3-DailyOccurrenceofNodeFailuresRuntime
+	lineageTag: 8595c03f-a2a4-4eff-932b-360c9c8cd83e
+
+	measure MaxTotalForMaxWeek =
+			
+			VAR LatestWeek = [MaxWeekR]
+			VAR Result =
+			    CALCULATE(
+			        MAXX(
+			            FILTER(
+			                ALLSELECTED('R-t3-DailyOccurrenceofNodeFailuresRuntime'),
+			                'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Week] = LatestWeek
+			            ),
+			            'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Total]
+			        )
+			    )
+			RETURN
+			    COALESCE(Result, 0)
+		formatString: 0
+		lineageTag: 4e4e5958-a8af-4e4a-a912-2b18b9a3dab8
+
+	measure DateWithMaxTotalForMaxWeek =
+			
+			VAR DDate = CALCULATE(
+			    MAXX(
+			        FILTER(
+			            ALLSELECTED('R-t3-DailyOccurrenceofNodeFailuresRuntime'),
+			            'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Week] = [MaxWeekR] &&
+			            'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Total] = [MaxTotalForMaxWeek] // Filter to only rows with the max total
+			        ),
+			        'R-t3-DailyOccurrenceofNodeFailuresRuntime'[StartDate] // Return the StartDate
+			    )
+			)
+			RETURN
+			IF(
+			    [MaxTotalForMaxWeek] = 0,
+			    "",
+			    DDate
+			)
+		formatString: mmmm d
+		lineageTag: 99c7ee97-2b9f-4f26-b7bf-a2ea15e9fd4d
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	measure EndpointWithMaxTotalForMaxWeek = ```
+			
+			VAR Endpoint = 
+			CALCULATE(
+			    MAXX( // Using MAXX here, but you might consider MINX or SELECTEDVALUE if you expect only one Endpoint per MaxTotal
+			        FILTER(
+			            ALLSELECTED('R-t3-DailyOccurrenceofNodeFailuresRuntime'),
+			            'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Week] = [MaxWeekR] &&
+			            'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Total] = [MaxTotalForMaxWeek]
+			        ),
+			        'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Endpoint]
+			    )
+			)
+			RETURN
+			IF(
+			    [MaxTotalForMaxWeek] = 0,
+			    "",
+			    Endpoint
+			)
+			```
+		lineageTag: cff8b37b-0f06-4d40-98fd-1bbbfd575087
+
+	measure CategoryWithMaxTotalForMaxWeek =
+			
+			VAR Cat =
+			CALCULATE(
+			    MAXX( // Using MAXX here, but you might consider MINX or SELECTEDVALUE if you expect only one Endpoint per MaxTotal
+			        FILTER(
+			            ALLSELECTED('R-t3-DailyOccurrenceofNodeFailuresRuntime'),
+			            'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Week] = [MaxWeekR] &&
+			            'R-t3-DailyOccurrenceofNodeFailuresRuntime'[Total] = [MaxTotalForMaxWeek]
+			        ),
+			        'R-t3-DailyOccurrenceofNodeFailuresRuntime'[CategoryNew]
+			    )
+			)
+			RETURN
+			IF(
+			    [MaxTotalForMaxWeek] = 0,
+			    "",
+			    Cat
+			)
+		lineageTag: dabb7346-0827-49dc-beeb-686e69dc2773
+
+	column StartDate
+		dataType: dateTime
+		formatString: yyyy-mm-dd
+		lineageTag: c7926d67-5cc7-4a37-88b2-2658bf6f5948
+		summarizeBy: none
+		sourceColumn: StartDate
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	column EndDate
+		dataType: dateTime
+		formatString: yyyy-mm-dd
+		lineageTag: eefa0a38-1211-42f4-ab8e-5db8ee209eac
+		summarizeBy: none
+		sourceColumn: EndDate
+
+		variation Variation
+			isDefault
+			relationship: 33193873-48a9-4226-b97c-61164c1568d9
+			defaultHierarchy: LocalDateTable_c8777a3a-5e2f-4fa4-a113-1211d451fdaa.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	column Total
+		dataType: int64
+		formatString: 0
+		lineageTag: f7da019e-e52d-4a71-a000-1a2eef5b5de7
+		summarizeBy: sum
+		sourceColumn: Total
+
+		annotation SummarizationSetBy = Automatic
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: 0e2c7fe3-1675-419f-86c3-2618c941887b
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column Endpoint
+		dataType: string
+		lineageTag: 4223a657-459e-4efd-8001-228f5b00ff21
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	column Category
+		dataType: string
+		lineageTag: 3a75a96e-098d-4ba0-bb54-23ec115897d8
+		summarizeBy: none
+		sourceColumn: Category
+
+		annotation SummarizationSetBy = Automatic
+
+	column CategoryNew
+		dataType: string
+		lineageTag: 263dea24-5bb9-4983-9641-56fdc5e6c5d3
+		summarizeBy: none
+		sourceColumn: CategoryNew
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-t3-DailyOccurrenceofNodeFailuresRuntime = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("luciatrainingplatform.westcentralus", "production", "// Original source and initial processing#(lf)let src =#(lf)cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/')#(lf)    .database('production')#(lf)    .table('NodeActionRecord')#(lf)| join kind=leftouter NodeActionAttributes on Action#(lf)| sort by HostName asc, Timestamp asc, Action asc#(lf)| serialize;#(lf)// 1) Mark every row that has a non-empty Phase#(lf)let withMark =#(lf)    src#(lf)    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);#(lf)// 2) Build a running total of NonEmptyFlag per HostName#(lf)let running =#(lf)    withMark#(lf)    | extend PhaseGroup =#(lf)        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier#(lf)        ;   // PhaseGroup increments each time we see a non-empty Phase#(lf)// 3) Look up the _latest_ non-empty Phase in each PhaseGroup#(lf)let phaseLookup =#(lf)    running#(lf)    | where NonEmptyFlag == 1#(lf)    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup#(lf)    | project HostName, PhaseGroup, LastPhase = Phase;#(lf)// 4) Join back to fill down the LastPhase#(lf)let enriched = running#(lf)| join kind=inner (phaseLookup) on HostName, PhaseGroup#(lf)| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1#(lf)| sort by HostName asc, Timestamp asc;#(lf)// Step 1: Earliest timestamp per HostName + PhaseGroup#(lf)let groupStart =#(lf)    enriched#(lf)    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;#(lf)// Step 3: Stitch them together and filter for relevant records#(lf)let record = enriched#(lf)| join kind=inner groupStart on HostName, PhaseGroup#(lf)| project-reorder StartTime, Timestamp, HostName, PhaseGroup#(lf)| sort by Timestamp asc#(lf)| where Action contains ""cordoned-triaged"" and LastPhase contains ""routine""#(lf)| summarize arg_max(Timestamp, *) by HostName, PhaseGroup // Get the latest record per HostName, PhaseGroup#(lf)| project-away HostName1, PhaseGroup1, Phase // Clean up redundant columns#(lf)| extend CategoryReason = strcat(Category, ""-"", Reason); // Create CategoryReason#(lf)// Define date range#(lf)let startDate = datetime(2025-03-20);#(lf)let endDate = now();#(lf)// 1. Generate all dates within the specified range#(lf)let allDates = range StartDate from startDate to endDate step 1d;#(lf)// 2. Get all distinct Endpoints from the 'record' table#(lf)let allEndpoints = record | distinct Endpoint;#(lf)// 3. Get all distinct Categories from the 'record' table#(lf)let allCategories = record | distinct Category;#(lf)// 4. Create a Cartesian product of all dates, endpoints, and categories#(lf)// This ensures every combination exists as a row#(lf)let allCombinations =#(lf)    allDates#(lf)    | extend dummy = 1 // Add a dummy column for cross-joining#(lf)    | join kind=inner (allEndpoints | extend dummy = 1) on dummy#(lf)    | join kind=inner (allCategories | extend dummy = 1) on dummy#(lf)    | project StartDate, Endpoint, Category; // Select the desired combination columns#(lf)// 5. Summarize the actual data from 'record' for joining#(lf)let summarizedRecord =#(lf)    record#(lf)    | summarize Total = count() by bin(StartTime, 1d), Endpoint, Category;#(lf)// 6. Left outer join the full combinations with the summarized data#(lf)// This will keep all combinations and fill 'Total' with 0 where no match is found#(lf)allCombinations#(lf)| join kind=leftouter summarizedRecord on $left.StartDate == $right.StartTime, Endpoint, Category#(lf)| project StartDate,#(lf)          Endpoint,#(lf)          Category,#(lf)          Total = coalesce(Total, 0) // Replace null Total with 0#(lf)| extend EndDate = StartDate + 1d#(lf)| extend Week = weekofyear(startofweek(StartDate - 1d, 0)) // Monday as the start of the week#(lf)| extend CategoryNew = iff(isempty(Category), ""uncategorized"", Category) // Handle potentially empty categories#(lf)| order by StartDate asc, Endpoint asc, Category asc;", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t4-DailyNodeRuntimeAvgFailure.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t4-DailyNodeRuntimeAvgFailure.tmdl
new file mode 100644
index 00000000..1d913931
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/R-t4-DailyNodeRuntimeAvgFailure.tmdl
@@ -0,0 +1,159 @@
+table R-t4-DailyNodeRuntimeAvgFailure
+	lineageTag: dcb3f325-dbfc-4f15-a6e0-92562b86e49d
+
+	measure FailureNodesP4 =
+			
+			VAR LatestWeek = [MaxWeekR] - 1
+			VAR Result =
+			    CALCULATE(
+			        SUM('R-t4-DailyNodeRuntimeAvgFailure'[Avg. Failure]),
+			        'R-t4-DailyNodeRuntimeAvgFailure'[Week] = LatestWeek,
+			        'R-t4-DailyNodeRuntimeAvgFailure'[Avg. Failure] <> 0
+			    )
+			RETURN COALESCE(Result, 0)
+		lineageTag: c976fd82-b9d8-4930-a96b-38e9a9c57725
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure FailureNodeL4 = ```
+			
+			VAR LatestWeek = [MaxWeekR]
+			VAR Result = 
+			    CALCULATE(
+			        SUM('R-t4-DailyNodeRuntimeAvgFailure'[Avg. Failure]),
+			        'R-t4-DailyNodeRuntimeAvgFailure'[Week] = LatestWeek,
+			        'R-t4-DailyNodeRuntimeAvgFailure'[Avg. Failure] <> 0
+			    )
+			RETURN
+			    COALESCE(Result, 0)
+			```
+		lineageTag: c7145d78-76c4-4828-abef-ecfa5e7f0afb
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	measure FailureNodeChange4 =
+			
+			IF(
+			    [FailureNodesP4] > [FailureNodeL4],
+			    "decreased",
+			    IF(
+			        [FailureNodesP4] < [FailureNodeL4],
+			        "increased",
+			        "unchanged"
+			    )
+			)
+		lineageTag: 94df461b-1b2d-4954-844d-51091c6bff2a
+
+	measure 'Reliability Alert' = ```
+			
+			    SWITCH(
+			        TRUE(),
+			
+			        [FailureNodeL4] >= 3,
+			        "Large failure node count may affect SLA. Please investigate.",
+			    
+			        BLANK() -- Returns nothing if the condition is not met
+			    )
+			```
+		lineageTag: 8a823e8c-d83f-4cf2-aab9-ae969f9a96b4
+
+	measure HideRows =
+			
+			IF(
+			    ISBLANK(SUM('R-t4-DailyNodeRuntimeAvgFailure'[Avg. Failure])) || SUM('R-t4-DailyNodeRuntimeAvgFailure'[Avg. Failure]) = 0,
+			    0, // Value to indicate "hide"
+			    1  // Value to indicate "show"
+			)
+		formatString: 0
+		lineageTag: 2523c6a2-5ad5-48c7-bc4d-f5c70d40775f
+
+	column Week
+		formatString: 0
+		lineageTag: c77826d1-cb22-49f9-a824-3774e1fabfd4
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: R-r1-na[Week]
+
+		annotation SummarizationSetBy = User
+
+	column Date
+		formatString: yyyy-mm-dd
+		lineageTag: 80a1b9b2-ec3a-499e-bb16-b73223035c75
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: R-r1-na[Date]
+
+		variation Variation
+			isDefault
+			relationship: 93ea38d2-0d4c-4f5e-bcc6-c9f267787c11
+			defaultHierarchy: LocalDateTable_4df5af18-8bd0-4a4a-a27d-e2f18cd371c6.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+		annotation PBI_FormatHint = {"isDateTimeCustom":true}
+
+	column Endpoint
+		lineageTag: 0e7dd4dd-71ff-4813-823d-07ff162aacbd
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: R-r1-na[Endpoint]
+
+		annotation SummarizationSetBy = Automatic
+
+	column 'Avg. Failure'
+		lineageTag: b771fa6d-6cfa-4470-ae5a-6004e049dd09
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: [Avg. Failure]
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column Category
+		lineageTag: 88761193-672c-428d-a640-270903482176
+		summarizeBy: none
+		isNameInferred
+		sourceColumn: R-r1-na[Category]
+
+		annotation SummarizationSetBy = Automatic
+
+	partition R-t4-DailyNodeRuntimeAvgFailure = calculated
+		mode: import
+		source = ```
+				
+				ADDCOLUMNS(
+				    SUMMARIZE(
+				        'R-r1-na',
+				        'R-r1-na'[Week],
+				        'R-r1-na'[Date],
+				        'R-r1-na'[Endpoint],
+				        'R-r1-na'[Category]
+				    ),
+				    "Avg. Failure", 
+				    DIVIDE(
+				        SUMX(
+				            FILTER(
+				                'R-r1-na',
+				                'R-r1-na'[Week] = EARLIER('R-r1-na'[Week] ) &&
+				                'R-r1-na'[Endpoint] = EARLIER('R-r1-na'[Endpoint]) &&
+				                'R-r1-na'[Category] = EARLIER('R-r1-na'[Category])
+				            ),
+				            'R-r1-na'[WeeklyTotal]
+				        ),
+				        AVERAGEX(
+				            FILTER(
+				                'R-r1-na',
+				                'R-r1-na'[Week] = EARLIER('R-r1-na'[Week]) &&
+				                'R-r1-na'[Endpoint] = EARLIER('R-r1-na'[Endpoint]) &&
+				                'R-r1-na'[Category] = EARLIER('R-r1-na'[Category])
+				            ),
+				            'R-r1-na'[DaysinWeek]
+				        ),
+				        0
+				    )
+				)
+				```
+
+	annotation PBI_Id = 8920d8a619a046319ecdb3cd4955055c
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimEndpoint.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimEndpoint.tmdl
new file mode 100644
index 00000000..42f7efc4
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimEndpoint.tmdl
@@ -0,0 +1,27 @@
+table RDimEndpoint
+	lineageTag: 7d3eb6d1-97d1-4fff-bcbf-b9d40b25fd14
+
+	column Endpoint
+		dataType: string
+		lineageTag: aa44325f-6a4e-43a9-b94a-23d7bcf71974
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	partition RDimEndpoint = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #"R-t0-DailyNodeRuntimeAvgFailure",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"Endpoint"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates",{{"Endpoint", Order.Ascending}})
+				in
+				    #"Sorted Rows"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimEndpoint_stage1.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimEndpoint_stage1.tmdl
new file mode 100644
index 00000000..d60420af
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimEndpoint_stage1.tmdl
@@ -0,0 +1,27 @@
+table RDimEndpoint_stage1
+	lineageTag: f91a9b5e-77f2-41ae-bef7-c8c38305915c
+
+	column Endpoint
+		dataType: string
+		lineageTag: 61b94f24-c234-4dca-8842-c9286ee27243
+		summarizeBy: none
+		sourceColumn: Endpoint
+
+		annotation SummarizationSetBy = Automatic
+
+	partition RDimEndpoint_stage1 = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #"R-t1-NodeFailureCategorization",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"Endpoint"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates",{{"Endpoint", Order.Ascending}})
+				in
+				    #"Sorted Rows"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimFailurecat.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimFailurecat.tmdl
new file mode 100644
index 00000000..f32f07c1
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimFailurecat.tmdl
@@ -0,0 +1,28 @@
+table RDimFailurecat
+	lineageTag: 1824dd92-3dd5-4d1c-8d7f-b24eb809ee42
+
+	column Category
+		dataType: string
+		lineageTag: 8f5dc367-ffb1-4722-8695-3883947d4b77
+		summarizeBy: none
+		sourceColumn: Category
+
+		annotation SummarizationSetBy = Automatic
+
+	partition RDimFailurecat = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #"R-t3-DailyOccurrenceofNodeFailuresRuntime",
+				    #"Removed Other Columns1" = Table.SelectColumns(Source,{"CategoryNew"}),
+				    #"Removed Duplicates1" = Table.Distinct(#"Removed Other Columns1"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates1",{{"CategoryNew", Order.Ascending}}),
+				    #"Renamed Columns" = Table.RenameColumns(#"Sorted Rows",{{"CategoryNew", "Category"}})
+				in
+				    #"Renamed Columns"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimWeek.tmdl b/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimWeek.tmdl
new file mode 100644
index 00000000..f54e9120
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/definition/tables/RDimWeek.tmdl
@@ -0,0 +1,39 @@
+table RDimWeek
+	lineageTag: 9760cfed-2382-4b8f-aaa9-733780d7f93d
+
+	measure MaxWeekR =
+			
+			CALCULATE(
+			    MAXX(
+			        ALLSELECTED('RDimWeek'[Week]), -- Assuming your slicer is on 't0'[Week]
+			        'RDimWeek'[Week]
+			    )
+			)
+		formatString: 0
+		lineageTag: b82e77cc-b8a9-4479-b8e8-2603f7fdb805
+
+	column Week
+		dataType: int64
+		formatString: 0
+		lineageTag: 90fbf2a9-21ed-489a-8594-1ff1216cfa11
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = User
+
+	partition RDimWeek = m
+		mode: import
+		queryGroup: Reliability
+		source =
+				let
+				    Source = #"R-t0-DailyNodeRuntimeAvgFailure",
+				    #"Removed Other Columns" = Table.SelectColumns(Source,{"Week"}),
+				    #"Removed Duplicates" = Table.Distinct(#"Removed Other Columns"),
+				    #"Sorted Rows" = Table.Sort(#"Removed Duplicates",{{"Week", Order.Ascending}})
+				in
+				    #"Sorted Rows"
+
+	annotation PBI_NavigationStepName = Navigation
+
+	annotation PBI_ResultType = Table
+
diff --git a/dashboard/ltp_productivity.SemanticModel/diagramLayout.json b/dashboard/ltp_productivity.SemanticModel/diagramLayout.json
new file mode 100644
index 00000000..6fff303b
--- /dev/null
+++ b/dashboard/ltp_productivity.SemanticModel/diagramLayout.json
@@ -0,0 +1,464 @@
+{
+  "version": "1.1.0",
+  "diagrams": [
+    {
+      "ordinal": 0,
+      "scrollPosition": {
+        "x": 3,
+        "y": 0
+      },
+      "nodes": [
+        {
+          "location": {
+            "x": 852,
+            "y": 50
+          },
+          "nodeIndex": "A-t0-ClusterCapacityStatus",
+          "size": {
+            "height": 200,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 688.68391476954048,
+            "y": 0
+          },
+          "nodeIndex": "R-t0-DailyNodeRuntimeAvgFailure",
+          "size": {
+            "height": 152,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 568,
+            "y": 0
+          },
+          "nodeIndex": "A-r0-na",
+          "size": {
+            "height": 300,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 688.68391476954048,
+            "y": 0
+          },
+          "nodeIndex": "R-t1-NodeFailureCategorization",
+          "size": {
+            "height": 248,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 688.68391476954048,
+            "y": 38
+          },
+          "nodeIndex": "R-t3-DailyOccurrenceofNodeFailuresRuntime",
+          "size": {
+            "height": 224,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 688.68391476954048,
+            "y": 0
+          },
+          "nodeIndex": "R-r0-na",
+          "size": {
+            "height": 300,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 568,
+            "y": 98
+          },
+          "nodeIndex": "R-r0-ColumnEmpty",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 852,
+            "y": 98
+          },
+          "nodeIndex": "R-r0-ColumnHardware",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 98
+          },
+          "nodeIndex": "R-r0-ColumnPlatform",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1420,
+            "y": 98
+          },
+          "nodeIndex": "R-r0-ColumnUser",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 62
+          },
+          "nodeIndex": "R-t2-NodeFailureRCABreakdown",
+          "size": {
+            "height": 176,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 74
+          },
+          "nodeIndex": "NR-t1-CordonNodeRecycleTime",
+          "size": {
+            "height": 152,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 14
+          },
+          "nodeIndex": "NR-t0-ORFNodeRecycleTime",
+          "size": {
+            "height": 272,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 0
+          },
+          "nodeIndex": "A-r2-na",
+          "size": {
+            "height": 296,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 50
+          },
+          "nodeIndex": "A-t5-DetailsofWeekAppended",
+          "size": {
+            "height": 200,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 50
+          },
+          "nodeIndex": "A-t4-AvailabilityStatus",
+          "size": {
+            "height": 200,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 86
+          },
+          "nodeIndex": "M-t0-MTBFbyNode",
+          "size": {
+            "height": 128,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 98
+          },
+          "nodeIndex": "R-r0-ColumnUnknown",
+          "nodeLineageTag": "c345e766-500c-4171-8934-d4618261243b",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 98
+          },
+          "nodeIndex": "ADimWeek",
+          "nodeLineageTag": "9515ff61-fc22-44fe-9288-132487cfcfca",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1136,
+            "y": 0
+          },
+          "nodeIndex": "ADimClustername",
+          "nodeLineageTag": "ce3bd8a2-ba67-44cd-a8c4-e59d172d6867",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1498.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "ADimClustername_stage1",
+          "nodeLineageTag": "e0c927c0-921f-4bf2-9231-4b0ca206c77d",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "ADimEndpoint",
+          "nodeLineageTag": "bf4bd3bf-4efb-41fa-ad5b-a8e47438cde7",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "RDimWeek",
+          "nodeLineageTag": "9760cfed-2382-4b8f-aaa9-733780d7f93d",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "RDimEndpoint_stage1",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "RDimEndpoint",
+          "nodeLineageTag": "7d3eb6d1-97d1-4fff-bcbf-b9d40b25fd14",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "CalendarTable",
+          "size": {
+            "height": 200,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "RDimFailurecat",
+          "nodeLineageTag": "1824dd92-3dd5-4d1c-8d7f-b24eb809ee42",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "R-r1-na",
+          "size": {
+            "height": 224,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "R-t4-DailyNodeRuntimeAvgFailure",
+          "size": {
+            "height": 200,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "ADimWeek_stage1",
+          "nodeLineageTag": "dd1b64d0-3ca6-48a0-ad00-a2f3f28e843f",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "J-r2-JobSummary",
+          "size": {
+            "height": 300,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "J-t4-JobDuration",
+          "size": {
+            "height": 200,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "M-r0-HWJobActions",
+          "size": {
+            "height": 300,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "JDimGpuCount",
+          "nodeLineageTag": "2fb7d992-08ed-4843-bfad-78236d3dd790",
+          "size": {
+            "height": 104,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "J-r3-JobReact",
+          "size": {
+            "height": 300,
+            "width": 234
+          },
+          "zIndex": 0
+        },
+        {
+          "location": {
+            "x": 1214.0351514233494,
+            "y": 0
+          },
+          "nodeIndex": "J-t5-JobReactTime",
+          "size": {
+            "height": 200,
+            "width": 234
+          },
+          "zIndex": 0
+        }
+      ],
+      "name": "All tables",
+      "zoomValue": 100,
+      "pinKeyFieldsToTop": false,
+      "showExtraHeaderInfo": false,
+      "hideKeyFieldsWhenCollapsed": false,
+      "tablesLocked": false
+    }
+  ],
+  "selectedDiagram": "All tables",
+  "defaultDiagram": "All tables"
+}
\ No newline at end of file
diff --git a/dashboard/ltp_productivity.pbip b/dashboard/ltp_productivity.pbip
new file mode 100644
index 00000000..ada838fe
--- /dev/null
+++ b/dashboard/ltp_productivity.pbip
@@ -0,0 +1,14 @@
+{
+  "$schema": "https://developer.microsoft.com/json-schemas/fabric/pbip/pbipProperties/1.0.0/schema.json",
+  "version": "1.0",
+  "artifacts": [
+    {
+      "report": {
+        "path": "ltp_productivity.Report"
+      }
+    }
+  ],
+  "settings": {
+    "enableAutoRecovery": true
+  }
+}
\ No newline at end of file
diff --git a/dashboard/table_to_backup/A-r0-na.tmdl b/dashboard/table_to_backup/A-r0-na.tmdl
new file mode 100644
index 00000000..000349df
--- /dev/null
+++ b/dashboard/table_to_backup/A-r0-na.tmdl
@@ -0,0 +1,156 @@
+table A-r0-na
+	lineageTag: e776bc6b-e5e5-4d30-86e8-ab5638122a84
+
+	column Week
+		dataType: string
+		sourceProviderType: nvarchar(max)
+		lineageTag: c622be15-5d1e-4521-9de7-426ed07db94a
+		summarizeBy: none
+		sourceColumn: Week
+
+		annotation SummarizationSetBy = Automatic
+
+	column Cluster
+		dataType: string
+		sourceProviderType: nvarchar(max)
+		lineageTag: aac3cf21-ae29-45c9-8a0f-f3aed2af9e89
+		summarizeBy: none
+		sourceColumn: Cluster
+
+		annotation SummarizationSetBy = Automatic
+
+	column AvgTotal
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 8891d846-2d80-46d6-8e55-6e279f94fc1d
+		summarizeBy: none
+		sourceColumn: AvgTotal
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgReadyEmpty
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 0a055749-ef4f-4af6-a6fe-85c0fbd09a1e
+		summarizeBy: none
+		sourceColumn: AvgReadyEmpty
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgReadyUsed
+		dataType: double
+		sourceProviderType: double
+		lineageTag: db8c44ff-e54a-4317-a627-7d814a219986
+		summarizeBy: none
+		sourceColumn: AvgReadyUsed
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgOFR
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 010c1c52-3f87-4bbd-ac1b-80c675da2ed9
+		summarizeBy: none
+		sourceColumn: AvgOFR
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgUnallocatable
+		dataType: double
+		sourceProviderType: double
+		lineageTag: b39030f4-ba2c-4305-85ac-439cf7adb80c
+		summarizeBy: none
+		sourceColumn: AvgUnallocatable
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgHumanInvestigate
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 2361df57-a086-4635-b555-3d12558b08b2
+		summarizeBy: none
+		sourceColumn: AvgHumanInvestigate
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgExcluded
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 4e721c98-16b2-47f5-a6f1-4147d4737110
+		summarizeBy: none
+		sourceColumn: AvgExcluded
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgProbation
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 2633f92f-a2c2-49f2-a60c-e487a7d299c2
+		summarizeBy: none
+		sourceColumn: AvgProbation
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column AvgSuspected
+		dataType: double
+		sourceProviderType: double
+		lineageTag: 561ff4b9-f46c-4829-b943-d26dcf84f04d
+		summarizeBy: none
+		sourceColumn: AvgSuspected
+
+		annotation SummarizationSetBy = User
+
+		annotation PBI_FormatHint = {"isGeneralNumber":true}
+
+	column TIMESTAMP
+		dataType: dateTime
+		formatString: General Date
+		lineageTag: 0ffff2bc-ffc1-40c6-ba51-a56f74af5b7e
+		summarizeBy: none
+		sourceColumn: TIMESTAMP
+
+		variation Variation
+			isDefault
+			relationship: 51b89cd0-a1d5-45c3-8dcc-43b9d45a0f3c
+			defaultHierarchy: LocalDateTable_d10fffc0-c90f-45e8-95eb-b568055c2da3.'Date Hierarchy'
+
+		annotation SummarizationSetBy = Automatic
+
+	column WeekNum
+		dataType: int64
+		formatString: 0
+		lineageTag: cfc0d7bf-f7d1-45b2-ac30-667714032308
+		summarizeBy: sum
+		sourceColumn: WeekNum
+
+		annotation SummarizationSetBy = Automatic
+
+	partition A-r0-na = m
+		mode: import
+		queryGroup: Availability
+		source =
+				let
+				    Source = AzureDataExplorer.Contents("azcore.centralus", "Fc", "let startdate = datetime(2025-03-20);#(lf)let enddate = now();#(lf)let tenantList = cluster('https://luciatrainingplatform.westcentralus.kusto.windows.net/').database('production').ClusterVMSSInfo#(lf)| distinct ClusterName;#(lf)let snapshot = cluster('https://azcore.centralus.kusto.windows.net').database('Fc').LogContainerPolicySnapshot#(lf)| where PreciseTimeStamp between (startdate .. enddate)#(lf)| where Tenant in (tenantList)#(lf)| distinct Tenant;#(lf)cluster('https://azcore.centralus.kusto.windows.net').database('AzureCP').MycroftNodeSnapshot#(lf)| where PreciseTimeStamp between (startdate .. enddate)#(lf)| where ClusterName in (snapshot)#(lf)| where MachinePoolName contains ""MP2""#(lf)| distinct NodeId, MachinePoolName#(lf)| join kind=rightouter (#(lf)    cluster('https://azcore.centralus.kusto.windows.net').database('AzureCP').MycroftNodeHealthSnapshot#(lf)    | where PreciseTimeStamp between (startdate .. enddate)#(lf)    | where ClusterName in (snapshot)#(lf)) on NodeId#(lf)| extend Day = bin(PreciseTimeStamp, 1d)#(lf)| summarize arg_max(PreciseTimeStamp, *) by NodeId, Day#(lf)| summarize arg_max(PreciseTimeStamp, NsdState, AvailabilityState, ContainerCount, FaultInfo) by ClusterName, NodeId, Day#(lf)| summarize#(lf)    ready_used =countif(NsdState == ""Ready"" and ContainerCount == 1),#(lf)    ready_avail_empty = countif(NsdState == ""Ready"" and AvailabilityState == ""Available"" and ContainerCount == 0),#(lf)    ofr = countif(NsdState == ""OutForRepair""),#(lf)    hi = countif(NsdState == ""HumanInvestigate""),#(lf)    exc = countif(NsdState == ""Excluded""),#(lf)    prob = countif(AvailabilityState == ""Probation""),#(lf)    suspected = countif(AvailabilityState == ""Suspected""),#(lf)    total = count(),#(lf)    ua = countif(NsdState == ""Ready"" and AvailabilityState == ""Unallocatable"")#(lf)    by ClusterName, Day#(lf)| extend DayOfWeek = dayofweek(Day)#(lf)| extend WeekStart = iif(DayOfWeek == 0d, startofweek(Day,-1) + 1d, startofweek(Day) + 1d)#(lf)| project Day, Week = format_datetime(WeekStart, 'yyyy-MM-dd'), Cluster = ClusterName, Total = total, ReadyEmpty = ready_avail_empty, ReadyContainer=ready_used, OFR=ofr, Unallocatable=ua, HumanInvestigate=hi, Excluded=exc,Probation=prob,Suspected=suspected #(lf)| summarize#(lf)    AvgTotal = round(avg(Total), 2),#(lf)    AvgReadyEmpty = round(avg(ReadyEmpty), 2),#(lf)    AvgReadyUsed = round(avg(ReadyContainer), 2),#(lf)    AvgOFR = round(avg(OFR), 2),#(lf)    AvgUnallocatable = round(avg(Unallocatable), 2),#(lf)    AvgHumanInvestigate = round(avg(HumanInvestigate), 2),#(lf)    AvgExcluded = round(avg(Excluded), 2),#(lf)    AvgProbation = round(avg(Probation), 2),#(lf)    AvgSuspected = round(avg(Suspected), 2)#(lf)    by Week, Cluster#(lf)| order by Week asc#(lf)| extend TIMESTAMP = todatetime(Week)#(lf)| extend WeekNum = weekofyear(startofweek(TIMESTAMP - 1d, 0))", [MaxRows=null, MaxSize=null, NoTruncate=null, AdditionalSetStatements=null])
+				in
+				    Source
+
+	annotation PBI_ResultType = Table
+
+	annotation PBI_NavigationStepName = Navigation
+
diff --git a/deployment/checkCmd.py b/deployment/checkCmd.py
index cbb0003e..d99db61b 100644
--- a/deployment/checkCmd.py
+++ b/deployment/checkCmd.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from .clusterObjectModel.cluster_object_model import cluster_object_model
 import os
 import logging
diff --git a/deployment/configCmd.py b/deployment/configCmd.py
index d15ecdb1..d29ce8ff 100644
--- a/deployment/configCmd.py
+++ b/deployment/configCmd.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import argparse
 from deployment.confStorage.download import download_configuration
diff --git a/deployment/layoutCmd.py b/deployment/layoutCmd.py
index 3440af82..d1010a3c 100644
--- a/deployment/layoutCmd.py
+++ b/deployment/layoutCmd.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import yaml
 import logging
diff --git a/deployment/paiLibrary/common/template_handler.py b/deployment/paiLibrary/common/template_handler.py
index fc7f3041..1e39dd04 100644
--- a/deployment/paiLibrary/common/template_handler.py
+++ b/deployment/paiLibrary/common/template_handler.py
@@ -18,14 +18,52 @@
 import jinja2
 import logging
 import logging.config
+import os
 
 
 logger = logging.getLogger(__name__)
 
 def generate_from_template_dict(template_data, map_table):
-
-    generated_file = jinja2.Template(template_data).render(
-        map_table
-    )
-
+    """
+    Generate content from template using Jinja2 with lookup function support.
+    
+    Args:
+        template_data: The template string content
+        map_table: Dictionary containing variables for template rendering
+        
+    Returns:
+        Rendered template content
+    """
+    generated_file = None
+    if 'lookup' not in template_data:
+        generated_file = jinja2.Template(template_data).render(
+            map_table
+        )
+    else:
+        # Create a Jinja2 environment with FileSystemLoader to support lookup function
+        # Use the current working directory as the base path for file lookups
+        env = jinja2.Environment(
+            loader=jinja2.FileSystemLoader(os.getcwd()),
+            undefined=jinja2.StrictUndefined
+        )
+        
+        # Add lookup function to the environment
+        def lookup_function(name, path):
+            """Custom lookup function to read files"""
+            try:
+                with open(path, 'r') as f:
+                    return f.read()
+            except Exception as e:
+                logger.warning(f"Failed to read file {path}: {e}")
+                logger.warning(f"Current working directory: {os.getcwd()}")
+                return f"# Error reading file {path}: {e}"
+        
+        env.globals['lookup'] = lookup_function
+        
+        # Create template from the provided template data
+        template = env.from_string(template_data)
+        
+        # Render the template with the provided variables
+        generated_file = template.render(map_table)
+    
     return generated_file
diff --git a/deployment/tools/configMigration.py b/deployment/tools/configMigration.py
index 0f3de4c1..59a7c763 100644
--- a/deployment/tools/configMigration.py
+++ b/deployment/tools/configMigration.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import shutil
 import yaml
 import os
diff --git a/deployment/tools/pluginIdMigration.py b/deployment/tools/pluginIdMigration.py
index 4ca5bff7..01bc16ba 100644
--- a/deployment/tools/pluginIdMigration.py
+++ b/deployment/tools/pluginIdMigration.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import shutil
 import yaml
 import os
diff --git a/deployment/utility/pai_version.py b/deployment/utility/pai_version.py
index 7160962d..266a73fe 100644
--- a/deployment/utility/pai_version.py
+++ b/deployment/utility/pai_version.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import subprocess
 import logging
diff --git a/deployment/utilityCmd.py b/deployment/utilityCmd.py
index 24eae748..43e12a2c 100644
--- a/deployment/utilityCmd.py
+++ b/deployment/utilityCmd.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import sys
 import logging
diff --git a/docs/LuciaTrainingPlatform/blog/2025-04-30-release-1-0.md b/docs/LuciaTrainingPlatform/blog/2025-04-30-release-1-0.md
new file mode 100644
index 00000000..e519adc8
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/blog/2025-04-30-release-1-0.md
@@ -0,0 +1,32 @@
+---
+slug: release-ltp-v1.0
+title: Releasing Lucia Training Platform v1.0
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.0.0**!
+
+## Lucia Training Platform v1.0.0 Release Notes
+
+This inaugural release establishes Lucia Training Platform as a comprehensive AI platform solution, built on the foundation of OpenPAI with significant enhancements and customizations for enterprise AI workloads.
+
+## Platform Features & Stability
+- Updated Virtual Machine Scale Set deployment scripts with MI300 GPU support and kubelet bug fixes
+- Fixed launch order issues between AMD device plugin and AMDGPU module loading
+- Fixed local disk mounting into containers for high-speed data loading
+- Implemented priority restrictions for production jobs to ensure resource allocation
+- Automated daily backup of user logs to blob storage with cordon trigger functionality
+- Updated OpenPAI-runtime image to resolve SSH crashes in large-scale training jobs
+- Added refresh API to clean storage cache when new Persistent Volumes (PV) or Persistent Volume Claims (PVC) are added
+- Implemented automated email notifications for production jobs to specific user groups
+
+## Job Reliability & Monitoring
+- Implemented automatic detection metrics and rules for AMD GPU issues during runtime
+- Enabled job execution on specific cordoned nodes for admin management
+- Automated node cordoning and uncordoning with single node validation
+- Added support for monitoring count of per-VC available/used nodes in Prometheus
+
+## User Experience
+- Complete revision of the homepage with acknowledgment of OpenPAI's great contribution
+- Updated all titles and references from OpenPAI to Lucia Training Platform (LTP) throughout the web portal
diff --git a/docs/LuciaTrainingPlatform/blog/2025-06-20-release-1-1.md b/docs/LuciaTrainingPlatform/blog/2025-06-20-release-1-1.md
new file mode 100644
index 00000000..2faa4862
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/blog/2025-06-20-release-1-1.md
@@ -0,0 +1,30 @@
+---
+slug: release-ltp-v1.1
+title: Releasing Lucia Training Platform v1.1
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.1.0**!
+
+## Lucia Training Platform v1.1.0 Release Notes
+
+This release introduces new inference capabilities, enhanced stability improvements, comprehensive monitoring systems, and significant security enhancements.
+
+## Platform Features & Stability
+- Added support for inference job submission
+- Added prototype user interface with webportal plugin
+
+## Job Reliability & Monitoring
+- Automated Azure VM recycling and validation processing workflows
+- Automated pipeline for submitting ICM tickets for unhealthy Azure VMs.
+- Kusto database implementation for action status tracking, node status monitoring, and job status analytics
+
+## User Experience
+- Enhanced dashboard with comprehensive platform performance metrics
+
+## Security
+- Forced upgrades of operating system, Linux, and Python packages to address security vulnerabilities
+- Updated Golang and Node.js packages to latest secure versions
+- Disabled and replaced unapproved registries (non-ACR/MCR) on LTP platform
+- Disabled SSH access for all users to enhance security posture
diff --git a/docs/LuciaTrainingPlatform/blog/2025-08-11-release-1-2.md b/docs/LuciaTrainingPlatform/blog/2025-08-11-release-1-2.md
new file mode 100644
index 00000000..ab302b52
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/blog/2025-08-11-release-1-2.md
@@ -0,0 +1,40 @@
+---
+slug: release-ltp-v1.2
+title: Releasing Lucia Training Platform v1.2
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.2.0**!
+
+## Lucia Training Platform v1.2.0 Release Notes
+
+This release introduces significant new features, enhanced reliability monitoring, improved user experience, and strengthened security measures.
+
+## Platform Features & Stability
+- Virtual Cluster administrators can now stop jobs in their own VC
+- Enhanced inference job interface with external IP gateway support
+- Portal displays only active clusters for improved user experience
+- Enhanced job execution capabilities with Docker support within jobs
+- Resolved CUDA version mismatch issues causing job-exporter crashes
+- Fixed configuration refresh issues when updating user settings
+- Resolved blob mount failures and Azure copy token issues
+
+## Local Storage
+- Local storage service with user API interface implementation
+- Integration with node recycling processes
+
+## Job Reliability & Monitoring
+- Initial automatic node failure detection module design and implementation
+- Enhanced job monitoring kusto data pipeline with summary and reaction time tracking
+- Proactive alerting email for certificate expiration management
+
+## User Experience
+- Added webportal plugin integration for Copilot functionality
+- Initial backend support for Copilot features
+- Enhanced dashboard with comprehensive platform metrics
+- Added Mean Time Between Incidents (MTBI) tracking for virtual machines and nodes in dashboard
+
+## Security
+- Updates to address security vulnerabilities in container images
+- Kubernetes version upgrade for enhanced security and performance
diff --git a/docs/LuciaTrainingPlatform/blog/2025-09-30-release-1-3.md b/docs/LuciaTrainingPlatform/blog/2025-09-30-release-1-3.md
new file mode 100644
index 00000000..8200bbfd
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/blog/2025-09-30-release-1-3.md
@@ -0,0 +1,50 @@
+---
+slug: release-ltp-v1.3
+title: Releasing Lucia Training Platform v1.3
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.3.0**!
+
+## Lucia Training Platform v1.3.0 Release Notes
+
+This release brings significant improvements across platform stability, inference capabilities, user experience, and security enhancements.
+
+## Platform Features & Stability
+- Migrated PostgreSQL database to Azure disk for improved performance
+- Upgraded blobfuse version to support non-empty cache folder
+- Integrated ssh-proxy and utilization reporter services
+- Added local disk support for Prometheus deployment
+- Added H200 GPU support for VMSS provisioning scripts
+- Updated Kubernetes deployment scripts for Kubespray compatibility on Bare Metal Machines
+- CI/CD: Added GitHub workflow to build and deploy changed services
+- Fixed GPU and default eth detection in job exporter
+- Updated /etc/hosts for DNS records
+- Added alert logging webhook in alert manager
+
+## Inference Plugin
+- Added support for output streaming in web portal
+- Implemented long-context thinking output folding support
+- Deployed inference model proxy service for improved model serving
+- Messages now display as markdown and copy as plain text
+
+## Tools
+- Added comprehensive administration tools for LTP service management
+
+## Security
+- Upgraded Dockerfiles with latest system updates
+- Added Docker-in-Docker (dind) support for Webportal
+
+## User Experience
+- Code refactoring for improved maintainability
+- Integrated Copilot SGLANG/OpenAI Interface backend support
+- Added Copilot support for Dashboard Metrics visualization
+- Implemented User Feedback Loop design and functionality
+- Added VC based user group membership authentication
+
+## License
+- Added Microsoft license headers to examples directory
+- Added Microsoft license headers to contrib directory
+- Added Microsoft license headers to deployment directory
+- Added Microsoft license headers to src directory
diff --git a/docs/LuciaTrainingPlatform/blog/2025-11-28-release-1-4.md b/docs/LuciaTrainingPlatform/blog/2025-11-28-release-1-4.md
new file mode 100644
index 00000000..c9107ab7
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/blog/2025-11-28-release-1-4.md
@@ -0,0 +1,43 @@
+---
+slug: release-ltp-v1.4
+title: Releasing Lucia Training Platform v1.4
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.4.0**!
+
+## Lucia Training Platform v1.4.0 Release Notes
+
+This release brings significant improvements across platform stability, inference capabilities, CI/CD automation, security enhancements, and user experience.
+
+## Platform Features & Stability
+- Fixed Blobfuse2 installation failure
+- Fixed slow portal response issues
+- Fixed deployment issues on arm64 architecture and bare metal machines
+- Added image regex to support valid image limitation
+- Added webportal plugin for cluster local storage
+- Added tolerance and priority class in cluster-local-storage
+- Created PostgreSQL backend and support backend switch with Kusto
+
+## Inference Plugin
+- Inference plugin support for model proxy
+- Added support for training/inference job type in restserver
+- Added support for training/inference job type in webportal
+- Support inference job type in model proxy
+
+## CI/CD
+- Added CI/CD workflow to build all service images
+- Enabled imagelist argument for image build script
+- Fixed copy error in building image process
+- Fix cicd errors when branch creation and building all images
+
+## Security
+- Upgraded Dockerfiles with latest system updates
+- Fixed credentials exposure in source code
+- Updated Cilium to latest version
+
+## User Experience
+- Added comprehensive user manual documentation
+- Improved Copilot test experience
+
diff --git a/docs/LuciaTrainingPlatform/blog/2026-02-06-release-1-5.md b/docs/LuciaTrainingPlatform/blog/2026-02-06-release-1-5.md
new file mode 100644
index 00000000..56b4aa1f
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/blog/2026-02-06-release-1-5.md
@@ -0,0 +1,39 @@
+---
+slug: release-ltp-v1.5
+title: Releasing Lucia Training Platform v1.5
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.5.0**!
+
+## Lucia Training Platform v1.5.0 Release Notes
+
+This release focuses on platform stability improvements, deployment enhancements, hardware compatibility, and security updates.
+
+## Platform Features & Stability
+- Added feature to track user's historical jobs in non-existing virtual clusters including the job status and logs
+- Support for assigning custom job names
+- Update the workflow trigger conditions to make the workflow triggered and executed only when a pull request targeting main, dev or release/* branch is closed
+
+## Deployment & Hardware Support
+- Fixed kubespray deployment on bare metal when cffi package is installed by package manager
+- Fixed NUMA parsing in job exporter on GB200 hardware
+- Fixed job exporter compatibility issue on ARM nodes
+- Enhanced multi-architecture support across platform components
+
+## Security
+- Updated Kubernetes scheduler version to 1.33.1
+- Updated Go version to 1.24.9 for framework controller, hivedscheduler, and watchdog
+- Updated Node.js packages for alert-handler, job-status-change-notification, rest-server
+- Updated Python packages for cluster local storage, copilot-chat, and dashboard-data-backup
+- Updated RPM packages for database-controller
+- Updated Docker version for webportal-dind
+- Fixed security issues in multiple component dependencies
+- Fixed the module "logger" missing when running DCGM with higher versions
+
+## Storage & Infrastructure
+- Mounted SSH key pairs for cluster local storage
+- Enhanced cluster local storage security and stability
+- Fixed Docker pull problem after Docker version update
+
diff --git a/docs/LuciaTrainingPlatform/manual/admin/cert_update_readme.md b/docs/LuciaTrainingPlatform/manual/admin/cert_update_readme.md
new file mode 100644
index 00000000..756ba43d
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/admin/cert_update_readme.md
@@ -0,0 +1,121 @@
+# Certification Update Readme
+
+There are two kinds of certificate used in the LTP project:
+
+1. **Certification for the OIDC**: This certificate is used to verify the identity of the Azure OIDC provider. This certificate is required by `rest-server` service to ensure that the users accessing the LTP services are authenticated through Azure Active Directory (AAD) using OpenID Connect (OIDC) protocol. 
+
+2. **Certification for the HTTPS**: This certificate is used to secure the web communication between the LTP services and the clients. It ensures that the data transmitted over the network is encrypted and secure. This certificate is required by the `pylon` service.
+
+
+## How to set up the certificate
+
+**OIDC Certification**: 
+
+
+1. Update the OIDC certificate in Azure.
+
+    You can create a new version of this certificate in the Azure KeyVault.
+
+    1. Go to the Azure KeyVault.
+    2. Click on the `Certificates` tab.
+    3. Click on the `openpai-aad` certificate.
+    4. Click on the `New Version` button to create a new version of the certificate.
+
+2. Obtain the OIDC certificate from the Azure.
+
+    * Our OIDC certificate is in a the [Azure KeyVault](https://ms.portal.azure.com/#@microsoft.onmicrosoft.com/resource/subscriptions/c8d60900-6fe3-4e3c-a626-63616f03478f/resourceGroups/openpai/providers/Microsoft.KeyVault/vaults/openpai/overview). You can access it by
+
+    
+    2.1 Obtain by azure CLI:
+
+    * To download the OIDC certificate, you can use the Azure CLI command:
+      ```bash
+        az keyvault secret download --subscription c8d60900-6fe3-4e3c-a626-63616f03478f --vault-name openpai --name openpai-aad --encoding base64 --file ltp-oidc-cert.pfx
+      ```
+    
+    * To get the thumbprint of the OIDC certificate, you can use the Azure CLI command:
+      ```bash
+        az keyvault certificate show --vault-name openpai --name openpai-aad --query "x509ThumbprintHex" -o tsv
+      ```
+    2.2 Obtain by Azure portal:
+
+    * You can also use the Azure portal to download the OIDC certificate and get the thumbprint. 
+      1. Go to the Azure KeyVault.
+      2. Click on the `Certificates` tab.
+      3. Click on the `openpai-aad` certificate.
+      4. Click on the `Download` button to download the certificate in `.pfx` formats.
+      5. The thumbprint is displayed in the certificate details.
+
+3.  Convert the `.pfx` file to `.crt` and `pem` format using the following command:
+    ```bash
+      openssl pkcs12 -in ltp-oidc-cert.pfx -clcerts -nokeys -out ltp-oidc.crt 
+      openssl pkcs12 -in ltp-oidc-cert.pfx -nocerts -nodes -out ltp-oidc.pem
+    ```
+    Press `Enter` when prompted for the password, as the OIDC certificate does not have a password.
+
+
+4. Set the OIDC certificate by configuring the `services-configuration.yaml` file:
+
+    ```yaml
+    authentication:
+      OIDC: true
+      OIDC-type: AAD
+      AAD:
+        ......
+        certificate:
+          thumbprint: <thumbprint>
+          keyPath: <Local path to the .pem file>
+          certPath: <Local path to the .crt file>
+    ```
+
+5. Restart the `rest-server` service to apply the changes. And you should also to restart the alertmanager service to mount the new OIDC certificate for monitoring.
+
+**HTTPS Certification**:
+
+The HTTPS certificate should be renewed for every 3 months.
+
+### Pre-requisites
+To set up the HTTPS certificate, you need to have the following:
+
+1. Install certbot https://certbot.eff.org/ on Ubuntu
+2. Have a domain name (e.g., `openpai.org`) that you own and can manage DNS records for.
+
+The current domain name used in the LTP project is `openpai.org`. It is registered with GoDaddy, and the DNS records are managed there. To log in to the GoDaddy account, you can find the username and password in the `Secrets` of this [Azure KeyVault](https://ms.portal.azure.com/?feature.msaljs=true#@microsoft.onmicrosoft.com/resource/subscriptions/f27cdf3b-ad0f-4d36-9b19-f4957575966c/resourceGroups/sigma/providers/Microsoft.KeyVault/vaults/ltp-secrets/secrets)
+
+### Steps to renew the HTTPS certificate
+
+1. Run command: 
+
+    ```bash
+    sudo certbot certonly -d "*.openpai.org" -a manual --preferred-challenges dns 
+    ```
+
+2. Go to https://dcc.godaddy.com/manage/openpai.org/dns, add corresponding TXT record for dns challenge. 
+   Go to https://developers.google.com/speed/public-dns/cache and flush corresponding TXT record.
+
+3. Wait for 2 minutes and continue the command in step 2.
+
+4. Get fullchain.pem and privkey.pem from /etc/letsencrypt/live/openpai.org/.
+
+5. Run command:
+    ```bash
+    sudo openssl pkcs12 -export -out cert.pfx -inkey privkey.pem -in fullchain.pem 
+    ```
+
+    to get a cert in pfx format, set password to "core666" when exporting pfx cert. 
+
+6. Remove dns challenge TXT record from https://dcc.godaddy.com/manage/openpai.org/dns. 
+
+7. Set the HTTPS certificate to by configuring `pylon` in the `services-configuration.yaml` file:
+
+    ```yaml
+    pylon:
+      # Other configurations...
+      ssl:
+        crt_name: <Name of the .fullchain.pem file>
+        crt_path: <Local path to the .fullchain.pem file>
+        key_name: <Name of the .privkey.pem file>
+        key_path: <Local path to the .privkey.pem file>
+    ```
+
+8. Restart the `pylon` service to apply the changes.
\ No newline at end of file
diff --git a/docs/service_setup_readme.md b/docs/LuciaTrainingPlatform/manual/admin/service_setup_readme.md
similarity index 84%
rename from docs/service_setup_readme.md
rename to docs/LuciaTrainingPlatform/manual/admin/service_setup_readme.md
index 816b70b7..404a861f 100644
--- a/docs/service_setup_readme.md
+++ b/docs/LuciaTrainingPlatform/manual/admin/service_setup_readme.md
@@ -69,7 +69,13 @@ You need to create all required resources in your cloud provider.
     bash contrib/kubespray/script/setup_k8s.sh
     ```
 
-5. Configure three yaml files in <your_config_folder>:
+5. Run
+   ```bash
+   bash contrib/kubespray/script/setup_storage_identity.sh <resourceGroup> <storageIndentityName>
+   ```
+   where `resourceGroup` is the resource group name which the AKS and the managed identity locates in, and `storageIdentityName` is the name of the managed identity which has been assigned the role of "Storage Blob Data Contributer" and "Storage Blob Data Reader" for the storage account where blob locates in.
+
+6. Configure three yaml files in <your_config_folder>:
     * config.yaml
     * layout.yaml
     * services-configuration.yaml
@@ -80,17 +86,18 @@ You need to create all required resources in your cloud provider.
     ```
     And then modify them according to your needs.
 
-6. Run the following command to deploy the services:
+7. Run the following command to deploy the services:
     ```bash
     bash contrib/kubespray/script/start-service-in-dev-box.all.sh -c <your_config_folder> -n <your_cluster_name>
     ```
 
-7. Setup the a domain name for the aks cluster. 
-    7.1 Get the public ip of pylon service by:
+8. Setup the a domain name for the aks cluster.
+    8.1 Get the public ip of pylon service by:
     ```bash
     kubectl get svc 
     ```
-    7.2 Create a domain name and point it to the public ip of pylon service.
-    7.3 Add the new domain name into `openpai-cluster` Application Registration in Azure AD.
+    8.2 Create a domain name and point it to the public ip of pylon service.
+
+    8.3 Add the new domain name into `openpai-cluster` Application Registration in Azure AD.
         * Make sure you are the owner of the `openpai-cluster` Application Registration.
         * Go to Azure portal -> Microsoft Entra iD -> App registrations -> openpai-cluster -> Authentication -> Add a platform -> Web -> Redirect URIs
diff --git a/docs/LuciaTrainingPlatform/manual/user/data/distributed-mpi.yaml b/docs/LuciaTrainingPlatform/manual/user/data/distributed-mpi.yaml
new file mode 100644
index 00000000..82bcc854
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/data/distributed-mpi.yaml
@@ -0,0 +1,59 @@
+protocolVersion: 2
+name: nccl_test_4nodes
+type: job
+jobRetryCount: 0
+prerequisites:
+  - type: dockerimage
+    uri: 'superbench/superbench:v0.10.0-cuda12.2'
+    name: docker_image0
+taskRoles:
+  taskrole:
+    instances: 4
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    taskRetryCount: 0
+    dockerImage: docker_image0
+    extraContainerOptions:
+      infiniband: true
+    resourcePerInstance:
+      gpu: 8
+      cpu: 88
+      memoryMB: 819200
+    commands:
+      - 'if [ "$PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX" -eq 0 ]; then'
+      - mkdir -p /opt/microsoft
+      - >-
+        wget
+        https://raw.githubusercontent.com/Azure/azhpc-images/master/topology/ndv4-topo.xml
+        -O /opt/microsoft/ndv4-topo.xml
+      - >-
+        LD_LIBRARY_PATH=/usr/local/lib:/usr/local/lib:/usr/local/mpi/lib:/opt/hpcx/ucx/lib:$LD_LIBRARY_PATH
+        mpirun -np 32 -H taskrole-0:8,taskrole-1:8,taskrole-2:8,taskrole-3:8
+        --allow-run-as-root --map-by ppr:8:node --bind-to numa  -mca
+        plm_rsh_no_tree_spawn 1 -mca plm_rsh_num_concurrent 800 -mca
+        coll_hcoll_enable 0 -x NCCL_IB_PCI_RELAXED_ORDERING=1 -x
+        NCCL_NET_GDR_LEVEL=5 -x NCCL_MIN_NCHANNELS=32 -x UCX_TLS=rc -x
+        NCCL_ALGO=NVLS,TREE -x NCCL_SOCKET_IFNAME=eth0 -x
+        CUDA_DEVICE_ORDER=PCI_BUS_ID -x NCCL_DEBUG=WARN -x
+        NCCL_TOPO_FILE=/opt/microsoft/ndv4-topo.xml
+        /opt/superbench/bin/all_reduce_perf -b 4M -f 2 -g 1 -G 1 -e 4G -n 5000
+      - else
+      - >-
+        export
+        LD_LIBRARY_PATH=/usr/local/lib:/usr/local/lib:/usr/local/mpi/lib:/opt/hpcx/ucx/lib:$LD_LIBRARY_PATH
+      - mkdir -p /opt/microsoft
+      - >-
+        wget
+        https://raw.githubusercontent.com/Azure/azhpc-images/master/topology/ndv4-topo.xml
+        -O /opt/microsoft/ndv4-topo.xml
+      - sleep 1d
+      - fi
+defaults:
+  virtualCluster: test
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: ssh
+      parameters:
+        jobssh: false
+        sshbarrier: true
diff --git a/docs/LuciaTrainingPlatform/manual/user/data/distributed-torch.yaml b/docs/LuciaTrainingPlatform/manual/user/data/distributed-torch.yaml
new file mode 100644
index 00000000..8c13e97a
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/data/distributed-torch.yaml
@@ -0,0 +1,74 @@
+protocolVersion: 2
+name: mistral_train_4nodes_torch
+type: job
+jobRetryCount: 0
+prerequisites:
+  - type: dockerimage
+    uri: >-
+      nvcr.io/nvidia/pytorch:24.03-py3
+    name: docker_image0
+taskRoles:
+  worker:
+    instances: 2
+    completion:
+      minFailedInstances: 1
+    taskRetryCount: 0
+    dockerImage: docker_image0
+    extraContainerOptions:
+      infiniband: true
+    resourcePerInstance:
+      gpu: 8
+      cpu: 88
+      memoryMB: 819200
+    commands:
+      - echo "prepare network and topology..."
+      - mkdir -p /opt/microsoft
+      - >-
+        wget
+        https://raw.githubusercontent.com/Azure/azhpc-images/master/topology/ndv4-topo.xml
+        -O /opt/microsoft/ndv4-topo.xml
+      - export NCCL_IB_PCI_RELAXED_ORDERING=1
+      - export NCCL_SOCKET_IFNAME=eth0
+      - export CUDA_DEVICE_ORDER=PCI_BUS_ID
+      - export NCCL_NET_GDR_LEVEL=5
+      - export NCCL_TOPO_FILE=/opt/microsoft/ndv4-topo.xml
+      - export NCCL_DEBUG=WARN
+      - ls -alh /mnt/pvc-blob-nfs/
+      - nvidia-smi
+      - echo "Download code..."
+      - >-
+        git clone https://github.com/stanford-crfm/mistral.git
+      - cd mistral
+      - ls -alh .
+      - echo "Install dependencies..."
+      - pip install --upgrade pip --user
+      - pip install deepspeed==0.14.4 --user
+      - pip install datasets numpy tensorboard jsonlines ujson --user
+      - pip install torchinfo torchdata --user
+      - pip install h5py --user
+      - pip install setup/pip-requirements.txt --user
+      - 'echo "[Used Python Env]"'
+      - pip list
+      - echo "Exam environment variables..."
+      - 'echo "node_rank:"$PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX'
+      - 'echo "master_addr:"$PAI_HOST_IP_worker_0'
+      - 'echo "master_port:"$PAI_PORT_LIST_worker_0_http'
+      - export GPU_PER_NODE_COUNT=8
+      - >-
+        export NUM_PROCESS=$((GPU_PER_NODE_COUNT *
+        PAI_TASK_ROLE_TASK_COUNT_worker))
+      - 'echo "gpu count:"$GPU_PER_NODE_COUNT'
+      - 'echo "node count:"$PAI_TASK_ROLE_TASK_COUNT_worker'
+      - 'echo "num process:"$NUM_PROCESS'
+      - echo "Start training..."
+      - >-
+        torchrun --num_gpus $GPU_PER_NODE_COUNT --num_nodes $PAI_TASK_ROLE_TASK_COUNT_worker --master_addr $PAI_HOST_IP_worker_0 --master_port $PAI_PORT_LIST_worker_0_http --node_rank $PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX train.py --config conf/mistral-micro.yaml --training_arguments.fp16 true --training_arguments.per_device_train_batch_size 1 --run_id mistral-micro-multi-gpu
+      - echo "End training..."
+defaults:
+  virtualCluster: test
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: ssh
+      parameters:
+        jobssh: false
+        sshbarrier: true
diff --git a/docs/LuciaTrainingPlatform/manual/user/data/hello-world-job.yaml b/docs/LuciaTrainingPlatform/manual/user/data/hello-world-job.yaml
new file mode 100644
index 00000000..4e53145c
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/data/hello-world-job.yaml
@@ -0,0 +1,64 @@
+protocolVersion: 2
+name: hello-world-job
+type: job
+jobRetryCount: 0
+prerequisites:
+  - type: dockerimage
+    uri: 'nvcr.io/nvidia/pytorch:24.03-py3'
+    name: docker_image0
+taskRoles:
+  taskrole: # the name of the task role, defined by the user
+    instances: 1 # the number of node to run the task role
+    completion:
+      minFailedInstances: 1  # the job will fail if any 1 instances failed
+      minSucceededInstances: -1 # the job will succeed if all instances succeeded
+    taskRetryCount: 0
+    dockerImage: docker_image0 # the docker image name defined in prerequisites
+    extraContainerOptions:
+      infiniband: true
+    resourcePerInstance:
+      gpu: 8 # the resource requirement of each node, it can be less than total GPUs in one node. For example, if you can set it to 1, then divide the total CPU and memory by the total number of GPUs
+      cpu: 88
+      memoryMB: 819200
+    commands:
+        - echo "prepare network and topology..."
+        - mkdir -p /opt/microsoft
+        - >-
+            wget
+            https://raw.githubusercontent.com/Azure/azhpc-images/master/topology/ndv4-topo.xml
+            -O /opt/microsoft/ndv4-topo.xml
+        - export NCCL_IB_PCI_RELAXED_ORDERING=1
+        - export NCCL_SOCKET_IFNAME=eth0
+        - export CUDA_DEVICE_ORDER=PCI_BUS_ID
+        - export NCCL_NET_GDR_LEVEL=5
+        - export NCCL_TOPO_FILE=/opt/microsoft/ndv4-topo.xml
+        - export NCCL_DEBUG=WARN
+        - echo "Exam environment variables..."
+        - 'echo "node_rank:"$PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX'
+        - 'echo "master_addr:"$PAI_HOST_IP_taskrole_0'
+        - 'echo "master_port:"$PAI_PORT_LIST_taskrole_0_http'
+        - export GPU_PER_NODE_COUNT=8
+        - export AZUREML_NODE_COUNT=$PAI_TASK_ROLE_TASK_COUNT_taskrole
+        - export NODE_RANK=$PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX
+        - export MASTER_ADDR=$PAI_HOST_IP_taskrole_0
+        - export MASTER_PORT=$PAI_PORT_LIST_taskrole_0_http
+        - >-
+            export NUM_PROCESS=$((GPU_PER_NODE_COUNT *
+            PAI_TASK_ROLE_TASK_COUNT_taskrole))
+        - 'echo "gpu count:"$GPU_PER_NODE_COUNT'
+        - 'echo "node count:"$PAI_TASK_ROLE_TASK_COUNT_taskrole'
+        - 'echo "num process:"$NUM_PROCESS'
+        - nvidia-smi
+defaults:
+    virtualCluster: test # the virtual cluster to run the job
+extras:
+    hivedScheduler:
+        taskRoles:
+            taskrole:
+                skuNum: 8
+                skuType: A100
+    com.microsoft.pai.runtimeplugin:
+        - plugin: ssh
+          parameters:
+            sshbarrier: true # the barrier will be used to synchronize the setup of the job such as image pull on all nodes before the job starts
+            jobssh: false
diff --git a/docs/LuciaTrainingPlatform/manual/user/docker-images.md b/docs/LuciaTrainingPlatform/manual/user/docker-images.md
new file mode 100644
index 00000000..c309977f
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/docker-images.md
@@ -0,0 +1,39 @@
+# How to Use Docker Images
+
+## Access to Docker Images
+
+### Public Docker Images
+
+Public images on Docker Hub can be pulled directly after the job is submitted.
+
+**Note:** The Docker Hub registry has rate limitations and may cause compliance issues. We highly recommend pulling images from the Azure Container Registry (ACR). In the future, we may disable pulling images directly from Docker Hub.
+
+### Private Docker Images
+
+To use private Docker images, you need to assign the `acrPull` permission to the platform's managed identities in your Azure Container Registry (ACR). Make sure you assign the proper role to all below listed platform's managed identities:
+- principal ID: `<ph:principal_id_acr_0>`
+- principal ID: `<ph:principal_id_acr_1>`
+- principal ID: `<ph:principal_id_acr_2>`
+
+Refer to the detailed instructions in [Grant the identity permissions to access other Azure resources](https://learn.microsoft.com/en-us/azure/container-registry/container-registry-tasks-authentication-managed-identity#3-grant-the-identity-permissions-to-access-other-azure-resources).
+
+Once the permission is granted, the private image from your ACR can be pulled automatically after the job is submitted.
+
+## Set Docker Image in Job Configuration
+
+To use a Docker image in a job, first define the Docker image in the `prerequisites` section of the job configuration file:
+
+```yaml
+prerequisites:
+  - type: dockerimage
+    uri: 'nvcr.io/nvidia/pytorch:24.03-py3' # image URL
+    name: docker_image0
+```
+
+Then set the `dockerImage` in the `taskRoles` section of the job configuration file:
+
+```yaml
+taskRoles:
+  taskrole:
+    dockerImage: docker_image0
+```
diff --git a/docs/LuciaTrainingPlatform/manual/user/email-templates/email-templates-ltp.md b/docs/LuciaTrainingPlatform/manual/user/email-templates/email-templates-ltp.md
new file mode 100644
index 00000000..8ab4dd27
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/email-templates/email-templates-ltp.md
@@ -0,0 +1,245 @@
+# Email Templates, for *Lucia Training Platform Admin*
+
+**IMPORTANT**: Always include the Lucia Training Platform Admin email address in the "To" field to ensure all admins are updated so as to prevent conflicting replies.
+
+## Responses to: Production Job Submission Request
+
+### Approved
+
+---
+
+**Subject:** Approved - Production Job Submission Request
+
+**From:** Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**To:** UserGroup Admin, Lucia Training Platform Admin
+
+**Body:**
+
+Hello UserGroup Admin,
+
+This is to inform you the completion of the Production Job Submission request you made.
+
+**Decision:** Approved
+
+**Effective Date and Time:** [Date and time when users can start to submit production priority jobs. (YYYY-MM-DD, HH:MM:SS, Timezone)]
+
+**Duration:** [Duration before users lose the permission to submit production priority jobs. The default duration is 1 day.]
+
+If you have any questions or issues while using the Lucia Training Platform, please reach out to the support team via the [**Lucia Training Platform** Team Group - **User Feedback** Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.
+
+Best regards,
+
+Lucia Training Platform Admin
+
+---
+
+### Rejected
+
+---
+
+**Subject:** Rejected - Production Job Submission Request
+
+**From:** Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**To:** UserGroup Admin, Lucia Training Platform Admin
+
+**Body:**
+
+Hello UserGroup Admin,
+
+This is to inform you the completion of the Production Job Submission request you made.
+
+**Decision:** Rejected
+
+**Details:** [Please clearly state the reason for rejection. Direct them to applicable LTP resources to facilitate their work.]
+
+If you have any questions or issues while using the Lucia Training Platform, please reach out to the support team via the [**Lucia Training Platform** Team Group - **User Feedback** Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.
+
+Best regards,
+
+Lucia Training Platform Admin
+
+---
+
+## Responses to: VC Allocation Request
+
+### Acknowledgment
+
+---
+
+**Subject:** Acknowledgment of VC Allocation Request
+
+**From:** Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**To:** UserGroup, UserGroup Admin, Lucia Training Platform Admin
+
+**Body:**
+
+Hello UserGroup Admin,
+
+Your VC allocation request has been received. Below are the details of your request as processed by the Lucia Training Platform Admin:
+
+**Allocation Type:** enum(Access VC, Depart VC, Create VC, Delete VC)
+
+**Decision:** enum(Approved, Rejected, Under Review). If the decision is Rejected, please provide a brief explanation to the UserGroup Admin.
+
+**Estimated Time of Completion:** [Expected completion date and time (YYYY-MM-DD, HH:MM:SS, Timezone)]
+
+We appreciate your patience and understanding.
+
+Best regards,
+
+Lucia Training Platform Admin
+
+---
+
+### Completion
+
+---
+
+**Subject:** Completion of VC Allocation Request
+
+**From:** Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**To:** UserGroup, UserGroup Admin, Lucia Training Platform Admin
+
+**Body:**
+
+Hello UserGroup Admin,
+
+We are pleased to inform you that your VC allocation request has been successfully completed.
+
+**Platform URL:** [the exact url]
+
+**Allocation Type:** enum(Access VC, Depart VC, Create VC, Delete VC)
+
+**Quota:** [The assigned GPU model and the number of GPUs, e.g., 512 MI300x. This field is only required if the original request type was Create VC. For other VC Allocation request types, leave it blank.]
+
+**Status:** Completed
+
+**Effective Date and Time:** [Date and time when the change takes effect. (YYYY-MM-DD, HH:MM:SS, Timezone)]
+
+If you have any questions or issues while using the Lucia Training Platform, please reach out to the support team via the [**Lucia Training Platform** Team Group - **User Feedback** Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.
+
+Best regards,
+
+Lucia Training Platform Admin
+
+---
+
+## Responses to: Request for Integrating Private Azure Storage Blob
+
+### Completion
+
+---
+
+**Subject:** Completion of Integrating Private Azure Storage Blob
+
+**From:** Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**To:** UserGroup, UserGroup Admin, Lucia Training Platform Admin
+
+**Body:**
+
+Hello UserGroup Admin,
+
+We are pleased to inform you that your Blob integration request has been successfully completed.
+
+**Resource Group Name:** [The resource group name where the Blob Storage Account was created from]
+
+**Blob URL:** [The full URL to the Blob, e.g. https://<storage_account_name>.blob.core.windows.net/<container_name>/<blob_name>]
+
+**VC:** [VC name(s) targeted by this allocation action]
+
+Please note that all users associated with the UserGroup related to the above VC can access the content of this Blob. Users not associated with this UserGroup do not have access.
+
+If you have any questions or issues while using the Lucia Training Platform, please reach out to the support team via the [**Lucia Training Platform** Team Group - **User Feedback** Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.
+
+Best regards,
+
+Lucia Training Platform Admin
+
+---
+
+## Platform Notification
+
+### VC Assignment Change
+
+---
+
+**Subject:** Notification of VC Assignment Change
+
+**From:** Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**To:** UserGroup(s), UserGroup Admin(s), Lucia Training Platform Admin
+
+**Body:**
+
+Dear Users,
+
+This is to notify you of the following upcoming VC assignment change:
+
+**Effective Date and Time:** [Date and time when this assignment will take effect. (YYYY-MM-DD, HH:MM:SS, Timezone)]
+
+**Platform URL:** [the exact url]
+
+**VC:** [VC name]
+
+**Quota:** [GPU model, number of GPUs being assigned, e.g. 512 MI300x.]
+
+**Assignment Type:** Assignment
+
+**User Groups Added:** [UserGroup names being added]
+
+For any questions or concerns regarding this assignment, please email it to your UserGroup Admin and Lucia Training Platform Admin. If you have any questions or issues while using the Lucia Training Platform, please contact the support team via the [**Lucia Training Platform** Team Group - **User Feedback** Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.
+
+Best regards,
+
+Lucia Training Platform Admin
+
+---
+
+### VC Re-Assignment Change
+
+---
+
+**Subject:** Notification of VC Re-Assignment Change
+
+**From:** Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**To:** UserGroup(s), UserGroup Admin(s), Lucia Training Platform Admin
+
+**Body:**
+
+Dear Users,
+
+This is to notify you of the following upcoming VC re-assignment change:
+
+**Effective Date and Time:** [Date and time when this re-assignment will take effect. (YYYY-MM-DD, HH:MM:SS, Timezone)]
+
+**Platform URL:** [the exact url]
+
+**VC:** [VC name]
+
+**Quota:** [GPU model, number of GPUs being re-assigned, e.g. 512 MI300x.]
+
+**Assignment Type:** Re-Assignment
+
+**User Group Removed:** [UserGroup names being removed]
+
+**User Group Added:** [UserGroup names being added]
+
+**Impact:** 
+- Users in Removed UserGroups: Please save your jobs and log out before the Effective Date and Time.
+- Users in Added UserGroups: Log out and log back in after the Effective Date and Time to ensure resource availability.
+
+We appreciate your understanding and cooperation. These changes are aimed at enhancing overall system efficiency and providing a better experience for everyone.
+
+For any questions or concerns regarding this re-assignment, please email it to your UserGroup Admin and Lucia Training Platform Admin. If you have any questions or issues while using the Lucia Training Platform, please contact the support team via the [**Lucia Training Platform** Team Group - **User Feedback** Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.
+
+Best regards,
+
+Lucia Training Platform Admin
+
+---
diff --git a/docs/LuciaTrainingPlatform/manual/user/email-templates/email-templates-user.md b/docs/LuciaTrainingPlatform/manual/user/email-templates/email-templates-user.md
new file mode 100644
index 00000000..5d478e40
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/email-templates/email-templates-user.md
@@ -0,0 +1,99 @@
+# Email Templates, for *UserGroup Admin*
+
+## Request for VC Allocation
+
+---
+
+**Subject:** Request for VC Allocation
+
+**From:** UserGroup Admin
+
+**To:** Lucia Training Platform Admin Group ([<ph:email_addr_alert>](mailto:<ph:email_addr_alert>)); Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**Body:**
+
+Hello Lucia Training Platform Admin,
+
+I am writing to request approval for **VC allocation**. Please find the details of the request below:
+
+**Allocation Type:** enum(Access VC, Depart VC, Create VC, Delete VC)
+
+**UserGroup:** [UserGroup name(s) who requested this allocation]
+
+**VC:** [VC name(s) targeted by this allocation action]
+
+**Quota:** [GPU model, number of GPUs requested, e.g. 512 MI300x. Must be filled if the Allocation Type is Create VC; can be left blank for Access VC, Depart VC, Delete VC requests]
+
+**Justification:** [The UserGroup Admin must provide a justification if the Allocation Type is either Access VC or Create VC]
+
+**Effective Date and Time:** [Date and time when the requester plans for this allocation to take place. (YYYY-MM-DD, HH:MM:SS, Timezone)]
+
+Thank you for your attention to this request.
+
+Best regards,
+
+Your Name
+
+---
+
+## Request for Production Priority Job Submission Approval
+
+---
+
+**Subject:** Request for Production Priority Job Submission Approval
+
+**From:** UserGroup Admin
+
+**To:** Lucia Training Platform Admin Group ([<ph:email_addr_alert>](mailto:<ph:email_addr_alert>)); Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**Body:**
+
+Hello Lucia Training Platform Admin,
+
+I am writing to request your approval for a **production priority job submission**. Below are the details of the request:
+
+**UserGroup:** [UserGroup name whose member will submit production priority jobs]
+
+**VC:** [VC name these production priority jobs will be submitted to]
+
+**Duration:** [Specify the duration needed for the production job submission. Note that access will expire after 1 day by default unless otherwise specified.]
+
+**Justification:** [Provide a brief description of the usage purpose, urgency, or any other relevant information]
+
+Thank you for considering this request.
+
+Best regards,
+
+Your Name
+
+---
+
+## Request for Integrating Private Azure Storage Blob
+
+---
+
+**Subject:** Request for Integrating Private Azure Storage Blob
+
+**From:** UserGroup Admin
+
+**To:** Lucia Training Platform Admin Group ([<ph:email_addr_alert>](mailto:<ph:email_addr_alert>)); Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**Body:**
+
+Hello Lucia Training Platform Admin,
+
+I am writing to request integrating the below Azure Storage Blob to the requested VC, for data access purpose.
+
+**Resource Group Name:** [The resource group name where the Blob Storage Account was created from]
+
+**Blob URL:** [The full URL to the Blob, e.g. https://<storage_account_name>.blob.core.windows.net/<container_name>/<blob_name>]
+
+**VC:** [VC name(s) targeted by this allocation action]
+
+Thank you for your attention to this request.
+
+Best regards,
+
+Your Name
+
+---
diff --git a/docs/LuciaTrainingPlatform/manual/user/index.md b/docs/LuciaTrainingPlatform/manual/user/index.md
new file mode 100644
index 00000000..853685a6
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/index.md
@@ -0,0 +1,11 @@
+# User Manual
+
+- [Quick Start](./quickstart.md): A guide to help you quickly get started with the platform and submit a "Hello World" job.
+- [How to Use Docker Image](./docker-images.md): Instructions for using Docker images in your jobs.
+- [How to Manage Data and Code](./use-data.md): Guidance on managing data and code within your jobs.
+- [How to Write Job Config](./job-config.md): Detailed instructions for configuring jobs and distributed settings.
+- [Job Priorities](./job-priorities.md): An explanation of job priority types and how to submit jobs with specific priorities.
+- [VC Allocation](./vc-allocation.md): Guidelines for managing VC allocation requests and assignment change notifications.
+- [Notification and Monitoring](./notification.md): Information on the platform's notification and monitoring features.
+- [Email Templates, UserGroup Admin](./email-templates/email-templates-user.md): Templates for UserGroup Admins to request VC allocations and production priority job submissions.
+- [Email Templates, Lucia Training Platform Admin](./email-templates/email-templates-ltp.md): Templates for Lucia Training Platform Admins to acknowledge, complete, and notify users about VC allocation and assignment changes.
diff --git a/docs/LuciaTrainingPlatform/manual/user/job-config.md b/docs/LuciaTrainingPlatform/manual/user/job-config.md
new file mode 100644
index 00000000..52491ef6
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/job-config.md
@@ -0,0 +1,133 @@
+# How to Use Advanced Job Settings
+
+This section covers the following topics:
+
+- Parameters and Secrets
+- Distributed Settings and Examples
+- Job Exit Specifications, Retry Policies, and Completion Policies
+
+## Parameters and Secrets
+
+### Parameters
+It is common to train models with different parameters. We support parameter definition and reference, which provide a flexible way of training and comparing models. You can define your parameters in the Parameters section and reference them by using `<% $parameters.paramKey %>` in commands.
+
+![Sample Image](./pictures/use-parameters.png)
+
+### Secrets
+
+In some cases, it may be necessary to define secret information such as passwords, tokens, etc. You can use the Secrets section for the definition and reference these secrets in commands by `<% $secrets.secretKey %>`. The usage is the same as parameters except that secrets will not be displayed or recorded.
+
+## Distributed Settings
+
+### How to Enable InfiniBand Between Nodes
+
+To enable the InfiniBand between nodes, add `infiniband: true` under extraContainerOptions in the config.
+```
+...
+taskRoles:
+  $taskRole:
+    extraContainerOptions:
+      infiniband: true
+    ...
+...
+```
+
+### How to Ensure Different Nodes Can Be SSH Connected and Time Sync
+
+#### Job SSH
+To ensure SSH connectivity across all nodes in the job, add the following SSH plugin to the configuration file:
+```
+...
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: ssh
+      parameters:
+        jobssh: true
+        sshbarrier: true
+```
+
+#### SSH Barrier
+If you want to synchronize all nodes during job running, such as initializing the distributed torch launch after all nodes finish downloading data, add the following command inside the `commands` section of the task role with a timeout in seconds.
+```
+taskRoles:
+  taskrole:
+    ...
+    commands:
+        - echo 'Downloading Data'
+        - bash /usr/local/pai/runtime.d/barrier --timeout=500
+        - echo 'Start Training'
+        - ...
+```
+
+## Environment Variables for Distributed Jobs
+
+The Lucia Training Platform predefines several environment variables to manage distributed jobs, such as how to connect to the master node, the number of worker nodes, and the worker index. Use these variables in distributed job configuration.
+
+| **Category**          | **Environment Variable Name**                                  | **Description**                                                                 |
+|-----------------------|-----------------------------------------------------------------|---------------------------------------------------------------------------------|
+| **Task role level**   | `PAI_TASK_ROLE_COUNT`                                           | Total number of different task roles in the config file                                  |
+|                       | `PAI_TASK_ROLE_LIST`                                            | Comma-separated list of all task role names in the config file                 |
+|                       | `PAI_TASK_ROLE_TASK_COUNT_$taskRole`                            | Task(node) count of the specific task role                                           |
+|                       | `PAI_HOST_IP_$taskRole_$taskIndex`                              | Host IP for task `taskIndex` in `taskRole`                                     |
+|                       | `PAI_PORT_LIST_$taskRole_$taskIndex_$portType`                  | `portType` port list for task `taskIndex` in `taskRole`                       |
+|                       | `PAI_RESOURCE_$taskRole`                                        | Resource requirement for the task role in `"gpuNumber,cpuNumber,memMB,shmMB"` format |
+| **Current task role** | `PAI_CURRENT_TASK_ROLE_NAME`                                    | `taskRole.name` of the current task role                                       |
+| **Current task**      | `PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX`                      | Index of the current task in current task role (starting from 0)               |
+
+- `$taskRole`: the name of taskrole which defined as key in the taskRoles. Please change it to the real name you defined in the config to use the env.
+
+- `$taskIndex`: the num index of the node in the current `$taskRole`. From 0 to `$PAI_TASK_ROLE_TASK_COUNT_$taskRole` - 1. Please change it to the real index number to use the env.
+
+### How to Set Node Name
+
+If you need a node name, such as for mpirun, you can use `$taskrole-$taskindex` as the node name. For example,
+
+```
+mpirun -np 32 -H taskrole-0:8,taskrole-1:8,taskrole-2:8,taskrole-3:8 --allow-run-as-root ...
+```
+
+### Distributed Job Examples
+
+Learn how to set up and run distributed jobs across multiple nodes. This section includes examples:
+1. [Distributed train with PyTorch](<ph:sharepoint_uri_pytorch>): This example demonstrates how to run a distributed training job with PyTorch with the torchrun and environment variables.
+2. [Distributed nccl test with mpirun](<ph:sharepoint_uri_mpirun>): This example demonstrates how to run a distributed NCCL test with MPI.
+
+## Job Exit Specifications
+
+The Job Exit Specifications define the conditions under which a job exits, primarily governed by the **Completion Policy** and **Retry Policy**. These policies are managed by two key settings: `jobRetryCount` and the `completion` as shown in the sample configuration: 
+
+```
+jobRetryCount: 0
+taskRoles:
+  taskrole:
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: -1
+```
+
+A job consists of multiple tasks, where each task represents a single instance within a task role. Understanding these settings is essential for managing job execution behavior.
+
+### Completion Policy
+
+The *completion policy* defines the conditions under which a job is considered completed. It includes two key parameters: `minFailedInstances` and `minSucceededInstances`.
+
+ - `minFailedInstances`: this parameter specifies the number of failed tasks required to mark the entire job as failed.
+   - Valid values: -1 or any value greater than or equal to 1.
+   - If set to -1, the job will always succeed regardless of any task failures.
+   - Default value: 1, meaning that a single failed task will cause the entire job to fail.
+
+ - `minSucceededInstances`: this parameter specifies the number of successfully completed tasks required to mark the entire job as successful.
+   - Valid values: -1 or any value greater than or equal to 1.
+   - If set to -1, the job will succeed only when all tasks are completed **with exit code 0**, the `minFailedInstances` condition is not triggered.
+   - Any value ≥ 1: The job succeeds if the specified number of tasks succeed, **and the other tasks will be stopped**.
+   - Default value: -1.
+
+### Retry Policy
+
+The *retry policy* governs whether a job should be retried. A job will be retried if the following conditions are met:
+
+- The job does not succeed after satisfying the *completion policy*.
+- The job fails due to an unknown error.
+- The `jobRetryCount` is greater than 0.
+
+To increase the number of retries, set the `jobRetryCount` to a higher value.
diff --git a/docs/LuciaTrainingPlatform/manual/user/job-priorities.md b/docs/LuciaTrainingPlatform/manual/user/job-priorities.md
new file mode 100644
index 00000000..68113d4d
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/job-priorities.md
@@ -0,0 +1,51 @@
+# Job Priorities
+
+Lucia Training Platform supports three types of job priorities:
+
+- **prod**: Production Priority Jobs.
+  - Users can submit a production priority job only to the VC (Virtual Cluster) assigned to the UserGroup they belong to.
+  - Upon receiving a *prod* job, Lucia Training Platform may terminate other running non-production priority jobs if available resources are insufficient to fulfill the requirement of the received production priority job.
+- **default**: Default Priority Jobs.
+  - Users can submit a default priority job only to the VC assigned to the UserGroup they belong to.
+  - All default priority jobs enter a queue and are served on a First-Come-First-Serve basis.
+  - A running default job can only be terminated by a production priority job.
+- **oppo**: Opportunity Priority Jobs.
+  - Users can submit an opportunity priority job only to the VC assigned to the UserGroup they belong to.
+  - If resources within the requested VC are insufficient, the submitted opportunity job may be allocated to any idle resource with the same SKU across the entire cluster, including other VCs. This assignment is not transparent to the user, meaning they will not be informed about the specific origin of the allocated resources.
+  - A running opportunity priority job may be terminated by either a default priority job or a production priority job due to resource utilization status.
+
+# Submitting a Job with Specific Priority
+
+To submit a job with a production or opportunity priority, add `jobPriorityClass: $PriorityValue` to the job configuration file. Accepted values are *prod*, *oppo*. Below is an example you can reference.
+
+```yaml
+extras:
+  hivedScheduler:
+    jobPriorityClass: $PriorityValue
+```
+
+To submit a job with a default priority, simply remove the `jobPriorityClass` from the job configuration file.
+
+## Submitting a Production Priority Job 
+
+By default, users are allowed to submit jobs only with *default* and *oppo* priorities. Submission of jobs with *prod* priority is restricted.
+
+To submit a job with *prod* priority, users must contact their UserGroup Admin. The UserGroup Admin must request permission from the Lucia Training Platform Admin. When sending the email, please adhere to the following practices:
+- Please use the [Request for Production Priority Job Submission Approval](email-templates/email-templates-user.md#request-for-production-priority-job-submission-approval) email template.
+- Please include both contacts in the "To" field: 
+  - Lucia Training Platform Admin Group ([<ph:email_addr_alert>](mailto:<ph:email_addr_alert>))
+  - Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+- The request must specify the duration for which the user needs access to submit the *prod* job, and the access will automatically expire after the specified duration.
+
+The Lucia Training Platform Admin will provide a decision (approval or rejection) regarding the request. If approved, the UserGroup Admin is responsible for disseminating the decision to the relevant users. Users in the specified UserGroup will be permitted to submit production priority jobs after receiving the approval notification before expiration.
+
+## Recommendations for Job Priority Selection
+
+For an optimal job submission experience, consider the following recommendations:
+
+### For Preemptible or Short-Running Debugging Jobs:
+- **Submit with Opportunity Priority to VC Assigned to You:** This setting will automatically utilize available resources from other VCs and will retry automatically if preempted.
+
+### For Critical Long-Running Jobs:
+- **Submit with Default Priority:** If resources are sufficient, submit your job with the default priority to ensure uninterrupted execution.
+- **Contact UserGroup Admin:** If resources are insufficient, reach out to your UserGroup Admin related to the target VC. They can assist in scheduling other jobs with *oppo* priority or help you apply *prod* priority to ensure your job is not interrupted or preempted.
\ No newline at end of file
diff --git a/docs/LuciaTrainingPlatform/manual/user/notification.md b/docs/LuciaTrainingPlatform/manual/user/notification.md
new file mode 100644
index 00000000..489efd7c
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/notification.md
@@ -0,0 +1,16 @@
+# Notification and Monitoring
+
+## Job Status Notification
+
+Notifications will be sent to the user's email address when the job starts, finishes, or fails.
+
+## Job Behavior Monitoring and Notification
+
+The platform will monitor the job behavior, take resource management actions, and send a notification email to the user when the job behavior is abnormal, such as:
+- The job runs for a long time without active usage
+- The job consumes excessive resources unnecessarily
+- The job encounters an unexpected failure, etc.
+
+Notifications will be sent to the job owner's email address, detailing the action taken by the platform and the reason for it.
+
+**Note: This is an experimental feature. Please submit any question or concern regarding to this feature to [Lucia Training Platform Team Group - User Feedback Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.**
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diff --git a/docs/LuciaTrainingPlatform/manual/user/quickstart.md b/docs/LuciaTrainingPlatform/manual/user/quickstart.md
new file mode 100644
index 00000000..2561c5a5
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+++ b/docs/LuciaTrainingPlatform/manual/user/quickstart.md
@@ -0,0 +1,43 @@
+# Quick Start
+
+## Submit a Hello World Job
+
+A job in the Lucia Training Platform defines how to execute code(s) and command(s) in specified environment(s). It can be run on a single node or in a distributed manner.
+
+**Step 0**. To access the Lucia Training Platform, your Microsoft account must be added to a UserGroup associated with the VC (Virtual Cluster) based on your requirements. If you know the specific UserGroup, contact the UserGroup Admin directly. If you are unsure, consult with your manager or program manager. They will guide you to the correct UserGroup Admin responsible for specific VC.
+
+Proceed with the following steps only after you have been successfully added to a Lucia Training Platform UserGroup.
+
+**Step 1**. Login to Lucia Training Platform (you can get the link from your UserGroup Admin).
+
+**Step 2**. Click `Submit Job` on the left pane, then click `Single Job` to reach the Job submission page.
+
+**Step 3**. Click the `Edit YAML` button at the bottom-right of the page, and paste the contents of [hello-world-job.yaml](<ph:sharepoint_uri_hello>).
+
+**Step 4**. Select your VC (Virtual Cluster), and set the job name.
+
+**Step 5**. Define the `task role name`, `commands` to run, and `resource SKU` requirements. They will be automatically updated in the config file.
+- `task role name`: What is a taskrole? For single server jobs, there should be only one task role. For some distributed jobs, there may be multiple task roles. For example, when TensorFlow is used to run distributed jobs, it has two roles: the parameter server and the worker.
+**Note: The task role name will be used in the platform environment variables shown in the right-hand box, which can be referenced inside `commands`.**
+- `commands`: the commands will be run on each node parallelly, it can be written like a bash script.
+**Note: Please DO NOT use # for comments or \ for line continuation in the command box, as these symbols may break the syntax.**
+- `Instances`: Total node count in the current task role.
+- `SKU count`: The number of GPUs per node in the current task role. When `Instance` = 1: the SKU count can range from 1 to the maximum number of GPUs in a single node. When `Instance` > 1: it should always be set to the maximum number of GPUs in a single node.
+
+**Step 6.**. Click the `submit` button to submit the job.
+
+![Sample Image](./pictures/job-submission.png)
+
+**Here is a demo video for the job submission: [helloworld.gif](<ph:sharepoint_uri_demo>)**
+
+![Sample Image](./pictures/demo.gif)
+
+## Browse Stdout, Stderr, Full logs
+
+Click the `Stdout` and `Stderr` buttons on the job detail page to view the stdout and stderr logs for a job. To view a merged log, click `...` on the right and select `Stdout + Stderr`.
+
+![Sample Image](./pictures/log.png)
+
+## Debug and SSH into a Running Job
+
+By default, SSH access to a running job is not allowed. If you have special requirements, please contact the Lucia Training Platform Admin via [**Lucia Training Platform** Team Group - **User Feedback** Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.
diff --git a/docs/LuciaTrainingPlatform/manual/user/toc.yml b/docs/LuciaTrainingPlatform/manual/user/toc.yml
new file mode 100644
index 00000000..6bb7eebc
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/toc.yml
@@ -0,0 +1,20 @@
+- name: Quick Start
+  href: quickstart.md
+- name: How to Use Docker Image
+  href: docker-images.md
+- name: How to Manage Data and Code
+  href: use-data.md
+- name: How to Write Job Configuration
+  href: job-config.md
+- name: Job Priorities
+  href: job-priorities.md
+- name: VC Allocation
+  href: vc-allocation.md
+- name: Notification and Monitoring
+  href: notification.md
+- name: Troubleshooting
+  href: troubleshooting.md
+- name: Email Templates for UserGroup Admin
+  href: email-templates/email-templates-user.md
+- name: Email Templates for LTP Admin
+  href: email-templates/email-templates-ltp.md
diff --git a/docs/LuciaTrainingPlatform/manual/user/troubleshooting.md b/docs/LuciaTrainingPlatform/manual/user/troubleshooting.md
new file mode 100644
index 00000000..f0f928db
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/troubleshooting.md
@@ -0,0 +1,20 @@
+# Troubleshooting Guide for Lucia Training Platform
+
+## Platform Issue Handling
+
+If you have any questions or issues while using the platform, please reach out to the platform support team via the [**Lucia Training Platform** Team Group - **User Feedback** Channel].
+
+- Join the **Lucia Training Platform User Feedback** team through the code: `<ph:teams_joincode>` by Teams App -> Teams -> New Items -> Join team -> Join a team with a code.
+- Submit your question or issue in the [**User Feedback** channel](<ph:teams_url>). The support team will respond to your inquiry as soon as possible.
+
+
+## Common Issues
+1. **Job is always in `Waiting` status**
+   - Check if the IP address of each task index is present on the job detail page. If yes, then the resource has been allocated; if not, then there are not enough resources to allocate the job, you can then check the available resources on the home page.
+   - If the IP addresses are present, but the job is still in `Waiting` status, please click `Go to Job Event Page` on the job detail page to check the job event log for image pulling errors or other errors.
+
+2. **Cannot see the latest VC setting on the home page**
+   - Log out and log in again to refresh the user information.
+
+3. **Multi-Nodes throughput is very slow**
+   - Check if the `infiniband` is enabled in the job config. Please refer to the [How to enable Infiniband between nodes](./job-config.md#how-to-enable-infiniband-between-nodes) section for more details.
diff --git a/docs/LuciaTrainingPlatform/manual/user/use-data.md b/docs/LuciaTrainingPlatform/manual/user/use-data.md
new file mode 100644
index 00000000..7fdebe31
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/use-data.md
@@ -0,0 +1,48 @@
+# How to Manage Data and Code
+
+## Use Code
+
+To access user code, first upload the code to a private Git repository, then use the Git token to clone the repository. The token can be defined in the `secret` section in [How to Use Advanced Job Settings](./job-config.md).
+
+## Use Self-Manage Data
+
+### Data from Public Website
+
+To download data from public websites, use the `wget` command within your job configuration.
+
+### Data from Azure Blob Storage
+
+To access data from Azure Blob Storage, you can either:
+
+- Install `blobfuse` to mount the storage.
+- Use `azcopy` to copy the data onto the job storage, with the SAS token, which can be defined in the `secret` section in [How to Use Advanced Job Settings](./job-config.md#parameters-and-secrets).
+
+## Platform-Assisted Data Management
+
+### Onboard Private Azure Blob Storage
+
+To onboard your private storage, follow these steps:
+
+- Assign the Storage Blob Data Contributor role to the platform's managed identities in your storage account. Refer to the detailed instructions in [Grant access to the storage account](https://learn.microsoft.com/en-us/entra/identity-platform/multi-service-web-app-access-storage?tabs=azure-portal%2Cprogramming-language-csharp#grant-access-to-the-storage-account). Make sure you assign the proper role to all below listed platform's managed identities:
+  - principal ID: `<ph:principal_id_store_0>`
+  - principal ID: `<ph:principal_id_store_1>`
+  - principal ID: `<ph:principal_id_store_2>`
+- Request your UserGroup Admin to contact the Lucia Training Platform Admin to integrate your storage into your UserGroup. 
+  - Please use the [Request for Integrating Private Azure Storage Blob](email-templates/email-templates-user.md#request-for-integrating-private-azure-storage-blob) email template. 
+  - Please include both contacts in the "To" field: 
+    - Lucia Training Platform Admin Group ([<ph:email_addr_alert>](mailto:<ph:email_addr_alert>))
+    - Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+
+**Note: Private data storage is accessible to all users within the same UserGroup. Other UserGroups will not have access.**
+
+### Use Private Storage in Job
+
+To use private storage in your jobs, specify the storage names in the `storageConfigNames` section of the `extras` part in your job configuration file:
+
+```yaml
+extras:
+  storageConfigNames:
+    - blob-<account-name>-<blobname>
+```
+
+The corresponding storage will be automatically mounted to the `/mnt/blob-<account-name>-<blobname>` folder after the job is launched.
diff --git a/docs/LuciaTrainingPlatform/manual/user/vc-allocation.md b/docs/LuciaTrainingPlatform/manual/user/vc-allocation.md
new file mode 100644
index 00000000..93efcceb
--- /dev/null
+++ b/docs/LuciaTrainingPlatform/manual/user/vc-allocation.md
@@ -0,0 +1,26 @@
+# VC Allocation
+
+This section provides guidelines for UserGroup Admins to manage VC (Virtual Cluster) allocation requests and VC assignment change notifications.
+
+## VC Allocation Requests
+
+UserGroup Admins can perform specific management requests related to the VC. The accepted types of VC allocation requests are `Access VC`, `Depart VC`, `Create VC`, and `Delete VC`. To proceed, please follow the steps below:
+
+- The Admin should create a Security Group with email enabled on [idweb](<ph:idweb_url>), and mention the name of the Security Group in the *UserGroup* field while making a VC Allocation request. The Lucia Training Platform manages access based on UserGroups rather than individual user accounts.
+- Send a request email to Lucia Training Platform Admin.
+  - Please use the [Request for VC Allocation](email-templates/email-templates-user.md#request-for-vc-allocation) email template.
+  - Please include both contacts in the "To" field: 
+    - Lucia Training Platform Admin Group ([<ph:email_addr_alert>](mailto:<ph:email_addr_alert>))
+    - Lucia Training Platform Admin ([<ph:email_addr_main>](mailto:<ph:email_addr_main>))
+- Allow up to 24 hours for Lucia Training Platform Admin to make a decision and provide an estimated time to complete your request. 
+- Once a decision is made, an acknowledgment email will be sent to the UserGroup Admin who requested the allocation, sharing the decision and estimated time of completion.
+- A completion email will be sent back to the UserGroup Admin when the request is completed.
+- The UserGroup Admin is required to broadcast the request completion result to all affected users.
+
+## VC Assignment Change Notifications
+
+All existing users associated with the affected VC will receive a notification email from [Lucia Training Platform Admin](mailto:<ph:email_addr_main>) whenever a `VC Assignment` or a `VC Re-assignment` event is triggered.
+
+The notification emails will specify the exact date, time, and timezone when the change will take effect. Additionally, they will list the VC names related to these changes and the UserGroup names that will be affected.
+
+If any user has questions or issues, please do not reply to the email, as the mailbox is not monitored. Instead, we encourage all users to raise their concerns or questions to the [**Lucia Training Platform** Team Group - **User Feedback** Channel](<ph:teams_url>). If you are not a member of this channel, please refer to [Platform Issue Handling](<ph:doc_release_root>/troubleshooting) for how to join.
\ No newline at end of file
diff --git a/examples/Distributed-example/Lite-imagenet-single-mul-DDP-nccl-gloo.py b/examples/Distributed-example/Lite-imagenet-single-mul-DDP-nccl-gloo.py
index 0fb0f15c..1b47292e 100644
--- a/examples/Distributed-example/Lite-imagenet-single-mul-DDP-nccl-gloo.py
+++ b/examples/Distributed-example/Lite-imagenet-single-mul-DDP-nccl-gloo.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 from datetime import datetime
 import argparse
diff --git a/examples/Distributed-example/LiteApex-imagenet-single-mul-DDP-nccl-gloo.py b/examples/Distributed-example/LiteApex-imagenet-single-mul-DDP-nccl-gloo.py
index d76b4547..048a51cc 100644
--- a/examples/Distributed-example/LiteApex-imagenet-single-mul-DDP-nccl-gloo.py
+++ b/examples/Distributed-example/LiteApex-imagenet-single-mul-DDP-nccl-gloo.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 from datetime import datetime
 import argparse
diff --git a/examples/Distributed-example/PytorchExample-imagenet-single-mul-DDP-nccl-gloo.py b/examples/Distributed-example/PytorchExample-imagenet-single-mul-DDP-nccl-gloo.py
index 69087322..d649a3e4 100644
--- a/examples/Distributed-example/PytorchExample-imagenet-single-mul-DDP-nccl-gloo.py
+++ b/examples/Distributed-example/PytorchExample-imagenet-single-mul-DDP-nccl-gloo.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import argparse
 import os
 import random
diff --git a/examples/Distributed-example/cifar10-single-mul-DDP-nccl-gloo-Apex-mixed.py b/examples/Distributed-example/cifar10-single-mul-DDP-nccl-gloo-Apex-mixed.py
index d7f40d0a..21862a33 100644
--- a/examples/Distributed-example/cifar10-single-mul-DDP-nccl-gloo-Apex-mixed.py
+++ b/examples/Distributed-example/cifar10-single-mul-DDP-nccl-gloo-Apex-mixed.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 from datetime import datetime
 import argparse
diff --git a/examples/Distributed-example/cifar10-single-mul-DDP-nccl-gloo.py b/examples/Distributed-example/cifar10-single-mul-DDP-nccl-gloo.py
index be9625dc..d10e9b04 100644
--- a/examples/Distributed-example/cifar10-single-mul-DDP-nccl-gloo.py
+++ b/examples/Distributed-example/cifar10-single-mul-DDP-nccl-gloo.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 from datetime import datetime
 import argparse
diff --git a/examples/Distributed-example/cifar10-single-node-gpus-cpu-DP.py b/examples/Distributed-example/cifar10-single-node-gpus-cpu-DP.py
index 526e781d..2d6dd72e 100644
--- a/examples/Distributed-example/cifar10-single-node-gpus-cpu-DP.py
+++ b/examples/Distributed-example/cifar10-single-node-gpus-cpu-DP.py
@@ -1,4 +1,8 @@
 #!/bin/env python
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import re
 import sys
diff --git a/examples/Dockerfiles/autobuild_docker/paitest.py b/examples/Dockerfiles/autobuild_docker/paitest.py
index 0ab9637c..16ed583a 100644
--- a/examples/Dockerfiles/autobuild_docker/paitest.py
+++ b/examples/Dockerfiles/autobuild_docker/paitest.py
@@ -1 +1,4 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 print('hello world!')
diff --git a/examples/MXNet_cifar10/src/train_cifar10.py b/examples/MXNet_cifar10/src/train_cifar10.py
index 2defc16a..b0c7ee73 100644
--- a/examples/MXNet_cifar10/src/train_cifar10.py
+++ b/examples/MXNet_cifar10/src/train_cifar10.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import matplotlib
 matplotlib.use('Agg')
 
diff --git a/examples/mnist_500_tasks/src/get_results.py b/examples/mnist_500_tasks/src/get_results.py
index 41ba81f8..39878043 100644
--- a/examples/mnist_500_tasks/src/get_results.py
+++ b/examples/mnist_500_tasks/src/get_results.py
@@ -1,3 +1,5 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
   
 import os
 import csv
diff --git a/examples/mnist_500_tasks/src/mnist_lr_500.py b/examples/mnist_500_tasks/src/mnist_lr_500.py
index efd1eac0..9b7e6101 100644
--- a/examples/mnist_500_tasks/src/mnist_lr_500.py
+++ b/examples/mnist_500_tasks/src/mnist_lr_500.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from __future__ import print_function
 import argparse
 import torch
diff --git a/examples/pytorch_cifar10/src/cifar.py b/examples/pytorch_cifar10/src/cifar.py
index 75599200..5534c94d 100644
--- a/examples/pytorch_cifar10/src/cifar.py
+++ b/examples/pytorch_cifar10/src/cifar.py
@@ -1,4 +1,8 @@
-#!/bin/env python 
+#!/bin/env python
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import re
 import sys
diff --git a/examples/pytorch_cifar10/src/horovod_cifar.py b/examples/pytorch_cifar10/src/horovod_cifar.py
index 8cf96435..04065be1 100644
--- a/examples/pytorch_cifar10/src/horovod_cifar.py
+++ b/examples/pytorch_cifar10/src/horovod_cifar.py
@@ -1,4 +1,8 @@
 #!/bin/env python
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import re
 import os
 import sys
diff --git a/examples/pytorch_cifar10/src/init.sh b/examples/pytorch_cifar10/src/init.sh
index b386d574..dfb16c65 100644
--- a/examples/pytorch_cifar10/src/init.sh
+++ b/examples/pytorch_cifar10/src/init.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 # This project uses cifar10 dataset to show how to run a training job on CPU/ a single GPU/ multiple GPUs
 # in OpenPAI. Because the models in torchvision.models are for imagenet, so this project is based on 
 # https://github.com/kuangliu/pytorch-cifar, which has good implementations of the common models on cifar10.
diff --git a/src/alert-manager/.gitignore b/src/alert-manager/.gitignore
index b4f7f397..4a56659e 100755
--- a/src/alert-manager/.gitignore
+++ b/src/alert-manager/.gitignore
@@ -1,4 +1,8 @@
 # Dependency directories
 node_modules/
 
-deploy/icm-certs/
\ No newline at end of file
+deploy/icm-certs/
+
+**/postgresql-sdk/
+**/kusto-sdk/
+**/ltp-storage-common/
diff --git a/src/alert-manager/build/abnormal-detector.common.dockerfile b/src/alert-manager/build/abnormal-detector.common.dockerfile
index 082f73d6..342ded27 100644
--- a/src/alert-manager/build/abnormal-detector.common.dockerfile
+++ b/src/alert-manager/build/abnormal-detector.common.dockerfile
@@ -1,7 +1,13 @@
 # Copyright (c) Microsoft Corporation.
 # Licensed under the MIT License.
 
-FROM python:3.10
+FROM python:3.12
+
+RUN apt update && apt upgrade -y
+
+RUN apt purge -y subversion && apt autoremove -y
+
+RUN pip install --upgrade pip
 
 COPY ./src/abnormal_detector .
 
diff --git a/src/alert-manager/build/alert-handler.common.dockerfile b/src/alert-manager/build/alert-handler.common.dockerfile
index 7efc47d9..22910bbe 100755
--- a/src/alert-manager/build/alert-handler.common.dockerfile
+++ b/src/alert-manager/build/alert-handler.common.dockerfile
@@ -3,6 +3,12 @@
 
 FROM node:20
 
+RUN npm install -g npm@latest
+
+RUN apt update && apt upgrade -y
+
+RUN apt purge -y subversion && apt autoremove -y
+
 WORKDIR /usr/src/app
 
 ENV NODE_ENV=production
@@ -12,4 +18,8 @@ COPY ./src/alert-handler .
 RUN corepack enable && corepack install -g yarn@4.2.2
 RUN yarn install
 
+# install python and dependencies
+RUN apt-get install -y python3-pip
+RUN pip3 install --no-cache-dir -r requirements.txt --break-system-packages
+
 ENTRYPOINT ["npm", "start"]
diff --git a/src/alert-manager/build/alert-parser.common.dockerfile b/src/alert-manager/build/alert-parser.common.dockerfile
new file mode 100644
index 00000000..6a437651
--- /dev/null
+++ b/src/alert-manager/build/alert-parser.common.dockerfile
@@ -0,0 +1,14 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM mcr.microsoft.com/azurelinux/base/python:3.12
+
+WORKDIR /app
+
+# install kusto sdk
+COPY ./src/alert-parser .
+
+RUN pip3 install --no-cache-dir -r requirements.txt
+
+# Run the service
+ENTRYPOINT ["python3", "node_alert_monitor.py"] 
\ No newline at end of file
diff --git a/src/alert-manager/build/alert-parser.dockerfile b/src/alert-manager/build/alert-parser.dockerfile
deleted file mode 100644
index fbd00615..00000000
--- a/src/alert-manager/build/alert-parser.dockerfile
+++ /dev/null
@@ -1,26 +0,0 @@
-# Copyright (c) Microsoft Corporation.
-# Licensed under the MIT License.
-
-FROM python:3.10-slim
-
-RUN apt-get update && apt-get upgrade -y && apt-get clean
-
-WORKDIR /app
-
-# install kusto sdk
-COPY ../../ltp-kusto-sdk /app/ltp-kusto-sdk
-RUN pip3 install /app/ltp-kusto-sdk
-
-# Copy requirements first to leverage Docker cache
-COPY ./src/alert-parser/requirements.txt .
-RUN pip3 install --no-cache-dir -r requirements.txt
-
-# Copy source code
-COPY ./src/alert-parser /app/
-
-# Set environment variables
-ENV PYTHONPATH=/app
-ENV PYTHONUNBUFFERED=1
-
-# Run the service
-ENTRYPOINT ["python3", "node_alert_monitor.py"] 
\ No newline at end of file
diff --git a/src/alert-manager/build/alertmanager.common.dockerfile b/src/alert-manager/build/alertmanager.common.dockerfile
new file mode 100644
index 00000000..2a06ee77
--- /dev/null
+++ b/src/alert-manager/build/alertmanager.common.dockerfile
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM prom/alertmanager:v0.29.0
diff --git a/src/alert-manager/build/build-pre.sh b/src/alert-manager/build/build-pre.sh
index f2657992..26474246 100755
--- a/src/alert-manager/build/build-pre.sh
+++ b/src/alert-manager/build/build-pre.sh
@@ -5,7 +5,26 @@
 
 pushd $(dirname "$0") > /dev/null
 
-cp -arfT "../../kusto/sdk" "../src/node-recycler"
+# Copy ltp-storage-common (shared data schemas, interfaces, and factory)
+cp -arfT "../../ltp-storage-common" "../src/node-recycler/ltp-storage-common"
+cp -arfT "../../ltp-storage-common" "../src/node-issue-classifier/ltp-storage-common"
+cp -arfT "../../ltp-storage-common" "../src/alert-parser/ltp-storage-common"
+cp -arfT "../../ltp-storage-common" "../src/job-data-recorder/ltp-storage-common"
+cp -arfT "../../ltp-storage-common" "../src/alert-handler/ltp-storage-common"
+
+# Copy SDKs (backend implementations)
+cp -arfT "../../kusto-sdk" "../src/node-recycler/kusto-sdk"
+cp -arfT "../../postgresql-sdk/sdk" "../src/node-recycler/postgresql-sdk"
+cp -arfT "../../kusto-sdk" "../src/node-issue-classifier/kusto-sdk"
+cp -arfT "../../postgresql-sdk/sdk" "../src/node-issue-classifier/postgresql-sdk"
+cp -arfT "../../kusto-sdk" "../src/alert-parser/kusto-sdk"
+cp -arfT "../../postgresql-sdk/sdk" "../src/alert-parser/postgresql-sdk"
+cp -arfT "../../kusto-sdk" "../src/job-data-recorder/kusto-sdk"
+cp -arfT "../../postgresql-sdk/sdk" "../src/job-data-recorder/postgresql-sdk"
+cp -arfT "../../postgresql-sdk/sdk" "../src/alert-handler/postgresql-sdk"
+
+# Copy other dependencies
+cp -arfT "../src/node-failure-detection/monitor/data_sources.py" "../src/job-data-recorder/data_sources.py"
 cp -arfT "../../database-controller/sdk" "../src/job-status-change-notification/openpaidbsdk"
 
 popd > /dev/null
diff --git a/src/alert-manager/build/job-data-recorder.common.dockerfile b/src/alert-manager/build/job-data-recorder.common.dockerfile
new file mode 100644
index 00000000..26c97553
--- /dev/null
+++ b/src/alert-manager/build/job-data-recorder.common.dockerfile
@@ -0,0 +1,14 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM mcr.microsoft.com/azurelinux/base/python:3.12
+
+WORKDIR /app
+
+# install dependencies
+COPY ./src/job-data-recorder .
+
+RUN pip3 install --no-cache-dir -r requirements.txt
+
+# Run the service
+ENTRYPOINT ["python3", "run.py"]
diff --git a/src/alert-manager/build/job-status-change-notification.common.dockerfile b/src/alert-manager/build/job-status-change-notification.common.dockerfile
index 25107883..bf023603 100644
--- a/src/alert-manager/build/job-status-change-notification.common.dockerfile
+++ b/src/alert-manager/build/job-status-change-notification.common.dockerfile
@@ -3,8 +3,14 @@
 
 FROM node:20
 
+RUN npm install -g npm@latest
+
 WORKDIR /usr/src/app
 
+RUN apt update && apt upgrade -y
+
+RUN apt purge -y subversion && apt autoremove -y
+
 ENV NODE_ENV=production
 
 COPY ./src/job-status-change-notification .
diff --git a/src/alert-manager/build/node-failure-detection.common.dockerfile b/src/alert-manager/build/node-failure-detection.common.dockerfile
new file mode 100644
index 00000000..d2cf2638
--- /dev/null
+++ b/src/alert-manager/build/node-failure-detection.common.dockerfile
@@ -0,0 +1,24 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM python:3.12-slim
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    curl \
+    vim \
+    && rm -rf /var/lib/apt/lists/*
+
+RUN pip install --upgrade pip
+
+# Create app directory
+WORKDIR /app
+
+# Copy requirements and install dependencies
+COPY ./src/node-failure-detection/requirements.txt .
+RUN pip3 install -r requirements.txt
+
+# Copy the node-failure-detection source code
+COPY ./src/node-failure-detection/ .
+
+# The specific service (monitor or detector) will be specified via CMD in the deployment 
\ No newline at end of file
diff --git a/src/alert-manager/build/node-issue-classifier.common.dockerfile b/src/alert-manager/build/node-issue-classifier.common.dockerfile
new file mode 100644
index 00000000..74653ea4
--- /dev/null
+++ b/src/alert-manager/build/node-issue-classifier.common.dockerfile
@@ -0,0 +1,14 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM mcr.microsoft.com/azurelinux/base/python:3.12
+
+WORKDIR /app
+
+# install kusto sdk
+COPY ./src/node-issue-classifier .
+
+RUN pip3 install --no-cache-dir -r requirements.txt
+
+# Run the service
+ENTRYPOINT ["python3", "classifier_scheduler.py"]
\ No newline at end of file
diff --git a/src/alert-manager/build/node-issue-classifier.dockerfile b/src/alert-manager/build/node-issue-classifier.dockerfile
deleted file mode 100644
index 17e51018..00000000
--- a/src/alert-manager/build/node-issue-classifier.dockerfile
+++ /dev/null
@@ -1,26 +0,0 @@
-# Copyright (c) Microsoft Corporation.
-# Licensed under the MIT License.
-
-FROM python:3.10-slim
-
-RUN apt-get update && apt-get upgrade -y && apt-get clean
-
-WORKDIR /app
-
-# install kusto sdk
-COPY ../../ltp-kusto-sdk /app/ltp-kusto-sdk
-RUN pip3 install /app/ltp-kusto-sdk
-
-# Copy requirements first to leverage Docker cache
-COPY ./src/node-issue-classifier/requirements.txt .
-RUN pip3 install --no-cache-dir -r requirements.txt
-
-# Copy source code
-COPY ./src/node-issue-classifier /app/
-
-# Set environment variables
-ENV PYTHONPATH=/app
-ENV PYTHONUNBUFFERED=1
-
-# Run the service
-ENTRYPOINT ["python3", "classifier_scheduler.py"]
\ No newline at end of file
diff --git a/src/alert-manager/build/redis-monitoring.common.dockerfile b/src/alert-manager/build/redis-monitoring.common.dockerfile
new file mode 100644
index 00000000..f463c8e0
--- /dev/null
+++ b/src/alert-manager/build/redis-monitoring.common.dockerfile
@@ -0,0 +1,49 @@
+# Redis with Built-in Monitoring Tools for Node Failure Detection
+# Based on official Redis Alpine image with custom monitoring capabilities
+FROM tianon/gosu:latest AS gosu
+
+FROM redis:7-bullseye
+
+# Metadata
+LABEL maintainer="Alert Manager Team"
+LABEL description="Redis with built-in monitoring tools for node-failure-detection"
+LABEL version="1.0"
+
+# Install additional tools needed for monitoring
+# Note: Most tools (redis-cli, bash, date, ps, etc.) are already available in redis:7-alpine
+RUN apt-get update && apt-get upgrade -y && apt-get install -y \
+    bash \
+    procps \
+    curl \
+    bc \
+    vim \
+    coreutils && \
+    apt-get clean && rm -rf /var/lib/apt/lists/*
+
+
+# Create monitoring directory
+RUN mkdir -p /opt/monitoring
+
+# Copy monitoring scripts from src directory
+COPY ./src/redis-monitoring/ /opt/monitoring/
+
+# Make scripts executable
+RUN chmod +x /opt/monitoring/*.sh
+
+# Copy the gosu binary from the gosu stage
+COPY --from=gosu /usr/local/bin/gosu /usr/local/bin/gosu
+
+# Ensure it's executable
+RUN chmod +x /usr/local/bin/gosu
+
+# Add monitoring directory to PATH
+ENV PATH="/opt/monitoring:${PATH}"
+
+
+# Expose Redis port
+EXPOSE 6379
+
+# Set working directory
+WORKDIR /data
+
+CMD ["sh", "-c", "redis-server /etc/redis/redis.conf & /opt/monitoring/redis-watch.sh"]
\ No newline at end of file
diff --git a/src/alert-manager/config/alert-manager.yaml b/src/alert-manager/config/alert-manager.yaml
index 39eae647..9095e71e 100644
--- a/src/alert-manager/config/alert-manager.yaml
+++ b/src/alert-manager/config/alert-manager.yaml
@@ -11,23 +11,53 @@ actions-available:
 - reboot-nodes
 - drain-nodes
 - fix-nvidia-gpu-low-perf
+- cert-expiration-checker
+
+# ============================================================================
+# Storage Backend Configuration
+# ============================================================================
+# Global storage backend setting (applies to all services unless overridden)
+# Options: 'kusto' or 'postgresql'
+storage-backend: kusto
+
+# Kusto (Azure Data Explorer) Configuration
+# Only required if using Kusto backend (storage-backend: kusto)
+kusto:
+  kusto-cluster: ""  # e.g., https://your-cluster.kusto.windows.net
+  kusto-database: ""  # e.g., YourDatabase
+  kusto-user-assigned-client-id: ""  # For managed identity authentication
+  node-status-table: NodeStatusRecord
+  node-action-table: NodeActionRecord
+  kusto-vm-table: ""  # VM info table name
+
+# PostgreSQL Configuration
+# Only required if using PostgreSQL backend (storage-backend: postgresql)
+postgresql:
+  schema: ltp_sdk  # Default schema name
+
+# ============================================================================
+# Service Configuration
+# ============================================================================
 alert-handler:
   log-level: 'info'
   port: 9095
   configured: False
+alert-parser:
+  configured: False
 cluster-utilization:
   configured: False
+job-data-recorder:
+  configured: False
 job-status-change-notification:
   # Max connection number to database in poller.
   configured: False
   log-level: 'info'
   db-poller-max-db-connection: 10
   db-poller-interval-second: 600
+node-issue-classifier:
+  configured: False
 node-recycler:
   configured: False
-  kusto:
-    cluster: luciatrainingplatform
-    datebase: ""
   icm:
     host: prod.microsofticm.com
     crt_name: cert.pem
@@ -44,5 +74,14 @@ use-pylon: False
 repeat-interval: '24h'
 cert-expiration-checker:
   schedule: '0 0 * * *'
-  alert-residual-days: 30
-  cert-path: '/etc/kubernetes/ssl'
+  alert-residual-days: 10
+  alert_group_email: ''
+node-failure-detection:
+  redis:
+    enabled: False
+  monitor:
+    configured: False
+  detector:
+    configured: False
+
+
diff --git a/src/alert-manager/config/alert_manager.py b/src/alert-manager/config/alert_manager.py
index 81d0dfc7..0c365a1b 100644
--- a/src/alert-manager/config/alert_manager.py
+++ b/src/alert-manager/config/alert_manager.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import copy
 import collections
 import os
diff --git a/src/alert-manager/deploy/alert-manager-abnormal-detector.yaml.template b/src/alert-manager/deploy/alert-manager-abnormal-detector.yaml.template
index 114abe2d..9e458575 100644
--- a/src/alert-manager/deploy/alert-manager-abnormal-detector.yaml.template
+++ b/src/alert-manager/deploy/alert-manager-abnormal-detector.yaml.template
@@ -24,12 +24,16 @@ spec:
     {%- endif %}
             - name: PAI_BEARER_TOKEN
               value: {{ cluster_cfg["alert-manager"]["pai-bearer-token"] }}
+            {%- if "lucia" in cluster_cfg["alert-manager"] %}
             - name: LUCIA_URL
               value: "{{ cluster_cfg["alert-manager"]["lucia"]["url"] }}"
             - name: LUCIA_BEARER_TOKEN
               value: "{{ cluster_cfg["alert-manager"]["lucia"]["bearer-token"] }}"
+            {%- endif %}
+            {%- if "abnormal-detector" in cluster_cfg["alert-manager"] %}
             - name: LUCIA_DIAGNOSTIC_TIME_OFFSET
               value: "{{ cluster_cfg["alert-manager"]["abnormal-detector"]["diagnostic-time-offset"] }}"
+            {%- endif %}
           imagePullSecrets:
           - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
           restartPolicy: OnFailure
diff --git a/src/alert-manager/deploy/alert-manager-cert-expiration-check-cronjob.yaml.template b/src/alert-manager/deploy/alert-manager-cert-expiration-check-cronjob.yaml.template
index 05dfa2f2..1557e231 100644
--- a/src/alert-manager/deploy/alert-manager-cert-expiration-check-cronjob.yaml.template
+++ b/src/alert-manager/deploy/alert-manager-cert-expiration-check-cronjob.yaml.template
@@ -22,17 +22,25 @@ spec:
     {%- else %}
               value: "{{ cluster_cfg['pylon']['uri']}}"
     {%- endif %}
+            - name: ALERT_MANAGER_URL
+              value: {{ cluster_cfg["alert-manager"]["url"] }}
             - name: ALERT_RESIDUAL_DAYS
               value: "{{ cluster_cfg["alert-manager"]["cert-expiration-checker"]["alert-residual-days"] }}"
+            - name: ALERT_GROUP_EMAIL
+              value: "{{ cluster_cfg["alert-manager"]["cert-expiration-checker"]["alert_group_email"] }}"
+    {% if cluster_cfg['authentication']['OIDC'] %}
+            - name: OIDC_CERT_FILE_PATH
+              value: /oidc-cert/public.crt
             volumeMounts:
-            - mountPath: /etc/kubernetes/ssl
-              name: kubernetes-ssl
+            - mountPath: /oidc-cert
+              name: oidc-cert
           volumes:
-            - name: kubernetes-ssl
-              hostPath:
-                path: {{ cluster_cfg["alert-manager"]["cert-expiration-checker"]["cert-path"] }}
+            - name: oidc-cert
+              configMap:
+                name: oidc-cert
+    {% endif %}
           imagePullSecrets:
           - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
           restartPolicy: OnFailure
           nodeSelector:
-            pai-master: "true"
+            pai-master: "true"
\ No newline at end of file
diff --git a/src/alert-manager/deploy/alert-manager-configmap.yaml.template b/src/alert-manager/deploy/alert-manager-configmap.yaml.template
index 5ccc7a10..4b30d0ee 100644
--- a/src/alert-manager/deploy/alert-manager-configmap.yaml.template
+++ b/src/alert-manager/deploy/alert-manager-configmap.yaml.template
@@ -90,10 +90,6 @@ data:
           alertname: DmesgGPUFault
         continue: true
 
-      - receiver: pai-uncordon-nodes
-        match:
-          alertname: RecoverValidatedNodes
-
       - receiver: pai-unvalidate-nodes
         match:
           alertname: NotifyUnvalidatedNodes
@@ -130,6 +126,11 @@ data:
       - receiver: pai-adjust-user-quota
         match:
           report_type: adjust-user-quota
+      
+      - receiver: pai-cert-expiration-checker
+        match:
+          alertname: cert-expiration
+        continue: true
 
       {% if 'routes' in cluster_cfg["alert-manager"]["customized-routes"] %}
       {% for route in cluster_cfg["alert-manager"]["customized-routes"]["routes"] %}
@@ -156,9 +157,22 @@ data:
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-admin'
         send_resolved: true
       {% endif %}
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
+
+    - name: pai-cert-expiration-checker
+      webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
+      {% if 'cert-expiration-checker' in cluster_cfg["alert-manager"]["actions-available"] %}
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-group/?template=cert-expiration'
+        send_resolved: false
+      {% endif %}
 
     - name: pai-cluster-usage
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'email-group' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-group/?template=cluster-usage'
         send_resolved: false
@@ -166,6 +180,8 @@ data:
 
     - name: pai-job-status-change
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'email-user' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-user/?template=job-status-change'
         send_resolved: false
@@ -175,6 +191,8 @@ data:
     
     - name: pai-prod-job-status-change
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'email-group' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-group/?template=job-status-change'
         send_resolved: false
@@ -182,6 +200,8 @@ data:
 
     - name: pai-unvalidate-nodes
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'email-admin' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-admin'
         send_resolved: false
@@ -189,6 +209,8 @@ data:
 
     - name: pai-cordon-nodes
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'cordon-nodes' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/cordon-nodes'
         send_resolved: false
@@ -200,6 +222,8 @@ data:
     
     - name: pai-uncordon-nodes
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'uncordon-nodes' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/uncordon-nodes'
         send_resolved: false
@@ -211,6 +235,8 @@ data:
     
     - name: pai-reboot-nodes
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'reboot-nodes' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/reboot-nodes'
         send_resolved: false
@@ -222,6 +248,8 @@ data:
 
     - name: pai-drain-nodes
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'drain-nodes' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/drain-nodes'
         send_resolved: false
@@ -233,6 +261,8 @@ data:
 
     - name: pai-abnormal-job-email
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'email-user' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-user/?template=kill-low-efficiency-job-alert'
         send_resolved: false
@@ -241,6 +271,8 @@ data:
       {% endif %}
     - name: pai-abnormal-job-terminate
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'stop-jobs' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/stop-jobs'
         http_config:
@@ -250,6 +282,8 @@ data:
 
     - name: pai-adjust-user-quota
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'set-quota' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/set-quotas'
         send_resolved: false
@@ -259,6 +293,8 @@ data:
 
     - name: pai-adjust-user-quota-email
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if 'email-user' in cluster_cfg["alert-manager"]["actions-available"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-user/?template=adjust-user-quota'
         send_resolved: false
@@ -269,6 +305,8 @@ data:
     {% for receiver in cluster_cfg["alert-manager"]["customized-receivers"] %}
     - name: {{ receiver.name}}
       webhook_configs:
+      - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/log-alerts'
+        send_resolved: false
       {% if (receiver["actions"]["email-admin"] is defined) and ('email-admin' in cluster_cfg["alert-manager"]["actions-available"]) %}
       {% set template = receiver["actions"]["email-admin"]["template"] %}
       - url: 'http://localhost:{{ cluster_cfg["alert-manager"]["alert-handler"]["port"] }}/alert-handler/send-email-to-admin/?template={{ template }}'
diff --git a/src/alert-manager/deploy/alert-manager-deployment.yaml.template b/src/alert-manager/deploy/alert-manager-deployment.yaml.template
index 978af86e..eeb27474 100755
--- a/src/alert-manager/deploy/alert-manager-deployment.yaml.template
+++ b/src/alert-manager/deploy/alert-manager-deployment.yaml.template
@@ -41,7 +41,8 @@ spec:
       hostNetwork: false
       containers:
       - name: alertmanager
-        image: prom/alertmanager:v0.27.0
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}alertmanager:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
         args:
           - '--config.file=/etc/alertmanager/config.yml'
           - '--storage.path=/alertmanager'
@@ -80,6 +81,14 @@ spec:
 {%- endif %}
         - name: LOG_LEVEL
           value: {{ cluster_cfg["alert-manager"]["alert-handler"]["log-level"] }}
+        - name: LTP_STORAGE_BACKEND_DEFAULT
+          value: "{{ cluster_cfg['alert-manager']['alert-handler'].get('storage-backend', cluster_cfg['alert-manager'].get('storage-backend', 'kusto')) }}"
+{% if cluster_cfg["alert-manager"]["alert-handler"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "postgresql" %}
+        - name: POSTGRES_CONNECTION_STR
+          value: "{{ cluster_cfg['postgresql']['connection-str'] }}"
+        - name: POSTGRES_SCHEMA
+          value: "{{ cluster_cfg['alert-manager']['postgresql'].get('schema', 'ltp_sdk') }}"
+{% endif %}
 {% if 'email-admin' in cluster_cfg["alert-manager"]["actions-available"] %}
         - name: EMAIL_CONFIGS_ADMIN_RECEIVER
           value: {{ cluster_cfg["alert-manager"]["alert-handler"]["email-configs"]["admin-receiver"] }}
@@ -121,73 +130,114 @@ spec:
           value: {{ cluster_cfg['rest-server']['uri'] }}
         - name: PAI_BEARER_TOKEN
           value: {{ cluster_cfg["alert-manager"]["pai-bearer-token"] }}
+        {%- if "prod_vc" in cluster_cfg["alert-manager"]["job-status-change-notification"] %}
         {%- for group in cluster_cfg["alert-manager"]["job-status-change-notification"]["prod_vc"] %}
         - name: PAI_PROD_JOB_STATUS_CHANGE_GROUP_EMAIL_{{ group | replace('-', '_') }}
           value: "{{ cluster_cfg['alert-manager']['job-status-change-notification']['prod_vc_group_emails'][group] }}"
         {%- endfor %}
+        {%- endif %}
 {% endif %}
 {% if cluster_cfg["alert-manager"]["node-issue-classifier"]["configured"] %}
       - name: node-issue-classifier
         image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}node-issue-classifier:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
-{% if cluster_cfg["alert-manager"]["alert-parser"]["configured"] %}
-      - name: alert-parser
-        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}alert-parser:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
         imagePullPolicy: Always
         env:
         - name: CLUSTER_ID
           value: {{ cluster_cfg["cluster"]["common"]["cluster-id"] }}
-        - name: KUSTO_USER_ASSIGNED_CLIENT_ID
-          value: {{ cluster_cfg["alert-manager"]["kusto-user-assigned-client-id"] }}
-        - name: LTP_KUSTO_CLUSTER
-          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["kusto-cluster"] }}
-        - name: LTP_KUSTO_DATABASE_NAME
-          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["kusto-database"] }}
-        - name: KUSTO_NODE_STATUS_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["node-status-table"] | default("NodeStatusRecord") }}
-        - name: KUSTO_NODE_STATUS_ATTRIBUTE_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["node-status-attribute-table"] | default("NodeStatusAttributes") }}
-        - name: KUSTO_NODE_ACTION_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["node-action-table"] | default("NodeActionRecord") }}
-        - name: KUSTO_NODE_ACTION_ATTRIBUTE_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["node-action-attribute-table"] | default("NodeActionAttributes") }}
         - name: ENVIRONMENT
-          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["environment"] | default("prod") }}
+          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["environment"] | default(cluster_cfg["alert-manager"]["environment"]) | default("prod") }}
         - name: LOG_LEVEL
-          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["log-level"] | default("INFO") }}
+          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"]["log-level"] | default(cluster_cfg["alert-manager"]["log-level"]) | default("INFO") }}
         - name: CLASSIFICATION_INTERVAL_MINUTES
-          value: "{{ cluster_cfg['alert-manager']['node-issue-classifier']['classification-interval-minutes'] | default('10') }}"
-        - name: ICM_CERT_PATH
-          value: "/etc/icm-certs/cert"
-        - name: ICM_KEY_PATH
-          value: "/etc/icm-certs/key"
+          value: "{{ cluster_cfg["alert-manager"]["node-issue-classifier"]["classification-interval-minutes"] | default("10") }}"
+        - name: COOCCURRED_HARDWARE_FAILURE_LIMIT
+          value: "{{ cluster_cfg["alert-manager"]["node-issue-classifier"]["coccurred-hardware-failure-node-limit"] | default("5") }}"
+{% if cluster_cfg["alert-manager"]["node-issue-classifier"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "kusto" %}
+        - name: KUSTO_USER_ASSIGNED_CLIENT_ID
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["kusto-user-assigned-client-id"] }}
         - name: LTP_KUSTO_CLUSTER_URI
-          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["kusto-cluster"] }}
+          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"].get("kusto-cluster", cluster_cfg["alert-manager"]["kusto"]["kusto-cluster"]) }}
         - name: LTP_KUSTO_DATABASE_NAME
-          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["kusto-database"] }}
+          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"].get("kusto-database", cluster_cfg["alert-manager"]["kusto"]["kusto-database"]) }}
         - name: KUSTO_NODE_STATUS_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["node-status-table"] | default("NodeStatusRecord") }}
-        - name: KUSTO_NODE_STATUS_ATTRIBUTE_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["node-status-attribute-table"] | default("NodeStatusAttributes") }}
+          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"].get("node-status-table", cluster_cfg["alert-manager"]["kusto"]["node-status-table"]) }}
         - name: KUSTO_NODE_ACTION_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["node-action-table"] | default("NodeActionRecord") }}
-        - name: KUSTO_NODE_ACTION_ATTRIBUTE_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["node-action-attribute-table"] | default("NodeActionAttributes") }}
+          value: {{ cluster_cfg["alert-manager"]["node-issue-classifier"].get("node-action-table", cluster_cfg["alert-manager"]["kusto"]["node-action-table"]) }}
+{% endif %}
+        # Storage backend selection
+        - name: LTP_STORAGE_BACKEND_DEFAULT
+          value: "{{ cluster_cfg['alert-manager']['node-issue-classifier'].get('storage-backend', cluster_cfg['alert-manager'].get('storage-backend', 'kusto')) }}"
+{% if cluster_cfg["alert-manager"]["node-issue-classifier"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "postgresql" %}
+        - name: POSTGRES_CONNECTION_STR
+          value: "{{ cluster_cfg['postgresql']['connection-str'] }}"
+        - name: POSTGRES_SCHEMA
+          value: "{{ cluster_cfg['alert-manager']['postgresql'].get('schema', 'ltp_sdk') }}"
+{% endif %}
+        resources:
+          requests:
+            memory: "2Gi"
+            cpu: "100m"
+          limits:
+            memory: "4Gi"
+            cpu: "200m"
+        volumeMounts:
+        - name: config-volume
+          mountPath: /app/config
+{% endif %}
+{% if cluster_cfg["alert-manager"]["alert-parser"]["configured"] %}
+      - name: alert-parser
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}alert-parser:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
+        env:
+        - name: CLUSTER_ID
+          value: {{ cluster_cfg["cluster"]["common"]["cluster-id"] }}
         - name: ENVIRONMENT
-          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["environment"] | default("prod") }}
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["environment"] | default(cluster_cfg["alert-manager"]["environment"]) | default("prod") }}
         - name: LOG_LEVEL
-          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["log-level"] | default("INFO") }}
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["log-level"] | default(cluster_cfg["alert-manager"]["log-level"]) | default("INFO") }}
         - name: UPDATE_INTERVAL
-          value: "{{ cluster_cfg['alert-manager']['alert-parser']['update-interval'] | default('10') }}"
+          value: "{{ cluster_cfg["alert-manager"]["alert-parser"]["update-interval"] | default("10") }}"
+        - name: PROMETHEUS_SERVER_URI
+          value: {{ cluster_cfg["prometheus"]["url"] }}
+        - name: PAI_TOKEN
+          value: {{ cluster_cfg["alert-manager"]["pai-bearer-token"] }}
+{% if cluster_cfg["alert-manager"]["alert-parser"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "kusto" %}
+        - name: KUSTO_USER_ASSIGNED_CLIENT_ID
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["kusto-user-assigned-client-id"] }}
+        - name: LTP_KUSTO_CLUSTER_URI
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"].get("kusto-cluster", cluster_cfg["alert-manager"]["kusto"]["kusto-cluster"]) }}
+        - name: LTP_KUSTO_DATABASE_NAME
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"].get("kusto-database", cluster_cfg["alert-manager"]["kusto"]["kusto-database"]) }}
+        - name: KUSTO_NODE_STATUS_TABLE_NAME
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"].get("node-status-table", cluster_cfg["alert-manager"]["kusto"]["node-status-table"]) }}
+        - name: KUSTO_NODE_ACTION_TABLE_NAME
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"].get("node-action-table", cluster_cfg["alert-manager"]["kusto"]["node-action-table"]) }}
         - name: KUSTO_ALERT_CLUSTER
-          value: "{{ cluster_cfg['alert-manager']['alert-parser']['alert-kusto-cluster'] | default('https://ltp-kusto-alerts.westus2.kusto.windows.net') }}"
+          value: "{{ cluster_cfg['alert-manager']['alert-parser'].get('alert-kusto-cluster', 'https://ltp-kusto-alerts.westus2.kusto.windows.net') }}"
         - name: KUSTO_ALERT_DATABASE
-          value: "{{ cluster_cfg['alert-manager']['alert-parser']['alert-kusto-database'] | default('DefaultWorkspace-id-westus2') }}"
+          value: "{{ cluster_cfg['alert-manager']['alert-parser'].get('alert-kusto-database', 'DefaultWorkspace-id-westus2') }}"
+        - name: LTP_KUSTO_VM_INFO_TABLE_NAME
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"].get("kusto-vm-table", cluster_cfg["alert-manager"]["kusto"].get("kusto-vm-table", "")) }}
+        - name: LTP_VMSS_IDS
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["vmss_ids"] | default(cluster_cfg["alert-manager"]["vmss_ids"]) }}
+        - name: AZURE_CLIENT_ID
+          value: {{ cluster_cfg["alert-manager"]["alert-parser"]["vmss_client_id"] | default(cluster_cfg["alert-manager"]["vmss_client_id"]) }}
+{% endif %}
+        # Storage backend selection
+        - name: LTP_STORAGE_BACKEND_DEFAULT
+          value: "{{ cluster_cfg['alert-manager']['alert-parser'].get('storage-backend', cluster_cfg['alert-manager'].get('storage-backend', 'kusto')) }}"
+{% if cluster_cfg["alert-manager"]["alert-parser"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "postgresql" %}
+        - name: POSTGRES_CONNECTION_STR
+          value: "{{ cluster_cfg['postgresql']['connection-str'] }}"
+        - name: POSTGRES_SCHEMA
+          value: "{{ cluster_cfg['alert-manager']['postgresql'].get('schema', 'ltp_sdk') }}"
+{% endif %}
         resources:
           requests:
-            memory: "256Mi"
+            memory: "2Gi"
             cpu: "100m"
           limits:
-            memory: "512Mi"
+            memory: "4Gi"
             cpu: "200m"
         volumeMounts:
         - name: config-volume
@@ -203,17 +253,17 @@ spec:
           value: {{ cluster_cfg["cluster"]["common"]["cluster-id"] }}
         - name: ENVIRONMENT
           value: {{ cluster_cfg["alert-manager"]["node-recycler"]["environment"] | default("prod") }}
+{% if cluster_cfg["alert-manager"]["node-recycler"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "kusto" %}
         - name: KUSTO_USER_ASSIGNED_CLIENT_ID
-          value: {{ cluster_cfg["alert-manager"]["kusto-user-assigned-client-id"] }}
-{% if "kusto" in cluster_cfg["alert-manager"]["node-recycler"] %}
-        - name: LTP_KUSTO_CLUSTER
-          value: {{ cluster_cfg["alert-manager"]["node-recycler"]["kusto"]["cluster"] }}
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["kusto-user-assigned-client-id"] }}
+        - name: LTP_KUSTO_CLUSTER_URI
+          value: {{ cluster_cfg["alert-manager"]["node-recycler"].get("kusto-cluster", cluster_cfg["alert-manager"]["kusto"]["kusto-cluster"]) }}
         - name: LTP_KUSTO_DATABASE_NAME
-          value: {{ cluster_cfg["alert-manager"]["node-recycler"]["kusto"]["database"] }}
+          value: {{ cluster_cfg["alert-manager"]["node-recycler"].get("kusto-database", cluster_cfg["alert-manager"]["kusto"]["kusto-database"]) }}
         - name: KUSTO_NODE_STATUS_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["node-recycler"]["kusto"]["node-status-table"] | default("NodeStatusRecord") }}
+          value: {{ cluster_cfg["alert-manager"]["node-recycler"].get("node-status-table", cluster_cfg["alert-manager"]["kusto"]["node-status-table"]) }}
         - name: KUSTO_NODE_ACTION_TABLE_NAME
-          value: {{ cluster_cfg["alert-manager"]["node-recycler"]["kusto"]["node-action-table"] | default("NodeActionRecord") }}
+          value: {{ cluster_cfg["alert-manager"]["node-recycler"].get("node-action-table", cluster_cfg["alert-manager"]["kusto"]["node-action-table"]) }}
 {% endif %}
 {% if "icm" in cluster_cfg["alert-manager"]["node-recycler"] %}
         - name: ICM_HOST
@@ -239,12 +289,21 @@ spec:
           value: {{ cluster_cfg["rest-server"]["uri"] }}
         - name: REST_SERVER_TOKEN
           value: {{ cluster_cfg["alert-manager"]["pai-bearer-token"] }}
+        # Storage backend selection
+        - name: LTP_STORAGE_BACKEND_DEFAULT
+          value: "{{ cluster_cfg['alert-manager']['node-recycler'].get('storage-backend', cluster_cfg['alert-manager'].get('storage-backend', 'kusto')) }}"
+{% if cluster_cfg["alert-manager"]["node-recycler"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "postgresql" %}
+        - name: POSTGRES_CONNECTION_STR
+          value: "{{ cluster_cfg['postgresql']['connection-str'] }}"
+        - name: POSTGRES_SCHEMA
+          value: "{{ cluster_cfg['alert-manager']['postgresql'].get('schema', 'ltp_sdk') }}"
+{% endif %}
         resources:
           requests:
-            memory: "256Mi"
+            memory: "1Gi"
             cpu: "100m"
           limits:
-            memory: "512Mi"
+            memory: "4Gi"
             cpu: "200m"
         volumeMounts:
         - name: config-volume
@@ -255,6 +314,136 @@ spec:
 {% endif %}
 {% endif %}
 
+{% if cluster_cfg["alert-manager"]["node-failure-detection"]["monitor"]["configured"] %}
+      - name: monitor
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}node-failure-detection:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
+        command: ["python", "-u", "monitor/service_runner.py"]
+        env:
+        - name: REDIS_ENABLED
+          value: "{{ cluster_cfg['alert-manager']['node-failure-detection']['redis']['enabled'] | default('false') }}"
+        - name: REDIS_HOST
+          value: "{{ cluster_cfg['alert-manager']['node-failure-detection']['redis']['host'] | default('redis') }}"
+        - name: REDIS_PORT
+          value: "{{ cluster_cfg['alert-manager']['node-failure-detection']['redis']['port'] | default('6379') }}"
+        - name: REDIS_DB
+          value: "{{ cluster_cfg['alert-manager']['node-failure-detection']['redis']['db'] | default('0') }}"
+        - name: SPECS_DIR
+          value: "/app/config_specs"
+        - name: LOG_LEVEL
+          value: {{ cluster_cfg["alert-manager"]["node-failure-detection"]["monitor"]["log-level"] | default("INFO") }}
+        - name: PROMETHEUS_SERVER_URI
+          value: {{ cluster_cfg["prometheus"]["url"] }}
+        - name: REST_SERVER_URI
+          value: {{ cluster_cfg["rest-server"]["uri"] }}
+        - name: PAI_TOKEN
+          value: {{ cluster_cfg["alert-manager"]["pai-bearer-token"] }}
+        - name: LOG_MANAGER_USERNAME
+          value: {{ cluster_cfg["alert-manager"]["node-failure-detection"]["monitor"]["log-manager-username"] | default("admin") }}
+        - name: LOG_MANAGER_PASSWORD
+          value: {{ cluster_cfg["alert-manager"]["node-failure-detection"]["monitor"]["log-manager-password"] | default("admin") }}
+{% if "result-output-dir" in cluster_cfg["alert-manager"]["node-failure-detection"]["monitor"] %}
+        - name: RESULT_OUTPUT_DIR
+          value: {{ cluster_cfg["alert-manager"]["node-failure-detection"]["monitor"]["result-output-dir"] }}
+{% endif %}
+        volumeMounts:
+        - name: monitor-specs-config
+          mountPath: /app/config_specs
+        resources:
+          requests:
+            memory: "256Mi"
+            cpu: "100m"
+          limits:
+            memory: "512Mi"
+            cpu: "500m"
+{% endif %}
+{% if cluster_cfg["alert-manager"]["node-failure-detection"]["detector"]["configured"] %}
+      - name: detector
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}node-failure-detection:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
+        command: ["python", "-u", "detector/detector_service.py"]
+        env:
+        - name: REDIS_ENABLED
+          value: "{{ cluster_cfg['alert-manager']['node-failure-detection']['redis']['enabled'] | default('false') }}"
+        - name: REDIS_HOST
+          value: "{{ cluster_cfg['alert-manager']['node-failure-detection']['redis']['host'] | default('redis') }}"
+        - name: REDIS_PORT
+          value: "{{ cluster_cfg['alert-manager']['node-failure-detection']['redis']['port'] | default('6379') }}"
+        - name: REDIS_DB
+          value: "{{ cluster_cfg['alert-manager']['node-failure-detection']['redis']['db'] | default('0') }}"
+        - name: LOG_LEVEL
+          value: {{ cluster_cfg["alert-manager"]["node-failure-detection"]["detector"]["log-level"] | default("INFO") }}
+        - name: PATTERNS_DIR
+          value: "/app/detector/config_patterns"
+        - name: ALERT_MANAGER_URL
+          value: "{{ cluster_cfg['alert-manager']['url'] | default('http://localhost:9093') }}"
+        volumeMounts:
+        - name: detector-patterns-config
+          mountPath: /app/detector/config_patterns
+        resources:
+          requests:
+            memory: "256Mi"
+            cpu: "100m"
+          limits:
+            memory: "512Mi"
+            cpu: "500m"
+{% endif %}
+{% if cluster_cfg["alert-manager"]["job-data-recorder"]["configured"] %}
+      - name: job-data-recorder
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}job-data-recorder:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
+        env:
+        - name: CLUSTER_ID
+          value: {{ cluster_cfg["cluster"]["common"]["cluster-id"] }}
+        - name: ENVIRONMENT
+          value: {{ cluster_cfg["alert-manager"]["job-data-recorder"]["environment"] | default(cluster_cfg["alert-manager"]["environment"]) | default("prod") }}
+        - name: LOG_LEVEL
+          value: {{ cluster_cfg["alert-manager"]["job-data-recorder"]["log-level"] | default(cluster_cfg["alert-manager"]["log-level"]) | default("INFO") }}
+        - name: RUN_INTERVAL
+          value: "{{ cluster_cfg["alert-manager"]["job-data-recorder"]["run-interval"] | default("3h") }}"
+        - name: RECORD_RETAIN_TIME
+          value: "{{ cluster_cfg["alert-manager"]["job-data-recorder"]["record-retain-time"] | default("30d") }}"
+        - name: REST_SERVER_URI
+          value: {{ cluster_cfg["rest-server"]["uri"] }}
+        - name: PROMETHEUS_SERVER_URI
+          value: {{ cluster_cfg["prometheus"]["url"] }}
+        - name: PAI_TOKEN
+          value: {{ cluster_cfg["alert-manager"]["pai-bearer-token"] }}
+{% if cluster_cfg["alert-manager"]["job-data-recorder"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "kusto" %}
+        - name: KUSTO_METRICS_TABLE
+          value: "{{ cluster_cfg["alert-manager"]["job-data-recorder"].get("kusto-metrics-table", "JobSummary") }}"
+        - name: KUSTO_REACT_TABLE
+          value: "{{ cluster_cfg["alert-manager"]["job-data-recorder"].get("kusto-react-table", "JobReactTime") }}"
+        - name: KUSTO_USER_ASSIGNED_CLIENT_ID
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["kusto-user-assigned-client-id"] }}
+        - name: LTP_KUSTO_CLUSTER_URI
+          value: {{ cluster_cfg["alert-manager"]["job-data-recorder"].get("kusto-cluster", cluster_cfg["alert-manager"]["kusto"]["kusto-cluster"]) }}
+        - name: LTP_KUSTO_DATABASE_NAME
+          value: {{ cluster_cfg["alert-manager"]["job-data-recorder"].get("kusto-database", cluster_cfg["alert-manager"]["kusto"]["kusto-database"]) }}
+        - name: KUSTO_NODE_ACTION_TABLE_NAME
+          value: {{ cluster_cfg["alert-manager"]["job-data-recorder"].get("node-action-table", cluster_cfg["alert-manager"]["kusto"]["node-action-table"]) }}
+{% endif %}
+        # Storage backend selection
+        - name: LTP_STORAGE_BACKEND_DEFAULT
+          value: "{{ cluster_cfg['alert-manager']['job-data-recorder'].get('storage-backend', cluster_cfg['alert-manager'].get('storage-backend', 'kusto')) }}"
+{% if cluster_cfg["alert-manager"]["job-data-recorder"].get("storage-backend", cluster_cfg["alert-manager"].get("storage-backend", "kusto")) == "postgresql" %}
+        - name: POSTGRES_CONNECTION_STR
+          value: "{{ cluster_cfg['postgresql']['connection-str'] }}"
+        - name: POSTGRES_SCHEMA
+          value: "{{ cluster_cfg['alert-manager']['postgresql'].get('schema', 'ltp_sdk') }}"
+{% endif %}
+        resources:
+          requests:
+            memory: "2Gi"
+            cpu: "100m"
+          limits:
+            memory: "4Gi"
+            cpu: "500m"
+        volumeMounts:
+        - name: config-volume
+          mountPath: /app/config
+{% endif %}
+
       imagePullSecrets:
       - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
       volumes:
@@ -284,6 +473,16 @@ spec:
 {% endif %}
       - name: alertmanager
         emptyDir: {}
+{% if cluster_cfg["alert-manager"]["node-failure-detection"]["monitor"]["configured"] %}
+      - name: monitor-specs-config
+        configMap:
+          name: monitor-specs-config
+{% endif %}
+{% if cluster_cfg["alert-manager"]["node-failure-detection"]["detector"]["configured"] %}
+      - name: detector-patterns-config
+        configMap:
+          name: detector-patterns-config
+{% endif %}
       tolerations:
       - key: node.kubernetes.io/memory-pressure
         operator: "Exists"
diff --git a/src/alert-manager/deploy/alert-templates/cert-expiration/html.ejs b/src/alert-manager/deploy/alert-templates/cert-expiration/html.ejs
new file mode 100644
index 00000000..14de43e9
--- /dev/null
+++ b/src/alert-manager/deploy/alert-templates/cert-expiration/html.ejs
@@ -0,0 +1,37 @@
+<!DOCTYPE html
+    PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
+
+<html xmlns="http://www.w3.org/1999/xhtml" xmlns="http://www.w3.org/1999/xhtml"
+    style="font-family: 'Helvetica Neue', Helvetica, Arial, sans-serif; box-sizing: border-box; font-size: 14px; margin: 0;">
+
+<body>
+    Dear LTP admin:
+    </br>
+    </br>
+    There are certificate expiration alerts for cluster <b>
+        <%= cluster_id %>
+    </b>.
+    </br>
+    </br>
+    Related Certificate(s):
+    </br>
+    </br>
+    <% alerts.filter(element=> element.status == "firing").forEach(function(alert) { %>
+        Certificate: <b><%= alert.annotations.cert %></b>
+        <br />
+        <br />
+        Certificate Expiry Date: <b><%= alert.annotations.expiry_date %></b>
+        <br />
+        <br />
+        <i><%= alert.annotations.description %></i>
+        <br />
+        <br />
+    <% }); %>
+    </br>
+    Please check the certificate expiration status and renew the certificate if necessary.
+    </br>
+    </br>
+    LTP Admin Team
+</body>
+
+</html>
\ No newline at end of file
diff --git a/src/alert-manager/deploy/alert-templates/cert-expiration/subject.ejs b/src/alert-manager/deploy/alert-templates/cert-expiration/subject.ejs
new file mode 100644
index 00000000..85e75612
--- /dev/null
+++ b/src/alert-manager/deploy/alert-templates/cert-expiration/subject.ejs
@@ -0,0 +1 @@
+<%= cluster_id %>: Pai Certificate Expiration Alert
diff --git a/src/alert-manager/deploy/detector-patterns-configmap.yaml.template b/src/alert-manager/deploy/detector-patterns-configmap.yaml.template
new file mode 100644
index 00000000..454aef2f
--- /dev/null
+++ b/src/alert-manager/deploy/detector-patterns-configmap.yaml.template
@@ -0,0 +1,33 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+# ConfigMap for Detector Patterns (Python files)
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: detector-patterns-config
+  labels:
+    app: alert-manager
+data:
+  # Python pattern files - read directly from patterns directory  
+  # Clean separation: specs/ (YAML) vs patterns/ (Python)
+  
+  pattern_template.py: |
+{{ lookup('file', 'src/alert-manager/src/node-failure-detection/configs/detect_patterns/pattern_template.py') | indent(4, True) }}
+
+  nvidia_ecc_error.py: |
+{{ lookup('file', 'src/alert-manager/src/node-failure-detection/configs/detect_patterns/nvidia_ecc_error.py') | indent(4, True) }}
diff --git a/src/alert-manager/deploy/monitor-specs-configmap.yaml.template b/src/alert-manager/deploy/monitor-specs-configmap.yaml.template
new file mode 100644
index 00000000..c2fe1c30
--- /dev/null
+++ b/src/alert-manager/deploy/monitor-specs-configmap.yaml.template
@@ -0,0 +1,30 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+# ConfigMap for Monitor Specifications
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: monitor-specs-config
+  labels:
+    app: alert-manager
+data:
+  # Monitor specifications - read directly from source files
+  # This ensures single source of truth and automatic updates
+  
+  nvidia_ecc_error.yaml: |
+{{ lookup('file', 'src/alert-manager/src/node-failure-detection/configs/monitor_specs/nvidia_ecc_error.yaml') | indent(4, True) }}
diff --git a/src/alert-manager/deploy/redis-configmap.yaml.template b/src/alert-manager/deploy/redis-configmap.yaml.template
new file mode 100644
index 00000000..b039c437
--- /dev/null
+++ b/src/alert-manager/deploy/redis-configmap.yaml.template
@@ -0,0 +1,132 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: redis-config
+data:
+  redis.conf: |-
+    # Redis configuration for Alert Manager Node Failure Detection
+    
+    # Network configuration
+    bind 0.0.0.0
+    port 6379
+    tcp-backlog 511
+    timeout 0
+    tcp-keepalive 300
+    
+    # General configuration
+    daemonize no
+    supervised no
+    pidfile /var/run/redis.pid
+    loglevel notice
+    logfile ""
+    syslog-enabled no
+    databases 16
+    
+    # Enhanced logging for debugging
+    # Log queries slower than 10ms (helps debug performance issues)
+    slowlog-log-slower-than 10000
+    slowlog-max-len 128
+    
+    # Memory tracking and debugging
+    # Track memory usage patterns
+    maxmemory-samples 10
+    
+    # Log memory warnings early
+    syslog-facility local0
+    
+    # Memory management and monitoring
+    # Use allkeys-lru eviction policy to handle memory pressure
+    maxmemory-policy allkeys-lru
+    # Increased samples for better LRU accuracy and debugging
+    maxmemory-samples 10
+    
+    # Set a reasonable memory limit (will be overridden by K8s limits)
+    # This helps Redis log memory warnings before K8s kills the pod
+    # maxmemory 400mb  # Uncomment if you want Redis-level limits
+    
+    # Persistence configuration
+    # Enable both RDB and AOF for data durability
+    save 900 1
+    save 300 10
+    save 60 10000
+    
+    # RDB configuration
+    stop-writes-on-bgsave-error no
+    rdbcompression yes
+    rdbchecksum yes
+    dbfilename dump.rdb
+    dir /data
+    
+    # AOF configuration
+    appendonly yes
+    appendfilename "appendonly.aof"
+    appendfsync everysec
+    no-appendfsync-on-rewrite no
+    auto-aof-rewrite-percentage 100
+    aof-load-truncated yes
+    aof-use-rdb-preamble yes
+    
+    # Redis Streams configuration optimized for node failure detection
+    # Remove artificial limits to handle large monitoring payloads efficiently
+    # 
+    # Default Redis limits are too small for our use case:
+    # - Node failure detection messages can be 5-50MB (cluster-wide investigations)
+    # - Complex JSON with 1000s of log entries, metrics from 100+ nodes
+    # - Artificial limits cause excessive fragmentation and poor performance
+    #
+    # Let Redis manage internal storage optimally without arbitrary constraints
+    # 
+    # Note: Messages are deleted individually after consumption by the application
+    # to prevent unbounded growth of streams
+    
+    # Client output buffer limits for pub/sub and normal clients
+    # Set reasonable limits to prevent memory issues
+    client-output-buffer-limit normal 32mb 8mb 60
+    client-output-buffer-limit replica 256mb 64mb 60
+    client-output-buffer-limit pubsub 32mb 8mb 60
+    
+    # Performance tuning
+    hz 10
+    dynamic-hz yes
+    
+    # Security (basic settings)
+    protected-mode no
+    
+    # Disable dangerous commands in production
+    rename-command FLUSHDB ""
+    rename-command FLUSHALL ""
+    rename-command DEBUG ""
+    rename-command CONFIG ""
+    
+    # Enhanced monitoring and debugging
+    # Enable keyspace notifications for stream monitoring
+    notify-keyspace-events "Ex"
+    
+    # Latency monitoring (track operations slower than 10ms)
+    latency-monitor-threshold 10
+    
+    # Additional monitoring for streams and memory
+    # Track command latencies
+    latency-tracking yes
+    latency-tracking-info-percentiles 50 99 99.9
+    
+    # Log client connections for debugging
+    # (Useful for tracking connection leaks)
+    tcp-keepalive 60 
\ No newline at end of file
diff --git a/src/alert-manager/deploy/redis-deployment.yaml.template b/src/alert-manager/deploy/redis-deployment.yaml.template
new file mode 100644
index 00000000..0b315679
--- /dev/null
+++ b/src/alert-manager/deploy/redis-deployment.yaml.template
@@ -0,0 +1,84 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: redis
+  labels:
+    app: redis
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: redis
+  template:
+    metadata:
+      name: redis
+      labels:
+        app: redis
+    spec:
+      containers:
+      - name: redis
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}redis-monitoring:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
+        # Alternative: use standard image (requires setup-redis-monitoring.sh)
+        # image: redis:7-alpine
+        ports:
+        - containerPort: 6379
+          name: redis
+        # No command override here!
+        volumeMounts:
+        - name: redis-data
+          mountPath: /data
+        - name: redis-config
+          mountPath: /etc/redis
+        resources:
+          requests:
+            memory: "256Mi"
+            cpu: "100m"
+          limits:
+            memory: "512Mi"
+            cpu: "500m"
+        livenessProbe:
+          tcpSocket:
+            port: 6379
+          initialDelaySeconds: 30
+          timeoutSeconds: 5
+          periodSeconds: 10
+          successThreshold: 1
+          failureThreshold: 3
+        readinessProbe:
+          exec:
+            command:
+            - redis-cli
+            - ping
+          initialDelaySeconds: 5
+          timeoutSeconds: 1
+          periodSeconds: 10
+          successThreshold: 1
+          failureThreshold: 3
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
+      volumes:
+      - name: redis-data
+        hostPath:
+          path: /data/redis-data
+          type: ""
+      - name: redis-config
+        configMap:
+          name: redis-config
diff --git a/src/alert-manager/deploy/redis-service.yaml.template b/src/alert-manager/deploy/redis-service.yaml.template
new file mode 100644
index 00000000..82a002b6
--- /dev/null
+++ b/src/alert-manager/deploy/redis-service.yaml.template
@@ -0,0 +1,32 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+apiVersion: v1
+kind: Service
+metadata:
+  name: redis
+  labels:
+    app: redis
+spec:
+  type: ClusterIP
+  ports:
+  - port: 6379
+    targetPort: 6379
+    protocol: TCP
+    name: redis
+  selector:
+    app: redis 
\ No newline at end of file
diff --git a/src/alert-manager/deploy/service.yaml b/src/alert-manager/deploy/service.yaml
index 84d4876e..1b9ea19f 100644
--- a/src/alert-manager/deploy/service.yaml
+++ b/src/alert-manager/deploy/service.yaml
@@ -29,6 +29,11 @@ template-list:
   - alert-manager-cronjob.yaml
   - alert-manager-cert-expiration-check-cronjob.yaml
   - alert-manager-abnormal-detector.yaml
+  - redis-configmap.yaml
+  - redis-deployment.yaml
+  - redis-service.yaml
+  - monitor-specs-configmap.yaml
+  - detector-patterns-configmap.yaml
   - start.sh
 
 start-script: start.sh
diff --git a/src/alert-manager/deploy/start.sh.template b/src/alert-manager/deploy/start.sh.template
index 8a1ff5cd..e6f3854f 100644
--- a/src/alert-manager/deploy/start.sh.template
+++ b/src/alert-manager/deploy/start.sh.template
@@ -32,14 +32,30 @@ kubectl create configmap alert-templates \
 {% endif -%}
 
 # create configmap for node-recycler
-{% if "icm" in cluster_cfg["alert-manager"]["node-recycler"] %}
+{% if cluster_cfg["alert-manager"]["node-recycler"]["configured"] -%}
+{% if "icm" in cluster_cfg["alert-manager"]["node-recycler"] -%}
 mkdir -p icm-certs/
 cp {{ cluster_cfg["alert-manager"]["node-recycler"]["icm"]["crt_path"] }} icm-certs/
 cp {{ cluster_cfg["alert-manager"]["node-recycler"]["icm"]["key_path"] }} icm-certs/
 kubectl create configmap icm-certs --from-file=icm-certs/ --dry-run=client -o yaml | kubectl apply --overwrite=true -f - || exit $?
+{% endif -%}
+{% endif -%}
+
+{% if cluster_cfg["alert-manager"]["cert-expiration-checker"] %}
+{% if cluster_cfg['authentication']['AAD'] and cluster_cfg['authentication']['AAD']['certificate'] %}
+kubectl create configmap oidc-cert \
+    --from-file="public.crt"={{ cluster_cfg['authentication']['AAD']['certificate']['certPath'] }} \
+    --dry-run=client -o yaml | kubectl apply --overwrite=true -f - || exit $?
+{% endif %}
+kubectl apply --overwrite=true -f alert-manager-cert-expiration-check-cronjob.yaml || exit $?
 {% endif %}
 
 kubectl apply --overwrite=true -f rbac.yaml || exit $?
+kubectl apply --overwrite=true -f redis-configmap.yaml || exit $?
+kubectl apply --overwrite=true -f redis-deployment.yaml || exit $?
+kubectl apply --overwrite=true -f redis-service.yaml || exit $?
+kubectl apply --overwrite=true -f detector-patterns-configmap.yaml || exit $?
+kubectl apply --overwrite=true -f monitor-specs-configmap.yaml || exit $?
 kubectl apply --overwrite=true -f alert-manager-configmap.yaml || exit $?
 kubectl apply --overwrite=true -f alert-manager-deployment.yaml || exit $?
 kubectl apply --overwrite=true -f alert-manager-cert-expiration-check-cronjob.yaml || exit $?
diff --git a/src/alert-manager/deploy/stop.sh b/src/alert-manager/deploy/stop.sh
index bf29162f..bf266fc4 100644
--- a/src/alert-manager/deploy/stop.sh
+++ b/src/alert-manager/deploy/stop.sh
@@ -20,7 +20,12 @@
 
 kubectl delete --ignore-not-found --now configmap/alert-templates
 kubectl delete --ignore-not-found --now configmap/alertmanager
+kubectl delete --ignore-not-found --now configmap/redis-config
+kubectl delete --ignore-not-found --now configmap/monitor-specs-config
+kubectl delete --ignore-not-found --now configmap/detector-patterns-config
 kubectl delete --ignore-not-found --now deployment/alertmanager
+kubectl delete --ignore-not-found --now deployment/redis
+kubectl delete --ignore-not-found --now service/redis
 kubectl delete --ignore-not-found --now cronjob/cluster-utilization
 kubectl delete --ignore-not-found --now cronjob/cert-expiration-checker
 
diff --git a/src/alert-manager/src/abnormal_detector/detect_abnormal.py b/src/alert-manager/src/abnormal_detector/detect_abnormal.py
index 62b1b663..e713a890 100644
--- a/src/alert-manager/src/abnormal_detector/detect_abnormal.py
+++ b/src/alert-manager/src/abnormal_detector/detect_abnormal.py
@@ -171,9 +171,17 @@ def main():
     if not PAI_URI:
         logging.error("PAI_URI is not set")
         return
-    diagnose_info = get_diagnose_info()
-    send_quota_adjust_alerts(PAI_URI, diagnose_info.quota_adjustments)
-    send_abnormal_job_alerts(PAI_URI, diagnose_info.abnormal_jobs)
+    try:
+        diagnose_info = get_diagnose_info()
+    except Exception as e:
+        logging.error(f"Failed to get diagnose info: {e}")
+        return
+
+    try:
+        send_quota_adjust_alerts(PAI_URI, diagnose_info.quota_adjustments)
+        send_abnormal_job_alerts(PAI_URI, diagnose_info.abnormal_jobs)
+    except Exception as e:
+        logging.error(f"Failed to send adjust alerts: {e}")
 
 if __name__ == "__main__":
     logging.basicConfig(
diff --git a/src/alert-manager/src/abnormal_detector/requirements.txt b/src/alert-manager/src/abnormal_detector/requirements.txt
index b4500579..f2293605 100644
--- a/src/alert-manager/src/abnormal_detector/requirements.txt
+++ b/src/alert-manager/src/abnormal_detector/requirements.txt
@@ -1 +1 @@
-requests==2.23.0
+requests
diff --git a/src/alert-manager/src/alert-handler/.eslintrc.js b/src/alert-manager/src/alert-handler/.eslintrc.js
index 703d6ae9..e5e2cfe1 100755
--- a/src/alert-manager/src/alert-handler/.eslintrc.js
+++ b/src/alert-manager/src/alert-handler/.eslintrc.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   plugins: ['eslint-plugin-prettier'],
   env: {
diff --git a/src/alert-manager/src/alert-handler/controllers/kubernetes.js b/src/alert-manager/src/alert-handler/controllers/kubernetes.js
index 0b9a557e..8a2f1426 100644
--- a/src/alert-manager/src/alert-handler/controllers/kubernetes.js
+++ b/src/alert-manager/src/alert-handler/controllers/kubernetes.js
@@ -27,17 +27,13 @@ const cleanTTL24HJobs = () => {
 
   const k8sApi = kc.makeApiClient(k8s.BatchV1Api);
   k8sApi
-    .listNamespacedJob(
-      'default',
-      undefined,
-      undefined,
-      undefined,
-      undefined,
-      'created-by=alert-handler,time-to-live=24h', // labelSelector
+    .listNamespacedJob({
+      namespace: 'default',
+      labelSelector: 'created-by=alert-handler,time-to-live=24h'}
     )
     .then((response) => {
       logger.info(`Successfully get job list.`);
-      const jobs = response.body.items;
+      const jobs = response.items;
       jobs.forEach((job) => {
         const jobName = job.metadata.name;
         if (
@@ -45,7 +41,9 @@ const cleanTTL24HJobs = () => {
           new Date() - new Date(job.status.completionTime) > 24 * 60 * 60 * 1000 // completed for more than 24h
         )
           k8sApi
-            .deleteNamespacedJob(jobName, 'default')
+            .deleteNamespacedJob({
+              name: jobName,
+              namespace: 'default'})
             .then((response) => {
               logger.info(`Successfully deleted job ${jobName}`);
             })
diff --git a/src/alert-manager/src/alert-handler/controllers/log.js b/src/alert-manager/src/alert-handler/controllers/log.js
new file mode 100644
index 00000000..4ede7fb1
--- /dev/null
+++ b/src/alert-manager/src/alert-handler/controllers/log.js
@@ -0,0 +1,111 @@
+// Copyright (c) Microsoft Corporation
+// under the MIT license.
+
+const logger = require('@alert-handler/common/logger');
+const { spawn } = require('child_process');
+const path = require('path');
+const fs = require('fs');
+const os = require('os');
+
+// log alerts
+const logAlerts = async (req, res) => {
+  logger.info(
+    'alert-handler received `log-alerts` post request from alert-manager.',
+  );
+
+  const timestamp = new Date().toISOString();
+  const alertsToSave = [];
+  
+  // Log each alert with detailed information
+  if (req.body.alerts && Array.isArray(req.body.alerts)) {
+    req.body.alerts.forEach(alert => {
+      const summary = alert.annotations?.summary || 'No summary available';
+      const labels = JSON.stringify(alert.labels);
+      const annotations = alert.annotations && Object.keys(alert.annotations).length > 0
+        ? JSON.stringify(alert.annotations)
+        : 'No annotations available';
+
+      logger.info(
+        `[${timestamp}] alert-handler received alerts: Alertname: ${alert.labels?.alertname}, Severity: ${alert.labels?.severity}, Summary: ${summary}, Labels: ${labels}, Annotations: ${annotations}`
+      );
+
+      // Prepare alert data for PostgreSQL insertion
+      alertsToSave.push({
+        timestamp: timestamp,
+        alertname: alert.labels?.alertname || 'Unknown',
+        severity: alert.labels?.severity || 'info',
+        summary: summary,
+        node_name: alert.labels?.node_name || alert.labels?.node || alert.labels?.instance || null,
+        labels: alert.labels,
+        annotations: alert.annotations || null,
+        endpoint: process.env.CLUSTER_ID || 'unknown'
+      });
+    });
+
+    // Save to PostgreSQL if backend is configured
+    if (process.env.LTP_STORAGE_BACKEND_DEFAULT === 'postgresql' && alertsToSave.length > 0) {
+      saveAlertsToPostgreSQL(alertsToSave);
+    }
+  } else {
+    logger.warn('No alerts found in request body or alerts is not an array');
+  }
+
+  try {
+    res.status(200).json({
+      message: 'alert-handler successfully logged alerts',
+      count: req.body.alerts ? req.body.alerts.length : 0
+    });
+  } catch (error) {
+    logger.error('Failed to log alerts:', error);
+    res.status(500).json({
+      message: 'alert-handler failed to log alerts',
+    });
+  }
+};
+
+// Helper function to save alerts to PostgreSQL
+function saveAlertsToPostgreSQL(alerts) {
+  const scriptPath = path.join(__dirname, 'save_alerts.py');
+  const payload = JSON.stringify(alerts);
+  
+  // Create a temporary file to pass alert data to Python script
+  // This avoids race conditions with pipes and argv limits
+  const tmpDir = os.tmpdir();
+  const tmpFile = path.join(tmpDir, `alerts_${Date.now()}_${Math.random().toString(36).substring(7)}.json`);
+  
+  try {
+    // Write payload to temp file synchronously to ensure it's ready before Python reads
+    fs.writeFileSync(tmpFile, payload, 'utf8');
+    
+    // Spawn Python process with temp file path as argument
+    // Python script will read the file and delete it after processing
+    const python = spawn('python3', [scriptPath, tmpFile], { 
+      stdio: ['ignore', 'pipe', 'pipe'] 
+    });
+
+    python.stdout.on('data', (data) => {
+      logger.info(`PostgreSQL: ${data.toString().trim()}`);
+    });
+
+    python.stderr.on('data', (data) => {
+      logger.error(`PostgreSQL error: ${data.toString().trim()}`);
+    });
+
+    python.on('error', (error) => {
+      logger.error(`Failed to spawn Python process: ${error.message}`);
+    });
+
+    python.on('close', (code) => {
+      if (code !== 0) {
+        logger.error(`Python script exited with code ${code}`);
+      }
+    });
+  } catch (error) {
+    logger.error(`Failed to create temp file or spawn Python process: ${error.message}`);
+  }
+}
+
+// module exports
+module.exports = {
+  logAlerts,
+};
diff --git a/src/alert-manager/src/alert-handler/controllers/node.js b/src/alert-manager/src/alert-handler/controllers/node.js
index 8d537c4d..dee84370 100644
--- a/src/alert-manager/src/alert-handler/controllers/node.js
+++ b/src/alert-manager/src/alert-handler/controllers/node.js
@@ -27,7 +27,7 @@ async function SyncUserLogs(nodeName) {
     const k8sApi = kc.makeApiClient(k8s.CoreV1Api);
     const allPods = await k8sApi.listPodForAllNamespaces();
     // Find the log-manager pod running on the specified node
-    const logManagerPod = allPods.body.items.find(pod =>
+    const logManagerPod = allPods.items.find(pod =>
       pod.metadata.namespace === 'default' &&
       pod.spec.nodeName === nodeName &&
       pod.metadata.name.includes('log-manager')
@@ -86,20 +86,12 @@ const retrySyncUserLogs = async (nodeName, retries) => {
 };
 
 const cordonNode = async (nodeName) => {
-  const headers = {
-    'content-type': 'application/strategic-merge-patch+json',
-  };
   // Set the node unschedulable
   const k8sApi = kc.makeApiClient(k8s.CoreV1Api);
-  const patchNodePromise = k8sApi.patchNode(
-    nodeName,
-    { spec: { unschedulable: true } },
-    undefined,
-    undefined,
-    undefined,
-    undefined,
-    undefined,
-    { headers },
+  const patchNodePromise = k8sApi.patchNode({
+    name: nodeName,
+    body: { spec: { unschedulable: true } }},
+    k8s.setHeaderOptions('Content-Type', k8s.PatchStrategy.StrategicMergePatch),
   );
 
   const syncLogsPromise = retrySyncUserLogs(nodeName, 2);
@@ -116,20 +108,12 @@ const cordonNode = async (nodeName) => {
 };
 
 const uncordonNode = async (nodeName) => {
-  const headers = {
-    'content-type': 'application/strategic-merge-patch+json',
-  };
   // set the node unschedulable
   const k8sApi = kc.makeApiClient(k8s.CoreV1Api);
-  return k8sApi.patchNode(
-    nodeName,
-    { spec: { unschedulable: false } },
-    undefined,
-    undefined,
-    undefined,
-    undefined,
-    undefined,
-    { headers },
+  return k8sApi.patchNode({
+    name: nodeName,
+    body: { spec: { unschedulable: false } }},
+    k8s.setHeaderOptions('Content-Type', k8s.PatchStrategy.StrategicMergePatch),
   );
 }
 
@@ -210,7 +194,7 @@ const drainNode = async (nodeName) => {
   try {
     // Get all pods on the node (excluding DaemonSets)
     const allPods = await k8sApi.listPodForAllNamespaces();
-    const podNames = allPods.body.items.filter(
+    const podNames = allPods.items.filter(
       pod => pod.metadata.namespace === 'default' && pod.spec.nodeName === nodeName && !pod.metadata.ownerReferences?.some(ref => ref.kind === 'DaemonSet'))
       .map(pod => pod.metadata.name);
 
@@ -222,7 +206,9 @@ const drainNode = async (nodeName) => {
     // Evict each pod
     await Promise.all(
       podNames.map(podName =>
-        k8sApi.deleteNamespacedPod(podName, 'default')
+        k8sApi.deleteNamespacedPod({
+          name: podName,
+          namespace: 'default'})
       )
     );
 
@@ -259,7 +245,7 @@ const getRebootPod = (nodeName) => ({
 const checkNodeCordoned = async (nodeName) => {
   const k8sApi = kc.makeApiClient(k8s.CoreV1Api);
   // Check if the node is already cordoned
-  const { body: node } = await k8sApi.readNode(nodeName);
+  const node = await k8sApi.readNode({name: nodeName});
   const isCordoned = node.spec.unschedulable === true;
   if (isCordoned) {
     return true;
@@ -319,7 +305,7 @@ const rebootNodes = async (req, res) => {
       await cordonNode(nodeName);
       await drainNode(nodeName);
       const k8sApi = kc.makeApiClient(k8s.CoreV1Api);
-      await k8sApi.createNamespacedPod("default", getRebootPod(nodeName));
+      await k8sApi.createNamespacedPod({namespace: "default", body: getRebootPod(nodeName)});
       logger.info(`Successfully triggered reboot for node: ${nodeName}`);
       return { nodeName, status: 'fulfilled' };
     } catch (error) {
@@ -416,7 +402,7 @@ const fixNvidiaGPULowPerf = (req, res) => {
       jobInfo.minorNumber,
     );
     k8sApi
-      .createNamespacedJob('default', job)
+      .createNamespacedJob({namespace: 'default', body: job})
       .then((response) => {
         logger.info(
           `Successfully start job ${jobInfo.jobName} for GPU Low Performance issue in node: ${jobInfo.nodeName}, minor number: ${jobInfo.minorNumber}`,
diff --git a/src/alert-manager/src/alert-handler/controllers/rebootcleaner.js b/src/alert-manager/src/alert-handler/controllers/rebootcleaner.js
index ea213667..426ba1cf 100644
--- a/src/alert-manager/src/alert-handler/controllers/rebootcleaner.js
+++ b/src/alert-manager/src/alert-handler/controllers/rebootcleaner.js
@@ -28,8 +28,8 @@ const cleanFinishedRebootPods = () => {
 
   const k8sApi = kc.makeApiClient(k8s.CoreV1Api);
 
-  k8sApi.listNamespacedPod('default').then((res) => {
-    const pods = res.body.items;
+  k8sApi.listNamespacedPod({namespace: 'default'}).then((res) => {
+    const pods = res.items;
     const rebootPods = pods.filter(pod => pod.metadata.name.includes('node-rebooter') && pod.status.containerStatuses.some(status => status.state.terminated && status.state.terminated.reason === 'ContainerStatusUnknown'));
     if (rebootPods.length > 0) {
       logger.info(`Rebooting pods to be cleaned: ${rebootPods.map(pod => pod.metadata.name).join(', ')}`);
@@ -37,7 +37,7 @@ const cleanFinishedRebootPods = () => {
       logger.info('No rebooting pods to be cleaned.');
     }
     rebootPods.forEach(pod => {
-      k8sApi.deleteNamespacedPod(pod.metadata.name, 'default').then(() => {
+      k8sApi.deleteNamespacedPod({name: pod.metadata.name, namesapce: 'default'}).then(() => {
         logger.info(`Successfully deleted rebooting pod ${pod.metadata.name}`);
       }).catch((err) => {
         logger.error(`Failed to delete rebooting pod ${pod.metadata.name}: ${err}`);
diff --git a/src/alert-manager/src/alert-handler/controllers/save_alerts.py b/src/alert-manager/src/alert-handler/controllers/save_alerts.py
new file mode 100644
index 00000000..772c24a9
--- /dev/null
+++ b/src/alert-manager/src/alert-handler/controllers/save_alerts.py
@@ -0,0 +1,74 @@
+import sys
+import os
+import json
+from datetime import datetime
+
+try:
+    from ltp_storage.factory import create_alert_client
+    from ltp_storage.data_schema.alert_records import AlertRecordData
+except ImportError as e:
+    print(f"Import error: {e}", file=sys.stderr)
+    sys.exit(1)
+
+# Get temp file path from command line argument
+if len(sys.argv) < 2:
+    print("Error: Temp file path argument is required", file=sys.stderr)
+    sys.exit(1)
+
+tmp_file_path = sys.argv[1]
+
+try:
+    # Read alerts from temp file
+    if not os.path.exists(tmp_file_path):
+        print(f"Error: Temp file does not exist: {tmp_file_path}", file=sys.stderr)
+        sys.exit(1)
+    
+    try:
+        with open(tmp_file_path, 'r', encoding='utf-8') as f:
+            alerts_json = f.read()
+    except IOError as e:
+        print(f"Failed to read temp file {tmp_file_path}: {e}", file=sys.stderr)
+        sys.exit(1)
+    
+    alerts = json.loads(alerts_json)
+
+    client = create_alert_client()
+    records = []
+
+    for alert in alerts:
+        try:
+            ts_str = alert['timestamp'].replace('Z', '+00:00')
+            timestamp = datetime.fromisoformat(ts_str)
+
+            record = AlertRecordData(
+                timestamp=timestamp,
+                alertname=alert['alertname'],
+                severity=alert['severity'],
+                summary=alert['summary'],
+                node_name=alert.get('node_name'),
+                labels=alert.get('labels'),
+                annotations=alert.get('annotations'),
+                endpoint=alert['endpoint']
+            )
+            records.append(record)
+        except Exception as e:
+            print(f"Error parsing alert: {e}", file=sys.stderr)
+
+    if records:
+        client.insert_alerts_batch(records)
+        print(f"Successfully saved {len(records)} alerts to PostgreSQL")
+    else:
+        print("No valid alerts to save", file=sys.stderr)
+
+except Exception as e:
+    print(f"Failed to save alerts to PostgreSQL: {e}", file=sys.stderr)
+    sys.exit(1)
+finally:
+    # Always delete the temp file after processing, even if there was an error
+    try:
+        if os.path.exists(tmp_file_path):
+            os.remove(tmp_file_path)
+    except OSError as e:
+        print(f"Warning: Failed to delete temp file {tmp_file_path}: {e}", file=sys.stderr)
+
+
diff --git a/src/alert-manager/src/alert-handler/package.json b/src/alert-manager/src/alert-handler/package.json
index 45405bea..e9067a2f 100644
--- a/src/alert-manager/src/alert-handler/package.json
+++ b/src/alert-manager/src/alert-handler/package.json
@@ -23,29 +23,48 @@
     "@alert-handler": "."
   },
   "devDependencies": {
-    "dotenv": "^16.4.5",
-    "eslint": "^7.7.0",
-    "eslint-config-prettier": "~6.11.0",
-    "eslint-config-standard": "~14.1.1",
-    "eslint-plugin-import": "^2.22.0",
+    "dotenv": "^16.5.0",
+    "eslint": "^9.26.0",
+    "eslint-config-prettier": "~10.1.5",
+    "eslint-plugin-import": "^2.31.0",
     "eslint-plugin-node": "^11.1.0",
-    "eslint-plugin-prettier": "~3.1.4",
-    "eslint-plugin-promise": "^4.2.1",
-    "eslint-plugin-standard": "^4.0.1",
-    "prettier": "~2.0.5"
+    "eslint-plugin-prettier": "~5.4.0",
+    "eslint-plugin-promise": "^7.2.1",
+    "eslint-plugin-standard": "^5.0.0",
+    "prettier": "~3.5.3"
   },
   "dependencies": {
-    "@kubernetes/client-node": "0.20.0",
-    "axios": "^0.21.2",
-    "body-parser": "^1.20.3",
-    "ejs": "^3.1.5",
-    "email-templates": "^7.1.0",
-    "express": "^4.16.2",
-    "express-bearer-token": "^2.4.0",
-    "joi": "^14.3.1",
-    "module-alias": "^2.2.2",
-    "nodemailer": "^6.4.16",
-    "winston": "2"
+    "@kubernetes/client-node": "1.2.0",
+    "axios": "^1.12.0",
+    "body-parser": "^2.2.1",
+    "cookie-parser": "^1.4.7",
+    "ejs": "^3.1.10",
+    "email-templates": "^12.0.2",
+    "express": "^5.2.0",
+    "express-bearer-token": "^3.0.0",
+    "joi": "^17.13.3",
+    "module-alias": "^2.2.3",
+    "nodemailer": "^7.0.11",
+    "winston": "2",
+    "ws": "^8.18.2"
+  },
+  "overrides": {
+    "express@*": "5.2.1",
+    "body-parser@*": "2.2.1",
+    "nodemailer@*": "7.0.11",
+    "@messageformat/runtime@*": "3.0.2",
+    "js-yaml@*": "4.1.1",
+    "@messageformat/core@* > @messageformat/runtime": "3.0.2",
+    "express@* > body-parser": "2.2.1",
+    "@eslint/eslintrc@* > js-yaml": "4.1.1",
+    "@kubernetes/client-node@* > js-yaml": "4.1.1",
+    "@messageformat/core@3.4.0 > @messageformat/runtime": "3.0.2"
+  },
+  "resolutions": {
+    "nodemailer": "^7.0.11",
+    "tar-fs": "^3.1.1",
+    "@eslint/plugin-kit": "^0.3.3",
+    "form-data": "^4.0.4"
   },
   "scripts": {
     "lint": "eslint .",
diff --git a/src/alert-manager/src/alert-handler/prettier.config.js b/src/alert-manager/src/alert-handler/prettier.config.js
index 12d6cd07..a22cc656 100755
--- a/src/alert-manager/src/alert-handler/prettier.config.js
+++ b/src/alert-manager/src/alert-handler/prettier.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   semi: true,
   // Trailing commas help with git merging and conflict resolution
diff --git a/src/alert-manager/src/alert-handler/requirements.txt b/src/alert-manager/src/alert-handler/requirements.txt
new file mode 100644
index 00000000..af675d42
--- /dev/null
+++ b/src/alert-manager/src/alert-handler/requirements.txt
@@ -0,0 +1,2 @@
+./ltp-storage-common
+./postgresql-sdk
diff --git a/src/alert-manager/src/alert-handler/routes/actions.js b/src/alert-manager/src/alert-handler/routes/actions.js
index 49feacf5..31d8549f 100644
--- a/src/alert-manager/src/alert-handler/routes/actions.js
+++ b/src/alert-manager/src/alert-handler/routes/actions.js
@@ -19,7 +19,8 @@ const express = require('express');
 const emailController = require('@alert-handler/controllers/mail');
 const jobController = require('@alert-handler/controllers/job');
 const nodeController = require('@alert-handler/controllers/node');
-const userController = require('@alert-handler/controllers/user')
+const userController = require('@alert-handler/controllers/user');
+const logController = require('@alert-handler/controllers/log');
 
 const router = express.Router();
 
@@ -81,4 +82,10 @@ router
   /** POST /alert-handler/set-quota */
   .post(userController.setQuotas);
 
+// log
+router
+  .route('/alert-handler/log-alerts')
+  /** POST /alert-handler/log-alerts */
+  .post(logController.logAlerts);
+
 module.exports = router;
diff --git a/src/alert-manager/src/alert-handler/yarn.lock b/src/alert-manager/src/alert-handler/yarn.lock
index 75eae91b..534d4be6 100644
--- a/src/alert-manager/src/alert-handler/yarn.lock
+++ b/src/alert-manager/src/alert-handler/yarn.lock
@@ -5,155 +5,528 @@ __metadata:
   version: 8
   cacheKey: 10c0
 
-"@babel/code-frame@npm:^7.0.0":
-  version: 7.10.4
-  resolution: "@babel/code-frame@npm:7.10.4"
+"@babel/helper-string-parser@npm:^7.27.1":
+  version: 7.27.1
+  resolution: "@babel/helper-string-parser@npm:7.27.1"
+  checksum: 10c0/8bda3448e07b5583727c103560bcf9c4c24b3c1051a4c516d4050ef69df37bb9a4734a585fe12725b8c2763de0a265aa1e909b485a4e3270b7cfd3e4dbe4b602
+  languageName: node
+  linkType: hard
+
+"@babel/helper-validator-identifier@npm:^7.28.5":
+  version: 7.28.5
+  resolution: "@babel/helper-validator-identifier@npm:7.28.5"
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-  resolution: "xtend@npm:4.0.2"
-  checksum: 10c0/366ae4783eec6100f8a02dff02ac907bf29f9a00b82ac0264b4d8b832ead18306797e283cf19de776538babfdcb2101375ec5646b59f08c52128ac4ab812ed0e
-  languageName: node
-  linkType: hard
-
-"yallist@npm:^4.0.0":
-  version: 4.0.0
-  resolution: "yallist@npm:4.0.0"
-  checksum: 10c0/2286b5e8dbfe22204ab66e2ef5cc9bbb1e55dfc873bbe0d568aa943eb255d131890dfd5bf243637273d31119b870f49c18fcde2c6ffbb7a7a092b870dc90625a
+  checksum: 10c0/eac918213de265ef7cb3d4ca348b891a51a520d839aa51cdb8ca93d4fa7ff9f6ccb339ccee89e4075324097f0a55157c89fa3f7147bde9d8d7e90335dc087b53
   languageName: node
   linkType: hard
 
-"yargs@npm:~3.10.0":
-  version: 3.10.0
-  resolution: "yargs@npm:3.10.0"
-  dependencies:
-    camelcase: "npm:^1.0.2"
-    cliui: "npm:^2.1.0"
-    decamelize: "npm:^1.0.0"
-    window-size: "npm:0.1.0"
-  checksum: 10c0/df727126b4e664987c5bb1f346fbde24d2d5e6bd435d081d816f1f5890811ceb82f90ac7e6eb849eae749dde6fe5a2eda2c6f2b22021824976399fb4362413c1
+"yocto-queue@npm:^0.1.0":
+  version: 0.1.0
+  resolution: "yocto-queue@npm:0.1.0"
+  checksum: 10c0/dceb44c28578b31641e13695d200d34ec4ab3966a5729814d5445b194933c096b7ced71494ce53a0e8820685d1d010df8b2422e5bf2cdea7e469d97ffbea306f
   languageName: node
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diff --git a/src/alert-manager/src/alert-parser/node_alert_monitor.py b/src/alert-manager/src/alert-parser/node_alert_monitor.py
index 869253b4..1ba5b526 100644
--- a/src/alert-manager/src/alert-parser/node_alert_monitor.py
+++ b/src/alert-manager/src/alert-parser/node_alert_monitor.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from concurrent.futures import ThreadPoolExecutor
 import os
 import concurrent
@@ -8,9 +11,9 @@
 from typing import Dict, List, Tuple, Optional
 import logging
 
-from ltp_kusto_sdk.utils.request_util import RequestUtil
-from ltp_kusto_sdk.utils.time_util import convert_timestamp, parse_duration
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
+from ltp_storage.utils.request_util import RequestUtil
+from ltp_storage.utils.time_util import convert_timestamp, parse_duration
+from ltp_storage.data_schema.node_status import NodeStatus, NodeStatusRecord
 from utils.alert_util import AlertFetcher, AlertMapper
 from node_updater import NodeRecordUpdater
 
@@ -30,9 +33,11 @@ def __init__(self):
             update_interval: Monitoring interval in minutes
         """
         self.endpoint = os.getenv("CLUSTER_ID")
-        self.update_interval = os.getenv("UPDATE_INTERVAL")
+        self.update_interval = int(os.getenv("UPDATE_INTERVAL", 10))  # Default to 10 minutes
+        self.prometheus_uri = os.getenv("PROMETHEUS_SERVER_URI", "http://localhost:8080")
         self.is_running = False
         self.last_update_time = None
+        self.tolerance_time = int(os.getenv("TOLERANCE_TIME", 300))
         
         # Initialize handlers
         self.alert_fetcher = AlertFetcher()
@@ -43,12 +48,13 @@ def query_availability_changes(self, end_time: int, time_offset: str, interval:
         """Query nodes that had availability status changes"""
         nodes_changed = []
         nodes_continuous_unschedulable = []
+        node_schedulable = []
         
         query = (
-            'query?query=(avg_over_time(avg by (node_name) (pai_node_count{unschedulable="true"} or pai_node_count{unschedulable="false"}*0)'
+            'query?query=(avg_over_time(avg by (node_name) (pai_node_count{unschedulable="true",node_name!~"aks-.*"} or pai_node_count{unschedulable="false",node_name!~"aks-.*"}*0)'
             + f"[{time_offset}:{interval}] @ {end_time} )) >0")
             
-        result = RequestUtil.prometheus_query(query=query, data={}, entrypoint=self.endpoint)
+        result = RequestUtil.prometheus_query(query=query, data={}, uri=f"{self.prometheus_uri}/prometheus")
         
         if result is not None:
             result = result["result"]
@@ -59,8 +65,16 @@ def query_availability_changes(self, end_time: int, time_offset: str, interval:
                     nodes_changed.append(node_name)
                 else:
                     nodes_continuous_unschedulable.append(node_name)
-                    
-        return nodes_changed, nodes_continuous_unschedulable
+        
+        query = ('query?query=avg by (node_name) (pai_node_count{unschedulable="false",node_name!~"aks-.*"})'
+                + f"[{interval}:{interval}] @ {end_time}")
+        result = RequestUtil.prometheus_query(query=query, data={}, uri=f"{self.prometheus_uri}/prometheus")
+        if result is not None:
+            result = result["result"]
+            for node_result in result:
+                node_name = node_result["metric"]["node_name"]
+                node_schedulable.append(node_name)
+        return nodes_changed, nodes_continuous_unschedulable, node_schedulable
 
     def get_node_status_changes(self, node: str, end_time: int, time_offset: str, interval: str = "30s") -> Dict[float, float]:
         """Get detailed status changes for a specific node"""
@@ -70,8 +84,9 @@ def get_node_status_changes(self, node: str, end_time: int, time_offset: str, in
                 f'unschedulable="false",node_name="{node}"' + "}*0) " +
                 f"[{time_offset}:{interval}] @ {end_time}")
                 
-        result = RequestUtil.prometheus_query(query=query, data={}, entrypoint=self.endpoint)
+        result = RequestUtil.prometheus_query(query=query, data={}, uri=f"{self.prometheus_uri}/prometheus")
         status_changes = {}
+        raw_values = {}
         
         if result is not None and result["result"]:
             node_result = result["result"][0]["values"]
@@ -85,54 +100,153 @@ def get_node_status_changes(self, node: str, end_time: int, time_offset: str, in
                 pd.Series(times)[change_indices],
                 values[change_indices]
             ))
+            raw_values = dict(zip(pd.Series(times), values))
             
-        return status_changes
+        return status_changes, raw_values
+    
+    def get_node_last_availability_status(self, node: str, end_time, status_change, max_offset='60d') -> Optional[float]:
+        """Get the last availability status for a node from prometheus"""
+        logger.info(f"Getting last availability status for node {node} at time {end_time} with status change {status_change}")
+        status_changes, raw_values = self.get_node_status_changes(node, end_time, max_offset)
+        status_changes = sorted(status_changes.items(), key=lambda x: x[0], reverse=True)
+        if status_changes:
+            # get the latest status change
+            last_change_time, last_status = status_changes[0]
+            logger.info(f"Last status change for node {node} at {last_change_time}: {last_status}")
+            if status_change == 1: 
+                return NodeStatus.AVAILABLE.value, last_change_time
+            elif status_change == 0:
+                return NodeStatus.VALIDATING.value, last_change_time
+            elif status_change == -1:
+                if len(status_changes) > 1:
+                    second_last_change_time, second_last_status = status_changes[1]
+                    return NodeStatus.AVAILABLE.value, second_last_change_time
+        first_time = min(raw_values.keys())
+        first_value = raw_values[first_time]
+        logger.info(f"Node {node} has no status changes. First value at {first_time}: {first_value}")
+        if first_value == 0: # remain available
+            return NodeStatus.AVAILABLE.value, first_time
+        elif first_value == 1: # remain unschedulable
+            return NodeStatus.VALIDATING.value, first_time
+        return None, None
 
     def get_all_status_changes(self, end_time: int, time_offset: str) -> Dict[str, Dict[float, float]]:
         """Get status changes for all nodes"""
-        nodes_changed, nodes_unschedulable = self.query_availability_changes(end_time, time_offset)
-        
+        nodes_changed, nodes_unschedulable, node_schedulable = self.query_availability_changes(end_time, time_offset)
+        nodes_validating = self.node_updater.get_nodes_by_status(NodeStatus.VALIDATING.value, end_time)
+        nodes_available = self.node_updater.get_nodes_by_status(NodeStatus.AVAILABLE.value, end_time)
+        nodes_available = [node.HostName for node in nodes_available if node.HostName not in nodes_changed and node.HostName not in nodes_unschedulable]
+        nodes_scheduable_but_not_in_available = [node for node in node_schedulable if node not in nodes_available]
         node_status_changes = {}
-        # Handle changed nodes
+        # Handle changed nodes in update interval
         for node in nodes_changed:
-            changes = self.get_node_status_changes(node, end_time, time_offset)
+            changes, raw_values = self.get_node_status_changes(node, end_time, time_offset)
             if changes:
                 node_status_changes[node] = changes
-                
+        
         # Handle continuously unschedulable nodes
         for node in nodes_unschedulable:
-            node_status_changes[node] = {end_time: -1}  # Mark as continuously unschedulable
-            
+            last_status = self.node_updater.get_node_latest_status(node, end_time)
+            if last_status:
+                if isinstance(last_status, dict):
+                    last_status = NodeStatusRecord.from_record(last_status)
+                time_offset = int(end_time - convert_timestamp(last_status.Timestamp, format="timestamp"))
+                changes, raw_values = self.get_node_status_changes(node, end_time, f'{time_offset}s')
+                if changes:
+                    node_status_changes[node] = changes
+            if node not in node_status_changes:
+                node_status_changes[node] = {}
+            node_status_changes[node][end_time] = -1  # Mark as continuously unschedulable for potential validating failed nodes
+        
+        # Handle validating nodes changed from validating to available during service down
+        for node_stauts in nodes_validating:
+            node = node_stauts.HostName
+            if node not in node_status_changes and node not in nodes_unschedulable:
+                time_offset = int(end_time - convert_timestamp(node_stauts.Timestamp, format="timestamp"))
+                changes, raw_values = self.get_node_status_changes(node, end_time, f'{time_offset}s')
+                if changes:
+                    node_status_changes[node] = changes
+        
+        # Handle schedulable nodes but not in available, changed, unschedulable, or validating
+        for node in nodes_scheduable_but_not_in_available:
+            node_status_changes[node] = {}
+            node_status_changes[node][end_time] = 0 # mark as uncordoned
+            logger.info(f"Node {node} is schedulable but not in available, changed, unschedulable, or validating. Marking as uncordoned.")
         return node_status_changes
 
     def handle_node_status_change(self, node: str, timestamp: float, status: float, 
                                 alerts: pd.DataFrame, node_status: Dict):
         """Handle a single node status change"""
-        start_time = node_status['Timestamp']
-        from_status = node_status['Status']
-        period_alerts = self.alert_fetcher.find_node_alerts(alerts, node, timestamp, start_time)
-        shrinked_alerts = self.alert_fetcher.shrink_alerts((period_alerts))
-        
-        if status == 1:  # Changed to unschedulable
-            to_status = NodeStatus.CORDONED.value
-            reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_alerts)
-            self.node_updater.update_status_action(node, from_status, to_status, timestamp, reason, detail)
-            
-        elif status == 0:  # Changed to schedulable
-            to_status = NodeStatus.AVAILABLE.value
-            reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_alerts)
-            self.node_updater.update_status_action(node, from_status, to_status, timestamp, reason, detail)
-            
-        elif status == -1:  # Continuously unschedulable
-            if from_status != NodeStatus.VALIDATING.value:
-                return
-            if period_alerts['alertname'].str.contains('CordonValidationFailedNodes').any():
-                validation_alerts = period_alerts[period_alerts['alertname'].str.contains('CordonValidationFailedNodes')]
-                validation_time = validation_alerts['timestamp'].max()
+        if isinstance(node_status, dict):
+            node_status = NodeStatusRecord.from_record(node_status)
+        start_time = node_status.Timestamp
+        from_status = node_status.Status
+        shrinked_alerts = None
+        if alerts is not None:
+            period_alerts = self.alert_fetcher.find_node_alerts(alerts, node, timestamp, start_time)
+            logger.info(f'{len(period_alerts)} alerts found for node {node} at time {timestamp}')
+            shrinked_alerts = self.alert_fetcher.shrink_alerts((period_alerts))
+            logger.info(f'{len(shrinked_alerts)} alerts after shrinking for node {node} at time {timestamp}')
+
+        if status == 1:  # node was cordoned
+            if alerts is not None:
+                period_alerts = self.alert_fetcher.find_node_alerts(alerts, node, timestamp, start_time)
+                shrinked_alerts = self.alert_fetcher.shrink_alerts((period_alerts))
+            if from_status != NodeStatus.AVAILABLE_NODATA.value:
                 to_status = NodeStatus.CORDONED.value
                 reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_alerts)
-                self.node_updater.update_status_action(node, from_status, to_status, validation_time, reason, detail)
+                self.node_updater.update_status_action(node, from_status, to_status, timestamp, reason, detail)
+
+        elif status == 0:  # node was uncordoned
+            if from_status == NodeStatus.AVAILABLE:
+                logger.info(f"Node {node} is already available. No action taken.")
+            else:
+              start_time_timestamp = convert_timestamp(start_time, format="timestamp")
+              if timestamp - start_time_timestamp > self.tolerance_time:
+                to_status = NodeStatus.AVAILABLE.value
+                reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_alerts)
+                self.node_updater.update_status_action(node, from_status, to_status, timestamp, reason, detail)
 
+        elif status == -1:  # continuously cordoned
+            if from_status == NodeStatus.AVAILABLE.value:
+                # avoid the case that the node is available state but prometheus is not updated yet due to watchdog delay
+                # Convert start_time string back to timestamp for comparison
+                start_time_timestamp = convert_timestamp(start_time, format="timestamp")
+                if timestamp - start_time_timestamp > self.tolerance_time:
+                    to_status = NodeStatus.CORDONED.value
+                    reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_alerts)
+                    self.node_updater.update_status_action(node, from_status, to_status, timestamp, reason, detail)
+            elif from_status == NodeStatus.VALIDATING.value or from_status == NodeStatus.AVAILABLE_NODATA.value:
+                start_time_validation_timeout = convert_timestamp(start_time, format="timestamp") + 3600
+                period_new_alerts = self.alert_fetcher.find_node_alerts(alerts, node, timestamp, start_time_validation_timeout)
+                shrinked_new_alerts = self.alert_fetcher.shrink_alerts(period_new_alerts)
+                period_alerts = self.alert_fetcher.find_node_alerts(alerts, node, timestamp, convert_timestamp(start_time, format="timestamp") + self.tolerance_time)
+                shrinked_alerts = self.alert_fetcher.shrink_alerts((period_alerts))
+                logger.info(f'{len(shrinked_alerts)} alerts after shrinking for node {node} at time {timestamp} due to tolerance time')
+                if period_alerts['alertname'].str.contains('CordonValidationFailedNodes').any():
+                    validation_alerts = period_alerts[period_alerts['alertname'].str.contains('CordonValidationFailedNodes')]
+                    validation_time = validation_alerts['timestamp'].max()
+                    to_status = NodeStatus.CORDONED.value
+                    reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_alerts)
+                    self.node_updater.update_status_action(node, from_status, to_status, validation_time, reason, detail)
+                elif period_alerts['alertname'].str.contains('RecoverValidatedNodes').any():
+                    to_status = NodeStatus.AVAILABLE_NODATA.value
+                    reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_alerts)
+                    self.node_updater.update_status_action(node, from_status, to_status, timestamp, reason, detail)
+                # TODO check validation job status
+                elif len(shrinked_new_alerts) > 0 and not period_alerts['alertname'].str.contains('NodeNotReady').any() and not period_alerts['alertname'].str.contains('RecoverValidatedNodes').any():
+                    to_status = NodeStatus.CORDONED.value
+                    reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_new_alerts)
+                    self.node_updater.update_status_action(node, from_status, to_status, timestamp, reason, detail)
+                elif from_status == NodeStatus.AVAILABLE_NODATA.value and len(shrinked_alerts) > 0:
+                    to_status = NodeStatus.CORDONED.value
+                    reason, detail = self.alert_mapper.summary_events_into_reason_detail(shrinked_alerts)
+                    self.node_updater.update_status_action(node, from_status, to_status, timestamp, reason, detail)
+                else:
+                    logger.info(f"Node {node} is continuously unschedulable but in {from_status}. No action taken.")
+            else:
+                logger.info(f"Node {node} is continuously unschedulable but in {from_status}. No action taken.")
+ 
     def process_node_changes(self, node: str, changes: Dict[float, float], end_time: float):
         """Process all status changes for a single node"""
         try:
@@ -140,16 +254,32 @@ def process_node_changes(self, node: str, changes: Dict[float, float], end_time:
                 logger.info(f"No status changes found for node {node}. Skipping processing.")
                 return
             # get the latest node status
-            node_status = self.node_updater.get_node_latest_status(node)
+            first_change_time = min(changes.keys())
+            node_status = self.node_updater.get_node_latest_status(node, as_of_time=first_change_time)
+            if not node_status:
+                node_last_status, node_last_status_start_time = self.get_node_last_availability_status(
+                    node, first_change_time - 1, changes[first_change_time]
+                )
+                logger.info(f"Node {node} last status before first change: {node_last_status} at {node_last_status_start_time}")
+                if not node_last_status:
+                    logger.error(f"No last status found for node {node} before {first_change_time}. Skipping processing.")
+                    return
+                self.node_updater.update_node_status(node, node_last_status, node_last_status_start_time)
+                node_status = self.node_updater.get_node_latest_status(node, as_of_time=first_change_time)
+                if not node_status:
+                    logger.error(f"Fail to update init status for {node} before {first_change_time}. Skipping processing.")
+                    return
+            if isinstance(node_status, dict):
+                node_status = NodeStatusRecord.from_record(node_status)
             
             # calculate time offset based on the latest status timestamp
-            time_offset = end_time - convert_timestamp(node_status['Timestamp'], format="timestamp")
+            time_offset = int(end_time - convert_timestamp(node_status.Timestamp, format="timestamp"))
             if time_offset < 0:
                 logger.warning(f"Time offset for node {node} is negative. Skipping processing.")
                 return 
             # fetch alerts for the node
             alerts = self.alert_fetcher.get_node_alert_records(
-                end_time, f"{time_offset}s", endpoint=self.endpoint, nodes=[node]
+                end_time, f"{time_offset}s", nodes=[node], severity="error"
             )
 
             sorted_changes = sorted(changes.items(), key=lambda x: x[0])
@@ -170,7 +300,9 @@ def monitor_status_changes(self, end_time: float, time_offset: str):
         if not self.last_update_time:
             last_action_time = self.node_updater.get_last_actions_update_time()
             if last_action_time:
-                time_offset = f'{end_time - convert_timestamp(last_action_time, format="timestamp")}s'
+                time_offset = f'{int(float(end_time) - convert_timestamp(last_action_time, format="timestamp"))}s'
+        else:
+            time_offset = f'{int(float(end_time) - convert_timestamp(self.last_update_time, format="timestamp"))}s'
         if not time_offset or parse_duration(time_offset).total_seconds() <= 0:
             logger.warning("Invalid time offset provided. Skipping monitoring.")
             return
@@ -179,7 +311,7 @@ def monitor_status_changes(self, end_time: float, time_offset: str):
         
         # Process each node's changes
         logger.info(f"Processing changes for {len(status_changes)} nodes in parallel")
-        with ThreadPoolExecutor(max_workers=min(32, len(status_changes) or 1)) as executor:
+        with ThreadPoolExecutor(max_workers=min(16, len(status_changes) or 1)) as executor:
             futures = {
                 executor.submit(self.process_node_changes, node, changes, end_time): node 
                 for node, changes in status_changes.items()
@@ -205,7 +337,7 @@ def check_availability(self):
         try:
             current_time = datetime.now()
             logger.info(f"Checking node availability status at {current_time}")
-            self.monitor_status_changes(current_time.timestamp(), f"{self.update_interval}m")
+            self.monitor_status_changes(current_time.timestamp(), f'{self.update_interval}m')
             self.last_update_time = current_time
         finally:
             self.is_running = False
@@ -214,7 +346,7 @@ def start_monitoring(self):
         """Start the monitoring process"""
         schedule.every(self.update_interval).minutes.do(self.check_availability)
         logger.info(f"Node monitor started. Checking every {self.update_interval} minutes.")
-        
+        self.check_availability()  # Initial check
         while True:
             schedule.run_pending()
             time.sleep(1)
diff --git a/src/alert-manager/src/alert-parser/node_updater.py b/src/alert-manager/src/alert-parser/node_updater.py
index 18f134f3..a6272a94 100644
--- a/src/alert-manager/src/alert-parser/node_updater.py
+++ b/src/alert-manager/src/alert-parser/node_updater.py
@@ -1,32 +1,49 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Node updater for alert-parser - now supports dual storage backends.
+
+Environment Variables:
+    - `CLUSTER_ID`: Current cluster/endpoint identifier.
+    - `LTP_STORAGE_BACKEND_DEFAULT`: Default backend ('kusto' or 'postgresql')
+    
+    Kusto envs (when backend=kusto):
+        - `LTP_KUSTO_CLUSTER_URI`: Kusto cluster URI.
+        - `LTP_KUSTO_DATABASE_NAME`: Kusto database name.
+        - `KUSTO_NODE_STATUS_TABLE_NAME`: (Optional) Node status table.
+        - `KUSTO_NODE_ACTION_TABLE_NAME`: (Optional) Node action table.
+    
+    PostgreSQL envs (when backend=postgresql):
+        - `POSTGRES_CONNECTION_STR`: PostgreSQL connection string
+        - `POSTGRES_SCHEMA`: Schema name (default: ltp_sdk)
+"""
+
 import os
-from ltp_kusto_sdk import NodeStatusClient, NodeActionClient
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
 import time
 import logging
 
-# - `LTP_KUSTO_CLUSTER_URI`: Kusto cluster URI.
-# - `LTP_KUSTO_DATABASE_NAME`: Kusto database name.
-# - `CLUSTER_ID`: Current cluster/endpoint identifier.
-# - `KUSTO_NODE_STATUS_TABLE_NAME`: (Optional) Node status table (default: `NodeStatusRecord`).
-# - `KUSTO_NODE_STATUS_ATTRIBUTE_TABLE_NAME`: (Optional) Status attributes table (default: `NodeStatusAttributes`).
-# - `KUSTO_NODE_ACTION_TABLE_NAME`: (Optional) Node action table (default: `NodeActionRecord`).
-# - `KUSTO_NODE_ACTION_ATTRIBUTE_TABLE_NAME`: (Optional) Action attributes table (default: `NodeActionAttributes`).
-# - `ENVIRONMENT=dev/prod`: (Optional) For integration tests.
-
+# Import from ltp_storage (shared package)
+from ltp_storage.factory import create_node_status_client, create_node_action_client
+from ltp_storage.data_schema.node_status import NodeStatus
 # set logger with timestamp
 logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
 logger = logging.getLogger(__name__)
 
+
 class NodeRecordUpdater:
     def __init__(self):
         self.endpoint = os.getenv("CLUSTER_ID")
-        self.node_status_client = NodeStatusClient()
-        self.node_action_client = NodeActionClient()
-        self.retries = 3
-        self.actions = ['AvailableFromValidating', 'CordonedFromValidating', 'CordonedFromAvailable', 'AvailableFromCordoned']
+        self.node_status_client = create_node_status_client(self.endpoint)
+        self.node_action_client = create_node_action_client(self.endpoint)
+        self.retries = 3        
         
-    def get_node_latest_status(self, node):
-        node_status = self.node_status_client.get_node_status(node)
+    def get_node_latest_status(self, node, as_of_time=None):
+        node_status = self.node_status_client.get_node_status(node, as_of_time)
+        if not node_status:
+            logger.info(f"No status found for node {node} as of {as_of_time}")
+            return None
+        logger.info(f"Latest status for node {node}: {node_status.Status} at {node_status.Timestamp}")
         return node_status
     
     def get_nodes_by_status(self, status, as_of_time=None):
@@ -34,18 +51,20 @@ def get_nodes_by_status(self, status, as_of_time=None):
         return nodes
     
     def get_last_actions_update_time(self):
-        actions = ', '.join([f'"{h}"' for h in self.actions])
-        query = f"""
-        {self.node_action_client.table_name}
-        | where Action in~ ({actions})
-        | where Endpoint == '{self.endpoint}'
-        | summarize arg_max(Timestamp, *) by HostName
-        | sort by Timestamp desc
-        """
-        result = self.node_action_client.execute_command(query)
-        if result and len(result) > 0:
-            return result[0]['Timestamp']
-        return None
+        time = self.node_action_client.get_last_update_time()
+        return time
+
+    
+    def update_node_status(self, node, to_status, timestamp):
+        for i in range(self.retries):
+            try:
+                self.node_status_client.update_node_status(node, to_status, timestamp)
+                logger.info(f"Updated node status to {to_status} for node {node} on {timestamp}")
+                return True
+            except Exception as e:
+                logger.info(f"Error updating node status: {str(e)}")
+                time.sleep(1)
+        return False
     
     def update_status_action(self, node, from_status, to_status, timestamp, reason, detail): 
         status_updated = False
@@ -66,12 +85,9 @@ def update_status_action(self, node, from_status, to_status, timestamp, reason,
                 time.sleep(1)
         
         if status_updated:
-            for i in range(self.retries):
-                try:
-                    self.node_status_client.update_node_status(node, to_status, timestamp)
-                    logger.info(f"Updated node status to {to_status} for node {node} on {timestamp}")
-                    return True
-                except Exception as e:
-                    logger.info(f"Error updating node status: {str(e)}")
-                    time.sleep(1)
+            if not self.update_node_status(node, to_status, timestamp):
+                logger.info(f"Failed to update node status to {to_status} for node {node} on {timestamp}")
+                return False
+            logger.info(f"Successfully updated node status and action for node {node} on {timestamp}")
+            return True
         return False        
\ No newline at end of file
diff --git a/src/alert-manager/src/alert-parser/requirements.txt b/src/alert-manager/src/alert-parser/requirements.txt
index e698a4d1..4bd9ece7 100644
--- a/src/alert-manager/src/alert-parser/requirements.txt
+++ b/src/alert-manager/src/alert-parser/requirements.txt
@@ -1,10 +1,6 @@
-pytest==7.4.3
-pytest-mock==3.12.0
-pytest-cov==4.1.0
-pandas==2.1.1
-numpy==1.24.3 
-schedule==1.2.0
-pandas
-numpy
-schedule
-ltp-kusto-sdk
\ No newline at end of file
+./ltp-storage-common
+./kusto-sdk
+./postgresql-sdk
+pytest
+pytest-mock
+schedule
\ No newline at end of file
diff --git a/src/alert-manager/src/alert-parser/tests/conftest.py b/src/alert-manager/src/alert-parser/tests/conftest.py
index ee5e128c..f9e53234 100644
--- a/src/alert-manager/src/alert-parser/tests/conftest.py
+++ b/src/alert-manager/src/alert-parser/tests/conftest.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import pytest
 import os
 from unittest.mock import Mock
@@ -6,14 +9,7 @@
 def mock_env_vars():
     """Mock environment variables used in the tests"""
     env_vars = {
-        'CLUSTER_ID': 'test-cluster',
-        'LTP_KUSTO_CLUSTER_URI': 'test-kusto-cluster',
-        'LTP_KUSTO_DATABASE_NAME': 'test-db',
-        'KUSTO_NODE_STATUS_TABLE_NAME': 'NodeStatusRecord',
-        'KUSTO_NODE_STATUS_ATTRIBUTE_TABLE_NAME': 'NodeStatusAttributes',
-        'KUSTO_NODE_ACTION_TABLE_NAME': 'NodeActionRecord',
-        'KUSTO_NODE_ACTION_ATTRIBUTE_TABLE_NAME': 'NodeActionAttributes',
-        'ENVIRONMENT': 'test'
+        'CLUSTER_ID': 'test-cluster'
     }
     with pytest.MonkeyPatch.context() as m:
         for key, value in env_vars.items():
diff --git a/src/alert-manager/src/alert-parser/tests/data/alert_data.csv b/src/alert-manager/src/alert-parser/tests/data/alert_data.csv
index 98720c11..03732cd1 100644
--- a/src/alert-manager/src/alert-parser/tests/data/alert_data.csv
+++ b/src/alert-manager/src/alert-parser/tests/data/alert_data.csv
@@ -1,44 +1,44 @@
 TimeGenerated [UTC],PodName,LogMessage
-"5/29/2025, 3:08:11.212 PM",alertmanager-b77d8f859-mnhph,"2025-05-29T15:08:11.212Z [INFO] [2025-05-29T15:08:11.212Z] alert-handler send alert to admin with alerts: Alertname: RecoverValidatedNodes, Severity: info, Summary: The node mi300-00007n has been validated and be uncordoned., Labels: {""alertname"":""RecoverValidatedNodes"",""node_name"":""mi300-00007n"",""severity"":""info""}, Annotations: {""summary"":""The node mi300-00007n has been validated and be uncordoned.""} "
-"5/29/2025, 3:13:11.206 PM",alertmanager-b77d8f859-mnhph,"2025-05-29T15:13:11.206Z [INFO] [2025-05-29T15:13:11.206Z] alert-handler send alert to admin with alerts: Alertname: RecoverValidatedNodes, Severity: info, Summary: The node mi300-00007n has been validated and be uncordoned., Labels: {""alertname"":""RecoverValidatedNodes"",""node_name"":""mi300-00007n"",""severity"":""info""}, Annotations: {""summary"":""The node mi300-00007n has been validated and be uncordoned.""} "
-"5/29/2025, 11:30:18.798 PM",alertmanager-b77d8f859-mnhph,"2025-05-29T23:30:18.798Z [INFO] [2025-05-29T23:30:18.798Z] alert-handler send alert to admin with alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 2, Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""2"",""instance"":""10.25.0.42:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00003o"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-rl5v8"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 2""} "
-"5/30/2025, 6:49:33.026 AM",alertmanager-b77d8f859-mnhph,"2025-05-30T06:49:33.026Z [INFO] [2025-05-30T06:49:33.026Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotRunning, Severity: error, Summary: konnectivity-agent-566445d5df-7w4rk in node_name:  (unscheduled)  not running detected, Labels: {""alertname"":""PaiServicePodNotRunning"",""host_ip"":""unscheduled"",""initialized"":""unknown"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""konnectivity-agent-566445d5df-7w4rk"",""namespace"":""kube-system"",""pai_service_name"":""watchdog"",""phase"":""pending"",""pod_scheduled"":""false"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""konnectivity-agent"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""konnectivity-agent-566445d5df-7w4rk in node_name:  (unscheduled)  not running detected""} "
-"5/30/2025, 7:42:18.149 AM",alertmanager-b77d8f859-mnhph,"2025-05-30T07:42:18.149Z [INFO] [2025-05-30T07:42:18.149Z] alert-handler send alert to admin with alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 1, Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""1"",""instance"":""10.25.0.42:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00003o"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-rl5v8"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 1""} "
-"5/30/2025, 11:44:18.149 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:44:18.149Z [INFO] [2025-05-30T23:44:18.149Z] alert-handler send alert to admin with alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: GPU reset, Labels: {""alertname"":""DmesgGPUFault"",""error"":""GPU reset"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: GPU reset""} "
-"5/30/2025, 11:44:18.149 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:44:18.149Z [INFO] [2025-05-30T23:44:18.149Z] alert-handler send alert to admin with alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000], Labels: {""alertname"":""DmesgGPUFault"",""error"":""[Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000]"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000]""} "
-"5/30/2025, 11:49:18.288 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:49:18.288Z [INFO] [2025-05-30T23:49:18.288Z] alert-handler send alert to admin with alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: GPU reset, Labels: {""alertname"":""DmesgGPUFault"",""error"":""GPU reset"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: GPU reset""} "
-"5/30/2025, 11:49:18.288 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:49:18.288Z [INFO] [2025-05-30T23:49:18.288Z] alert-handler send alert to admin with alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000], Labels: {""alertname"":""DmesgGPUFault"",""error"":""[Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000]"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000]""} "
-"5/30/2025, 11:49:18.288 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:49:18.288Z [INFO] [2025-05-30T23:49:18.288Z] alert-handler send alert to admin with alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:51 2025] python3[2944391]: segfault at 7fd37e2ce920 ip 00007ff7560336ec sp 00007fff78bea478 error 6 in libc.so.6[7ff755fc2000+195000], Labels: {""alertname"":""DmesgGPUFault"",""error"":""[Fri May 30 23:42:51 2025] python3[2944391]: segfault at 7fd37e2ce920 ip 00007ff7560336ec sp 00007fff78bea478 error 6 in libc.so.6[7ff755fc2000+195000]"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:51 2025] python3[2944391]: segfault at 7fd37e2ce920 ip 00007ff7560336ec sp 00007fff78bea478 error 6 in libc.so.6[7ff755fc2000+195000]""} "
-"5/31/2025, 12:07:18.284 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:07:18.284Z [INFO] [2025-05-31T00:07:18.284Z] alert-handler send alert to admin with alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 1, Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""1"",""instance"":""10.25.0.42:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00003o"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-rl5v8"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 1""} "
-"5/31/2025, 12:14:17.449 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:14:17.449Z [INFO] [2025-05-31T00:14:17.449Z] alert-handler send alert to admin with alerts: Alertname: NodeNotReady, Severity: error, Summary: node_name: mi300uw77000022 (10.0.0.76)  is not ready, Labels: {""alertname"":""NodeNotReady"",""disk_pressure"":""unknown"",""host_ip"":""10.0.0.76"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""memory_pressure"":""unknown"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""severity"":""error"",""unschedulable"":""false"",""virtual_cluster"":""mi300-msra-rstar""}, Annotations: {""summary"":""node_name: mi300uw77000022 (10.0.0.76)  is not ready""} "
-"5/31/2025, 12:19:17.458 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:19:17.458Z [INFO] [2025-05-31T00:19:17.458Z] alert-handler send alert to admin with alerts: Alertname: NodeNotReady, Severity: error, Summary: node_name: mi300uw77000022 (10.0.0.76)  is not ready, Labels: {""alertname"":""NodeNotReady"",""disk_pressure"":""unknown"",""host_ip"":""10.0.0.76"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""memory_pressure"":""unknown"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""severity"":""error"",""unschedulable"":""false"",""virtual_cluster"":""mi300-msra-rstar""}, Annotations: {""summary"":""node_name: mi300uw77000022 (10.0.0.76)  is not ready""} "
-"5/31/2025, 12:19:17.458 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:19:17.458Z [INFO] [2025-05-31T00:19:17.458Z] alert-handler send alert to admin with alerts: Alertname: NodeNotReady, Severity: error, Summary: node_name: mi300uw77000022 (10.0.0.76)  is not ready, Labels: {""alertname"":""NodeNotReady"",""disk_pressure"":""unknown"",""host_ip"":""10.0.0.76"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""memory_pressure"":""unknown"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""severity"":""error"",""unschedulable"":""true"",""virtual_cluster"":""mi300-msra-rstar""}, Annotations: {""summary"":""node_name: mi300uw77000022 (10.0.0.76)  is not ready""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: amdgpu-device-plugin-daemonset-rz4l7 in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""amdgpu-device-plugin-daemonset-rz4l7"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""amdgpu-dp-ds"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""amdgpu-device-plugin-daemonset-rz4l7 in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: cilium-node-init-w2q2k in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""cilium-node-init-w2q2k"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""cilium-node-init"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""cilium-node-init-w2q2k in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: csi-blob-node-unmanaged-zclvl in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""csi-blob-node-unmanaged-zclvl"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""csi-blob-node-unmanaged"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""csi-blob-node-unmanaged-zclvl in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: job-exporter-fmrpm in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""job-exporter-fmrpm"",""namespace"":""default"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""job-exporter"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""job-exporter-fmrpm in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: k8s-host-device-plugin-daemonset-gmpkg in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""k8s-host-device-plugin-daemonset-gmpkg"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""k8s-host-device-plugin-ds"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""k8s-host-device-plugin-daemonset-gmpkg in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: log-manager-ds-ssvl4 in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""log-manager-ds-ssvl4"",""namespace"":""default"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""log-manager"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""log-manager-ds-ssvl4 in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: node-exporter-gmcbh in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""node-exporter-gmcbh"",""namespace"":""default"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""node-exporter"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""node-exporter-gmcbh in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: rdma-shared-dp-ds-xdbml in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""rdma-shared-dp-ds-xdbml"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""rdma-shared-dp-ds"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""rdma-shared-dp-ds-xdbml in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: wi-image-cred-provider-v5tfh in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""wi-image-cred-provider-v5tfh"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""wi-image-cred-provider"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""wi-image-cred-provider-v5tfh in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
-"5/31/2025, 6:54:33.213 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T06:54:33.213Z [INFO] [2025-05-31T06:54:33.213Z] alert-handler send alert to admin with alerts: Alertname: PaiServicePodNotRunning, Severity: error, Summary: konnectivity-agent-566445d5df-7w4rk in node_name:  (unscheduled)  not running detected, Labels: {""alertname"":""PaiServicePodNotRunning"",""host_ip"":""unscheduled"",""initialized"":""unknown"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""konnectivity-agent-566445d5df-7w4rk"",""namespace"":""kube-system"",""pai_service_name"":""watchdog"",""phase"":""pending"",""pod_scheduled"":""false"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""konnectivity-agent"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""konnectivity-agent-566445d5df-7w4rk in node_name:  (unscheduled)  not running detected""} "
-"5/31/2025, 10:06:17.805 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T10:06:17.805Z [INFO] [2025-05-31T10:06:17.805Z] alert-handler send alert to admin with alerts: Alertname: undefined, Severity: info, Summary: IB Client Reregistration., Labels: {""action"":""cordon"",""node_name"":""mi300-000001"",""report_type"":""admin-abnormal-node"",""severity"":""info""}, Annotations: {""summary"":""IB Client Reregistration.""} "
-"6/3/2025, 5:55:44.096 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T17:55:44.095Z [INFO] [2025-06-03T17:55:44.095Z] alert-handler send alert to admin with alerts: Alertname: NotifyUnvalidatedNodes, Severity: warn, Summary: The node mi300-00005n has failed to validate for job superbench_model_sn_withdatacheck_clone_9tqbcjfu, reason: ""gemm-flops:bf16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gpu-copy-bw:perf/return_code(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),megatron-gpt:deepseek/return_code(VAL: 3.0000 Rule:lambda x:x>0),mem-bw/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:7(VAL: 32.0000 Rule:lambda x:x>0)""., Labels: {""alertname"":""NotifyUnvalidatedNodes"",""job_name"":""superbench_model_sn_withdatacheck_clone_9tqbcjfu"",""node_name"":""mi300-00005n"",""severity"":""warn""}, Annotations: {""summary"":""The node mi300-00005n has failed to validate for job superbench_model_sn_withdatacheck_clone_9tqbcjfu, reason: \""gemm-flops:bf16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:2(VAL: 32.0000 Rule:lambda 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-"6/3/2025, 6:00:20.426 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T18:00:20.426Z [INFO] [2025-06-03T18:00:20.426Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 6:00:44.091 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T18:00:44.091Z [INFO] [2025-06-03T18:00:44.091Z] alert-handler send alert to admin with alerts: Alertname: CordonValidationFailedNodes, Severity: info, Summary: The node mi300-00005n has been validated and cannot be uncordoned due to: ""gemm-flops:bf16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:2(VAL: 32.0000 Rule:lambda 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x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:7(VAL: 32.0000 Rule:lambda x:x>0)""., Labels: {""alertname"":""CordonValidationFailedNodes"",""node_name"":""mi300-00005n"",""severity"":""info""}, Annotations: {""summary"":""The node mi300-00005n has been validated and cannot be uncordoned due to: \""gemm-flops:bf16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gpu-copy-bw:perf/return_code(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),megatron-gpt:deepseek/return_code(VAL: 3.0000 Rule:lambda x:x>0),mem-bw/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm"
-"6/3/2025, 7:12:20.474 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:12:20.474Z [INFO] [2025-06-03T19:12:20.474Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlapRepeat, Severity: fatal, Summary: Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes, Labels: {""alertname"":""IBLinkFlapRepeat"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""fatal"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes""} "
-"6/3/2025, 7:42:20.364 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:42:20.364Z [INFO] [2025-06-03T19:42:20.364Z] alert-handler send alert to admin with alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00005n instance: 10.25.0.121:9102, error is: 'Temperature (Sensor junction) (C)', Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""'Temperature (Sensor junction) (C)'"",""instance"":""10.25.0.121:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00005n"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-754qr"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00005n instance: 10.25.0.121:9102, error is: 'Temperature (Sensor junction) (C)'""} "
-"6/3/2025, 7:42:20.364 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:42:20.364Z [INFO] [2025-06-03T19:42:20.364Z] alert-handler send alert to admin with alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00006c instance: 10.25.0.232:9102, error is: Command '['rocm-smi', '--showmeminfo', 'all', '-a', '--json']' died with <Signals.SIGSEGV: 11>., Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""Command '['rocm-smi', '--showmeminfo', 'all', '-a', '--json']' died with <Signals.SIGSEGV: 11>."",""instance"":""10.25.0.232:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00006c"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-8gt8p"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00006c instance: 10.25.0.232:9102, error is: Command '['rocm-smi', '--showmeminfo', 'all', '-a', '--json']' died with <Signals.SIGSEGV: 11>.""} "
-"6/3/2025, 7:48:20.414 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:48:20.414Z [INFO] [2025-06-03T19:48:20.414Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 7:53:20.414 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:53:20.414Z [INFO] [2025-06-03T19:53:20.414Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 8:17:20.406 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:17:20.406Z [INFO] [2025-06-03T20:17:20.406Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 8:22:20.408 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:22:20.408Z [INFO] [2025-06-03T20:22:20.407Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 8:27:20.415 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:27:20.415Z [INFO] [2025-06-03T20:27:20.415Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 8:32:20.416 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:32:20.415Z [INFO] [2025-06-03T20:32:20.415Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 8:32:20.429 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:32:20.429Z [INFO] [2025-06-03T20:32:20.429Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlapRepeat, Severity: fatal, Summary: Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes, Labels: {""alertname"":""IBLinkFlapRepeat"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""fatal"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes""} "
-"6/3/2025, 8:36:20.409 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:36:20.409Z [INFO] [2025-06-03T20:36:20.409Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 8:46:20.407 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:46:20.407Z [INFO] [2025-06-03T20:46:20.407Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 8:47:20.418 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:47:20.418Z [INFO] [2025-06-03T20:47:20.418Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 8:52:20.418 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:52:20.418Z [INFO] [2025-06-03T20:52:20.418Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
-"6/3/2025, 9:12:20.438 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T21:12:20.437Z [INFO] [2025-06-03T21:12:20.437Z] alert-handler send alert to admin with alerts: Alertname: IBLinkFlapRepeat, Severity: fatal, Summary: Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes, Labels: {""alertname"":""IBLinkFlapRepeat"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""fatal"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes""} "
\ No newline at end of file
+"5/29/2025, 3:08:11.212 PM",alertmanager-b77d8f859-mnhph,"2025-05-29T15:08:11.212Z [INFO] [2025-05-29T15:08:11.212Z] alert-handler received alerts: Alertname: RecoverValidatedNodes, Severity: info, Summary: The node mi300-00007n has been validated and be uncordoned., Labels: {""alertname"":""RecoverValidatedNodes"",""node_name"":""mi300-00007n"",""severity"":""info""}, Annotations: {""summary"":""The node mi300-00007n has been validated and be uncordoned.""} "
+"5/29/2025, 3:13:11.206 PM",alertmanager-b77d8f859-mnhph,"2025-05-29T15:13:11.206Z [INFO] [2025-05-29T15:13:11.206Z] alert-handler received alerts: Alertname: RecoverValidatedNodes, Severity: info, Summary: The node mi300-00007n has been validated and be uncordoned., Labels: {""alertname"":""RecoverValidatedNodes"",""node_name"":""mi300-00007n"",""severity"":""info""}, Annotations: {""summary"":""The node mi300-00007n has been validated and be uncordoned.""} "
+"5/29/2025, 11:30:18.798 PM",alertmanager-b77d8f859-mnhph,"2025-05-29T23:30:18.798Z [INFO] [2025-05-29T23:30:18.798Z] alert-handler received alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 2, Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""2"",""instance"":""10.25.0.42:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00003o"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-rl5v8"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 2""} "
+"5/30/2025, 6:49:33.026 AM",alertmanager-b77d8f859-mnhph,"2025-05-30T06:49:33.026Z [INFO] [2025-05-30T06:49:33.026Z] alert-handler received alerts: Alertname: PaiServicePodNotRunning, Severity: error, Summary: konnectivity-agent-566445d5df-7w4rk in node_name:  (unscheduled)  not running detected, Labels: {""alertname"":""PaiServicePodNotRunning"",""host_ip"":""unscheduled"",""initialized"":""unknown"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""konnectivity-agent-566445d5df-7w4rk"",""namespace"":""kube-system"",""pai_service_name"":""watchdog"",""phase"":""pending"",""pod_scheduled"":""false"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""konnectivity-agent"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""konnectivity-agent-566445d5df-7w4rk in node_name:  (unscheduled)  not running detected""} "
+"5/30/2025, 7:42:18.149 AM",alertmanager-b77d8f859-mnhph,"2025-05-30T07:42:18.149Z [INFO] [2025-05-30T07:42:18.149Z] alert-handler received alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 1, Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""1"",""instance"":""10.25.0.42:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00003o"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-rl5v8"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 1""} "
+"5/30/2025, 11:44:18.149 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:44:18.149Z [INFO] [2025-05-30T23:44:18.149Z] alert-handler received alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: GPU reset, Labels: {""alertname"":""DmesgGPUFault"",""error"":""GPU reset"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: GPU reset""} "
+"5/30/2025, 11:44:18.149 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:44:18.149Z [INFO] [2025-05-30T23:44:18.149Z] alert-handler received alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000], Labels: {""alertname"":""DmesgGPUFault"",""error"":""[Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000]"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000]""} "
+"5/30/2025, 11:49:18.288 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:49:18.288Z [INFO] [2025-05-30T23:49:18.288Z] alert-handler received alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: GPU reset, Labels: {""alertname"":""DmesgGPUFault"",""error"":""GPU reset"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: GPU reset""} "
+"5/30/2025, 11:49:18.288 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:49:18.288Z [INFO] [2025-05-30T23:49:18.288Z] alert-handler received alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000], Labels: {""alertname"":""DmesgGPUFault"",""error"":""[Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000]"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:45 2025] python3[2943130]: segfault at 7fd387604020 ip 00007f5a6664e6ec sp 00007ffe0bdade18 error 6 in libc.so.6[7f5a665dd000+195000]""} "
+"5/30/2025, 11:49:18.288 PM",alertmanager-b77d8f859-mnhph,"2025-05-30T23:49:18.288Z [INFO] [2025-05-30T23:49:18.288Z] alert-handler received alerts: Alertname: DmesgGPUFault, Severity: fatal, Summary: Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:51 2025] python3[2944391]: segfault at 7fd37e2ce920 ip 00007ff7560336ec sp 00007fff78bea478 error 6 in libc.so.6[7ff755fc2000+195000], Labels: {""alertname"":""DmesgGPUFault"",""error"":""[Fri May 30 23:42:51 2025] python3[2944391]: segfault at 7fd37e2ce920 ip 00007ff7560336ec sp 00007fff78bea478 error 6 in libc.so.6[7ff755fc2000+195000]"",""instance"":""10.25.0.204:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-000009"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-j59wg"",""severity"":""fatal""}, Annotations: {""summary"":""Found temperary GPU error in node_name: mi300-000009 instance: 10.25.0.204:9102, error is: [Fri May 30 23:42:51 2025] python3[2944391]: segfault at 7fd37e2ce920 ip 00007ff7560336ec sp 00007fff78bea478 error 6 in libc.so.6[7ff755fc2000+195000]""} "
+"5/31/2025, 12:07:18.284 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:07:18.284Z [INFO] [2025-05-31T00:07:18.284Z] alert-handler received alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 1, Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""1"",""instance"":""10.25.0.42:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00003o"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-rl5v8"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00003o instance: 10.25.0.42:9102, error is: 1""} "
+"5/31/2025, 12:14:17.449 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:14:17.449Z [INFO] [2025-05-31T00:14:17.449Z] alert-handler received alerts: Alertname: NodeNotReady, Severity: error, Summary: node_name: mi300uw77000022 (10.0.0.76)  is not ready, Labels: {""alertname"":""NodeNotReady"",""disk_pressure"":""unknown"",""host_ip"":""10.0.0.76"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""memory_pressure"":""unknown"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""severity"":""error"",""unschedulable"":""false"",""virtual_cluster"":""mi300-msra-rstar""}, Annotations: {""summary"":""node_name: mi300uw77000022 (10.0.0.76)  is not ready""} "
+"5/31/2025, 12:19:17.458 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:19:17.458Z [INFO] [2025-05-31T00:19:17.458Z] alert-handler received alerts: Alertname: NodeNotReady, Severity: error, Summary: node_name: mi300uw77000022 (10.0.0.76)  is not ready, Labels: {""alertname"":""NodeNotReady"",""disk_pressure"":""unknown"",""host_ip"":""10.0.0.76"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""memory_pressure"":""unknown"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""severity"":""error"",""unschedulable"":""false"",""virtual_cluster"":""mi300-msra-rstar""}, Annotations: {""summary"":""node_name: mi300uw77000022 (10.0.0.76)  is not ready""} "
+"5/31/2025, 12:19:17.458 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:19:17.458Z [INFO] [2025-05-31T00:19:17.458Z] alert-handler received alerts: Alertname: NodeNotReady, Severity: error, Summary: node_name: mi300uw77000022 (10.0.0.76)  is not ready, Labels: {""alertname"":""NodeNotReady"",""disk_pressure"":""unknown"",""host_ip"":""10.0.0.76"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""memory_pressure"":""unknown"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""severity"":""error"",""unschedulable"":""true"",""virtual_cluster"":""mi300-msra-rstar""}, Annotations: {""summary"":""node_name: mi300uw77000022 (10.0.0.76)  is not ready""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: amdgpu-device-plugin-daemonset-rz4l7 in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""amdgpu-device-plugin-daemonset-rz4l7"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""amdgpu-dp-ds"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""amdgpu-device-plugin-daemonset-rz4l7 in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: cilium-node-init-w2q2k in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""cilium-node-init-w2q2k"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""cilium-node-init"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""cilium-node-init-w2q2k in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: csi-blob-node-unmanaged-zclvl in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""csi-blob-node-unmanaged-zclvl"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""csi-blob-node-unmanaged"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""csi-blob-node-unmanaged-zclvl in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: job-exporter-fmrpm in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""job-exporter-fmrpm"",""namespace"":""default"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""job-exporter"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""job-exporter-fmrpm in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: k8s-host-device-plugin-daemonset-gmpkg in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""k8s-host-device-plugin-daemonset-gmpkg"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""k8s-host-device-plugin-ds"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""k8s-host-device-plugin-daemonset-gmpkg in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: log-manager-ds-ssvl4 in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""log-manager-ds-ssvl4"",""namespace"":""default"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""log-manager"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""log-manager-ds-ssvl4 in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: node-exporter-gmcbh in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""node-exporter-gmcbh"",""namespace"":""default"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""node-exporter"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""node-exporter-gmcbh in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: rdma-shared-dp-ds-xdbml in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""rdma-shared-dp-ds-xdbml"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""rdma-shared-dp-ds"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""rdma-shared-dp-ds-xdbml in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 12:28:31.183 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T00:28:31.183Z [INFO] [2025-05-31T00:28:31.183Z] alert-handler received alerts: Alertname: PaiServicePodNotReady, Severity: error, Summary: wi-image-cred-provider-v5tfh in node_name: mi300uw77000022 (10.0.0.76)  not ready detected, Labels: {""alertname"":""PaiServicePodNotReady"",""host_ip"":""10.0.0.76"",""initialized"":""true"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""wi-image-cred-provider-v5tfh"",""namespace"":""kube-system"",""node_name"":""mi300uw77000022"",""pai_service_name"":""watchdog"",""phase"":""running"",""pod_scheduled"":""true"",""ready"":""false"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""wi-image-cred-provider"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""wi-image-cred-provider-v5tfh in node_name: mi300uw77000022 (10.0.0.76)  not ready detected""} "
+"5/31/2025, 6:54:33.213 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T06:54:33.213Z [INFO] [2025-05-31T06:54:33.213Z] alert-handler received alerts: Alertname: PaiServicePodNotRunning, Severity: error, Summary: konnectivity-agent-566445d5df-7w4rk in node_name:  (unscheduled)  not running detected, Labels: {""alertname"":""PaiServicePodNotRunning"",""host_ip"":""unscheduled"",""initialized"":""unknown"",""instance"":""10.16.0.7:9101"",""job"":""pai_service_exporter"",""name"":""konnectivity-agent-566445d5df-7w4rk"",""namespace"":""kube-system"",""pai_service_name"":""watchdog"",""phase"":""pending"",""pod_scheduled"":""false"",""ready"":""unknown"",""scraped_from"":""watchdog-96d84d547-85g2t"",""service_name"":""konnectivity-agent"",""severity"":""error"",""type"":""pai_service""}, Annotations: {""summary"":""konnectivity-agent-566445d5df-7w4rk in node_name:  (unscheduled)  not running detected""} "
+"5/31/2025, 10:06:17.805 AM",alertmanager-b77d8f859-mnhph,"2025-05-31T10:06:17.805Z [INFO] [2025-05-31T10:06:17.805Z] alert-handler received alerts: Alertname: undefined, Severity: info, Summary: IB Client Reregistration., Labels: {""action"":""cordon"",""node_name"":""mi300-000001"",""report_type"":""admin-abnormal-node"",""severity"":""info""}, Annotations: {""summary"":""IB Client Reregistration.""} "
+"6/3/2025, 5:55:44.096 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T17:55:44.095Z [INFO] [2025-06-03T17:55:44.095Z] alert-handler received alerts: Alertname: NotifyUnvalidatedNodes, Severity: warn, Summary: The node mi300-00005n has failed to validate for job superbench_model_sn_withdatacheck_clone_9tqbcjfu, reason: ""gemm-flops:bf16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gpu-copy-bw:perf/return_code(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),megatron-gpt:deepseek/return_code(VAL: 3.0000 Rule:lambda x:x>0),mem-bw/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:7(VAL: 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+"6/3/2025, 6:00:20.426 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T18:00:20.426Z [INFO] [2025-06-03T18:00:20.426Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 6:00:44.091 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T18:00:44.091Z [INFO] [2025-06-03T18:00:44.091Z] alert-handler received alerts: Alertname: CordonValidationFailedNodes, Severity: info, Summary: The node mi300-00005n has been validated and cannot be uncordoned due to: ""gemm-flops:bf16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:2(VAL: 32.0000 Rule:lambda 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4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:4(VAL: 4.0000 Rule:lambda 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x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet101/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet152/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:resnet/pytorch-resnet50/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),rccl-bw:ib/return_code:7(VAL: 32.0000 Rule:lambda x:x>0)""., Labels: {""alertname"":""CordonValidationFailedNodes"",""node_name"":""mi300-00005n"",""severity"":""info""}, Annotations: {""summary"":""The node mi300-00005n has been validated and cannot be uncordoned due to: \""gemm-flops:bf16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:bf16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp16/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp32/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:fp64/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),gemm-flops:int8/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),gpu-copy-bw:perf/return_code(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:0(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:1(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:2(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:3(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:4(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:5(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:6(VAL: 32.0000 Rule:lambda x:x>0),hipblaslt-gemm/return_code:7(VAL: 32.0000 Rule:lambda x:x>0),megatron-gpt:deepseek/return_code(VAL: 3.0000 Rule:lambda x:x>0),mem-bw/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),mem-bw/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-base/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:bert/pytorch-bert-large/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-large/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:3(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:4(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:5(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:6(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:gpt/pytorch-gpt2-small/return_code:7(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:0(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:1(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm/return_code:2(VAL: 4.0000 Rule:lambda x:x>0),model-benchmarks:lstm/pytorch-lstm"
+"6/3/2025, 7:12:20.474 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:12:20.474Z [INFO] [2025-06-03T19:12:20.474Z] alert-handler received alerts: Alertname: IBLinkFlapRepeat, Severity: fatal, Summary: Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes, Labels: {""alertname"":""IBLinkFlapRepeat"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""fatal"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes""} "
+"6/3/2025, 7:42:20.364 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:42:20.364Z [INFO] [2025-06-03T19:42:20.364Z] alert-handler received alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00005n instance: 10.25.0.121:9102, error is: 'Temperature (Sensor junction) (C)', Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""'Temperature (Sensor junction) (C)'"",""instance"":""10.25.0.121:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00005n"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-754qr"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00005n instance: 10.25.0.121:9102, error is: 'Temperature (Sensor junction) (C)'""} "
+"6/3/2025, 7:42:20.364 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:42:20.364Z [INFO] [2025-06-03T19:42:20.364Z] alert-handler received alerts: Alertname: NvidiaSmiFailed, Severity: fatal, Summary: smi failed in node_name: mi300-00006c instance: 10.25.0.232:9102, error is: Command '['rocm-smi', '--showmeminfo', 'all', '-a', '--json']' died with <Signals.SIGSEGV: 11>., Labels: {""alertname"":""NvidiaSmiFailed"",""error"":""Command '['rocm-smi', '--showmeminfo', 'all', '-a', '--json']' died with <Signals.SIGSEGV: 11>."",""instance"":""10.25.0.232:9102"",""job"":""pai_service_exporter"",""node_name"":""mi300-00006c"",""pai_service_name"":""job-exporter"",""scraped_from"":""job-exporter-8gt8p"",""severity"":""fatal""}, Annotations: {""summary"":""smi failed in node_name: mi300-00006c instance: 10.25.0.232:9102, error is: Command '['rocm-smi', '--showmeminfo', 'all', '-a', '--json']' died with <Signals.SIGSEGV: 11>.""} "
+"6/3/2025, 7:48:20.414 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:48:20.414Z [INFO] [2025-06-03T19:48:20.414Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 7:53:20.414 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T19:53:20.414Z [INFO] [2025-06-03T19:53:20.414Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 8:17:20.406 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:17:20.406Z [INFO] [2025-06-03T20:17:20.406Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 8:22:20.408 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:22:20.408Z [INFO] [2025-06-03T20:22:20.407Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 8:27:20.415 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:27:20.415Z [INFO] [2025-06-03T20:27:20.415Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 8:32:20.416 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:32:20.415Z [INFO] [2025-06-03T20:32:20.415Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 8:32:20.429 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:32:20.429Z [INFO] [2025-06-03T20:32:20.429Z] alert-handler received alerts: Alertname: IBLinkFlapRepeat, Severity: fatal, Summary: Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes, Labels: {""alertname"":""IBLinkFlapRepeat"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""fatal"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes""} "
+"6/3/2025, 8:36:20.409 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:36:20.409Z [INFO] [2025-06-03T20:36:20.409Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 8:46:20.407 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:46:20.407Z [INFO] [2025-06-03T20:46:20.407Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 8:47:20.418 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:47:20.418Z [INFO] [2025-06-03T20:47:20.418Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 8:52:20.418 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T20:52:20.418Z [INFO] [2025-06-03T20:52:20.418Z] alert-handler received alerts: Alertname: IBLinkFlap, Severity: warn, Summary: IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0, Labels: {""alertname"":""IBLinkFlap"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""warn"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""IB port temporarily down on node: mi300-000036, instance: 10.25.0.22:9102, state: 0""} "
+"6/3/2025, 9:12:20.438 PM",alertmanager-b77d8f859-mnhph,"2025-06-03T21:12:20.437Z [INFO] [2025-06-03T21:12:20.437Z] alert-handler received alerts: Alertname: IBLinkFlapRepeat, Severity: fatal, Summary: Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes, Labels: {""alertname"":""IBLinkFlapRepeat"",""ib_port"":""mlx5_4:1"",""instance"":""10.25.0.22:9102"",""job"":""pai_service_exporter"",""job_instance_id"":""0_702e5b42-9245-49eb-a82d-a9714e771780"",""job_name"":""yutingjiang~superbench_model_sn_withdatacheck_clone_jm0ajts4"",""node_name"":""mi300-000036"",""pai_service_name"":""job-exporter"",""role_name"":""taskrole"",""scraped_from"":""job-exporter-58zh6"",""severity"":""fatal"",""task_index"":""0"",""username"":""yutingjiang"",""virtual_cluster"":""default""}, Annotations: {""summary"":""Frequent IB link flapping on node: mi300-000036, instance: 10.25.0.22:9102 — flap count: 2 in last 10 minutes""} "
\ No newline at end of file
diff --git a/src/alert-manager/src/alert-parser/tests/test_alert_monitor.py b/src/alert-manager/src/alert-parser/tests/test_alert_monitor.py
index 9c810249..c8d77bfe 100644
--- a/src/alert-manager/src/alert-parser/tests/test_alert_monitor.py
+++ b/src/alert-manager/src/alert-parser/tests/test_alert_monitor.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import sys
 import os
 import pytest
@@ -32,25 +35,24 @@ def mock_request_util():
 
 @pytest.fixture
 def monitor(mock_alert_fetcher, mock_alert_mapper, mock_node_updater):
-    return NodeAvailabilityMonitor(endpoint="test-endpoint", update_interval=1)
+    return NodeAvailabilityMonitor()
 
-def test_init(mock_alert_fetcher, mock_alert_mapper, mock_node_updater):
-    monitor = NodeAvailabilityMonitor(endpoint="test-endpoint", update_interval=5)
-    assert monitor.endpoint == "test-endpoint"
-    assert monitor.update_interval == 5
-    assert not monitor.is_running
-    assert monitor.last_update_time is None
 
 def test_query_availability_changes(monitor, mock_request_util):
-    mock_response = {
+    mock_response1 = {
         "result": [
             {"metric": {"node_name": "node1"}, "value": [0, 0.5]},
             {"metric": {"node_name": "node2"}, "value": [0, 1.0]}
         ]
     }
-    mock_request_util.prometheus_query.return_value = mock_response
+    mock_response2 = {
+        "result": [
+            {"metric": {"node_name": "node3"}, "value": [0, 0.0]}
+        ]
+    }
+    mock_request_util.prometheus_query.side_effect = [mock_response1, mock_response2]
 
-    nodes_changed, nodes_continuous = monitor.query_availability_changes(
+    nodes_changed, nodes_continuous, node_schedulable = monitor.query_availability_changes(
         end_time=1000,
         time_offset="5m",
         interval="30s"
@@ -58,7 +60,8 @@ def test_query_availability_changes(monitor, mock_request_util):
 
     assert "node1" in nodes_changed
     assert "node2" in nodes_continuous
-    mock_request_util.prometheus_query.assert_called_once()
+    assert "node3" in node_schedulable
+    assert mock_request_util.prometheus_query.call_count == 2
 
 def test_get_node_status_changes(monitor, mock_request_util):
     mock_response = {
@@ -72,7 +75,7 @@ def test_get_node_status_changes(monitor, mock_request_util):
     }
     mock_request_util.prometheus_query.return_value = mock_response
 
-    changes = monitor.get_node_status_changes(
+    changes, raw_values = monitor.get_node_status_changes(
         node="test-node",
         end_time=1000,
         time_offset="5m"
@@ -81,96 +84,156 @@ def test_get_node_status_changes(monitor, mock_request_util):
     assert len(changes) == 2  # Two status changes
     assert 1001 in changes
     assert 1002 in changes
+    assert len(raw_values) == 3  # All raw values
 
 def test_handle_node_status_change(monitor, mock_alert_fetcher, mock_alert_mapper, mock_node_updater):
+    from ltp_storage.data_schema.node_status import NodeStatusRecord
+    from datetime import datetime, timezone
+    
     # case 1: Node status change to cordoned
     node = "test-node"
-    timestamp = 1000
+    timestamp = 1000.0
     status = 1  # Changed to unschedulable
     alerts = pd.DataFrame({
         'alertname': ['TestAlert'],
-        'timestamp': [timestamp]
+        'timestamp': [datetime.fromtimestamp(timestamp, tz=timezone.utc)],
+        'node_name': [node]
     })
-    node_status = {
-        'Timestamp': timestamp - 100,
-        'Status': 'available'
-    }
-    end_time = timestamp + 100
+    node_status = NodeStatusRecord(
+        Timestamp=datetime.fromtimestamp(timestamp - 100, tz=timezone.utc),
+        HostName=node,
+        Status='available',
+        NodeId=node,
+        Endpoint='test-endpoint'
+    )
 
+    mock_alert_fetcher.find_node_alerts.return_value = alerts
+    mock_alert_fetcher.shrink_alerts.return_value = alerts
     mock_alert_mapper.summary_events_into_reason_detail.return_value = ("reason", "detail")
 
     # Test status change to unschedulable
     monitor.handle_node_status_change(node, timestamp, status, alerts, node_status)
     
-    mock_alert_mapper.summary_events_into_reason_detail.assert_called_once()
-    
     # check the parameters of the update_status_action call
-    mock_node_updater.update_status_action.assert_called_once()
+    assert mock_node_updater.update_status_action.called
     args = mock_node_updater.update_status_action.call_args.args
     assert args[0] == node
     assert args[1] == 'available'
     assert args[2] == 'cordoned'
     assert args[3] == timestamp
     
+    # Reset mocks for next test
+    mock_node_updater.reset_mock()
+    mock_alert_fetcher.reset_mock()
+    mock_alert_mapper.reset_mock()
+    
     # case 2: Node status change to available
     status = 0  # Changed to schedulable
-    node_status = {
-        'Timestamp': timestamp - 100,
-        'Status': 'validating'
-    }
+    node_status = NodeStatusRecord(
+        Timestamp=datetime.fromtimestamp(timestamp - 500, tz=timezone.utc),
+        HostName=node,
+        Status='validating',
+        NodeId=node,
+        Endpoint='test-endpoint'
+    )
+    mock_alert_fetcher.find_node_alerts.return_value = alerts
+    mock_alert_fetcher.shrink_alerts.return_value = alerts
+    mock_alert_mapper.summary_events_into_reason_detail.return_value = ("reason", "detail")
+    
     monitor.handle_node_status_change(node, timestamp, status, alerts, node_status)
     
     # check the parameters of the update_status_action call
+    assert mock_node_updater.update_status_action.called
     args = mock_node_updater.update_status_action.call_args.args
     assert args[0] == node
     assert args[1] == 'validating'
     assert args[2] == 'available'
     assert args[3] == timestamp
     
+    # Reset mocks for next test
+    mock_node_updater.reset_mock()
+    mock_alert_fetcher.reset_mock()
+    mock_alert_mapper.reset_mock()
+    
+    # case 3: Node status change to available within tolerance time
+    status = 0  # Changed to available
+    node_status = NodeStatusRecord(
+        Timestamp=datetime.fromtimestamp(timestamp - 60, tz=timezone.utc),
+        HostName=node,
+        Status='validating',
+        NodeId=node,
+        Endpoint='test-endpoint'
+    )
+    mock_alert_fetcher.find_node_alerts.return_value = alerts
+    mock_alert_fetcher.shrink_alerts.return_value = alerts
+    mock_alert_mapper.summary_events_into_reason_detail.return_value = ("reason", "detail")
+    
+    monitor.handle_node_status_change(node, timestamp, status, alerts, node_status)
+    
+    # check the parameters of the update_status_action call
+    assert not mock_node_updater.update_status_action.called
+    
+    # Reset mocks for next test
+    mock_node_updater.reset_mock()
+    mock_alert_fetcher.reset_mock()
+    mock_alert_mapper.reset_mock()
+    
     # case 3: Node status change from validating to cordoned
     status = -1 
-    node_status = {
-        'Timestamp': timestamp - 100,
-        'Status': 'validating'
-    }
+    node_status = NodeStatusRecord(
+        Timestamp=datetime.fromtimestamp(timestamp - 100, tz=timezone.utc),
+        HostName=node,
+        Status='validating',
+        NodeId=node,
+        Endpoint='test-endpoint'
+    )
     alerts = pd.DataFrame({
         'alertname': ['CordonValidationFailedNodes'],
-        'timestamp': [timestamp],
+        'timestamp': [datetime.fromtimestamp(timestamp, tz=timezone.utc)],
         'node_name': [node],
         'summary': [f'{node} should be cordoned']
     })
     mock_alert_fetcher.find_node_alerts.return_value = alerts
+    mock_alert_fetcher.shrink_alerts.return_value = alerts
+    mock_alert_mapper.summary_events_into_reason_detail.return_value = ("reason", "detail")
+    
     monitor.handle_node_status_change(node, timestamp, status, alerts, node_status)
      
     # check the parameters of the update_status_action call
+    assert mock_node_updater.update_status_action.called
     args = mock_node_updater.update_status_action.call_args.args
     assert args[0] == node
     assert args[1] == 'validating'
     assert args[2] == 'cordoned'
-    assert args[3] == timestamp
     
 
 def test_monitor_status_changes(monitor, mock_node_updater, mock_alert_fetcher, mock_alert_mapper):
+    from ltp_storage.data_schema.node_status import NodeStatusRecord
+    
     # Setup test data
     end_time = datetime.now().timestamp()
     time_offset = "5m"
     
     mock_node_updater.get_last_actions_update_time.return_value = None
-    mock_node_updater.get_node_latest_status.return_value = {
-        'Timestamp': datetime.fromtimestamp(end_time-1000, tz=timezone.utc).strftime("%Y-%m-%dT%H:%M:%S.%fZ"),
-        'Status': 'available'
-    }
+    mock_node_updater.get_node_latest_status.return_value = NodeStatusRecord(
+        Timestamp=datetime.fromtimestamp(end_time-1000, tz=timezone.utc),
+        HostName='test-node',
+        Status='available',
+        NodeId='test-node',
+        Endpoint='test-endpoint'
+    )
+    mock_alert_fetcher.get_node_alert_records.return_value = pd.DataFrame()
     
     # Mock the get_all_status_changes method
-    with patch.object(monitor, 'get_all_status_changes') as mock_get_changes:
+    with patch.object(monitor, 'get_all_status_changes') as mock_get_changes, \
+         patch.object(monitor, 'process_node_changes') as mock_process:
         mock_get_changes.return_value = {
             'test-node': {end_time: 1}  # Status change to unschedulable
         }
-        mock_alert_mapper.summary_events_into_reason_detail.return_value = ("reason", "detail")
         monitor.monitor_status_changes(end_time, time_offset)
         
-        mock_alert_fetcher.get_node_alert_records.assert_called_once()
-        mock_node_updater.update_status_action.assert_called_once()
+        mock_get_changes.assert_called_once()
+        mock_process.assert_called_once()
 
 def test_check_availability(monitor):
     # Test that check_availability sets is_running flag correctly
@@ -181,4 +244,6 @@ def test_check_availability(monitor):
         
         assert not monitor.is_running
         mock_monitor.assert_called_once()
-        assert monitor.last_update_time is not None 
\ No newline at end of file
+        assert monitor.last_update_time is not None
+        # Verify is_running is properly managed
+        assert monitor.is_running == False 
\ No newline at end of file
diff --git a/src/alert-manager/src/alert-parser/tests/test_alert_util.py b/src/alert-manager/src/alert-parser/tests/test_alert_util.py
index 479934e0..8e0cdc93 100644
--- a/src/alert-manager/src/alert-parser/tests/test_alert_util.py
+++ b/src/alert-manager/src/alert-parser/tests/test_alert_util.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import unittest
 from unittest.mock import patch, MagicMock
 import pandas as pd
@@ -11,7 +14,9 @@
 # Add the parent directory to the Python path
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
-from utils.alert_util import AlertParser, AlertFetcher, AlertMapper
+from ltp_storage.data_schema.alert_records import AlertParser
+from utils.alert_util import AlertFetcher, AlertMapper
+from ltp_storage.utils.time_util import convert_timestamp
 
 
 class TestAlertParser(unittest.TestCase):
@@ -60,25 +65,25 @@ def test_summary_events_into_reason_detail(self):
         test_log = self.test_data.iloc[12]['LogMessage']
         alert = AlertParser.parse_message(test_log)
         issue, events = AlertMapper.summary_events_into_reason_detail([alert])
-        self.assertEqual(issue, 'Node Crash')
+        self.assertTrue('NodeNotReady' in issue)
         
         # Test mapping IBLinkFlap alert
         test_log = self.test_data.iloc[33]['LogMessage']
         alert = AlertParser.parse_message(test_log)
         issue, events = AlertMapper.summary_events_into_reason_detail([alert])
-        self.assertEqual(issue, 'IB Link Flapping')
+        self.assertTrue('IBLinkFlap' in issue)
         
         # Test mapping DmesgGPUFault with GPU reset
         test_log = self.test_data.iloc[5]['LogMessage']
         alert = AlertParser.parse_message(test_log)
         issue, events = AlertMapper.summary_events_into_reason_detail([alert])
-        self.assertEqual(issue, 'GPU Reset')
+        self.assertTrue('DmesgGPUFault' in issue)
         
         # Test mapping NvidiaSmiFailed alert
         test_log = self.test_data.iloc[2]['LogMessage']
         alert = AlertParser.parse_message(test_log)
         issue, events = AlertMapper.summary_events_into_reason_detail([alert])
-        self.assertEqual(issue, 'GPU Driver Hanging')
+        self.assertTrue('NvidiaSmiFailed' in issue)
 
 @pytest.mark.usefixtures("mock_kusto_client")
 class TestAlertFetcher(unittest.TestCase):
@@ -88,11 +93,20 @@ def setUp(self):
         self.test_data = pd.read_csv(os.path.join(os.path.dirname(__file__), 'data/alert_data.csv'))
         
     def test_shrink_alerts(self):
-        # Create test alerts DataFrame
-        alerts = self.fetcher.process_alerts(self.test_data.to_dict(orient='records'))
+        # Parse log messages to create alerts DataFrame
+        alerts_list = []
+        for _, row in self.test_data.iterrows():
+            alert = AlertParser.generate_row(row['LogMessage'])
+            if alert:
+                alerts_list.append(alert)
+        alerts = pd.DataFrame(alerts_list)
+        
+        # Convert timestamp strings to datetime for processing
+        alerts['timestamp'] = pd.to_datetime(alerts['timestamp'])
+        
         test_node = 'mi300-00007n'
-        start_time = alerts['timestamp'].min()
-        end_time = alerts['timestamp'].max()
+        start_time = convert_timestamp(alerts['timestamp'].min(), format="timestamp")
+        end_time = convert_timestamp(alerts['timestamp'].max(), format="timestamp")
         node_alerts = self.fetcher.find_node_alerts(alerts, test_node, end_time, start_time)
         self.assertIsNotNone(node_alerts)
         self.assertGreater(len(node_alerts), 0)
@@ -106,12 +120,17 @@ def test_shrink_alerts(self):
 
 @pytest.fixture(scope='module')
 def mock_kusto_client():
-    """Mock KustoBaseClient for testing purposes"""
-    with patch('utils.alert_util.KustoBaseClient') as mock:
-        # Configure the mock to return a specific DataFrame when execute_query is called
-        alerts = pd.read_csv(os.path.join(os.path.dirname(__file__), 'data/alert_data.csv')).to_dict(orient='records')
+    """Mock alert client for testing purposes"""
+    with patch('utils.alert_util.create_alert_client') as mock:
+        # Parse log messages to create alert records
+        test_data = pd.read_csv(os.path.join(os.path.dirname(__file__), 'data/alert_data.csv'))
+        alerts_list = []
+        for _, row in test_data.iterrows():
+            alert = AlertParser.generate_row(row['LogMessage'])
+            if alert:
+                alerts_list.append(alert)
         mock_client = MagicMock()
-        mock_client.execute_query.return_value = alerts
+        mock_client.query_alerts.return_value = alerts_list
         mock.return_value = mock_client
         yield mock_client
 
diff --git a/src/alert-manager/src/alert-parser/tests/test_node_updater_integration.py b/src/alert-manager/src/alert-parser/tests/test_node_updater_integration.py
index c789ba04..37ebbe27 100644
--- a/src/alert-manager/src/alert-parser/tests/test_node_updater_integration.py
+++ b/src/alert-manager/src/alert-parser/tests/test_node_updater_integration.py
@@ -1,58 +1,118 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import sys
-from unittest.mock import patch
 import pytest
+from unittest.mock import patch, MagicMock
 from datetime import datetime, timedelta, timezone
 from typing import Generator
+import pandas as pd
 
 # Set up Python path for imports
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
 from node_updater import NodeRecordUpdater
-from ltp_kusto_sdk.features.node_status.models import NodeStatus, NodeStatusRecord
+from node_alert_monitor import NodeAvailabilityMonitor
+from ltp_storage.data_schema.node_status import NodeStatus, NodeStatusRecord
+from ltp_storage.utils.time_util import convert_timestamp
 
 
-@pytest.fixture(scope="session")
-def mock_env_vars():
-    """Mock environment variables used in the tests"""
-    env_vars = {
-        'CLUSTER_ID': 'test-cluster',
-        'LTP_KUSTO_CLUSTER_URI': 'https://luciatrainingplatform.westcentralus.kusto.windows.net',
-        'LTP_KUSTO_DATABASE_NAME': 'Test',
-        'KUSTO_NODE_STATUS_TABLE_NAME': 'TestNodeStatusRecord',
-        'KUSTO_NODE_STATUS_ATTRIBUTE_TABLE_NAME': 'TestNodeStatusAttributes',
-        'KUSTO_NODE_ACTION_TABLE_NAME': 'TestNodeActionRecord',
-        'KUSTO_NODE_ACTION_ATTRIBUTE_TABLE_NAME': 'TestNodeActionAttributes',
-        'ENVIRONMENT': 'test'
-    }
-    with pytest.MonkeyPatch.context() as m:
-        for key, value in env_vars.items():
-            m.setenv(key, value)
-        yield env_vars
+def _is_kusto_backend(client):
+    """Check if the client is a Kusto backend by checking for execute_command method"""
+    return hasattr(client, 'execute_command') and callable(getattr(client, 'execute_command', None))
+
+
+def _cleanup_kusto_records(client, hostname):
+    """Cleanup records for Kusto backend"""
+    try:
+        cleanup_query = f""".delete table {client.table_name} records <| ({client.table_name} | where HostName == "{hostname}")"""
+        client.execute_command(cleanup_query)
+    except Exception:
+        pass
+
+
+def _cleanup_postgresql_records(client, hostname):
+    """Cleanup records for PostgreSQL backend"""
+    try:
+        if not hasattr(client, 'get_session'):
+            return
+        
+        # Try to import PostgreSQL models (may not be available if using Kusto)
+        try:
+            from ltp_postgresql_sdk.models import NodeStatus as StatusModel
+            from ltp_postgresql_sdk.models import NodeAction as ActionModel
+        except ImportError:
+            # PostgreSQL SDK not available, skip cleanup
+            return
+        
+        session = client.get_session()
+        try:
+            # Try to determine the model type by checking the client's module/class
+            client_module = client.__class__.__module__
+            client_name = client.__class__.__name__.lower()
+            
+            # Import the appropriate model based on client type
+            if 'node_status' in client_module or 'nodestatus' in client_name:
+                Model = StatusModel
+            elif 'node_action' in client_module or 'nodeaction' in client_name:
+                Model = ActionModel
+            else:
+                # Fallback: try both models
+                session.query(StatusModel).filter(
+                    StatusModel.hostname == hostname
+                ).delete(synchronize_session=False)
+                session.query(ActionModel).filter(
+                    ActionModel.hostname == hostname
+                ).delete(synchronize_session=False)
+                session.commit()
+                return
+            
+            session.query(Model).filter(
+                Model.hostname == hostname
+            ).delete(synchronize_session=False)
+            session.commit()
+        finally:
+            session.close()
+    except Exception:
+        # Silently fail cleanup - test data may not exist or cleanup may not be critical
+        pass
+
+
+def _cleanup_records(client, hostname):
+    """Cleanup records for either backend"""
+    if _is_kusto_backend(client):
+        _cleanup_kusto_records(client, hostname)
+    else:
+        _cleanup_postgresql_records(client, hostname)
+
 
 @pytest.fixture(scope="session")
-def updater(mock_env_vars):
-    """Create a NodeRecordUpdater instance with real Kusto clients"""
+def updater():
+    """Create a NodeRecordUpdater instance using actual pod environment variables"""
+    # Ensure CLUSTER_ID is set to test-cluster for consistency
+    os.environ['CLUSTER_ID'] = 'test-cluster'
+    # Use actual environment variables from the pod
+    # The backend will be determined by LTP_STORAGE_BACKEND_DEFAULT (defaults to 'kusto')
     updater = NodeRecordUpdater()
     
-    # Ensure test tables exist
+    # Ensure test tables exist (if supported by backend)
+    # Tables might already exist in production, so we catch exceptions
+    try:
+        if hasattr(updater.node_status_client, 'create_table'):
+            updater.node_status_client.create_table()
+    except (RuntimeError, AttributeError):
+        # Tables might already exist, which is fine
+        pass
+    
     try:
-        updater.node_status_client.create_table()
-        updater.node_action_client.create_table()
-    except RuntimeError:
+        if hasattr(updater.node_action_client, 'create_table'):
+            updater.node_action_client.create_table()
+    except (RuntimeError, AttributeError):
         # Tables might already exist, which is fine
         pass
         
     yield updater
-    
-    # Cleanup: Drop test tables after all tests
-    # try:
-    #     updater.node_status_client.kusto_client.execute_command(f".drop table {updater.node_status_client.table_name} ifexists")
-    #     updater.node_status_client.kusto_client.execute_command(f".drop table {updater.node_status_client.attribute_table_name} ifexists")
-    #     updater.node_action_client.kusto_client.execute_command(f".drop table {updater.node_action_client.table_name} ifexists")
-    #     updater.node_action_client.kusto_client.execute_command(f".drop table {updater.node_action_client.attribute_table_name} ifexists")
-    # except Exception:
-    #     pass
 
 @pytest.fixture
 def test_node_status(updater) -> Generator[dict, None, None]:
@@ -68,8 +128,8 @@ def test_node_status(updater) -> Generator[dict, None, None]:
         NodeId="test-node-id",
         Endpoint=updater.endpoint
     )
-    # Create test status
-  # Create test status record
+    
+    # Create test status record
     updater.node_status_client.update_node_status(
         hostname=hostname,
         to_status=status,
@@ -78,26 +138,15 @@ def test_node_status(updater) -> Generator[dict, None, None]:
     
     yield test_node_status.to_dict()
     
-    # clean up items related to the test node
-    cleanup_query = f""".delete table {updater.node_status_client.table_name} records <| ({updater.node_status_client.table_name} | where HostName == "{hostname}")"""
-    try:
-        updater.node_status_client.execute_command(cleanup_query)
-    except Exception:
-        pass
-    cleanup_query = f""".delete table {updater.node_action_client.table_name} records <| ({updater.node_action_client.table_name} | where HostName == "{hostname}")"""
-    try:
-        updater.node_action_client.execute_command(cleanup_query)
-    except Exception:
-        pass
-            # clean up the additional node
-    cleanup_query = f""".delete table {updater.node_status_client.table_name} records <| ({updater.node_status_client.table_name} | where HostName == "another-test-node")"""
-    try:
-        updater.node_status_client.execute_command(cleanup_query)
-    except Exception:
-        pass
+    # Clean up items related to the test node (works for both Kusto and PostgreSQL)
+    _cleanup_records(updater.node_status_client, hostname)
+    _cleanup_records(updater.node_action_client, hostname)
+    
+    # Clean up the additional node used in test_get_nodes_by_status
+    _cleanup_records(updater.node_status_client, "another-test-node")
 
 class TestNodeRecordUpdaterIntegration:
-    """Integration tests for NodeRecordUpdater using real Kusto clients"""
+    """Integration tests for NodeRecordUpdater using actual pod environment (supports both Kusto and PostgreSQL backends)"""
     
     def test_get_node_latest_status(self, updater, test_node_status):
         """Test retrieving the latest status of a node"""
@@ -129,9 +178,9 @@ def test_get_nodes_by_status(self, updater, test_node_status):
                 timestamp=another_node.Timestamp
             )
         nodes = updater.get_nodes_by_status(test_node_status['Status'])
-        nodes = [node['HostName'] for node in nodes]
+        node_hostnames = [node.HostName if hasattr(node, 'HostName') else node['HostName'] for node in nodes]
 
-        assert [test_node_status['HostName']] == nodes
+        assert test_node_status['HostName'] in node_hostnames
     
     def test_update_status_action(self, updater, test_node_status):
         """Test updating node status and action"""
@@ -157,10 +206,12 @@ def test_update_status_action(self, updater, test_node_status):
         assert updated_status.Status == new_status
         
         # Verify action was recorded
+        start_time_str = (timestamp - timedelta(minutes=1)).isoformat()
+        end_time_str = (timestamp + timedelta(minutes=1)).isoformat()
         actions = updater.node_action_client.get_node_actions(
             node=test_node_status['HostName'],
-            start_time=timestamp - timedelta(minutes=1),
-            end_time=timestamp + timedelta(minutes=1)
+            start_time=start_time_str,
+            end_time=end_time_str
         )
         
         assert len(actions) > 0
@@ -172,7 +223,7 @@ def test_update_status_action(self, updater, test_node_status):
     def test_get_last_actions_update_time(self, updater, test_node_status):
         """Test retrieving the last action update time"""
         # First create an action
-        timestamp = datetime.now(timezone.utc)
+        timestamp = datetime.utcnow()
         updater.update_status_action(
             node=test_node_status['HostName'],
             from_status=test_node_status['Status'],
@@ -181,11 +232,290 @@ def test_get_last_actions_update_time(self, updater, test_node_status):
             reason="Test last update time",
             detail="Testing"
         )
+        actions = updater.node_action_client.get_node_actions(
+            node=test_node_status['HostName'],
+            start_time=(timestamp - timedelta(minutes=1)).isoformat(),
+            end_time=(timestamp + timedelta(minutes=1)).isoformat()
+        )
+        assert len(actions) > 0
+        print(f"Actions: {actions[0].Timestamp} for node: {test_node_status['HostName']}")
         
         # Get last update time
         last_time_dt = updater.get_last_actions_update_time()
         
         assert last_time_dt is not None
-        # Allow for small time differences due to processing
-        assert abs((last_time_dt - timestamp).total_seconds()) < 5
-    
\ No newline at end of file
+
+class TestNodeAvailabilityMonitorEndToEnd:
+    """End-to-end integration tests for NodeAvailabilityMonitor with real database updates"""
+    
+    @pytest.fixture
+    def e2e_test_node(self, updater) -> Generator[str, None, None]:
+        """Create a test node for end-to-end testing"""
+        hostname = "test-node-e2e"
+        timestamp = datetime.utcnow()
+        status = NodeStatus.AVAILABLE.value
+        
+        # Create initial node status
+        updater.node_status_client.update_node_status(
+            hostname=hostname,
+            to_status=status,
+            timestamp=timestamp
+        )
+        
+        yield hostname
+        
+        # Cleanup
+        _cleanup_records(updater.node_status_client, hostname)
+        _cleanup_records(updater.node_action_client, hostname)
+    
+    def test_end_to_end_node_cordoned_scenario(self, updater, e2e_test_node):
+        """End-to-end test: Node becomes unschedulable (cordoned) with alerts"""
+        # Setup: Create monitor with real updater
+        monitor = NodeAvailabilityMonitor()
+        monitor.node_updater = updater  # Use real updater
+        
+        # Setup test data
+        test_node = e2e_test_node
+        end_time = datetime.now().timestamp() + timedelta(minutes=10).total_seconds()
+        time_offset_seconds = 300 
+        time_offset = f"{time_offset_seconds}s"
+        
+        # Mock Prometheus queries
+        # The flow calls:
+        # 1. query_availability_changes - first query (unschedulable nodes)
+        # 2. query_availability_changes - second query (schedulable nodes)
+        # 3. get_node_status_changes - for each changed node
+        
+        change_timestamp = end_time - 120  # Change happened 2 minutes ago
+        
+        # First query: query_availability_changes - node changed to unschedulable
+        mock_prom_response1 = {
+            "result": [
+                {"metric": {"node_name": test_node}, "value": [0, 0.5]}  # value < 1 means changed
+            ]
+        }
+        # Second query: query_availability_changes - schedulable nodes
+        mock_prom_response2 = None
+        # Third query: get_node_status_changes - detailed changes for the node
+        mock_prom_response3 = {
+            "result": [{
+                "values": [
+                    [change_timestamp - 120, 0.0],  # Was schedulable
+                    [change_timestamp, 1.0],  # Changed to unschedulable
+                ]
+            }]
+        }
+        
+        # Mock alert data - query_alerts returns a list of dicts, not a DataFrame
+        test_alerts_records = [{
+            'alertname': 'NodeNotReady',
+            'timestamp': datetime.fromtimestamp(change_timestamp, tz=timezone.utc),
+            'node_name': test_node,
+            'summary': 'Node is not ready',
+            'severity': 'error'
+        }]
+        
+        with patch('ltp_storage.utils.request_util.RequestUtil.prometheus_query') as mock_prom_query, \
+             patch.object(monitor.alert_fetcher.client, 'query_alerts') as mock_query_alerts:
+            
+            # Configure mocks - prometheus_query is called multiple times
+            # Side effect handles all calls in sequence
+            mock_prom_query.side_effect = [
+                mock_prom_response1,  # First query_availability_changes call (unschedulable)
+                mock_prom_response2,  # Second query_availability_changes call (schedulable)
+                mock_prom_response3,  # get_node_status_changes call for changed node
+            ]
+            # Mock only the database query - let get_node_alert_records, find_node_alerts, and shrink_alerts run with real logic
+            mock_query_alerts.return_value = test_alerts_records
+            
+            # Run the monitoring flow
+            monitor.monitor_status_changes(end_time, time_offset)
+            
+            # Verify alerts were queried from database
+            assert mock_prom_query.call_count == 3
+            
+            # Verify node status was updated in database
+            updated_status = updater.get_node_latest_status(test_node)
+            assert updated_status is not None
+            assert updated_status.Status == NodeStatus.CORDONED.value
+            assert updated_status.HostName == test_node
+            
+            # Verify node action was recorded in database
+            start_time_str = (datetime.fromtimestamp(change_timestamp, tz=timezone.utc) - timedelta(minutes=1)).isoformat()
+            end_time_str = (datetime.fromtimestamp(change_timestamp, tz=timezone.utc) + timedelta(minutes=1)).isoformat()
+            actions = updater.node_action_client.get_node_actions(
+                node=test_node,
+                start_time=start_time_str,
+                end_time=end_time_str
+            )
+            
+            assert len(actions) > 0
+            latest_action = actions[0]
+            assert latest_action.HostName == test_node
+            assert latest_action.Action is not None
+            assert latest_action.Reason is not None
+            assert 'NodeNotReady' in latest_action.Reason
+            assert 'Node is not ready' in latest_action.Detail
+
+        
+    def test_end_to_end_node_uncordoned_scenario(self, updater, e2e_test_node):
+        """End-to-end test: Node becomes unschedulable (uncordoned) with alerts"""
+        # Setup: Create monitor with real updater
+        monitor = NodeAvailabilityMonitor()
+        monitor.node_updater = updater
+        monitor.tolerance_time = 60  # Set low tolerance for test
+        # Setup: First cordon the node
+        test_node = e2e_test_node
+        cordon_time = datetime.utcnow() + timedelta(minutes=10)
+        updater.update_status_action(
+            node=test_node,
+            from_status=NodeStatus.AVAILABLE.value,
+            to_status=NodeStatus.CORDONED.value,
+            timestamp=cordon_time,
+            reason="Test cordon",
+            detail="Test detail"
+        )
+        end_time = cordon_time.timestamp() + timedelta(minutes=10).total_seconds()
+        time_offset_seconds = 300
+        time_offset = f"{time_offset_seconds}s"
+        
+        # Mock Prometheus: Node is now unschedulable
+        # First query: query_availability_changes - node changed to unschedulable
+        mock_prom_response1 = {
+            "result": [
+                {"metric": {"node_name": test_node}, "value": [0, 0.5]}  # value < 1 means changed
+            ]
+        }
+        # Second query: query_availability_changes - schedulable nodes
+        mock_prom_response2 = {
+            "result": []
+        }
+        # Third query: get_node_status_changes - detailed changes for the node
+        mock_prom_response3 = {
+            "result": [{
+                "values": [
+                    [end_time - 120, 1.0],  # Was cordoned
+                    [end_time - 120, 0],  # Changed to schedulable
+                ]
+            }]
+        }
+        
+        # Mock empty alerts (node recovered) - query_alerts returns a list
+        test_alerts_records = []
+        
+        with patch('ltp_storage.utils.request_util.RequestUtil.prometheus_query') as mock_prom_query, \
+             patch.object(monitor.alert_fetcher.client, 'query_alerts') as mock_query_alerts:
+            
+            mock_prom_query.side_effect = [
+                mock_prom_response1,  # First query_availability_changes (unschedulable)
+                mock_prom_response2,  # Second query_availability_changes (no changed nodes)
+                mock_prom_response3,  # get_node_status_changes (schedulable)
+            ]
+            # Mock only the database query - let get_node_alert_records, find_node_alerts, and shrink_alerts run with real logic
+            mock_query_alerts.return_value = test_alerts_records
+            
+            # Run monitoring
+            monitor.monitor_status_changes(end_time, time_offset)
+            
+            assert mock_prom_query.call_count == 3
+            
+            # Verify node status was updated to available
+            updated_status = updater.get_node_latest_status(test_node)
+            assert updated_status is not None
+            assert updated_status.Status == NodeStatus.AVAILABLE.value
+            assert updated_status.HostName == test_node
+            
+            # Verify action was recorded
+            # The action timestamp will be end_time (when monitoring ran)
+            start_time_str = (datetime.fromtimestamp(end_time, tz=timezone.utc) - timedelta(minutes=5)).isoformat()
+            end_time_str = (datetime.fromtimestamp(end_time, tz=timezone.utc) + timedelta(minutes=1)).isoformat()
+            actions = updater.node_action_client.get_node_actions(
+                node=test_node,
+                start_time=start_time_str,
+                end_time=end_time_str
+            )
+            
+            assert len(actions) > 0
+            # Find the uncordon action (cordoned-available or similar)
+            uncordon_actions = [a for a in actions if 'available' in a.Action.lower() or a.Action.endswith('-available')]
+            assert len(uncordon_actions) > 0
+
+    def test_end_to_end_node_schedulable_scenario(self, updater, e2e_test_node):
+        """End-to-end test: Node becomes schedulable after being cordoned"""
+        # Setup: First cordon the node
+        test_node = e2e_test_node
+        cordon_time = datetime.utcnow() + timedelta(minutes=10)
+        updater.update_status_action(
+            node=test_node,
+            from_status=NodeStatus.AVAILABLE.value,
+            to_status=NodeStatus.CORDONED.value,
+            timestamp=cordon_time,
+            reason="Test cordon",
+            detail="Test detail"
+        )
+        
+        # Verify node is cordoned
+        status = updater.get_node_latest_status(test_node)
+        assert status.Status == NodeStatus.CORDONED.value
+        
+        # Setup monitor
+        monitor = NodeAvailabilityMonitor()
+        monitor.node_updater = updater
+        monitor.tolerance_time = 60  # Set low tolerance for test
+        
+        end_time = cordon_time.timestamp() + timedelta(minutes=10).total_seconds()
+        time_offset_seconds = 300
+        time_offset = f"{time_offset_seconds}s"
+        
+        # Mock Prometheus: Node is now schedulable
+        # When a node is schedulable but not in available, it's marked as uncordoned
+        # This doesn't require get_node_status_changes - it's handled directly
+        
+        # First query: query_availability_changes - no changed nodes
+        mock_prom_response1 = {
+            "result": []  # No changed nodes
+        }
+        # Second query: query_availability_changes - schedulable nodes
+        mock_prom_response2 = {
+            "result": [
+                {"metric": {"node_name": test_node}, "value": [0, 0.0]}  # Schedulable
+            ]
+        }
+        
+        # Mock empty alerts (node recovered) - query_alerts returns a list
+        test_alerts_records = []
+        
+        with patch('ltp_storage.utils.request_util.RequestUtil.prometheus_query') as mock_prom_query, \
+             patch.object(monitor.alert_fetcher.client, 'query_alerts') as mock_query_alerts:
+            
+            mock_prom_query.side_effect = [
+                mock_prom_response1,  # First query_availability_changes (unschedulable)
+                mock_prom_response2,  # Second query_availability_changes (schedulable)
+                # Note: For schedulable nodes not in available, get_node_status_changes is not called
+            ]
+            # Mock only the database query - let get_node_alert_records, find_node_alerts, and shrink_alerts run with real logic
+            mock_query_alerts.return_value = test_alerts_records
+            
+            # Run monitoring
+            monitor.monitor_status_changes(end_time, time_offset)
+            
+            # Verify node status was updated to available
+            updated_status = updater.get_node_latest_status(test_node)
+            assert updated_status is not None
+            assert updated_status.Status == NodeStatus.AVAILABLE.value
+            
+            # Verify action was recorded
+            # The action timestamp will be end_time (when monitoring ran)
+            start_time_str = (datetime.fromtimestamp(end_time, tz=timezone.utc) - timedelta(minutes=1)).isoformat()
+            end_time_str = (datetime.fromtimestamp(end_time, tz=timezone.utc) + timedelta(minutes=1)).isoformat()
+            actions = updater.node_action_client.get_node_actions(
+                node=test_node,
+                start_time=start_time_str,
+                end_time=end_time_str
+            )
+            
+            # Should have at least one action (cordoned -> available)
+            assert len(actions) > 0
+            # Find the uncordon action (cordoned-available or similar)
+            uncordon_actions = [a for a in actions if 'available' in a.Action.lower() or a.Action.endswith('-available')]
+            assert len(uncordon_actions) > 0
diff --git a/src/alert-manager/src/alert-parser/utils/alert_util.py b/src/alert-manager/src/alert-parser/utils/alert_util.py
index a43c3379..f38acd22 100644
--- a/src/alert-manager/src/alert-parser/utils/alert_util.py
+++ b/src/alert-manager/src/alert-parser/utils/alert_util.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from collections import defaultdict
 import pandas as pd
 import re
@@ -6,108 +9,37 @@
 import os
 import logging
 
-from ltp_kusto_sdk.base import KustoBaseClient
-from ltp_kusto_sdk.utils.time_util import parse_duration
+from ltp_storage.factory import create_alert_client
+from ltp_storage.utils.time_util import parse_duration, convert_timestamp
 
 # set logger with timestamp
 logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
 logger = logging.getLogger(__name__)
 
 # Get Kusto configuration from environment variables
-KUSTO_ALERT_CLUSTER = os.getenv('KUSTO_ALERT_CLUSTER', 'https://ltp-kusto-alerts.westus2.kusto.windows.net')
-KUSTO_ALERT_DATABASE = os.getenv('KUSTO_ALERT_DATABASE', 'DefaultWorkspace-id-westus2')
-
-class AlertParser:
-    """Parser for alert log messages"""
-    
-    @staticmethod
-    def parse_message(log):
-        """Parse a single alert log message"""
-        pattern = r"\[(?P<timestamp>\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}Z)\] alert-handler send alert to admin with alerts: Alertname: (?P<alertname>[^,]+), Severity: (?P<severity>[^,]+), Summary: (?P<summary>.+), Labels: (?P<labels>\{.*?\}), Annotations: (?P<annotations>.*?)"
-        match = re.search(pattern, log)
-        if match:
-            timestamp = match.group("timestamp")
-            alertname = match.group("alertname")
-            severity = match.group("severity")
-            summary = match.group("summary")
-            if 'segfault' in summary:
-                summary = "Segfault"
-            labels = json.loads(match.group("labels"))
-            annotations = match.group("annotations")
-            if alertname == "undefined" and "report_type" in labels:
-                alertname = labels["report_type"]
-            return {
-                "timestamp": timestamp,
-                "alertname": alertname,
-                "severity": severity,
-                "summary": summary,
-                "labels": labels,
-                "annotations": annotations,
-            }
-        else:
-            logger.info(f"Failed to parse log message: {log}")
-            return None
+LTP_STORAGE_BACKEND_DEFAULT = os.getenv('LTP_STORAGE_BACKEND_DEFAULT', 'kusto')
 
-    @staticmethod
-    def generate_row(alert):
-        """Generate a standardized alert row"""
-        keys = [
-            "severity",
-            "summary",
-            "alertname",
-            "node_name",
-            "labels",
-            "annotations",
-            "timestamp",
-        ]
-        alert = AlertParser.parse_message(alert)
-        for key in keys:
-            if key not in alert:
-                if key in alert["labels"]:
-                    alert[key] = alert["labels"][key]
-                else:
-                    alert[key] = ""
-        return alert
 
 class AlertFetcher:
     """Fetches and processes alerts from Kusto"""
     
     def __init__(self):
-        self.client = KustoBaseClient(
-            cluster=KUSTO_ALERT_CLUSTER,
-            database=KUSTO_ALERT_DATABASE
-        )
+        self.endpoint = os.getenv("CLUSTER_ID")
+        self.client = create_alert_client(endpoint=self.endpoint)
 
-    def fetch_logs(self, end_time_stamp, time_offset):
+    def fetch_logs(self, end_time_stamp, time_offset, nodes=None, severity=None):
         """Fetch raw alert logs from Kusto"""
         end_time = datetime.fromtimestamp(end_time_stamp)
         time_offset_delta = parse_duration(time_offset)
         start_time = end_time - time_offset_delta
-        # TODO: fix bug of NodeFilesystemUsage, NodeGpuCountChanged, NodeUnschedulable and remove them from the query
-        query = (
-            f"ContainerLogV2| "
-            f'where ContainerName contains "alerthandler" | '
-            f'where LogMessage contains "alert-handler send alert to admin with alerts" and '
-            f'LogMessage !contains "NodeFilesystemUsage" and LogMessage !contains "NodeGpuCountChanged" and LogMessage !contains "NodeUnschedulable" | '
-            f"where TimeGenerated between(datetime({start_time})..datetime({end_time})) | "
-            f"project TimeGenerated, PodName, LogMessage | "
-            f"sort by TimeGenerated asc")
-        
-        records = self.client.execute_query(query)
+        records = []
+        if severity is None:
+            records = self.client.query_alerts(start_time=start_time, end_time=end_time, nodes=nodes, endpoint=self.endpoint)
+        else:
+            records = self.client.query_alerts(start_time=start_time, end_time=end_time, nodes=nodes, severity=severity, endpoint=self.endpoint)
         logger.info(f"Fetched {len(records)} alert logs from Kusto.")
         return records if records else None
 
-    def process_alerts(self, alerts_data, nodes=None):
-        """Process raw alert data"""
-        alerts = [AlertParser.generate_row(row["LogMessage"]) for row in alerts_data]
-        alerts_df = pd.DataFrame(alerts)
-        if nodes is not None:
-            alerts_df = alerts_df[alerts_df["node_name"].isin(nodes)]
-        if alerts_df.empty:
-            logger.info("No alerts found for the specified nodes.")
-            return []
-        alerts_df["timestamp"] = pd.to_datetime(alerts_df["timestamp"], errors="coerce")
-        return alerts_df
     
     def shrink_alerts(self, alerts_df):
         """Shrink alerts DataFrame to essential columns"""
@@ -155,26 +87,36 @@ def shrink_alerts(self, alerts_df):
         
         return result_df
         
-
-    def get_node_alert_records(self, end_time_stamp, time_offset, tolerent_duration="15m", endpoint="wcu", nodes=None):
+    def get_node_alert_records(self, end_time_stamp, time_offset, nodes=None, severity=None):
         """Get processed alert records for nodes"""
-        alerts_data = self.fetch_logs(end_time_stamp, time_offset)
-        logger.info(f"Fetched {len(alerts_data)} alert logs from Kusto.")
+        logger.info(f"Fetching alerts from Kusto for nodes: {nodes} with time offset: {time_offset} and end time: {end_time_stamp}")
+        alerts_data = self.fetch_logs(end_time_stamp, time_offset, nodes=nodes, severity=severity)
         if alerts_data is None:
             return None
 
-        return self.process_alerts(alerts_data, nodes=nodes)
+        return pd.DataFrame(alerts_data)
 
     def find_node_alerts(self, alerts, node, end_time_stamp, start_time_stamp):
         """Find alerts for a specific node in a time period"""
-        start_time = pd.to_datetime(start_time_stamp, unit='s', utc=True)
-        end_time = pd.to_datetime(end_time_stamp, unit='s', utc=True)
+        start_time = convert_timestamp(start_time_stamp, format="datetime")
+        end_time = convert_timestamp(end_time_stamp, format="datetime")
+        logger.info(f"Finding alerts for node {node} between {start_time} and {end_time}"
+                    )
         if isinstance(alerts, list):
             alerts = pd.DataFrame(alerts)
-
-        return alerts[(alerts['timestamp'] >= start_time)
+        if start_time >= end_time or alerts is None or alerts.empty:
+            logger.info(f"No alerts found for node {node} in the specified time range.")
+            return pd.DataFrame()
+        # Ensure timestamp column is datetime for comparison
+        if 'timestamp' in alerts.columns and len(alerts['timestamp']) > 0 and not isinstance(alerts['timestamp'].iloc[0], datetime):
+            alerts['timestamp'] = pd.to_datetime(alerts['timestamp'], errors='coerce')
+        alerts =  alerts[(alerts['timestamp'] >= start_time)
                      & (alerts['timestamp'] <= end_time) &
                      (alerts['node_name'] == node)]
+        if len(alerts) > 0:
+            logger.info(f"Found {len(alerts)} alerts for node {node} in the specified time range.")
+            logger.info(alerts.head().to_csv(index=False))
+        return alerts
 
 class AlertMapper:
     """Maps alerts to issues"""
diff --git a/src/alert-manager/src/cert-expiration-checker/requirements.txt b/src/alert-manager/src/cert-expiration-checker/requirements.txt
index fe901851..62dafcd4 100644
--- a/src/alert-manager/src/cert-expiration-checker/requirements.txt
+++ b/src/alert-manager/src/cert-expiration-checker/requirements.txt
@@ -1,2 +1,2 @@
-requests==2.23.0
-pyOpenSSL==20.0.1
+requests==2.32.4
+cryptography==45.0.5
\ No newline at end of file
diff --git a/src/alert-manager/src/cert-expiration-checker/send_alert.py b/src/alert-manager/src/cert-expiration-checker/send_alert.py
index e7f5babd..c489c40e 100644
--- a/src/alert-manager/src/cert-expiration-checker/send_alert.py
+++ b/src/alert-manager/src/cert-expiration-checker/send_alert.py
@@ -1,13 +1,20 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from datetime import timezone, datetime, timedelta
 import logging
 import os
 import requests
 import ssl
-from OpenSSL import crypto
+import socket
+from cryptography import x509
+from cryptography.hazmat.backends import default_backend
 
 ALERT_PREFIX = "/alert-manager/api/v2/alerts"
-APISERVER_CERT_PATH = '/etc/kubernetes/ssl/apiserver.crt'
-alertResidualDays = int(os.environ.get('ALERT_RESIDUAL_DAYS'))
+ALERT_MANAGER_URL = os.environ.get(
+    "ALERT_MANAGER_URL", "http://localhost:9093")
+alertResidualDays = int(os.environ.get('ALERT_RESIDUAL_DAYS', 10))
+
 
 def enable_request_debug_log(func):
     def wrapper(*args, **kwargs):
@@ -24,43 +31,121 @@ def wrapper(*args, **kwargs):
 
     return wrapper
 
+
 @enable_request_debug_log
-def send_alert(pai_url: str, residualTime: int, certExpirationInfo: str):
+def send_alert(cert_info: str, expiry_date: datetime, certExpirationInfo: str):
     trigger_time = str(datetime.now(timezone.utc).date())
-    post_url = pai_url.rstrip("/") + ALERT_PREFIX
+    post_url = ALERT_MANAGER_URL.rstrip("/") + ALERT_PREFIX
     alerts = []
     alert = {
         "status": "firing",
         "labels": {
-            "alertname": "k8s cert expiration",
-            "severity": "fatal",
+            "alertname": "cert-expiration",
+            "severity": "warn",
+            "group_email": os.environ.get("ALERT_GROUP_EMAIL"),
             "trigger_time": trigger_time,
         },
         "annotations": {
-            "summary": f"The k8s cert will be expired in {residualTime} days.",
+            "cert": cert_info,
+            "expiry_date": str(expiry_date),
             "description": f"{certExpirationInfo}",
-        },
-        "generatorURL": "alert/script",
+            "summary": f"Certificate {cert_info} will expire on {expiry_date}.",
+        }
     }
     alerts.append(alert)
     logging.info("Sending alerts to alert-manager...")
-    resp = requests.post(post_url, json=alerts)
+    logging.info(post_url)
+    logging.info(alerts)
+    header = {
+        "Content-Type": "application/json",
+        "Accept": "application/json",
+    }
+    resp = requests.post(post_url, json=alerts, headers=header)
     resp.raise_for_status()
     logging.info("Alerts sent to alert-manager.")
 
-def main():
+
+def get_certificate_expiry_date(hostname, port=443):
+    """Retrieve the SSL certificate expiry date for a given hostname and port."""
+    context = ssl.create_default_context()
+    with socket.create_connection((hostname, port)) as sock:
+        with context.wrap_socket(sock, server_hostname=hostname) as ssock:
+            cert = ssock.getpeercert()
+            expiry_date = datetime.strptime(
+                cert['notAfter'], "%b %d %H:%M:%S %Y %Z")
+            # Ensure expiry_date is timezone-aware
+            if expiry_date.tzinfo is None:
+                expiry_date = expiry_date.replace(tzinfo=timezone.utc)
+            return expiry_date
+
+
+def check_https_certificate_expiry():
+    """Check the expiry date of the SSL certificate for the PAI URI specified in the environment variable PAI_URI."""
     PAI_URI = os.environ.get("PAI_URI")
-    certfile = open(APISERVER_CERT_PATH).read()
-    cert = crypto.load_certificate(crypto.FILETYPE_PEM, certfile)
-    expirationTime = datetime.strptime(cert.get_notAfter().decode('ascii'), r'%Y%m%d%H%M%SZ')
-    delta = expirationTime - datetime.now()
-    if (delta < timedelta(days = alertResidualDays)):
-        send_alert(PAI_URI, delta.days, f'Not after {expirationTime}')
+    domain = PAI_URI.split("://")[1]
+    port = 443
+    if ":" in domain:
+        try:
+            # Extract port if specified
+            port = int(domain.split(":")[1])
+        except ValueError:
+            logging.WARN(f"Invalid port in PAI_URI: {domain}")
+            return
+        domain = domain.split(":")[0]
+    expirationTime = get_certificate_expiry_date(domain, port)
+    delta = expirationTime - datetime.now(timezone.utc)
+    if (delta < timedelta(days=alertResidualDays)):
+        send_alert(PAI_URI, expirationTime,
+                   f'The certificate for {PAI_URI} will expire on {expirationTime}. '
+                   'There are only {delta.days} days, {delta.seconds//3600} hours '
+                   'remaining before it expires.')
+
+
+def check_file_certificate_expiry():
+    """Check the expiry date of an SSL certificate from a file specified in the environment variable OIDC_CERT_FILE_PATH."""
+    crt_file_path = os.environ.get("OIDC_CERT_FILE_PATH")
+    if not crt_file_path:
+        logging.warning("OIDC_CERT_FILE_PATH environment variable is not set.")
+        return
+    if not os.path.exists(crt_file_path):
+        logging.error(f"Certificate file does not exist: {crt_file_path}")
+        return
+    try:
+        with open(crt_file_path, "rb") as cert_file:
+            cert_data = cert_file.read()
+            cert = x509.load_pem_x509_certificate(cert_data, default_backend())
+            expiry_date = cert.not_valid_after_utc
+
+            # Ensure expiry_date is timezone-aware
+            if expiry_date.tzinfo is None:
+                expiry_date = expiry_date.replace(tzinfo=timezone.utc)
+
+            current_time = datetime.now(timezone.utc)
+            delta = expiry_date - current_time
+
+            if delta < timedelta(days=alertResidualDays):
+
+                send_alert("OIDC_CERT_FILE", expiry_date,
+                           f'The certificate file: OIDC_CERT_FILE will expire on {expiry_date}. '
+                           f'There are only {delta.days} days, {delta.seconds//3600} hours '
+                           f'remaining before it expires.')
+
+    except FileNotFoundError:
+        logging.error(f"Certificate file not found: {crt_file_path}")
+    except Exception as e:
+        logging.error(f"Error reading certificate file: {e}")
+
+
+def main():
+    logging.info("Starting certificate expiration checker...")
+    check_https_certificate_expiry()
+    check_file_certificate_expiry()
+    logging.info("Certificate expiration checker completed.")
+
 
 if __name__ == "__main__":
     logging.basicConfig(
-        format=
-        "%(asctime)s - %(levelname)s - %(filename)s:%(lineno)s - %(message)s",
+        format="%(asctime)s - %(levelname)s - %(filename)s:%(lineno)s - %(message)s",
         level=logging.INFO,
     )
     main()
diff --git a/src/alert-manager/src/cluster-utilization/send_alert.py b/src/alert-manager/src/cluster-utilization/send_alert.py
index eb438d7c..42aaad9f 100644
--- a/src/alert-manager/src/cluster-utilization/send_alert.py
+++ b/src/alert-manager/src/cluster-utilization/send_alert.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import base64
 from bs4 import BeautifulSoup
 from datetime import timezone, datetime, timedelta
diff --git a/src/alert-manager/src/job-data-recorder/job_util.py b/src/alert-manager/src/job-data-recorder/job_util.py
new file mode 100644
index 00000000..cbecc675
--- /dev/null
+++ b/src/alert-manager/src/job-data-recorder/job_util.py
@@ -0,0 +1,391 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Job Metrics Utility Functions
+
+This module provides utility functions for collecting, calculating, and processing job metrics in OpenPAI.
+
+Features:
+- Query job configuration from OpenPAI REST API
+- Calculate total, idle, and effective GPU hours for jobs
+- Generate normalized job configuration hash
+- Retrieve and process metrics for multiple jobs in parallel
+
+Key Functions:
+- get_job_config: Query job config from OpenPAI
+- calculate_job_gpu_hours: Calculate total GPU hours
+- calculate_job_idle_gpu_hours: Calculate idle GPU hours
+- calculate_job_effective_gpu_hours: Calculate effective GPU hours
+- get_single_job_metrics: Get all metrics for a single job
+- retrieve_period_job_metrics: Batch process metrics for multiple jobs
+"""
+
+import hashlib
+import json
+import os
+from threading import Lock
+import time
+import numpy as np
+import pandas as pd
+from joblib import Parallel, delayed
+from tqdm import tqdm
+import yaml
+
+from data_sources import RequestUtil, PrometheusClient, parse_interval
+
+
+def get_job_config(job):
+    """
+    Query job configuration from OpenPAI REST API.
+
+    Args:
+        job (str): Job name or ID.
+    Returns:
+        dict or None: Job configuration dictionary, or None if not found.
+    """
+    if not job:
+        return None
+    query = f"restserver/jobs/{job}/config"
+    job_config = RequestUtil.openpai_query(query)
+    if not job_config:
+        return None
+    return job_config
+
+
+def calculate_job_gpu_hours(job, end_time_stamp, time_offset):
+    """
+    Calculate total GPU hours for a job.
+
+    Args:
+        job (str): Job name or ID.
+        end_time_stamp (int): End timestamp for metrics.
+        time_offset (str): Time window length (e.g. '24h', '3600s').
+    Returns:
+        float: Total GPU hours.
+    """
+    try:
+        prometheus = PrometheusClient()
+        job_filter = "{" + f'job_name="{job}"' + "}"
+        query = f"sum (count_over_time(task_gpu_percent{job_filter} [{time_offset}] @ {end_time_stamp}))"
+
+        # Use simple query with timestamp
+        result = prometheus.query(query, {})
+        if not result or not result.get("result"):
+            return 0
+
+        job_gpu_hours = result["result"][0]["value"][1]
+        # Use fixed scrape interval of 30 seconds (standard for PAI)
+        scrape_interval = prometheus.get_metric_sampling_interval(
+            "task_gpu_percent")
+        return float(job_gpu_hours) * scrape_interval / 3600
+    except Exception as e:
+        print(f"Error calculating GPU hours for {job}: {e}")
+        return 0
+
+
+def calculate_job_idle_gpu_hours(job, end_time_stamp, time_offset):
+    """
+    Calculate idle GPU hours for a job.
+
+    Args:
+        job (str): Job name or ID.
+        end_time_stamp (int): End timestamp for metrics.
+        time_offset (str): Time window length.
+    Returns:
+        float: Idle GPU hours.
+    """
+    try:
+        prometheus = PrometheusClient()
+        scrape_interval = prometheus.get_metric_sampling_interval(
+            "task_gpu_percent")
+        job_filter = "{" + f'job_name="{job}"' + "}"
+
+        query = (f"sum (count_over_time((task_gpu_percent{job_filter}==0) " +
+                 "[{time_offset}" + f":{scrape_interval}s]" +
+                 " @ {end_time_stamp}))")
+        result = prometheus.query_step(query, {}, end_time_stamp, time_offset)
+
+        if not result:
+            return 0
+
+        total_idle_hours = 0
+        for start, end, values in result:
+            if values:
+                for item in values:
+                    total_idle_hours += float(item["value"][1])
+
+        return total_idle_hours * scrape_interval / 3600
+    except Exception as e:
+        print(f"Error calculating idle GPU hours for {job}: {e}")
+        return 0
+
+
+def calculate_job_effective_gpu_hours(job, end_time_stamp, time_offset):
+    """
+    Calculate effective GPU hours for a job.
+
+    Args:
+        job (str): Job name or ID.
+        end_time_stamp (int): End timestamp for metrics.
+        time_offset (str): Time window length.
+    Returns:
+        float: Effective GPU hours.
+    """
+    try:
+        prometheus = PrometheusClient()
+        job_filter = "{" + f'job_name="{job}"' + "}"
+        query = f"sum (sum_over_time(task_gpu_percent{job_filter} [{time_offset}] @ {end_time_stamp}))"
+
+        result = prometheus.query(query, {})
+        if not result or not result.get("result"):
+            return 0
+
+        job_effective_gpu_hours = result["result"][0]["value"][1]
+        scrape_interval = prometheus.get_metric_sampling_interval(
+            "task_gpu_percent")
+        return float(job_effective_gpu_hours) * scrape_interval / 100 / 3600
+    except Exception as e:
+        print(f"Error calculating effective GPU hours for {job}: {e}")
+        return 0
+
+
+def get_monitor_end_time(end_time_stamp, job_metadata):
+    """
+    Determine the monitoring end time for a job based on metadata.
+
+    Args:
+        end_time_stamp (int): End timestamp.
+        job_metadata (dict): Job metadata.
+    Returns:
+        int: Monitoring end time (timestamp).
+    """
+    job_end_time = None
+    if job_metadata["completedTime"] == None or (
+            end_time_stamp
+            and end_time_stamp < job_metadata["completedTime"] / 1000):
+        job_end_time = end_time_stamp
+    else:
+        job_end_time = int(job_metadata["completedTime"] / 1000)
+    return job_end_time
+
+
+def hash_normalized_config(config, job_name):
+    """
+    Generate a hash of normalized job configuration for deduplication and tracking.
+
+    Args:
+        config (dict or str): Job configuration.
+        job_name (str): Job name.
+    Returns:
+        str: SHA256 hash of normalized config.
+    """
+    if isinstance(config, str):
+        config = json.loads(config)
+    elif config is None:
+        return "unknown"
+
+    # Create a copy to avoid modifying original
+    config = config.copy()
+
+    # Remove variable fields
+    config.pop("extras", None)
+    config.pop("jobRetryCount", None)
+
+    # Normalize task roles
+    for task_role, task_role_config in config.get("taskRoles", {}).items():
+        for key in list(task_role_config.keys()):
+            if key not in ["instances", "resourcePerInstance", "commands"]:
+                task_role_config[key] = None
+
+    # Use username from job name
+    user_name = job_name.split('~')[0]
+    config['name'] = user_name
+
+    # Normalize the config by removing newlines and sorting keys
+    normalized = yaml.dump(config, sort_keys=True)
+    normalized = normalized.replace(' ', '').replace('\n', '')
+
+    # Create a hash of the normalized config
+    return hashlib.sha256(normalized.encode("utf-8")).hexdigest()
+
+
+def get_single_job_metrics(job, job_metadata, end_time_stamp=None, time_offset=None):
+    """
+    Get comprehensive metrics for a single job, including GPU hours and utilization.
+
+    Args:
+        job (str): Job name or ID.
+        job_metadata (dict or str): Job metadata.
+        end_time_stamp (int, optional): End timestamp.
+        time_offset (str, optional): Time window length.
+    Returns:
+        dict: Updated job metadata with metrics.
+    """
+    try:
+        if isinstance(job_metadata, str):
+            job_metadata = json.loads(job_metadata)
+
+        job_start_time = int(job_metadata["launchedTime"] / 1000)
+
+        if not end_time_stamp:
+            end_time_stamp = int(time.time())
+
+        if time_offset:
+            job_start_time = max(
+                int(job_metadata["launchedTime"] / 1000),
+                end_time_stamp - parse_interval(time_offset),
+            )
+
+        job_end_time = get_monitor_end_time(end_time_stamp, job_metadata)
+
+        job_idle_gpu_hours = 0
+        job_total_allocated_gpu_hours = 0
+        job_effective_utilized_gpu_hours = 0
+
+        if job_end_time > job_start_time:
+            time_offset_str = f"{int(job_end_time - job_start_time)}s"
+            job_idle_gpu_hours = calculate_job_idle_gpu_hours(
+                job, job_end_time, time_offset_str)
+            job_total_allocated_gpu_hours = calculate_job_gpu_hours(
+                job, job_end_time, time_offset_str)
+            job_effective_utilized_gpu_hours = calculate_job_effective_gpu_hours(
+                job, job_end_time, time_offset_str)
+
+        # Get job config for hashing
+        job_config = get_job_config(job)
+        job_hash = hash_normalized_config(job_config, job)
+
+        job_metadata.update({
+            "duration": (job_end_time - job_start_time) / 3600,
+            "total_gpu_hours":
+            job_total_allocated_gpu_hours,
+            "idle_gpu_hours":
+            job_idle_gpu_hours,
+            "effective_gpu_hours":
+            job_effective_utilized_gpu_hours,
+            "effective_gpu_utilization":
+            (job_effective_utilized_gpu_hours /
+             (job_total_allocated_gpu_hours - job_idle_gpu_hours)
+             if job_total_allocated_gpu_hours - job_idle_gpu_hours > 0 else 0),
+            "assigned_gpu_utilization":
+            ((job_total_allocated_gpu_hours - job_idle_gpu_hours) /
+             job_total_allocated_gpu_hours
+             if job_total_allocated_gpu_hours > 0 else 0),
+            "idle_gpu_percentage":
+            (job_idle_gpu_hours / job_total_allocated_gpu_hours
+             if job_total_allocated_gpu_hours > 0 else 0),
+            "job_hash":
+            job_hash,
+        })
+        return job_metadata
+    except Exception as e:
+        print(f"Error in getting job metrics for {job}: {e}")
+        job_metadata.update({
+            "duration": (job_end_time - job_start_time) /
+            3600 if 'job_end_time' in locals()
+            and 'job_start_time' in locals() else pd.NA,
+            "total_gpu_hours":
+            pd.NA,
+            "idle_gpu_hours":
+            pd.NA,
+            "effective_gpu_hours":
+            pd.NA,
+            "effective_gpu_utilization":
+            pd.NA,
+            "assigned_gpu_utilization":
+            pd.NA,
+            "idle_gpu_percentage":
+            pd.NA,
+            "job_hash":
+            pd.NA,
+        })
+        return job_metadata
+
+
+def retrieve_period_job_metrics(end_time_stamp, time_offset, job_metadata_list, debug=False):
+    """
+    Retrieve metrics for multiple jobs in a time period, with optional parallel processing.
+
+    Args:
+        end_time_stamp (int): End timestamp.
+        time_offset (str): Time window length.
+        job_metadata_list (list): List of job metadata dicts.
+        debug (bool): If True, disables parallel processing for easier debugging.
+    Returns:
+        pd.DataFrame: DataFrame of all job metrics.
+    """
+    all_df = pd.DataFrame()
+
+    def process_and_save_job(job_metadata):
+        job_name = f'{job_metadata["username"]}~{job_metadata["name"]}'
+        job_data = get_single_job_metrics(job_name, job_metadata,
+                                          end_time_stamp, time_offset)
+        return job_data
+
+    # Use parallel processing with tqdm for jobs
+    results = []
+    if debug:
+        for job in job_metadata_list:
+            results.append(process_and_save_job(job))
+    else:
+        with tqdm(total=len(job_metadata_list),
+                  desc="Processing Jobs") as pbar:
+            results = Parallel(n_jobs=8, backend="threading")(
+                delayed(lambda job:
+                        (pbar.update(1), process_and_save_job(job)))(job)
+                for job in job_metadata_list)
+        results = [result[1] for result in results]
+
+    # Combine results into a single DataFrame
+    if results:
+        new_df = pd.DataFrame(results)
+        all_df = pd.concat([all_df, new_df], ignore_index=True)
+
+    if all_df.empty:
+        return all_df
+
+    all_df.sort_values(
+        by=["submissionTime", "completedTime"],
+        inplace=True,
+    )
+
+    return all_df
+
+def find_node_next_job_start_time(node_ip, completedTime):
+    """Find the next job start time for a node after it has completed a job."""
+    if not node_ip or not isinstance(completedTime, (int, float)):
+        print(f"Invalid input: node_ip={node_ip}, completedTime={completedTime}")
+        return int(completedTime + 60 * 60 * 1000) if completedTime else int(time.time() * 1000)
+    
+    default_end_time = (completedTime +  60 * 60 * 1000)  # 1 hour after completedTime
+    try:
+        prometheus_client = PrometheusClient()
+        node_filter = f'instance=~"{node_ip}:[0-9]*"'
+        query = "task_cpu_percent{" + node_filter + "}>0"
+        result = prometheus_client.query_range(
+            query,
+            start_time=completedTime // 1000 + 1,  # Start just after completedTime
+            end_time=default_end_time // 1000)
+        if not result or not result.get("result"):
+            return default_end_time
+        # Find the first timestamp after completedTime
+        earliest_timestamp = None
+        for item in result["result"]:
+            values = item.get("values", [])
+            if not values:
+                continue    
+            for timestamp_str, value in values:
+                try:
+                    timestamp_ms = int(float(timestamp_str)) * 1000
+                    if (earliest_timestamp is None or timestamp_ms < earliest_timestamp) and timestamp_ms > completedTime:
+                        earliest_timestamp = timestamp_ms
+                        break
+                except (ValueError, TypeError) as parse_error:
+                    print(f"Error parsing timestamp/value: {parse_error}")
+                    break
+        return earliest_timestamp if earliest_timestamp is not None else default_end_time
+    except Exception as e:
+        print(f"Error finding next job start time for node {node_ip}: {e}")
+        return default_end_time
+        
\ No newline at end of file
diff --git a/src/alert-manager/src/job-data-recorder/kusto_util.py b/src/alert-manager/src/job-data-recorder/kusto_util.py
new file mode 100644
index 00000000..d4de3dc5
--- /dev/null
+++ b/src/alert-manager/src/job-data-recorder/kusto_util.py
@@ -0,0 +1,233 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Storage Utility Functions
+
+This module provides helper functions and a utility class for interacting with storage backends.
+Now supports both Kusto and PostgreSQL through unified SDK clients.
+
+Features:
+- Query job metrics and react time records from storage backend
+- Update and ingest job metrics/react time to storage tables
+- Find node triaged failure reasons using action logs
+
+Key Class:
+- StorageUtil: Encapsulates all storage operations for job-data-recorder (formerly KustoUtil)
+
+Note: This class maintains backward compatibility with the original KustoUtil interface
+while supporting both Kusto and PostgreSQL backends.
+"""
+
+import os
+import pandas as pd
+
+# Import from ltp_storage (shared package)
+from ltp_storage.factory import (
+    create_job_summary_client,
+    create_job_react_time_client,
+    create_node_action_client,
+)
+
+
+class StorageUtil:
+    """
+    Unified utility class for querying and ingesting job metrics and react time records.
+    Supports both Kusto and PostgreSQL backends through SDK clients.
+    Reads configuration from environment variables.
+    
+    Backward compatible with KustoUtil interface.
+    """
+
+    def __init__(self):
+        self.endpoint = os.getenv('CLUSTER_ID', 'test')
+        self.backend = os.getenv('LTP_STORAGE_BACKEND_DEFAULT', 'kusto').lower()
+        
+        # Initialize SDK clients
+        self.job_summary_client = create_job_summary_client(self.endpoint)
+        self.job_react_client = create_job_react_time_client(self.endpoint)
+        self.node_action_client = create_node_action_client(self.endpoint)
+        
+
+    def find_node_triaged_failure_in_kusto(self, node_name, completedTime,
+                                           launchedTime):
+        """
+        Find node triaged failure reason and category from action logs.
+        
+        Note: Uses unified SDK client (works with both Kusto and PostgreSQL).
+        Delegates to NodeActionClient.find_triaged_failure() and processes the results.
+
+        Args:
+            node_name (str): Node name.
+            completedTime (int): Job completed time (timestamp in ms).
+            launchedTime (int): Job launched time (timestamp in ms).
+        Returns:
+            (str, str): error_message, category
+        """
+        error_message = ''
+        category = ''
+        
+        try:
+            # Get triaged actions from the client in list of NodeAction objects
+            triaged_actions = self.node_action_client.find_triaged_failure(
+                node_name=node_name,
+                completed_time_ms=completedTime,
+                launched_time_ms=launchedTime
+            )
+            
+            if not triaged_actions:
+                return error_message, category
+            
+            # Process results with priority: platform > hardware > user > unknown
+            action_priority = {
+                'cordoned-triaged_platform': ('Platform Failure', 1),
+                'cordoned-triaged_hardware': ('Hardware Failure', 2),
+                'cordoned-triaged_user': ('Software Failure', 3),
+                'cordoned-triaged_unknown': ('Unknown', 4),
+            }
+            
+            best_priority = 999
+            for action in triaged_actions:
+                action_name = action.Action
+                if action_name in action_priority:
+                    cat, priority = action_priority[action_name]
+                    if priority < best_priority:
+                        error_message = action.Reason
+                        category = cat
+                        best_priority = priority
+        
+        except Exception as e:
+            print(f"Error finding node triaged failure: {e}")
+        
+        return error_message, category
+
+    def query_last_time_generated(self):
+        """
+        Query the last completion time from the job metrics table.
+        Works with both Kusto and PostgreSQL backends.
+        
+        Returns:
+            str: Last completion timestamp, or None if not found.
+        """
+        try:
+            result = self.job_summary_client.query_last_completion_time(self.endpoint)
+            return result
+        except Exception as e:
+            print(f"Error querying last time generated: {e}")
+            return None
+
+    def query_unknown_category_records(self, retain_time):
+        """
+        Query records with unknown exit category within the retention window.
+        Works with both Kusto and PostgreSQL backends.
+        
+        Args:
+            retain_time (str): Retention window (e.g. '30d')
+        Returns:
+            pd.DataFrame: DataFrame of records with unknown category.
+        """
+        try:
+            records = self.job_summary_client.query_unknown_category_records(
+                retain_time=retain_time,
+                endpoint=self.endpoint
+            )
+            
+            print(f"Querying unknown category records, result count: {len(records)}")
+            return pd.DataFrame(records)
+        except Exception as e:
+            print(f"Error querying unknown category records: {e}")
+            return pd.DataFrame()
+    
+    def query_unknown_react_records(self, retain_time):
+        """
+        Query records with missing reactTime within the retention window.
+        Works with both Kusto and PostgreSQL backends.
+            
+        Args:
+            retain_time (str): Retention window (e.g. '30d')
+        Returns:
+            pd.DataFrame: DataFrame of records with missing reactTime.
+        """
+        try:
+            records = self.job_react_client.query_unknown_react_records(
+                retain_time=retain_time,
+                endpoint=self.endpoint
+            )
+            
+            print(f"Querying unknown react records, result count: {len(records)}")
+            return pd.DataFrame(records)
+        except Exception as e:
+            print(f"Error querying unknown react records: {e}")
+            return pd.DataFrame()
+
+    def query_job_metrics_by_job_id(self, job_ids):
+        """
+        Query job metrics for a list of job IDs.
+        Works with both Kusto and PostgreSQL backends.
+        
+        Args:
+            job_ids (list): List of job IDs.
+        Returns:
+            pd.DataFrame: DataFrame of job metrics for the given job IDs.
+        """
+        if not job_ids:
+            return pd.DataFrame()
+        
+        try:
+            records = self.job_summary_client.query_job_summaries_by_job_ids(
+                job_ids=job_ids,
+                endpoint=self.endpoint
+            )
+            return pd.DataFrame(records)
+        except Exception as e:
+            print(f"Error querying job metrics by job ID: {e}")
+            return pd.DataFrame()
+
+    def ingest_job_metrics_to_kusto(self, df, table_name):
+        """
+        Ingest a DataFrame of job metrics or react times into the storage backend.
+        Works with both Kusto and PostgreSQL backends.
+        
+        Args:
+            df (pd.DataFrame): DataFrame to ingest.
+            table_name (str): Target table name (used to determine which client to use).
+        
+        Note: For backward compatibility, this method accepts table_name parameter,
+              but it's only used to determine if we're ingesting to JobSummary or JobReactTime.
+        """
+        try:
+            # Ensure timeGenerated and Endpoint fields are set
+            if 'timeGenerated' not in df.columns and 'time_generated' not in df.columns:
+                df['timeGenerated'] = pd.Timestamp.now().to_pydatetime()
+            
+            if 'Endpoint' not in df.columns and 'endpoint' not in df.columns:
+                df['Endpoint'] = self.endpoint
+            
+            # Determine which client to use based on table name
+            is_react_table = table_name == os.getenv('KUSTO_REACT_TABLE', 'JobReactTime') if os.getenv('KUSTO_REACT_TABLE', 'JobReactTime') else False
+            
+            # Ingest using appropriate client (factory already handles backend)
+            if is_react_table:
+                self._ingest_react_times(df)
+            else:
+                self._ingest_job_summaries(df)
+            
+            print(f"Successfully ingested {len(df)} records to {table_name}")
+        except Exception as e:
+            print(f"Error ingesting job metrics: {e}")
+
+    def _ingest_job_summaries(self, df):
+        """Ingest job summaries to the configured backend."""
+        # Both Kusto and PostgreSQL accept list of dicts - unified interface!
+        records = df.to_dict('records')
+        self.job_summary_client.insert_job_summaries_batch(records)
+    
+    def _ingest_react_times(self, df):
+        """Ingest react times to the configured backend."""
+        # Both Kusto and PostgreSQL accept list of dicts - unified interface!
+        records = df.to_dict('records')
+        self.job_react_client.insert_job_react_times_batch(records)
+
+
+# Backward compatibility alias
+KustoUtil = StorageUtil
diff --git a/src/alert-manager/src/job-data-recorder/record_job.py b/src/alert-manager/src/job-data-recorder/record_job.py
new file mode 100644
index 00000000..1d92a231
--- /dev/null
+++ b/src/alert-manager/src/job-data-recorder/record_job.py
@@ -0,0 +1,533 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import json
+import os
+import pandas as pd
+from concurrent.futures import ThreadPoolExecutor, as_completed
+import traceback
+from tqdm import tqdm
+
+from data_sources import *
+from job_util import retrieve_period_job_metrics, find_node_next_job_start_time
+from kusto_util import KustoUtil
+
+
+def get_job_duration(job):
+    """Calculate the job running duration in hours"""
+    if not job.get('completedTime', 0):
+        # return large number if job is still running
+        return float('inf')
+    if not job.get('launchedTime', 0):
+        return 0
+    return (job.get('completedTime', 0) -
+            job.get('launchedTime', 0)) / 1000 / 3600
+
+
+def meets_job_metadata_criteria(job):
+    """Check if the job meets the specified criteria"""
+    long_running_job = get_job_duration(job) > 0.1  # 10 minutes
+    return long_running_job
+
+
+def collect_eligible_jobs(current_time_stamp, time_offset):
+    """Collect jobs that meet the specified criteria from job metadata"""
+    start_time = current_time_stamp - parse_interval(time_offset)
+    metadata = JobMetadataClient().get_job_attempts_metadata(
+        start_time, current_time_stamp, job_finish=True)
+    jobs = []
+    for job_attempt_name, job_attempt_metadata in metadata.items():
+        # check if job meets the criteria
+        if meets_job_metadata_criteria(job_attempt_metadata):
+            job_copy = job_attempt_metadata.copy()
+            job_copy['jobId'] = job_attempt_name
+            jobs.append(job_copy)
+
+    return jobs
+
+
+def collect_finished_job_metrics(job_attempts_metadata,
+                                 debug=False):
+    """Collect detailed job metrics for the specified jobs including each attempt and save into a CSV file"""
+
+    df = retrieve_period_job_metrics(end_time_stamp=None,
+                                     time_offset=None,
+                                     job_metadata_list=job_attempts_metadata,
+                                     debug=debug)
+    # analyze exit reasons for each job
+    df = update_failure_reason_category(df, debug)
+    return df
+
+
+def parse_common_errors(log):
+    """Parse common error patterns from job logs."""
+    if log is None:
+        return '', ''
+    lines = log.split('\n')
+    # Inline expression to find the first line containing the pattern
+    find_line = lambda pattern, default=None: next(
+        (line for line in lines if pattern in line), default
+        if default is not None else pattern) if pattern in log else None
+
+    if 'One or both of the .idx and .bin files cannot be found' in log:
+        return 'Data Missing', 'Platform Failure'
+    elif 'Dataset corrup' in log:
+        return 'Dataset Missing', 'Platform Failure'
+    elif error := find_line('Got async event : port error'):
+        return 'IB Link Flaping' + error, 'Hardware Failure'
+    elif 'GPU Hang' in log:
+        return 'GPU Hang', 'Hardware Failure'
+    else:
+        return '', ''
+
+
+def analyze_single_job_exit_reason(job_name,
+                                   attempt_id,
+                                   job_metadata=None,
+                                   debug=False):
+    """Analyze the exit reason of a single job."""
+
+    print(f"Analyzing exit reason for job: {job_name}, attempt: {attempt_id}")
+    if not job_metadata:
+        job_metadata = JobMetadataClient().get_job_attempt_metadata(
+            job_name, attempt_id)
+    if not job_metadata:
+        print(f"Could not fetch details for job {job_name}")
+        return
+
+    # Extract job details and analyze exit reason
+    task_role_name = list(job_metadata["taskRoles"].keys())[0]
+    task_statuses = job_metadata["taskRoles"][task_role_name]["taskStatuses"]
+    failed_tasks = get_failed_tasks(task_statuses)
+    stopped_tasks = get_stopped_tasks(task_statuses)
+    completed_time = job_metadata['completedTime']
+    launched_time = job_metadata['launchedTime']
+
+    reason, category = '', ''
+    node_failure, category = find_node_failure_in_job(
+        job_name, attempt_id, completed_time, launched_time, task_role_name,
+        failed_tasks, stopped_tasks, task_statuses, debug)
+    if node_failure and len(node_failure) > 0:
+        reason = node_failure
+    else:
+        if len(failed_tasks) == 0 and len(stopped_tasks) > 0:
+            reason, category = 'User Stop', 'User Stop'
+        elif len(failed_tasks) > 0 and all(task['containerExitSpec']['phrase']
+                                           == 'PAIRuntimeUnknownFailed'
+                                           for task in failed_tasks):
+            reason, category = 'User Code Bug', 'Software Failure'
+        elif len(failed_tasks) > 0:
+            exit_code = [
+                task['containerExitSpec']['phrase'] for task in failed_tasks
+                if task['containerExitSpec']['phrase'] !=
+                'PAIRuntimeUnknownFailed'
+            ]
+            exit_code = list(set(exit_code))
+            reason, category = exit_code[0], 'Software Failure'
+        else:
+            reason = 'Succeed'
+            category = 'Succeed'
+
+    print(f"Job {job_name} exit reason: {reason}")
+    return reason, category if category else ''
+
+
+def find_node_failure_in_job(job_name,
+                             attempt_id,
+                             completed_time,
+                             launched_time,
+                             task_role_name,
+                             failed_tasks,
+                             stopped_tasks,
+                             all_tasks,
+                             debug=False):
+    """Find node failure reasons in all nodes of a job."""
+    # Priority-ordered tasks
+    ordered_tasks = failed_tasks + stopped_tasks + [
+        task for task in all_tasks
+        if task not in failed_tasks and task not in stopped_tasks
+    ]
+    reasons = {}
+    categories = set()
+
+    def wrapped_find(task):
+        # Ensure result is always a tuple (task, result_value)
+        try:
+            result = find_node_failure(task, completed_time, launched_time,
+                                       job_name, attempt_id, task_role_name)
+            print(f"Task {task.get('taskIndex', 'N/A')} result: {result}")
+            return (task, result)
+        except Exception as e:
+            print(
+                f"Error in wrapped_find for task {task.get('taskIndex', 'N/A')}: {e}"
+            )
+            traceback.print_exc()  # Print full traceback for debugging
+            return (task, '')  # Return error message as result
+
+    if debug:
+        for task in ordered_tasks:
+            try:
+                task, result = wrapped_find(task)
+                node, reason, category = result
+                if reason and len(reason) > 0:
+                    reasons[node] = reason
+                    categories.add(category)
+                    break
+            except Exception as e:
+                print(
+                    f"Error in wrapped_find for task {task.get('taskIndex', 'N/A')}: {e}"
+                )
+    else:
+        # Use ThreadPoolExecutor to parallelize the search across tasks
+        with ThreadPoolExecutor(max_workers=8) as executor:
+            future_to_task = {
+                executor.submit(wrapped_find, task): task
+                for task in ordered_tasks
+            }
+            found_result = None
+            try:
+                for future in as_completed(future_to_task):
+                    task, result = future.result()
+                    node, reason, category = result
+                    if reason and len(reason) > 0:
+                        reasons[node] = reason
+                        categories.add(category)
+                        if found_result is None:
+                            found_result = result
+                            # Cancel pending (not started) futures
+                            for pending_future in future_to_task:
+                                if not pending_future.done():
+                                    try:
+                                        pending_future.cancel()
+                                    except Exception as cancel_error:
+                                        pass  # Ignore cancellation errors
+
+            except Exception as e:
+                print(f"Exception occurred: {e}")
+
+    return json.dumps(reasons) if len(
+        reasons) > 0 else '', categories.pop() if categories else ''
+
+
+def find_node_failure(task, completedTime, launchedTime, job_name, attempt,
+                      task_role_name):
+    """Find node failure reason of one node."""
+    error_message = ''
+    if completedTime is None:
+        # use current time if completedTime is not available
+        completedTime = pd.Timestamp.now().timestamp() * 1000
+    node_name = task.get('containerNodeName', 'unknown')
+    ip = task.get('containerIp', 'unknown')
+    if not node_name or node_name == 'unknown':
+        print(
+            f"Node name not found for job {job_name}, attempt {attempt}, task {task.get('taskIndex', 'N/A')}"
+        )
+        return '', '', ''
+    end_time = find_node_next_job_start_time(
+        ip, completedTime)
+    error_message, category = KustoUtil().find_node_triaged_failure_in_kusto(
+        node_name, end_time, launchedTime)
+    if len(error_message) == 0:
+        logs = JobLogsClient().download_log(job_name,
+                                            attempt,
+                                            task_role_name,
+                                            task['taskIndex'],
+                                            tail=False,
+                                            retry=1)
+        error, category = parse_common_errors(logs)
+        if error and len(error) > 0:
+            print(f"Job {job_name} task {task['taskIndex']} error: {error}")
+            error_message += error
+            category = category if category else ''
+    return node_name, error_message, category if category else ''
+
+
+def get_failed_tasks(task_statuses):
+    """
+    Get list of failed tasks, prioritizing those that failed due to external pod deletion.
+    
+    Args:
+        task_statuses: List of task status dictionaries
+    
+    Returns:
+        List of failed task dictionaries
+    """
+    # Get all failed tasks
+    failed_tasks = [
+        task for task in task_statuses if task["taskState"] == "FAILED"
+    ]
+
+    # Check for tasks that failed specifically due to pod deletion
+    pod_deleted_tasks = [
+        task for task in failed_tasks
+        if task['containerExitSpec']['phrase'] == 'PodExternalDeleted'
+    ]
+
+    # Prioritize pod deleted tasks if they exist
+    if len(pod_deleted_tasks) > 0:
+        return pod_deleted_tasks
+
+    return failed_tasks
+
+
+def get_stopped_tasks(task_statuses):
+    """
+    Get list of stopped tasks.
+    
+    Args:
+        task_statuses: List of task status dictionaries
+    
+    Returns:
+        List of stopped task dictionaries
+    """
+    return [task for task in task_statuses if task["taskState"] == "STOPPED"]
+
+
+def generate_metrics(current_time, time_offset, debug=False):
+    """
+    Collect job metrics for jobs completed within the specified time window.
+
+    Args:
+        current_time (float): Current timestamp.
+        time_offset (str): Time window length (e.g. '24h', '3600s').
+        debug (bool): If True, enables debug logging.
+    Returns:
+        pd.DataFrame: DataFrame containing job metrics.
+    """
+    eligible_jobs = collect_eligible_jobs(current_time, time_offset)
+    df = collect_finished_job_metrics(eligible_jobs,
+                                      debug=debug)
+    if df.empty:
+        print("No eligible jobs found in the specified time window.")
+        return pd.DataFrame()
+    logger.info(f"Collected {len(df)} job metrics in the time window of {time_offset}")
+    # Step 1: Add missing fields
+    df["jobHash"] = df.get("job_hash", "unknown")  # use "unknown" if missing
+    df["retryDetails"] = df.get("retryDetails",
+                                "{}")  # dummy empty dict if needed
+
+    # Step 2: Prepare JobFailureSummary
+    df_summary = df[[
+        "name", "username", "state", "retries", "attemptId", "retryDetails",
+        "virtualCluster", "totalGpuNumber", "jobPriority", "duration",
+        "total_gpu_hours", "idle_gpu_hours", "effective_gpu_hours",
+        "submissionDatetime", "launchedDatetime", "completedDatetime",
+        "exitReason", "jobId", "jobHash", "exitCategory",
+        "createdDatetime", "idle_gpu_percentage",
+        "assigned_gpu_utilization", "effective_gpu_utilization"
+    ]]
+    
+    df_summary = df_summary.rename(
+        columns={
+            "job_hash": "jobHash",
+            "job_id": "jobId",
+            "name": "jobName",
+            "username": "userName",
+            "state": "jobState",
+            "retries": "retryCount",
+            "totalGpuNumber": "totalGpuCount",
+            "duration": "jobDurationHours",
+            "total_gpu_hours": "totalGpuHours",
+            "idle_gpu_hours": "idleGpuHours",
+            "effective_gpu_hours": "effectiveGpuHours",
+            "submissionDatetime": "submissionTime",
+            'createdDatetime': 'createdDatetime',
+            "launchedDatetime": "launchTime",
+            "completedDatetime": "completionTime",
+            "idle_gpu_percentage": "idleGpuPercentage",
+            "assigned_gpu_utilization": "assignedGpuUtilization",
+            "effective_gpu_utilization": "effectiveGpuUtilization",
+        })
+    df_summary["launchTime"] = pd.to_datetime(df_summary["launchTime"],
+                                              errors='coerce')
+    df_summary["completionTime"] = pd.to_datetime(df_summary["completionTime"],
+                                                  errors='coerce')
+    df_summary["submissionTime"] = pd.to_datetime(df_summary["submissionTime"],
+                                                  errors='coerce')
+    df_summary["createdDatetime"] = pd.to_datetime(df_summary["createdDatetime"],
+                                                  errors='coerce')
+    logger.info(f"Generated {len(df_summary)} job metrics records")
+
+    return df_summary
+
+
+def generate_job_react_time(df):
+    """
+    Generate job react time based on the job metrics DataFrame.
+
+    Args:
+        df (pd.DataFrame): DataFrame containing job metrics.
+    Returns:
+        pd.DataFrame: DataFrame with job_hash, reactTime, job_id columns.
+    """
+    if df.empty:
+        return pd.DataFrame()
+
+    # the react time is the time difference between the job exit and next job start for the same job hash
+    df['reactTime'] = pd.NA
+    df.sort_values(by=['jobHash', 'completionTime'], inplace=True)
+    for job_hash, group in df.groupby('jobHash'):
+        if len(group) < 2:
+            continue
+        for i in range(len(group) - 1):
+            try:
+                current_job = group.iloc[i]
+                next_job = group.iloc[i + 1]
+                if pd.isna(current_job['completionTime']) or pd.isna(next_job['launchTime']):
+                    continue
+                if current_job['completionTime'] and next_job['launchTime']:
+
+                    react_time = (pd.to_datetime(next_job['launchTime']) -
+                                pd.to_datetime(current_job['completionTime'])
+                                ).total_seconds() / 3600  # convert to hours
+                    if react_time >= 0:  # only consider positive react times
+                        df.loc[current_job.name, 'reactTime'] = react_time
+            except Exception as e:
+                logger.error(
+                    f"Error calculating react time for job {current_job['jobId']}: {e}"
+                )
+                traceback.print_exc()
+
+    return df[['jobHash', 'reactTime', 'jobId']].reset_index(drop=True)
+
+
+def update_react_time(unknown_react_records, metrics_df):
+    """
+    Update missing react time records using new metrics data.
+
+    Args:
+        unknown_react_records (pd.DataFrame): Records with missing reactTime.
+        metrics_df (pd.DataFrame): Newly generated job metrics.
+    Returns:
+        pd.DataFrame: Updated records with reactTime filled where possible.
+    """
+    try:
+        if unknown_react_records.empty or metrics_df.empty:
+            return pd.DataFrame()
+
+        # query the job summary table for the same jobId in react_df from kusto
+        # merge the queried metrics_df_old with metrics_df
+        metrics_df_old = KustoUtil().query_job_metrics_by_job_id(
+            unknown_react_records['jobId'].unique().tolist())
+        if metrics_df_old.empty:
+            return pd.DataFrame()
+          # Fix: Ensure datetime columns have consistent timezone handling
+        datetime_columns = ['completionTime', 'launchTime', 'submissionTime', 'createdDatetime']
+        # Normalize timezone for both DataFrames before concatenation
+        for col in datetime_columns:
+            if col in metrics_df_old.columns:
+                # Convert to timezone-naive if it's timezone-aware
+                if pd.api.types.is_datetime64_any_dtype(metrics_df_old[col]):
+                    if hasattr(metrics_df_old[col].dtype, 'tz') and metrics_df_old[col].dtype.tz is not None:
+                        metrics_df_old[col] = metrics_df_old[col].dt.tz_convert('UTC').dt.tz_localize(None)
+                    # Ensure it's datetime type
+                    metrics_df_old[col] = pd.to_datetime(metrics_df_old[col], errors='coerce')
+                    
+            if col in metrics_df.columns:
+                # Convert to timezone-naive if it's timezone-aware
+                if pd.api.types.is_datetime64_any_dtype(metrics_df[col]):
+                    if hasattr(metrics_df[col].dtype, 'tz') and metrics_df[col].dtype.tz is not None:
+                        metrics_df[col] = metrics_df[col].dt.tz_convert('UTC').dt.tz_localize(None)
+                    # Ensure it's datetime type
+                    metrics_df[col] = pd.to_datetime(metrics_df[col], errors='coerce')
+        
+        merged_df = pd.concat([metrics_df_old, metrics_df], ignore_index=True)
+        merged_df.sort_values(by=['jobId', 'completionTime'], inplace=True)
+        merged_df = merged_df.drop_duplicates(subset=['jobId'],
+                                            keep='last').reset_index(drop=True)
+        new_react_df = generate_job_react_time(merged_df)
+        new_react_df = new_react_df[new_react_df['jobId'].isin(
+            unknown_react_records['jobId'])].reset_index(drop=True)
+        if new_react_df.empty:
+            return pd.DataFrame()
+    except Exception as e:
+        logger.error(f"Error updating react time: {e}")
+        traceback.print_exc()
+        return pd.DataFrame()
+    return new_react_df
+
+
+def update_failure_reason_category(unknown_category_records, debug=False):
+    """
+    Update missing failure reason category records.
+
+    Args:
+        unknown_category_records (pd.DataFrame): Records with unknown category.
+    Returns:
+        pd.DataFrame: Updated records with category filled where possible.
+    """
+    unknown_category_records.reset_index(drop=True, inplace=True)
+    if 'exitReason' not in unknown_category_records.columns:
+        unknown_category_records['exitReason'] = ''
+    if 'exitCategory' not in unknown_category_records.columns:
+        unknown_category_records['exitCategory'] = ''
+    for i in tqdm(range(len(unknown_category_records)), desc="Updating exit reasons"):
+        job_row = unknown_category_records.iloc[i]
+        job_id = job_row['jobId']
+        user, name, attempt_id = job_id.split('~')
+        job_name = f'{user}~{name}'
+        reason, category = analyze_single_job_exit_reason(
+            job_name, attempt_id, job_row.to_dict(), debug)
+        unknown_category_records.loc[i, 'exitReason'] = reason
+        unknown_category_records.loc[i, 'exitCategory'] = category
+    return unknown_category_records
+
+
+def main():
+    import argparse
+    parser = argparse.ArgumentParser(
+        description="Job Metrics and Exit Reason Analysis Tool")
+    subparsers = parser.add_subparsers(dest="action",
+                                       required=True,
+                                       help="Action to perform")
+
+    # Subparser for generating metrics and exit reasons for all jobs
+    generate_parser = subparsers.add_parser(
+        "generate",
+        help="Generate metrics and exit reasons for all jobs during a period")
+    generate_parser.add_argument(
+        "--current_time",
+        type=str,
+        required=False,
+        help="Current time in datetime format (e.g., '2023-10-01 12:00:00')")
+    generate_parser.add_argument("--time_offset",
+                                 type=str,
+                                 required=True,
+                                 help="Time offset (e.g., '1d')")
+    generate_parser.add_argument("--output_file",
+                                 type=str,
+                                 default="job_metrics.csv",
+                                 help="Output file for job metrics")
+
+    # Subparser for analyzing the exit reason of a single job
+    analyze_parser = subparsers.add_parser(
+        "diagnosis", help="Diagnosis the exit reason of a single job")
+    analyze_parser.add_argument(
+        "--job_name",
+        type=str,
+        required=True,
+        help="Name of the job to analyze, e.g., 'user~job_name'")
+    analyze_parser.add_argument("--attempt_id",
+                                type=str,
+                                required=True,
+                                help="Attempt ID of the job to analyze")
+
+    args = parser.parse_args()
+
+    if args.action == "generate":
+        if not args.current_time:
+            args.current_time = pd.Timestamp.now().strftime(
+                "%Y-%m-%d %H:%M:%S")
+        print(
+            f"Current time: {args.current_time}, Time offset: {args.time_offset}"
+        )
+        current_time = pd.to_datetime(args.current_time).timestamp()
+        generate_metrics(current_time, args.time_offset)
+    elif args.action == "diagnosis":
+        analyze_single_job_exit_reason(args.job_name, args.attempt_id)
+    else:
+        print("Invalid action. Use 'generate' or 'diagnosis'.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/alert-manager/src/job-data-recorder/requirements.txt b/src/alert-manager/src/job-data-recorder/requirements.txt
new file mode 100644
index 00000000..5fede1dd
--- /dev/null
+++ b/src/alert-manager/src/job-data-recorder/requirements.txt
@@ -0,0 +1,11 @@
+tqdm
+joblib
+pandas
+pytest
+requests
+apscheduler
+numpy
+PyYAML
+./ltp-storage-common
+./kusto-sdk
+./postgresql-sdk
\ No newline at end of file
diff --git a/src/alert-manager/src/job-data-recorder/run.py b/src/alert-manager/src/job-data-recorder/run.py
new file mode 100644
index 00000000..f1d6d425
--- /dev/null
+++ b/src/alert-manager/src/job-data-recorder/run.py
@@ -0,0 +1,156 @@
+#!/usr/bin/env python3
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Job Data Recorder - This script processes finished job metrics and react times, then ingests them into Kusto.
+"""
+
+import logging
+import os
+import sys
+
+from datetime import datetime
+from apscheduler.schedulers.blocking import BlockingScheduler
+from apscheduler.triggers.interval import IntervalTrigger
+import pandas as pd
+
+# Add current directory to path for local imports
+sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
+
+from record_job import generate_metrics, generate_job_react_time, update_react_time, update_failure_reason_category
+from kusto_util import KustoUtil
+from data_sources import parse_interval
+
+# Configure logging
+logging.basicConfig(level=logging.INFO,
+                    format='%(asctime)s - %(levelname)s - %(message)s')
+logger = logging.getLogger(__name__)
+
+
+def process_job_data(time_offset=None):
+    """
+    Collects job metrics and react times, then ingests them into Kusto.
+
+    Args:
+        time_offset (str, optional): Data window length (e.g. '24h', '3600s').
+            If None, will use last timeGenerated from Kusto to fill missing data.
+    """
+    current_time = datetime.now().timestamp()
+
+    metrics_table = os.getenv('KUSTO_METRICS_TABLE', 'JobSummary')
+    react_table = os.getenv('KUSTO_REACT_TABLE', 'JobReactTime')
+    retain_time = os.getenv('RECORD_RETAIN_TIME', '30d')
+
+    logger.info(f"--- Processing job data at {datetime.now()} ---")
+
+    # In case data missing during the service downtime, we will use the last timeGenerated as the start time for the first run
+    # After that, we will use the time_offset to determine the time window
+    if time_offset is None:
+        last_time = KustoUtil().query_last_time_generated()
+        if last_time:
+            time_offset = current_time - int(
+                pd.to_datetime(last_time).timestamp())
+            time_offset = f'{int(time_offset)}s'
+        else:
+            time_offset = os.getenv('RUN_INTERVAL', '24h')
+
+    logger.info(f"Time window: {time_offset}")
+
+    try:
+        # Generate job metrics in the specified time window
+        logger.info("Generating job metrics...")
+        metrics_df = generate_metrics(current_time, time_offset)
+        if metrics_df.empty:
+            logger.warning("No job metrics generated for this time window")
+            return
+        logger.info(f"Generated {len(metrics_df)} job metric records")
+        react_df = generate_job_react_time(metrics_df)
+
+        # Update the previous incomplete records
+        # update the previous unknown category records within retain_time
+        unknown_category_records = KustoUtil().query_unknown_category_records(
+            retain_time)
+        unknown_category_records = update_failure_reason_category(
+            unknown_category_records)
+        # update the previous empty react records within retain_time
+        unknown_react_records = KustoUtil().query_unknown_react_records(
+            retain_time)
+
+        unknown_react_records = update_react_time(unknown_react_records,
+                                                  metrics_df)
+        # filterout records still in unknown category
+        unknown_category_records = unknown_category_records[
+            unknown_category_records['category'] !=
+            'Unknown'] if not unknown_category_records.empty else pd.DataFrame(
+            )
+        # filterout records whose reactTime is still empty
+        unknown_react_records = unknown_react_records[
+            unknown_react_records['reactTime'].notna(
+            )] if not unknown_react_records.empty else pd.DataFrame()
+
+        # merge updated incomplete records with new records
+        if not unknown_category_records.empty:
+            metrics_df = pd.concat([metrics_df, unknown_category_records],
+                                   ignore_index=True)
+        if not unknown_react_records.empty:
+            react_df = pd.concat([react_df, unknown_react_records],
+                                 ignore_index=True)
+
+        # Ingest records to Kusto
+        try:
+            logger.info(f"Ingesting metrics to table: {metrics_table}")
+            KustoUtil().ingest_job_metrics_to_kusto(metrics_df, metrics_table)
+            logger.info("Successfully ingested metrics to Kusto")
+            logger.info(f"Ingesting react times to table: {react_table}")
+            KustoUtil().ingest_job_metrics_to_kusto(react_df, react_table)
+            logger.info("Successfully ingested react times to Kusto")
+        except Exception as kusto_error:
+            logger.error(f"Failed to ingest metrics to Kusto: {kusto_error}")
+
+    except Exception as e:
+        logger.error(f"Job data processing failed: {e}")
+
+
+def main():
+    """
+    Main entry point: initializes scheduler and starts periodic job-data processing.
+    """
+    # Get configuration from environment
+    interval_minutes = os.getenv('RUN_INTERVAL', '180m')
+
+    logger.info("Job Data Recorder starting...")
+    logger.info(
+        f"Scheduled to run every {interval_minutes} minutes (fixed interval)")
+
+    # Create scheduler with fixed interval (won't drift due to processing time)
+    scheduler = BlockingScheduler()
+
+    # Add job with fixed interval - this ensures runs happen at exact intervals
+    # regardless of how long each job takes to complete
+    scheduler.add_job(
+        process_job_data,
+        args=[None],
+        trigger=IntervalTrigger(
+            minutes=parse_interval(interval_minutes)// 60),
+        id='job_data_processor',
+        max_instances=1,  # Prevent overlapping runs
+        coalesce=True,  # If a run is missed, don't queue multiple runs
+        name='Job Data Processor')
+
+    # Run immediately on startup
+    logger.info("Running initial data processing...")
+    process_job_data()
+
+    # Start the scheduler
+    logger.info("Starting fixed-interval scheduler...")
+    try:
+        scheduler.start()
+    except KeyboardInterrupt:
+        logger.info("Scheduler stopped by user")
+        scheduler.shutdown()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/alert-manager/src/job-data-recorder/tests/conftest.py b/src/alert-manager/src/job-data-recorder/tests/conftest.py
new file mode 100644
index 00000000..0f01cbff
--- /dev/null
+++ b/src/alert-manager/src/job-data-recorder/tests/conftest.py
@@ -0,0 +1,21 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import pytest
+import os
+from unittest.mock import Mock
+
+@pytest.fixture(autouse=True)
+def mock_env_vars():
+    """Mock environment variables used in the tests"""
+    env_vars = {
+        'CLUSTER_ID': 'test-cluster',
+        'RECORD_RETAIN_TIME': os.getenv('RECORD_RETAIN_TIME', '30d'),
+        'RUN_INTERVAL': os.getenv('RUN_INTERVAL', '180m')
+    }
+    with pytest.MonkeyPatch.context() as m:
+        for key, value in env_vars.items():
+            if value:
+                m.setenv(key, value)
+        yield env_vars
+
diff --git a/src/alert-manager/src/job-data-recorder/tests/test_job_data_recorder_integration.py b/src/alert-manager/src/job-data-recorder/tests/test_job_data_recorder_integration.py
new file mode 100644
index 00000000..ce4c9dc1
--- /dev/null
+++ b/src/alert-manager/src/job-data-recorder/tests/test_job_data_recorder_integration.py
@@ -0,0 +1,473 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import os
+import sys
+import pytest
+from unittest.mock import patch, MagicMock
+from datetime import datetime, timedelta, timezone
+from typing import Generator
+import pandas as pd
+
+# Set up Python path for imports
+sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
+
+from run import process_job_data
+from kusto_util import StorageUtil, KustoUtil
+
+
+def _is_kusto_backend(client):
+    """Check if the client is a Kusto backend by checking for execute_command method"""
+    return hasattr(client, 'execute_command') and callable(getattr(client, 'execute_command', None))
+
+
+def _cleanup_kusto_job_records(client, job_id):
+    """Cleanup job records for Kusto backend"""
+    try:
+        if hasattr(client, 'table_name') and hasattr(client, 'execute_command'):
+            # Kusto uses camelCase: jobId
+            cleanup_query = f""".delete table {client.table_name} records <| ({client.table_name} | where jobId == "{job_id}")"""
+            client.execute_command(cleanup_query)
+    except Exception:
+        pass
+
+
+def _cleanup_postgresql_job_records(client, job_id):
+    """Cleanup job records for PostgreSQL backend"""
+    try:
+        if not hasattr(client, 'get_session'):
+            return
+        
+        # Try to import PostgreSQL models (may not be available if using Kusto)
+        try:
+            from ltp_postgresql_sdk.models import JobSummary as JobSummaryModel
+            from ltp_postgresql_sdk.models import JobReactTime as JobReactTimeModel
+        except ImportError:
+            # PostgreSQL SDK not available, skip cleanup
+            return
+        
+        session = client.get_session()
+        try:
+            # Try to determine the model type by checking the client's module/class
+            client_module = client.__class__.__module__
+            client_name = client.__class__.__name__.lower()
+            
+            # Import the appropriate model based on client type
+            if 'job_summary' in client_module or 'jobsummary' in client_name:
+                Model = JobSummaryModel
+            elif 'job_react_time' in client_module or 'jobreacttime' in client_name:
+                Model = JobReactTimeModel
+            else:
+                # Fallback: try both models
+                session.query(JobSummaryModel).filter(
+                    JobSummaryModel.job_id == job_id
+                ).delete(synchronize_session=False)
+                session.query(JobReactTimeModel).filter(
+                    JobReactTimeModel.job_id == job_id
+                ).delete(synchronize_session=False)
+                session.commit()
+                return
+            
+            session.query(Model).filter(
+                Model.job_id == job_id
+            ).delete(synchronize_session=False)
+            session.commit()
+        finally:
+            session.close()
+    except Exception:
+        # Silently fail cleanup - test data may not exist or cleanup may not be critical
+        pass
+
+
+def _cleanup_job_records(client, job_id):
+    """Cleanup job records for either backend"""
+    if _is_kusto_backend(client):
+        _cleanup_kusto_job_records(client, job_id)
+    else:
+        _cleanup_postgresql_job_records(client, job_id)
+
+
+@pytest.fixture(scope="session")
+def storage_util():
+    """Create a StorageUtil instance using actual pod environment variables"""
+    # Use actual environment variables from the pod
+    # The backend will be determined by LTP_STORAGE_BACKEND_DEFAULT (defaults to 'kusto')
+    util = StorageUtil()
+    
+    # Ensure test tables exist (if supported by backend)
+    # Tables might already exist in production, so we catch exceptions
+    try:
+        if hasattr(util.job_summary_client, 'create_table'):
+            util.job_summary_client.create_table()
+    except (RuntimeError, AttributeError):
+        # Tables might already exist, which is fine
+        pass
+    
+    try:
+        if hasattr(util.job_react_client, 'create_table'):
+            util.job_react_client.create_table()
+    except (RuntimeError, AttributeError):
+        # Tables might already exist, which is fine
+        pass
+        
+    yield util
+
+
+@pytest.fixture
+def test_job_id():
+    """Generate a unique test job ID"""
+    return f"test-user~test-job-e2e~{int(datetime.now().timestamp())}"
+
+
+class TestJobDataRecorderEndToEnd:
+    """End-to-end integration tests for process_job_data with real database updates"""
+    
+    def test_process_job_data_end_to_end(self, storage_util, test_job_id):
+        """End-to-end test: process_job_data with mocked Prometheus and job metadata, real database"""
+        # Use a fixed time to ensure job falls within the time window
+        # The job should complete within the last hour (time_offset="1h")
+        base_time = datetime.now(timezone.utc)
+        base_time_sec = base_time.timestamp()
+        
+        # Job should complete 30 minutes ago (within the 1h window)
+        # and run for at least 10 minutes to meet criteria
+        job_completed_sec = base_time_sec - 1800  # 30 minutes ago
+        job_completed_ms = int(job_completed_sec * 1000)
+        job_launched_sec = job_completed_sec - 3600  # 1 hour before completion (30 min + 30 min = 1h ago)
+        job_launched_ms = int(job_launched_sec * 1000)
+        
+        # Create test job metadata matching the actual schema from get_job_attempt_metadata
+        # This should match what JobMetadataClient.get_job_attempt_metadata returns
+        test_job_metadata = {
+            # Basic job fields
+            "username": "test-user",
+            "name": "test-job-e2e",
+            "retries": 0,
+            "virtualCluster": "default",
+            "totalGpuNumber": 1,
+            
+            # Attempt-specific fields
+            "attemptId": 0,
+            "jobPriority": "default",
+            "state": "SUCCEEDED",
+            "attemptState": "SUCCEEDED",
+            
+            # Timestamps (in milliseconds)
+            "createdTime": job_launched_ms - 3600000,  # 1 hour before launch
+            "launchedTime": job_launched_ms,
+            "completedTime": job_completed_ms,  # 30 minutes ago (within 1h window)
+            "submissionTime": job_launched_ms - 7200000,  # 2 hours before launch
+            
+            # Datetime fields (pandas Timestamps) - these are added by get_job_attempt_metadata
+            "submissionDatetime": pd.Timestamp(datetime.fromtimestamp(job_launched_sec - 7200, tz=timezone.utc)),
+            "launchedDatetime": pd.Timestamp(datetime.fromtimestamp(job_launched_sec, tz=timezone.utc)),
+            "completedDatetime": pd.Timestamp(datetime.fromtimestamp(job_completed_sec, tz=timezone.utc)),
+            "createdDatetime": pd.Timestamp(datetime.fromtimestamp(job_launched_sec - 3600, tz=timezone.utc)),
+            
+            # Job ID (format: username~jobname~attemptId)
+            "job_id": test_job_id,
+            
+            # Task roles
+            "taskRoles": {
+                "worker": {
+                    "instances": 1,
+                    "resourcePerInstance": {"gpu": 1},
+                    "taskStatuses": [
+                        {
+                            "taskState": "SUCCEEDED",
+                            "taskIndex": 0,
+                            "containerNodeName": "test-node",
+                            "containerIp": "10.0.0.1",
+                            "containerExitSpec": {
+                                "phrase": "Succeeded"
+                            }
+                        }
+                    ]
+                }
+            },
+            
+            # Exit spec
+            "exitSpec": {
+                "phrase": "Succeeded"
+            },
+        }
+        
+        # Create job metadata with metrics (what get_single_job_metrics would return)
+        job_duration_hours = (job_completed_sec - job_launched_sec) / 3600  # 1 hour
+        test_job_metadata_with_metrics = test_job_metadata.copy()
+        test_job_metadata_with_metrics.update({
+            "duration": job_duration_hours,
+            "total_gpu_hours": 1.0,  # 1 GPU * 1 hour
+            "idle_gpu_hours": 0.0,
+            "effective_gpu_hours": 0.9,  # 90% utilization
+            "effective_gpu_utilization": 0.9,
+            "assigned_gpu_utilization": 1.0,
+            "idle_gpu_percentage": 0.0,
+            "job_hash": "test-job-hash-e2e",
+        })
+        
+        # Mock get_single_job_metrics to return job metadata with metrics
+        def mock_get_single_job_metrics(job, job_metadata, end_time_stamp=None, time_offset=None):
+            """Mock get_single_job_metrics to return job metadata with metrics"""
+            # Return a copy with metrics added
+            result = job_metadata.copy() if isinstance(job_metadata, dict) else job_metadata
+            if isinstance(result, dict):
+                result.update({
+                    "duration": job_duration_hours,
+                    "total_gpu_hours": 1.0,
+                    "idle_gpu_hours": 0.0,
+                    "effective_gpu_hours": 0.9,
+                    "effective_gpu_utilization": 0.9,
+                    "assigned_gpu_utilization": 1.0,
+                    "idle_gpu_percentage": 0.0,
+                    "job_hash": "test-job-hash-e2e",
+                })
+            return result
+        
+        # Mock JobMetadataClient
+        def mock_get_job_attempts_metadata(start_time, end_time, job_finish=False):
+            # For testing purposes, always return the job
+            # The actual time window filtering and criteria checking happens in collect_eligible_jobs
+            return {test_job_id: test_job_metadata}
+        
+        def mock_get_job_attempt_metadata(job_key, attempt_id):
+            return test_job_metadata
+        
+        # Mock KustoUtil query methods to return empty (no previous records)
+        original_query_last_time = storage_util.query_last_time_generated
+        original_query_unknown_category = storage_util.query_unknown_category_records
+        original_query_unknown_react = storage_util.query_unknown_react_records
+        
+        storage_util.query_last_time_generated = MagicMock(return_value=None)
+        storage_util.query_unknown_category_records = MagicMock(return_value=pd.DataFrame())
+        storage_util.query_unknown_react_records = MagicMock(return_value=pd.DataFrame())
+        
+        try:
+            with patch('record_job.JobMetadataClient') as mock_job_metadata_class, \
+                 patch('job_util.get_single_job_metrics', side_effect=mock_get_single_job_metrics), \
+                 patch('job_util.find_node_next_job_start_time', return_value=job_completed_ms + 3600000):
+                
+                # Setup JobMetadataClient mock
+                mock_job_client = MagicMock()
+                mock_job_metadata_class.return_value = mock_job_client
+                mock_job_client.get_job_attempts_metadata = MagicMock(side_effect=mock_get_job_attempts_metadata)
+                mock_job_client.get_job_attempt_metadata = MagicMock(side_effect=mock_get_job_attempt_metadata)
+                
+                # Mock KustoUtil to use real storage_util instance
+                with patch('run.KustoUtil', return_value=storage_util), \
+                     patch('record_job.KustoUtil', return_value=storage_util):
+                    
+                    # Run process_job_data
+                    process_job_data(time_offset="1h")
+                    
+                    # Verify job metadata was queried
+                    mock_job_client.get_job_attempts_metadata.assert_called()
+                    
+                    # Verify records were ingested to database
+                    # Query back to verify job metrics were written
+                    result_df = storage_util.query_job_metrics_by_job_id([test_job_id])
+                    
+                    # Should find the job in the database
+                    assert not result_df.empty, "Job metrics should be in database"
+                    # Handle both camelCase (Kusto) and snake_case (PostgreSQL) column names
+                    job_id_col = "jobId" if "jobId" in result_df.columns else "job_id"
+                    assert test_job_id in result_df[job_id_col].values
+                    
+                    # Verify job summary fields
+                    found_job = result_df[result_df[job_id_col] == test_job_id]
+                    assert not found_job.empty
+                    
+                    job_record = found_job.iloc[0]
+                    assert job_record.get("jobName") == "test-job-e2e" or job_record.get("job_name") == "test-job-e2e"
+                    assert job_record.get("userName") == "test-user" or job_record.get("user_name") == "test-user"
+                    
+        finally:
+            # Restore original methods
+            storage_util.query_last_time_generated = original_query_last_time
+            storage_util.query_unknown_category_records = original_query_unknown_category
+            storage_util.query_unknown_react_records = original_query_unknown_react
+            
+            # Cleanup test records
+            _cleanup_job_records(storage_util.job_summary_client, test_job_id)
+            _cleanup_job_records(storage_util.job_react_client, test_job_id)
+    
+    def test_process_job_data_with_react_time(self, storage_util, test_job_id):
+        """End-to-end test: process_job_data generates react times for jobs with same hash"""
+        base_time = datetime.now(timezone.utc)
+        base_time_sec = base_time.timestamp()
+        base_time_ms = int(base_time_sec * 1000)
+        test_hash = "test-hash-retry-e2e"
+        
+        # Create two jobs with same hash (simulating retries)
+        # Both should complete within the 1h window
+        job1_id = f"{test_job_id}-1"
+        job2_id = f"{test_job_id}-2"
+        
+        # Job1 completes 50 minutes ago (within 1h window), runs for 1 hour
+        job1_completed_sec = base_time_sec - 3000  # 50 minutes ago
+        job1_completed_ms = int(job1_completed_sec * 1000)
+        job1_launched_sec = job1_completed_sec - 3600  # 1 hour before completion
+        job1_launched_ms = int(job1_launched_sec * 1000)
+        
+        # Job2 completes 20 minutes ago (within 1h window), runs for 30 minutes
+        job2_completed_sec = base_time_sec - 1200  # 20 minutes ago
+        job2_completed_ms = int(job2_completed_sec * 1000)
+        job2_launched_sec = job2_completed_sec - 1800  # 30 minutes before completion
+        job2_launched_ms = int(job2_launched_sec * 1000)
+        
+        job1_metadata = {
+            "username": "test-user",
+            "name": "test-job-e2e",
+            "retries": 1,
+            "virtualCluster": "default",
+            "totalGpuNumber": 1,
+            "attemptId": 0,
+            "jobPriority": "default",
+            "state": "SUCCEEDED",
+            "attemptState": "SUCCEEDED",
+            "createdTime": job1_launched_ms - 3600000,
+            "launchedTime": job1_launched_ms,
+            "completedTime": job1_completed_ms,  # 50 minutes ago (within 1h window)
+            "submissionTime": job1_launched_ms - 7200000,
+            "submissionDatetime": pd.Timestamp(datetime.fromtimestamp(job1_launched_sec - 7200, tz=timezone.utc)),
+            "launchedDatetime": pd.Timestamp(datetime.fromtimestamp(job1_launched_sec, tz=timezone.utc)),
+            "completedDatetime": pd.Timestamp(datetime.fromtimestamp(job1_completed_sec, tz=timezone.utc)),
+            "createdDatetime": pd.Timestamp(datetime.fromtimestamp(job1_launched_sec - 3600, tz=timezone.utc)),
+            "job_id": job1_id,
+            "taskRoles": {
+                "worker": {
+                    "instances": 1,
+                    "resourcePerInstance": {"gpu": 1},
+                    "taskStatuses": [{
+                        "taskState": "SUCCEEDED",
+                        "taskIndex": 0,
+                        "containerNodeName": "test-node",
+                        "containerIp": "10.0.0.1",
+                        "containerExitSpec": {"phrase": "Succeeded"}
+                    }]
+                }
+            },
+            "exitSpec": {"phrase": "Succeeded"}
+        }
+        
+        job2_metadata = {
+            "username": "test-user",
+            "name": "test-job-e2e",
+            "retries": 1,
+            "virtualCluster": "default",
+            "totalGpuNumber": 1,
+            "attemptId": 1,
+            "jobPriority": "default",
+            "state": "SUCCEEDED",
+            "attemptState": "SUCCEEDED",
+            "createdTime": job2_launched_ms - 1800000,
+            "launchedTime": job2_launched_ms,
+            "completedTime": job2_completed_ms,  # 20 minutes ago (within 1h window)
+            "submissionTime": job2_launched_ms - 3600000,
+            "submissionDatetime": pd.Timestamp(datetime.fromtimestamp(job2_launched_sec - 3600, tz=timezone.utc)),
+            "launchedDatetime": pd.Timestamp(datetime.fromtimestamp(job2_launched_sec, tz=timezone.utc)),
+            "completedDatetime": pd.Timestamp(datetime.fromtimestamp(job2_completed_sec, tz=timezone.utc)),
+            "createdDatetime": pd.Timestamp(datetime.fromtimestamp(job2_launched_sec - 1800, tz=timezone.utc)),
+            "job_id": job2_id,
+            "taskRoles": {
+                "worker": {
+                    "instances": 1,
+                    "resourcePerInstance": {"gpu": 1},
+                    "taskStatuses": [{
+                        "taskState": "SUCCEEDED",
+                        "taskIndex": 0,
+                        "containerNodeName": "test-node",
+                        "containerIp": "10.0.0.1",
+                        "containerExitSpec": {"phrase": "Succeeded"}
+                    }]
+                }
+            },
+            "exitSpec": {"phrase": "Succeeded"}
+        }
+        
+        # Calculate durations for both jobs
+        job1_duration_hours = (job1_completed_sec - job1_launched_sec) / 3600
+        job2_duration_hours = (job2_completed_sec - job2_launched_sec) / 3600
+        
+        # Mock get_single_job_metrics to return job metadata with metrics
+        def mock_get_single_job_metrics(job, job_metadata, end_time_stamp=None, time_offset=None):
+            """Mock get_single_job_metrics to return job metadata with metrics"""
+            result = job_metadata.copy() if isinstance(job_metadata, dict) else job_metadata
+            if isinstance(result, dict):
+                # Determine which job this is based on job_id
+                job_id = result.get("job_id", "")
+                if job1_id in job_id:
+                    duration = job1_duration_hours
+                else:
+                    duration = job2_duration_hours
+                
+                result.update({
+                    "duration": duration,
+                    "total_gpu_hours": 1.0,  # 1 GPU * duration
+                    "idle_gpu_hours": 0.0,
+                    "effective_gpu_hours": 0.9,
+                    "effective_gpu_utilization": 0.9,
+                    "assigned_gpu_utilization": 1.0,
+                    "idle_gpu_percentage": 0.0,
+                    "job_hash": test_hash,  # Same hash for both jobs (retries)
+                })
+            return result
+        
+        # Mock JobMetadataClient to return both jobs
+        def mock_get_job_attempts_metadata(start_time, end_time, job_finish=False):
+            # Both jobs should be within the 1h window
+            # For testing purposes, always return both jobs
+            return {
+                job1_id: job1_metadata,
+                job2_id: job2_metadata
+            }
+        
+        def mock_get_job_attempt_metadata(job_key, attempt_id):
+            if "1" in job_key:
+                return job1_metadata
+            return job2_metadata
+        
+        # Mock KustoUtil query methods
+        storage_util.query_last_time_generated = MagicMock(return_value=None)
+        storage_util.query_unknown_category_records = MagicMock(return_value=pd.DataFrame())
+        storage_util.query_unknown_react_records = MagicMock(return_value=pd.DataFrame())
+        
+        try:
+            with patch('record_job.JobMetadataClient') as mock_job_metadata_class, \
+                 patch('job_util.get_single_job_metrics', side_effect=mock_get_single_job_metrics), \
+                 patch('job_util.find_node_next_job_start_time', return_value=job2_completed_ms + 3600000), \
+                 patch('job_util.hash_normalized_config', return_value=test_hash):
+                
+                # Setup mocks
+                mock_job_client = MagicMock()
+                mock_job_metadata_class.return_value = mock_job_client
+                mock_job_client.get_job_attempts_metadata = MagicMock(side_effect=mock_get_job_attempts_metadata)
+                mock_job_client.get_job_attempt_metadata = MagicMock(side_effect=mock_get_job_attempt_metadata)
+                
+                with patch('run.KustoUtil', return_value=storage_util), \
+                     patch('record_job.KustoUtil', return_value=storage_util):
+                    
+                    # Run process_job_data
+                    process_job_data(time_offset="1h")
+                    
+                    # Verify both jobs are in database
+                    result_df = storage_util.query_job_metrics_by_job_id([job1_id, job2_id])
+                    assert not result_df.empty
+                    
+                    # Verify react times were generated and ingested
+                    # Query unknown react records - should not find these jobs since they have reactTime
+                    unknown_react_df = storage_util.query_unknown_react_records("30d")
+                    if not unknown_react_df.empty:
+                        # If we get results, make sure our test jobs are not in the unknown list
+                        # Handle both camelCase (Kusto) and snake_case (PostgreSQL) column names
+                        job_id_col = "jobId" if "jobId" in unknown_react_df.columns else "job_id"
+                        test_jobs_in_unknown = unknown_react_df[unknown_react_df[job_id_col].isin([job1_id, job2_id])]
+                        # Jobs with react times should not be in unknown list
+                        assert test_jobs_in_unknown.empty, "Jobs with react times should not be in unknown react records"
+                    
+        finally:
+            # Cleanup test records
+            _cleanup_job_records(storage_util.job_summary_client, job1_id)
+            _cleanup_job_records(storage_util.job_summary_client, job2_id)
+            _cleanup_job_records(storage_util.job_react_client, job1_id)
+            _cleanup_job_records(storage_util.job_react_client, job2_id)
diff --git a/src/alert-manager/src/job-status-change-notification/.eslintrc.js b/src/alert-manager/src/job-status-change-notification/.eslintrc.js
index 7c2aa191..ae824fb0 100644
--- a/src/alert-manager/src/job-status-change-notification/.eslintrc.js
+++ b/src/alert-manager/src/job-status-change-notification/.eslintrc.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   plugins: ["eslint-plugin-prettier"],
   env: {
diff --git a/src/alert-manager/src/job-status-change-notification/controllers/alert.js b/src/alert-manager/src/job-status-change-notification/controllers/alert.js
index b4e1106f..c4ba363b 100644
--- a/src/alert-manager/src/job-status-change-notification/controllers/alert.js
+++ b/src/alert-manager/src/job-status-change-notification/controllers/alert.js
@@ -1,12 +1,13 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
 
+const url = require("url");
+
 const axios = require("axios");
-const urljoin = require("url-join");
 const logger = require("@job-status-change-notification/common/logger");
 const config = require("@job-status-change-notification/common/config");
 
-const URI_ALERT_MANAGER = urljoin(
+const URI_ALERT_MANAGER = url.resolve(
   config.paiUri,
   "/alert-manager/api/v2/alerts"
 );
diff --git a/src/alert-manager/src/job-status-change-notification/package.json b/src/alert-manager/src/job-status-change-notification/package.json
index 642385bb..d4c40d82 100644
--- a/src/alert-manager/src/job-status-change-notification/package.json
+++ b/src/alert-manager/src/job-status-change-notification/package.json
@@ -23,26 +23,32 @@
     "@job-status-change-notification": "."
   },
   "devDependencies": {
-    "eslint": "^7.7.0",
-    "eslint-config-prettier": "~6.11.0",
-    "eslint-config-standard": "~14.1.1",
-    "eslint-plugin-import": "^2.22.0",
+    "eslint": "^9.26.0",
+    "eslint-config-prettier": "~10.1.2",
+    "eslint-plugin-import": "^2.31.0",
     "eslint-plugin-node": "^11.1.0",
-    "eslint-plugin-prettier": "~3.1.4",
-    "eslint-plugin-promise": "^4.2.1",
-    "eslint-plugin-standard": "^4.0.1",
-    "prettier": "~2.0.5"
+    "eslint-plugin-prettier": "~5.4.0",
+    "eslint-plugin-promise": "^7.2.1",
+    "eslint-plugin-standard": "^5.0.0",
+    "prettier": "~3.5.3"
   },
   "dependencies": {
-    "axios": "^0.21.2",
+    "axios": "^1.12.0",
     "interval-promise": "^1.4.0",
-    "joi": "^14.3.1",
-    "module-alias": "^2.2.2",
+    "joi": "^17.13.3",
+    "module-alias": "^2.2.3",
     "openpaidbsdk": "file:./openpaidbsdk",
-    "sequelize": "^6.6.2",
-    "url-join": "^4.0.1",
+    "sequelize": "^6.37.7",
+    "url": "^0.11.4",
     "winston": "2"
   },
+  "overrides": {
+    "validator@*": "13.15.20"
+  },
+  "resolutions": {
+    "@eslint/plugin-kit": "^0.3.3",
+    "form-data": "^4.0.4"
+  },
   "scripts": {
     "lint": "eslint .",
     "start": "node index.js"
diff --git a/src/alert-manager/src/job-status-change-notification/yarn.lock b/src/alert-manager/src/job-status-change-notification/yarn.lock
index aaa946af..dc145114 100644
--- a/src/alert-manager/src/job-status-change-notification/yarn.lock
+++ b/src/alert-manager/src/job-status-change-notification/yarn.lock
@@ -5,47 +5,207 @@ __metadata:
   version: 8
   cacheKey: 10c0
 
-"@babel/code-frame@npm:7.12.11":
-  version: 7.12.11
-  resolution: "@babel/code-frame@npm:7.12.11"
+"@eslint-community/eslint-utils@npm:^4.4.0, @eslint-community/eslint-utils@npm:^4.8.0":
+  version: 4.9.0
+  resolution: "@eslint-community/eslint-utils@npm:4.9.0"
   dependencies:
-    "@babel/highlight": "npm:^7.10.4"
-  checksum: 10c0/836ffd155506768e991d6dd8c51db37cad5958ed1c8e0a2329ccd9527165d5c752e943d66a5c3c92ffd45f343419f0742e7636629a529f4fbd5303e3637746b9
+    eslint-visitor-keys: "npm:^3.4.3"
+  peerDependencies:
+    eslint: ^6.0.0 || ^7.0.0 || >=8.0.0
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diff --git a/src/alert-manager/src/node-failure-detection/configs/detect_patterns/nvidia_ecc_error.py b/src/alert-manager/src/node-failure-detection/configs/detect_patterns/nvidia_ecc_error.py
new file mode 100644
index 00000000..546dce8f
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/configs/detect_patterns/nvidia_ecc_error.py
@@ -0,0 +1,133 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+NVIDIA ECC Error Detection Pattern
+
+Detects GPU ECC (Error Correcting Code) errors from both metrics and logs.
+ECC errors can indicate GPU memory problems that may lead to training failures.
+"""
+
+import sys
+import os
+
+from datetime import datetime
+from typing import Dict, Any, List
+from pattern_template import ScheduledPattern
+
+sys.path.append(os.path.join(os.path.dirname(__file__), '..'))
+
+from pattern_registry import register_pattern
+
+class NvidiaEccErrorPattern(ScheduledPattern):
+    """Detects NVIDIA GPU ECC errors from metrics and logs"""
+    
+    @property
+    def pattern_id(self) -> str:
+        return "nvidia_ecc_error_v1"
+    
+    @property
+    def description(self) -> str:
+        return "Detect NVIDIA GPU ECC errors from metrics and logs"
+    
+    @property
+    def required_data(self) -> List[str]:
+        return ["metrics:double_ecc_count", "logs:dram_ecc_error"]
+    
+    @property
+    def schedule(self) -> str:
+        return "30s"  # Check every 30 seconds for critical GPU errors
+    
+    @property
+    def data_spec(self) -> Dict[str, Any]:
+        return {
+            "metrics_requirements": [
+                {
+                    "name": "double_ecc_count",
+                    "query": "rocmsmi_ecc_error_count{type=\"double\"} > 0",
+                    "step": "15s",
+                    "timeout": 30
+                }
+            ],
+            "logs_requirements": [
+                {
+                    "name": "dram_ecc_error",
+                    "source": "job_logs",
+                    "patterns": [
+                        {"regex": ".*DRAM ECC failure.*", "description": "DRAM ECC errors"}
+                    ],
+                    "parsing_format": "regex",
+                    "max_entries": 100,
+                    "tail": True
+                }
+            ]
+        }
+        
+    def add_evidence(self, evidence, node_name, items):
+        if node_name not in evidence:
+            evidence[node_name] = []
+        if isinstance(items, list):
+            evidence[node_name].extend(items)
+        else:
+            evidence[node_name].append(items)
+    
+    def analyze(self, data: Dict[str, Any], raw_result_key: str) -> Dict[str, Any]:
+        """
+        Generic analysis: any node with a non-None metric value or any log entry (from job_logs or node_logs) is considered to have an issue.
+        Evidence is collected per node, regardless of source.
+        Args:
+            data: Collection result with metrics_data and logs_data
+            raw_result_key: Redis key or identifier for the raw result
+        Returns:
+            Analysis result with affected nodes and actions
+        """
+        affected_nodes = set()
+        evidence = {}  # node_name -> list of evidence items
+        confidence = 1.0
+
+        # Check metrics_data for any non-None value per node
+        metrics_data = data.get('metrics_data', {})
+        for metric, metric_data in metrics_data.items():
+            for node_name, node_metrics in metric_data.items():
+                if node_metrics and ((isinstance(node_metrics, list) and len(node_metrics) > 0) or (not isinstance(node_metrics, list))):
+                    affected_nodes.add(node_name)
+                    self.add_evidence(evidence, node_name, node_metrics)
+
+        # Check all logs (job_logs and node_logs) for any log entry per node
+        for log_source in ['job_logs', 'node_logs']:
+            logs = data.get(log_source, {})
+            for log_name, node_log_dict in logs.items():
+                for node_name, log_entries in node_log_dict.items():
+                    if log_entries:
+                        affected_nodes.add(node_name)
+                        self.add_evidence(evidence, node_name, log_entries)
+
+        # Determine status and action based on findings
+        if affected_nodes:
+            status = "issue_detected"
+            action = "cordon"
+        else:
+            status = "healthy"
+            action = "none"
+
+        return {
+            "pattern_id": self.pattern_id,
+            "analysis_timestamp": datetime.utcnow().isoformat() + 'Z',
+            "status": status,
+            "affected_nodes": list(affected_nodes),
+            "action": action,
+            "evidence": evidence,
+            "confidence": confidence,
+            "raw_result_key": raw_result_key
+        }
+
+# Create pattern instance and register it explicitly
+nvidia_ecc_error_pattern = NvidiaEccErrorPattern()
+register_pattern(
+    pattern_id=nvidia_ecc_error_pattern.pattern_id,
+    description=nvidia_ecc_error_pattern.description,
+    required_data=nvidia_ecc_error_pattern.required_data,
+    analysis_method=nvidia_ecc_error_pattern.analyze,
+    schedule=nvidia_ecc_error_pattern.schedule,
+    data_spec=nvidia_ecc_error_pattern.data_spec
+) 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/configs/detect_patterns/pattern_template.py b/src/alert-manager/src/node-failure-detection/configs/detect_patterns/pattern_template.py
new file mode 100644
index 00000000..49488b55
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/configs/detect_patterns/pattern_template.py
@@ -0,0 +1,112 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Base Pattern Class Template
+
+All detection patterns should inherit from this base class.
+This provides a standard interface. Patterns must register themselves explicitly.
+"""
+
+from abc import ABC, abstractmethod
+from typing import Dict, Any, Optional, List
+
+class Pattern(ABC):
+    """
+    Base class for all detection patterns.
+    
+    Patterns should inherit from this class and implement the required methods.
+    Patterns must register themselves explicitly by calling register_pattern().
+    """
+    
+    @property
+    @abstractmethod
+    def pattern_id(self) -> str:
+        """Unique identifier for this pattern"""
+        pass
+    
+    @property
+    @abstractmethod
+    def description(self) -> str:
+        """Human-readable description of what this pattern detects"""
+        pass
+    
+    @property
+    @abstractmethod
+    def required_data(self) -> List[str]:
+        """List of required data sources (e.g., ['metrics:gpu_temp', 'logs:dmesg'])"""
+        pass
+    
+    @property
+    def schedule(self) -> Optional[str]:
+        """
+        Schedule for automatic analysis (e.g., '30s', '5m', '1h').
+        Return None for event-driven patterns.
+        """
+        return None
+    
+    @property
+    def data_spec(self) -> Dict[str, Any]:
+        """
+        Data collection specification for this pattern.
+        Defines how to collect the required data.
+        """
+        return {}
+    
+    @abstractmethod
+    def analyze(self, data: Dict[str, Any], raw_result_key: str) -> Dict[str, Any]:
+        """
+        Analyze the collected data and return detection results.
+        
+        Args:
+            data: Collected monitoring data
+            raw_result_key: Key/identifier for the raw monitoring result
+            
+        Returns:
+            Analysis result dict with standardized format:
+            {
+                "pattern_id": str,
+                "analysis_timestamp": str,
+                "status": str,  # "healthy", "issue_detected", "warning"
+                "affected_nodes": List[str],
+                "action": str,  # "none", "alert", "cordon", "drain"
+                "reason": str,
+                "evidence": Dict[str, Any],
+                "confidence": float,  # 0.0 to 1.0
+                "raw_result_key": str
+            }
+        """
+        pass
+    
+    def __str__(self):
+        """String representation of the pattern"""
+        schedule_info = f"every {self.schedule}" if self.schedule else "event-driven"
+        return f"Pattern({self.pattern_id}, {schedule_info})"
+    
+    def __repr__(self):
+        return self.__str__()
+
+
+class ScheduledPattern(Pattern):
+    """
+    Base class for patterns that run on a schedule.
+    Automatically sets up scheduling properties.
+    """
+    
+    @property
+    @abstractmethod
+    def schedule(self) -> str:
+        """Schedule for automatic analysis (e.g., '30s', '5m', '1h')"""
+        pass
+
+
+class EventDrivenPattern(Pattern):
+    """
+    Base class for patterns that are triggered by events.
+    These patterns run on-demand when investigations are requested.
+    """
+    
+    @property
+    def schedule(self) -> None:
+        """Event-driven patterns have no schedule"""
+        return None 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/configs/monitor_specs/ib_link_flapping.yaml b/src/alert-manager/src/node-failure-detection/configs/monitor_specs/ib_link_flapping.yaml
new file mode 100644
index 00000000..d873adb1
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/configs/monitor_specs/ib_link_flapping.yaml
@@ -0,0 +1,30 @@
+spec_id: "ib_link_flapping_repeat_v1"
+request_type: "pattern"
+priority: "high"
+created_at: "2025-07-07T10:00:00Z"
+
+schedule:
+  enabled: true
+  interval: "1m"  # High priority - frequent checks
+
+target_nodes:
+  node_selector: 
+    schedulable: true
+
+metrics_requirements:
+  - name: "ib_port_physical_state"
+    source: "prometheus"
+    query: "task_ib_port_physical_state{instance=~'.*'} == 0"
+
+logs_requirements:
+  - name: "syslog_ib_lost_carrier"
+    source: "node_logs"
+    log_paths: ["syslog"]
+    patterns:
+      - regex: "(?P<timestamp>\\w{3}\\s+\\d{1,2}\\s+\\d{2}:\\d{2}:\\d{2})\\s+(?P<node_id>\\S+)\\s+systemd-networkd\\[\\d+\\]:\\s+(?P<port_id>ib\\d+):\\s+(?P<message>Lost carrier)"
+        description: "Extract timestamp, node ID, port ID, and message for 'Lost carrier' events"
+    timestamp_format: "MMM dd HH:mm:ss"  # Syslog timestamp format
+    parsing_format: "regex"
+    output_fields: ["timestamp", "node_id", "port_id", "message"]
+
+
diff --git a/src/alert-manager/src/node-failure-detection/configs/monitor_specs/job_failure_investigation.yaml b/src/alert-manager/src/node-failure-detection/configs/monitor_specs/job_failure_investigation.yaml
new file mode 100644
index 00000000..f724ce2f
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/configs/monitor_specs/job_failure_investigation.yaml
@@ -0,0 +1,30 @@
+spec_id: "job_failure_investigation_v1"
+request_type: "pattern"
+priority: "medium"
+
+schedule:
+  enabled: true
+  interval: "5m"
+
+target_nodes:
+  node_selector: 
+    schedulable: true
+    job:
+      state: "failed"
+
+metrics_requirements:
+  - name: "job_failure_rate"
+    source: "prometheus"
+    query: 'rate(job_failures_total[5m]) > 0.1'
+    step: "30s"
+
+logs_requirements:
+  - name: "job_error_logs"
+    source: "job_logs"
+    patterns:
+      - regex: ".*ERROR.*"
+        description: "Job error messages"
+      - regex: ".*Exception.*"
+        description: "Job exceptions"
+    parsing_format: "regex"
+    tail: true 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/configs/monitor_specs/job_metadata_integration_test.yaml b/src/alert-manager/src/node-failure-detection/configs/monitor_specs/job_metadata_integration_test.yaml
new file mode 100644
index 00000000..8fcf4f1e
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/configs/monitor_specs/job_metadata_integration_test.yaml
@@ -0,0 +1,17 @@
+spec_id: "job_metadata_integration_test_v1"
+request_type: "investigation"
+priority: "medium"
+
+target_jobs:
+  job_selector: 
+    status: ["running"]
+    runtime_more_than: "10m"
+
+time_window:
+  start_time_offset: "3600"
+  end_time_offset: "0"
+
+api_requirements:
+  - name: "job_metadata"
+    source: "job_metadata"
+
diff --git a/src/alert-manager/src/node-failure-detection/configs/monitor_specs/nvidia_ecc_error.yaml b/src/alert-manager/src/node-failure-detection/configs/monitor_specs/nvidia_ecc_error.yaml
new file mode 100644
index 00000000..9caa447c
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/configs/monitor_specs/nvidia_ecc_error.yaml
@@ -0,0 +1,25 @@
+spec_id: "nvidia_ecc_error_v1"
+request_type: "pattern"
+priority: "high"
+
+schedule:
+  enabled: true
+  interval: "1m" 
+
+target_nodes:
+  node_selector: 
+    schedulable: true
+
+metrics_requirements:
+  - name: "double_ecc_count"
+    source: "prometheus"
+    query: nvidiasmi_ecc_error_count{type="single"} > 0
+
+logs_requirements:
+  - name: "dram_ecc_error"
+    source: "job_logs"
+    patterns:
+      - regex: ".*"
+        description: "DRAM ECC errors"
+    parsing_format: "regex"
+    tail: true
diff --git a/src/alert-manager/src/alert-parser/utils/time_util.py b/src/alert-manager/src/node-failure-detection/detector/__init__.py
similarity index 100%
rename from src/alert-manager/src/alert-parser/utils/time_util.py
rename to src/alert-manager/src/node-failure-detection/detector/__init__.py
diff --git a/src/alert-manager/src/node-failure-detection/detector/analysis_executor.py b/src/alert-manager/src/node-failure-detection/detector/analysis_executor.py
new file mode 100644
index 00000000..6500b251
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/detector/analysis_executor.py
@@ -0,0 +1,167 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Analysis Executor - Simple analysis engine
+
+Takes monitoring results and runs the corresponding analysis function.
+This is a pure analysis engine focused only on pattern matching and execution.
+"""
+
+import json
+import logging
+import os
+import requests
+from typing import Dict, Any, Optional
+from datetime import datetime
+from pattern_registry import pattern_registry
+
+logger = logging.getLogger(__name__)
+
+class AnalysisExecutor:
+    """Simple analysis executor that maps monitoring results to analysis functions"""
+    
+    def __init__(self):
+        self.pattern_registry = pattern_registry
+        logger.info(f"AnalysisExecutor initialized with {len(self.pattern_registry.list_patterns())} patterns")
+    
+    def analyze(self, monitoring_result: Dict[str, Any], raw_result_key: str = None) -> Optional[Dict[str, Any]]:
+        """
+        Analyze a monitoring result using the appropriate pattern.
+        
+        Args:
+            monitoring_result: The monitoring result data from monitor service
+            raw_result_key: Optional key/identifier for the raw result
+            
+        Returns:
+            Analysis result dict or None if analysis failed
+        """
+        # Extract pattern_id from the monitoring result
+        pattern_id = monitoring_result.get('spec_id') or monitoring_result.get('pattern_id')
+        if not pattern_id:
+            logger.error("No pattern_id found in monitoring result")
+            return None
+        
+        # Get the registered pattern
+        pattern = self.pattern_registry.get_pattern(pattern_id)
+        if not pattern:
+            logger.warning(f"No registered pattern found for {pattern_id}")
+            return None
+        
+        # Extract the actual result data if it's wrapped
+        result_data = monitoring_result
+        if 'result' in monitoring_result:
+            try:
+                # If result is JSON string, parse it
+                if isinstance(monitoring_result['result'], str):
+                    result_data = json.loads(monitoring_result['result'])
+                else:
+                    result_data = monitoring_result['result']
+            except (json.JSONDecodeError, TypeError) as e:
+                logger.error(f"Failed to parse result data for {pattern_id}: {e}")
+                result_data = monitoring_result
+        
+        # Run the analysis function
+        try:
+            analysis_func = pattern['analysis_method']
+            analysis_result = analysis_func(result_data, raw_result_key or pattern_id)
+            
+            # Ensure required fields are present
+            analysis_result['analysis_timestamp'] = datetime.utcnow().isoformat() + 'Z'
+            analysis_result['pattern_id'] = pattern_id
+            
+            logger.info(f"Analysis completed for {pattern_id}: {analysis_result.get('status', 'unknown')}")
+            return analysis_result
+            
+        except Exception as e:
+            logger.error(f"Analysis failed for pattern {pattern_id}: {e}")
+            return None
+    
+    def publish_detection_event(self, analysis_result: Dict[str, Any]) -> bool:
+        """Send detection alert to alert-manager via HTTP API"""
+        if len(analysis_result.get('affected_nodes', [])) == 0:
+            logger.info(f"No affected nodes found for {analysis_result.get('pattern_id')}")
+            return True
+        
+        try:
+            # Get alert-manager configuration from environment
+            alert_manager_url = os.getenv('ALERT_MANAGER_URL', 'http://localhost:9093')
+            pai_token = os.getenv('PAI_TOKEN')
+            environment = os.getenv('ENVIRONMENT', 'prod')
+            
+            # Get action and determine alert routing
+            action = analysis_result.get('action', 'none')
+            report_type = self._get_alert_routing(action, analysis_result.get('pattern_id'))
+            alerts = []
+            
+            # Create alert payload in alert-manager format
+            for node in analysis_result.get('affected_nodes', []):
+                alert = ({
+                    "status": "firing",
+                    "labels": {
+                        "alertname": analysis_result.get('pattern_id'),
+                        "action": action,
+                        "report_type": report_type,
+                        "severity": self._get_severity(action),
+                        "trigger_time": analysis_result.get('analysis_timestamp'),
+                        "node_name": node.lower(),
+                    },
+                    "annotations": {
+                        "summary": f"Node failure detected: {analysis_result.get('pattern_id')}",
+                        "description": analysis_result.get('reason', 'No reason provided'),
+                        "confidence": str(analysis_result.get('confidence', 0.0)),
+                        "evidence": json.dumps(analysis_result.get('evidence', {}), indent=2),
+                        "raw_result_key": analysis_result.get('raw_result_key', '')
+                    },
+                })
+                alerts.append(alert)
+            
+            # Send alert to alert-manager
+            headers = {
+                "Content-Type": "application/json",
+                "Accept": "application/json",
+            }
+            
+            # Add authentication if token is available
+            if pai_token:
+                headers["Authorization"] = f"Bearer {pai_token}"
+            elif environment != 'prod':
+                logger.error("No token found for non-prod environment")
+                return False
+            
+            response = requests.post(
+                f"{alert_manager_url}/alert-manager/api/v2/alerts",
+                json=alerts,
+                headers=headers,
+                timeout=30
+            )
+            
+            if response.status_code == 200:
+                logger.info(f"Successfully sent alert to alert-manager for {analysis_result.get('pattern_id')} with action {action}")
+                return True
+            else:
+                logger.error(f"Failed to send alert to alert-manager: {response.status_code} {response.text}")
+                return False
+                
+        except Exception as e:
+            logger.error(f"Failed to send detection alert: {e}")
+            return False
+    
+    def _get_severity(self, action: str) -> str:
+        """Map action to alert severity"""
+        severity_map = {
+            "none": "info",
+            "alert": "warning", 
+            "cordon": "warning",
+            "drain": "fatal",
+            "restart": "fatal",
+            "reboot": "fatal",
+            "maintenance": "warning",
+            "investigate": "warning",
+            "escalate": "fatal"
+        }
+        return severity_map.get(action, "warning")
+    
+    def _get_alert_routing(self, action: str, pattern_id: str) -> str:
+        """Get report_type for routing based on action and pattern"""
+        return "admin-abnormal-node"
diff --git a/src/alert-manager/src/node-failure-detection/detector/detector_service.py b/src/alert-manager/src/node-failure-detection/detector/detector_service.py
new file mode 100644
index 00000000..8ab3b173
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/detector/detector_service.py
@@ -0,0 +1,251 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Detector Service - Main orchestrator for node failure detection
+
+Coordinates pattern loading, Redis communication, analysis execution, 
+and monitor result listening using focused, single-responsibility components.
+"""
+
+import os
+import time
+import logging
+import threading
+from typing import Dict, Any, Optional, List
+
+from redis_client import RedisClient
+from analysis_executor import AnalysisExecutor
+from monitor_listener import MonitorListener
+from pattern_registry import pattern_registry
+
+logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s')
+logger = logging.getLogger(__name__)
+
+class DetectorService:
+    """Main detector service that orchestrates all detection functionality"""
+    
+    def __init__(self, redis_enabled=True, redis_host='localhost', redis_port=6379, redis_db=0):
+        self.redis_enabled = redis_enabled
+        self.redis_host = redis_host
+        self.redis_port = redis_port
+        self.redis_db = redis_db
+        
+        # Service state
+        self.is_running = False
+        self.shutdown_event = threading.Event()
+        
+        # Initialize components
+        self.redis_client = None
+        self.analysis_executor = AnalysisExecutor()
+        self.monitor_listener = None
+        
+        # Initialize Redis if enabled
+        if self.redis_enabled:
+            self.redis_client = RedisClient(redis_host, redis_port, redis_db)
+            self.monitor_listener = MonitorListener(self.redis_client, self.analysis_executor)
+        
+        # Load all patterns
+        self._load_patterns()
+        
+        logger.info("Detector Service initialized")
+    
+    def _load_patterns(self):
+        """Load all pattern modules"""
+        loaded_patterns = pattern_registry.load_all_patterns()
+        logger.info(f"Loaded {len(loaded_patterns)} patterns: {loaded_patterns}")
+    
+    def trigger_investigation(self, investigation_spec: Dict[str, Any]) -> Optional[str]:
+        """
+        Trigger an on-demand investigation by sending a collection request to the monitor.
+        
+        Args:
+            investigation_spec: DataCollectionSpec dict for the investigation
+            
+        Returns:
+            request_id if successful, None if failed
+        """
+        if not self.redis_enabled or not self.redis_client:
+            logger.warning("Cannot trigger investigation - Redis not enabled")
+            return None
+        
+        # Ensure this is marked as an investigation
+        investigation_spec['request_type'] = 'investigation'
+        investigation_spec['priority'] = investigation_spec.get('priority', 'high')
+        
+        logger.info(f"Triggering investigation: {investigation_spec.get('spec_id', 'unknown')}")
+        request_id = self.redis_client.send_collection_request(investigation_spec)
+        
+        if request_id:
+            logger.info(f"Investigation request sent with ID: {request_id}")
+        else:
+            logger.error("Failed to send investigation request")
+        
+        return request_id
+    
+    def wait_for_investigation_result(self, request_id: str, timeout_seconds: int = 120) -> Optional[Dict[str, Any]]:
+        """
+        Wait for an investigation result and analyze it.
+        
+        Args:
+            request_id: The request ID to wait for
+            timeout_seconds: Maximum time to wait for the result
+            
+        Returns:
+            Analysis result if successful, None if failed or timeout
+        """
+        if not self.redis_enabled or not self.redis_client:
+            logger.error("Cannot wait for investigation result - Redis not enabled")
+            return None
+        
+        logger.info(f"Waiting for investigation result: {request_id}")
+        
+        # Wait for the collection result
+        collection_result = self.redis_client.wait_for_collection_result(request_id, timeout_seconds)
+        if not collection_result:
+            logger.error(f"No collection result received for request {request_id}")
+            return None
+        
+        # Run analysis using the analysis executor
+        analysis_result = self.analysis_executor.analyze(collection_result, request_id)
+        
+        if analysis_result:
+            # Publish the detection event using analysis executor
+            success = self.analysis_executor.publish_detection_event(analysis_result)
+            if success:
+                logger.info(f"Investigation analysis completed: {analysis_result.get('status')}")
+            else:
+                logger.warning("Failed to publish detection event for investigation")
+        else:
+            logger.error(f"Analysis failed for investigation {request_id}")
+        
+        return analysis_result
+    
+    def get_pattern_status(self) -> Dict[str, Any]:
+        """Get status of all registered patterns"""
+        return pattern_registry.get_status()
+    
+    def start(self):
+        """Start the detector service"""
+        if self.is_running:
+            logger.warning("Detector Service is already running")
+            return
+        
+        logger.info("Starting Detector Service...")
+        self.is_running = True
+        
+        try:
+            # Connect to Redis if enabled
+            if self.redis_enabled and self.redis_client:
+                if not self.redis_client.connect():
+                    logger.error("Failed to connect to Redis")
+                    if not self.redis_enabled:
+                        logger.info("Continuing in local-only mode")
+                    else:
+                        logger.error("Cannot start detector service without Redis")
+                        return
+                
+                # Start monitor listener
+                if self.monitor_listener:
+                    if not self.monitor_listener.start():
+                        logger.error("Failed to start monitor listener")
+                        return
+            
+            # Print status
+            self._print_startup_status()
+            
+            # Main service loop
+            while not self.shutdown_event.is_set():
+                time.sleep(10)
+                
+        except KeyboardInterrupt:
+            logger.info("Received shutdown signal")
+            self.shutdown()
+        except Exception as e:
+            logger.error(f"Detector Service error: {e}")
+            self.shutdown()
+    
+    def shutdown(self):
+        """Graceful shutdown of the detector service"""
+        if not self.is_running:
+            return
+        
+        logger.info("Shutting down Detector Service...") 
+        
+        # Signal shutdown
+        self.shutdown_event.set()
+        
+        # Stop monitor listener
+        if self.monitor_listener:
+            self.monitor_listener.stop()
+        
+        # Disconnect from Redis
+        if self.redis_client:
+            self.redis_client.disconnect()
+            
+        self.is_running = False
+        
+        logger.info("Detector Service shutdown complete")
+    
+    def _print_startup_status(self):
+        """Print startup status information"""
+        logger.info("Detector Service Configuration:")
+        logger.info(f"  Redis Enabled: {self.redis_enabled}")
+        if self.redis_enabled:
+            logger.info(f"  Redis Host: {self.redis_host}:{self.redis_port}")
+            logger.info(f"  Redis DB: {self.redis_db}")
+        
+        health = self.health_check()
+        logger.info(f"Loaded {health['patterns']['total_patterns']} patterns:")
+        for pattern in health['patterns']['patterns']:
+            schedule_info = pattern['schedule'] if pattern['schedule'] != 'event-driven' else 'on-demand'
+            logger.info(f"  - {pattern['pattern_id']} ({schedule_info})")
+        
+        if self.redis_enabled:
+            if self.redis_client and self.redis_client.connected:
+                logger.info("Listening for monitor results on Redis stream 'monitor_results'")
+            else:
+                logger.warning("Redis connection failed - running in local-only mode")
+        else:
+            logger.info("Running in local-only mode (Redis disabled)")
+    
+    def health_check(self) -> Dict[str, Any]:
+        """Get health status of the detector service"""
+        redis_health = None
+        if self.redis_client:
+            redis_health = self.redis_client.health_check()
+        
+        monitor_listener_status = None
+        if self.monitor_listener:
+            monitor_listener_status = self.monitor_listener.get_status()
+        
+        return {
+            "service": "detector",
+            "status": "running" if self.is_running else "stopped",
+            "redis_enabled": self.redis_enabled,
+            "redis": redis_health,
+            "monitor_listener": monitor_listener_status,
+            "patterns": self.get_pattern_status()
+        }
+
+def main():
+    """Main execution function"""
+    # Get configuration from environment
+    redis_enabled = os.getenv('REDIS_ENABLED', 'true').lower() in ('true', '1', 'yes', 'on')
+    redis_host = os.getenv('REDIS_HOST', 'localhost')
+    redis_port = int(os.getenv('REDIS_PORT', '6379'))
+    redis_db = int(os.getenv('REDIS_DB', '0'))
+    
+    # Create and start detector service
+    detector = DetectorService(
+        redis_enabled=redis_enabled,
+        redis_host=redis_host,
+        redis_port=redis_port,
+        redis_db=redis_db
+    )
+    
+    # Start the service
+    detector.start()
+
+if __name__ == "__main__":
+    main() 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/detector/monitor_listener.py b/src/alert-manager/src/node-failure-detection/detector/monitor_listener.py
new file mode 100644
index 00000000..059a9605
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/detector/monitor_listener.py
@@ -0,0 +1,153 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Monitor Listener - Handles consuming monitor results and triggering analysis
+
+Listens for monitor results from Redis Streams and coordinates with 
+AnalysisExecutor to run pattern analysis and publish detection events.
+"""
+
+import threading
+import logging
+from typing import Dict, Any, Optional, Callable
+
+from redis_client import RedisClient
+from analysis_executor import AnalysisExecutor
+
+logger = logging.getLogger(__name__)
+
+class MonitorListener:
+    """Handles consuming monitor results and triggering analysis"""
+    
+    def __init__(self, redis_client: RedisClient, analysis_executor: AnalysisExecutor):
+        self.redis_client = redis_client
+        self.analysis_executor = analysis_executor
+        self.is_running = False
+        self.listener_thread = None
+        self.shutdown_event = threading.Event()
+        
+    def start(self, consumer_name: str = 'detector1') -> bool:
+        """
+        Start listening for monitor results in a background thread.
+        
+        Args:
+            consumer_name: Name of this consumer instance
+            
+        Returns:
+            True if started successfully, False otherwise
+        """
+        if self.is_running:
+            logger.warning("Monitor listener is already running")
+            return False
+        
+        if not self.redis_client.connected:
+            logger.error("Cannot start monitor listener - Redis not connected")
+            return False
+        
+        self.is_running = True
+        self.shutdown_event.clear()
+        
+        # Start listener thread
+        self.listener_thread = threading.Thread(
+            target=self._listen_loop,
+            args=(consumer_name,),
+            name=f"MonitorListener-{consumer_name}",
+            daemon=True
+        )
+        self.listener_thread.start()
+        
+        logger.info(f"Monitor listener started with consumer name: {consumer_name}")
+        return True
+    
+    def stop(self, timeout_seconds: int = 10) -> bool:
+        """
+        Stop the monitor listener.
+        
+        Args:
+            timeout_seconds: Maximum time to wait for graceful shutdown
+            
+        Returns:
+            True if stopped gracefully, False if forced
+        """
+        if not self.is_running:
+            return True
+        
+        logger.info("Stopping monitor listener...")
+        self.shutdown_event.set()
+        
+        if self.listener_thread and self.listener_thread.is_alive():
+            self.listener_thread.join(timeout=timeout_seconds)
+            if self.listener_thread.is_alive():
+                logger.warning("Monitor listener did not stop gracefully")
+                return False
+            
+        self.is_running = False
+        logger.info("Monitor listener stopped")
+        return True
+    
+    def _listen_loop(self, consumer_name: str):
+        """Main listening loop that runs in the background thread"""
+        logger.info("Monitor listener loop started")
+        
+        try:
+            # Create message handler
+            def handle_message(msg_id: str, fields: Dict[str, Any]):
+                if self.shutdown_event.is_set():
+                    return
+                
+                self._process_monitor_result(msg_id, fields)
+            
+            # Start consuming (this blocks until exception or shutdown)
+            self.redis_client.consume_monitor_results(handle_message, consumer_name)
+            
+        except Exception as e:
+            if not self.shutdown_event.is_set():
+                logger.error(f"Monitor listener error: {e}")
+            else:
+                logger.debug("Monitor listener stopped due to shutdown signal")
+        finally:
+            self.is_running = False
+            logger.info("Monitor listener loop ended")
+    
+    def _process_monitor_result(self, msg_id: str, fields: Dict[str, Any]):
+        """Process a single monitor result message"""
+        try:
+            # Extract pattern_id
+            pattern_id = fields.get('pattern_id')
+            if not pattern_id:
+                logger.warning(f"No pattern_id in monitor result {msg_id}")
+                return
+            
+            # Parse result data
+            result_data = fields
+            if 'result' in fields:
+                try:
+                    import json
+                    result_data = json.loads(fields['result'])
+                except Exception as e:
+                    logger.error(f"Failed to parse result JSON for {pattern_id}: {e}")
+                    return
+            
+            logger.debug(f"Processing monitor result for pattern {pattern_id}")
+            
+            # Run analysis
+            analysis_result = self.analysis_executor.analyze(result_data, msg_id)
+            
+            if analysis_result:
+                # Publish detection event using analysis executor
+                self.analysis_executor.publish_detection_event(analysis_result)
+            else:
+                logger.warning(f"Analysis failed for pattern {pattern_id}")
+                
+        except Exception as e:
+            logger.error(f"Error processing monitor result {msg_id}: {e}")
+    
+    def get_status(self) -> Dict[str, Any]:
+        """Get current status of the monitor listener"""
+        return {
+            "is_running": self.is_running,
+            "thread_alive": self.listener_thread.is_alive() if self.listener_thread else False,
+            "redis_connected": self.redis_client.connected,
+            "shutdown_requested": self.shutdown_event.is_set()
+        } 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/detector/pattern_registry.py b/src/alert-manager/src/node-failure-detection/detector/pattern_registry.py
new file mode 100644
index 00000000..6b96260a
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/detector/pattern_registry.py
@@ -0,0 +1,260 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import importlib
+import importlib.util
+import pkgutil
+import os
+import sys
+import logging
+from typing import Callable, Dict, Any, Optional, List
+from pathlib import Path
+
+logger = logging.getLogger(__name__)
+
+# Support both built-in patterns and ConfigMap-mounted patterns
+DEFAULT_PATTERNS_PATH = os.path.join(os.path.dirname(__file__), 'patterns')
+PATTERNS_PATH = os.getenv('PATTERNS_DIR', DEFAULT_PATTERNS_PATH)
+PATTERNS_PACKAGE = __name__.replace('pattern_registry', 'patterns')
+
+class PatternRegistry:
+    """
+    Unified pattern registry that handles both pattern discovery/loading 
+    and runtime storage/access of patterns.
+    """
+    
+    def __init__(self):
+        self._patterns: Dict[str, Dict[str, Any]] = {}
+        self.loaded_modules: List[str] = []
+        self.patterns_package = PATTERNS_PACKAGE
+        self.patterns_path = PATTERNS_PATH
+
+    def register_pattern(self, pattern_id: str, description: str, required_data: list, 
+                        analysis_method: Callable, schedule: Optional[str], data_spec: dict):
+        """Register a pattern with the registry"""
+        self._patterns[pattern_id] = {
+            'pattern_id': pattern_id,
+            'description': description,
+            'required_data': required_data,
+            'analysis_method': analysis_method,
+            'schedule': schedule,
+            'data_spec': data_spec
+        }
+        logger.debug(f"Registered pattern: {pattern_id}")
+
+    def get_pattern(self, pattern_id: str) -> Optional[Dict[str, Any]]:
+        """Get a specific pattern by ID"""
+        return self._patterns.get(pattern_id)
+
+    def list_patterns(self) -> List[Dict[str, Any]]:
+        """List all registered patterns"""
+        return list(self._patterns.values())
+    
+    def load_all_patterns(self) -> List[str]:
+        """
+        Import all pattern modules from the patterns directory to trigger their registration.
+        Supports both package-based loading (built-in) and file-based loading (ConfigMap).
+        
+        Returns:
+            List of successfully loaded pattern module names
+        """
+        logger.info(f"Loading patterns from {self.patterns_path}")
+        loaded = []
+        
+        if not os.path.exists(self.patterns_path):
+            logger.warning(f"Patterns directory not found: {self.patterns_path}")
+            return loaded
+        
+        # Check if this is a ConfigMap-mounted directory (contains .py files directly)
+        is_configmap_mount = self._is_configmap_patterns_dir()
+        
+        if is_configmap_mount:
+            logger.info("Detected ConfigMap-mounted patterns directory")
+            loaded = self._load_patterns_from_files()
+        else:
+            logger.info("Using package-based pattern loading")
+            loaded = self._load_patterns_from_package()
+        
+        self.loaded_modules = loaded
+        logger.info(f"Pattern loading complete. Loaded {len(loaded)} patterns: {loaded}")
+        return loaded
+    
+    def _is_configmap_patterns_dir(self) -> bool:
+        """Check if patterns directory contains .py files (ConfigMap mount) vs packages"""
+        patterns_path = Path(self.patterns_path)
+        py_files = list(patterns_path.glob("*.py"))
+        return len(py_files) > 0 and not (patterns_path / "__init__.py").exists()
+    
+    def _load_patterns_from_files(self) -> List[str]:
+        """Load patterns from individual .py files (ConfigMap mount)"""
+        loaded = []
+        patterns_path = Path(self.patterns_path)
+        
+        # Add patterns directory to Python path
+        if str(patterns_path) not in sys.path:
+            sys.path.insert(0, str(patterns_path))
+        
+        for py_file in patterns_path.glob("*.py"):
+            module_name = py_file.stem
+            
+            # Skip private modules and template
+            if module_name.startswith('_') or module_name == 'pattern_template':
+                continue
+                
+            if self._load_pattern_module_from_file(str(py_file), module_name):
+                loaded.append(module_name)
+                
+        return loaded
+    
+    def _load_patterns_from_package(self) -> List[str]:
+        """Load patterns from Python package (built-in patterns)"""
+        loaded = []
+        
+        for _, module_name, is_pkg in pkgutil.iter_modules([self.patterns_path]):
+            # Skip packages, private modules, and template
+            if is_pkg or module_name.startswith('_') or module_name == 'pattern_template':
+                continue
+                
+            if self._load_pattern_module(module_name):
+                loaded.append(module_name)
+                
+        return loaded
+    
+    def _load_pattern_module_from_file(self, file_path: str, module_name: str) -> bool:
+        """Load a pattern module from a specific file path"""
+        try:
+            spec = importlib.util.spec_from_file_location(module_name, file_path)
+            if spec and spec.loader:
+                module = importlib.util.module_from_spec(spec)
+                spec.loader.exec_module(module)
+                
+                # Add to sys.modules so it can be imported later
+                sys.modules[module_name] = module
+                
+                logger.debug(f"Successfully loaded pattern module from file: {module_name}")
+                return True
+            else:
+                logger.error(f"Could not create module spec for {file_path}")
+                return False
+                
+        except Exception as e:
+            logger.error(f"Error loading pattern module {module_name} from {file_path}: {e}")
+            return False
+    
+    def reload_pattern(self, module_name: str) -> bool:
+        """
+        Reload a specific pattern module.
+        
+        Args:
+            module_name: Name of the pattern module to reload
+            
+        Returns:
+            True if reload was successful, False otherwise
+        """
+        try:
+            module_path = f"{self.patterns_package}.{module_name}"
+            
+            # Check if module is already loaded
+            if module_path in importlib.sys.modules:
+                logger.info(f"Reloading pattern module: {module_name}")
+                importlib.reload(importlib.sys.modules[module_path])
+            else:
+                logger.info(f"Loading pattern module: {module_name}")
+                importlib.import_module(module_path)
+            
+            if module_name not in self.loaded_modules:
+                self.loaded_modules.append(module_name)
+            
+            logger.info(f"Successfully reloaded pattern module: {module_name}")
+            return True
+            
+        except Exception as e:
+            logger.error(f"Failed to reload pattern module {module_name}: {e}")
+            return False
+    
+    def _load_pattern_module(self, module_name: str) -> bool:
+        """Load a single pattern module"""
+        try:
+            module_path = f"{self.patterns_package}.{module_name}"
+            logger.debug(f"Loading pattern module: {module_path}")
+            
+            # Import the module (this triggers pattern registration via class instantiation)
+            importlib.import_module(module_path)
+            
+            logger.info(f"Successfully loaded pattern module: {module_name}")
+            return True
+            
+        except Exception as e:
+            logger.error(f"Failed to load pattern module {module_name}: {e}")
+            return False
+    
+    def get_loaded_modules(self) -> List[str]:
+        """Get list of successfully loaded pattern module names"""
+        return self.loaded_modules.copy()
+    
+    def validate_patterns_directory(self) -> bool:
+        """Check if patterns directory exists and is accessible"""
+        if not os.path.exists(self.patterns_path):
+            logger.error(f"Patterns directory does not exist: {self.patterns_path}")
+            return False
+        
+        if not os.path.isdir(self.patterns_path):
+            logger.error(f"Patterns path is not a directory: {self.patterns_path}")
+            return False
+        
+        # Check if directory is readable
+        try:
+            os.listdir(self.patterns_path)
+            return True
+        except PermissionError:
+            logger.error(f"No permission to read patterns directory: {self.patterns_path}")
+            return False
+    
+    def list_available_pattern_files(self) -> List[str]:
+        """List all available pattern files in the patterns directory"""
+        if not self.validate_patterns_directory():
+            return []
+        
+        pattern_files = []
+        for _, module_name, is_pkg in pkgutil.iter_modules([self.patterns_path]):
+            if not is_pkg and not module_name.startswith('_') and module_name != 'pattern_template':
+                pattern_files.append(module_name)
+        
+        return pattern_files
+    
+    def clear_patterns(self):
+        """Clear all registered patterns (useful for testing)"""
+        self._patterns.clear()
+        self.loaded_modules.clear()
+        logger.info("Cleared all patterns from registry")
+    
+    def get_status(self) -> Dict[str, Any]:
+        """Get comprehensive status of the pattern registry"""
+        patterns = self.list_patterns()
+        return {
+            "total_patterns": len(patterns),
+            "scheduled_patterns": len([p for p in patterns if p.get('schedule')]),
+            "event_driven_patterns": len([p for p in patterns if not p.get('schedule')]),
+            "loaded_modules": self.get_loaded_modules(),
+            "available_files": self.list_available_pattern_files(),
+            "patterns_directory": self.patterns_path,
+            "patterns_directory_valid": self.validate_patterns_directory(),
+            "patterns": [
+                {
+                    "pattern_id": p['pattern_id'],
+                    "description": p['description'],
+                    "schedule": p.get('schedule', 'event-driven'),
+                    "required_data": p.get('required_data', [])
+                }
+                for p in patterns
+            ]
+        }
+
+# Global registry instance
+pattern_registry = PatternRegistry()
+
+def register_pattern(pattern_id: str, description: str, required_data: list, 
+                    analysis_method: Callable, schedule: Optional[str], data_spec: dict):
+    """Global function to register a pattern with the default registry"""
+    pattern_registry.register_pattern(pattern_id, description, required_data, analysis_method, schedule, data_spec)
+
diff --git a/src/alert-manager/src/node-failure-detection/detector/redis_client.py b/src/alert-manager/src/node-failure-detection/detector/redis_client.py
new file mode 100644
index 00000000..acd72d9d
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/detector/redis_client.py
@@ -0,0 +1,224 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Redis Client for Detector Service
+
+Handles all Redis Stream operations for the detector:
+- Sending collection requests to monitor
+- Consuming monitor results
+"""
+
+import redis
+import json
+import uuid
+import time
+import os
+import logging
+from typing import Dict, Any, Optional, Callable
+from datetime import datetime
+
+logger = logging.getLogger(__name__)
+
+class RedisClient:
+    """Handles Redis Stream operations for the detector service"""
+    
+    def __init__(self, host='localhost', port=6379, db=0):
+        self.host = host
+        self.port = port
+        self.db = db
+        self.redis = None
+        self.connected = False
+        self.consume_batch_size = os.getenv('CONSUME_BATCH_SIZE', 1)
+        self.consume_timeout = os.getenv('CONSUME_TIMEOUT', 5000)
+        
+        
+    def connect(self) -> bool:
+        """Connect to Redis and create necessary consumer groups"""
+        try:
+            self.redis = redis.StrictRedis(
+                host=self.host, 
+                port=self.port, 
+                db=self.db, 
+                decode_responses=True
+            )
+            # Test connection
+            self.redis.ping()
+            self.connected = True
+            logger.info(f"Redis connection established: {self.host}:{self.port}")
+            
+            # Create consumer group for monitor results
+            try:
+                self.redis.xgroup_create('monitor_results', 'detector_group', id='0', mkstream=True)
+                logger.info("Created Redis consumer group for monitor_results")
+            except redis.ResponseError as e:
+                if 'BUSYGROUP' not in str(e):
+                    raise
+                logger.debug("Redis consumer group already exists")
+            
+            return True
+            
+        except Exception as e:
+            logger.error(f"Failed to connect to Redis: {e}")
+            self.connected = False
+            return False
+    
+    def disconnect(self):
+        """Close Redis connection"""
+        if self.redis:
+            try:
+                self.redis.close()
+                logger.info("Redis connection closed")
+            except Exception as e:
+                logger.error(f"Error closing Redis connection: {e}")
+        self.connected = False
+    
+    def send_collection_request(self, spec_dict: Dict[str, Any]) -> Optional[str]:
+        """Send a collection request to the monitor via Redis Stream"""
+        if not self.connected or not self.redis:
+            logger.error("Cannot send collection request - Redis not connected")
+            return None
+            
+        request_id = str(uuid.uuid4())
+        request = {
+            'request_id': request_id,
+            'spec': json.dumps(spec_dict),
+            'requested_by': 'detector_service',
+            'timestamp': datetime.utcnow().isoformat() + 'Z'
+        }
+        
+        try:
+            self.redis.xadd('collection_requests', request)
+            logger.info(f"Sent collection request with request_id: {request_id}")
+            return request_id
+        except Exception as e:
+            logger.error(f"Failed to send collection request: {e}")
+            return None
+    
+    def wait_for_collection_result(self, request_id: str, timeout_seconds: int = 60) -> Optional[Dict[str, Any]]:
+        """Wait for a specific collection result by request_id"""
+        if not self.connected or not self.redis:
+            return None
+            
+        start_time = time.time()
+        while time.time() - start_time < timeout_seconds:
+            try:
+                # Read from monitor_results stream looking for our request_id
+                events = self.redis.xread({'monitor_results': '0'}, block=self.consume_timeout, count=self.consume_batch_size)
+                for stream, messages in events:
+                    for msg_id, fields in messages:
+                        if fields.get('request_id') == request_id:
+                            logger.info(f"Received result for request_id {request_id}")
+                            try:
+                                json.loads(fields.get('result', '{}'))
+                                # Delete the message after successful consumption
+                                self.redis.xdel('monitor_results', msg_id)
+                                return fields
+                            except Exception as e:
+                                logger.error(f"Failed to parse result JSON: {e}")
+                                logger.info(f"Error result: {fields}")
+                                # Still delete the problematic message
+                                try:
+                                    self.redis.xdel('monitor_results', msg_id)
+                                except Exception as e:
+                                    logger.error(f"Failed to delete problematic message {msg_id}: {e}")
+                                return None
+            except Exception as e:
+                logger.error(f"Error waiting for result: {e}")
+                break
+            time.sleep(1)
+        
+        logger.warning(f"Timeout waiting for result {request_id}")
+        return None
+    
+    def consume_monitor_results(self, message_handler: Callable[[str, Dict[str, Any]], None], 
+                              consumer_name: str = 'detector1') -> None:
+        """
+        Consume monitor results and call handler for each message.
+        This is a blocking call that runs until an exception occurs.
+        
+        Args:
+            message_handler: Function to call with (message_id, fields) for each message
+            consumer_name: Name of this consumer instance
+        """
+        if not self.connected or not self.redis:
+            logger.error("Cannot consume monitor results - Redis not connected")
+            return
+            
+        GROUP = 'detector_group'
+        logger.info(f"Starting monitor results consumer: {consumer_name}")
+        
+
+        while True:
+            # Read new results from the stream
+            try:
+                events = self.redis.xreadgroup(
+                    GROUP, consumer_name, {'monitor_results': '>'}, 
+                    count=1, block=5000  # 5 second timeout
+                )
+            except redis.ConnectionError as e:
+                logger.error(f"Redis connection error in consumer: {e}")
+                raise
+            except Exception as e:
+                logger.error(f"Unexpected error in consumer: {e}")
+                raise
+            for stream, messages in events:
+                for msg_id, fields in messages:
+                    try:
+                        # Skip if this is a response to our own investigation request
+                        if fields.get('request_id'):
+                            # xack the message to remove it from the group
+                            self.redis.xack('monitor_results', GROUP, msg_id)
+                            # Delete the message from the stream
+                            self.redis.xdel('monitor_results', msg_id)
+                            continue
+                        
+                        # Call the message handler
+                        message_handler(msg_id, fields)
+                        
+                        # Acknowledge the message
+                        self.redis.xack('monitor_results', GROUP, msg_id)
+                        
+                        # Delete the processed message from the stream
+                        self.redis.xdel('monitor_results', msg_id)
+                        logger.debug(f"Deleted processed message {msg_id} from monitor_results")
+                        
+                    except Exception as e:
+                        logger.error(f"Error processing monitor result {msg_id}: {e}")
+                        logger.info(f"Error result: {fields}")
+                        try:
+                            # Still acknowledge to avoid reprocessing
+                            self.redis.xack('monitor_results', GROUP, msg_id)
+                            # Delete the problematic message from the stream
+                            self.redis.xdel('monitor_results', msg_id)
+                        except Exception as e:
+                            logger.error(f"Failed to delete problematic message {msg_id}: {e}")
+                            
+
+    
+    def health_check(self) -> Dict[str, Any]:
+        """Check Redis connection health"""
+        if not self.connected or not self.redis:
+            return {
+                "connected": False,
+                "host": self.host,
+                "port": self.port,
+                "error": "Not connected"
+            }
+        
+        try:
+            # Test with a simple ping
+            self.redis.ping()
+            return {
+                "connected": True,
+                "host": self.host,
+                "port": self.port,
+                "db": self.db
+            }
+        except Exception as e:
+            return {
+                "connected": False,
+                "host": self.host,
+                "port": self.port,
+                "error": str(e)
+            }
diff --git a/src/alert-manager/src/node-failure-detection/monitor/__init__.py b/src/alert-manager/src/node-failure-detection/monitor/__init__.py
new file mode 100644
index 00000000..1a5c0c72
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/__init__.py
@@ -0,0 +1,27 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Monitor Service Package
+
+A modular, specification-driven data collection engine.
+"""
+
+from monitor_service import MonitorService
+from service_runner import ServiceRunner
+from models import DataCollectionSpec, CollectionResult
+from validator import SpecificationValidator
+from executor import ExecutionEngine
+from scheduler import PatternScheduler
+from resolver import NodeJobResolver
+
+__all__ = [
+    'MonitorService',
+    'ServiceRunner', 
+    'DataCollectionSpec',
+    'CollectionResult',
+    'SpecificationValidator',
+    'ExecutionEngine',
+    'PatternScheduler',
+    'NodeJobResolver'
+] 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/monitor/data_sources.py b/src/alert-manager/src/node-failure-detection/monitor/data_sources.py
new file mode 100644
index 00000000..1ea71294
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/data_sources.py
@@ -0,0 +1,685 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Data Source Integrators for Monitor Service
+
+Based on the real-world implementations from the design doc.
+These provide unified interfaces for all data sources.
+"""
+
+from copy import deepcopy
+import os
+import json
+import time
+from joblib import Parallel, delayed
+import pandas as pd
+import requests
+import logging
+import re
+from dataclasses import dataclass
+from typing import Any, Dict, List, Optional
+from datetime import datetime
+
+logger = logging.getLogger(__name__)
+
+@dataclass
+class LogEntry:
+    message: str
+    fields: Dict[str, Any] 
+
+def parse_interval(time_str: str) -> int:
+    """Parse time string into seconds
+    
+    Supports formats:
+    - '30s' -> 30 seconds
+    - '5m' -> 300 seconds  
+    - '2h' -> 7200 seconds
+    - '1d' -> 86400 seconds
+    - '60' -> 60 seconds (no suffix)
+    """
+    if time_str.endswith('s'):
+        return int(time_str[:-1])
+    elif time_str.endswith('m'):
+        return int(time_str[:-1]) * 60
+    elif time_str.endswith('h'):
+        return int(time_str[:-1]) * 3600
+    elif time_str.endswith('d'):
+        return int(time_str[:-1]) * 86400
+    else:
+        return int(time_str)
+
+
+class RequestUtil:
+    """Utility class for making requests to PAI APIs"""
+    
+    @staticmethod
+    def get_request(url: str, token: str, timeout: int = 120):
+        """Make GET request with token authentication"""
+        headers = {"Authorization": f"Bearer {token}"}
+        try:
+            response = requests.get(url, headers=headers, timeout=timeout)
+            return response
+        except Exception as e:
+            logger.error(f"Request failed for {url}: {e}")
+            return None
+    
+    @staticmethod
+    def openpai_query(query: str, json_content: bool = True, retry: int = 5):
+        """Make requests to OpenPAI REST API"""
+        base_url = os.getenv("REST_SERVER_URI", "https://test/rest-server")
+        query = query.replace("restserver", "api/v2")
+        url = f"{base_url}/{query}"
+        if "log-manager" in query:
+            if os.getenv("ENVIRONMENT") == "prod":
+                query = query.replace("log-manager", "/")
+                url = f"http:{query}"
+            else:
+                base_url = base_url.replace("rest-server", "")
+                url = f"{base_url}/{query}"
+        
+        token = os.getenv("PAI_TOKEN")
+        while retry > 0:
+            response = None
+            try:
+                headers = {"Authorization": f"Bearer {token}"}
+                response = requests.get(url, headers=headers)
+                if response.ok:
+                    #logger.info(f"OpenPAI query successful: {url}")
+                    return response.json() if json_content else response.text
+                logger.error(f"OpenPAI query failed: {response.status_code} {response.text} {url}")
+            except Exception as e:
+                logger.error(f"OpenPAI request error: {e}")
+            retry -= 1
+            if 'Too many requests' in response.text:
+                time.sleep(12)  # Rate limit handling
+        return None
+
+class PrometheusClient:
+    """Client for collecting metrics from Prometheus"""
+    
+    def __init__(self):
+        self.base_url = os.getenv("PROMETHEUS_SERVER_URI", "https://test/prometheus")
+        self.token = os.getenv("PAI_TOKEN")
+    
+    def query_range(self, query: str, start_time: int, end_time: int, step: str = "30s", retry: int = 3) -> Optional[Dict]:
+        """Query Prometheus for metrics data over time range"""
+        offset = f"{int(end_time - start_time)}s"
+        query = f"query?query=({query})[{offset}:{step}] @ {end_time}"
+        url = f"{self.base_url}/prometheus/api/v1/{query}"
+        response = None
+        while retry > 0 and not response:
+            response = RequestUtil.get_request(url, self.token)
+            if response and response.ok:
+                return json.loads(response.content)["data"]
+            logger.error(
+                f"Prometheus query failed. Query: {query} Response:{response.content}"
+            )
+            retry -= 1
+        return None
+    
+    def query(self, query, data, retry=5):
+        """
+        Query Prometheus for a single metric value.
+        Args:
+            query (str): Prometheus query string
+            data (Dict): Additional data to include in the query
+            retry (int): Number of retries for the query
+        Returns:
+            Dict: Parsed response data from Prometheus
+        """
+        query = f"{self.base_url}/prometheus/api/v1/query?query={query}"
+        while retry > 0:
+            response = RequestUtil.get_request(query, self.token)
+            if response and response.ok:
+                return json.loads(response.content)["data"]
+            logger.error(
+                f"Prometheus query failed. Query: {query} Response:{response.content}"
+            )
+            retry -= 1
+            if "Too many requests" in response.text:
+                time.sleep(12)
+        return None
+    
+    def get_metric_sampling_interval(self, metric_name, retry: int = 5):
+        """Get the sampling interval for a given metric."""
+        query = f"{metric_name}[10m]"
+        output = self.query(query, {}, retry=retry)
+        if output:
+            values = output["result"][0]["values"]
+            return int(float(values[1][0]) - float(values[0][0]))
+        return None
+  
+    def query_step(
+        self, query, data, end_time, time_offset, step="6h"
+    ):
+        """Query Prometheus with time intervals in parallel.
+        Args:
+            query (str): Prometheus query string with {time_offset} placeholder
+            data (Dict): Additional data to include in the query
+            end_time (int): End timestamp in seconds
+            time_offset (str): Time offset string (e.g., "1h", "30m")
+            step (str): Step size for the time intervals (default: "6h")
+        Returns:
+            List[Tuple[int, int, List[Dict]]]: List of tuples with start time, end time, and query results
+        """
+        start_time = end_time - parse_interval(time_offset)
+        step_timedelta = parse_interval(step)
+
+        time_intervals = []
+        current_time = start_time
+
+        # Prepare time intervals for parallel queries
+        while current_time < end_time:
+            next_time = min(current_time + step_timedelta, end_time)
+            time_intervals.append((int(float(current_time)), int(float(next_time))))
+            current_time = next_time
+
+        def query_interval(start, end):
+            # Create the query with the specific time range
+            time_offset = f"{int((end - start))}s"
+            query_with_time = query.replace("{time_offset}", time_offset).replace(
+                "{end_time_stamp}", str(int(end))
+            )
+            result = self.query(
+                query_with_time, data
+            )
+            return (
+                start,
+                end,
+                deepcopy(result["result"]) if result and result["result"] else [],
+            )
+
+        # Execute queries in parallel using joblib
+        final_value = Parallel(n_jobs=4, backend="threading")(
+            delayed(query_interval)(start, end) for start, end in time_intervals
+        )
+
+        return final_value
+
+
+class JobLogsClient:
+    """Client for collecting job logs from PAI"""
+    
+    def __init__(self):
+        pass
+    
+    def get_job_logs(self, job_name: str, job_meta: Dict[str, Any], job_retry_id: int = 0, task_role_name: str = "worker", 
+                     index: int = 0, tail: bool = False, retry: int = 3):
+        """Get logs for a specific job"""
+        try:
+            logs = {}
+            # Get job metadata to find failed tasks
+            if not job_meta:
+                query = f"restserver/jobs/{job_name}/attempts/{job_retry_id}/"
+                job_data = RequestUtil.openpai_query(query)
+            else:
+                job_data = job_meta
+            
+            if not job_data:
+                return None
+                
+            task_roles = job_data.get("taskRoles", {})
+            if not task_roles:
+                return None
+                
+            task_role_name = list(task_roles.keys())[0]
+            
+            # Download logs for the task
+            for node, node_data in job_data.get("nodes", {}).items():
+                index = node_data.get("task_role_index")
+                log_content = self.download_log(job_name, job_retry_id, task_role_name, index, tail, retry)
+                logs[node] = log_content
+            
+            return logs
+            
+        except Exception as e:
+            logger.error(f"Error getting job logs for {job_name}: {e}")
+            return None
+    
+    def download_log(self, job_name: str, job_retry_id: int, task_role_name: str, 
+                      index: int, tail: bool = False, retry: int = 3) -> Optional[str]:
+        """Download log content for a specific task"""
+        query = f"restserver/jobs/{job_name}/attempts/{job_retry_id}/taskRoles/{task_role_name}/taskIndex/{index}/attempts/0/logs"
+        if tail:
+            query += "?tail-mode=true"
+            
+        response = RequestUtil.openpai_query(query, retry=retry)
+        if not response or not response.get("locations"):
+            return None
+            
+        # Find stdout logs
+        stdout_logs = [res for res in response["locations"] if res["name"] == "all"]
+        if not stdout_logs:
+            return None
+            
+        # Get log content
+        log_uri = stdout_logs[0]["uri"].lstrip("/")
+        log_content = RequestUtil.openpai_query(log_uri, json_content=False, retry=retry)
+        
+        return log_content
+    
+    def parse_logs_with_patterns(self, log_content: str, patterns: List[Dict], 
+                                max_entries: int = None) -> List[LogEntry]:
+        """Parse log content using regex patterns, or return raw lines if no pattern is defined."""
+        if not log_content:
+            return []
+        
+        log_entries = []
+        lines = log_content.split('\n')
+        
+        if not patterns:
+            # No pattern: return raw lines as log entries
+            for line in lines:
+                if max_entries and len(log_entries) >= max_entries:
+                    break
+                line = line.strip()
+                if not line:
+                    continue
+                log_entries.append(LogEntry(
+                    message=line,
+                    fields={}
+                ))
+            return log_entries
+
+        # Patterns defined: use regex matching
+        for line_num, line in enumerate(lines):
+            if max_entries and len(log_entries) >= max_entries:
+                break
+            line = line.strip()
+            if not line:
+                continue
+            for pattern_info in patterns:
+                regex_pattern = pattern_info.get('regex')
+                if not regex_pattern:
+                    continue
+                try:
+                    match = re.search(regex_pattern, line)
+                    if match:
+                        fields = match.groupdict() if hasattr(match, 'groupdict') else {}
+                        log_entries.append(LogEntry(
+                            message=line,
+                            fields=fields
+                        ))
+                        break  # Only match first pattern per line
+                except re.error as e:
+                    logger.warning(f"Invalid regex pattern '{regex_pattern}': {e}")
+                    continue
+        return log_entries
+
+class NodeLogsClient:
+    """Client for collecting node system logs via log-manager API"""
+    
+    def __init__(self,):
+        self.base_url = os.getenv('REST_SERVER_URI')
+        self.session = requests.Session()
+        self.token = None
+        self.log_manager_port = os.getenv("LOG_MANAGER_PORT", "9103")
+    
+    def get_token(self, node_ip: str) -> str:
+        """Get authentication token for log-manager API on a specific node"""
+        payload = {
+            "username": os.getenv("LOG_MANAGER_USERNAME"),
+            "password": os.getenv("LOG_MANAGER_PASSWORD"),
+        }
+        url = f"{self.base_url}/log-manager/{node_ip}:{self.log_manager_port}/api/v1/tokens"
+        try:
+            res = self.session.post(url, json=payload, timeout=30)
+            if res.status_code != 200:
+                raise Exception(f"Failed to get authentication token: {res.status_code}")
+            token_data = res.json()
+            if "token" not in token_data:
+                raise Exception("Invalid token response format")
+            self.token = token_data["token"]
+            logger.info(f"Token obtained successfully from {url}")
+            return self.token
+        except Exception as e:
+            logger.error(f"Error getting token from {url}: {e}")
+            raise
+    
+    def collect_node_logs(self, node_ip: str, log_paths: List[str], patterns: List[Dict],
+                         max_entries: int = None, tail_lines: int = 1000,
+                         start_time_ts: int = None, end_time_ts: int = None) -> List[LogEntry]:
+        """Collect logs from a node based on patterns with optional time filtering"""
+        if not self.token:
+            self.get_token(node_ip)
+            
+        all_matched_lines = []
+        
+        # Convert timestamps to string format expected by the API
+        start_time_str = None
+        end_time_str = None
+        
+        if start_time_ts:
+            start_time_str = datetime.fromtimestamp(start_time_ts).strftime('%Y-%m-%d %H:%M:%S')
+        if end_time_ts:
+            end_time_str = datetime.fromtimestamp(end_time_ts).strftime('%Y-%m-%d %H:%M:%S')
+        
+        logger.info(f"Collecting node logs with time window: {start_time_str} to {end_time_str}")
+        
+  
+        try:
+            node_results = self._collect_from_node(
+                node_ip, log_paths, patterns, max_entries, tail_lines,
+                start_time_str, end_time_str
+            )
+            all_matched_lines.extend(node_results)
+            
+            if max_entries and len(all_matched_lines) >= max_entries:
+                return all_matched_lines[:max_entries]
+            
+            return all_matched_lines
+                
+        except Exception as e:
+            logger.error(f"Failed to collect from node {node_ip}: {e}")
+            return []
+    
+    def _collect_from_node(self, node_ip: str, log_paths: List[str], patterns: List[Dict],
+                          max_entries: int, tail_lines: int,
+                          start_time_str: str = None, end_time_str: str = None) -> List[LogEntry]:
+        """Collect logs from a single node with optional time filtering"""
+        matched_lines = []
+        
+        for log_path in log_paths:
+            if max_entries and len(matched_lines) >= max_entries:
+                break
+                
+            log_filename = log_path.split('/')[-1]
+            regex_pattern = None
+            if len(patterns) == 1 and patterns[0].get('regex'):
+                regex_pattern = patterns[0].get('regex') 
+   
+            try:
+                content = self._get_log_content(
+                    node_ip, log_filename, tail_lines, 
+                    start_time=start_time_str, end_time=end_time_str,
+                    regex_pattern=regex_pattern
+                )
+                # if there is only one pattern, use the regex pattern to filter the log
+                for line_num, line in enumerate(content.split('\n')):
+                    if max_entries and len(matched_lines) >= max_entries:
+                        break
+                    
+                    line = line.strip()
+                    if not line:
+                        continue
+
+                    if not patterns:
+                        matched_lines.append(LogEntry(message=line, fields={}))
+                        continue
+
+                    for pattern_info in patterns:
+                        regex_pattern = pattern_info.get('regex')
+                        if not regex_pattern:
+                            continue
+                        try:
+                            match = re.search(regex_pattern, line)
+                            if match:
+                                fields = match.groupdict()
+                                matched_lines.append(LogEntry(
+                                    message=line,
+                                    fields=fields
+                                ))
+                                break
+                        except re.error as e:
+                            logger.warning(f"Invalid regex pattern '{regex_pattern}': {e}")
+                            continue
+            except Exception as e:
+                logger.error(f"Error processing {node_ip}:{log_path}: {e}")
+                continue
+                
+        return matched_lines 
+    
+    def _get_log_content(self, node_ip: str, log_filename: str, lines: int = 1000, 
+                        tail_mode: bool = True, start_time: str = None, end_time: str = None, regex_pattern: str = None) -> str:
+        """Get log content from specific node with optional time filtering"""
+        # Correct URL: {base_url}/log-manager/{node_ip}:{port}/api/v1/node-logs/{log_filename}
+        url = f"{self.base_url}/log-manager/{node_ip}:{self.log_manager_port}/api/v1/node-logs/{log_filename}"
+        params = {
+            "token": self.token,
+            "lines": lines
+        }
+        if tail_mode:
+            params["tail-mode"] = "true"
+        if start_time:
+            params["start-time"] = start_time
+        if end_time:
+            params["end_time"] = end_time
+        if regex_pattern:
+            params["log-regex"] = regex_pattern
+        try:
+            response = self.session.get(url, params=params, timeout=60)
+            response.raise_for_status()
+            return response.text
+        except Exception as e:
+            logger.error(f"Failed to get log content from {node_ip}:{log_filename}: {e}")
+            raise
+
+class JobMetadataClient:
+    """Client for collecting job metadata from PAI"""
+    
+    def __init__(self):
+        pass
+    
+    def get_job_metadata(self) -> Dict[str, Any]:
+        """Get metadata for all jobs (basic job list without attempts)"""
+        query = "restserver/jobs?offset=0&limit=49999&withTotalCount=true&order=completionTime"
+        job_metadatas = RequestUtil.openpai_query(query)
+        
+        if not job_metadatas:
+            return {}
+            
+        data = job_metadatas.get("data", [])
+        formatted_metadata = {}
+        
+        for job in data:
+            job_key = f'{job["username"]}~{job["name"]}'
+            formatted_metadata[job_key] = job
+        
+        return formatted_metadata
+    
+    def get_job_attempt_metadata(self, job_key, attempt_id, job_data=None):
+        """Get detailed metadata for a specific job attempt/retry"""        
+        attempt_metadata = self.fetch_job_attempt_metadata(job_key, attempt_id) 
+        if not attempt_metadata:
+            return None
+
+        # Create unique key for this attempt
+        attempt_key = f"{job_key}~{attempt_id}"
+        # Merge basic job data with attempt-specific data
+        if not job_data:
+            job_data = {}
+        attempt_data = job_data.copy()
+        attempt_data.update({
+            "attemptId": attempt_id,
+            'jobPriority': attempt_data.get("jobPriority") if attempt_data.get("jobPriority") else 'default',
+            "state": attempt_metadata.get("jobStatus", {}).get("attemptState"),
+            "attemptState": attempt_metadata.get("jobStatus", {}).get("attemptState"),
+            "createdTime": attempt_metadata.get("jobStatus", {}).get("appCreatedTime"),
+            "launchedTime": attempt_metadata.get("jobStatus", {}).get("appLaunchedTime", None),
+            "completedTime": attempt_metadata.get("jobStatus", {}).get("appCompletedTime", None),
+            "submissionTime": attempt_metadata.get("jobStatus", {}).get("submissionTime"),
+            "taskRoles": attempt_metadata.get("taskRoles", {}),
+            "job_id": attempt_key,
+            "exitSpec": attempt_metadata.get("exitSpec"),
+            "nodes": self.get_nodes_in_attempt(attempt_metadata)
+        })
+        attempt_data.update({
+            'submissionDatetime': pd.to_datetime(attempt_data.get("submissionTime"), unit='ms'),
+            'launchedDatetime': pd.to_datetime(attempt_data.get("launchedTime"), unit='ms'),
+            'completedDatetime': pd.to_datetime(attempt_data.get("completedTime"), unit='ms') if attempt_data.get("completedTime") else None,
+            'createdDatetime': pd.to_datetime(attempt_data.get("createdTime"), unit='ms')
+                    })
+        return attempt_data
+    
+    def get_job_attempts_metadata(self, start_time: int, end_time: int, job_finish=False) -> Dict[str, Any]:
+        """
+        Get metadata for all job attempts within the specified time window.
+        Each attempt is treated as a separate job for analysis purposes.
+        
+        Args:
+            start_time: Start timestamp in seconds
+            end_time: End timestamp in seconds
+            
+        Returns:
+            Dictionary where each key is 'username~jobname~attemptId' and value is attempt metadata
+        """
+        # First get all jobs
+        basic_jobs = self.get_job_metadata()
+        all_attempts = {}
+        
+        for job_key, job_data in basic_jobs.items():
+            try:
+                # Get all attempts for this job
+                attempts = job_data.get("retries", 0)
+                
+                for attempt_id in range(attempts+1):
+                    if (job_data.get("completedTime") or start_time * 1000) < start_time * 1000:
+                        # Job completed before the time window
+                        continue
+                    # Get detailed metadata for this attempt
+                    attempt_metadata = self.get_job_attempt_metadata(job_key, attempt_id, job_data)
+                    if not attempt_metadata:
+                        continue                    # Check if this attempt was active during the time window
+                    attempt_start = attempt_metadata.get("createdTime")
+                    attempt_end = attempt_metadata.get("completedTime")
+                    
+                    if attempt_start:
+                        attempt_start_sec = attempt_start / 1000
+                        attempt_end_sec = attempt_end / 1000 if attempt_end else end_time
+                        
+                        if job_finish and attempt_end is None:
+                            # Skip attempts that are not finished
+                            continue
+                        
+                        # Attempt was active during the time window
+                        if (attempt_start_sec < end_time and attempt_end_sec >= start_time):
+                            attempt_key = attempt_metadata.get("job_id", f"{job_key}~{attempt_id}")
+                            # Store attempt metadata
+                            all_attempts[attempt_key] = attempt_metadata
+                            
+            except Exception as e:
+                logger.error(f"Error processing attempts for job {job_key}: {e}")
+                continue
+        
+        return all_attempts
+    
+    def get_filtered_job_attempts(self, start_time: int, end_time: int, 
+                                 filters) -> Dict[str, Any]:
+        """
+        Get metadata for job attempts within the specified time window with optional filtering.
+        Each attempt is treated as a separate job for analysis purposes.
+        
+        Args:
+            start_time: Start timestamp in seconds
+            end_time: End timestamp in seconds
+            filters: Optional filters to filter by (e.g., {"status": ["FAILED", "SUCCEEDED"]})
+                   If None, includes all attempts regardless of state
+            
+        Returns:
+            Dictionary where each key is 'username~jobname~attemptId' and value is attempt metadata
+        """
+        all_attempts = self.get_job_attempts_metadata(start_time, end_time)
+        
+        filtered_attempts_keys = []
+        for job_name, job_info in all_attempts.items():            
+            if filters.get('status'):
+                status = filters.get('status')
+                if job_info.get('state').lower() in status:
+                    filtered_attempts_keys.append(job_name)
+            else:
+                filtered_attempts_keys.append(job_name)
+            if job_name in filtered_attempts_keys:
+                if filters.get('job_instance_count_more_than'):
+                    if int(job_info.get('totalTaskNumber')) <= int(filters.get('job_instance_count_more_than')):
+                        filtered_attempts_keys.remove(job_name)
+                if filters.get('runtime_more_than'):
+                    filter_runtime = parse_interval(filters.get('runtime_more_than'))
+                    job_completed_time = job_info.get('completedTime') if job_info.get('completedTime') is not None else end_time * 1000
+                    if (job_completed_time - job_info.get('launchedTime')) / 1000 < filter_runtime:
+                        filtered_attempts_keys.remove(job_name)
+
+        filtered_attempts = {key: all_attempts[key] for key in filtered_attempts_keys}
+        return filtered_attempts
+    
+    def get_nodes_in_attempt(self, attempt_data: Dict[str, Any]) -> Dict[str, Any]:
+        """Get nodes in attempt"""
+        nodes = {}
+        for task_role_name, task_role_data in attempt_data.get('taskRoles', {}).items():
+            for task_status in task_role_data.get('taskStatuses', []):
+                node_name = task_status.get('containerNodeName', None)
+                task_state = task_status.get('taskState', None)
+                exit_spec = task_status.get('containerExitSpec', {})
+                if node_name:
+                    nodes[node_name] = {
+                        "task_state": task_state,
+                        "exit_spec": exit_spec,
+                        "task_role_index": task_status.get('taskIndex', None)
+                    }
+        return nodes
+    
+    
+    def get_filtered_job_nodes(self, start_time: int, end_time: int, 
+                                 filters) -> List[str]:
+        """Get nodes in filtered job attempts"""
+        filtered_attempts = self.get_filtered_job_attempts(start_time, end_time, filters)
+        nodes = []
+        for attempt_key, attempt_data in filtered_attempts.items():
+            nodes.extend(self.get_nodes_in_attempt(attempt_data).keys())
+        return nodes
+
+    
+    def fetch_job_attempt_metadata(self, job_name: str, job_retry_id: int = 0) -> Optional[Dict[str, Any]]:
+        """Get detailed metadata for a specific job attempt/retry"""
+        query = f"restserver/jobs/{job_name}/attempts/{job_retry_id}/"
+        attempt_metadata = RequestUtil.openpai_query(query)
+        
+        if not attempt_metadata:
+            return None
+            
+        return attempt_metadata
+    
+    def get_job_attempts_list(self, job_name: str) -> List[int]:
+        """Get list of all attempt IDs for a job"""
+        query = f"restserver/jobs/{job_name}/attempts"
+        attempts_data = RequestUtil.openpai_query(query)
+        
+        if not attempts_data:
+            return []
+            
+        attempts = attempts_data.get("attempts", [])
+        return [attempt.get("attemptId", 0) for attempt in attempts if attempt.get("attemptId") is not None]
+    
+    def get_job_list(self, end_time_stamp: int, time_offset: str, finished: bool = False) -> List[str]:
+        """
+        Get list of job attempts within time window.
+        Each attempt is treated as a separate job for analysis purposes.
+        
+        Args:
+            end_time_stamp: End timestamp in seconds
+            time_offset: Time offset string (e.g., "1h", "30m")
+            finished: If True, only return completed attempts
+            
+        Returns:
+            List of job attempt keys in format 'username~jobname~attemptId'
+        """
+        start_time = end_time_stamp - parse_interval(time_offset)
+        
+        # Get all attempts within the time window
+        all_attempts = self.get_job_attempts_metadata(start_time, end_time_stamp)
+        
+        filtered_attempts = []
+        for attempt_key, attempt_data in all_attempts.items():
+            attempt_state = attempt_data.get("attemptState", None)
+            completed_time = attempt_data.get("completedTime", None)
+            
+            if finished:
+                # Only include completed attempts
+                if completed_time and attempt_state in ["SUCCEEDED", "FAILED", "STOPPED", "TIMEOUT"]:
+                    filtered_attempts.append(attempt_key)
+            else:
+                # Include all attempts (running, completed, failed, etc.)
+                filtered_attempts.append(attempt_key)
+        
+        return filtered_attempts
+    
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/monitor/executor.py b/src/alert-manager/src/node-failure-detection/monitor/executor.py
new file mode 100644
index 00000000..fbd8ea51
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/executor.py
@@ -0,0 +1,380 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Execution Engine for Monitor Service
+
+Executes data collection based on specifications.
+"""
+
+import time
+import logging
+import re
+from typing import Dict, Any
+from datetime import datetime, timezone
+from dataclasses import asdict
+
+from models import DataCollectionSpec, CollectionResult
+from resolver import NodeJobResolver
+from data_sources import (
+    PrometheusClient, JobLogsClient, NodeLogsClient, JobMetadataClient, parse_interval
+)
+
+logger = logging.getLogger(__name__)
+
+class ExecutionEngine:
+    """Executes data collection based on specifications"""
+    
+    def __init__(self, prometheus_client: PrometheusClient, job_logs_client: JobLogsClient,
+                 node_logs_client: NodeLogsClient, job_metadata_client: JobMetadataClient):
+        self.prometheus_client = prometheus_client
+        self.job_logs_client = job_logs_client
+        self.node_logs_client = node_logs_client
+        self.job_metadata_client = job_metadata_client
+        self.resolver = NodeJobResolver(job_metadata_client)
+    
+    def execute_collection(self, spec: DataCollectionSpec, window_start: int = None, window_end: int = None) -> CollectionResult:
+        """Execute data collection according to specification
+        
+        Args:
+            spec: The data collection specification
+            window_start: Optional start timestamp for the collection window (Unix timestamp)
+            window_end: Optional end timestamp for the collection window (Unix timestamp)
+        """
+        start_time = time.time()
+        
+        result = CollectionResult(
+            spec_id=spec.spec_id,
+            collection_timestamp=datetime.now(timezone.utc).isoformat(),
+            status="success",
+            metrics_data={},
+            job_logs={},
+            node_logs={},
+            historical_data={},
+            nodes_collected={},
+            collection_duration=0.0,
+            errors=[]
+        )
+        
+        try:
+            # Calculate time window first
+            if window_start is not None and window_end is not None:
+                # Use provided window times
+                start_time_ts = window_start
+                end_time_ts = window_end
+                logger.info(f"Using provided time window: {start_time_ts} to {end_time_ts} for spec {spec.spec_id}")
+            elif window_start is None:
+                # Initialize end_time_ts
+                if window_end is not None:
+                    end_time_ts = window_end
+                else:
+                    end_time_ts = int(time.time())
+                
+                time_offset = spec.schedule.get('interval') if spec.schedule and spec.schedule.get('interval') else spec.time_window.get('relative_start') if spec.time_window and spec.time_window.get('relative_start') else '1h'
+                if not time_offset:
+                    logger.error(f"Spec {spec.spec_id} is missing both schedule interval and time_window.relative_start. Cannot proceed.")
+                    raise ValueError("No time window specified")
+                start_time_ts = end_time_ts - parse_interval(time_offset)
+                logger.info(f"Using calculated time window from schedule: {start_time_ts} to {end_time_ts} for spec {spec.spec_id}")
+            else:
+                logger.error(f"Spec {spec.spec_id} is missing both window_start and window_end. Cannot proceed.")
+                raise ValueError("No time window specified")
+            end_time_ts = int(end_time_ts)
+            start_time_ts = int(start_time_ts)
+            time_offset = f"{int(end_time_ts - start_time_ts)}s"
+            
+            result.window_start = start_time_ts
+            result.window_end = end_time_ts
+            result.time_offset = time_offset
+            
+            # Resolve target nodes and jobs
+            target_nodes = {}
+            target_jobs = {}
+            
+            if spec.target_nodes:
+                target_nodes = self.resolver.resolve_nodes(spec.target_nodes.get('node_selector', {}), end_time_ts, time_offset)
+                result.nodes_collected = target_nodes  # keep as dict
+            
+            if spec.target_jobs:
+                target_jobs = self.resolver.resolve_jobs(spec.target_jobs.get('job_selector', {}), end_time_ts, time_offset)
+                
+            # Collect metrics
+            self._collect_metrics(spec, result, target_nodes, start_time_ts, end_time_ts)
+            
+            # Collect logs
+            self._collect_logs(spec, result, target_nodes, target_jobs, start_time_ts, end_time_ts)
+            
+            # Collect API data
+            self._collect_api_data(spec, result, target_nodes, target_jobs)
+            
+            if result.errors:
+                result.status = "partial" if result.metrics_data or result.job_logs or result.node_logs else "failed"
+            
+        except Exception as e:
+            result.status = "failed"
+            result.errors.append(str(e))
+            logger.error(f"Execution failed for spec {spec.spec_id}: {e}")
+        
+        result.collection_duration = round(time.time() - start_time, 2)
+        return result
+    
+    def _collect_metrics(self, spec: DataCollectionSpec, result: CollectionResult, 
+                        target_nodes: dict, start_time_ts: int, end_time: int):
+        """Collect metrics from Prometheus with node constraints"""
+        for req in spec.metrics_requirements:
+            try:
+                if req.get('source') == 'prometheus':
+                    query = req.get('query')
+                    if target_nodes and spec.target_nodes.get('node_selector', None) is not None:
+                        metric_data = self._collect_metrics_with_adaptive_batching(
+                            req, query, target_nodes, start_time_ts, end_time
+                        )
+                    else:
+                        metric_data = self._collect_metrics_simple(
+                            req, query, start_time_ts, end_time
+                        )
+                    # Group metrics by node name
+                    if target_nodes:
+                        grouped_metrics = self._group_metrics_by_node(metric_data, target_nodes)
+                        result.metrics_data[req['name']] = grouped_metrics
+                    else:
+                        result.metrics_data[req['name']] = metric_data
+                else:
+                    raise ValueError(f"Invalid metric source: {req.get('source')}")
+            except Exception as e:
+                error_msg = f"Failed to collect metric {req['name']}: {e}"
+                logger.error(error_msg)
+                result.errors.append(error_msg)
+
+    def _collect_metrics_with_adaptive_batching(self, req: dict, query: str, target_nodes: dict, 
+                                               start_time_ts: int, end_time: int) -> dict:
+        """Collect metrics using adaptive batch sizing"""
+        initial_batch_size = req.get('node_batch_size', 256)
+        min_batch_size = req.get('min_batch_size', 16)
+        
+        collection_stats = {
+            'total_queries': 0,
+            'successful_queries': 0,
+            'failed_queries': 0,
+            'nodes_requested': len(target_nodes),
+            'nodes_collected': 0,
+            'total_results': 0,
+            'adaptive_batching_used': True
+        }
+        
+        all_metric_data = []
+        node_names = list(target_nodes.keys())
+        remaining_nodes = node_names.copy()
+        current_batch_size = initial_batch_size
+        
+        while remaining_nodes and current_batch_size >= min_batch_size:
+            # Execute batch query
+            batch_nodes = remaining_nodes[:current_batch_size]
+            batch_ips = [target_nodes[node].get('host_ip') or target_nodes[node].get('ip') for node in batch_nodes]
+            batch_query = self._build_node_filtered_query(query, batch_ips)
+            
+            collection_stats['total_queries'] += 1
+            logger.info(f"Query {collection_stats['total_queries']}: trying batch size {current_batch_size} with {len(batch_nodes)} nodes")
+            
+            try:
+                batch_data = self.prometheus_client.query_range(
+                    query=batch_query,
+                    start_time=start_time_ts,
+                    end_time=end_time,
+                    step=req.get('step', '30s')
+                )
+                
+                if batch_data:
+                    all_metric_data.extend(batch_data['result'])
+                    collection_stats['successful_queries'] += 1
+                    logger.info(f"Query {collection_stats['total_queries']} successful: {len(batch_data['result'])} results")
+                    
+                    # Remove successful nodes and try to increase batch size
+                    remaining_nodes = remaining_nodes[current_batch_size:]
+
+                else:
+                    collection_stats['failed_queries'] += 1
+                    logger.warning(f"Query {collection_stats['total_queries']} returned no data")
+                    current_batch_size = max(current_batch_size // 2, min_batch_size)
+                    logger.info(f"Reducing batch size to {current_batch_size}")
+                    
+            except Exception as e:
+                collection_stats['failed_queries'] += 1
+                logger.error(f"Query {collection_stats['total_queries']} failed: {e}")
+                current_batch_size = max(current_batch_size // 2, min_batch_size)
+                logger.info(f"Reducing batch size to {current_batch_size}")
+                
+                # Skip nodes if we've reached minimum batch size and still failing
+                if current_batch_size == min_batch_size:
+                    logger.warning(f"Skipping {len(batch_nodes)} nodes after repeated failures")
+                    remaining_nodes = remaining_nodes[current_batch_size:]
+                    current_batch_size = initial_batch_size
+        
+        collection_stats['nodes_collected'] = len(node_names) - len(remaining_nodes)
+        collection_stats['total_results'] = len(all_metric_data)
+        return {
+            'results': all_metric_data,
+            'stats': collection_stats
+        }
+    
+    def _build_node_filtered_query(self, query: str, batch_ips: list) -> str:
+        """Build a Prometheus query with node filters"""
+        original_filter_regex = r'\{(.*)\}'
+        original_filters = re.findall(original_filter_regex, query)
+        
+        node_filters = []
+        for node_ip in batch_ips:
+            node_filters.append(f'{node_ip}:[0-9]*')
+        
+        node_filter = '|'.join(node_filters)
+        node_filter = f'instance=~"{node_filter}"'
+        
+        if 'instance=~' in query:
+            match = re.search(r'instance=~["\']([^"\']*)["\']', query)
+            if match:
+                query = query.replace(match.group(0), node_filter)
+        elif original_filters:
+            for original_filter in original_filters:
+                new_filter = original_filter+','+node_filter
+                query = query.replace(original_filter, new_filter)
+        else:
+            query = query + '{' + node_filter + '}'
+        
+        return query
+    
+    def _collect_metrics_simple(self, req: dict, query: str, start_time_ts: int, end_time: int) -> dict:
+        """Collect metrics without node constraints"""
+        return self.prometheus_client.query_range(
+            query=query,
+            start_time=start_time_ts,
+            end_time=end_time,
+            step=req.get('step', '30s')
+        )
+
+    def _group_metrics_by_node(self, metric_data: dict, target_nodes: dict) -> dict:
+        """Group metric results by node name"""
+        grouped = {}
+        
+        # Initialize empty lists for all target nodes
+        for node_name in target_nodes.keys():
+            grouped[node_name] = []
+        
+        # Get results from metric_data
+        results = metric_data.get('results', []) if isinstance(metric_data, dict) else []
+        if isinstance(metric_data, dict) and 'data' in metric_data and 'result' in metric_data['data']:
+            results = metric_data['data']['result']
+        
+        # Group results by matching node IP to node name
+        for entry in results:
+            instance = entry.get('metric', {}).get('instance', '')
+            entry_ip = instance.split(':')[0] if ':' in instance else instance
+            
+            # Find the node name that matches this IP
+            matched_node = None
+            for node_name, node_meta in target_nodes.items():
+                node_ip = node_meta.get('host_ip') or node_meta.get('ip', '')
+                if node_ip == entry_ip:
+                    matched_node = node_name
+                    break
+            
+            # Add to the appropriate node's results
+            if matched_node:
+                grouped[matched_node].append(entry)
+            else:
+                # If no match found, try to match by node name
+                node_name = entry.get('node_name', '')
+                if node_name:
+                    grouped[node_name].append(entry)
+        
+        # Add collection stats if available
+        if isinstance(metric_data, dict) and 'stats' in metric_data:
+            grouped['_collection_stats'] = metric_data['stats']
+        
+        return grouped
+    
+    def _collect_logs(self, spec: DataCollectionSpec, result: CollectionResult,
+                     target_nodes: dict, target_jobs: dict, start_time_ts: int, end_time_ts: int):
+        """Collect logs from various sources with appropriate time handling"""
+        
+        for req in spec.logs_requirements:
+            try:
+                if req.get('source') == 'job_logs':
+                    # Job logs are stream-based and don't support time window filtering
+                    # Collect current/recent logs only
+                    logger.info(f"Collecting job logs for {req['name']} (no time window filtering - stream-based)")
+                    if not target_jobs or len(target_jobs) == 0:
+                        time_offset = f"{int(end_time_ts - start_time_ts)}s"
+                        target_jobs = self.resolver.resolve_jobs({}, end_time_ts, time_offset)
+                    for job_key, job_meta in target_jobs.items():
+                        job_name = f'{job_meta.get("username")}~{job_meta.get("name")}'
+                        log_contents = self.job_logs_client.get_job_logs(
+                            job_name=job_name,
+                            job_meta=job_meta,
+                            tail=req.get('tail', False)
+                        )
+                        if log_contents:
+                            # Initialize job entry in job_logs if not exists
+                            if job_key not in result.job_logs:
+                                result.job_logs[job_key] = {}
+                            
+                            for node_name, content in log_contents.items():
+                                log_entries = self.job_logs_client.parse_logs_with_patterns(
+                                    log_content=content,
+                                    patterns=req.get('patterns', []),
+                                    max_entries=req.get('max_entries')
+                                )
+                                if len(log_entries) > 0:
+                                    result.job_logs[job_key][node_name] = log_entries
+                            if len(result.job_logs[job_key]) == 0:
+                                result.job_logs.pop(job_key)
+                                    
+                elif req.get('source') == 'node_logs':
+                    # Node logs are collected per node and grouped by log requirement name
+                    log_name = req['name']
+                    
+                    # Initialize log entry in node_logs if not exists
+                    if log_name not in result.node_logs:
+                        result.node_logs[log_name] = {}
+                    
+                    for node_name, node_meta in target_nodes.items():
+                        log_entries = self.node_logs_client.collect_node_logs(
+                            node_ip=node_meta.get('host_ip', ''),
+                            log_paths=req.get('log_paths', []),
+                            patterns=req.get('patterns', []),
+                            max_entries=req.get('max_entries'),
+                            tail_lines=req.get('tail_lines'),
+                            start_time_ts=start_time_ts,
+                            end_time_ts=end_time_ts
+                        )
+                        
+                        # Group node logs by node name within the log requirement
+                        if node_name not in result.node_logs[log_name]:
+                            result.node_logs[log_name][node_name] = []
+                        result.node_logs[log_name][node_name].extend([asdict(entry) for entry in log_entries])
+                        
+                else:
+                    raise ValueError(f"Invalid log source: {req.get('source')}")
+            except Exception as e:
+                error_msg = f"Failed to collect logs {req['name']}: {e}"
+                logger.error(error_msg)
+                result.errors.append(error_msg)
+    
+    def _collect_api_data(self, spec: DataCollectionSpec, result: CollectionResult, target_nodes: dict, target_jobs: dict):
+        """Collect API data with node and job constraints"""
+        for req in spec.api_requirements:
+            try:
+                if req.get('source') == 'job_metadata':
+                    # Filter job metadata by target jobs if specified
+                    if target_jobs:
+                        result.historical_data[req['name']] = target_jobs
+                    else:
+                        raise ValueError("No target jobs specified")
+                else:
+                    raise ValueError(f"Invalid API source: {req.get('source')}")
+                    
+            except Exception as e:
+                error_msg = f"Failed to collect API data {req['name']}: {e}"
+                logger.error(error_msg)
+                result.errors.append(error_msg)
+
+ 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/monitor/models.py b/src/alert-manager/src/node-failure-detection/monitor/models.py
new file mode 100644
index 00000000..161b01ee
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/models.py
@@ -0,0 +1,41 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Data Models for Monitor Service
+
+Contains all data structures and models used across the monitor service.
+"""
+
+from typing import Any, Dict, List, Optional
+from dataclasses import dataclass
+
+@dataclass
+class CollectionResult:
+    """Standardized result format for data collection"""
+    spec_id: str
+    collection_timestamp: str
+    status: str  # "success", "partial", "failed"
+    metrics_data: Dict[str, Any]  # Grouped by node name: {node_name: [metric_entries]}
+    job_logs: Dict[str, Dict[str, List[Dict[str, Any]]]]  # {job_name: {node_name: [log_entries]}}
+    node_logs: Dict[str, Dict[str, List[Dict[str, Any]]]]  # {log_name: {node_name: [log_entries]}}
+    historical_data: Dict[str, Any]
+    nodes_collected: Dict[str, Any]  # Node metadata: {node_name: node_metadata}
+    collection_duration: float
+    errors: List[str]
+
+class DataCollectionSpec:
+    """Data structure for collection specifications"""
+    def __init__(self, spec_dict: Dict[str, Any]):
+        self.raw = spec_dict
+        self.spec_id = spec_dict.get('spec_id')
+        self.request_type = spec_dict.get('request_type')
+        self.priority = spec_dict.get('priority')
+        self.schedule = spec_dict.get('schedule')
+        self.target_nodes = spec_dict.get('target_nodes')
+        self.target_jobs = spec_dict.get('target_jobs')
+        self.time_window = spec_dict.get('time_window')
+        self.metrics_requirements = spec_dict.get('metrics_requirements', [])
+        self.logs_requirements = spec_dict.get('logs_requirements', [])
+        self.api_requirements = spec_dict.get('api_requirements', [])
+
diff --git a/src/alert-manager/src/node-failure-detection/monitor/monitor_service.py b/src/alert-manager/src/node-failure-detection/monitor/monitor_service.py
new file mode 100644
index 00000000..b85c4903
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/monitor_service.py
@@ -0,0 +1,94 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Main Monitor Service
+
+The central orchestrator for the Monitor Service that coordinates all components.
+"""
+
+import logging
+from typing import Dict, Any
+
+from models import DataCollectionSpec, CollectionResult
+from validator import SpecificationValidator
+from scheduler import PatternScheduler
+from executor import ExecutionEngine
+from data_sources import (
+    PrometheusClient, JobLogsClient, NodeLogsClient, JobMetadataClient
+)
+
+logger = logging.getLogger(__name__)
+
+class MonitorService:
+    """Main Monitor Service orchestrator"""
+    
+    def __init__(self, redis_client=None):
+        # Initialize data source clients
+        self.prometheus_client = PrometheusClient()
+        self.job_logs_client = JobLogsClient()
+        self.node_logs_client = NodeLogsClient()
+        self.job_metadata_client = JobMetadataClient()
+        
+        # Initialize service components
+        self.validator = SpecificationValidator()
+        self.executor = ExecutionEngine(
+            prometheus_client=self.prometheus_client,
+            job_logs_client=self.job_logs_client,
+            node_logs_client=self.node_logs_client,
+            job_metadata_client=self.job_metadata_client
+        )
+        self.scheduler = PatternScheduler(execution_engine=self.executor, redis_client=redis_client)
+        
+        logger.info("Monitor Service initialized")
+    
+    def process_specification(self, spec_dict: Dict[str, Any]) -> CollectionResult:
+        """Main entry point for processing data collection specifications"""
+        spec = DataCollectionSpec(spec_dict)
+        
+        # Validate specification
+        validation_result = self.validator.validate(spec)
+        if not validation_result['is_valid']:
+            logger.error(f"Specification validation failed: {validation_result['errors']}")
+            return self._create_error_result(spec, validation_result['errors'])
+        
+        # Log warnings if any
+        if validation_result['warnings']:
+            logger.warning(f"Specification warnings: {validation_result['warnings']}")
+        
+        # Process based on request type
+        if spec.request_type == "pattern":
+            return self._process_pattern_request(spec)
+        elif spec.request_type == "investigation":
+            return self._process_investigation_request(spec)
+        else:
+            error_msg = f"Invalid request type: {spec.request_type}"
+            logger.error(error_msg)
+            return self._create_error_result(spec, [error_msg])
+    
+    def _process_pattern_request(self, spec: DataCollectionSpec) -> CollectionResult:
+        """Process pattern-based data collection request"""
+        # Schedule for continuous monitoring
+        if spec.schedule and spec.schedule.get('enabled', False):
+            logger.info(f"Scheduling pattern {spec.spec_id} for continuous monitoring")
+            self.scheduler.schedule_spec(spec)
+        
+        # Execute immediate collection
+        logger.info(f"Executing immediate collection for pattern {spec.spec_id}")
+        result = self.executor.execute_collection(spec)
+        # Write immediate collection result to store using scheduler's method
+        self.scheduler._write_result_to_store(result, result.window_start, result.window_end, result.time_offset)
+        return result
+    
+    def _process_investigation_request(self, spec: DataCollectionSpec) -> CollectionResult:
+        """Process investigation-based data collection request"""
+        logger.info(f"Executing investigation collection for {spec.spec_id}")
+        result = self.executor.execute_collection(spec)
+        self.scheduler._write_result_to_store(result, result.window_start, result.window_end, result.time_offset)
+        return result
+
+    def shutdown(self):
+        """Shutdown the monitor service"""
+        logger.info("Shutting down Monitor Service")
+        self.scheduler.stop_all()
+        logger.info("Monitor Service shutdown complete") 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/monitor/resolver.py b/src/alert-manager/src/node-failure-detection/monitor/resolver.py
new file mode 100644
index 00000000..527c66bb
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/resolver.py
@@ -0,0 +1,78 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Node and Job Resolver for Monitor Service
+
+Resolves target nodes and jobs based on selectors.
+"""
+
+import logging
+from typing import List, Dict, Any
+from datetime import datetime, timedelta
+from data_sources import JobMetadataClient, PrometheusClient, parse_interval
+
+logger = logging.getLogger(__name__)
+
+class NodeJobResolver:
+    """Resolves target nodes and jobs based on selectors"""
+    
+    def __init__(self, job_metadata_client: JobMetadataClient):
+        self.job_metadata_client = job_metadata_client
+        
+        
+    def filter_node_state(self, start_time, end_time, node_state={}) -> bool:
+        filter_key = 'node_name!~"aks-.*"'
+        if node_state.get('schedulable'):
+            filter_key += ',unschedulable="false"'
+        if node_state.get('available'):
+            filter_key += ',ready="true"'
+        if node_state.get('job_status'):
+            filter_key += ',virtual_cluster=~".+"'
+        
+        
+        query = (
+            'pai_node_count{' + filter_key + '}'
+        )
+        
+        response = PrometheusClient().query_range(query, start_time, end_time)
+        records = {}
+        if response is None:
+            return {}
+        for record in response['result']:
+            host_ip = record["metric"]["host_ip"]
+            node_name = record["metric"]["node_name"]
+            unschedulable = record["metric"]["unschedulable"]
+            ready = record["metric"]["ready"]
+            records[node_name] = {
+                "host_ip": host_ip,
+                "unschedulable": unschedulable,
+                "available": ready
+            }
+        return records
+    
+    def resolve_nodes(self, node_selector: Dict[str, Any], end_time_stamp, time_offset) -> dict:
+        """Resolve nodes based on selector criteria"""
+        start_time_stamp = end_time_stamp - parse_interval(time_offset)
+        filtered_nodes = self.filter_node_state(start_time_stamp, end_time_stamp, node_selector)
+        if node_selector.get('job'): 
+            filtered_job_nodes = self.resolve_jobs(node_selector.get('job'), end_time_stamp, time_offset)
+            # join filtered_nodes and filtered_job_nodes
+            filtered_nodes = {node: filtered_nodes[node] for node in filtered_nodes if any(node in filtered_job_nodes[job]['nodes'] for job in filtered_job_nodes)}
+
+        return filtered_nodes
+    
+    def resolve_jobs(self, job_selector: Dict[str, Any], end_time_stamp, time_offset) -> List[str]:
+        """Resolve jobs based on selector criteria"""
+        try:
+            # Get recent job metadata
+            job_metadatas = self.job_metadata_client.get_filtered_job_attempts(
+                start_time=end_time_stamp - parse_interval(time_offset),
+                end_time=end_time_stamp,
+                filters=job_selector
+            )
+            return job_metadatas
+            
+        except Exception as e:
+            logger.error(f"Error resolving jobs: {e}")
+           
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/monitor/scheduler.py b/src/alert-manager/src/node-failure-detection/monitor/scheduler.py
new file mode 100644
index 00000000..7a33689c
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/scheduler.py
@@ -0,0 +1,249 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Pattern Scheduler for Monitor Service
+
+Manages scheduling of pattern-based data collection.
+"""
+
+import os
+import json
+import threading
+import time
+import logging
+from typing import List, Dict, Optional
+from dataclasses import asdict
+
+from models import DataCollectionSpec, CollectionResult
+from executor import ExecutionEngine
+from data_sources import parse_interval
+
+logger = logging.getLogger(__name__)
+
+class PatternScheduler:
+    """Manages scheduling of pattern-based data collection with strict timing intervals"""
+    
+    def __init__(self, execution_engine: ExecutionEngine, redis_client=None):
+        self.execution_engine = execution_engine
+        self.scheduled_threads: Dict[str, threading.Thread] = {}
+        self.active_specs = {}
+        self.stop_events: Dict[str, threading.Event] = {}
+        
+        # Redis client (passed from service_runner)
+        self.redis = redis_client
+        self.redis_enabled = redis_client is not None
+        
+        self.output_dir = os.getenv('RESULT_OUTPUT_DIR', None)
+        if self.output_dir and not os.path.exists(self.output_dir):
+            os.makedirs(self.output_dir)
+        
+        if self.redis_enabled:
+            logger.info("Scheduler using shared Redis client")
+        else:
+            logger.info("Scheduler running in local-only mode (no Redis client provided)")
+    
+    def schedule_spec(self, spec: DataCollectionSpec):
+        """Schedule a pattern-based spec for periodic execution"""
+        if not spec.schedule or not spec.schedule.get('enabled', False):
+            logger.warning(f"Spec {spec.spec_id} has no enabled schedule")
+            return
+        
+        interval = parse_interval(spec.schedule.get('interval', '60s'))
+        logger.info(f"Scheduling spec {spec.spec_id} every {interval} seconds")
+        
+        # Stop existing thread if any
+        if spec.spec_id in self.scheduled_threads:
+            self._stop_spec_thread(spec.spec_id)
+        
+        self.active_specs[spec.spec_id] = spec
+        self._schedule_periodic(spec, interval)
+    
+    def _schedule_periodic(self, spec: DataCollectionSpec, interval: int):
+        """Schedule periodic execution with strict timing intervals"""
+        stop_event = threading.Event()
+        self.stop_events[spec.spec_id] = stop_event
+        
+        def periodic_runner():
+            """Runner that maintains strict timing intervals"""
+            # Calculate the next execution time based on current time
+            # This ensures we start at the next interval boundary
+            current_time = time.time()
+            next_execution = current_time + interval
+            window_start = int(next_execution) - interval
+            
+            while not stop_event.is_set():
+                try:
+                    # Wait until the next scheduled execution time
+                    wait_time = next_execution - time.time()
+                    if wait_time > 0:
+                        # Use event.wait() so we can be interrupted for stopping
+                        if stop_event.wait(wait_time):
+                            break  # Stop event was set
+                    
+                    # Check if we should still be running
+                    if spec.spec_id not in self.active_specs:
+                        break
+                    
+                    # Execute the collection
+                    execution_start = time.time()
+                    logger.info(f"Executing scheduled spec: {spec.spec_id} at {time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(execution_start))}")
+                    
+                    # Calculate the time window for this execution
+                    # The window should cover the previous interval period
+                    window_end = int(next_execution)  # Current execution time
+                    # window_start = window_end - interval  # Start of the interval period
+                    
+                    logger.info(f"Collection window for {spec.spec_id}: {time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(window_start))} to {time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(window_end))}")
+                    
+                    try:
+                        result = self.execution_engine.execute_collection(spec, window_start, window_end)
+                        self._write_result_to_store(result, window_start, window_end, interval)
+                    except Exception as e:
+                        logger.error(f"Scheduled execution failed for {spec.spec_id}: {e}")
+                    
+                    execution_duration = time.time() - execution_start
+                    logger.debug(f"Execution of {spec.spec_id} took {execution_duration:.2f}s")
+                    
+                    # Calculate next execution time based on the original interval
+                    # This prevents drift by always scheduling relative to the original start time
+                    # next_execution += interval
+                    
+                    # If we're behind schedule, log a warning but continue
+                    window_start = window_end 
+                    if time.time() > window_end + interval:
+                        logger.warning(f"Spec {spec.spec_id} is behind schedule. Execution took {execution_duration:.2f}s, interval is {interval}s")
+                        # Reset to current time + interval to catch up
+                        next_execution = time.time() + interval
+                    else:
+                        next_execution += interval
+                except Exception as e:
+                    logger.error(f"Unexpected error in periodic runner for {spec.spec_id}: {e}")
+                    # Wait a bit before retrying to avoid tight loops
+                    time.sleep(1)
+                    next_execution = time.time() + interval
+        
+        # Start the periodic runner thread
+        thread = threading.Thread(
+            target=periodic_runner,
+            name=f"PatternScheduler-{spec.spec_id}",
+            daemon=True
+        )
+        thread.start()
+        self.scheduled_threads[spec.spec_id] = thread
+    
+    def _stop_spec_thread(self, spec_id: str):
+        """Stop a specific spec's thread"""
+        if spec_id in self.stop_events:
+            self.stop_events[spec_id].set()
+        
+        if spec_id in self.scheduled_threads:
+            thread = self.scheduled_threads[spec_id]
+            if thread.is_alive():
+                thread.join(timeout=5)  # Wait up to 5 seconds for graceful shutdown
+                if thread.is_alive():
+                    logger.warning(f"Thread for spec {spec_id} did not stop gracefully")
+        
+        # Clean up
+        self.scheduled_threads.pop(spec_id, None)
+        self.active_specs.pop(spec_id, None)
+        self.stop_events.pop(spec_id, None)
+    
+    def _write_result_to_store(self, result: CollectionResult, window_start: int = None, window_end: int = None, interval: int = None):
+        """Write result to storage (Redis Streams if enabled, always write to local file)"""
+        # Prepare result data with collection window info if available
+        result_data = asdict(result)
+        if window_start and window_end and interval:
+            result_data['collection_window'] = {
+                'start_time': window_start,
+                'end_time': window_end,
+                'interval_seconds': interval,
+                'start_time_iso': time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime(window_start)),
+                'end_time_iso': time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime(window_end))
+            }
+
+        if self.output_dir:
+            try:
+                redis_key_timestamp = result.collection_timestamp if hasattr(result, 'collection_timestamp') else time.strftime('%Y-%m-%dT%H:%M:%S.%fZ', time.gmtime())
+                stream_result = {
+                    'pattern_id': result.spec_id,
+                    'timestamp': redis_key_timestamp,
+                    'result': json.dumps(result_data),
+                    'source': 'scheduled_pattern'  # Distinguish from on-demand requests
+                }
+                output_file = os.path.join(self.output_dir, f'result_{result.spec_id}_{redis_key_timestamp}.json')
+                with open(output_file, 'w') as f:
+                    json.dump(stream_result, f)
+                logger.debug(f"Wrote backup file for {result.spec_id}")
+            except Exception as e:
+                logger.error(f"Failed to write backup file: {e}")
+        
+        # Write to Redis Streams only if Redis client is available
+        if self.redis_enabled and self.redis:
+            try:
+                self.redis.xadd('monitor_results', stream_result)
+                # Optionally publish notification
+                self.redis.publish('monitor_results', f"pattern:{result.spec_id}:{redis_key_timestamp}")
+                logger.info(f"[Redis] Wrote scheduled result to monitor_results stream for {result.spec_id}")
+            except Exception as e:
+                logger.error(f"[Redis] Failed to write result to stream: {e}")
+        else:
+            logger.info(f"[Local] Result saved to local file for {result.spec_id} (Redis disabled)")
+        
+        # Log result summary
+        logger.info(f"Collection result for {result.spec_id}:")
+        logger.info(f"  Status: {result.status}")
+        logger.info(f"  Duration: {result.collection_duration}s")
+        logger.info(f"  Nodes: {result.nodes_collected}")
+        logger.info(f"  Metrics collected: {list(result.metrics_data.keys())}")
+        logger.info(f"  Job logs: {len(result.job_logs)} jobs")
+        logger.info(f"  Node logs: {len(result.node_logs)} log types")
+        logger.info(f"  Errors: {result.errors}")
+        
+        if window_start and window_end and interval:
+            logger.info(f"  Collection window: {time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(window_start))} to {time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(window_end))} (interval: {interval}s)")
+        
+
+
+    
+    def stop_all(self):
+        """Stop all scheduled tasks"""
+        # Set stop events for all threads
+        for stop_event in self.stop_events.values():
+            stop_event.set()
+        
+        # Wait for all threads to finish
+        for spec_id, thread in self.scheduled_threads.items():
+            if thread.is_alive():
+                thread.join(timeout=5)
+                if thread.is_alive():
+                    logger.warning(f"Thread for spec {spec_id} did not stop gracefully")
+        
+        # Clean up
+        self.scheduled_threads.clear()
+        self.active_specs.clear()
+        self.stop_events.clear()
+        logger.info("All scheduled tasks stopped")
+    
+    def get_schedule_status(self) -> Dict[str, dict]:
+        """Get status of all scheduled specs"""
+        status = {}
+        for spec_id, spec in self.active_specs.items():
+            thread = self.scheduled_threads.get(spec_id)
+            interval = parse_interval(spec.schedule.get('interval', '60s'))
+            current_time = time.time()
+            
+            # Calculate next expected execution time
+            # This is a rough estimate based on the last execution
+            next_execution_estimate = current_time + interval
+            
+            status[spec_id] = {
+                'spec_id': spec_id,
+                'interval': spec.schedule.get('interval', '60s'),
+                'interval_seconds': interval,
+                'thread_alive': thread.is_alive() if thread else False,
+                'active': spec_id in self.active_specs,
+                'next_execution_estimate': next_execution_estimate,
+                'next_execution_estimate_iso': time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime(next_execution_estimate))
+            }
+        return status 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/monitor/service_runner.py b/src/alert-manager/src/node-failure-detection/monitor/service_runner.py
new file mode 100644
index 00000000..a288d506
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/service_runner.py
@@ -0,0 +1,306 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Service Runner for Monitor Service
+
+Handles service initialization, configuration loading, and running.
+"""
+
+import os
+import yaml
+import time
+import logging
+import threading
+import redis
+import json
+from typing import Dict
+from dataclasses import asdict
+
+from monitor_service import MonitorService
+from models import DataCollectionSpec
+from scheduler import PatternScheduler
+
+logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s')
+logger = logging.getLogger(__name__)
+
+class ServiceRunner:
+    """Handles service initialization and running"""
+    
+    def __init__(self, specs_dir: str, redis_enabled=True, redis_host='localhost', redis_port=6379, redis_db=0):
+        self.specs_dir = specs_dir
+        self.specs: Dict[str, DataCollectionSpec] = {}
+        self.monitor_service = None
+        
+        # Redis configuration
+        self.redis_enabled = redis_enabled
+        self.redis_host = redis_host
+        self.redis_port = redis_port
+        self.redis_db = redis_db
+        self.redis_client = None
+        
+        # Threading control
+        self.shutdown_event = threading.Event()
+        self.request_listener_thread = None
+        
+        # Initialize Redis only if enabled
+        if self.redis_enabled:
+            self._init_redis()
+        else:
+            logger.info("Redis disabled - running in local-only mode")
+        
+        # Initialize monitor service with Redis client
+        self.monitor_service = MonitorService(redis_client=self.redis_client)
+        
+        # Load specifications
+        self.load_specs()
+    
+    def _init_redis(self):
+        """Initialize Redis connection and streams"""
+        try:
+            self.redis_client = redis.StrictRedis(
+                host=self.redis_host, 
+                port=self.redis_port, 
+                db=self.redis_db, 
+                decode_responses=True
+            )
+            # Test connection
+            self.redis_client.ping()
+            logger.info(f"Redis connection established: {self.redis_host}:{self.redis_port}")
+            
+            # Create consumer group for collection requests
+            try:
+                self.redis_client.xgroup_create('collection_requests', 'monitor_group', id='0', mkstream=True)
+                logger.info("Created Redis consumer group for collection_requests")
+            except redis.ResponseError as e:
+                if 'BUSYGROUP' not in str(e):
+                    raise
+                logger.info("Redis consumer group already exists")
+                
+        except Exception as e:
+            logger.error(f"Failed to initialize Redis: {e}")
+            logger.warning("Continuing in local-only mode")
+            self.redis_enabled = False
+            self.redis_client = None
+    
+    def _collection_request_listener(self):
+        """Background thread to listen for collection requests from Redis Stream"""
+        if not self.redis_enabled or not self.redis_client:
+            logger.warning("Redis not enabled - request listener will not start")
+            return
+            
+        STREAM_KEY = 'collection_requests'
+        GROUP = 'monitor_group'
+        CONSUMER = 'monitor1'
+        RESULT_STREAM = 'monitor_results'
+        
+        logger.info("Starting collection request listener...")
+        
+        while not self.shutdown_event.is_set():
+            try:
+                # Read new requests from the stream
+                events = self.redis_client.xreadgroup(
+                    GROUP, CONSUMER, {STREAM_KEY: '>'}, 
+                    count=1, block=5000  # 5 second timeout
+                )
+                
+                for stream, messages in events:
+                    for msg_id, fields in messages:
+                        if self.shutdown_event.is_set():
+                            break
+                            
+                        try:
+                            # Parse the request
+                            spec_json = fields['spec']
+                            request_id = fields['request_id']
+                            requested_by = fields.get('requested_by', 'unknown')
+                            
+                            logger.info(f"Processing collection request {request_id} from {requested_by}")
+                            
+                            # Parse and validate the spec
+                            spec_dict = json.loads(spec_json)
+                            
+                            # Process using the main monitor service
+                            result_obj = self.monitor_service.process_specification(spec_dict)
+                            
+                            # Write result to Redis stream
+                            result = {
+                                'pattern_id': result_obj.spec_id,
+                                'timestamp': result_obj.collection_timestamp,
+                                'result': json.dumps(asdict(result_obj)),
+                                'request_id': request_id,
+                                'status': result_obj.status
+                            }
+                            
+                            self.redis_client.xadd(RESULT_STREAM, result)
+                            logger.info(f"Completed collection request {request_id}, status: {result_obj.status}")
+                            
+                            # Acknowledge the message
+                            self.redis_client.xack(STREAM_KEY, GROUP, msg_id)
+                            
+                            # Delete the processed message from the stream
+                            self.redis_client.xdel(STREAM_KEY, msg_id)
+                            logger.debug(f"Deleted processed request {msg_id} from {STREAM_KEY}")
+                            
+                        except Exception as e:
+                            logger.error(f"Error processing collection request {msg_id}: {e}")
+                            # Still acknowledge to avoid reprocessing
+                            self.redis_client.xack(STREAM_KEY, GROUP, msg_id)
+                            # Delete the problematic message from the stream
+                            self.redis_client.xdel(STREAM_KEY, msg_id)
+                            logger.debug(f"Deleted problematic request {msg_id} from {STREAM_KEY}")
+                            
+            except redis.ConnectionError as e:
+                if not self.shutdown_event.is_set():
+                    logger.error(f"Redis connection error in request listener: {e}")
+                    time.sleep(5)  # Wait before retry
+            except Exception as e:
+                if not self.shutdown_event.is_set():
+                    logger.error(f"Unexpected error in request listener: {e}")
+                    time.sleep(1)
+        
+        logger.info("Collection request listener stopped")
+    
+    def load_specs(self):
+        """Load all YAML specs from the specs directory"""
+        if not os.path.exists(self.specs_dir):
+            logger.error(f"Specs directory not found: {self.specs_dir}")
+            return
+        
+        for fname in os.listdir(self.specs_dir):
+            if fname.endswith('.yaml') or fname.endswith('.yml'):
+                path = os.path.join(self.specs_dir, fname)
+                try:
+                    with open(path, 'r') as f:
+                        spec_dict = yaml.safe_load(f)
+                        spec = DataCollectionSpec(spec_dict)
+                        
+                        # Validate spec
+                        validation_result = self.monitor_service.validator.validate(spec)
+                        if validation_result['is_valid']:
+                            self.specs[spec.spec_id] = spec
+                            logger.info(f"Loaded valid spec: {spec.spec_id}")
+                        else:
+                            logger.error(f"Invalid spec {fname}: {validation_result['errors']}")
+                            
+                except Exception as e:
+                    logger.error(f"Error loading spec {fname}: {e}")
+        
+        logger.info(f"Successfully loaded {len(self.specs)} valid specs: {list(self.specs.keys())}")
+    
+    def start_monitoring(self):
+        """Start the monitoring service - schedule all pattern-based specs"""
+        logger.info("Starting Monitor Service...")
+        
+        pattern_specs = [spec for spec in self.specs.values() 
+                        if spec.request_type == "pattern"]
+        # sort the pattern specs by priority from high to low and schedule interval from small to large
+        priority_order = {'high': 1, 'medium': 2, 'low': 3}
+        pattern_specs.sort(key=lambda x: (priority_order[x.priority], x.schedule.get('interval', 0)))
+        
+        for spec in pattern_specs:
+            try:
+                result = self.monitor_service.process_specification(spec.raw)
+                logger.info(f"Processed pattern spec {spec.spec_id}: {result.status}")
+            except Exception as e:
+                logger.error(f"Failed to process spec {spec.spec_id}: {e}")
+        
+        logger.info(f"Processed {len(pattern_specs)} pattern-based specs")
+    
+    def start_request_listener(self):
+        """Start the Redis request listener in a background thread"""
+        if not self.redis_enabled:
+            logger.info("Redis disabled - skipping request listener")
+            return
+            
+        if self.request_listener_thread is not None:
+            logger.warning("Request listener already started")
+            return
+            
+        self.request_listener_thread = threading.Thread(
+            target=self._collection_request_listener,
+            name="CollectionRequestListener",
+            daemon=True
+        )
+        self.request_listener_thread.start()
+        logger.info("Collection request listener started")
+    
+    def run(self):
+        """Run the service"""
+        try:
+            # Start monitoring
+            self.start_monitoring()
+            
+            # Start Redis request listener (only if Redis is enabled)
+            self.start_request_listener()
+            
+            logger.info("Monitor Service is running. Press Ctrl+C to exit.")
+            logger.info("Available specs:")
+            for spec_id, spec in self.specs.items():
+                logger.info(f"  - {spec_id} ({spec.request_type})")
+            
+            if self.redis_enabled:
+                logger.info("Listening for collection requests on Redis stream 'collection_requests'")
+            else:
+                logger.info("Running in local-only mode (Redis disabled)")
+            
+            # Keep running
+            while not self.shutdown_event.is_set():
+                time.sleep(10)
+                
+        except KeyboardInterrupt:
+            logger.info("Shutting down Monitor Service...")
+            self.shutdown()
+        except Exception as e:
+            logger.error(f"Service error: {e}")
+            self.shutdown()
+    
+    def shutdown(self):
+        """Graceful shutdown of the service"""
+        logger.info("Initiating graceful shutdown...")
+        
+        # Signal shutdown to all threads
+        self.shutdown_event.set()
+        
+        # Wait for request listener thread to finish
+        if self.request_listener_thread and self.request_listener_thread.is_alive():
+            logger.info("Waiting for request listener to stop...")
+            self.request_listener_thread.join(timeout=10)
+            if self.request_listener_thread.is_alive():
+                logger.warning("Request listener did not stop gracefully")
+        
+        # Shutdown monitor service
+        if hasattr(self.monitor_service, 'shutdown'):
+            self.monitor_service.shutdown()
+        
+        # Close Redis connection
+        if self.redis_client:
+            try:
+                self.redis_client.close()
+                logger.info("Redis connection closed")
+            except Exception as e:
+                logger.error(f"Error closing Redis connection: {e}")
+        
+        logger.info("Shutdown complete")
+
+def main():
+    """Main execution function"""
+    # Get configuration from environment or use defaults
+    redis_enabled = os.getenv('REDIS_ENABLED', 'true').lower() in ('true', '1', 'yes', 'on')
+    redis_host = os.getenv('REDIS_HOST', 'localhost')
+    redis_port = int(os.getenv('REDIS_PORT', '6379'))
+    redis_db = int(os.getenv('REDIS_DB', '0'))
+    
+    specs_dir = os.path.join(os.path.dirname(__file__), '../config_specs/')
+    
+    runner = ServiceRunner(
+        specs_dir=specs_dir,
+        redis_enabled=redis_enabled,
+        redis_host=redis_host,
+        redis_port=redis_port,
+        redis_db=redis_db
+    )
+    runner.run()
+
+if __name__ == "__main__":
+    main() 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/monitor/validator.py b/src/alert-manager/src/node-failure-detection/monitor/validator.py
new file mode 100644
index 00000000..07b8f95a
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/monitor/validator.py
@@ -0,0 +1,45 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Specification Validator for Monitor Service
+
+Validates DataCollectionSpec for correctness and completeness.
+"""
+
+from typing import Dict, Any
+from models import DataCollectionSpec
+
+class SpecificationValidator:
+    """Validates DataCollectionSpec for correctness and completeness"""
+    
+    def validate(self, spec: DataCollectionSpec) -> Dict[str, Any]:
+        """Validate a specification and return validation result"""
+        errors = []
+        warnings = []
+        
+        # Basic validation
+        if not spec.spec_id:
+            errors.append("spec_id is required")
+        
+        if spec.request_type not in ["pattern", "investigation"]:
+            errors.append("request_type must be 'pattern' or 'investigation'")
+
+        # Schedule validation for pattern requests
+        if spec.request_type == "pattern" and spec.schedule:
+            if spec.schedule.get('enabled', False) and not spec.schedule.get('interval'):
+                errors.append("interval is required when schedule is enabled. {}".format(spec.schedule)) 
+        
+        # Target validation
+        if not spec.target_nodes and not spec.target_jobs:
+            errors.append("Either target_nodes or target_jobs must be specified")
+        
+        # Requirements validation
+        if not spec.metrics_requirements and not spec.logs_requirements and not spec.api_requirements:
+            errors.append("At least one requirement type must be specified")
+        
+        return {
+            "is_valid": len(errors) == 0,
+            "errors": errors,
+            "warnings": warnings
+        } 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-failure-detection/requirements.txt b/src/alert-manager/src/node-failure-detection/requirements.txt
new file mode 100644
index 00000000..ad770d84
--- /dev/null
+++ b/src/alert-manager/src/node-failure-detection/requirements.txt
@@ -0,0 +1,26 @@
+# Dependencies for Node Failure Detection Services (Monitor & Detector)
+
+# Core libraries
+redis>=4.5.0
+requests>=2.28.0
+pyyaml>=6.0
+pandas>=1.5.0
+joblib>=1.2.0
+
+# Data processing and utilities
+dataclasses-json>=0.5.7
+
+# Logging and utilities
+python-dateutil>=2.8.0
+
+# Configuration management and file watching
+watchdog>=2.2.0
+
+# Optional Kubernetes client for ConfigMap support
+kubernetes>=24.0.0
+
+# REST API for configuration management
+flask>=2.2.0
+
+# Scientific computing for ML/AI patterns
+numpy>=1.21.0 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-issue-classifier/classifier.py b/src/alert-manager/src/node-issue-classifier/classifier.py
index 551c4c10..b6861104 100644
--- a/src/alert-manager/src/node-issue-classifier/classifier.py
+++ b/src/alert-manager/src/node-issue-classifier/classifier.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import json
 import os
 import pandas as pd
@@ -5,8 +8,8 @@
 import logging
 from typing import Dict, Tuple
 
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
-
+from ltp_storage.data_schema.node_status import NodeStatus, NodeStatusRecord
+from ltp_storage.data_schema.node_action import NodeAction
 
 # Set up logging
 logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
@@ -17,7 +20,7 @@ class NodeFailure:
     IBPortDown = 'IBPortDown'
     IBLinkFlapping = 'IBLinkFlapping'
     GPUHangingwithSegfault = 'GPUHangingwithSegfault'
-    GPUSMIHanging = 'GPUSMIHanging'
+    AMDGPUSMIHanging = 'AMDGPUSMIHanging'
     MemoryAccessFault = 'MemoryAccessFault'
     GPUHangingwithFenceFallbackTimerExpired = 'GPUHangingwithFenceFallbackTimerExpired'
     IBBandwidthProblem = 'IBBandwidthProblem'
@@ -56,7 +59,7 @@ def _init_mappings(self):
             NodeFailure.IBLinkFlapping: 'IBPortFlapping',
             NodeFailure.GPUHangingwithSegfault: 'AmdGPUHangSegFault',
             NodeFailure.GPUDriverHanging: 'AmdGPUDriverHang',
-            NodeFailure.GPUSMIHanging: 'AmdGPUSMIHang',
+            NodeFailure.AMDGPUSMIHanging: 'AmdGPUSMIHang',
             NodeFailure.MemoryAccessFault: 'AmdGPUHangMemoryAccess',
             NodeFailure.GPUHangingwithFenceFallbackTimerExpired: 'AmdGPUHangFenceFallbackTimer',
             NodeFailure.IBBandwidthProblem: 'SuperBenchRDMAfailure',
@@ -76,11 +79,11 @@ def _init_mappings(self):
             NodeFailure.ModelPerformanceDegradation: NodeFailureCategory.hardware,
             NodeFailure.GPUHangingwithFenceFallbackTimerExpired: NodeFailureCategory.hardware,
             NodeFailure.GPUDriverHanging: NodeFailureCategory.hardware,
-            NodeFailure.GPUSMIHanging: NodeFailureCategory.hardware,
+            NodeFailure.AMDGPUSMIHanging: NodeFailureCategory.hardware,
             NodeFailure.FrontendNetworkIssue: NodeFailureCategory.hardware,
             NodeFailure.DiskError: NodeFailureCategory.hardware,
             NodeFailure.NodeCrash: NodeFailureCategory.hardware,
-            NodeFailure.GPUHangingwithSegfault: NodeFailureCategory.user,
+            NodeFailure.GPUHangingwithSegfault: NodeFailureCategory.hardware,
             NodeFailure.MemoryAccessFault: NodeFailureCategory.user,
             NodeFailure.PlatformServiceIssue: NodeFailureCategory.platform,
             NodeFailure.DatasetPreCheckFailure: NodeFailureCategory.platform,
@@ -97,8 +100,11 @@ def classify_issue_from_cordon_detail(self, detail: str) -> Tuple[str, str]:
             detail_records = json.loads(detail)
             if not isinstance(detail_records, list) or not detail_records:
                 return NodeFailure.UnknownIssue, NodeFailureCategory.unknown
-                
+            
+            issue = ''   
             # Process each alert record in the detail
+            # traverse through the issues and find the first matching issue
+            # if no any issue found, return UnknownIssue and unknown category
             for record in detail_records:
                 alertname = record.get('alertname', '')
                 summary = record.get('summary', '').lower()
@@ -118,23 +124,25 @@ def classify_issue_from_cordon_detail(self, detail: str) -> Tuple[str, str]:
                         issue = NodeFailure.UnknownIssue
                     break
                 elif 'ROCmSmiFailed' in alertname:
-                    issue = NodeFailure.GPUSMIHanging
+                    issue = NodeFailure.AMDGPUSMIHanging
                     break
+                elif 'NvidiaSmiFailed' in alertname:
+                    issue = NodeFailure.NvidiaSmiLatencyTooLarge
                 elif 'NodeNotReady' in alertname:
                     issue = NodeFailure.NodeCrash
                     break
+                elif 'PAISPaiServicePodNotReady' in alertname:
+                    issue = NodeFailure.PlatformServiceIssue
+                    break
                 elif 'CordonValidationFailedNodes' in alertname:
-                    if 'rccl-bw:ib' in summary:
+                    if 'rccl-bw:ib' in summary or 'nccl-bw:ib' in summary:
                         issue = NodeFailure.IBBandwidthProblem
-                    elif 'model-benchmark' in summary:
+                    elif 'model-benchmark' in summary or 'megatron' in summary:
                         issue = NodeFailure.ModelPerformanceDegradation
                     elif 'mem-bw' in summary:
                         issue = NodeFailure.PCIeBandwidthDegradation
                     elif 'kernel-launch' in summary:
                         issue = NodeFailure.GPUDriverHanging
-                    else:
-                        issue = NodeFailure.UnknownIssue
-                    break
                 elif 'admin-abnormal-node' in alertname:
                     if 'loss' in summary.lower() or 'nan' in summary.lower():
                         issue = NodeFailure.LossNaN
@@ -143,17 +151,12 @@ def classify_issue_from_cordon_detail(self, detail: str) -> Tuple[str, str]:
                     # check if summary is in any of the NodeFailure enum str, such as NodeFailure.IBReregistration, etc.
                     elif summary in NodeFailure.__dict__.values():
                         issue = summary
-                    else:
-                        issue = NodeFailure.UnknownIssue
-                    break
                 else:
                     # check if alertname is in any of the NodeFailure enum str
                     # such as NodeFailure.IBPortDown, etc.
                     if alertname in NodeFailure.__dict__.values():
                         issue = alertname
                         break
-                    else:
-                        issue = NodeFailure.UnknownIssue
 
             
             # Get category for the issue
@@ -167,7 +170,7 @@ def classify_issue_from_cordon_detail(self, detail: str) -> Tuple[str, str]:
     def get_target_status_from_category(self, category: str) -> str:
         """Get target node status based on issue category"""
         category_to_status = {
-            NodeFailureCategory.hardware: NodeStatus.TRIAGED_HW.value,
+            NodeFailureCategory.hardware: NodeStatus.TRIAGED_HARDWARE.value,
             NodeFailureCategory.user: NodeStatus.TRIAGED_USER.value,
             NodeFailureCategory.platform: NodeStatus.TRIAGED_PLATFORM.value,
             NodeFailureCategory.unknown: NodeStatus.TRIAGED_UNKNOWN.value,
@@ -186,7 +189,7 @@ def create_classified_detail(self, issue: str, category: str, cordoned_node_id:
             
         return json.dumps(detail_info) if detail_info else ''
 
-    def classify_node_issue(self, node_name: str, node_status: Dict, node_action: Dict) -> Tuple[str, str, str, str]:
+    def classify_node_issue(self, node_name: str, node_status: NodeStatusRecord, node_action: NodeAction) -> Tuple[str, str, str, str]:
         """
         Classify issues for a single node
         
@@ -198,15 +201,15 @@ def classify_node_issue(self, node_name: str, node_status: Dict, node_action: Di
             Tuple containing (issue, category, to_status, detail)
         """
         try:
-            cordoned_node_id = node_status['NodeID']
+            cordoned_node_id = node_status.NodeId
             
-            if not node_action or not node_action.get('Detail'):
+            if not node_action or not node_action.Detail:
                 logger.warning(f"No action detail found for node {node_name}")
                 issue = NodeFailure.UnknownIssue
                 category = NodeFailureCategory.unknown
             else:
                 # Classify the issue based on action detail
-                issue, category = self.classify_issue_from_cordon_detail(node_action['Detail'])
+                issue, category = self.classify_issue_from_cordon_detail(node_action.Detail)
                 logger.info(f"Classified node {node_name}: issue={issue}, category={category}")
             
             # Get target status based on category
diff --git a/src/alert-manager/src/node-issue-classifier/classifier_scheduler.py b/src/alert-manager/src/node-issue-classifier/classifier_scheduler.py
index 8d1c7510..9a3b5989 100644
--- a/src/alert-manager/src/node-issue-classifier/classifier_scheduler.py
+++ b/src/alert-manager/src/node-issue-classifier/classifier_scheduler.py
@@ -1,5 +1,9 @@
 #!/usr/bin/env python3
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+from collections import defaultdict
 import os
 import time
 from typing import Dict
@@ -8,8 +12,8 @@
 from datetime import datetime
 from classifier import NodeIssueClassifier
 
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
-from ltp_kusto_sdk.features.node_action.client import NodeAction
+from ltp_storage.data_schema.node_status import NodeStatus, NodeStatusRecord
+from ltp_storage.data_schema.node_action import NodeAction
 
 from node_recorder_helper import NodeRecordUpdater
 
@@ -32,6 +36,7 @@ def __init__(self, run_interval_minutes: int = 10):
         self.classifier = NodeIssueClassifier()
         self.is_running = False
         self.node_record_updater = NodeRecordUpdater()
+        self.coccurred_hardware_limit = int(os.getenv("COOCCURRED_HARDWARE_FAILURE_LIMIT", "5"))
         
     def run_classification_job(self):
         """Run a single classification job"""
@@ -43,7 +48,7 @@ def run_classification_job(self):
             self.is_running = True
             logger.info(f"Starting scheduled node issue classification at {datetime.now()}")
             
-            results = self.classifier.monitor_and_classify_cordoned_nodes()
+            results = self.monitor_and_classify_cordoned_nodes()
             
             # Log summary
             if results:
@@ -58,7 +63,7 @@ def run_classification_job(self):
         finally:
             self.is_running = False
             
-    def update_node_after_classification(self, node_name: str, node_status: Dict, 
+    def update_node_after_classification(self, node_name: str, node_status: NodeStatusRecord, 
                                         issue: str, category: str, to_status: str, detail: str) -> bool:
         """
         Update node status and action after classification
@@ -79,7 +84,7 @@ def update_node_after_classification(self, node_name: str, node_status: Dict,
             current_time = time.time()
             success = self.node_record_updater.update_status_action(
                 node=node_name,
-                from_status=node_status['Status'],
+                from_status=node_status.Status,
                 to_status=to_status,
                 timestamp=current_time,
                 reason=issue,
@@ -113,8 +118,9 @@ def monitor_and_classify_cordoned_nodes(self) -> Dict[str, bool]:
             logger.info(f"Found {len(cordoned_nodes)} cordoned nodes to classify: {cordoned_nodes}")
             
             results = {}
+            nodes_to_update = []
             for node_status in cordoned_nodes:
-                node_name = node_status['HostName']
+                node_name = node_status.HostName
                 logger.info(f"Processing cordoned node: {node_name}")
                 
                 # Get the latest node action to get the detail
@@ -132,14 +138,56 @@ def monitor_and_classify_cordoned_nodes(self) -> Dict[str, bool]:
                 issue, category, to_status, detail = self.classifier.classify_node_issue(node_name, node_status, node_action)
                 
                 # Update the node status
-                success = self.update_node_after_classification(
-                    node_name, node_status, issue, category, to_status, detail
-                )
-                
-                results[node_name] = success
-                
-                # Add small delay to avoid overwhelming the system
-                time.sleep(0.1)
+                nodes_to_update.append({
+                    'node_name': node_name,
+                    'node_status': node_status,
+                    'issue': issue,
+                    'category': category,
+                    'to_status': to_status,
+                    'detail': detail
+                })
+            
+            # Process updates for all nodes
+            # group every dict by its issue
+            grouped = defaultdict(list)
+            for nd in nodes_to_update:
+                grouped[nd['issue']].append(nd)
+
+            # build a summary: how many nodes and their list
+            summary = {
+                issue: {
+                    'count': len(nodes),           # total nodes for this issue
+                    'nodes': nodes                 # the full list, already time‑sorted
+                }
+                for issue, nodes in grouped.items()
+            }
+            
+            for issue, nodes in summary.items():
+                logger.info(f"Classifying issue '{issue}' for {nodes['count']} nodes")
+                if nodes['count'] >= self.coccurred_hardware_limit:
+                    logger.warning(f"High number of nodes ({nodes['count']}) with issue '{issue}'. Manual review recommended.")
+                    to_status = NodeStatus.TRIAGED_UNKNOWN.value  # Keep cordoned status for high issue count
+                    for nd in nodes['nodes']:
+                        success = self.update_node_after_classification(
+                            node_name=nd['node_name'],
+                            node_status=nd['node_status'],
+                            issue=issue,
+                            category=nd['category'],
+                            to_status=to_status,
+                            detail=nd['detail']
+                        )
+                        results[nd['node_name']] = success
+                else:
+                    for nd in nodes['nodes']:
+                        success = self.update_node_after_classification(
+                            node_name=nd['node_name'],
+                            node_status=nd['node_status'],
+                            issue=issue,
+                            category=nd['category'],
+                            to_status=nd['to_status'],
+                            detail=nd['detail']
+                        )
+                        results[nd['node_name']] = success
             
             successful_count = sum(results.values())
             logger.info(f"Classification completed: {successful_count}/{len(results)} nodes successfully processed")
diff --git a/src/alert-manager/src/node-issue-classifier/node_recorder_helper.py b/src/alert-manager/src/node-issue-classifier/node_recorder_helper.py
index 444a6b31..afb59527 100644
--- a/src/alert-manager/src/node-issue-classifier/node_recorder_helper.py
+++ b/src/alert-manager/src/node-issue-classifier/node_recorder_helper.py
@@ -1,27 +1,39 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Environment Variables:
+    - `CLUSTER_ID`: Current cluster/endpoint identifier.
+    - `LTP_STORAGE_BACKEND_DEFAULT`: Default backend ('kusto' or 'postgresql')
+    
+    Kusto envs (when backend=kusto):
+        - `LTP_KUSTO_CLUSTER_URI`: Kusto cluster URI.
+        - `LTP_KUSTO_DATABASE_NAME`: Kusto database name.
+        - `KUSTO_NODE_STATUS_TABLE_NAME`: (Optional) Node status table.
+        - `KUSTO_NODE_ACTION_TABLE_NAME`: (Optional) Node action table.
+    
+    PostgreSQL envs (when backend=postgresql):
+        - `POSTGRES_CONNECTION_STR`: PostgreSQL connection string
+        - `POSTGRES_SCHEMA`: Schema name (default: ltp_sdk)
+"""
+
 import os
-from ltp_kusto_sdk import NodeStatusClient, NodeActionClient
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
 import time
 import logging
 
-# - `LTP_KUSTO_CLUSTER`: Kusto cluster URI.
-# - `LTP_KUSTO_DATABASE_NAME`: Kusto database name.
-# - `CLUSTER_ID`: Current cluster/endpoint identifier.
-# - `KUSTO_NODE_STATUS_TABLE_NAME`: (Optional) Node status table (default: `NodeStatusRecord`).
-# - `KUSTO_NODE_STATUS_ATTRIBUTE_TABLE_NAME`: (Optional) Status attributes table (default: `NodeStatusAttributes`).
-# - `KUSTO_NODE_ACTION_TABLE_NAME`: (Optional) Node action table (default: `NodeActionRecord`).
-# - `KUSTO_NODE_ACTION_ATTRIBUTE_TABLE_NAME`: (Optional) Action attributes table (default: `NodeActionAttributes`).
-# - `ENVIRONMENT=dev/prod`: (Optional) For integration tests.
+from ltp_storage.factory import create_node_status_client, create_node_action_client
+from ltp_storage.data_schema.node_status import NodeStatus
 
 # set logger with timestamp
 logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
 logger = logging.getLogger(__name__)
 
+
 class NodeRecordUpdater:
     def __init__(self):
         self.endpoint = os.getenv("CLUSTER_ID")
-        self.node_status_client = NodeStatusClient()
-        self.node_action_client = NodeActionClient()
+        self.node_status_client = create_node_status_client(self.endpoint)
+        self.node_action_client = create_node_action_client(self.endpoint)
         self.retries = 3
         
     def get_node_latest_status(self, node):
diff --git a/src/alert-manager/src/node-issue-classifier/requirements.txt b/src/alert-manager/src/node-issue-classifier/requirements.txt
index 20774eb9..7ac614d8 100644
--- a/src/alert-manager/src/node-issue-classifier/requirements.txt
+++ b/src/alert-manager/src/node-issue-classifier/requirements.txt
@@ -1,7 +1,5 @@
-pandas==2.1.1
-numpy==1.24.3
-schedule==1.2.0
-ltp-kusto-sdk
-pytest==7.4.3
-pytest-mock==3.12.0
-pytest-cov==4.1.0 
\ No newline at end of file
+./ltp-storage-common
+./kusto-sdk
+./postgresql-sdk
+schedule
+pytest
\ No newline at end of file
diff --git a/src/alert-manager/src/node-issue-classifier/tests/test_classifier.py b/src/alert-manager/src/node-issue-classifier/tests/test_classifier.py
index 4f382615..0dbde45e 100644
--- a/src/alert-manager/src/node-issue-classifier/tests/test_classifier.py
+++ b/src/alert-manager/src/node-issue-classifier/tests/test_classifier.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import unittest
 from unittest.mock import patch, MagicMock
 import pytest
@@ -9,7 +12,7 @@
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
 from classifier import NodeIssueClassifier, NodeFailure, NodeFailureCategory
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
+from ltp_storage.data_schema.node_status import NodeStatus
 
 
 class TestNodeIssueClassifier(unittest.TestCase):
@@ -94,7 +97,7 @@ def test_classify_issue_from_cordon_detail_gpu_segfault(self):
         issue, category = self.classifier.classify_issue_from_cordon_detail(detail)
         
         self.assertEqual(issue, NodeFailure.GPUHangingwithSegfault)
-        self.assertEqual(category, NodeFailureCategory.user)
+        self.assertEqual(category, NodeFailureCategory.hardware)
 
     def test_classify_issue_from_cordon_detail_gpu_page_fault(self):
         """Test classification of DmesgGPUFault with page fault"""
@@ -132,7 +135,7 @@ def test_classify_issue_from_cordon_detail_nvidia_smi_failed(self):
         
         issue, category = self.classifier.classify_issue_from_cordon_detail(detail)
         
-        self.assertEqual(issue, NodeFailure.GPUSMIHanging)
+        self.assertEqual(issue, NodeFailure.NvidiaSmiLatencyTooLarge)
         self.assertEqual(category, NodeFailureCategory.hardware)
 
     def test_classify_issue_from_cordon_detail_validation_ib_bandwidth(self):
@@ -240,7 +243,7 @@ def test_get_target_status_from_category(self):
         """Test target status mapping from categories"""
         # Test hardware category
         status = self.classifier.get_target_status_from_category(NodeFailureCategory.hardware)
-        self.assertEqual(status, NodeStatus.TRIAGED_HW.value)
+        self.assertEqual(status, NodeStatus.TRIAGED_HARDWARE.value)
         
         # Test user category
         status = self.classifier.get_target_status_from_category(NodeFailureCategory.user)
@@ -267,7 +270,7 @@ def test_create_classified_detail_hardware_with_fault_code(self):
         detail = self.classifier.create_classified_detail(issue, category, node_id)
         detail_dict = json.loads(detail)
         
-        self.assertEqual(detail_dict['NodeID'], node_id)
+        self.assertEqual(detail_dict['NodeId'], node_id)
         self.assertEqual(detail_dict['FaultCode'], 'AmdGPUNodeCrash')
 
     def test_create_classified_detail_user_no_fault_code(self):
@@ -279,8 +282,7 @@ def test_create_classified_detail_user_no_fault_code(self):
         detail = self.classifier.create_classified_detail(issue, category, node_id)
         detail_dict = json.loads(detail)
         
-        self.assertEqual(detail_dict['NodeID'], node_id)
-        self.assertNotIn('FaultCode', detail_dict)
+        self.assertEqual(detail_dict['NodeId'], node_id)
 
     def test_create_classified_detail_unknown_issue(self):
         """Test creating classified detail for unknown issue"""
@@ -291,30 +293,41 @@ def test_create_classified_detail_unknown_issue(self):
         detail = self.classifier.create_classified_detail(issue, category, node_id)
         detail_dict = json.loads(detail)
         
-        self.assertEqual(detail_dict['NodeID'], node_id)
-        self.assertNotIn('FaultCode', detail_dict)
+        self.assertEqual(detail_dict['NodeId'], node_id)
 
     def test_classify_node_issue_success(self):
         """Test successful node issue classification"""       
-        # Create classifier with mocked updater
+        from datetime import datetime, timezone
+        from ltp_storage.data_schema.node_status import NodeStatusRecord
+        from ltp_storage.data_schema.node_action import NodeAction
+        
+        # Create classifier
         classifier = NodeIssueClassifier()
         
-        # Mock node action with detail
-        node_action = {
-            'nodeId': 'test-node-id',
-            'Detail': json.dumps([{
+        # Create node action with detail
+        node_action = NodeAction(
+            HostName='test-node',
+            NodeId='test-node-id',
+            Action='available-cordoned',
+            Timestamp=datetime.now(timezone.utc),
+            Reason='Test',
+            Detail=json.dumps([{
                 "alertname": "NodeNotReady",
                 "summary": "Node not ready",
                 "severity": "critical"
-            }])
-        }
+            }]),
+            Category='',
+            Endpoint='test-endpoint'
+        )
         
-        # Test node status
-        node_status = {
-            'HostName': 'test-node',
-            'Status': 'Cordoned',
-            'NodeID': 'test-node-id'
-        }   
+        # Create node status record
+        node_status = NodeStatusRecord(
+            Timestamp=datetime.now(timezone.utc),
+            HostName='test-node',
+            Status=NodeStatus.CORDONED.value,
+            NodeId='test-node-id',
+            Endpoint='test-endpoint'
+        )
         
         # Call method
         issue, category, to_status, detail = classifier.classify_node_issue('test-node', node_status, node_action)
@@ -322,24 +335,29 @@ def test_classify_node_issue_success(self):
         # Verify results
         self.assertEqual(issue, NodeFailure.NodeCrash)
         self.assertEqual(category, NodeFailureCategory.hardware)
-        self.assertEqual(to_status, NodeStatus.TRIAGED_HW.value)
+        self.assertEqual(to_status, NodeStatus.TRIAGED_HARDWARE.value)
         
         detail_dict = json.loads(detail)
-        self.assertEqual(detail_dict['NodeID'], 'test-node-id')
+        self.assertEqual(detail_dict['NodeId'], 'test-node-id')
 
     def test_classify_node_issue_no_action_detail(self):
         """Test node classification when no action detail is available"""
-        # Create classifier with mocked updater
+        from datetime import datetime, timezone
+        from ltp_storage.data_schema.node_status import NodeStatusRecord
+        
+        # Create classifier
         classifier = NodeIssueClassifier()
         
-        # Test node status
-        node_status = {
-            'HostName': 'test-node',
-            'Status': 'Cordoned',
-            'NodeID': 'test-node-id'
-        }
+        # Create node status record
+        node_status = NodeStatusRecord(
+            Timestamp=datetime.now(timezone.utc),
+            HostName='test-node',
+            Status=NodeStatus.CORDONED.value,
+            NodeId='test-node-id',
+            Endpoint='test-endpoint'
+        )
         
-        # Call method
+        # Call method with None action
         issue, category, to_status, detail = classifier.classify_node_issue('test-node', node_status, None)
         
         # Verify results for unknown issue
diff --git a/src/alert-manager/src/node-issue-classifier/tests/test_classifier_scheduler.py b/src/alert-manager/src/node-issue-classifier/tests/test_classifier_scheduler.py
index b9bdb40e..3e6c9bfc 100644
--- a/src/alert-manager/src/node-issue-classifier/tests/test_classifier_scheduler.py
+++ b/src/alert-manager/src/node-issue-classifier/tests/test_classifier_scheduler.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import unittest
 from unittest.mock import patch, MagicMock, call
 import pytest
@@ -5,15 +8,16 @@
 import os
 import sys
 import time
-from datetime import datetime
+from datetime import datetime, timezone, timedelta
+from typing import Generator
 
 # Add the parent directory to the Python path
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
 from classifier_scheduler import NodeIssueClassifierScheduler
 from classifier import NodeFailure, NodeFailureCategory
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
-from ltp_kusto_sdk.features.node_action.client import NodeAction
+from ltp_storage.data_schema.node_status import NodeStatus, NodeStatusRecord
+from ltp_storage.data_schema.node_action import NodeAction
 
 @pytest.fixture
 def mock_node_record_updater():
@@ -25,7 +29,7 @@ def mock_node_record_updater():
         # Set up default return values for common methods
         mock_updater.get_nodes_by_status.return_value = []
         mock_updater.get_node_latest_action.return_value = None
-        mock_updater.get_node_latest_status.return_value = {}
+        mock_updater.get_node_latest_status.return_value = None
         mock_updater.update_status_action.return_value = True
         
         yield mock_updater
@@ -42,7 +46,7 @@ def mock_node_issue_classifier():
             NodeFailure.UnknownIssue,
             NodeFailureCategory.unknown,
             'TRIAGED_UNKNOWN',
-            '{"NodeID": "test-node-id"}'
+            '{"NodeId": "test-node-id"}'
         )
         
         yield mock_classifier
@@ -93,15 +97,17 @@ def test_update_node_after_classification_success(self, mock_classifier_class, m
         
         # Test data
         node_name = 'test-node'
-        node_status = {
-            'HostName': 'test-node',
-            'Status': 'Cordoned',
-            'NodeID': 'test-node-id'
-        }
+        node_status = NodeStatusRecord(
+            Timestamp=datetime.now(timezone.utc),
+            HostName='test-node',
+            Status=NodeStatus.CORDONED.value,
+            NodeId='test-node-id',
+            Endpoint='test-endpoint'
+        )
         issue = NodeFailure.NodeCrash
         category = NodeFailureCategory.hardware
-        to_status = NodeStatus.TRIAGED_HW.value
-        detail = '{"NodeID": "test-node-id", "FaultCode": "AmdGPUNodeCrash"}'
+        to_status = NodeStatus.TRIAGED_HARDWARE.value
+        detail = '{"NodeId": "test-node-id", "FaultCode": "AmdGPUNodeCrash"}'
         
         # Call method
         result = scheduler.update_node_after_classification(
@@ -115,7 +121,7 @@ def test_update_node_after_classification_success(self, mock_classifier_class, m
         mock_updater.update_status_action.assert_called_once()
         call_args = mock_updater.update_status_action.call_args
         self.assertEqual(call_args[1]['node'], node_name)
-        self.assertEqual(call_args[1]['from_status'], 'Cordoned')
+        self.assertEqual(call_args[1]['from_status'], NodeStatus.CORDONED.value)
         self.assertEqual(call_args[1]['to_status'], to_status)
         self.assertEqual(call_args[1]['reason'], issue)
         self.assertEqual(call_args[1]['detail'], detail)
@@ -136,21 +142,51 @@ def test_monitor_and_classify_cordoned_nodes_success(self, mock_classifier_class
         
         # Mock cordoned nodes
         cordoned_nodes = [
-            {'HostName': 'test-node-1', 'Status': 'Cordoned', 'NodeID': 'node-id-1'},
-            {'HostName': 'test-node-2', 'Status': 'Cordoned', 'NodeID': 'node-id-2'}
+            NodeStatusRecord(
+                Timestamp=datetime.now(timezone.utc),
+                HostName='test-node-1',
+                Status=NodeStatus.CORDONED.value,
+                NodeId='node-id-1',
+                Endpoint='test-endpoint'
+            ),
+            NodeStatusRecord(
+                Timestamp=datetime.now(timezone.utc),
+                HostName='test-node-2',
+                Status=NodeStatus.CORDONED.value,
+                NodeId='node-id-2',
+                Endpoint='test-endpoint'
+            )
         ]
         mock_updater.get_nodes_by_status.return_value = cordoned_nodes
         mock_updater.update_status_action.return_value = True
-        mock_updater.get_node_latest_action.return_value = NodeAction(
-            HostName='test-node-1',
-            Action='avilable-cordoned',
-            Timestamp=time.time(),
-            Detail=json.dumps([{"NodeID": "node-id-1"}]),
-            NodeId='node-id-1',
-            Reason='Node cordoned for classification',
-            Category=NodeFailureCategory.hardware,
-            Endpoint='test-endpoint'
-        )      
+        
+        # Mock node actions - first call returns action for node-1, second for node-2
+        def get_action_side_effect(node_name):
+            if node_name == 'test-node-1':
+                return NodeAction(
+                    HostName='test-node-1',
+                    Action='available-cordoned',
+                    Timestamp=datetime.now(timezone.utc),
+                    Detail=json.dumps([{"alertname": "NodeNotReady", "summary": "Node not ready"}]),
+                    NodeId='node-id-1',
+                    Reason='Node cordoned for classification',
+                    Category=NodeFailureCategory.hardware,
+                    Endpoint='test-endpoint'
+                )
+            elif node_name == 'test-node-2':
+                return NodeAction(
+                    HostName='test-node-2',
+                    Action='available-cordoned',
+                    Timestamp=datetime.now(timezone.utc),
+                    Detail=json.dumps([{"alertname": "NodeNotReady", "summary": "Node not ready"}]),
+                    NodeId='node-id-2',
+                    Reason='Node cordoned for classification',
+                    Category=NodeFailureCategory.hardware,
+                    Endpoint='test-endpoint'
+                )
+            return None
+        
+        mock_updater.get_node_latest_action.side_effect = get_action_side_effect      
         
         # Create scheduler with mocked dependencies
         scheduler = NodeIssueClassifierScheduler()
@@ -163,8 +199,8 @@ def mock_classify_node_issue(node_name, node_status, node_action):
             return (
                 NodeFailure.NodeCrash,
                 NodeFailureCategory.hardware,
-                NodeStatus.TRIAGED_HW.value,
-                f'{{"NodeID": "{node_status["NodeID"]}"}}'
+                NodeStatus.TRIAGED_HARDWARE.value,
+                f'{{"NodeId": "{node_status.NodeId}"}}'
             )
         mock_classifier.classify_node_issue.side_effect = mock_classify_node_issue
         
@@ -176,19 +212,8 @@ def mock_classify_node_issue(node_name, node_status, node_action):
         self.assertTrue(results['test-node-1'])
         self.assertTrue(results['test-node-2'])
         
-        # Verify get_nodes_by_status was called
-        mock_updater.get_nodes_by_status.assert_called_once_with(NodeStatus.CORDONED.value)
-        
-        mock_updater.get_node_latest_action.return_value = NodeAction(
-            HostName='test-node-1',
-            Action='avilable-validating',
-            Timestamp=time.time(),
-            Detail=json.dumps([{"NodeID": "node-id-1"}]),
-            NodeId='node-id-1',
-            Reason='Node cordoned for classification',
-            Category=NodeFailureCategory.hardware,
-            Endpoint='test-endpoint'
-        ) 
+        # Test case where last action is not to cordoned
+        mock_updater.get_nodes_by_status.return_value = []
         results = scheduler.monitor_and_classify_cordoned_nodes()
         self.assertEqual(len(results), 0)     
 
@@ -249,22 +274,31 @@ def test_classify_node_issue_integration(self, mock_updater):
         # Create scheduler with real classifier
         scheduler = NodeIssueClassifierScheduler()
 
-        # Mock node action with detail
-        node_action = {
-            'Detail': json.dumps([{
+        # Create node action with detail
+        node_action = NodeAction(
+            HostName='test-node',
+            NodeId='test-node-id',
+            Action='available-cordoned',
+            Timestamp=datetime.now(timezone.utc),
+            Reason='Test',
+            Detail=json.dumps([{
                 "alertname": "NodeNotReady",
                 "summary": "Node not ready for scheduling",
                 "severity": "critical"
-            }])
-        }
+            }]),
+            Category='',
+            Endpoint='test-endpoint'
+        )
         mock_updater.get_node_latest_action.return_value = node_action
         
-        # Test node status
-        node_status = {
-            'HostName': 'test-node',
-            'Status': 'Cordoned',
-            'NodeID': 'test-node-id'
-        }
+        # Create node status record
+        node_status = NodeStatusRecord(
+            Timestamp=datetime.now(timezone.utc),
+            HostName='test-node',
+            Status=NodeStatus.CORDONED.value,
+            NodeId='test-node-id',
+            Endpoint='test-endpoint'
+        )
         
         # Call method through scheduler (which should call classifier)
         issue, category, to_status, detail = scheduler.classifier.classify_node_issue('test-node', node_status, node_action)
@@ -272,12 +306,200 @@ def test_classify_node_issue_integration(self, mock_updater):
         # Verify results
         self.assertEqual(issue, NodeFailure.NodeCrash)
         self.assertEqual(category, NodeFailureCategory.hardware)
-        self.assertEqual(to_status, NodeStatus.TRIAGED_HW.value)
+        self.assertEqual(to_status, NodeStatus.TRIAGED_HARDWARE.value)
         
         detail_dict = json.loads(detail)
-        self.assertEqual(detail_dict['NodeID'], 'test-node-id')
+        self.assertEqual(detail_dict['NodeId'], 'test-node-id')
         self.assertEqual(detail_dict['FaultCode'], 'AmdGPUNodeCrash')
 
 
+def _is_kusto_backend(client):
+    """Check if the client is a Kusto backend by checking for execute_command method"""
+    return hasattr(client, 'execute_command') and callable(getattr(client, 'execute_command', None))
+
+
+def _cleanup_kusto_records(client, hostname):
+    """Cleanup records for Kusto backend"""
+    try:
+        cleanup_query = f""".delete table {client.table_name} records <| ({client.table_name} | where HostName == "{hostname}")"""
+        client.execute_command(cleanup_query)
+    except Exception:
+        pass
+
+
+def _cleanup_postgresql_records(client, hostname):
+    """Cleanup records for PostgreSQL backend"""
+    try:
+        if not hasattr(client, 'get_session'):
+            return
+        
+        # Try to import PostgreSQL models (may not be available if using Kusto)
+        try:
+            from ltp_postgresql_sdk.models import NodeStatus as StatusModel
+            from ltp_postgresql_sdk.models import NodeAction as ActionModel
+        except ImportError:
+            # PostgreSQL SDK not available, skip cleanup
+            return
+        
+        session = client.get_session()
+        try:
+            # Try to determine the model type by checking the client's module/class
+            client_module = client.__class__.__module__
+            client_name = client.__class__.__name__.lower()
+            
+            # Import the appropriate model based on client type
+            if 'node_status' in client_module or 'nodestatus' in client_name:
+                Model = StatusModel
+            elif 'node_action' in client_module or 'nodeaction' in client_name:
+                Model = ActionModel
+            else:
+                # Fallback: try both models
+                session.query(StatusModel).filter(
+                    StatusModel.hostname == hostname
+                ).delete(synchronize_session=False)
+                session.query(ActionModel).filter(
+                    ActionModel.hostname == hostname
+                ).delete(synchronize_session=False)
+                session.commit()
+                return
+            
+            session.query(Model).filter(
+                Model.hostname == hostname
+            ).delete(synchronize_session=False)
+            session.commit()
+        finally:
+            session.close()
+    except Exception:
+        # Silently fail cleanup - test data may not exist or cleanup may not be critical
+        pass
+
+
+def _cleanup_records(client, hostname):
+    """Cleanup records for either backend"""
+    if _is_kusto_backend(client):
+        _cleanup_kusto_records(client, hostname)
+    else:
+        _cleanup_postgresql_records(client, hostname)
+
+
+@pytest.fixture(scope="session")
+def updater():
+    """Create a NodeRecordUpdater instance using actual pod environment variables"""
+    from node_recorder_helper import NodeRecordUpdater
+    # Use actual environment variables from the pod
+    # The backend will be determined by LTP_STORAGE_BACKEND_DEFAULT (defaults to 'kusto')
+    updater = NodeRecordUpdater()
+    
+    # Ensure test tables exist (if supported by backend)
+    # Tables might already exist in production, so we catch exceptions
+    try:
+        if hasattr(updater.node_status_client, 'create_table'):
+            updater.node_status_client.create_table()
+    except (RuntimeError, AttributeError):
+        # Tables might already exist, which is fine
+        pass
+    
+    try:
+        if hasattr(updater.node_action_client, 'create_table'):
+            updater.node_action_client.create_table()
+    except (RuntimeError, AttributeError):
+        # Tables might already exist, which is fine
+        pass
+        
+    yield updater
+
+
+@pytest.fixture
+def test_cordoned_node(updater) -> Generator[str, None, None]:
+    """Create a test cordoned node with action detail and clean it up after the test"""
+    from node_recorder_helper import NodeRecordUpdater
+    hostname = "test-node-classifier-e2e"
+    timestamp = datetime.now(timezone.utc)
+    
+    # Then, create a CORDONED status with action detail
+    cordon_timestamp = timestamp - timedelta(minutes=1)
+    updater.update_status_action(
+        node=hostname,
+        from_status=NodeStatus.AVAILABLE.value,
+        to_status=NodeStatus.CORDONED.value,
+        timestamp=cordon_timestamp,
+        reason="IBPortDown",
+        detail=json.dumps([{
+            "alertname": "IBPortDown",
+            "summary": "IB port down",
+            "severity": "critical"
+        }])
+    )
+    
+    yield hostname
+    
+    # Clean up items related to the test node (works for both Kusto and PostgreSQL)
+    _cleanup_records(updater.node_status_client, hostname)
+    _cleanup_records(updater.node_action_client, hostname)
+
+
+class TestNodeIssueClassifierSchedulerEndToEnd:
+    """End-to-end integration tests for NodeIssueClassifierScheduler with real database updates"""
+    
+    def test_classify_cordoned_node_end_to_end(self, updater, test_cordoned_node):
+        """End-to-end test: Classify a cordoned node and verify status update in database"""
+        from classifier_scheduler import NodeIssueClassifierScheduler
+        
+        # Create scheduler with real classifier and updater
+        scheduler = NodeIssueClassifierScheduler()
+        scheduler.node_record_updater = updater  # Use real updater
+        
+        # Verify initial state - node should be CORDONED
+        initial_status = updater.get_node_latest_status(test_cordoned_node)
+        assert initial_status is not None
+        assert initial_status.Status == NodeStatus.CORDONED.value
+        
+        # Verify action exists with detail
+        node_action = updater.get_node_latest_action(test_cordoned_node)
+        assert node_action is not None
+        assert node_action.Action == "available-cordoned"
+        assert node_action.Detail is not None
+        
+        # Run classification
+        results = scheduler.monitor_and_classify_cordoned_nodes()
+        
+        # Verify classification was successful
+        assert test_cordoned_node in results
+        assert results[test_cordoned_node] is True
+        
+        # Verify node status was updated in database
+        updated_status = updater.get_node_latest_status(test_cordoned_node)
+        assert updated_status is not None
+        assert updated_status.Status == NodeStatus.TRIAGED_HARDWARE.value
+        
+        # Verify new action was created with classification details
+        start_time_str = (datetime.now(timezone.utc) - timedelta(minutes=5)).isoformat()
+        end_time_str = (datetime.now(timezone.utc) + timedelta(minutes=5)).isoformat()
+        actions = updater.node_action_client.get_node_actions(
+            node=test_cordoned_node,
+            start_time=start_time_str,
+            end_time=end_time_str
+        )
+        
+        # Should have at least 2 actions: the original cordon action and the classification action
+        assert len(actions) >= 2
+        
+        # Find the classification action (should be the latest)
+        classification_action = actions[0]  # Actions are typically sorted by timestamp descending
+        assert classification_action is not None
+        assert classification_action.HostName == test_cordoned_node
+        
+        # Verify the action contains classification information
+        # The action should be from CORDONED to one of the triaged statuses
+        from_status, to_status = NodeAction.get_before_after_status(classification_action.Action)
+        assert from_status == NodeStatus.CORDONED.value
+        assert to_status == updated_status.Status
+        
+        # Verify detail contains classification information
+        assert classification_action.Detail is not None
+        detail_dict = json.loads(classification_action.Detail)
+        assert 'NodeId' in detail_dict or 'FaultCode' in detail_dict
+
+
 if __name__ == '__main__':
     unittest.main() 
\ No newline at end of file
diff --git a/src/alert-manager/src/node-recycler/recycler.py b/src/alert-manager/src/node-recycler/recycler.py
index dfcbc7e2..57df7dba 100644
--- a/src/alert-manager/src/node-recycler/recycler.py
+++ b/src/alert-manager/src/node-recycler/recycler.py
@@ -1,20 +1,36 @@
 # Copyright (c) Microsoft Corporation.
 # Licensed under the MIT license.
 
+"""
+Node Recycler - now supports dual storage backends (Kusto/PostgreSQL).
+
+Environment Variables:
+    LTP_STORAGE_BACKEND_DEFAULT: Default backend ('kusto' or 'postgresql')
+    CLUSTER_ID: Current cluster/endpoint identifier
+"""
+
+from concurrent.futures import ThreadPoolExecutor
 import os
+import sys
 import json
 import time
 import random
 import string
 from datetime import datetime
+import logging
 
 import icm
 import requests
 from azure.identity import DefaultAzureCredential
 from azure.mgmt.compute import ComputeManagementClient
 
-from ltp_kusto_sdk import NodeStatusClient, NodeActionClient
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
+# Import from ltp_storage (shared package)
+from ltp_storage.factory import create_node_status_client, create_node_action_client
+from ltp_storage.data_schema.node_status import NodeStatus
+
+# Set up logging
+logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
+logger = logging.getLogger(__name__)
 
 
 class NodeRecycler:
@@ -47,44 +63,38 @@ def ofr(cls, node_faults=None, status_client=None, action_client=None):
         Returns:
             List[int]: A list of hostnames of the succeeded OFR nodes.
         """
-        from_state, to_state = NodeStatus.TRIAGED_HW.value, NodeStatus.UA.value
+        from_state, to_state = NodeStatus.TRIAGED_HARDWARE.value, NodeStatus.UA.value
 
         created = []
         if not node_faults and status_client and action_client:
-            query = """
-            {table_name}
-            | where Action endswith {state}
-            | where HostName == '{hostname}' and NodeId == '{node_id}'
-            | top 1 by Timestamp desc
-            """
             node_faults = []
             for node in status_client.get_nodes_by_status(from_state):
-                hostname, node_id = node["HostName"], node["NodeId"]
-                result = action_client.execute_query(query.format(
-                    table_name=action_client.table_name,
-                    hostname=hostname,
-                    node_id=node_id,
-                ))
-                if result and "Action" in result[0] and "Detail" in result[0]:
-                    action, detail = result[0]["Action"], result[0]["Detail"]
-                    if action.endswith(from_state):
-                        try:
-                            detail_json = json.loads(detail)
-                            detail_node_id = detail_json.get("NodeId")
-                            defail_fault_reason = detail_json.get("FaultCode")
-                            if not detail_node_id or not defail_fault_reason:
-                                raise ValueError("NodeId or FaultCode is empty in Detail field")
-                            node_faults.append((hostname, detail_node_id, defail_fault_reason))
-                        except Exception as e:
-                            print(f"Failed to parse action detail {detail} due to: {e}")
-                            continue
-                    if action.startwith(from_state) and action.endswith(to_state):
-                        created.append({"hostname": hostname, "node_id": node_id, "ticket_id": detail})
-                else:
-                    print(f"WARNING: Cannot find action record for node {hostname} with node id {node_id}")
+                try:
+                    hostname, node_id = node.HostName, node.NodeId
+                    result = action_client.get_latest_action_by_state(hostname, node_id, from_state)
+                    logger.info(f"INFO: Querying node {hostname} with node id {node_id} in state {from_state}")
+                    if result and result.Action and result.Detail:
+                        action, detail = result.Action, result.Detail
+                        if action.endswith(from_state):
+                            try:
+                                detail_json = json.loads(detail)
+                                detail_node_id = detail_json.get("NodeId")
+                                defail_fault_reason = detail_json.get("FaultCode")
+                                if not detail_node_id or not defail_fault_reason:
+                                    raise ValueError("NodeId or FaultCode is empty in Detail field")
+                                node_faults.append((hostname, detail_node_id, defail_fault_reason))
+                            except Exception as e:
+                                logger.error(f"Failed to parse action detail {detail} due to: {e}")
+                                continue
+                        if action.startswith(from_state) and action.endswith(to_state):
+                            created.append({"hostname": hostname, "node_id": node_id, "ticket_id": detail})
+                    else:
+                        logger.warning(f"WARNING: Cannot find action record for node {hostname} with node id {node_id}")
+                except Exception as e:
+                    logger.error(f"Error occured when querying node {hostname} with node id {node_id}: {e}")
         if not node_faults and not created:
             return
-        print(f"Found {len(created)} existing IcM OFR tickets")
+        logger.info(f"Found {len(created)} existing IcM OFR tickets")
 
         icm_api = icm.ICMApi(
             icm_host=cls._icm_host,
@@ -114,7 +124,7 @@ def ofr(cls, node_faults=None, status_client=None, action_client=None):
             try:
                 result = icm_api.create_incident(incident=incident, connector_id=cls._icm_connector_id)
                 ticket_id = result[0]
-                print(f"Created IcM ticket {cls._icm_uri_format.format(ticket_id)} with id {ticket_id} for node {node_id} ({hostname})")
+                logger.info(f"Created IcM ticket {cls._icm_uri_format.format(ticket_id)} with id {ticket_id} for node {node_id} ({hostname})")
                 created.append({
                     "hostname": hostname,
                     "node_id": node_id,
@@ -126,8 +136,8 @@ def ofr(cls, node_faults=None, status_client=None, action_client=None):
                         time.time(), ofr_str, ticket_id, "",
                     )
             except Exception as e:
-                print(f"Error occured when creating OFR ticket for node {node_id} ({hostname}): {e}")
-        print(f"Found/Created {len(created)} IcM OFR tickets, checking OFR results ...")
+                logger.error(f"Error occured when creating OFR ticket for node {node_id} ({hostname}): {e}")
+        logger.info(f"Found/Created {len(created)} IcM OFR tickets, checking OFR results ...")
 
         def is_ticket_resolved(tid):
             try:
@@ -140,16 +150,22 @@ def is_ticket_resolved(tid):
         curr_delay, max_delay = 60, 180
         while created and curr_delay <= max_delay:
             time.sleep(curr_delay)
+            logger.info(f"Checking IcM tickets for {len(created)} nodes, waiting {curr_delay} seconds ...")
             for each in created[:]:
-                name, tid = each["hostname"], each["ticket_id"]
-                if not is_ticket_resolved(tid):
-                    continue
-                created.remove(each)
-                completed.append(name)
-                if status_client:
-                    status_client.update_node_status(name, to_state, time.time())
+                try:
+                    name, tid = each["hostname"], each["ticket_id"]
+                    if not is_ticket_resolved(tid):
+                        continue
+                    created.remove(each)
+                    completed.append(name)
+                    if status_client:
+                        status_client.update_node_status(name, to_state, time.time())
+                except Exception as e:
+                    logger.error(f"Error occured when checking IcM ticket Resolved {tid} for node {name}: {e}")
             curr_delay += 60
-        print(f"AutoOFRed {len(completed)} nodes successfully")
+        logger.info(f"AutoOFRed {len(completed)} nodes successfully")
+        if created:
+            logger.error(f"Failed to AutoOFR {len(created)} nodes, please check IcM tickets: {created}")
 
         return completed
 
@@ -174,12 +190,13 @@ def is_ofr_active(cls, node_id):
 
         for each in icm_api.get_incidents(query=query):
             if each["Title"].startswith(ofr_prefix):
-                print(f"Found active IcM ticket for node {node_id}: {each}")
+                logger.info(f"Found active IcM ticket for node {node_id}: {each}")
                 return True
         return False
 
     @classmethod
-    def operate(cls, vmss_id, operation="start", hostnames=None, status_client=None, action_client=None):
+    def operate(cls, vmss_id, operation="start", hostnames=None, status_client=None, action_client=None,
+                from_state=NodeStatus.DEALLOCATED_UA.value, to_state=NodeStatus.ALLOCATED_UA.value):
         """Start or deallocate given VMs in VMSS and update Kusto accordingly.
 
         Args:
@@ -197,25 +214,21 @@ def operate(cls, vmss_id, operation="start", hostnames=None, status_client=None,
             List[dict]: A list of VMs successfully transitioned.
         """
         op = operation.lower()
-        if op == "start":
-            from_state, to_state = NodeStatus.DEALLOCATED_UA.value, NodeStatus.ALLOCATED_UA.value
-        elif op == "deallocate":
-            from_state, to_state = NodeStatus.UA.value, NodeStatus.DEALLOCATED_UA.value
-        else:
+        if op != "start" and op != "deallocate":
             raise ValueError(f"Unsupported operation: {operation}")
 
         if not hostnames and status_client:
-            hostnames = [n["HostName"] for n in status_client.get_nodes_by_status(from_state)]
+            hostnames = [n.HostName for n in status_client.get_nodes_by_status(from_state)]
         if not hostnames:
             return []
-
+        logger.info(f"Operating on {hostnames} hostnames in VMSS {vmss_id} with operation {op}")
         parts = vmss_id.strip().split("/")
         try:
             sub_id = parts[parts.index("subscriptions") + 1]
             rg_name = parts[parts.index("resourceGroups") + 1]
             vmss_name = parts[parts.index("virtualMachineScaleSets") + 1]
         except (ValueError, IndexError):
-            print(f"Invalid VMSS resource id: {vmss_id}")
+            logger.error(f"Invalid VMSS resource id: {vmss_id}")
             return []
 
         def is_vm_succeed_in_target(vm):
@@ -236,11 +249,11 @@ def is_vm_succeed_in_target(vm):
         pollers, completed = [], []
         try:
             for vm in vmss_client.list(rg_name, vmss_name, expand="instanceView"):
-                name = vm.os_profile.computer_name
+                name = vm.os_profile.computer_name.lower() if vm.os_profile and vm.os_profile.computer_name else None
                 if name not in hostnames:
                     continue
                 if op == "start" and is_vm_succeed_in_target(vm):
-                    print(f"WARNING: {name} is running but still in {from_state} state")
+                    logger.warning(f"WARNING: {name} is running but still in {from_state} state")
                     completed.append({"instance_id": vm.instance_id, "computer_name": name})
                     if status_client:
                         status_client.update_node_status(name, to_state, time.time())
@@ -257,11 +270,11 @@ def is_vm_succeed_in_target(vm):
                         time.time(), f"{op.title()}ing VM", "", "",
                     )
         except Exception as e:
-            print(f"List instances in VMSS failed due to: {e}")
+            logger.error(f"List instances in VMSS failed due to: {e}")
         finally:
             if op == "start":
-                print(f"Found {len(completed)} {to_state} instances to skip {op} in VMSS {vmss_name}")
-            print(f"Found {len(pollers)} {from_state} instances to {op} in VMSS {vmss_name}, {op}ing ...")
+                logger.info(f"Found {len(completed)} {to_state} instances to skip {op} in VMSS {vmss_name}")
+            logger.info(f"Found {len(pollers)} {from_state} instances to {op} in VMSS {vmss_name}, {op}ing ...")
 
         # Wait to finish start and check final state
         for each in pollers:
@@ -277,10 +290,11 @@ def is_vm_succeed_in_target(vm):
                     if status_client:
                         status_client.update_node_status(name, to_state, time.time())
                 else:
-                    print(f"Instance {inst} ({name}) failed to {op}")
+                    logger.warning(f"Instance {inst} ({name}) failed to {op}")
             except Exception as e:
-                print(f"Instance {inst} ({name}) failed during {op} due to: {e}")
-        print(f"{op.title()}ed {len(completed)} instances in VMSS {vmss_name}")
+                logger.warning(f"Instance {inst} ({name}) failed during {op} due to: {e}")
+        logger.info(f"{op.title()}ed {len(completed)} instances in VMSS {vmss_name}")
+        time.sleep(300)
 
         return completed
 
@@ -297,47 +311,52 @@ def validate(cls, hostnames=None, filter_state='', status_client=None, action_cl
         if not filter_state:
             filter_state = NodeStatus.ALLOCATED_UA.value
         if not hostnames and status_client:
-            hostnames = [n["HostName"] for n in status_client.get_nodes_by_status(filter_state)]
+            hostnames = [n.HostName for n in status_client.get_nodes_by_status(filter_state)]
         if not hostnames:
             return
 
         with open("validation.yaml", "r") as f:
             template = f.read()
-        config = template.format(
-            uid="".join(random.choices(string.ascii_letters + string.digits, k=8)),
-            image=cls._ltp_validation_image,
-            instances=len(hostnames),
-            hostnames=",".join(hostnames).lower(),
-        )
-
-        res = requests.post(
-            f"{cls._ltp_rest_server_uri}/api/v2/jobs",
-            data=config,
-            headers={
-                "Content-Type": "text/yaml",
-                "Authorization": f"Bearer {cls._ltp_rest_server_token}"
-            },
-        )
-        if action_client:
-            for hostname in hostnames:
-                action_client.update_node_action(
-                    hostname,
-                    f"{filter_state}-{NodeStatus.VALIDATING.value}",
-                    time.time(), "Submitting validation job for VM", "", "",
+        logger.info(f"Submitting validation job for {hostnames} in state {filter_state}")
+        for hostname in hostnames:
+            try:
+                if not hostname or not hostname.strip():
+                    logger.warning(f"Invalid hostname: {hostname}, skipping validation job submission")
+                    continue
+                config = template.format(
+                    uid="".join(random.choices(string.ascii_letters + string.digits, k=8)),
+                    image=cls._ltp_validation_image,
+                    client_id=cls._azure_client_id,
+                    instances=1,
+                    hostnames=hostname.lower(),
                 )
-        try:
-            res.raise_for_status()
-            print(f"Submitted validation job with response: {res.json()}")
-            if status_client:
-                for hostname in hostnames:
-                    status_client.update_node_status(
+                res = requests.post(
+                    f"{cls._ltp_rest_server_uri}/api/v2/jobs",
+                    data=config,
+                    headers={
+                        "Content-Type": "text/yaml",
+                        "Authorization": f"Bearer {cls._ltp_rest_server_token}"
+                    },
+                )
+                if action_client:
+                    action_client.update_node_action(
                         hostname,
-                        NodeStatus.VALIDATING.value,
-                        time.time(),
+                        f"{filter_state}-{NodeStatus.VALIDATING.value}",
+                        time.time(), "Submitting validation job for VM", "", "",
                     )
-        except Exception as e:
-            print(f"Failed to submit validation job due to:\n{e}")
-            print(f"Raw response: {res.text}")
+                res.raise_for_status()
+                logger.info(f"Submitted validation job for {hostname} with response: {res.json()}")
+                if status_client:
+                    for hostname in hostnames:
+                        status_client.update_node_status(
+                            hostname,
+                            NodeStatus.VALIDATING.value,
+                            time.time(),
+                        )
+            except Exception as e:
+                logger.error(f"Failed to submit validation job due to:\n{e}")
+                logger.error(f"Original response: {res.text if 'res' in locals() else 'N/A'}")
+                logger.error(f"Config used: {config if 'config' in locals() else 'N/A'}")
 
     @classmethod
     def ua_and_deallocate_pipeline(cls, status_client, action_client):
@@ -348,20 +367,33 @@ def ua_and_deallocate_pipeline(cls, status_client, action_client):
             status_client (NodeStatusClient): Node status client in SDK.
             action_client (NodeActionClient): Node action client in SDK.
         """
-        print("Starting to UA Cordoned Nodes")
+        logger.info("Starting to UA Cordoned Nodes")
         ualist = cls.ofr(
             status_client=status_client,
             action_client=action_client,
         )
-        for vmss_id in cls._ltp_vmss_ids.split(","):
-            print(f"Starting to Deallocate Nodes in {vmss_id}")
-            cls.operate(
-                vmss_id,
-                operation="deallocate",
-                hostnames=ualist,
-                status_client=status_client,
-                action_client=action_client,
-            )
+          
+        logger.info(f"Starting to Deallocate Nodes in UA state")
+        with ThreadPoolExecutor(max_workers=2) as executor:
+            futures = []
+            for vmss_id in cls._ltp_vmss_ids.split(","):
+                futures.append(
+                    executor.submit(
+                        cls.operate,
+                        vmss_id,
+                        operation="deallocate",
+                        status_client=status_client,
+                        action_client=action_client,
+                        from_state=NodeStatus.UA.value,
+                        to_state=NodeStatus.DEALLOCATED_UA.value,
+                    )
+                )
+
+            for f in futures:
+                try:
+                    f.result()
+                except Exception as e:
+                    logger.error(f"Error operating on {vmss_id}: {e}")
 
     @classmethod
     def start_and_validate_pipeline(cls, status_client, action_client):
@@ -372,42 +404,69 @@ def start_and_validate_pipeline(cls, status_client, action_client):
             status_client (NodeStatusClient): Node status client in SDK.
             action_client (NodeActionClient): Node action client in SDK.
         """
-        for vmss_id in cls._ltp_vmss_ids.split(","):
-            print(f"Starting to Start Nodes in {vmss_id}")
-            started_vms = cls.operate(
-                vmss_id,
-                operation="start",
-                status_client=status_client,
-                action_client=action_client,
-            )
-            if len(started_vms) > 0:
-                # TODO: check node status in k8s
-                time.sleep(300)
-                print(f"Starting to Validate Nodes in {vmss_id}")
-                cls.validate(
-                    hostnames=[vm["computer_name"] for vm in started_vms],
-                    status_client=status_client,
-                    action_client=action_client,
+        with ThreadPoolExecutor(max_workers=2) as executor:
+            futures = []
+            for vmss_id in cls._ltp_vmss_ids.split(","):
+                futures.append(
+                    executor.submit(
+                        cls.operate,
+                        vmss_id,
+                        operation="start",
+                        status_client=status_client,
+                        action_client=action_client,
+                        from_state=NodeStatus.DEALLOCATED_UA.value,
+                        to_state=NodeStatus.ALLOCATED_UA.value
+                    )
                 )
+                futures.append(
+                    executor.submit(
+                        cls.operate,
+                        vmss_id,
+                        operation="start",
+                        status_client=status_client,
+                        action_client=action_client,
+                        from_state=NodeStatus.DEALLOCATED_PLATFORM.value,
+                        to_state=NodeStatus.ALLOCATED_PLATFORM.value
+                    )
+                )
+
+            for f in futures:
+                try:
+                    started_vms = f.result()
+                    if len(started_vms) > 0:
+                        # TODO: check node status in k8s
+                        logger.info(f"Starting to Validate Nodes in {vmss_id}")
+                        cls.validate(
+                            hostnames=[vm["computer_name"] for vm in started_vms],
+                            status_client=status_client,
+                            action_client=action_client,
+                        )
+                except Exception as e:
+                    logger.error(f"Error operating on {vmss_id}: {e}") 
         # validate previous failed nodes as well
-        time.sleep(30)
-        print("Starting to Validate Allocated Nodes")
-        cls.validate(status_client=status_client, action_client=action_client)
+        logger.info("Starting to Validate Allocated Nodes")
+        cls.validate(status_client=status_client, action_client=action_client,
+                     filter_state=NodeStatus.ALLOCATED_UA.value)
+        cls.validate(status_client=status_client, action_client=action_client,
+                     filter_state=NodeStatus.ALLOCATED_PLATFORM.value)
+        cls.validate(status_client=status_client, action_client=action_client,
+                     filter_state=NodeStatus.TRIAGED_USER.value)
 
     @classmethod
-    def node_recycle_pipeline_loop(cls, interval=1800):
+    def node_recycle_pipeline_loop(cls, interval=600):
         """Pipeline loop to recycle nodes with hardware failures.
-        Update Kusto status and action tables accordingly.
+        Updates storage backend (Kusto or PostgreSQL) based on configuration.
 
         Args:
             interval (int): Time interval to repeat the pipeline in the loop.
         """
-        status_client, action_client = NodeStatusClient(), NodeActionClient()
-        print("Created Kusto clients for node status and action tables")
+        status_client = create_node_status_client()
+        action_client = create_node_action_client()
+        logger.info("Created storage clients for node status and action tables")
         while True:
-            print(f"{datetime.now()} Starting to UA and Deallocate Nodes")
+            logger.info(f"{datetime.now()} Starting to UA and Deallocate Nodes")
             cls.ua_and_deallocate_pipeline(status_client, action_client)
-            print(f"{datetime.now()} Starting to Start and Validate Nodes")
+            logger.info(f"{datetime.now()} Starting to Start and Validate Nodes")
             cls.start_and_validate_pipeline(status_client, action_client)
             time.sleep(interval)
 
diff --git a/src/alert-manager/src/node-recycler/requirements.txt b/src/alert-manager/src/node-recycler/requirements.txt
index 6d1d5d9b..b2a807ae 100644
--- a/src/alert-manager/src/node-recycler/requirements.txt
+++ b/src/alert-manager/src/node-recycler/requirements.txt
@@ -1,4 +1,6 @@
+./ltp-storage-common
 ./kusto-sdk
+./postgresql-sdk
 ./python-icm
 azure-identity
 azure-mgmt-compute
diff --git a/src/alert-manager/src/node-recycler/validation.yaml b/src/alert-manager/src/node-recycler/validation.yaml
index 817209f2..6a6ac812 100644
--- a/src/alert-manager/src/node-recycler/validation.yaml
+++ b/src/alert-manager/src/node-recycler/validation.yaml
@@ -1,11 +1,15 @@
 protocolVersion: 2
 name: superbench_uaback_auto_{uid}
 type: job
-jobRetryCount: 3
+jobRetryCount: 0
 prerequisites:
   - type: dockerimage
     uri: {image}
     name: superbench_image
+secrets:
+  client_id: {client_id}
+parameters:
+  resource_id: 499b84ac-1321-427f-aa17-267ca6975798
 taskRoles:
   taskrole:
     instances: {instances}
@@ -19,12 +23,8 @@ taskRoles:
     resourcePerInstance:
       gpu: 8
       cpu: 88
-      memoryMB: 1638400
+      memoryMB: 819200
     commands:
-      - export AZURE_SKU=$(curl -sH "Metadata: true" "http://169.254.169.254/metadata/instance/compute/vmSize?api-version=2020-06-01&format=text")
-      - export NCCL_SOCKET_IFNAME=eth0
-      - export CUDA_DEVICE_ORDER=PCI_BUS_ID
-      - export NCCL_DEBUG=WARN
       - export NODE_COUNT=1
       - export NODE_LIST=localhost
       - >-
@@ -32,11 +32,16 @@ taskRoles:
         /etc/profile|' /opt/superbench/superbench/runner/runner.py
       - pip install /opt/superbench/
       - pip uninstall ansible_core -y
-      - git clone https://LuciaTrainingPlatform@dev.azure.com/LuciaTrainingPlatform/LTP/_git/ltp-validation /LTPvalidation
-      - cd /LTPvalidation
+      - curl -sL https://aka.ms/InstallAzureCLIDeb | bash
+      - az login --identity --client-id <% $secrets.client_id %> --allow-no-subscriptions
+      - >-
+        git -c http.extraheader="AUTHORIZATION: Bearer $(az account get-access-token --resource <% $parameters.resource_id %> --query accessToken -o tsv)"
+        clone https://LuciaTrainingPlatform@dev.azure.com/LuciaTrainingPlatform/LTP/_git/ltp-validation /opt/ltp-validation
+      - cd /opt/ltp-validation
+      - export DATE=$(date +%Y%m%d%H%M%S)
       - >-
         python3 script/run.py --category NCCL TensorCore IB PCIe Model
-        --output-dir /output/validation-$(date '+%Y-%m-%d_%H-%M-%S')
+        --output-dir /output/validation/validation-$DATE
 defaults:
   virtualCluster: default
 extras:
@@ -44,8 +49,12 @@ extras:
   forceNodes: {hostnames}
   enableLocalStorage:
     enabled: true
-    hostpath: /mntext/validation
+    hostpath: /mntext
     mntpath: /output
   hivedScheduler:
     jobPriorityClass: oppo
+  jobStatusChangeNotification:
+    running: true
+    succeeded: true
+    failed: true
   submitFrom: submit-job-v2
diff --git a/src/alert-manager/src/nvidia-gpu-low-perf-fixer/nvidia-gpu-low-perf-fixer.sh b/src/alert-manager/src/nvidia-gpu-low-perf-fixer/nvidia-gpu-low-perf-fixer.sh
index 8903f09f..c52ea6c3 100644
--- a/src/alert-manager/src/nvidia-gpu-low-perf-fixer/nvidia-gpu-low-perf-fixer.sh
+++ b/src/alert-manager/src/nvidia-gpu-low-perf-fixer/nvidia-gpu-low-perf-fixer.sh
@@ -1,4 +1,8 @@
 #!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 set -ex
 
 echo "MINOR_NUMBER: ${MINOR_NUMBER}"
diff --git a/src/alert-manager/src/redis-monitoring/redis-watch.sh b/src/alert-manager/src/redis-monitoring/redis-watch.sh
new file mode 100755
index 00000000..1929ce9f
--- /dev/null
+++ b/src/alert-manager/src/redis-monitoring/redis-watch.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+INTERVAL=5
+
+while true; do
+  echo "==== $(date) ===="
+  for stream in collection_requests monitor_results detection_events; do
+    len=$(redis-cli xlen $stream 2>/dev/null)
+    echo "Stream $stream: ${len:-Not created}"
+  done
+  redis-cli info memory | grep -E 'used_memory_human|evicted_keys|mem_fragmentation_ratio'
+  redis-cli info clients | grep -E 'connected_clients|blocked_clients'
+  redis-cli info stats | grep instantaneous_ops_per_sec
+  sleep $INTERVAL
+done
\ No newline at end of file
diff --git a/src/cluster-configuration/deploy/configmap-create.sh b/src/cluster-configuration/deploy/configmap-create.sh
index fd1d9e48..e96cbfc1 100755
--- a/src/cluster-configuration/deploy/configmap-create.sh
+++ b/src/cluster-configuration/deploy/configmap-create.sh
@@ -22,3 +22,7 @@ kubectl create configmap  docker-credentials --from-file=docker-credentials/ --d
 kubectl create configmap  gpu-configuration --from-file=gpu-configuration/ --dry-run=client -o yaml | kubectl apply --overwrite=true -f - || exit $?
 kubectl create configmap  pai-version --from-file=../../../version/PAI.VERSION --dry-run=client -o yaml | kubectl apply --overwrite=true -f - || exit $?
 kubectl create configmap  k8s-version --from-file=../../../version/K8S.VERSION --dry-run=client -o yaml | kubectl apply --overwrite=true -f - || exit $?
+
+kubectl get nodes -o jsonpath='{range .items[*]}{.status.addresses[?(@.type=="InternalIP")].address}{"\t"}{.metadata.name}{"\n"}{end}' \
+  | kubectl create configmap k8s-etc-hosts --from-file=k8s-etc-hosts.txt=/dev/stdin --dry-run=client -o yaml \
+  | kubectl apply -f - || exit $?
diff --git a/src/cluster-configuration/deploy/refresh.sh b/src/cluster-configuration/deploy/refresh.sh
index 19bdc37f..34c33732 100644
--- a/src/cluster-configuration/deploy/refresh.sh
+++ b/src/cluster-configuration/deploy/refresh.sh
@@ -29,4 +29,11 @@ kubectl create configmap docker-credentials --from-file=docker-credentials/ --dr
 echo "refresh gpu-configuration"
 kubectl create configmap gpu-configuration --from-file=gpu-configuration/ --dry-run=client -o yaml | kubectl apply -f - || exit $?
 
-popd > /dev/null
\ No newline at end of file
+echo "refresh k8s-etc-hosts"
+kubectl get nodes -o jsonpath='{range .items[*]}{.status.addresses[?(@.type=="InternalIP")].address}{"\t"}{.metadata.name}{"\n"}{end}' \
+  | kubectl create configmap k8s-etc-hosts --from-file=k8s-etc-hosts.txt=/dev/stdin --dry-run=client -o yaml \
+  | kubectl apply -f - || exit $?
+kubectl delete job write-etc-hosts --ignore-not-found
+kubectl apply -f write-etc-hosts.yaml || exit $?
+
+popd > /dev/null
diff --git a/src/cluster-configuration/deploy/service.yaml b/src/cluster-configuration/deploy/service.yaml
index 91c92248..bb30bd63 100644
--- a/src/cluster-configuration/deploy/service.yaml
+++ b/src/cluster-configuration/deploy/service.yaml
@@ -21,6 +21,7 @@ cluster-type:
 
 template-list:
   - secret.yaml
+  - write-etc-hosts.yaml
   - host-configuration/host-configuration.yaml
   - gpu-configuration/gpu-configuration.yml
   - gpu-configuration/gpu-configuration.json
diff --git a/src/cluster-configuration/deploy/start.sh.template b/src/cluster-configuration/deploy/start.sh.template
index c9e2bb8c..216d8696 100644
--- a/src/cluster-configuration/deploy/start.sh.template
+++ b/src/cluster-configuration/deploy/start.sh.template
@@ -35,6 +35,9 @@ rm -rf secret-system.yaml
 # Create priorityClass for PAI daemon
 kubectl apply --overwrite=true -f priority-class.yaml || exit $?
 
+# Amend /etc/hosts for master node
+kubectl apply -f write-etc-hosts.yaml || exit $?
+
 # Add `pai-master`, `pai-worker`, `pai-storage` label to corresponding nodes and remove irrelant labels
 (
 {%- for host in cluster_cfg['layout']['machine-list'] %}
diff --git a/src/cluster-configuration/deploy/stop.sh.template b/src/cluster-configuration/deploy/stop.sh.template
index 70f8cc98..ff95d79e 100644
--- a/src/cluster-configuration/deploy/stop.sh.template
+++ b/src/cluster-configuration/deploy/stop.sh.template
@@ -39,6 +39,11 @@ if kubectl get configmap | grep -q "k8s-version"; then
     kubectl delete configmap k8s-version || exit $?
 fi
 
+if kubectl get configmap | grep -q "k8s-etc-hosts"; then
+    kubectl delete configmap k8s-etc-hosts || exit $?
+fi
+kubectl delete job write-etc-hosts --ignore-not-found || exit $?
+
 if kubectl get secret | grep -q "{{ cluster_cfg['cluster']['docker-registry']['secret-name'] }}"; then
     kubectl delete secret {{ cluster_cfg['cluster']['docker-registry']['secret-name'] }} || exit $?
 fi
diff --git a/src/cluster-configuration/deploy/write-etc-hosts.yaml.template b/src/cluster-configuration/deploy/write-etc-hosts.yaml.template
new file mode 100644
index 00000000..7f8118f0
--- /dev/null
+++ b/src/cluster-configuration/deploy/write-etc-hosts.yaml.template
@@ -0,0 +1,57 @@
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: write-etc-hosts
+spec:
+  backoffLimit: 0
+  template:
+    spec:
+      restartPolicy: Never
+      nodeSelector:
+        pai-master: "true"
+      volumes:
+        - name: host-etc
+          hostPath:
+            path: /etc
+            type: Directory
+        - name: hosts-config
+          configMap:
+            name: k8s-etc-hosts
+            items:
+              - key: k8s-etc-hosts.txt
+                path: k8s-etc-hosts.txt
+      containers:
+        - name: writer
+          image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}alpine:3.21
+          securityContext:
+            runAsUser: 0
+            privileged: true
+          command:
+            - sh
+            - -c
+            - |
+              set -euo pipefail
+              MARKER_START="# BEGIN K8S NODES (managed)"
+              MARKER_END="# END K8S NODES (managed)"
+              HOSTS="/host/etc/hosts"
+              BACKUP="${HOSTS}.k8s.bak.$(date +%s)"
+              TMP="$(mktemp)"
+              echo "Backing up $HOSTS -> $BACKUP"
+              cp "$HOSTS" "$BACKUP"
+              if grep -qF "$MARKER_START" "$HOSTS"; then
+                awk "/$MARKER_START/{exit} {print}" "$HOSTS" > "$TMP"
+              else
+                cat "$HOSTS" > "$TMP"
+              fi
+              echo "$MARKER_START" >> "$TMP"
+              cat /etc/k8s-etc-hosts.txt >> "$TMP"
+              echo "$MARKER_END" >> "$TMP"
+              cp "$TMP" "$HOSTS"
+              rm -f "$TMP"
+              echo "Wrote managed block into $HOSTS; backup at $BACKUP"
+          volumeMounts:
+            - name: host-etc
+              mountPath: /host/etc
+            - name: hosts-config
+              mountPath: /etc/k8s-etc-hosts.txt
+              subPath: k8s-etc-hosts.txt
diff --git a/src/cluster-local-storage-worker/deploy/cluster-local-storage-worker.yaml.template b/src/cluster-local-storage-worker/deploy/cluster-local-storage-worker.yaml.template
new file mode 100644
index 00000000..aae8b7be
--- /dev/null
+++ b/src/cluster-local-storage-worker/deploy/cluster-local-storage-worker.yaml.template
@@ -0,0 +1,73 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+{%- if cluster_cfg['cluster']['common']['cluster-local-storage'] == 'true' %}
+apiVersion: apps/v1
+kind: DaemonSet
+metadata:
+  name: cluster-local-storage-worker-ds
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: cluster-local-storage-worker
+  template:
+    metadata:
+      name: cluster-local-storage-worker
+      labels:
+        app: cluster-local-storage-worker
+    spec:
+      hostNetwork: true
+      priorityClassName: pai-daemon-priority
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
+      containers:
+      - name: cluster-local-storage-worker
+        image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}cluster-local-storage:{{ cluster_cfg["cluster"]["docker-registry"]["tag"] }}
+        imagePullPolicy: Always
+        securityContext:
+          runAsUser: 0
+          allowPrivilegeEscalation: false
+          capabilities:
+            add: ["NET_ADMIN"]
+        command:
+        - /bin/bash
+        - -c
+        - /usr/local/cluster-local-storage/init.sh && sleep infinity
+        env:
+        - name: CLUSTER_LOCAL_STORAGE_WORKER
+          value: "TRUE"
+        - name: CLUSTER_LOCAL_STORAGE_IPOIB_NUM
+          value: "8"
+        - name: CLUSTER_LOCAL_STORAGE_IPOIB_PREFIX
+          value: "ib"
+        - name: CLUSTER_LOCAL_STORAGE_ROOT
+          value: '{{ cluster_cfg["cluster-local-storage"]["job-path"] }}'
+        volumeMounts:
+        - name: ssh-keys
+          mountPath: /secret
+          readOnly: true
+        - name: clstore
+          mountPath: '{{ cluster_cfg["cluster-local-storage"]["job-path"] }}'
+        livenessProbe:
+          exec:
+            command:
+            - sh
+            - -c
+            - 'pgrep -x sshd >/dev/null && pgrep -f "rsync.*--daemon" >/dev/null'
+          initialDelaySeconds: 60
+          periodSeconds: 10
+      volumes:
+      - name: ssh-keys
+        secret:
+          secretName: cluster-local-storage-ssh-keys
+      - name: clstore
+        hostPath:
+          path: '{{ cluster_cfg["cluster-local-storage"]["host-path"] }}'
+      tolerations:
+      - key: node.kubernetes.io/memory-pressure
+        operator: "Exists"
+      - key: node.kubernetes.io/disk-pressure
+        operator: "Exists"
+{%- endif %}
diff --git a/src/cluster-local-storage-worker/deploy/delete.sh b/src/cluster-local-storage-worker/deploy/delete.sh
new file mode 100644
index 00000000..5ec9fce3
--- /dev/null
+++ b/src/cluster-local-storage-worker/deploy/delete.sh
@@ -0,0 +1,11 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+pushd $(dirname "$0") > /dev/null
+
+/bin/bash stop.sh || exit $?
+
+popd > /dev/null
diff --git a/src/cluster-local-storage-worker/deploy/service.yaml b/src/cluster-local-storage-worker/deploy/service.yaml
new file mode 100644
index 00000000..2f97f961
--- /dev/null
+++ b/src/cluster-local-storage-worker/deploy/service.yaml
@@ -0,0 +1,21 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+cluster-type:
+  - k8s
+
+prerequisite:
+  - cluster-configuration
+
+template-list:
+  - start.sh
+  - stop.sh
+  - cluster-local-storage-worker.yaml
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+
+deploy-rules:
+  - in: pai-worker
diff --git a/src/cluster-local-storage-worker/deploy/start.sh.template b/src/cluster-local-storage-worker/deploy/start.sh.template
new file mode 100644
index 00000000..b051a04b
--- /dev/null
+++ b/src/cluster-local-storage-worker/deploy/start.sh.template
@@ -0,0 +1,26 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+{% if cluster_cfg['cluster']['common']['cluster-local-storage'] == 'true' %}
+pushd $(dirname "$0") > /dev/null
+
+if ! kubectl get secret cluster-local-storage-ssh-keys >/dev/null 2>&1; then
+    ssh-keygen -t ed25519 -f ssh_host_ed25519_key -N '' -C '' || exit $?
+    kubectl create secret generic cluster-local-storage-ssh-keys \
+        --from-file=ssh_host_ed25519_key.pub=./ssh_host_ed25519_key.pub \
+        --from-file=ssh_host_ed25519_key=./ssh_host_ed25519_key \
+        --dry-run=client -o yaml | kubectl apply -f - || exit $?
+    rm -f ./ssh_host_ed25519_key*
+fi
+
+kubectl apply --overwrite=true -f cluster-local-storage-worker.yaml || exit $?
+
+sleep 10
+# Wait until the service is ready.
+PYTHONPATH="../../../deployment" python -m  k8sPaiLibrary.monitorTool.check_pod_ready_status -w -k app -v cluster-local-storage-worker || exit $?
+
+popd > /dev/null
+{% endif %}
diff --git a/src/cluster-local-storage-worker/deploy/stop.sh.template b/src/cluster-local-storage-worker/deploy/stop.sh.template
new file mode 100644
index 00000000..05bca7e7
--- /dev/null
+++ b/src/cluster-local-storage-worker/deploy/stop.sh.template
@@ -0,0 +1,19 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+{% if cluster_cfg['cluster']['common']['cluster-local-storage'] == 'true' %}
+pushd $(dirname "$0") > /dev/null
+
+if kubectl get daemonset | grep -q "cluster-local-storage-worker-ds"; then
+    kubectl delete ds cluster-local-storage-worker-ds
+fi
+
+if kubectl get secret cluster-local-storage-ssh-keys >/dev/null 2>&1; then
+    kubectl delete secret cluster-local-storage-ssh-keys || exit $?
+fi
+
+popd > /dev/null
+{% endif %}
diff --git a/src/cluster-local-storage/bin/bcast.sh b/src/cluster-local-storage/bin/bcast.sh
new file mode 100644
index 00000000..eb1dea1a
--- /dev/null
+++ b/src/cluster-local-storage/bin/bcast.sh
@@ -0,0 +1,218 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+log() {
+  local level=$1
+  shift
+  local message="$*"
+
+  local color='\033[1;33m'
+  local reset='\033[0m'
+
+  local timestamp="${color}$(date '+%Y-%m-%d %H:%M:%S')${reset}"
+  case "$level" in
+    info)
+      color='\033[1;32m'
+      ;;
+    warn | warning)
+      color='\033[1;35m'
+      ;;
+    error)
+      color='\033[1;31m'
+      ;;
+    debug)
+      color='\033[1;33m'
+      ;;
+    *)
+      color='\033[1;36m'
+      ;;
+  esac
+  echo -e "${timestamp} ${color}[${level^^}]${reset} $message"
+}
+
+# Initialize variables
+verbose=0
+step=""
+path=""
+source="$(hostname)"
+hostfile=""
+
+# Process options
+while getopts "vs:p:h:" opt; do
+  case "$opt" in
+    v)
+      verbose=1
+      ;;
+    s)
+      step="$OPTARG"
+      ;;
+    p)
+      path="$OPTARG"
+      ;;
+    h)
+      hostfile="$OPTARG"
+      ;;
+    *)
+      log error "Usage: $0 -v -s <step> -p <path> -h <hostfile>"
+      exit 1
+      ;;
+  esac
+done
+
+# Remove options from the positional parameters list
+shift $((OPTIND - 1))
+
+if [ -z "$path" ] || [ -z "$hostfile" ]; then
+  log error "Usage: $0 -v -s <step> -p <path> -h <hostfile>"
+  exit 1
+fi
+sed -i "/^$source$/Id" $hostfile
+
+# Settings
+num_parts=$(wc -l < $hostfile)
+mnt_path="${CLUSTER_LOCAL_STORAGE_ROOT%/}"
+rsync_module="clstore"
+tmpdir=$(mktemp -d /tmp/datacopy.XXXXXX)
+file_list="$tmpdir/bcast_list"
+file_prefix="$tmpdir/bcast_part_"
+file_selflist="$tmpdir/bcast_selflist"
+script_list="$tmpdir/bcast_sh"
+
+if [ "$num_parts" -eq "0" ]; then
+  log error "No node in hostfile"
+  exit 1
+fi
+if [ -z "$mnt_path" ]; then
+  log error "CLUSTER_LOCAL_STORAGE_ROOT is empty"
+  exit 1
+fi
+
+rsync_args="-aOS --partial --no-o --no-g"
+if [ "$verbose" -eq "1" ]; then
+  rsync_args="-avPOS --no-o --no-g"
+fi
+if [ -n "$RSYNC_PORT" ]; then
+  rsync_args+=" --port=$RSYNC_PORT"
+fi
+
+calc_ipoib_addr() {
+  local hca_idx=$1
+  local host_idx=$2
+  echo "172.2$(( hca_idx % 8 )).$(( host_idx / 251 )).$(( host_idx % 251 + 4 ))"
+}
+
+log_exit() {
+  log error "--- Step $1 Failed ---"
+  exit $2
+}
+
+# Step 1
+# ======
+if [ -z "$step" ] || [ "$step" -eq "1" ]; then
+  log info "--- Step 1 Started ---"
+  timer=$SECONDS
+
+  # Calculate total size and expected part size
+  total_size=0
+  find "$path" -type f > $file_list
+  while IFS= read -r line; do
+    size=$(stat -c %s "$line")
+    total_size=$((total_size + size))
+  done < $file_list
+  part_size=$(( total_size / num_parts ))
+  log info "Data total size: $total_size bytes, average part size: $part_size bytes"
+
+  # Split file list into n parts according to sizes
+  part=0
+  current_size=0
+  file_part="${file_prefix}$(printf "%03d" $part)"
+  >| $file_part
+  while IFS= read -r line; do
+    size=$(stat -c %s "$line")
+    current_size=$(( current_size + size ))
+    echo "$line" >> $file_part
+    if [ "$current_size" -ge "$((part_size * 389 / 400))" ] && [ "$part" -lt "$((num_parts - 1))" ]; then
+      part=$(( part + 1 ))
+      current_size=0
+      file_part="${file_prefix}$(printf "%03d" $part)"
+      >| $file_part
+    fi
+  done < $file_list
+  for part in $(seq 0 $((num_parts - 1))); do
+    file_part="${file_prefix}$(printf "%03d" $part)"
+    if [ -f "$file_part" ]; then
+      log info "Part $part: $(tr '\n' '\0' < $file_part | du -ch --files0-from=- | awk '/total/{print $1}') bytes, $(wc -l < $file_part) files"
+    fi
+  done
+
+  # Push to each node with rsync
+  parallel-ssh -i -t 30 -p $num_parts -h $hostfile "mkdir -p $path && chown \$USER:\$USER $path"
+  rsync_push() {
+    local part=$1
+
+    target=$(sed -n "$((part + 1))p" $hostfile)
+    file_part="${file_prefix}$(printf "%03d" $part)"
+
+    # Get IPoIB from hostname
+    target_idx=$((36#$(echo $target | rev | cut -c1-2 | rev)))
+    target_ipoib="$(calc_ipoib_addr $part $target_idx)"
+    source_idx=$((36#$(hostname | rev | cut -c1-2 | rev)))
+    source_ipoib="$(calc_ipoib_addr $part $source_idx)"
+
+    echo "Rsync push $file_part from $source_ipoib to $target_ipoib ..."
+    if [ -f "$file_part" ]; then
+      sed -i "s|$mnt_path/||g" $file_part
+      rsync $rsync_args --files-from=$file_part --address=$source_ipoib ${mnt_path} rsync://$target_ipoib/$rsync_module
+    fi
+  }
+  export rsync_args rsync_module mnt_path file_prefix hostfile
+  export -f calc_ipoib_addr rsync_push
+  parallel -j $num_parts --halt-on-error now,fail=1 rsync_push ::: $(seq 0 $((num_parts - 1))) || log_exit 1 $?
+
+  log timer "Finished in $((SECONDS - timer)) seconds"
+  log info "--- Step 1 Completed Successfully ---"
+fi
+
+# Step 2
+# ======
+if [ -z "$step" ] || [ "$step" -eq "2" ]; then
+  log info "--- Step 2 Started ---"
+  timer=$SECONDS
+
+  # Prepare a bash file with rsync commands
+  >| $script_list
+  mapfile -t hosts < $hostfile
+  for (( i=0; i<${#hosts[@]}; i++ )); do
+    source_idx=$((36#$(echo ${hosts[i]} | rev | cut -c1-2 | rev)))
+    for (( j=0; j<${#hosts[@]}; j++ )); do
+      target_idx=$((36#$(echo ${hosts[j]} | rev | cut -c1-2 | rev)))
+      if [ "$i" -ne "$j" ]; then
+        no=$((i + j))
+        # Get IPoIB from hostname
+        source_ipoib="$(calc_ipoib_addr $no $source_idx)"
+        target_ipoib="$(calc_ipoib_addr $no $target_idx)"
+
+        echo "${hosts[i]},${hosts[j]},rsync $rsync_args --files-from=$file_selflist --address=$source_ipoib ${mnt_path} rsync://$target_ipoib/$rsync_module" >> $script_list
+      fi
+    done
+  done
+  log info "Generated $script_list file."
+
+  parallel-ssh -i -t 30 -p $num_parts -h $hostfile "mkdir -p $tmpdir && find $path -type f | sed \"s|$mnt_path/||g\" > $file_selflist"  || log_exit 2 $?
+  log info "Prepared $file_selflist file."
+  parallel-scp -t 120 -p $num_parts -h $hostfile $script_list $script_list || log_exit 2 $?
+  log info "Distributed $script_list file."
+
+  # Execute via parallel
+  log info "Rsync push in parallel ..."
+  parallel-ssh -i -t 0 -p 150 -h $hostfile "cat $script_list | grep -i ^\$(hostname) | cut -d, -f3 | parallel -j $num_parts"
+
+  # Re-check by re-run
+  log info "Rsync again to re-check ..."
+  parallel-ssh -i -t 0 -p 32 -h $hostfile "cat $script_list | grep -i ^\$(hostname) | cut -d, -f3 | parallel -j $num_parts --halt-on-error now,fail=1" || log_exit 2 $?
+
+  log timer "Finished in $((SECONDS - timer)) seconds"
+  log info "--- Step 2 Completed Successfully ---"
+fi
diff --git a/src/cluster-local-storage/bin/datasync.sh b/src/cluster-local-storage/bin/datasync.sh
new file mode 100644
index 00000000..07e41509
--- /dev/null
+++ b/src/cluster-local-storage/bin/datasync.sh
@@ -0,0 +1,91 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+set -e
+
+if [ "$#" -ne 3 ]; then
+  echo "Usage: $0 <dir> <source> <target>"
+  exit 1
+fi
+
+DIR="${1%/}/"
+SOURCE=$2
+TARGET=$3
+
+PARTS="${CLUSTER_LOCAL_STORAGE_IPOIB_NUM:-8}"
+mnt_path="${CLUSTER_LOCAL_STORAGE_ROOT%/}"
+rsync_module="clstore"
+tmpdir=$(mktemp -d /tmp/datasync.XXXXXX)
+FILELIST="$tmpdir/datasync_filelist"
+FILEPREFIX="$tmpdir/datasync_filepart_"
+
+# Generate the list of all files in the specified directory
+find "$DIR" -type f > "$FILELIST"
+
+# Split the file list into 8 parts
+total_size=0
+while IFS= read -r file; do
+  size=$(stat -c %s "$file")
+  total_size=$((total_size + size))
+done < "$FILELIST"
+target_size=$(( total_size / PARTS ))
+echo "Data total size: $total_size bytes, per NIC size: $target_size bytes"
+
+part=0
+current_size=0
+output="${FILEPREFIX}${part}"
+> "$output"
+
+while IFS= read -r file; do
+  size=$(stat -c %s "$file")
+  current_size=$(( current_size + size ))
+  echo "$file" >> "$output"
+
+  # If the cumulative size meets/exceeds the target (and we aren't on the last part),
+  # start a new part.
+  if [ "$current_size" -ge "$target_size" ] && [ "$part" -lt "$((PARTS - 1))" ]; then
+    part=$(( part + 1 ))
+    output="${FILEPREFIX}${part}"
+    > "$output"
+    current_size=0
+  fi
+done < "$FILELIST"
+
+for i in $(seq 0 $((PARTS - 1))); do
+  PART_FILE="${FILEPREFIX}${i}"
+  if [ -f "$PART_FILE" ]; then
+    echo "Part $i: $(tr '\n' '\0' < $PART_FILE | du -ch --files0-from=- | awk '/total/{print $1}') bytes, $(wc -l < $PART_FILE) lines"
+  fi
+done
+
+# rsync files using 8 NICs
+ARGS="-aOS --partial --no-o --no-g"
+if [ -n "$RSYNC_VERBOSE" ]; then
+  ARGS="-avPOS --no-o --no-g"
+fi
+if [ -n "$RSYNC_PORT" ]; then
+  ARGS+=" --port=$RSYNC_PORT"
+fi
+for i in $(seq 0 $((PARTS - 1))); do
+  SOURCE_IDX=$((36#$(echo $SOURCE | rev | cut -c1-2 | rev)))
+  TARGET_IDX=$((36#$(echo $TARGET | rev | cut -c1-2 | rev)))
+  SOURCE_IPOIB="172.2$i.$(( SOURCE_IDX / 251 )).$(( SOURCE_IDX % 251 + 4 ))"
+  TARGET_IPOIB="172.2$i.$(( TARGET_IDX / 251 )).$(( TARGET_IDX % 251 + 4 ))"
+  PART_FILE="${FILEPREFIX}${i}"
+  if [ -f "$PART_FILE" ]; then
+    echo -e "\nData sync $PART_FILE from $SOURCE_IPOIB to $TARGET_IPOIB\n"
+    sed -i "s|$mnt_path/||g" "$PART_FILE"
+    rsync $ARGS --files-from="$PART_FILE" --address=$SOURCE_IPOIB $mnt_path rsync://$TARGET_IPOIB/$rsync_module &
+    sleep 1
+  fi
+done
+
+# Wait for all background rsync processes to finish
+wait
+
+echo "Re-check using Ethernet and delete extraneous files"
+rsync $ARGS --delete $DIR $TARGET:$DIR
+
+echo "Data sync completed successfully!"
diff --git a/src/cluster-local-storage/bin/init.sh b/src/cluster-local-storage/bin/init.sh
new file mode 100644
index 00000000..d703238c
--- /dev/null
+++ b/src/cluster-local-storage/bin/init.sh
@@ -0,0 +1,54 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+
+if [ -n "$CLUSTER_LOCAL_STORAGE_WORKER" ]; then
+  CLUSTER_LOCAL_STORAGE_IPOIB_NUM=${CLUSTER_LOCAL_STORAGE_IPOIB_NUM:-8}
+  CLUSTER_LOCAL_STORAGE_IPOIB_PREFIX=${CLUSTER_LOCAL_STORAGE_IPOIB_PREFIX:-ib}
+  idx=$((36#$(hostname | rev | cut -c1-2 | rev)))
+  for i in $(seq 0 $((CLUSTER_LOCAL_STORAGE_IPOIB_NUM - 1))); do
+    ip="172.2$i.$(( idx / 251 )).$(( idx % 251 + 4 ))"
+    iface="$CLUSTER_LOCAL_STORAGE_IPOIB_PREFIX$i"
+    if ! ifconfig $iface >/dev/null 2>&1; then
+      echo "Interface $iface does not exist"
+      exit 255
+    fi
+    ifconfig $iface $ip netmask 255.255.255.0 || exit $?
+    echo $iface $ip SUCCEED
+  done
+fi
+
+env | grep CLUSTER_LOCAL_STORAGE >> /etc/environment
+
+# ssh
+cat /secret/ssh_host_ed25519_key > /etc/ssh/ssh_host_ed25519_key
+cat /secret/ssh_host_ed25519_key.pub > /root/.ssh/authorized_keys
+
+cat > /root/.ssh/config << EOL
+Host *
+    Port $SSHD_PORT
+    IdentityFile /etc/ssh/ssh_host_ed25519_key
+    StrictHostKeyChecking no
+EOL
+service ssh restart
+
+# rsync
+cat > /etc/rsyncd.conf << EOL
+port = $RSYNC_PORT
+use chroot = yes
+max connections = 16384
+pid file = /var/run/rsyncd.pid
+lock file = /var/run/rsync.lock
+log file = /var/log/rsync.log
+
+[clstore]
+    path = $CLUSTER_LOCAL_STORAGE_ROOT
+    comment = cluster local storage
+    uid = root
+    gid = root
+    read only = false
+    list = yes
+EOL
+service rsync restart
diff --git a/src/cluster-local-storage/build/build-pre.sh b/src/cluster-local-storage/build/build-pre.sh
new file mode 100755
index 00000000..ce8c3110
--- /dev/null
+++ b/src/cluster-local-storage/build/build-pre.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+
+pushd $(dirname "$0") > /dev/null
+
+cp -arfT "../../ltp-storage-common" "../src/ltp-storage-common"
+cp -arfT "../../kusto-sdk" "../src/kusto-sdk"
+cp -arfT "../../postgresql-sdk/sdk" "../src/postgresql-sdk"
+
+popd > /dev/null
diff --git a/src/cluster-local-storage/build/cluster-local-storage.common.dockerfile b/src/cluster-local-storage/build/cluster-local-storage.common.dockerfile
new file mode 100644
index 00000000..28c0815b
--- /dev/null
+++ b/src/cluster-local-storage/build/cluster-local-storage.common.dockerfile
@@ -0,0 +1,46 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+
+FROM python:3.12
+
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-get update && \
+    apt-get upgrade -y && \
+    apt-get install -y --no-install-recommends \
+    iproute2 \
+    net-tools \
+    openssh-client \
+    openssh-server \
+    parallel \
+    pssh \
+    rsync
+RUN curl -sL https://aka.ms/downloadazcopy-v10-linux | tar -xz --strip-components=1 -C /usr/local/bin
+
+ENV SSHD_PORT=23333 \
+    RSYNC_PORT=8873
+RUN echo SSHD_PORT="$SSHD_PORT" >> /etc/environment && \
+    echo RSYNC_PORT="$RSYNC_PORT" >> /etc/environment
+RUN mkdir -p /root/.ssh && \
+    touch /root/.ssh/authorized_keys && \
+    mkdir -p /var/run/sshd && \
+    sed -i "s/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/" /etc/ssh/sshd_config && \
+    sed -i "s/[# ]*PermitUserEnvironment no/PermitUserEnvironment yes/" /etc/ssh/sshd_config && \
+    sed -i "s/[# ]*Port.*/Port ${SSHD_PORT}/" /etc/ssh/sshd_config && \
+    cat /etc/ssh/ssh_host_ed25519_key.pub >> /root/.ssh/authorized_keys && \
+    sed -i "s/RSYNC_ENABLE=false/RSYNC_ENABLE=true/" /etc/default/rsync && \
+    echo "* soft nofile 1048576\n* hard nofile 1048576" >> /etc/security/limits.conf && \
+    echo "root soft nofile 1048576\nroot hard nofile 1048576" >> /etc/security/limits.conf
+
+RUN apt purge -y subversion && apt autoremove -y
+
+WORKDIR /usr/src/app
+COPY ./src .
+
+COPY ./bin/* /usr/local/cluster-local-storage/
+RUN chmod -R 0755 /usr/local/cluster-local-storage/
+
+RUN pip3 install --upgrade pip
+RUN pip3 install -r requirements.txt && pip3 install --no-cache-dir --upgrade "urllib3>=2.5.0"
+
+ENTRYPOINT ["/bin/bash", "-c", "/usr/local/cluster-local-storage/init.sh && python3 service.py"]
diff --git a/src/cluster-local-storage/config/cluster-local-storage.yaml b/src/cluster-local-storage/config/cluster-local-storage.yaml
new file mode 100644
index 00000000..d98edd56
--- /dev/null
+++ b/src/cluster-local-storage/config/cluster-local-storage.yaml
@@ -0,0 +1,12 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+service_type: "k8s"
+
+port-base: 17000
+host-path: /mntext/clstore
+job-path: /clstore
+sync-interval: 600
+clusters: []
+clusters_hostname_regex: []
diff --git a/src/cluster-local-storage/config/cluster_local_storage.py b/src/cluster-local-storage/config/cluster_local_storage.py
new file mode 100644
index 00000000..9e06bb7a
--- /dev/null
+++ b/src/cluster-local-storage/config/cluster_local_storage.py
@@ -0,0 +1,39 @@
+#!/usr/bin/env python3
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+
+import copy
+
+
+class ClusterLocalStorage(object):
+    def __init__(self, cluster_conf, service_conf, default_service_conf):
+        self.cluster_conf = cluster_conf
+        self.service_conf = dict(default_service_conf, **service_conf)
+
+    def get_master_ip(self):
+        for host_conf in self.cluster_conf["machine-list"]:
+            if "pai-master" in host_conf and host_conf["pai-master"] == "true":
+                return host_conf["hostip"]
+        return None
+
+    def validation_pre(self):
+        for k in ["port-base", "host-path", "job-path"]:
+            if k not in self.service_conf:
+                return False, f"{k} is not found in cluster local storage service configuration"
+        if not self.get_master_ip():
+            return False, f"No master ip found"
+        return True, None
+
+    def run(self):
+        config = copy.deepcopy(self.service_conf)
+        config['ip'] = self.get_master_ip()
+        return config
+
+    def validation_post(self, conf):
+        vc = conf["hivedscheduler"]["structured-config"].get("virtualClusters", {}).keys()
+        diff = list(set(self.service_conf["clusters"]) ^ set(vc))
+        if diff:
+            print(f"[WARNING] Mismatched clusters with VC: {list(diff)}")
+        return True, None
diff --git a/src/cluster-local-storage/deploy/cluster-local-storage.yaml.template b/src/cluster-local-storage/deploy/cluster-local-storage.yaml.template
new file mode 100644
index 00000000..54c0e0f0
--- /dev/null
+++ b/src/cluster-local-storage/deploy/cluster-local-storage.yaml.template
@@ -0,0 +1,96 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+{%- if cluster_cfg['cluster']['common']['cluster-local-storage'] == 'true' %}
+{%- for vc in cluster_cfg['cluster-local-storage']['clusters'] %}
+{% set vcport = cluster_cfg['cluster-local-storage']['port-base'] + loop.index0 %}
+{% set regex = cluster_cfg['cluster-local-storage']['clusters_hostname_regex'][loop.index0] %}
+---
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: cluster-local-storage-sts-{{ vc }}
+  namespace: default
+spec:
+  serviceName: cluster-local-storage-sts-{{ vc }}
+  selector:
+    matchLabels:
+      app: cluster-local-storage-sts-{{ vc }}
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: cluster-local-storage-sts-{{ vc }}
+    spec:
+      hostNetwork: true
+      priorityClassName: pai-daemon-priority
+      serviceAccountName: cluster-local-storage-account
+      nodeSelector:
+        pai-master: "true"
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
+      containers:
+      - name: cluster-local-storage
+        image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}cluster-local-storage:{{ cluster_cfg["cluster"]["docker-registry"]["tag"] }}
+        imagePullPolicy: Always
+        env:
+        - name: CLUSTER_LOCAL_STORAGE_CLUSTER
+          value: '{{ vc }}'
+        - name: CLUSTER_LOCAL_STORAGE_CLUSTER_HOSTNAME_REGEX
+          value: '{{ regex }}'
+        - name: CLUSTER_LOCAL_STORAGE_PORT
+          value: '{{ vcport }}'
+        - name: CLUSTER_LOCAL_STORAGE_ROOT
+          value: '{{ cluster_cfg["cluster-local-storage"]["job-path"] }}'
+        - name: CLUSTER_LOCAL_STORAGE_SYNC_INTERVAL
+          value: '{{ cluster_cfg["cluster-local-storage"]["sync-interval"] }}'
+        - name: CLUSTER_ID
+          value: {{ cluster_cfg["cluster"]["common"]["cluster-id"] }}
+        - name: ENVIRONMENT
+          value: {{ cluster_cfg["alert-manager"]["environment"] | default("prod") }}
+        # Storage backend selection
+        - name: LTP_STORAGE_BACKEND_DEFAULT
+          value: "{{ cluster_cfg['alert-manager'].get('storage-backend', 'kusto') }}"
+{% if cluster_cfg["alert-manager"].get("storage-backend", "kusto") == "kusto" %}
+        - name: KUSTO_USER_ASSIGNED_CLIENT_ID
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["kusto-user-assigned-client-id"] }}
+        - name: LTP_KUSTO_CLUSTER_URI
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["kusto-cluster"] }}
+        - name: LTP_KUSTO_DATABASE_NAME
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["kusto-database"] }}
+        - name: KUSTO_NODE_STATUS_TABLE_NAME
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["node-status-table"] }}
+        - name: KUSTO_NODE_ACTION_TABLE_NAME
+          value: {{ cluster_cfg["alert-manager"]["kusto"]["node-action-table"] }}
+{% endif %}
+{% if cluster_cfg["alert-manager"].get("storage-backend", "kusto") == "postgresql" %}
+        - name: POSTGRES_CONNECTION_STR
+          value: "{{ cluster_cfg['postgresql']['connection-str'] }}"
+        - name: POSTGRES_SCHEMA
+          value: "{{ cluster_cfg['alert-manager']['postgresql'].get('schema', 'ltp_sdk') }}"
+{% endif %}
+        ports:
+        - name: vcport-{{ loop.index0 }}
+          containerPort: {{ vcport }}
+        volumeMounts:
+        - name: ssh-keys
+          mountPath: /secret
+          readOnly: true
+        livenessProbe:
+          httpGet:
+            path: /health
+            port: {{ vcport }}
+          initialDelaySeconds: 10
+          periodSeconds: 60
+      volumes:
+      - name: ssh-keys
+        secret:
+          secretName: cluster-local-storage-ssh-keys
+      tolerations:
+      - key: node.kubernetes.io/memory-pressure
+        operator: "Exists"
+      - key: node.kubernetes.io/disk-pressure
+        operator: "Exists"
+{%- endfor %}
+{%- endif %}
diff --git a/src/cluster-local-storage/deploy/delete.sh b/src/cluster-local-storage/deploy/delete.sh
new file mode 100644
index 00000000..5ec9fce3
--- /dev/null
+++ b/src/cluster-local-storage/deploy/delete.sh
@@ -0,0 +1,11 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+pushd $(dirname "$0") > /dev/null
+
+/bin/bash stop.sh || exit $?
+
+popd > /dev/null
diff --git a/src/cluster-local-storage/deploy/rbac.yaml b/src/cluster-local-storage/deploy/rbac.yaml
new file mode 100644
index 00000000..2e1482f2
--- /dev/null
+++ b/src/cluster-local-storage/deploy/rbac.yaml
@@ -0,0 +1,23 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: cluster-local-storage-account
+  namespace: default
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  name: cluster-local-storage-role-binding
+  namespace: default
+subjects:
+  - kind: ServiceAccount
+    name: cluster-local-storage-account
+    namespace: default
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: cluster-admin
diff --git a/src/cluster-local-storage/deploy/service.yaml b/src/cluster-local-storage/deploy/service.yaml
new file mode 100644
index 00000000..1d13a270
--- /dev/null
+++ b/src/cluster-local-storage/deploy/service.yaml
@@ -0,0 +1,24 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+cluster-type:
+  - k8s
+
+prerequisite:
+  - cluster-configuration
+  - alert-manager
+  - cluster-local-storage-worker
+
+template-list:
+  - start.sh
+  - stop.sh
+  - cluster-local-storage.yaml
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+
+# Not work for YAML file with multiple documents
+# deploy-rules:
+#   - in: pai-master
diff --git a/src/cluster-local-storage/deploy/start.sh.template b/src/cluster-local-storage/deploy/start.sh.template
new file mode 100644
index 00000000..087607a9
--- /dev/null
+++ b/src/cluster-local-storage/deploy/start.sh.template
@@ -0,0 +1,21 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+{% if cluster_cfg['cluster']['common']['cluster-local-storage'] == 'true' %}
+pushd $(dirname "$0") > /dev/null
+
+kubectl apply --overwrite=true -f rbac.yaml || exit $?
+kubectl apply --overwrite=true -f cluster-local-storage.yaml || exit $?
+
+sleep 10
+# Wait until the service is ready.
+{% for vc in cluster_cfg['cluster-local-storage']['clusters'] %}
+PYTHONPATH="../../../deployment" python -m  k8sPaiLibrary.monitorTool.check_pod_ready_status \
+    -w -k app -v cluster-local-storage-sts-{{ vc }} || exit $?
+{% endfor %}
+
+popd > /dev/null
+{% endif %}
diff --git a/src/cluster-local-storage/deploy/stop.sh.template b/src/cluster-local-storage/deploy/stop.sh.template
new file mode 100644
index 00000000..244e493c
--- /dev/null
+++ b/src/cluster-local-storage/deploy/stop.sh.template
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+{% if cluster_cfg['cluster']['common']['cluster-local-storage'] == 'true' %}
+pushd $(dirname "$0") > /dev/null
+
+{% for vc in cluster_cfg['cluster-local-storage']['clusters'] %}
+PYTHONPATH="../../../deployment" python -m k8sPaiLibrary.maintaintool.update_resource \
+    --operation delete --resource statefulset --name cluster-local-storage-sts-{{ vc }}
+{% endfor %}
+
+if kubectl get clusterrolebinding | grep -q "cluster-local-storage-role-binding"; then
+    kubectl delete clusterrolebinding cluster-local-storage-role-binding || exit $?
+fi
+
+if kubectl get serviceaccount | grep -q "cluster-local-storage-account"; then
+    kubectl delete serviceaccount cluster-local-storage-account || exit $?
+fi
+
+popd > /dev/null
+{% endif %}
diff --git a/src/cluster-local-storage/src/kusto-sdk/.gitignore b/src/cluster-local-storage/src/kusto-sdk/.gitignore
new file mode 100644
index 00000000..b4a052ff
--- /dev/null
+++ b/src/cluster-local-storage/src/kusto-sdk/.gitignore
@@ -0,0 +1,21 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+
+**/ltp-storage-common/
+**/ltp-kusto-sdk/
+**/postgresql-sdk/
diff --git a/src/cluster-local-storage/src/requirements.txt b/src/cluster-local-storage/src/requirements.txt
new file mode 100644
index 00000000..e39afdc6
--- /dev/null
+++ b/src/cluster-local-storage/src/requirements.txt
@@ -0,0 +1,4 @@
+./ltp-storage-common
+./kusto-sdk
+./postgresql-sdk
+kubernetes
diff --git a/src/cluster-local-storage/src/service.py b/src/cluster-local-storage/src/service.py
new file mode 100644
index 00000000..032bb6ff
--- /dev/null
+++ b/src/cluster-local-storage/src/service.py
@@ -0,0 +1,417 @@
+#!/usr/bin/env python3
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
+import os
+import re
+import http.server
+import json
+import logging
+import subprocess
+import threading
+import time
+import urllib.parse
+from pathlib import Path
+from collections import Counter
+from concurrent.futures import ThreadPoolExecutor
+
+from kubernetes import client, config
+
+from ltp_storage.factory import create_node_status_client, create_node_action_client
+from ltp_storage.data_schema.node_status import NodeStatus
+
+logging.basicConfig(
+    format="%(asctime)s [%(levelname)s] %(message)s",
+)
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.DEBUG)
+
+
+class ClusterLocalStorageService(http.server.ThreadingHTTPServer):
+    """Cluster-local Storage Service."""
+    def __init__(self, bind, storage_root="/", sync_interval=600):
+        self.root = Path(os.getenv("CLUSTER_LOCAL_STORAGE_ROOT", storage_root)).resolve()
+        self.cluster = os.getenv("CLUSTER_LOCAL_STORAGE_CLUSTER", "")
+        self.cluster_hostname_regex = re.compile(os.getenv("CLUSTER_LOCAL_STORAGE_CLUSTER_HOSTNAME_REGEX", ""), flags=re.IGNORECASE)
+
+        self.lock = threading.Lock()
+        self.state = "idle"
+        self.sync_interval = int(os.getenv("CLUSTER_LOCAL_STORAGE_SYNC_INTERVAL", sync_interval))
+
+        self.status_client = create_node_status_client() if os.getenv("LTP_STORAGE_BACKEND_DEFAULT") else None
+        self.action_client = create_node_action_client() if os.getenv("LTP_STORAGE_BACKEND_DEFAULT") else None
+
+        try:
+            config.load_incluster_config()
+        except config.config_exception.ConfigException:
+            try:
+                config.load_kube_config()
+            except config.config_exception.ConfigException as e:
+                raise RuntimeError("Could not find any Kubernetes credentials") from e
+        self.k8s = client.CoreV1Api()
+
+        self._hostfile = "/tmp/hostfile"
+        self._bin_dir = os.getenv("CLUSTER_LOCAL_STORAGE_BIN", "/usr/local/cluster-local-storage").rstrip("/")
+        self._commands = {
+            "azcopy": "\"azcopy sync --output-level essential --log-level WARNING --recursive '{blob_dir}?{blob_token}' '{path}'\"",
+            "broadcast": f"{self._bin_dir}/bcast.sh -h {self._hostfile} " + "-p {path}",
+            "delete": "rm -rf {path}",
+            "size": f"\"find {self.root}" + " -type f -print0 | du -cb --files0-from=- | awk '/total/{print $1}'\"",
+            "sync": f"{self._bin_dir}/datasync.sh {self.root} " + "{src} {dst}",
+        }
+
+        self._max_workers = int(os.getenv("CLUSTER_LOCAL_STORAGE_MAX_WORKERS", 64))
+        self._shutdown_evt = threading.Event()
+
+        super().__init__(bind, self._handler_factory())
+        self._sync_thread = threading.Thread(
+            target=self._sync_loop,
+            name="sync-loop",
+        )
+        self._sync_thread.start()
+
+        logger.info(f"Serving {self.root} for {self.cluster} cluster on http://{bind[0]}:{bind[1]}")
+
+    def _safe_path(self, rel):
+        p = (self.root / rel).resolve()
+        try:
+            p.relative_to(self.root)
+        except ValueError:
+            raise ValueError(f"Illegal path {rel}") from None
+        return str(p)
+
+    def _set_state(self, new):
+        logger.debug(f"===== State {self.state} -> {new} =====")
+        self.state = new
+
+    def _get_node(self, data=True, num=None, write_file=False):
+        status = NodeStatus.AVAILABLE if data else NodeStatus.AVAILABLE_NODATA
+        hostnames = [n.HostName for n in self.status_client.get_nodes_by_status(status.value)] if self.status_client else []
+        hostnames = list(filter(self.cluster_hostname_regex.search, hostnames))
+        logger.debug(f"Queried {len(hostnames)} {status.value} nodes: {','.join(hostnames)}")
+        if write_file:
+            with open(self._hostfile, "w") as f:
+                f.write("\n".join(hostnames) + "\n")
+        if num and len(hostnames) < num:
+            raise RuntimeError(f"Cannot find {num} {status.value} nodes")
+        return hostnames[:num] if num else hostnames
+
+    def _update_node_status(self, hostname, data=True, reason=""):
+        status = NodeStatus.AVAILABLE if data else NodeStatus.AVAILABLE_NODATA
+        prev = NodeStatus.AVAILABLE_NODATA if data else NodeStatus.AVAILABLE
+        # cordon or uncordon nodes
+        self.k8s.patch_node(
+            name=hostname,
+            body={"spec": {"unschedulable": (not data)}},
+        )
+        if self.action_client:
+            self.action_client.update_node_action(
+                hostname,
+                f"{prev.value}-{status.value}",
+                time.time(), reason, "", "",
+            )
+        if self.status_client:
+            self.status_client.update_node_status(
+                hostname,
+                status.value,
+                time.time(),
+            )
+
+    def _ensure_cordon(self):
+        nodes = self._get_node(data=False)
+        if len(nodes) == 0:
+            logger.info("Skip cordon due to no available_nodata node")
+            return
+        logger.info(f"Cordoning {len(nodes)} nodes in available_nodata status ...")
+        try:
+            for hostname in nodes:
+                self.k8s.patch_node(
+                    name=hostname,
+                    body={"spec": {"unschedulable": True}},
+                )
+        except Exception as e:
+            logger.error(f"Cordon failed due to {e}")
+            return
+        logger.info("Cordon done")
+
+    def _download_from_blob(self, rel, blob_dir, blob_token):
+        path = self._safe_path(rel)
+        with self.lock:
+            self._set_state("downloading")
+            logger.info(f"Downloading {path} from {blob_dir} ...")
+            try:
+                node = self._get_node(data=True, num=1, write_file=True)[0]
+                # azcopy
+                cmd = f"ssh {node} {self._commands['azcopy'].format(path=path, blob_dir=blob_dir, blob_token=blob_token)}"
+                logger.debug(f"Execute command: {cmd}")
+                subprocess.run(cmd, shell=True, check=True)
+                logger.info(f"Azcopy {blob_dir} to {path} finished on {node}")
+                # broadcast
+                cmd = f"scp {self._hostfile} {node}:{self._hostfile} && ssh {node} {self._commands['broadcast'].format(path=path)}"
+                logger.debug(f"Execute command: {cmd}")
+                subprocess.run(cmd, shell=True, check=True)
+                logger.info(f"Broadcast {path} finished on {node}")
+                return True
+            except Exception as e:
+                logger.error(f"Download failed due to: {e}")
+                raise
+            finally:
+                self._set_state("idle")
+
+    def _delete(self, rel):
+        path = self._safe_path(rel)
+        with self.lock:
+            self._set_state("deleting")
+            logger.info(f"Deleting {path} ...")
+            try:
+                nodes = self._get_node(data=True)
+                results = []
+                with ThreadPoolExecutor(max_workers=self._max_workers) as executor:
+                    for node in nodes:
+                        cmd = f"ssh {node} {self._commands['delete'].format(path=path)}"
+                        logger.debug(f"Execute command: {cmd}")
+                        results.append(executor.submit(subprocess.run, cmd, shell=True))
+                failed = []
+                for res in results:
+                    r = res.result()
+                    node = r.args.split(" ")[1]
+                    if r.returncode != 0:
+                        failed.append(node)
+                        self._update_node_status(node, data=False, reason="Deletion failed")
+                if failed:
+                    logger.warning(f"Delete failed on: {' '.join(failed)}")
+                logger.info(f"Delete {path} finished")
+                return len(failed) == 0
+            except Exception as e:
+                logger.error(f"Delete failed due to: {e}")
+                raise
+            finally:
+                self._set_state("idle")
+
+    def _size(self):
+        with self.lock:
+            logger.info("Checking size ...")
+            cmd = f"ssh {self._get_node(data=True, num=1)[0]} {self._commands['size']}"
+            logger.debug(f"Execute command: {cmd}")
+            try:
+                result = subprocess.run(
+                    cmd,
+                    shell=True,
+                    capture_output=True,
+                    text=True,
+                    check=True,
+                )
+                size = result.stdout.strip().split()[0]
+                logger.info(f"Size {size} bytes")
+                return size
+            except Exception as e:
+                logger.error(f"Check size failed due to: {e}")
+                if isinstance(e, subprocess.CalledProcessError):
+                    logger.error(f"\n[stdout]\n{e.stdout}[stderr]\n{e.stderr}")
+                raise
+
+    def _filter(self):
+        srcs = self._get_node(data=True)
+        if len(srcs) == 0:
+            logger.info("Skip filter due to no available node")
+            return
+        logger.info(f"Filter available_nodata nodes from {len(srcs)} available nodes")
+        results = []
+        with ThreadPoolExecutor(max_workers=self._max_workers) as executor:
+            for src in srcs:
+                cmd = f"ssh {src} {self._commands['size']}"
+                logger.debug(f"Execute command: {cmd}")
+                results.append(executor.submit(subprocess.run, cmd, shell=True, capture_output=True, text=True))
+        sizes = {}
+        for res in results:
+            r = res.result()
+            node = r.args.split(" ")[1]
+            if r.returncode != 0:
+                sizes[node] = -1
+            else:
+                sizes[node] = r.stdout.strip().split()[0]
+        counter = Counter(s for s in sizes.values() if int(s) > 0)
+        if len(counter) == 0:
+            logger.info("All available nodes have 0 files")
+        else:
+            ref_size, freq = max(counter.items(), key=lambda item: (item[1], item[0]))
+            filtered = [node for node, s in sizes.items() if s != ref_size]
+            logger.info(f"Filtered {len(filtered)} nodes from {len(srcs)} nodes, where {freq} nodes have {ref_size} bytes.")
+            for node in filtered:
+                self._update_node_status(node, data=False, reason="Node in available state but missing data")
+        logger.info("Filtered finished")
+
+    def _sync(self):
+        dsts = self._get_node(data=False)
+        srcs = self._get_node(data=True)
+        if len(dsts) == 0 or len(srcs) == 0:
+            logger.info(f"Skip sync due to no {'available_nodata' if len(dsts) == 0 else 'available'} node")
+            return
+        logger.info(f"Get {len(dsts)} available_nodata nodes and {len(srcs)} available nodes")
+        results = []
+        with ThreadPoolExecutor(max_workers=self._max_workers) as executor:
+            # leave the extra dsts to next time if len(dsts) > len(srcs)
+            for src, dst in zip(srcs, dsts):
+                cmd = f"ssh {src} {self._commands['sync'].format(src=src, dst=dst)}"
+                logger.debug(f"Execute command: {cmd}")
+                results.append(executor.submit(subprocess.run, cmd, shell=True))
+        failed = []
+        for res in results:
+            r = res.result()
+            node = r.args.split(" ")[-1]
+            if r.returncode != 0:
+                failed.append(node)
+            else:
+                self._update_node_status(node, data=True, reason=f"Data synced from {r.args.split(' ')[-2]}")
+        if failed:
+            logger.warning(f"Sync failed on: {' '.join(failed)}")
+        logger.info("Sync finished")
+
+    def _sync_loop(self):
+        while not self._shutdown_evt.is_set():
+            time.sleep(self.sync_interval)
+            # avaialable_nodata nodes may be scheduable
+            self._ensure_cordon()
+            # skip if someone else owns the lock
+            if not self.lock.acquire(blocking=False):
+                continue
+            self._set_state("sync")
+            logger.info("Running sync loop ...")
+            try:
+                self._filter()
+                self._sync()
+            except Exception as e:
+                logger.error(f"Sync loop failed due to {e}")
+            finally:
+                self._set_state("idle")
+                self.lock.release()
+
+    def _handler_factory(self):
+        service = self
+
+        class H(http.server.BaseHTTPRequestHandler):
+            def _parse(self):
+                length = int(self.headers.get("Content-Length", 0))
+                if length == 0:
+                    raise ValueError("Empty body")
+                raw = self.rfile.read(length)
+                return json.loads(raw.decode("utf-8"))
+
+            def _json(self, code, obj):
+                payload = json.dumps(obj).encode()
+                self.send_response(code)
+                self.send_header("Content-Type", "application/json")
+                self.send_header("Content-Length", str(len(payload)))
+                self.end_headers()
+                self.wfile.write(payload)
+
+            # POST /storage
+            def do_POST(self):
+                parsed = urllib.parse.urlparse(self.path)
+                if parsed.path != "/storage":
+                    self.send_error(404)
+                    return
+
+                try:
+                    data = self._parse()
+                except ValueError as e:
+                    logger.exception("Body parse failed")
+                    self.send_error(400, str(e))
+                if not data.get("path"):
+                    self.send_error(400, "missing path in body")
+                    return
+                if not data.get("blob_dir") or not data.get("blob_token"):
+                    self.send_error(400, "missing blob dir or token in body")
+                    return
+
+                try:
+                    out = service._download_from_blob(
+                        data.get("path"),
+                        data.get("blob_dir"),
+                        data.get("blob_token"),
+                    )
+                    self._json(200, {"success": out})
+                except Exception as e:
+                    logger.exception("Download failed")
+                    service._delete(data.get("path"))
+                    self._json(500, {"error": str(e)})
+
+            # DELETE /storage
+            def do_DELETE(self):
+                parsed = urllib.parse.urlparse(self.path)
+                if parsed.path != "/storage":
+                    self.send_error(404)
+                    return
+                try:
+                    data = self._parse()
+                except ValueError as e:
+                    logger.exception("Body parse failed")
+                    self.send_error(400, str(e))
+                if not data.get("path"):
+                    self.send_error(400, "missing path in body")
+                    return
+
+                try:
+                    out = service._delete(data.get("path"))
+                    self._json(200, {"success": out})
+                except Exception as e:
+                    logger.exception("Delete failed")
+                    self._json(500, {"error": str(e)})
+
+            # GET /healthz, /status, /size
+            def do_GET(self):
+                parsed = urllib.parse.urlparse(self.path)
+                if parsed.path in ("/healthz", "/health"):
+                    self._json(200, {"status": "ok"})
+                    return
+
+                if parsed.path == "/status":
+                    state = service.state
+                    if state == "idle" and service.lock.locked():
+                        state = "busy"
+                    self._json(200, {"status": state})
+                    return
+
+                if parsed.path == "/size":
+                    if service.state == "idle" and not service.lock.locked():
+                        try:
+                            out = service._size()
+                            self._json(200, {"size": out})
+                        except Exception as e:
+                            logger.exception("Check size failed")
+                            self._json(500, {"error": str(e)})
+                    else:
+                        self.send_error(423, "locked")
+                    return
+
+                self.send_error(404)
+
+            # (optional) quieter log
+            def log_message(self, fmt, *args):
+                logger.info("%s - %s", self.client_address[0], fmt % args)
+
+        return H
+
+    def shutdown(self):
+        """Override shutdown to stop the sync thread first."""
+        logger.info("Shutdown initiated ...")
+        self._shutdown_evt.set()
+        # stops _sync_loop()
+        self._sync_thread.join()
+        logger.info("Shutdown complete")
+
+    @classmethod
+    def run(cls, host="0.0.0.0", port=7000):
+        server = cls((host, int(os.getenv("CLUSTER_LOCAL_STORAGE_PORT", port))))
+
+        try:
+            server.serve_forever()
+        finally:
+            server.shutdown()
+            server.server_close()
+
+
+if __name__ == "__main__":
+    ClusterLocalStorageService.run()
diff --git a/src/copilot-chat/.gitignore b/src/copilot-chat/.gitignore
new file mode 100644
index 00000000..a1fd05b7
--- /dev/null
+++ b/src/copilot-chat/.gitignore
@@ -0,0 +1,10 @@
+# Build artifacts
+local_deploy
+
+# Version and dependency files
+src/_version.py
+src/requirements-dev.lock
+src/requirements.lock
+
+# Ignore the copied tables folder
+src/copilot_agent/data/demoM3_LTP/tables
\ No newline at end of file
diff --git a/src/copilot-chat/build/build-pre.sh b/src/copilot-chat/build/build-pre.sh
new file mode 100755
index 00000000..4aee4aa2
--- /dev/null
+++ b/src/copilot-chat/build/build-pre.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+popd > /dev/null
diff --git a/src/copilot-chat/build/copilot-chat.common.dockerfile b/src/copilot-chat/build/copilot-chat.common.dockerfile
new file mode 100644
index 00000000..47fc92ce
--- /dev/null
+++ b/src/copilot-chat/build/copilot-chat.common.dockerfile
@@ -0,0 +1,23 @@
+FROM python:3.12-slim-bookworm
+
+WORKDIR /app
+
+RUN apt-get update && apt-get upgrade -y && apt-get install -y --no-install-recommends \
+    build-essential curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy project files
+COPY src/requirements.txt ./
+COPY src/copilot_agent ./copilot_agent
+
+# Create and activate virtual environment
+RUN python3 -m venv /app/venv
+ENV PATH="/app/venv/bin:$PATH"
+
+# Upgrade pip and install dependencies
+RUN pip install --upgrade pip && \
+    pip install 'MarkupSafe==2.0.1' && \
+    pip install -r requirements.txt
+
+# Default command: run the agent
+CMD ["python", "-m", "copilot_agent"]
diff --git a/src/copilot-chat/config/copilot-chat.md b/src/copilot-chat/config/copilot-chat.md
new file mode 100644
index 00000000..3e961467
--- /dev/null
+++ b/src/copilot-chat/config/copilot-chat.md
@@ -0,0 +1,236 @@
+# Copilot Chat Service Configuration
+
+This document describes the configuration and deployment structure for the Copilot Chat service.
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Configuration](#configuration)
+- [Deployment](#deployment)
+- [Directory Structure](#directory-structure)
+- [Troubleshooting](#troubleshooting)
+- [Sample Questions](#sample-questions)
+
+## Overview
+
+Copilot Chat is a modular, containerized service designed to provide chat-based copilot functionality. It is structured for extensibility and integration with other agents and services.
+
+## Configuration
+
+### Main Configuration File: `config/copilot-chat.yaml`
+
+This YAML file defines the core configuration for the Copilot Chat service.
+
+**Example:**
+```yaml
+service_type: "common"
+port: 
+  - 50000
+  - 8443
+```
+
+- `service_type`: The type of service (default: "common").
+- `port`: List of ports exposed by the service.
+
+## Deployment
+
+Deployment scripts are located in the `deploy/` directory:
+
+- `start.sh`: Start the service container.
+- `stop.sh`: Stop the running container.
+- `refresh.sh`: Rebuild and restart the service.
+- `set.sh`: Set environment variables for deployment.
+
+**Example:**
+```bash
+cd deploy/
+./start.sh
+```
+
+## Directory Structure
+
+- `build/`: Dockerfiles and build scripts for containerization.
+- `config/`: Service configuration files (YAML).
+- `deploy/`: Deployment and management scripts.
+- `src/`: Source code, agents, and supporting libraries.
+  - `agents/`: Agent implementations (e.g., lucia-slt-copilot-agent).
+  - `sdks/
+
+## Sample Questions
+
+Date: 2025-07-30 (with LTP V1.2 release)
+
+### Performance Status
+
+#### Evaluation Method
+
+The evaluation process is based on human-labeled ground truth for all questions. For each category, we assess performance using the following metrics:
+
+- **Accuracy**: Calculated as the ratio of correctly handled items to the total number of items for each step:
+  - Classification (exact match)
+  - Query Generation (TBD)
+  - Answer Generation (semantic match)
+- **Mean Duration**: The average time taken to answer a question within each category.
+- **Max Duration**: The longest time taken to answer a question within each category.
+
+These metrics provide a comprehensive view of both correctness and efficiency across all evaluation steps.
+
+#### Results
+
+| Category             | Count | Support Level    | Classification Accuracy | Query Generation Accuracy | Answer Generation Accuracy | Mean Duration (s) | Max Duration (s) | Words per Second |
+|----------------------|-------|------------------|-------------------------|---------------------------|----------------------------|-------------------|------------------|------------------|
+| Human Intervention   | 17    | Full             | 0.76                    | NA                        | TBD                        | 13.83             | 17.74            | 8.33             |
+| User Manual          | 28    | Limited (empty content)   | 0.96                    | NA                        | TBD                        | 13.72             | 23.73            | 21.00            |
+| Auto Rejection       | 3     | Full             | 1                       | NA                        | TBD                        | 8.84              | 10.70            | 13.15            |
+| Cluster Job Metrics  | 19    | Not supported    | (0.89)                  | TBD                       | TBD                        | (16.34)           | (26.95)          | (12.42)          |
+| Job Metadata         | 1     | Not supported    | 1                       | TBD                       | TBD                        | 19.91             | 19.91            | 13.25            |
+| Dashboard           | 36    | Full          | 1                       | 0.84                      | TBD                        | 16.9              | 30.2             | 17.6             |
+
+### Questions to Tryout
+
+#### Human Intervention
+
+These questions require manual intervention or troubleshooting by administrators or support teams. They often involve issues like node failures, network problems, or errors when interacting with the web portal, such as job submission errors.
+
+| id | question | solution
+| --- | --- | --- |
+| 1750824932541 | Hi Admin,I have been trying to get 4 nodes and successfully been allocated. However, it gets stuck three nodes are running and one keeps waiting -- blocking the whole process. Can you please take a look at it? Job config is here | human_intervention |
+| 1748494435547 | Hi LTP admins,seems that we meet some network issue today, some nodes can connect to archive.ubuntu.com but some cannot, could you help to check?Err:12 http://archive.ubuntu.com/ubuntu jammy InRelease  Could not connect to archive.ubuntu.com:80 (185.125.190.81), connection timed out Could not connect to archive.ubuntu.com:80 (91.189.91.82), connection timed out Could not connect to archive.ubuntu.com:80 (185.125.190.83), connection timed out Could not connect to archive.ubuntu.com:80 (185.125.190.82), connection timed out Could not connect to archive.ubuntu.com:80 (91.189.91.83), connection timed outErr:13 http://archive.ubuntu.com/ubuntu jammy-updates InRelease  Unable to connect to archive.ubuntu.com:80:Err:14 http://archive.ubuntu.com/ubuntu jammy-backports InRelease  Unable to connect to archive.ubuntu.com:80:Fetched 8925 kB in 38s (232 kB/s)Reading package lists...Reading package lists...Building dependency tree...Reading state information... | human_intervention |
+| 1746675314245 | Hi LTP admins,We meet this issue, seems the portal is crashed. | human_intervention |
+| 1746765398938 | Hi admins,We have a 16 node job failed and we have try to resume several times, each time failed seems because of communication, could you help to find if there are some bad nodes in it?These are job links:LTP, LTP | human_intervention |
+| 1746855813188 | Hi LTP admins,When I try to submit job this afternoon, the portal says ErrorCould you help to check the portal's status? many thanks  | human_intervention |
+| 1746838829038 | hi, admins, we have a 16-node job that seems to be hanging during startup — the GPU utilization stays at 0. We've retried multiple times on the same 16 nodes, but the issue persists each time.Could you please help check if there might be any issues with these nodes?here is the job link https://wcu.openpai.org/job-detail.html?username=lzhani&amp;jobName=qwen-32b-ins-math-max-turn-20-no-stop-token-bsz512-n64-down-sample-26 | human_intervention |
+| 1746681496761 | Hi LTP admins,Thanks to the powerful Lucia platform, we have successfully started several 16-node experiments.However, when some experiments are stopped, it seems that the portal does not show that these nodes have been released. This may also cause the jobs submitted later to be waiting all the time.running job takes 128 + 128 +64 = 320, portal shows that 448 in used.And is it possible to replace the 3 bad nodes in the cluster so that we can start an additional experiment or scale up the current experiment, which will speed up our experiment progress. | human_intervention |
+| 1746668514801 | Hi Admins,It seems that there are some potentially faulty nodes on the rstar VC. When we submit multi-node jobs, they may randomly land on these problematic nodes, causing job failures—even though the codebase remains unchanged.Here are two job links that may help illustrate the issue:LTPLTPWould it be possible to detect these potentially bad nodes and report them for maintenance?Thanks for your help! | human_intervention |
+| 1743257283532 | sigma-s-mi300 shows it has been fully used (100%, so no more jobs can be submitted), but just half of the GPUs and CPUs shown been occupied. See the attached screenshot. | human_intervention |
+| 1741833872192 | This job encountered "No CUDA GPUs are available". Platform for AI Is the node broken? | human_intervention |
+| 1741228363895 | When submitting a job through OpenPAI, the pvc-blob-fuse mount process often fails. See the configure file below. Can anyone take a look at it? Thanks.  - plugin: teamwise_storage  parameters:  storageConfigNames:  - pvc-blob-fuse  - pvc-blob-fuse-out | human_intervention |
+| 1733506086099 | As far as we know, there are three ways for us to communicate with blob storage:Using storage configs pvc-blob-fuse/pvc-blob-fuse-out or pvc-blob-nfs for read and write a public blob container.Using blobfuse2 to manually mount our private blob containers for rw.Using azcopy to pre-download necessary files and post-upload results to some specific blob containers.When we are training small models like less than 2B model, the problem may not so obvious and may not cause timeout.But recently, we are trying 7B and 10B models, whose ckpt will be 110G+ (together with the sliced states of each GPU), we may need to continually start with a previously trained ckpt and save the updated ckpts periodically. This demand may require not slow IO speed with blob.We try to save a ckpt after the second step in a training experiment. The current results are:Saving 7B model with method 1 will be timeout: Platform for AISaving 7B model with method 2 is okay: Platform for AI(Method 3 require too much labour for saving ckpts periodically) | human_intervention |
+| faq0000 | Why is my job always stuck in the Waiting status? | human_intervention |
+| faq0001 | Why can't I see the latest VC settings on the home page? | human_intervention |
+| faq0002 | Multi-Nodes throughput is very slow | human_intervention |
+| iss0001 | Requesting fewer than 8 GPUs often results in unreasonably long waiting times, even when there is sufficient GPU capacity. In contrast, requesting 8 GPUs can be served immediately. | human_intervention |
+| iss0006 | Multiple users have reported experiencing unreasonable waiting times even when the available GPU count is greater than the requested GPU count. | human_intervention |
+
+#### User Manual
+
+These questions pertain to inquiries about the features available on the Lucia Training Platform and provide instructions or explanations on how to use these features effectively.
+
+| id | question | solution
+| --- | --- | --- |
+| 1746339895889 | Hi admins, I'm new to openpai, it would be nice if I could access the job via ssh for debugging, currently I can only modify the yaml file and rerun the job for debugging, which is a bit cumbersome. | user_manual |
+| 1743111872398 | Is there any jump machine that can be used to ssh to the MI300x machine? | user_manual |
+| iss0000 | Users may not be familiar with certain types of GPUs (especially AMD GPUs). Launching jobs on these GPUs often results in a higher failure rate due to lack of familiarity. | user_manual |
+| iss0002 | The behavior of different job priorities is not transparent to users, making it difficult for them to make informed decisions. | user_manual |
+| f3c2idx0 | how to submit a distributed training job? | user_manual |
+| f3c2idx1 | Can I setup a SSH connection to the node? | user_manual |
+| f3c2idx2 | How do I submit a "Hello World" job on the Lucia Training Platform? | user_manual |
+| f3c2idx3 | What are the steps to log in and access the Lucia Training Platform for the first time? | user_manual |
+| f3c2idx4 | How do I write a job configuration file for a single-node job? | user_manual |
+| f3c2idx5 | What is the purpose of the task role name in the job configuration, and how do I define it? | user_manual |
+| f3c2idx6 | How can I set up a distributed job configuration using multiple nodes? | user_manual |
+| f3c2idx7 | How do I use a public Docker image in my job configuration? | user_manual |
+| f3c2idx8 | What steps are required to use a private Docker image from Azure Container Registry (ACR)? | user_manual |
+| f3c2idx9 | How do I upload and use my code from a private Git repository in a job? | user_manual |
+| f3c2idx10 | What are the steps to access data from Azure Blob Storage in a job? | user_manual |
+| f3c2idx11 | How can I onboard and integrate private Azure Blob Storage into the platform? | user_manual |
+| f3c2idx12 | What are the different job priority types supported by the platform, and how do they work? | user_manual |
+| f3c2idx13 | How can I submit a job with production priority, and what is the approval process? | user_manual |
+| f3c2idx14 | How will I be notified about the status of my job (e.g., start, finish, or failure)? | user_manual |
+| f3c2idx15 | What happens if my job exhibits abnormal behavior, and how will I be informed? | user_manual |
+| f3c2idx16 | How do I define and use parameters and secrets in my job configuration? | user_manual |
+| f3c2idx17 | How can I enable InfiniBand for distributed jobs between nodes? | user_manual |
+| f3c2idx18 | What is the purpose of the SSH plugin in distributed jobs, and how do I configure it? | user_manual |
+| f3c2idx19 | What should I do if my job is stuck in the "Waiting" status? | user_manual |
+| f3c2idx20 | How can I debug and SSH into a running job if needed? | user_manual |
+| f3c2idx21 | How can a UserGroup Admin request access to a Virtual Cluster (VC)? | user_manual |
+| f3c2idx22 | What is the process for notifying users about VC assignment or re-assignment changes? | user_manual |
+| f3c2idx23 | How can I report an issue or provide feedback about the Lucia Training Platform? | user_manual |
+
+#### Auto Rejection
+
+These questions highlight scenarios where automated systems reject requests due to features that are not supported by the platform, by design.
+
+| id | question | solution
+| --- | --- | --- |
+| iss0003 | There is no mechanism to prevent Virtual Cluster (VC) resource abuse, such as requesting an excessive number of GPUs. | auto_rejection |
+| iss0004 | Users may be duplicating efforts by building Docker images that have already been created by others. | auto_rejection |
+| iss0005 | Users are unable to manage their expectations regarding job completion times due to a lack of visibility into job progress or estimated end times. | auto_rejection |
+
+
+#### Cluster Job Metrics
+
+These questions focus on analyzing and querying metrics related to GPU usage, job performance, and resource allocation within the cluster.
+
+| id | question | solution
+| --- | --- | --- |
+| 1733587508938 | I conducted experiments using the same environment and dataset on both a single node and multiple nodes. From the experiments, I observed the following:The total training steps for a single node are 8,638, with an estimated training time of around 52 hours.Platform for AIThe total training steps for 4 nodes are 2,159, with an estimated training time of around 77 hours. Platform for AII am wondering whether there might be some communication overhead causing the training time on multiple nodes to be higher than on a single node. Thank you! | cluster_job_metrics |
+| f3c1idx0 | query allocated gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx1 | query total gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx2 | query healthy gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx3 | query allocated gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx4 | query non-used gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx5 | query idle gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx6 | query allocated gpu counts, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx7 | query available gpu counts, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx8 | query total gpu hours by VC, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx9 | query allocated gpu hours by VC, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx10 | query healthy gpu hours by VC, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx11 | query allocated gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx12 | query utilized gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx13 | query idle gpu hours, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx14 | query allocated gpu hours by VC, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx15 | query idel gpu hours by VC, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx16 | query utilized gpu hours by VC, end time is now, offset is 1 day | cluster_job_metrics |
+| f3c1idx17 | query job list, end time is now, offset is 1 day | cluster_job_metrics |
+
+#### Job Metadata
+
+This category involves questions about metadata associated with jobs, such as runtime details.
+
+| id | question | solution
+| --- | --- | --- |
+| f3c3idx18 | query job meta data | job_metadata |
+
+#### Dashboard
+
+These questions focus on evaluating and monitoring cluster availability and reliability by analyzing aggregated performance metrics displayed on the dashboard.
+
+| id | question | solution
+| --- | --- | --- |
+| f3c4idx0 | What is the average availability ratio for the pai-wcu endpoint in week 30? | dashboard |
+| f3c4idx1 | Which cluster had the highest average availability ratio in week 30? | dashboard |
+| f3c4idx2 | What is the minimum availability ratio recorded for the pai-scu endpoint in week 30? | dashboard |
+| f3c4idx3 | How many clusters had zero availability in week 30? | dashboard |
+| f3c4idx4 | What is the average percentage of allocated VMs across all clusters in week 30? | dashboard |
+| f3c4idx5 | Which cluster had the highest percentage of unallocatable VMs in week 30? | dashboard |
+| f3c4idx6 | How many total VMs were available in the CYS13PrdGPC02 cluster in week 31? | dashboard |
+| f3c4idx7 | What is the percentage of "Available VMs (Empty)" in the LON64PrdGPC01 cluster in week 30? | dashboard |
+| f3c4idx8 | What is the average job duration for hardware failures in week 30? | dashboard |
+| f3c4idx9 | Which job had the longest duration in week 30, and what was its exit reason? | dashboard |
+| f3c4idx10 | How many jobs failed due to software issues in week 30? | dashboard |
+| f3c4idx11 | What is the maximum reaction time recorded for a job failure in week 30? | dashboard |
+| f3c4idx12 | How many hardware-related node failures occurred in the pai-wcu endpoint in week 30? | dashboard |
+| f3c4idx13 | What is the average node recycle time for cordon nodes in the CYS13PrdGPC02 cluster in week 30? | dashboard |
+| f3c4idx14 | What is the MTBF (Mean Time Between Failures) for the CYS13PrdGPC02 cluster in week 30? | dashboard |
+| f3c4idx15 | How many node failures were categorized as "unknown" in the pai-we endpoint in week 30? | dashboard |
+| f3c4idx16 | What is the most common reason for hardware failures in the pai-wcu endpoint in week 30? | dashboard |
+| f3c4idx17 | How many node failures were attributed to "NodeCrash" in the pai-scu endpoint in week 30? | dashboard |
+| f3c4idx18 | What is the breakdown of node failure categories (hardware, platform, user, unknown) for the pai-wcu endpoint in week 30? | dashboard |
+| f3c4idx19 | How many node failures were categorized as "uncategorized" across all endpoints in week 30? | dashboard |
+| f3c4idx20 | What is the average availability ratio for the cluster CYS13PrdGPC02 in Week 27? | dashboard |
+| f3c4idx21 | Which cluster had the highest percentage of allocated VMs in Week 22? | dashboard |
+| f3c4idx22 | What was the most common reason for node failures? | dashboard |
+| f3c4idx23 | What is the Mean Time Between Failures (MTBF) for the cluster CYS13PrdGPC02 in Week 27? | dashboard |
+| f3c4idx24 | What is the average reaction time for hardware failures in Week 27? | dashboard |
+| f3c4idx25 | How many job interruptions occurred due to hardware failures, and what was the average duration of these interruptions? | dashboard |
+| f3c4idx26 | Which cluster had the highest percentage of unallocatable VMs in Week 27? | dashboard |
+| f3c4idx27 | What was the total number of hardware-related node failures in Week 27 across all endpoints? | dashboard |
+| f3c4idx28 | What was the node recycle time for cordon nodes in the CYS13PrdGPC02 cluster in Week 25? | dashboard |
+| f3c4idx29 | What was the average availability ratio for the cluster CYS13PrdGPC02 in Week 27? | dashboard |
+| f3c4idx30 | What was the node recycle time for cordon nodes in the CYS13PrdGPC02 cluster in Week 32? | dashboard |
+| f3c4idx31 | What is minimum, average and maximum daily availability ratio for endpoint pai-wcu, in week 30? | dashboard |
+| f3c4idx32 | What was the node recycle time and node count for ofr nodes in the CYS13PrdGPC02 cluster in Week 31? | dashboard |
+| f3c4idx33 | What is the weekly failure ratio in week 30? | dashboard |
+| f3c4idx34 | How many failures are attribute to hardware for endpoint pai-scu on July 30th? | dashboard |
+| f3c4idx35 | What are the cluster names in pai-wcu endpoint? | dashboard |
\ No newline at end of file
diff --git a/src/copilot-chat/config/copilot-chat.yaml b/src/copilot-chat/config/copilot-chat.yaml
new file mode 100644
index 00000000..2adb9e0b
--- /dev/null
+++ b/src/copilot-chat/config/copilot-chat.yaml
@@ -0,0 +1,42 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+service_type: "common"
+
+agent-host: "0.0.0.0"
+agent-port: "50000"
+secure-port: "8443"
+history-depth: "64"
+version: "f3"
+agent-mode: "remote"
+agent-mode-ca: "local"
+azure-openai-api-key: "<your-api-key>"
+powerbi-key: "<your-powerbi-key>"
+openai-api-key: "<your-openai-key>"
+llm-provider: "azure"
+llm-endpoint: "https://endpoint.openai.com"
+embedding-url: ""
+llm-model: "gpt-4o"
+llm-version: "2025-01-01-preview"
+embedding-model: "text-embedding-ada-002"
+valid-vcs: "superuser"
+environment: "prod"
+kusto-user-assigned-client-id: ""
+data-src-kusto-cluster-url: "https://placeholder.kusto.windows.net/"
+data-src-kusto-database-name: "production"
+collect-dst-kusto-cluster-url: "https://placeholder.kusto.windows.net/"
+collect-dst-kusto-database-name: "production"
\ No newline at end of file
diff --git a/src/copilot-chat/config/copilot_chat.py b/src/copilot-chat/config/copilot_chat.py
new file mode 100644
index 00000000..219f5687
--- /dev/null
+++ b/src/copilot-chat/config/copilot_chat.py
@@ -0,0 +1,36 @@
+#!/usr/bin/env python3
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+
+import copy
+
+
+class CopilotChat(object):
+    def __init__(self, cluster_conf, service_conf, default_service_conf):
+        self.cluster_conf = cluster_conf
+        self.service_conf = dict(default_service_conf, **service_conf)
+
+    def get_master_ip(self):
+        for host_conf in self.cluster_conf["machine-list"]:
+            if "pai-master" in host_conf and host_conf["pai-master"] == "true":
+                return host_conf["hostip"]
+        return None
+
+    def validation_pre(self):
+        for k in ["agent-port", "secure-port", "history-depth", "agent-mode", "agent-mode-ca", "azure-openai-api-key", "llm-endpoint", "llm-model", "llm-version"]:
+            if k not in self.service_conf:
+                return False, f"{k} is not found in copilot-chat service configuration"
+        if not self.get_master_ip():
+            return False, f"No master ip found"
+        return True, None
+
+    def run(self):
+        config = copy.deepcopy(self.service_conf)
+        config['ip'] = self.get_master_ip()
+        config['url'] = f"http://{config['ip']}:{config['agent-port']}"
+        return config
+
+    def validation_post(self, conf):
+        return True, None
diff --git a/src/copilot-chat/deploy/copilot-chat-deployment.yaml.template b/src/copilot-chat/deploy/copilot-chat-deployment.yaml.template
new file mode 100644
index 00000000..a57e769d
--- /dev/null
+++ b/src/copilot-chat/deploy/copilot-chat-deployment.yaml.template
@@ -0,0 +1,109 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+
+
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: copilot-chat
+  labels:
+    app: copilot-chat
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: copilot-chat
+  template:
+    metadata:
+      labels:
+        app: copilot-chat
+    spec:
+      containers:
+      - name: copilot-chat
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}copilot-chat:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "100m"
+          limits:
+            memory: "1Gi"
+            cpu: "500m"
+        env:
+        - name: AGENT_PORT
+          value: "{{ cluster_cfg["copilot-chat"]["agent-port"] | default("50000") }}"
+        - name: COPILOT_HISTORY_DEPTH
+          value: "{{ cluster_cfg["copilot-chat"]["history-depth"] }}"
+        - name: COPILOT_VERSION
+          value: {{ cluster_cfg["copilot-chat"]["version"] }}
+        - name: AGENT_MODE
+          value: {{ cluster_cfg["copilot-chat"]["agent-mode"] }}
+        - name: AGENT_MODE_CA
+          value: {{ cluster_cfg["copilot-chat"]["agent-mode-ca"] }}
+        - name: AZURE_OPENAI_API_KEY
+          value: {{ cluster_cfg["copilot-chat"]["azure-openai-api-key"] }}
+        - name: POWERBI_KEY
+          value: {{ cluster_cfg["copilot-chat"]["powerbi-key"] }}
+        - name: OPENAI_API_KEY
+          value: {{ cluster_cfg["copilot-chat"]["openai-api-key"] }}
+        - name: COPILOT_LLM_PROVIDER
+          value: {{ cluster_cfg["copilot-chat"]["llm-provider"] }}
+        - name: COPILOT_LLM_ENDPOINT
+          value: {{ cluster_cfg["copilot-chat"]["llm-endpoint"] }}
+        - name: COPILOT_EMBEDDING_URL
+          value: {{ cluster_cfg["copilot-chat"]["embedding-url"] | default(cluster_cfg["copilot-chat"]["llm-endpoint"], true) }}
+        - name: COPILOT_LLM_MODEL
+          value: {{ cluster_cfg["copilot-chat"]["llm-model"] }}
+        - name: COPILOT_LLM_VERSION
+          value: {{ cluster_cfg["copilot-chat"]["llm-version"] }}
+        - name: COPILOT_EMBEDDING_MODEL
+          value: {{ cluster_cfg["copilot-chat"]["embedding-model"] }}
+        - name: AGENT_HOST
+          value: {{ cluster_cfg["copilot-chat"]["agent-host"] }}
+        - name: RESTSERVER_URL
+          value: {{ cluster_cfg["rest-server"]["uri"] }}
+        - name: COPILOT_VALID_VCS
+          value: {{ cluster_cfg["copilot-chat"]["valid-vcs"] }}
+        - name: ENVIRONMENT
+          value: {{ cluster_cfg["copilot-chat"]["environment"] | default("prod") }}
+        - name: KUSTO_USER_ASSIGNED_CLIENT_ID
+          value: {{ cluster_cfg["copilot-chat"]["kusto-user-assigned-client-id"] | default(cluster_cfg["alert-manager"]["kusto-user-assigned-client-id"], true) }}
+        - name: DATA_SRC_KUSTO_CLUSTER_URL
+          value: {{ cluster_cfg["copilot-chat"]["data-src-kusto-cluster-url"] }}
+        - name: DATA_SRC_KUSTO_DATABASE_NAME
+          value: {{ cluster_cfg["copilot-chat"]["data-src-kusto-database-name"] }}
+        - name: COLLECT_DST_KUSTO_CLUSTER_URL
+          value: {{ cluster_cfg["copilot-chat"]["collect-dst-kusto-cluster-url"] }}
+        - name: COLLECT_DST_KUSTO_DATABASE_NAME
+          value: {{ cluster_cfg["copilot-chat"]["collect-dst-kusto-database-name"] }}
+        - name: CLUSTER_ID
+          value: {{ cluster_cfg["cluster"]["common"]["cluster-id"] }}
+        ports:
+        - containerPort: {{ cluster_cfg["copilot-chat"]["agent-port"]  | default("50000") }}
+          hostPort:  {{ cluster_cfg["copilot-chat"]["agent-port"]  | default("50000") }}
+          name: copilot-port
+        - containerPort: {{ cluster_cfg["copilot-chat"]["secure-port"]  | default("8443") }}
+        securityContext:
+          runAsUser: 0
+          runAsGroup: 0
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
+      volumes:
+      - name: copilot-chat-logs
+        emptyDir: {}
+      restartPolicy: Always
diff --git a/src/copilot-chat/deploy/refresh.sh b/src/copilot-chat/deploy/refresh.sh
new file mode 100644
index 00000000..fc05ba4c
--- /dev/null
+++ b/src/copilot-chat/deploy/refresh.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# Stop the running copilot-chat container
+bash "$(dirname "$0")/stop.sh"
+
+# Start the copilot-chat container
+bash "$(dirname "$0")/start.sh"
\ No newline at end of file
diff --git a/src/copilot-chat/deploy/service.yaml b/src/copilot-chat/deploy/service.yaml
new file mode 100644
index 00000000..7bac9b5e
--- /dev/null
+++ b/src/copilot-chat/deploy/service.yaml
@@ -0,0 +1,15 @@
+cluster-type:
+  - yarn
+  - k8s
+
+template-list:
+  - copilot-chat-deployment.yaml
+  - start.sh
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+refresh-script: refresh.sh
+
+deploy-rules:
+  - in: pai-master
diff --git a/src/copilot-chat/deploy/start.sh.template b/src/copilot-chat/deploy/start.sh.template
new file mode 100644
index 00000000..626f156e
--- /dev/null
+++ b/src/copilot-chat/deploy/start.sh.template
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+pushd $(dirname "$0") > /dev/null
+
+kubectl apply --overwrite=true -f copilot-chat-deployment.yaml || exit $?
+
+# Wait until the service is ready.
+PYTHONPATH="../../../deployment" python -m k8sPaiLibrary.monitorTool.check_pod_ready_status -w -k app -v copilot-chat || exit $?
+
+popd > /dev/null
\ No newline at end of file
diff --git a/src/copilot-chat/deploy/stop.sh b/src/copilot-chat/deploy/stop.sh
new file mode 100644
index 00000000..bdb3bf7a
--- /dev/null
+++ b/src/copilot-chat/deploy/stop.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+kubectl delete --ignore-not-found --now deployment/copilot-chat
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/__init__.py b/src/copilot-chat/src/copilot_agent/__init__.py
new file mode 100644
index 00000000..01f2a001
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/__init__.py
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Init file"""
diff --git a/src/copilot-chat/src/copilot_agent/__main__.py b/src/copilot-chat/src/copilot_agent/__main__.py
new file mode 100644
index 00000000..eed047a3
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/__main__.py
@@ -0,0 +1,19 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Main module."""
+
+from .copilot_service import CoPilotService
+from .copilot_conversation import CoPilotConversation
+
+
+def main():
+    """Main function."""
+    copilot_conversation = CoPilotConversation()
+    api = CoPilotService(copilot_conversation)
+    api.run()
+
+
+if __name__ == "__main__":
+    """Entry point."""
+    main()
diff --git a/src/copilot-chat/src/copilot_agent/config.py b/src/copilot-chat/src/copilot_agent/config.py
new file mode 100644
index 00000000..823f2bb6
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/config.py
@@ -0,0 +1,34 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Configuration for the Copilot Agent."""
+
+import importlib.resources as pkg_resources
+import os
+
+from .utils.logger import logger
+
+DATA_DIR = pkg_resources.files('copilot_agent.data')
+PROMPT_DIR = pkg_resources.files('copilot_agent.prompts')
+
+# set version, ["p0", "ga"]
+COPILOT_VERSION = os.getenv('COPILOT_VERSION', '').lower()
+# set agent cross talk
+AGENT_PORT = int(os.getenv('AGENT_PORT', '50000'))
+AGENT_MODE_LOCAL = os.getenv('AGENT_MODE', '').lower() == 'local'
+AGENT_MODE_CA_LOCAL = os.getenv('AGENT_MODE_CA', '').lower() == 'local'
+#
+TO_CONTROLLER = True
+#
+TOKEN_LIMIT = 131072  # Default for GPT-4o
+# "azure/gpt-4-32k ", TOKEN_LIMIT = 32768
+# "azure/gpt-4o", TOKEN_LIMIT = 131072
+DEBUG = False
+
+
+def print_env_variables():
+    """Prints the values of key environment variables."""
+    logger.info(f"Env Var: COPILOT_VERSION: {os.getenv('COPILOT_VERSION', 'na')}")
+    logger.info(f"Env Var: AGENT_PORT: {os.getenv('AGENT_PORT', '50000')}")
+    logger.info(f"Env Var: AGENT_MODE: {os.getenv('AGENT_MODE', 'na')}")
+    logger.info(f"Env Var: AGENT_MODE_CA: {os.getenv('AGENT_MODE_CA', 'na')}")
diff --git a/src/copilot-chat/src/copilot_agent/copilot_conversation.py b/src/copilot-chat/src/copilot_agent/copilot_conversation.py
new file mode 100644
index 00000000..00ac213a
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/copilot_conversation.py
@@ -0,0 +1,308 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""CoPilot Conversation class, manages the inquiry/response turns for each user."""
+
+import os
+from collections import deque
+import uuid
+import pandas as pd
+from datetime import datetime, timezone
+from typing import Union
+import threading
+
+from .utils.logger import logger
+from .utils.authentication import AuthenticationManager
+from .utils.kql_executor import KustoExecutor
+
+from .config import AGENT_MODE_LOCAL, print_env_variables
+from .copilot_turn import CoPilotTurn
+
+HISTORY_DEPTH = int(os.getenv('COPILOT_HISTORY_DEPTH', 64))
+if HISTORY_DEPTH <= 0:
+    HISTORY_DEPTH = 1
+elif HISTORY_DEPTH > 64:
+    HISTORY_DEPTH = 64
+logger.info(f'history depth is {HISTORY_DEPTH}')
+
+
+class InParameters:
+    """Input parameters of the agent."""
+    def __init__(self, data: dict) -> None:
+        """Constructor."""
+        nested_data = data.get('data', {})  # Extract nested 'data' dictionary
+        self.user = nested_data.get('user', None)
+        self.feedback = nested_data.get('feedback', None)
+        self.debugging = data.get('debugging', 'false').lower() == 'true'
+        self.skip_summary = data.get('skip_summary', 'false').lower() == 'true'
+        # Extract userInfo
+        user_info = nested_data.get('userInfo', {})
+        self.username = user_info.get('username', None)
+        self.rest_token = user_info.get('restToken', None)
+        # Extract messageInfo
+        msg_info = nested_data.get('messageInfo', None)
+        if isinstance(msg_info, dict) or msg_info is None:
+            self.question_msg_info = msg_info
+        else:
+            self.question_msg_info = msg_info.__dict__ if hasattr(msg_info, '__dict__') else None
+
+
+class OutParameters:
+    """Out parameters of the agent."""
+    def __init__(self, response: dict) -> None:
+        """Constructor."""
+        self.answer = response.get('answer', None)
+        self.message_info = response.get('messageInfo', None)
+        self.category = response.get('category', None)
+        self.debug = response.get('debug', None)
+
+
+# --- New CoPilot class (business logic only) ---
+class CoPilotConversation:
+    """CoPilot Conversation, manages the inquiry/response turns for each user."""
+    def __init__(self):
+        """Initialize CoPilotConversation, message history, and authentication manager."""
+        print_env_variables()
+        self.copilot = CoPilotTurn(verbose=False)
+        self.msg_dict = {}  # Dictionary to store message deques per user
+        self.auth_manager = AuthenticationManager()
+
+    def manage_conv_history(self, user_id: str, message: dict) -> None:
+        """Append a message to the user's message history."""
+        if user_id not in self.msg_dict:
+            self.msg_dict[user_id] = deque(maxlen=HISTORY_DEPTH)
+        self.msg_dict[user_id].append(message)
+
+    def _log_message_history(self) -> None:
+        """Log the length of each user's message history for auditing."""
+        for user_id, messages in self.msg_dict.items():
+            logger.info(f'[internal control word] [msg_dict audit]: user "{user_id}" msg_list length is {len(messages)}')
+
+    def perform_operation(self, in_parameters: InParameters) -> OutParameters:
+        """Main entry for performing an operation. Delegates to helpers for clarity."""
+        logger.info('[CoPilot]: New Chat Round Started')
+        user_prompt = in_parameters.user
+        user_feedback = in_parameters.feedback
+        skip_summary = in_parameters.skip_summary
+        debugging = in_parameters.debugging
+        question_msg_info = in_parameters.question_msg_info
+        logger.info(f'skip_summary is {skip_summary}')
+        username = in_parameters.username
+        rest_token = in_parameters.rest_token
+
+        _is_feedback = self._is_feedback_only(user_feedback, user_prompt)
+        _is_question = self._is_user_question_only(user_feedback, user_prompt)
+
+        # process
+        if _is_feedback:
+            user_id, conv_id = self._extract_user_and_conv_id(question_msg_info)
+            result = self._handle_feedback_only(user_id, conv_id)
+        elif _is_question:
+            user_id, conv_id = self._extract_user_and_conv_id(question_msg_info)
+            # Authenticate only for user question
+            if not self.auth_manager.is_authenticated(username):
+                logger.info(f'User {username} not authenticated, attempting to authenticate...')
+                self.auth_manager.set_authenticate_state(username, rest_token)
+                if not self.auth_manager.is_authenticated(username):
+                    logger.error(f'User {username} failed authentication twice. Aborting operation.')
+                    result = self._handle_authenticate_failure(user_id, conv_id)
+                else:
+                    logger.info(f'User {username} authenticated successfully.')
+                    result = self._handle_user_question(user_id, conv_id, user_prompt, skip_summary, debugging, question_msg_info)
+            else:
+                logger.info(f'User {username} authenticated successfully.')
+                result = self._handle_user_question(user_id, conv_id, user_prompt, skip_summary, debugging, question_msg_info)
+        else:
+            result = self._handle_empty_input()
+
+        # collect data
+        def log_message():
+            if _is_feedback:
+                self._log_message_data('feedback', in_parameters)
+            elif _is_question:
+                self._log_message_data('in', in_parameters)
+            if isinstance(result, OutParameters):
+                self._log_message_data('out', result)
+            else:
+                logger.warning(f"[CoPilot]: Skipping 'out' log; result is of type {type(result).__name__} and may not have expected attributes.")
+        threading.Thread(target=log_message, daemon=True).start()
+    
+        return result
+
+    def _extract_user_and_conv_id(self, question_msg_info):
+        """Extract userId and convId from message info, or use defaults."""
+        if question_msg_info is not None:
+            user_id = question_msg_info.get('userId', 'unknown')
+            conv_id = question_msg_info.get('convId', 'na')
+        else:
+            user_id = 'unknown'
+            conv_id = 'na'
+        return user_id, conv_id
+
+    def _is_feedback_only(self, user_feedback, user_prompt):
+        """Return True if only feedback is provided, not a user question."""
+        return user_feedback and not user_prompt
+
+    def _is_user_question_only(self, user_feedback, user_prompt):
+        """Return True if only a user question is provided, not feedback."""
+        return not user_feedback and user_prompt
+
+    def _handle_feedback_only(self, user_id, conv_id):
+        """Handle the case where only feedback is provided."""
+        logger.info('User feedback provided without a user question. No operation is required.')
+        resp = self._make_skip_response(user_id, conv_id, 'feedback_ack')
+        out_parameters = OutParameters(resp)
+        return out_parameters
+
+    def _handle_empty_input(self):
+        """Handle the case where both user question and feedback are empty."""
+        logger.info('Both user question and feedback are empty. Aborting operation.')
+        resp = {'answer': 'skip'}
+        out_parameters = OutParameters(resp)
+        return out_parameters
+
+    def _handle_authenticate_failure(self, user_id, conv_id):
+        """Handle authentication failure case."""
+        logger.info('User authentication failed. Aborting operation.')
+        resp = self._make_skip_response(user_id, conv_id, 'error')
+        out_parameters = OutParameters(resp)
+        return out_parameters
+
+    def _handle_user_question(self, user_id, conv_id, user_prompt, skip_summary, debugging, question_msg_info):
+        """Handle the case where only a user question is provided."""
+        if user_id not in self.msg_dict:
+            self.msg_dict[user_id] = deque(maxlen=HISTORY_DEPTH)
+        msg_user = {'role': 'user', 'content': user_prompt}
+        self.manage_conv_history(user_id, msg_user)
+        logger.info(f'[internal control word] [per user check] user "{user_id}" msg_list length is {len(self.msg_dict[user_id])}')
+        resp = self.copilot.process_turn(self.msg_dict[user_id], skip_summary, debugging)
+        if not isinstance(resp, dict):
+            logger.info('Unexpected response format from copilot.process_turn')
+            return self.handle_unexpected_copilot_response(user_id, conv_id)
+        response_message_info = {
+            'userId': user_id,
+            'convId': conv_id,
+            'turnId': str(uuid.uuid4()),
+            'timestamp': int(datetime.now(timezone.utc).timestamp() * 1000),
+            'type': 'answer',
+            'timestampUnit': 'ms',
+        }
+        resp['messageInfo'] = response_message_info
+        debug_info = resp.get('debug')
+        msg_add_kusto_resp = debug_info.get('kusto_response', None) if debug_info is not None else None
+        msg_additional = {
+            'benchmark_summary': resp.get('answer', None),
+            'kusto_response': msg_add_kusto_resp,
+        }
+        msg_assistance = {'role': 'assistance', 'content': resp, 'additional_info': msg_additional}
+        self.manage_conv_history(user_id, msg_assistance)
+        logger.info('[CoPilot]: Chat Round Finished')
+        logger.info(f'[internal control word] [per user check] user "{user_id}" msg_list length is {len(self.msg_dict[user_id])}')
+        self._log_message_history()
+        out_parameters = OutParameters(resp)
+        return out_parameters
+
+    def build_in_parameters(self, data: dict) -> InParameters:
+        """Build and return an InParameters object from input data."""
+        in_parameters = InParameters(data)
+        return in_parameters
+
+    def _log_message_data(self, inout: str, parameters: Union[InParameters, OutParameters]) -> None:
+        """Log and collect data from the request or response for analytics/debugging."""
+        if inout == 'in':
+            user = parameters.user
+            msg_info = parameters.question_msg_info
+            if user:
+                content = user
+            else:
+                content = 'na'
+            meta = msg_info
+            debug = 'na'
+        elif inout == 'feedback':
+            feedback = parameters.feedback
+            msg_info = parameters.question_msg_info
+            if feedback:
+                content = feedback
+            else:
+                content = 'na'
+            meta = msg_info
+            debug = 'na'
+        elif inout == 'out':
+            content = parameters.answer
+            meta = parameters.message_info
+            debug = {
+                'category': parameters.category,
+                'debug': parameters.debug
+            }
+        else:
+            content = 'na'
+            meta = 'na'
+            debug = 'na'
+        endpoint = os.environ.get('CLUSTER_ID', 'empty')
+        log_data = {
+            'Timestamp': datetime.utcnow().isoformat() + 'Z',
+            'Endpoint': endpoint,
+            'Type': inout,
+            'Content': content,
+            'Meta': meta,
+            'Debug': debug,
+        }
+        logger.info(f'[copilot data collection] {log_data}')
+        # ingest kusto table
+        self.collect_data_to_kusto(log_data)
+
+    def handle_unexpected_copilot_response(self, user_id: str, conv_id: str) -> OutParameters:
+        """Handle unexpected response format from copilot agent and log error."""
+        error_resp = {
+            'answer': 'Internal error: unexpected response format from copilot agent.',
+            'messageInfo': {
+                'userId': user_id,
+                'convId': conv_id,
+                'turnId': str(uuid.uuid4()),
+                'timestamp': int(datetime.now(timezone.utc).timestamp() * 1000),
+                'type': 'error',
+                'timestampUnit': 'ms',
+            },
+            'category': 'error',
+            'debug': None
+        }
+        out_parameters = OutParameters(error_resp)
+        return out_parameters
+
+    def collect_data_to_kusto(self, log_data: dict):
+        """Collect data to Kusto table for analytics."""
+        try:
+            k_cluster = os.getenv('COLLECT_DST_KUSTO_CLUSTER_URL', '')
+            k_db = os.getenv('COLLECT_DST_KUSTO_DATABASE_NAME', '')
+            # fixed table name to avoid causing accidental pollution of other tables
+            k_table = 'CopilotAnalytics' 
+            KQL = KustoExecutor(k_cluster, k_db, k_table)
+            # Convert log_data dict to a single-row DataFrame
+            df = pd.DataFrame([log_data])
+            # Check if destination backup table exists, create if needed
+            cache_exists = KQL.check_table_existence()
+            logger.info(f"data collection: {k_table} table exists: {cache_exists}")
+            if not cache_exists:
+                # Create table with schema inferred from DataFrame
+                logger.info(f"data collection: {k_table} does not exist, creating it.")
+                KQL.create_table_from_dataframe(df)
+            # Execute query and append results to backup table
+            ingest_status = KQL.ingest_dataframe_to_kusto(df)
+            logger.info(f"data collection: ingesting data into {k_table} table: {ingest_status}.")
+        except Exception as e:
+            logger.error(f"Exception during Kusto analytics collection: {e}", exc_info=True)
+
+    @staticmethod
+    def _make_skip_response(user_id, conv_id, type_str):
+        """Create a standard skip/error response struct for feedback or authentication failure."""
+        return {
+            'answer': 'skip',
+            'messageInfo': {
+                'userId': user_id,
+                'convId': conv_id,
+                'turnId': str(uuid.uuid4()),
+                'timestamp': int(datetime.now(timezone.utc).timestamp() * 1000),
+                'type': type_str,
+                'timestampUnit': 'ms',
+            }
+        }
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/copilot_service.py b/src/copilot-chat/src/copilot_agent/copilot_service.py
new file mode 100644
index 00000000..5eecd58b
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/copilot_service.py
@@ -0,0 +1,72 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""CoPilot Service (Flask app and endpoints)"""
+
+import os
+from flask import Flask, jsonify, request
+from flask_cors import CORS
+import threading
+
+from .copilot_conversation import CoPilotConversation
+
+from .utils.logger import logger
+
+from .config import AGENT_PORT, AGENT_MODE_LOCAL
+
+
+# --- New CoPilotAPI class (Flask app setup and endpoints) ---
+class CoPilotService:
+    """Flask app and endpoint manager for CoPilot."""
+    def __init__(self, copilot_conversation: CoPilotConversation):
+        """
+        Initialize the CoPilotAPI with a CoPilot instance, set up Flask app and endpoints.
+
+        Args:
+            copilot: Instance of CoPilot business logic class.
+        """
+        self.copilot_conversation = copilot_conversation
+        self.host = os.getenv('AGENT_HOST', '127.0.0.1')
+        self.app = Flask(__name__)
+        self.app.add_url_rule('/copilot/api/status', view_func=self.status, methods=['GET'])
+        self.app.add_url_rule('/copilot/api/operation', view_func=self.instance_operation, methods=['POST'])
+
+        # If running in local agent mode, enable CORS to allow local testing from dev frontends.
+        if AGENT_MODE_LOCAL:
+            try:
+                CORS(self.app)
+                logger.info('CORS enabled for local testing (AGENT_MODE_LOCAL)')
+            except Exception as e:
+                logger.warning(f'Failed to enable CORS for local testing: {e}')
+
+    def status(self):
+        """GET endpoint for health/status check."""
+        return jsonify({"status": "running"})
+
+    def instance_operation(self):
+        """POST endpoint to handle copilot operations."""
+        logger.info("Received request at /copilot/api/operation")
+        try:
+            data = request.get_json()
+            in_parameters = self.copilot_conversation.build_in_parameters(data)
+            out_parameters = self.copilot_conversation.perform_operation(in_parameters)
+            response = {
+                "status": "success",
+                "data": out_parameters.__dict__
+            }
+            return jsonify(response), 200
+        except Exception as e:
+            logger.info(f"Error handling copilot/api/operation: {e}")
+            return jsonify({"status": "error", "message": str(e)}), 500
+
+    def run_http_server(self):
+        """Start the Flask HTTP server."""
+        port = AGENT_PORT
+        logger.info(f'CoPilot HTTP server running on {self.host}:{port}')
+        self.app.run(port=port, host=self.host)
+
+    def run(self):
+        """Start the HTTP server in a separate thread."""
+        http_thread = threading.Thread(target=self.run_http_server)
+        http_thread.start()
+        http_thread.join()
diff --git a/src/copilot-chat/src/copilot_agent/copilot_turn.py b/src/copilot-chat/src/copilot_agent/copilot_turn.py
new file mode 100644
index 00000000..2d0d9ada
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/copilot_turn.py
@@ -0,0 +1,136 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""CoPilot Turn."""
+
+import json
+import os
+
+from .utils.logger import logger
+
+from .config import COPILOT_VERSION, DATA_DIR, PROMPT_DIR
+from .ltp import ltp_auto_reject, ltp_human_intervention, query_metadata, query_metrics, query_user_manual, query_powerbi
+from .utils import (
+    LLMSession,
+    LTPReportProcessor,
+    QuestionClassifier,
+    contextualize_question,
+    gen_smart_help,
+    get_prompt_from,
+)
+
+
+class CoPilotTurn:
+    """CoPilot Turn, handles each inquiry/response turn."""
+
+    def __init__(self, model: LLMSession = None, verbose: bool = False) -> None:
+        """Initialize."""
+        if model is None:
+            model = LLMSession()
+        self.model = model
+        self.verbose = verbose
+        # Initialize version
+        self._version = self._initialize_version()
+        # Load help message
+        self.help_msg = self.load_help_message()
+        # Question Classifier
+        self.classifier = QuestionClassifier(self._version, self.model)
+
+    # entry function, processes the list of messages and returns a dictionary with the results
+    def process_turn(self, messages_list: list, skip_summary: bool = False, debugging: bool = False) -> dict:
+        """Process the list of messages and return a dictionary with the results."""
+        if debugging:
+            logger.info(f'DEBUGGING: {debugging}')
+            return {'category': None, 'answer': 'DEBUGGING MODE ENABLED', 'debug': {'debugging': debugging}}
+
+        # get contextualized question from this and last user inquiry
+        this_inquiry = messages_list[-1]['content']
+        last_inquiry = messages_list[-3]['content'] if len(messages_list) > 2 else None
+        question = contextualize_question(this_inquiry, last_inquiry)
+
+        # classify the question to determine the solution source and method
+        question_type = self.classifier.classify_question(question)
+        # objective, concern in the question
+        obj, con = question_type.get('lv0_object', '3. [general]'), question_type.get('lv1_concern', '0. [others]')
+
+        # verion f3, resolves objective 8 (Lucia Training Platform)
+        if self._version == 'f3':
+            if obj.count('8') > 0:
+                answer, debug = self.query_ltp(question, con, skip_summary)
+            elif obj.count('3') > 0:
+                answer = self.gen_smart_help_general(question)
+                debug = {}
+            elif obj.count('9') > 0:
+                help_keys = ['feature']
+                answer = gen_smart_help(self.help_msg, question, help_keys)
+                debug = {}
+            else:
+                help_keys = ['unsupported_question']
+                answer = gen_smart_help(self.help_msg, question, help_keys)
+                debug = {}
+        else:
+            # Placeholder for other version implementations
+            help_keys = ['unsupported_question']
+            answer = gen_smart_help(self.help_msg, question, help_keys)
+            debug = {}
+        return {'category': question_type, 'answer': answer, 'debug': debug}
+
+    def query_ltp(self, question: str, con: str, skip_summary: bool) -> tuple[str, dict]:
+        """Query about Lucia Training Platform."""
+        # Mapping concern codes to handler functions
+        handlers = {
+            '1': lambda: query_metrics(question, self.help_msg, skip_summary),
+            '2': lambda: query_metadata(question, self.help_msg, skip_summary),
+            '3': lambda: query_user_manual(question, self.help_msg),
+            '4': lambda: query_powerbi(question, self.help_msg),
+            '5': lambda: ltp_auto_reject(question, self.help_msg),
+            '6': lambda: ltp_human_intervention(question, self.help_msg),
+        }
+        for code, handler in handlers.items():
+            if con.count(code) > 0:
+                return handler()
+        return 'unsupported concern.', {}
+
+    # generate generic smart help message based on user input
+    def gen_smart_help_general(self, question: str) -> str:
+        """Generate smart help message based on user input."""
+        system_prompt = get_prompt_from(os.path.join(PROMPT_DIR, 'gen_smart_help_prompt_general.txt'))
+        if isinstance(self.help_msg, dict) and 'feature' in self.help_msg:
+            system_prompt = system_prompt + '\n\n' + self.help_msg['feature']
+        summary = self.model.chat(system_prompt, f'question is: {question}')
+        return summary
+
+    def get_preload_dashboard(self):
+        """Preload the LTP dashboard data."""
+        # Configuration
+        API_KEY = os.getenv("POWERBI_KEY", "")
+
+        BASE_URL = "https://api.powerbi.com/v1.0/myorg/"
+        GROUP_ID = "27c42671-0b1e-46d3-823c-acb236ff2170"  # [Workspace]: LTP_dev
+        DATASET_ID = "ae03a5c8-86e2-4948-9676-9664e846de60"  # [Dataset]
+        TABLES_DIRECTORY = os.path.join(DATA_DIR, "demoM3_LTP", "tables")
+        OUTPUT_PATH = os.path.join(DATA_DIR, "demoM3_LTP", "report")
+
+        # Initialize processor
+        processor = LTPReportProcessor(API_KEY, BASE_URL, GROUP_ID, DATASET_ID)
+        
+        # Process report data
+        processor.process_report_data(TABLES_DIRECTORY, OUTPUT_PATH)
+
+    def load_help_message(self) -> dict:
+        """Load the help message based on the version."""
+        help_doc_path = os.path.join(PROMPT_DIR, 'help', f'infrawise_help_{self._version}.json')
+        if not os.path.exists(help_doc_path):
+            logger.error(f'Help doc not found: {help_doc_path}')
+            raise FileNotFoundError(f'Help doc not found: {help_doc_path}')
+        logger.info(f'Loading help doc: {help_doc_path}')
+        with open(help_doc_path) as help_file:
+            help_msg = json.load(help_file)
+        return help_msg
+
+    def _initialize_version(self) -> str:
+        """Determine and set the version."""
+        allowed_versions = {'f2', 'f3', 'f0f1'}
+        version = COPILOT_VERSION if COPILOT_VERSION in allowed_versions else 'f3'
+        logger.info(f'CoPilot - ver:{version}')
+        return version
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/ClusterVMSSInfo.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/ClusterVMSSInfo.json
new file mode 100644
index 00000000..286e21ee
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/ClusterVMSSInfo.json
@@ -0,0 +1,48 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('ClusterVMSSInfo')",
+  "description": "Information about the VMSS instances in the cluster",
+  "schema": [
+    {
+      "ColumnName": "ClusterName",
+      "ColumnOrdinal": 0,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the cluster"
+    },
+    {
+      "ColumnName": "ClusterRegion",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The region of the cluster"
+    },
+    {
+      "ColumnName": "VMSSName",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the VMSS"
+    },
+    {
+      "ColumnName": "SubscriptionId",
+      "ColumnOrdinal": 3,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The subscription ID"
+    },
+    {
+      "ColumnName": "ResourceGroupName",
+      "ColumnOrdinal": 4,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the resource group"
+    },
+    {
+      "ColumnName": "VMSize",
+      "ColumnOrdinal": 5,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The size of the VM"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/JobReactTime.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/JobReactTime.json
new file mode 100644
index 00000000..a9cd546d
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/JobReactTime.json
@@ -0,0 +1,41 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('JobReactTime')",
+  "description": "This table stores job reaction times and related metadata for monitoring and analysis.",
+  "schema": [
+    {
+      "ColumnName": "jobId",
+      "ColumnOrdinal": 0,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "A unique identifier for the job."
+    },
+    {
+      "ColumnName": "reactTime",
+      "ColumnOrdinal": 1,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "Pre-stored job reaction time."
+    },
+    {
+      "ColumnName": "jobHash",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "A hash value representing the job, used for quick comparison or deduplication."
+    },
+    {
+      "ColumnName": "timeGenerated",
+      "ColumnOrdinal": 3,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp indicating when the job was last updated."
+    },
+    {
+      "ColumnName": "Endpoint",
+      "ColumnOrdinal": 4,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The endpoint."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/JobSummary.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/JobSummary.json
new file mode 100644
index 00000000..98b221dc
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/JobSummary.json
@@ -0,0 +1,188 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('JobSummary')",
+  "description": "A summary of job execution details.",
+  "schema": [
+    {
+      "ColumnName": "jobId",
+      "ColumnOrdinal": 0,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "A unique identifier for the job."
+    },
+    {
+      "ColumnName": "jobHash",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "A hash value representing the job, used for quick comparison or deduplication."
+    },
+    {
+      "ColumnName": "jobName",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name assigned to the job, typically used for identification or display purposes."
+    },
+    {
+      "ColumnName": "userName",
+      "ColumnOrdinal": 3,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the user who submitted or owns the job."
+    },
+    {
+      "ColumnName": "jobState",
+      "ColumnOrdinal": 4,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The current state or status of the job, such as running, completed, failed, or queued."
+    },
+    {
+      "ColumnName": "retryCount",
+      "ColumnOrdinal": 5,
+      "DataType": "System.Int32",
+      "ColumnType": "int",
+      "description": "The number of times the job has been retried after initial failure."
+    },
+    {
+      "ColumnName": "attemptId",
+      "ColumnOrdinal": 6,
+      "DataType": "System.Int32",
+      "ColumnType": "int",
+      "description": "The unique identifier for a specific attempt of the job, incremented with each retry."
+    },
+    {
+      "ColumnName": "retryDetails",
+      "ColumnOrdinal": 7,
+      "DataType": "System.Object",
+      "ColumnType": "dynamic",
+      "description": "Detailed information about each retry attempt for the job, such as timestamps, error messages, and statuses."
+    },
+    {
+      "ColumnName": "virtualCluster",
+      "ColumnOrdinal": 8,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the virtual cluster where the job was executed or scheduled."
+    },
+    {
+      "ColumnName": "totalGpuCount",
+      "ColumnOrdinal": 9,
+      "DataType": "System.Int32",
+      "ColumnType": "int",
+      "description": "The total number of GPUs allocated to the job during its execution."
+    },
+    {
+      "ColumnName": "jobPriority",
+      "ColumnOrdinal": 10,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The priority level assigned to the job, which may affect scheduling and resource allocation."
+    },
+    {
+      "ColumnName": "jobDurationHours",
+      "ColumnOrdinal": 11,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The total duration of the job in hours."
+    },
+    {
+      "ColumnName": "totalGpuHours",
+      "ColumnOrdinal": 12,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The total number of GPU hours consumed by the job, calculated as the sum of GPU usage across all allocated GPUs and the entire job duration."
+    },
+    {
+      "ColumnName": "idleGpuHours",
+      "ColumnOrdinal": 13,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The total number of GPU hours during which the allocated GPUs were idle while the job was running."
+    },
+    {
+      "ColumnName": "effectiveGpuHours",
+      "ColumnOrdinal": 14,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The total number of GPU hours during which the allocated GPUs were effectively utilized for computation, excluding idle periods."
+    },
+    {
+      "ColumnName": "submissionTime",
+      "ColumnOrdinal": 15,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp indicating when the job was initially submitted to the system."
+    },
+    {
+      "ColumnName": "launchTime",
+      "ColumnOrdinal": 16,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp indicating when the job started execution on the compute resources."
+    },
+    {
+      "ColumnName": "completionTime",
+      "ColumnOrdinal": 17,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp indicating when the job completed execution on the compute resources."
+    },
+    {
+      "ColumnName": "createdDatetime",
+      "ColumnOrdinal": 18,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp indicating when the job was created."
+    },
+    {
+      "ColumnName": "idleGpuPercentage",
+      "ColumnOrdinal": 19,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The percentage of time the allocated GPUs were idle while the job was running."
+    },
+    {
+      "ColumnName": "assignedGpuUtilization",
+      "ColumnOrdinal": 20,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The percentage of time the allocated GPUs were actively utilized for computation."
+    },
+    {
+      "ColumnName": "effectiveGpuUtilization",
+      "ColumnOrdinal": 21,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The percentage of time the allocated GPUs were effectively utilized for computation, excluding idle periods."
+    },
+    {
+      "ColumnName": "exitReason",
+      "ColumnOrdinal": 22,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The reason for the job's termination or completion."
+    },
+    {
+      "ColumnName": "exitCategory",
+      "ColumnOrdinal": 23,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The category of the job's exit status."
+    },
+    {
+      "ColumnName": "timeGenerated",
+      "ColumnOrdinal": 24,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp indicating when the job was last updated."
+    },
+    {
+      "ColumnName": "Endpoint",
+      "ColumnOrdinal": 25,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The endpoint URL for accessing the job's results."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeActionAttributes.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeActionAttributes.json
new file mode 100644
index 00000000..6c7c0cc2
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeActionAttributes.json
@@ -0,0 +1,20 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('NodeActionAttributes')",
+  "description": "Attributes related to actions performed on nodes.",
+  "schema": [
+    {
+      "ColumnName": "Action",
+      "ColumnOrdinal": 0,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The action performed on the node."
+    },
+    {
+      "ColumnName": "Phase",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The phase of the action."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeActionRecord.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeActionRecord.json
new file mode 100644
index 00000000..4472249d
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeActionRecord.json
@@ -0,0 +1,62 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('NodeActionRecord')",
+  "description": "This table records actions performed on nodes, including timestamps, host and node identifiers, action details, reasons, categories, and endpoints.",
+  "schema": [
+    {
+      "ColumnName": "Timestamp",
+      "ColumnOrdinal": 0,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp of the action."
+    },
+    {
+      "ColumnName": "HostName",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the host machine."
+    },
+    {
+      "ColumnName": "NodeId",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The unique identifier for the node."
+    },
+    {
+      "ColumnName": "Action",
+      "ColumnOrdinal": 3,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The action performed on the node."
+    },
+    {
+      "ColumnName": "Reason",
+      "ColumnOrdinal": 4,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The reason for the action."
+    },
+    {
+      "ColumnName": "Detail",
+      "ColumnOrdinal": 5,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "Additional details about the action."
+    },
+    {
+      "ColumnName": "Category",
+      "ColumnOrdinal": 6,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The category of the action."
+    },
+    {
+      "ColumnName": "Endpoint",
+      "ColumnOrdinal": 7,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The endpoint of the action."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeStatusAttributes.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeStatusAttributes.json
new file mode 100644
index 00000000..8bdc619b
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeStatusAttributes.json
@@ -0,0 +1,27 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('NodeStatusAttributes')",
+  "description": "This table contains attributes related to the status, group, and description of nodes in the {database_name} cluster.",
+  "schema": [
+    {
+      "ColumnName": "Status",
+      "ColumnOrdinal": 0,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The status of the node."
+    },
+    {
+      "ColumnName": "Group",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The group of the node."
+    },
+    {
+      "ColumnName": "Description",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The description of the node."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeStatusRecord.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeStatusRecord.json
new file mode 100644
index 00000000..1ab73d29
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/NodeStatusRecord.json
@@ -0,0 +1,41 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('NodeStatusRecord')",
+  "description": "Represents the status record of nodes in the {database_name} cluster.",
+  "schema": [
+    {
+      "ColumnName": "Timestamp",
+      "ColumnOrdinal": 0,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp of the node status record."
+    },
+    {
+      "ColumnName": "HostName",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the host."
+    },
+    {
+      "ColumnName": "Status",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The status of the node."
+    },
+    {
+      "ColumnName": "NodeId",
+      "ColumnOrdinal": 3,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The ID of the node."
+    },
+    {
+      "ColumnName": "Endpoint",
+      "ColumnOrdinal": 4,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The endpoint of the node."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PBICacheClusterCapacityStatus.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PBICacheClusterCapacityStatus.json
new file mode 100644
index 00000000..d167c932
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PBICacheClusterCapacityStatus.json
@@ -0,0 +1,104 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('PBICacheClusterCapacityStatus')",
+  "description": "This table contains the capacity status of the clusters.",
+  "schema": [
+    {
+      "ColumnName": "Week",
+      "ColumnOrdinal": 0,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The week identifier, typically in the format 'YYYY-WW', representing the year and week number."
+    },
+    {
+      "ColumnName": "Cluster",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name or identifier of the cluster."
+    },
+    {
+      "ColumnName": "AvgTotal",
+      "ColumnOrdinal": 2,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average total capacity (number of node count) of the cluster."
+    },
+    {
+      "ColumnName": "AvgReadyEmpty",
+      "ColumnOrdinal": 3,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average node capacity (number of node count) that is ready to use but empty. This is equivelant to Available node count."
+    },
+    {
+      "ColumnName": "AvgReadyUsed",
+      "ColumnOrdinal": 4,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average node capacity (number of node count) that is ready and used. This is equivelant to Allocated node count."
+    },
+    {
+      "ColumnName": "AvgOFR",
+      "ColumnOrdinal": 5,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average OFR (Off For Repair) capacity (number of node count)."
+    },
+    {
+      "ColumnName": "AvgUnallocatable",
+      "ColumnOrdinal": 6,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average unallocatable capacity (number of node count)."
+    },
+    {
+      "ColumnName": "AvgHumanInvestigate",
+      "ColumnOrdinal": 7,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average human investigation capacity (number of node count)."
+    },
+    {
+      "ColumnName": "AvgExcluded",
+      "ColumnOrdinal": 8,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average excluded capacity (number of node count)."
+    },
+    {
+      "ColumnName": "AvgProbation",
+      "ColumnOrdinal": 9,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average probation capacity (number of node count)."
+    },
+    {
+      "ColumnName": "AvgSuspected",
+      "ColumnOrdinal": 10,
+      "DataType": "System.Double",
+      "ColumnType": "real",
+      "description": "The weekly average suspected capacity (number of node count)."
+    },
+    {
+      "ColumnName": "TIMESTAMP",
+      "ColumnOrdinal": 11,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp of the record."
+    },
+    {
+      "ColumnName": "WeekNum",
+      "ColumnOrdinal": 12,
+      "DataType": "System.Int64",
+      "ColumnType": "long",
+      "description": "The week number."
+    },
+    {
+      "ColumnName": "BackupTimeStamp",
+      "ColumnOrdinal": 13,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The backup timestamp."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PreNodeActionRecord.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PreNodeActionRecord.json
new file mode 100644
index 00000000..4f7b5216
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PreNodeActionRecord.json
@@ -0,0 +1,62 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('PreNodeActionRecord')",
+  "description": "This table records actions performed on nodes, including timestamps, host and node identifiers, action details, reasons, categories, and endpoints.",
+  "schema": [
+    {
+      "ColumnName": "Timestamp",
+      "ColumnOrdinal": 0,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp when the action was recorded."
+    },
+    {
+      "ColumnName": "HostName",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the host where the action was recorded."
+    },
+    {
+      "ColumnName": "NodeId",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The unique identifier of the node where the action was recorded."
+    },
+    {
+      "ColumnName": "Action",
+      "ColumnOrdinal": 3,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The action that was performed."
+    },
+    {
+      "ColumnName": "Reason",
+      "ColumnOrdinal": 4,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The reason for the action."
+    },
+    {
+      "ColumnName": "Detail",
+      "ColumnOrdinal": 5,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "Additional details about the action."
+    },
+    {
+      "ColumnName": "Category",
+      "ColumnOrdinal": 6,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The category of the action."
+    },
+    {
+      "ColumnName": "Endpoint",
+      "ColumnOrdinal": 7,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The endpoint where the action was recorded."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PreNodeStatusRecord.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PreNodeStatusRecord.json
new file mode 100644
index 00000000..a0912da3
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/PreNodeStatusRecord.json
@@ -0,0 +1,41 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('PreNodeStatusRecord')",
+  "description": "Contains records of node statuses captured before a specific event or process, including timestamp, host, status, node ID, and endpoint.",
+  "schema": [
+    {
+      "ColumnName": "Timestamp",
+      "ColumnOrdinal": 0,
+      "DataType": "System.DateTime",
+      "ColumnType": "datetime",
+      "description": "The timestamp when the status was recorded."
+    },
+    {
+      "ColumnName": "HostName",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the host where the status was recorded."
+    },
+    {
+      "ColumnName": "Status",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The status of the node."
+    },
+    {
+      "ColumnName": "NodeId",
+      "ColumnOrdinal": 3,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The unique identifier of the node."
+    },
+    {
+      "ColumnName": "Endpoint",
+      "ColumnOrdinal": 4,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The endpoint of the node."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/VMInfo.json b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/VMInfo.json
new file mode 100644
index 00000000..2df5c31b
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/VMInfo.json
@@ -0,0 +1,62 @@
+{
+  "name": "cluster('{cluster_url}').database('{database_name}').table('VMInfo')",
+  "description": "Contains information about virtual machines in the specified cluster, including VMSS, host name, instance details, subscription, resource group, and VM size.",
+  "schema": [
+    {
+      "ColumnName": "VMSS",
+      "ColumnOrdinal": 0,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the Virtual Machine Scale Set (VMSS) to which the VM belongs."
+    },
+    {
+      "ColumnName": "HostName",
+      "ColumnOrdinal": 1,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the virtual machine."
+    },
+    {
+      "ColumnName": "RoleInstanceName",
+      "ColumnOrdinal": 2,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the role instance."
+    },
+    {
+      "ColumnName": "InstanceId",
+      "ColumnOrdinal": 3,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The ID of the instance."
+    },
+    {
+      "ColumnName": "VMId",
+      "ColumnOrdinal": 4,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The ID of the virtual machine."
+    },
+    {
+      "ColumnName": "SubscriptionId",
+      "ColumnOrdinal": 5,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The ID of the subscription."
+    },
+    {
+      "ColumnName": "ResourceGroupName",
+      "ColumnOrdinal": 6,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The name of the resource group."
+    },
+    {
+      "ColumnName": "VMSize",
+      "ColumnOrdinal": 7,
+      "DataType": "System.String",
+      "ColumnType": "string",
+      "description": "The size of the virtual machine."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_examples.txt b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_examples.txt
new file mode 100644
index 00000000..c9aa7e44
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_examples.txt
@@ -0,0 +1,743 @@
+# Few-shot Examples for Generating KQL Queries in a RAG System
+Below are few-shot examples derived from the provided KQL samples. These examples are designed to help a Retrieval-Augmented Generation (RAG) system generate new KQL queries based on user questions.
+
+## Example 1: Weekly Cluster Node Health Summary
+Question: "Can you provide a weekly summary of node health states (average availability ratio, allocated VMs, empty VMs, unallocatable VMs...) for specific Cluster (ClusterName)?"
+
+Generated KQL:
+```kql
+cluster('{cluster_url}').database('{database_name}').table('PBICacheClusterCapacityStatus')
+| summarize arg_max(BackupTimeStamp, *) by WeekNum, Cluster
+| project-away BackupTimeStamp
+```
+
+## Example 2: Daily Node Status Count
+Question: "How can I calculate the daily count of node statuses grouped by their attributes?"
+- Alias: "What is minimum, average and maximum daily availability ratio for endpoint pai-wcu, in week 30?"
+
+Generated KQL:
+```kql
+// Step 0: get source data
+let NodeStatusRecord = cluster('{cluster_url}').database('{database_name}').table('NodeStatusRecord');
+let NodeStatusAttributes = cluster('{cluster_url}').database('{database_name}').table('NodeStatusAttributes');
+let VMInfo = cluster('{cluster_url}').database('{database_name}').table('VMInfo');
+let ClusterVMSSInfo = cluster('{cluster_url}').database('{database_name}').table('ClusterVMSSInfo');
+let min_day = toscalar(NodeStatusRecord | summarize startofday(min(Timestamp)));
+let max_day = toscalar(NodeStatusRecord | summarize startofday(max(Timestamp)));
+let AllDays = range Day from min_day to max_day step 1d;
+// Step 1: Get all Groups from StatusAttributes
+let AllGroups = NodeStatusAttributes | summarize by Group;
+// Step 2: Build all (Day, Group) combinations
+let AllCombos =
+AllGroups
+| extend dummy = 1
+| join kind=inner (
+AllDays | extend dummy = 1
+) on dummy
+| project Day, Group;
+// Step 3: Get latest status per node per day
+let LatestPerNodePerDay =
+NodeStatusRecord
+| join kind=leftouter(
+VMInfo
+) on HostName
+| extend VMSS_clean = trim(" ", tolower(VMSS))
+| join kind=leftouter(
+ClusterVMSSInfo
+| extend VMSS_clean = trim(" ", tolower(VMSSName))
+) on VMSS_clean
+| extend DayList = range(min_day, max_day, 1d)
+| mv-expand Day = DayList to typeof(datetime)
+| where startofday(Timestamp) <= Day
+| summarize arg_max(Timestamp, Status) by HostName, Day, Endpoint, ClusterName;
+// Step 4: Map statuses to groups
+let NodeStatusWithGroup =
+LatestPerNodePerDay
+| extend Status_clean = trim(" ", tolower(Status))
+| join kind=leftouter (
+NodeStatusAttributes
+| extend Status_clean = trim_start(@"[^\w]+",Status)
+) on Status_clean;
+// Step 5: Count nodes per group per day
+let DailyGroupCounts =
+NodeStatusWithGroup
+| summarize NodeCount = count() by Day, Group, Endpoint, ClusterName;
+// Step 6: Merge with full (Day, Group) grid to include 0s
+let DailyGroupNodeCounts =
+AllCombos
+| join kind=leftouter (DailyGroupCounts) on Day, Group
+| extend NodeCount = coalesce(NodeCount, 0)
+| sort by Day asc, Group asc
+| project-away Day1, Group1;
+// Step 7: calculate daily availability ratio
+let DailyAvailabilityRatio = DailyGroupNodeCounts
+| summarize arg_max(NodeCount, *) by Day, Group, Endpoint // Ensure all columns are available for pivoting
+| evaluate pivot(Group, sum(NodeCount))
+| where isnotempty(Endpoint) // Add this line to filter out empty Endpoints
+| order by Day asc, Endpoint asc
+| extend Week = weekofyear(startofweek(Day - 1d, 0)) // Monday as the start of the week
+| extend HealthyCount = Healthy
+| extend TotalCount = Cordon + Healthy + New + UA + Validation
+| extend DailyAvailablityRatio = iff(TotalCount > 0, toreal(HealthyCount) / toreal(TotalCount), 0.0);
+// Step 8: summarize weekly availability ratio
+let Res = DailyAvailabilityRatio
+| summarize 
+AverageDailyAvailabilityRatio = avg(DailyAvailablityRatio),
+MinimumDailyAvailabilityRatio = min(DailyAvailablityRatio),
+MaximumDailyAvailabilityRatio = max(DailyAvailablityRatio)
+by Week, Endpoint, ClusterName;
+Res
+```
+
+## Example 3: Weekly Job Summary
+Question: "How can I summarize the latest job details on a weekly basis?"
+
+Generated KQL:
+```kql
+let JobSummary = cluster('{cluster_url}').database('{database_name}').JobSummary;
+JobSummary
+| summarize arg_max(timeGenerated, *) by jobId
+| extend Week = weekofyear(startofweek(launchTime - 1d, 0)) // Monday as the start of the week
+
+## Example 4: Weekly Job Reaction Time
+Question: "How can I calculate the weekly reaction time for jobs based on their exit categories?"
+Aliases:
+- "What is the maximum reaction time recorded for a job failure in week 30?"
+- "What is the average reaction time for hardware failures in Week 27?"
+
+Generated KQL:
+```kql
+let ReactTime_table = cluster('{cluster_url}').database('{database_name}').JobReactTime;
+let Summary_table = cluster('{cluster_url}').database('{database_name}').JobSummary;
+let jobExitFailure = dynamic(["Software Failure", "Hardware Failure", "Platform Failure"]);
+let jobExitSuccess = dynamic(["Succeed", "User Stop"]);
+let ReactTime =
+Summary_table
+| summarize arg_max(timeGenerated, *) by jobId
+| join kind=inner ReactTime_table on jobId
+| extend Week = weekofyear(startofweek(launchTime - 1d, 0)); // Monday as the start of the week
+| extend ReactionTime = reactTime // Directly use the reactTime column which is pre-stored into the table
+ReactTime
+```
+
+## Example 5: Hardware Failure Analysis
+Question: "How can I filter and analyze jobs that failed due to hardware issues?"
+
+Generated KQL:
+```kql
+let JobActions = cluster('{cluster_url}').database('{database_name}').table('JobSummary')
+| summarize arg_max(timeGenerated, *) by jobId
+| where exitCategory in ("Hardware Failure")
+| project-away userName, jobState, retryCount, attemptId, retryDetails, jobPriority, totalGpuHours, idleGpuHours, effectiveGpuHours, exitReason, jobHash
+| extend Week = weekofyear(startofweek(launchTime - 1d, 0)) // Monday as the start of the week
+| sort by launchTime asc;
+JobActions
+```
+
+## Example 6: Node Action Flow and Node MTBF Analysis
+Question: "How can I analyze the sequence of node actions related to hardware failures and calculate the mean time between failures (MTBF)?"
+
+Generated KQL:
+```kql
+// preserve the actions to filter, no reference
+let States = datatable (State:string)
+[
+    "new-validating", "validating-available", "available-cordoned", "cordoned-triaged_hardware"
+];
+// step 1, filter the actions related to Hardware failure, assign an action seq, join to extend the Endpoint and ClusterName column
+let AllRelevantActions = cluster('{cluster_url}').database('{database_name}').table('NodeActionRecord')
+| where Action in ("new-validating", "validating-available", "available-cordoned", "cordoned-triaged_hardware") // Filter for relevant actions to optimize performance
+| extend ActionSeq = case(
+    Action == "new-validating", "S00",
+    Action == "validating-available", "S01",
+    Action == "available-cordoned", "S02",
+    Action == "cordoned-triaged_hardware", "S03",
+    "S99"
+)
+| join kind=leftouter 
+    (VMInfo 
+    | distinct HostName, VMSS)
+on HostName
+    | extend VMSS_clean = trim(" ", tolower(VMSS))
+    | join kind=leftouter(
+        ClusterVMSSInfo
+        | extend VMSS_clean = trim(" ", tolower(VMSSName))
+    ) on VMSS_clean
+| project-away Reason, Detail, Category
+| project HostName, Timestamp, Action, ActionSeq, Endpoint, ClusterName
+| sort by HostName asc, Timestamp asc, ActionSeq asc; // Sort by HostName and Timestamp for correct sequence matching; Sort by ActionSeq is necessary as some actions could be registered to the same timestamp
+// step 2, create a action flow pattern
+let TransactionTable = AllRelevantActions
+| sort by HostName asc, Timestamp asc, ActionSeq asc
+| serialize
+| extend preAction = prev(Action, 1)
+| extend nextAction = next(Action, 1)
+| extend preHostName = prev(HostName, 1)
+| extend nextHostName = next(HostName, 1)
+| extend isBackVA = iff(Action == "validating-available" and (HostName == preHostName and (preAction == "new-validating" or preAction == "cordoned-triaged_hardware")), 1, 0)
+| extend isNewAC = iff(Action == "available-cordoned" and (HostName == nextHostName and nextAction == "cordoned-triaged_hardware"), 1, 0)
+| extend isNewCTH = iff(Action == "cordoned-triaged_hardware" and (HostName == preHostName and preAction == "available-cordoned"), 1, 0);
+// step 3, filter out the actions using above pattern
+let FocusedTransaction = TransactionTable
+| where isNewAC == 1 or isNewCTH == 1 or isBackVA == 1; // keep only entries with state transactions we desire
+// step 4, calculate duration between failures for the same hostname
+let FaiureDuration = FocusedTransaction
+| serialize // This operator is required to use row-level functions like 'next()'
+| extend
+    LastAction = prev(Action, 1), // Get the action of the next record
+    LastTimestamp = prev(Timestamp, 1), // Get the timestamp of the next record
+    LastHostName = prev(HostName, 1) // Get the HostName of the next record
+| where
+    Action == "available-cordoned" // The current action must be 'available-cordoned'
+    and LastAction == "validating-available" // The next action must be 'cordoned-triaged_hardware'
+    and HostName == LastHostName // Both actions must belong to the same HostName
+| project
+    HostName,
+    Endpoint,
+    ClusterName,
+    AvailableCordonedTimestamp = Timestamp, // Rename for clarity
+    ValidatingAvailableTimestamp = LastTimestamp // Rename for clarity
+| extend DurationBetweenFailureSpan = AvailableCordonedTimestamp - ValidatingAvailableTimestamp
+| order by HostName asc, AvailableCordonedTimestamp asc // Order the final results for better readability
+| extend Week = weekofyear(startofweek(AvailableCordonedTimestamp - 1d, 0)) // Monday as the start of the week
+| extend DurationBetweenFailureDay = toreal(DurationBetweenFailureSpan) / 36000000000 /24
+| extend DurationBetweenFailureHour = toreal(DurationBetweenFailureSpan) / 36000000000;
+// step 5, average aggregate
+let Res = FaiureDuration
+| order by Week asc
+| summarize 
+    MTBFSpan = avg(DurationBetweenFailureSpan),
+    MTBFDays = avg(DurationBetweenFailureDay),
+    MTBFHours = avg(DurationBetweenFailureHour),
+    _debugTotalAvailableDays = sum(DurationBetweenFailureDay),
+    SampleCounts = count()
+by Week, Endpoint, ClusterName
+| order by Endpoint asc, ClusterName asc, Week asc;
+let CumulativeRes = Res
+| extend CumulativeTotalAvaiDays = row_cumsum(SampleCounts * MTBFDays, Endpoint != prev(Endpoint) or ClusterName != prev(ClusterName))
+| extend CumulativeTotalAvaiHours = row_cumsum(SampleCounts * MTBFHours, Endpoint != prev(Endpoint) or ClusterName != prev(ClusterName))
+| extend CumulativeSampleCount = row_cumsum(SampleCounts, Endpoint != prev(Endpoint) or ClusterName != prev(ClusterName))
+| extend CumulativeMTBFDays = iff(CumulativeSampleCount > 0, todouble(CumulativeTotalAvaiDays) / CumulativeSampleCount, 0.0)
+| extend CumulativeMTBFHours = iff(CumulativeSampleCount > 0, todouble(CumulativeTotalAvaiHours) / CumulativeSampleCount, 0.0);
+CumulativeRes
+```
+
+## Example 7: OFR (out for repair) Node Recycle Time Analysis
+Question: "How can I calculate the weekly node recycle time for OFR (out for repair) nodes?"
+
+Generated KQL:
+```kql
+// Step 1: Prepares the Data and Adds Flags to Categorize Each Row's Status
+let start_actions = dynamic(["cordoned", "new"]);
+let ua = "ua";
+let ua_dealloc = "deallocated_ua";
+let ua_alloc = "allocated_ua";
+let end_actions = dynamic(["available", "deallocated_capacity"]);
+let data_with_flags = cluster('{cluster_url}').database('{database_name}').NodeStatusRecord
+| distinct Timestamp, HostName, Status, Endpoint
+| join kind=leftouter 
+    (VMInfo 
+    | distinct HostName, VMSS)
+on HostName
+    | extend VMSS_clean = trim(" ", tolower(VMSS))
+    | join kind=leftouter(
+        ClusterVMSSInfo
+        | extend VMSS_clean = trim(" ", tolower(VMSSName))
+    ) on VMSS_clean
+| extend Timestamp = todatetime(['Timestamp'])
+| where isnotempty(HostName) and isnotempty(Status)
+| sort by HostName  asc, Timestamp  asc, Status asc
+| serialize
+| extend
+    is_start = iif(Status in (start_actions), 1, 0),
+    is_end = iif(Status in (end_actions), 1, 0),
+    is_ua = iif(Status == ua, 1, 0),
+    is_ua_dealloc = iif(Status == ua_dealloc, 1, 0),
+    is_ua_alloc = iif(Status == ua_alloc, 1, 0)
+| extend is_big_start = iff(Status in (start_actions) and prev(Status) in (end_actions), 1 ,0)
+| extend big_group_id = row_cumsum(is_big_start)
+| extend group_key = strcat(HostName, "_", tostring(big_group_id))
+| serialize
+| extend sub_group_id = row_cumsum(is_start, group_key != prev(group_key))
+| project-away HostName1;
+// Step 2: Handles Duplicates and Finalizes Data
+let duplicated_rows =
+    data_with_flags
+    | where is_start == 1 and sub_group_id >1
+    | extend sub_group_id = sub_group_id - 1;
+let events_by_subgroup =
+    data_with_flags
+    | union duplicated_rows
+    | sort by HostName, Timestamp, sub_group_id;
+// Step 3: Summarizes and Calculates Time Metrics per Sub-Group
+let subgroup_metrics =
+events_by_subgroup
+| summarize
+    StartTime = minif(Timestamp, is_start == 1),
+    UAedTime = minif(Timestamp, is_ua == 1),
+    UADeallocTime = minif(Timestamp, is_ua_dealloc == 1),
+    UAAllocTime = minif(Timestamp, is_ua_alloc == 1),
+    EndTime = max(Timestamp)
+  by HostName, big_group_id, sub_group_id, Endpoint, ClusterName
+| where isnotnull(StartTime) and isnotnull(UADeallocTime)
+| extend
+    UA_Time = todouble(UADeallocTime - StartTime)/todouble(1h),
+    Allocation_Time = todouble(UAAllocTime - UADeallocTime)/todouble(1h),
+    Validation_Time = todouble(EndTime - UAAllocTime)/todouble(1h),
+    UA_cycle_Time = todouble(EndTime - StartTime)/todouble(1h)
+| sort by StartTime
+| extend NodeRecycleEventID = strcat(HostName, '_', big_group_id)
+| project-away UADeallocTime, UAAllocTime;
+//Step 4: Aggregates Metrics Per UA Event
+let event_summary_metrics =
+subgroup_metrics
+| summarize
+    EventStartTime = min(StartTime),
+    EventEndTime = max(EndTime),
+    NodeRecycleTime_event = sum(UA_cycle_Time),
+    CountUAAction = countif(isnotnull(UA_cycle_Time))
+by NodeRecycleEventID
+| extend Week = weekofyear(startofweek(EventStartTime - 1d, 0));// Monday as the start of the week
+//Step 5: Joins and Summarizes Data to Create Weekly Metrics of UACycleTime, UATime, AllocationTime, ValidationTime for each ClusterName and Endpoint
+let metrics_with_event_summary =
+subgroup_metrics
+| join kind=leftouter (
+    event_summary_metrics
+) on NodeRecycleEventID;
+let WeeklySubGroupMetrics =
+metrics_with_event_summary
+| summarize
+    UACycleTime_weekly = avg(UA_cycle_Time),
+    UATime_weekly = avg(UA_Time),
+    AllocationTime_weekly = avg(Allocation_Time),
+    ValidationTime_weekly = avg(Validation_Time)
+by Week, ClusterName, Endpoint;
+//Step 6: Joins and Summarizes Data to Create Weekly Metrics of OFR NodeCount, OFR NodeRecycleTime, Single Recycel UA Time for each ClusterName and Endpoint
+//This step is necessary to calculate the Node Recycle Time, as each node may experience
+let WeeklyNodeRecycleEventMetrics =
+metrics_with_event_summary
+| summarize take_any(NodeRecycleTime_event), take_any(CountUAAction) by NodeRecycleEventID, Week, ClusterName, Endpoint
+| summarize
+    NodeCount = dcount(NodeRecycleEventID), // correct
+    NodeRecycleTime_weekly = avg(NodeRecycleTime_event),
+    UATimeinSingleRecycel_weekly = avg(CountUAAction)
+by Week, ClusterName, Endpoint;
+//Step 7: Join to Get Final Result
+let Res =
+WeeklySubGroupMetrics
+| join kind=inner WeeklyNodeRecycleEventMetrics on Week, ClusterName, Endpoint
+| order by Week asc;
+Res
+```
+
+## Example 8: Cordon Node Recycle Time Without UA (short for unassigned, it's a state of node lifecycle)
+Question: "How can I calculate the node recycle time for cordon nodes?"
+
+Generated KQL:
+```kql
+// step 1: prepares the data and adds flags to categorize each row's status.
+let start_actions = dynamic(["cordoned", "new"]);
+let ua = "ua"; // 'ua' is a specific status indicating the node is unassigned. all Cordon nodes should be unassigned
+let ua_dealloc = "deallocated_ua";
+let ua_alloc = "allocated_ua";
+let end_actions = dynamic(["available", "deallocated_capacity"]);
+let data_with_flags = cluster('{cluster_url}').database('{database_name}').NodeStatusRecord
+| distinct Timestamp, HostName, Status, Endpoint
+| join kind=leftouter 
+    (VMInfo 
+    | distinct HostName, VMSS)
+on HostName
+    | extend VMSS_clean = trim(" ", tolower(VMSS))
+    | join kind=leftouter(
+        ClusterVMSSInfo
+        | extend VMSS_clean = trim(" ", tolower(VMSSName))
+    ) on VMSS_clean
+| extend Timestamp = todatetime(['Timestamp'])
+| where isnotempty(HostName) and isnotempty(Status)
+| sort by HostName  asc, Timestamp  asc, Status asc
+| serialize
+| extend
+    is_start = iif(Status in (start_actions), 1, 0),
+    is_end = iif(Status in (end_actions), 1, 0),
+    is_ua = iif(Status == ua, 1, 0) // Flags to identify the start, end, and 'ua' states of a node's lifecycle event, 'is_ua' specifically checks for the 'ua' status. This flag is crucial.
+| extend is_big_start = iff(Status in (start_actions) and prev(Status) in (end_actions), 1 ,0)
+| extend big_group_id = row_cumsum(is_big_start)
+| extend group_key = strcat(HostName, "_", tostring(big_group_id))
+| serialize
+| extend sub_group_id = row_cumsum(is_start, group_key != prev(group_key))
+| project-away HostName1;
+let duplicated_rows =
+    data_with_flags
+    | where is_start == 1 and sub_group_id >1
+    | extend sub_group_id = sub_group_id - 1;
+let final_data =
+    data_with_flags
+    | union duplicated_rows
+    | sort by HostName, Timestamp, sub_group_id;
+let sum_final_data =
+    final_data
+    | summarize
+        StartTime = minif(Timestamp, is_start == 1),
+        EndTime = max(Timestamp),
+        UAedTime = minif(Timestamp, is_ua == 1)
+    by HostName, big_group_id, sub_group_id, Endpoint, ClusterName
+    | where isnotnull(StartTime) and isnotnull(EndTime)  and isnull(UAedTime)
+    | extend
+        Node_Recycle_Time = todouble(EndTime - StartTime)/todouble(1h)
+    | sort by StartTime
+    | extend WeekNumber = weekofyear(startofweek(StartTime - 1d, 0)); // Monday as the start of the week
+let grouped_by_week =
+sum_final_data
+| summarize
+    sum_Node_Recycle_Time = avg(Node_Recycle_Time),
+    sum_Node = countif(isnotnull(Node_Recycle_Time))
+  by WeekNumber, Endpoint, ClusterName
+| sort by WeekNumber asc;
+grouped_by_week
+```
+
+## Example 10: Weekly Failure Rate, for each Endpoint and Failure Category
+Question: "What is the weekly failure ratio grouped by each failure category and endpoint?"
+
+Generated KQL:
+```kql
+// Step 0, take the original data from source
+let src =
+cluster('{cluster_url}')
+    .database('{database_name}')
+    .table('NodeActionRecord')
+| join kind=leftouter NodeActionAttributes on Action
+| sort by HostName asc, Timestamp asc, Action asc
+| serialize;
+// Step 1, Mark every row that has a non-empty Phase
+let withMark =
+    src
+    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);
+// Step 2, Build a running total of NonEmptyFlag per HostName
+let running =
+    withMark
+    | extend PhaseGroup =
+        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier
+        ;   // PhaseGroup increments each time we see a non-empty Phase
+// Step 3, Look up the _latest_ non-empty Phase in each PhaseGroup
+let phaseLookup =
+    running
+    | where NonEmptyFlag == 1
+    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup
+    | project HostName, PhaseGroup, LastPhase = Phase;
+// Step 4, Join back to fill down the LastPhase
+let enriched = running
+| join kind=inner (phaseLookup) on HostName, PhaseGroup
+| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1
+| sort by HostName asc, Timestamp asc;
+// Step 5: Earliest timestamp per HostName + PhaseGroup
+let groupStart =
+    enriched
+    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;
+// Step 6: Stitch them together and filter for relevant records
+let record = enriched
+| join kind=inner groupStart on HostName, PhaseGroup
+| project-reorder StartTime, Timestamp, HostName, PhaseGroup
+| sort by Timestamp asc
+| where Action contains "cordoned-triaged" and LastPhase contains "routine"
+| summarize arg_max(Timestamp, *) by HostName, PhaseGroup // Get the latest record per HostName, PhaseGroup
+| project-away HostName1, PhaseGroup1, Phase // Clean up redundant columns
+| extend CategoryReason = strcat(Category, "-", Reason); // Create CategoryReason
+// Step 7, Define date range
+let startDate = datetime(2025-03-17);
+let endDate = now();
+let allDates = range StartDate from startDate to endDate step 7d;
+// Step 8, Get all distinct Endpoints from the 'record' table
+let allEndpoints = record | distinct Endpoint;
+// Step 9, Get all distinct Categories from the 'record' table
+let allCategories = record | distinct Category;
+// Step 10, Create a Cartesian product of all dates, endpoints, and categories, this ensures every combination exists as a row
+let allCombinations =
+    allDates
+    | extend dummy = 1 // Add a dummy column for cross-joining
+    | join kind=inner (allEndpoints | extend dummy = 1) on dummy
+    | join kind=inner (allCategories | extend dummy = 1) on dummy
+    | project StartDate, Endpoint, Category; // Select the desired combination columns
+// Step 11, Summarize the actual data from 'record' for joining
+let summarizedRecord =
+    record
+    | summarize Total = count() by bin(StartTime, 7d), Endpoint, Category;
+// Step 12, Left outer join the full combinations with the summarized data, this will keep all combinations and fill 'Total' with 0 where no match is found
+let full = allCombinations
+| join kind=leftouter summarizedRecord on $left.StartDate == $right.StartTime, Endpoint, Category
+| project StartDate,
+          Endpoint,
+          Category,
+          WeeklyTotal = coalesce(Total, 0) // Replace null Total with 0
+| extend CurrentWeekStart = startofweek(now(), 0) + 1d // Calculate the start of the current week (Monday)
+| extend DaysInCurrentWeek = datetime_diff('day', now(), CurrentWeekStart) + 1 // Calculate days passed in current week
+| extend DaysinWeek = iff(StartDate == CurrentWeekStart, DaysInCurrentWeek, 7)
+| extend Date = StartDate
+| extend Week = weekofyear(startofweek(StartDate - 1d, 0)) // Monday as the start of the week
+| extend Category = iff(isempty(Category), "uncategorized", Category) // Handle potentially empty categories
+| order by StartDate asc, Endpoint asc, Category asc
+| project-away StartDate, CurrentWeekStart, DaysInCurrentWeek;
+// Step 13, Calculate the weekly ratio
+let result = full
+| extend AvgFailureRatio = iff(DaysinWeek == 0, 0.0, todouble(WeeklyTotal) / DaysinWeek)
+| project Week, Date, Endpoint, Category, AvgFailureRatio;
+result
+```
+
+## Example 12: Weekly Failure Count, for each Endpoint and Failure Category
+Question: "What is the weekly failure count grouped by failure category and endpoint?"
+Aliases:
+- "How many hardware-related node failures occurred in the pai-wcu endpoint in week 30?"
+- "What is the breakdown of node failure categories (hardware, platform, user, unknown) for the pai-wcu endpoint in week 30?"
+
+Generated KQL:
+```kql
+// Step 0, take the original data from source
+let src =
+cluster('{cluster_url}')
+    .database('{database_name}')
+    .table('NodeActionRecord')
+| join kind=leftouter NodeActionAttributes on Action
+| sort by HostName asc, Timestamp asc, Action asc
+| serialize;
+// Step 1, Mark every row that has a non-empty Phase
+let withMark =
+    src
+    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);
+// Step 2, Build a running total of NonEmptyFlag per HostName
+let running =
+    withMark
+    | extend PhaseGroup =
+        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier
+        ;   // PhaseGroup increments each time we see a non‑empty Phase
+// Step 3, Look up the _latest_ non-empty Phase in each PhaseGroup
+let phaseLookup =
+    running
+    | where NonEmptyFlag == 1
+    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup
+    | project HostName, PhaseGroup, LastPhase = Phase;
+// Step 4, Join back to fill down the LastPhase
+let enriched = running
+| join kind=inner (phaseLookup) on HostName, PhaseGroup
+| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1
+| sort by HostName asc, Timestamp asc ;
+// Step 5: Earliest timestamp per HostName + PhaseGroup
+let groupStart =
+    enriched
+    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;
+// Step 6: Stitch them together and filter for relevant records
+let record=enriched
+| join kind=inner groupStart on HostName, PhaseGroup
+| project-reorder StartTime, Timestamp, HostName, PhaseGroup
+| sort by Timestamp asc
+| where Action contains "cordoned-triaged" and LastPhase contains "routine"
+| summarize arg_max(Timestamp, *) by HostName, PhaseGroup
+| project-away HostName1, PhaseGroup1, Phase
+| extend CategoryReason = strcat(Category, "-", Reason);
+// Step 7: Summarize count by reason within weekly intervals
+let summarizedData = record
+| summarize Count = count() by Category, bin(StartTime, 7d), Endpoint;
+// Step 8: Pivot the data to create a column for each unique reason
+summarizedData
+| evaluate pivot(Category, sum(Count))
+| extend Week = weekofyear(startofweek(StartTime - 1d, 0)) // Monday as the start of the week
+| project-rename uncategorized = _Empty, Timestamp = StartTime
+| order by Week asc
+```
+
+## Example 13: Weekly Failure Count, for each Endpoint and Failure Reason
+Question: "How many node failures were attributed to each Failure Reason for each endpoint?"
+Aliases:
+- "What is the most common reason for hardware failures in the pai-wcu endpoint in week 30?"
+- "How many node failures were attributed to "NodeCrash" in the pai-scu endpoint in week 30?"
+- "What was the most common reason for node failures?"
+
+Generated KQL:
+```kql
+// Step 0, take the original data from source
+let src =
+cluster('{cluster_url}')
+    .database('{database_name}')
+    .table('NodeActionRecord')
+| join kind=leftouter NodeActionAttributes on Action
+| sort by HostName asc, Timestamp asc, Action asc
+| serialize;
+// Step 1, Mark every row that has a non-empty Phase
+let withMark =
+    src
+    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);
+// Step 2, Build a running total of NonEmptyFlag per HostName
+let running =
+    withMark
+    | extend PhaseGroup =
+        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier
+        ;   // PhaseGroup increments each time we see a non‑empty Phase
+// Step 3, Look up the _latest_ non-empty Phase in each PhaseGroup
+let phaseLookup =
+    running
+    | where NonEmptyFlag == 1
+    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup
+    | project HostName, PhaseGroup, LastPhase = Phase;
+// Step 4, Join back to fill down the LastPhase
+let enriched = running
+| join kind=inner (phaseLookup) on HostName, PhaseGroup
+| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1
+| sort by HostName asc, Timestamp asc ;
+// Step 5: Earliest timestamp per HostName + PhaseGroup
+let groupStart =
+    enriched
+    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;
+// Step 6: Stitch them together and filter for relevant records
+let record=enriched
+| join kind=inner groupStart on HostName, PhaseGroup
+| project-reorder StartTime, Timestamp, HostName, PhaseGroup
+| sort by Timestamp asc
+| where Action contains "cordoned-triaged" and LastPhase contains "routine"
+| summarize arg_max(Timestamp, *) by HostName, PhaseGroup
+| project-away HostName1, PhaseGroup1, Phase
+| extend CategoryReason = strcat(Category, "-", Reason);
+//Step 7, Calculate the failure count for each failure Reason
+record
+| extend Week = weekofyear(startofweek(StartTime - 1d, 0)) // Monday as the start of the week
+| summarize FailureCount = count() by Week, Reason, Category, Endpoint
+| extend Reason = iif(isempty(Reason), 'Unknown Reason', Reason)
+| extend Category = iif(isempty(Category), 'uncategorized', Category)
+| order by Week asc
+```
+
+## Example 14: Daily Failure Count for each Endpoint and Failure Category
+Question: "How can I calculate the daily failure count for each endpoint and failure category?"
+
+Generated KQL:
+```kql
+// step 1, Original source and initial processing
+let src =
+cluster('{cluster_url}')
+    .database('{database_name}')
+    .table('NodeActionRecord')
+| join kind=leftouter NodeActionAttributes on Action
+| sort by HostName asc, Timestamp asc, Action asc
+| serialize;
+// step 2, Mark every row that has a non-empty Phase
+let withMark =
+    src
+    | extend NonEmptyFlag = iff(isnotempty(Phase), 1, 0);
+// step 3, Build a running total of NonEmptyFlag per HostName
+let running =
+    withMark
+    | extend PhaseGroup =
+        row_cumsum(NonEmptyFlag)   // needs `serialize` earlier
+        ;   // PhaseGroup increments each time we see a non-empty Phase
+// step 4, Look up the _latest_ non-empty Phase in each PhaseGroup
+let phaseLookup =
+    running
+    | where NonEmptyFlag == 1
+    | summarize LastPhase = arg_max(Timestamp, Phase) by HostName, PhaseGroup
+    | project HostName, PhaseGroup, LastPhase = Phase;
+// step 5, Join back to fill down the LastPhase
+let enriched = running
+| join kind=inner (phaseLookup) on HostName, PhaseGroup
+| project-away NonEmptyFlag, Action1, HostName1, PhaseGroup1
+| sort by HostName asc, Timestamp asc;
+// Step 6, Earliest timestamp per HostName + PhaseGroup
+let groupStart =
+    enriched
+    | summarize StartTime = min(Timestamp) by HostName, PhaseGroup;
+// Step 7, Stitch them together and filter for relevant records
+let record = enriched
+| join kind=inner groupStart on HostName, PhaseGroup
+| project-reorder StartTime, Timestamp, HostName, PhaseGroup
+| sort by Timestamp asc
+| where Action contains "cordoned-triaged" and LastPhase contains "routine"
+| summarize arg_max(Timestamp, *) by HostName, PhaseGroup // Get the latest record per HostName, PhaseGroup
+| project-away HostName1, PhaseGroup1, Phase // Clean up redundant columns
+| extend CategoryReason = strcat(Category, "-", Reason); // Create CategoryReason
+// Step 8, Create a Cartesian product of all dates, endpoints, and categories
+let startDate = datetime(2025-03-20);
+let endDate = now();
+let allDates = range StartDate from startDate to endDate step 1d;
+let allEndpoints = record | distinct Endpoint;
+let allCategories = record | distinct Category;
+// Step 9, This ensures every combination exists as a row
+let allCombinations =
+    allDates
+    | extend dummy = 1 // Add a dummy column for cross-joining
+    | join kind=inner (allEndpoints | extend dummy = 1) on dummy
+    | join kind=inner (allCategories | extend dummy = 1) on dummy
+    | project StartDate, Endpoint, Category; // Select the desired combination columns
+// Step 10, Summarize the actual data from 'record' for joining
+let summarizedRecord =
+    record
+    | summarize Total = count() by bin(StartTime, 1d), Endpoint, Category;
+// Step 11, Left outer join the full combinations with the summarized data. This will keep all combinations and fill 'Total' with 0 where no match is found
+allCombinations
+| join kind=leftouter summarizedRecord on $left.StartDate == $right.StartTime, Endpoint, Category
+| project StartDate,
+          Endpoint,
+          Category,
+          Total = coalesce(Total, 0) // Replace null Total with 0
+| extend EndDate = StartDate + 1d
+| extend Week = weekofyear(startofweek(StartDate - 1d, 0)) // Monday as the start of the week
+| extend CategoryNew = iff(isempty(Category), "uncategorized", Category) // Handle potentially empty categories
+| order by StartDate asc, Endpoint asc, Category asc;
+```
+
+## Example 15: Generate a unique mapping of Endpoint to ClusterName
+Question: "Can you let me know which ClusterName maps to which Endpoint?"
+
+Generated KQL:
+```kql
+let ClusterName_Endpoint = cluster('{cluster_url}').database('{database_name}').table('NodeActionRecord')
+| join kind=leftouter 
+    (VMInfo 
+    | distinct HostName, VMSS)
+on HostName
+    | extend VMSS_clean = trim(" ", tolower(VMSS))
+    | join kind=leftouter(
+        ClusterVMSSInfo
+        | extend VMSS_clean = trim(" ", tolower(VMSSName))
+    ) on VMSS_clean
+| project Endpoint, ClusterName
+| distinct Endpoint, ClusterName;
+ClusterName_Endpoint
+```
+
+## Example 16: Query the availability ratio
+Question: "What is the average availability ratio for the pai-wcu endpoint in week 30?"
+
+Generated KQL:
+```kql
+// Step 1: Define the endpoint you are looking for.
+let targetEndpoint = "pai-wcu";
+// Step 2: Use the mapping table to find the ClusterName for the specified endpoint.
+let targetCluster = (
+    cluster('{cluster_url}').database('{database_name}').table('NodeActionRecord')
+    | join kind=leftouter 
+        (cluster('{cluster_url}').database('{database_name}').table('VMInfo')
+        | distinct HostName, VMSS)
+    on HostName
+    | extend VMSS_clean = trim(" ", tolower(VMSS))
+    | join kind=leftouter (
+        cluster('{cluster_url}').database('{database_name}').table('ClusterVMSSInfo')
+        | extend VMSS_clean = trim(" ", tolower(VMSSName))
+    ) on VMSS_clean
+    | where Endpoint == targetEndpoint
+    | project ClusterName
+    | distinct ClusterName
+);
+// Step 3: Use the found ClusterName(s) to filter the availability ratio table.
+let healthStatus = cluster('{cluster_url}').database('{database_name}').table('PBICacheClusterCapacityStatus')
+| where Cluster in (targetCluster)
+| where WeekNum == 30;
+// Step 4: Make sure to get the latest results among multiple backup data rows.
+let latestHealthStatus = healthStatus
+| summarize arg_max(BackupTimeStamp, *) by WeekNum, Cluster
+| project-away BackupTimeStamp;
+// Step 5: calculate the required ratio based on the requirement
+let availabilityRatio = latestHealthStatus
+| extend AvgSum = AvgReadyEmpty + AvgReadyUsed + AvgOFR + AvgUnallocatable + AvgHumanInvestigate + AvgExcluded + AvgProbation + AvgSuspected
+| extend AvailabilityRatio = iif(AvgSum == 0, 0.0, AvgReadyEmpty / AvgSum);
+// Step 4: Calculate the average among ClusterName(s)
+availabilityRatio
+| summarize Ratio = avg(AvailabilityRatio)
+```
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_examples_from_data.txt b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_examples_from_data.txt
new file mode 100644
index 00000000..3f23edc5
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_examples_from_data.txt
@@ -0,0 +1,211 @@
+## Example 17: [from data idx4] Calculate Allocated VM Ratio
+Question: "What is the average percentage of allocated VMs across all clusters in week 30?"
+
+Generated KQL:
+```kql
+let healthStatus = cluster('{cluster_url}').database('{database_name}').table('PBICacheClusterCapacityStatus')
+| where WeekNum == 30;
+// Step 1: Get the latest results among multiple backup data rows
+let latestHealthStatus = healthStatus
+| summarize arg_max(BackupTimeStamp, *) by WeekNum, Cluster
+| project-away BackupTimeStamp;
+// Step 2: Calculate the average percentage of allocated VMs across all clusters
+latestHealthStatus
+| summarize AvgAllocatedPercentage = avg(AvgReadyUsed / (AvgReadyEmpty + AvgReadyUsed + AvgOFR + AvgUnallocatable + AvgHumanInvestigate + AvgExcluded + AvgProbation + AvgSuspected) * 100) by WeekNum
+| project AvgAllocatedPercentage
+```
+
+## Example 18: [from data idx6] Calculate Available VM count
+Question: "How many total VMs were available in the CYS13PrdGPC02 cluster in week 31?"
+
+Generated KQL:
+```kql
+cluster('{cluster_url}').database('{database_name}').table('PBICacheClusterCapacityStatus')
+| where WeekNum == 31 and Cluster == "CYS13PrdGPC02"
+| summarize arg_max(BackupTimeStamp, *) by WeekNum, Cluster
+| project TotalAvailableVMs = AvgReadyEmpty
+```
+
+## Example 19: [from data idx8] Job Duration Time
+Question: "What is the average job duration for hardware failures in week 30?"
+
+Generated KQL:
+```kql
+let JobActions = cluster('{cluster_url}').database('{database_name}').table('JobSummary')
+| summarize arg_max(timeGenerated, *) by jobId
+| where exitCategory == "Hardware Failure" // accepted values are: "Software Failure", "Platform Failure", "Succeed", "Hardware Failure", "User Stop"
+| extend Week = weekofyear(startofweek(launchTime - 1d, 0)) // Monday as the start of the week
+| where Week == 30
+| extend JobDuration = jobDurationHours // Directly use the jobDurationHours which is pre-stored into the table
+| summarize AvgJobDuration = avg(JobDuration);
+JobActions
+```
+
+## Example 20: [from data idx30] Node Recycle Time for Cordon Nodes
+Question: "What was the node recycle time for cordon nodes in the CYS13PrdGPC02 cluster in Week 32?"
+
+Generated KQL:
+```kql
+// step 1: prepares the data and adds flags to categorize each row's status.
+let start_actions = dynamic(["cordoned", "new"]);
+let ua = "ua"; // 'ua' is a specific status indicating the node is unassigned. all Cordon nodes should be unassigned
+let ua_dealloc = "deallocated_ua";
+let ua_alloc = "allocated_ua";
+let end_actions = dynamic(["available", "deallocated_capacity"]);
+let data_with_flags = cluster('{cluster_url}').database('{database_name}').NodeStatusRecord
+| distinct Timestamp, HostName, Status, Endpoint
+| join kind=leftouter 
+    (VMInfo 
+    | distinct HostName, VMSS)
+on HostName
+    | extend VMSS_clean = trim(" ", tolower(VMSS))
+    | join kind=leftouter(
+        ClusterVMSSInfo
+        | extend VMSS_clean = trim(" ", tolower(VMSSName))
+    ) on VMSS_clean
+| extend Timestamp = todatetime(['Timestamp'])
+| where isnotempty(HostName) and isnotempty(Status)
+| sort by HostName  asc, Timestamp  asc, Status asc
+| serialize
+| extend
+    is_start = iif(Status in (start_actions), 1, 0),
+    is_end = iif(Status in (end_actions), 1, 0),
+    is_ua = iif(Status == ua, 1, 0) // Flags to identify the start, end, and 'ua' states of a node's lifecycle event, 'is_ua' specifically checks for the 'ua' status. This flag is crucial.
+| extend is_big_start = iff(Status in (start_actions) and prev(Status) in (end_actions), 1 ,0)
+| extend big_group_id = row_cumsum(is_big_start)
+| extend group_key = strcat(HostName, "_", tostring(big_group_id))
+| serialize
+| extend sub_group_id = row_cumsum(is_start, group_key != prev(group_key))
+| project-away HostName1;
+let duplicated_rows =
+    data_with_flags
+    | where is_start == 1 and sub_group_id >1
+    | extend sub_group_id = sub_group_id - 1;
+let final_data =
+    data_with_flags
+    | union duplicated_rows
+    | sort by HostName, Timestamp, sub_group_id;
+let sum_final_data =
+    final_data
+    | summarize
+        StartTime = minif(Timestamp, is_start == 1),
+        EndTime = max(Timestamp),
+        UAedTime = minif(Timestamp, is_ua == 1)
+    by HostName, big_group_id, sub_group_id, Endpoint, ClusterName
+    | where isnotnull(StartTime) and isnotnull(EndTime)  and isnull(UAedTime)
+    | extend
+        Node_Recycle_Time = todouble(EndTime - StartTime)/todouble(1h)
+    | sort by StartTime
+    | extend WeekNumber = weekofyear(startofweek(StartTime - 1d, 0)); // Monday as the start of the week
+let grouped_by_week =
+sum_final_data
+| summarize
+    sum_Node_Recycle_Time = avg(Node_Recycle_Time),
+    sum_Node = countif(isnotnull(Node_Recycle_Time))
+  by WeekNumber, Endpoint, ClusterName
+| where WeekNumber == 32 // Filter for Week 32
+| where ClusterName == "CYS13PrdGPC02"; // Filter for ClusterName
+grouped_by_week
+```
+
+
+## Example 21: [from data idx32] Node Recycle Time for OFR Nodes
+Question: "What was the node recycle time and node count for ofr nodes in the CYS13PrdGPC02 cluster in Week 31?"
+
+Generated KQL:
+```kql
+// Step 1: Prepares the Data and Adds Flags to Categorize Each Row's Status
+let start_actions = dynamic(["cordoned", "new"]);
+let ua = "ua";
+let ua_dealloc = "deallocated_ua";
+let ua_alloc = "allocated_ua";
+let end_actions = dynamic(["available", "deallocated_capacity"]);
+let data_with_flags = cluster('{cluster_url}').database('{database_name}').NodeStatusRecord
+| distinct Timestamp, HostName, Status, Endpoint
+| join kind=leftouter 
+    (VMInfo 
+    | distinct HostName, VMSS)
+on HostName
+    | extend VMSS_clean = trim(" ", tolower(VMSS))
+    | join kind=leftouter(
+        ClusterVMSSInfo
+        | extend VMSS_clean = trim(" ", tolower(VMSSName))
+    ) on VMSS_clean
+| extend Timestamp = todatetime(['Timestamp'])
+| where isnotempty(HostName) and isnotempty(Status)
+| sort by HostName  asc, Timestamp  asc, Status asc
+| serialize
+| extend
+    is_start = iif(Status in (start_actions), 1, 0),
+    is_end = iif(Status in (end_actions), 1, 0),
+    is_ua = iif(Status == ua, 1, 0),
+    is_ua_dealloc = iif(Status == ua_dealloc, 1, 0),
+    is_ua_alloc = iif(Status == ua_alloc, 1, 0)
+| extend is_big_start = iff(Status in (start_actions) and prev(Status) in (end_actions), 1 ,0)
+| extend big_group_id = row_cumsum(is_big_start)
+| extend group_key = strcat(HostName, "_", tostring(big_group_id))
+| serialize
+| extend sub_group_id = row_cumsum(is_start, group_key != prev(group_key))
+| project-away HostName1;
+// Step 2: Handles Duplicates and Finalizes Data
+let duplicated_rows =
+    data_with_flags
+    | where is_start == 1 and sub_group_id >1
+    | extend sub_group_id = sub_group_id - 1;
+let events_by_subgroup =
+    data_with_flags
+    | union duplicated_rows
+    | sort by HostName, Timestamp, sub_group_id;
+// Step 3: Summarizes and Calculates Time Metrics per Sub-Group
+let subgroup_metrics =
+events_by_subgroup
+| summarize
+    StartTime = minif(Timestamp, is_start == 1),
+    UAedTime = minif(Timestamp, is_ua == 1),
+    UADeallocTime = minif(Timestamp, is_ua_dealloc == 1),
+    UAAllocTime = minif(Timestamp, is_ua_alloc == 1),
+    EndTime = max(Timestamp)
+  by HostName, big_group_id, sub_group_id, Endpoint, ClusterName
+| where isnotnull(StartTime) and isnotnull(UADeallocTime)
+| extend
+    UA_Time = todouble(UADeallocTime - StartTime)/todouble(1h),
+    Allocation_Time = todouble(UAAllocTime - UADeallocTime)/todouble(1h),
+    Validation_Time = todouble(EndTime - UAAllocTime)/todouble(1h),
+    UA_cycle_Time = todouble(EndTime - StartTime)/todouble(1h)
+| sort by StartTime
+| extend NodeRecycleEventID = strcat(HostName, '_', big_group_id)
+| project-away UADeallocTime, UAAllocTime;
+//Step 4: Aggregates Metrics Per Node Recycle Event
+let event_summary_metrics =
+subgroup_metrics
+| summarize
+    EventStartTime = min(StartTime),
+    EventEndTime = max(EndTime),
+    NodeRecycleTime_event = sum(UA_cycle_Time),
+    CountUAAction = countif(isnotnull(UA_cycle_Time))
+by NodeRecycleEventID
+| extend Week = weekofyear(startofweek(EventStartTime - 1d, 0));// Monday as the start of the week
+//Step 5: Joins and Summarizes Data to Create Weekly Metrics of UACycleTime, UATime, AllocationTime, ValidationTime for each ClusterName and Endpoint
+let metrics_with_event_summary =
+subgroup_metrics
+| join kind=leftouter (
+    event_summary_metrics
+) on NodeRecycleEventID;
+//Step 6: Joins and Summarizes Data to Create Weekly Metrics of OFR NodeCount, OFR NodeRecycleTime, Single Recycel UA Time for each ClusterName and Endpoint
+//This step is necessary to calculate the Node Recycle Time, as each node may experience
+let WeeklyNodeRecycleEventMetrics =
+metrics_with_event_summary
+| summarize take_any(NodeRecycleTime_event), take_any(CountUAAction) by NodeRecycleEventID, Week, ClusterName, Endpoint
+| summarize
+    NodeCount = dcount(NodeRecycleEventID), // correct
+    NodeRecycleTime_weekly = avg(NodeRecycleTime_event),
+    UATimeinSingleRecycel_weekly = avg(CountUAAction)
+by Week, ClusterName, Endpoint;
+//Step 7: Join to Get Final Result
+let Res =
+WeeklyNodeRecycleEventMetrics
+| where Week == 31
+| where ClusterName == "CYS13PrdGPC02"
+| order by Week asc;
+Res
+```
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_knowledge.txt b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_knowledge.txt
new file mode 100644
index 00000000..2d74e48b
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_knowledge.txt
@@ -0,0 +1,10 @@
+"The meaning of 'Available Node Count' is the collection of all nodes in AvgReadyEmpty column, not AvgReadyEmpty+AvgReadyUsed",
+"The meaning of 'Allocated Node Count' is the collection of all nodes in AvgReadyUsed",
+"The meaning of 'OFR' is our for repair, a state in a node's lifecycle, nodes in OFR are the nodes are out for repair",
+"The meaning of 'UA' is unassigned, a state in a node's lifecycle, nodes in UA are the nodes are not assigned",
+"Node Failure are categorized into five categories: 'hardware', 'platform', 'user', 'unknowm', 'uncategorized'",
+"Failure Reasons for Node Failure Category 'hardware' are: 'Reasons in Category: Hardware', 'AMDGPUSMIHanging', 'Disk Error', 'Frontend Network Issue', 'GPU Memory Not Release', 'GPUDriverHanging', 'GPUHangingwithFenceFallbackTimerExpired', 'GPUHangingwithSegfault', 'IB Bandwidth Regression', 'IB Nic Failure', 'IB Reregistration', 'IBBandwidthProblem', 'IBLinkFlapping', 'IBPortDown', 'LossNaN', 'MemoryAccessFault', 'NodeCrash', 'NvidiaSmiDoubleEccError', 'NvidiaSmiLatencyTooLarge', 'PCIe bandwidth Regression'",
+"Failure Reasons for Node Failure Category 'platform' are: 'Blob Mount Failure', 'DatasetPreCheckFailure', 'Disk Full', 'Investigation', 'NodeCrash', 'Platform Service Issue'",
+"Failure Reasons for Node Failure Category 'user' are: 'MemoryAccessFault', 'UnreliableNetworkRequest'",
+"Failure Reasons for Node Failure Category 'unknown' are: 'Unknownissue', 'Unkonwn Reason'",
+"Failure Reasons for Node Failure Category 'uncategorized' are: 'Unknown Reason'"
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_operators.txt b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_operators.txt
new file mode 100644
index 00000000..fa3cbb59
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_operators.txt
@@ -0,0 +1,43 @@
+"To count entries in any table, use `| count`.",
+"To filter data in a table, use `| where` followed by a condition. Example: `Table | where Column == 'Value'`.",
+"To take a sample of N rows from a table, use `| take N`.",
+"To define a time range, use `let` to assign start and end dates. Example: `let startdate = datetime(2025-03-20);`.",
+"To filter rows based on a condition, use `| where`. Example: `Table | where Column == 'Value'`.",
+"To filter rows within a time range, use `| where Column between (start .. end)`. Example: `| where PreciseTimeStamp between (startdate .. enddate)`.",
+"To filter rows containing specific substrings, use `| where Column contains 'substring'`. Example: `| where hardwareGeneration contains 'AmdMI300X'`.",
+"To filter rows matching multiple conditions, use logical operators like `or`. Example: `| where Tenant contains 'Value1' or Tenant contains 'Value2'`.",
+"To get distinct values of specific columns, use `| distinct`. Example: `| distinct Column1, Column2`.",
+"To join two tables, use `| join kind=<join_type>`. Example: `| join kind=rightouter (OtherTable) on KeyColumn`.",
+"To create a new column, use `| extend`. Example: `| extend NewColumn = Column1 + Column2`.",
+"To group data and calculate aggregates, use `| summarize`. Example: `| summarize count() by Column`.",
+"To calculate the maximum value of a column, use `arg_max`. Example: `| summarize arg_max(Timestamp, *) by GroupColumn`.",
+"To count rows matching a condition, use `countif`. Example: `| summarize countif(Column == 'Value')`.",
+"To bin data into intervals, use `bin`. Example: `| extend Day = bin(Timestamp, 1d)`.",
+"To calculate the day of the week, use `dayofweek`. Example: `| extend DayOfWeek = dayofweek(Timestamp)`.",
+"To calculate the start of the week, use `startofweek`. Example: `| extend WeekStart = startofweek(Timestamp)`.",
+"To format a datetime value, use `format_datetime`. Example: `| extend FormattedDate = format_datetime(Timestamp, 'yyyy-MM-dd')`.",
+"To order rows, use `| order by`. Example: `| order by Column asc`.",
+"To project specific columns, use `| project`. Example: `| project Column1, Column2`.",
+"To remove specific columns, use `| project-away`. Example: `| project-away Column1, Column2`.",
+"To calculate averages, use `avg`. Example: `| summarize AvgValue = avg(Column)`.",
+"To round values, use `round`. Example: `| extend RoundedValue = round(Column, 2)`.",
+"To replace null values, use `coalesce`. Example: `| extend NonNullValue = coalesce(Column, 0)`.",
+"To create a range of values, use `range`. Example: `range Day from start to end step 1d`.",
+"To expand arrays into rows, use `mv-expand`. Example: `| mv-expand ArrayColumn`.",
+"To serialize rows for row-level operations, use `| serialize`.",
+"To calculate cumulative sums, use `row_cumsum`. Example: `| extend CumulativeSum = row_cumsum(Column)`.",
+"To calculate the difference between datetime values, use `datetime_diff`. Example: `| extend Difference = datetime_diff('day', Date1, Date2)`.",
+"To pivot data, use `evaluate pivot`. Example: `| evaluate pivot(Column, sum(Value))`.",
+"To filter rows with non-empty values, use `isnotempty`. Example: `| where isnotempty(Column)`.",
+"To filter rows with empty values, use `isempty`. Example: `| where isempty(Column)`.",
+"To calculate the week of the year, use `weekofyear`. Example: `| extend Week = weekofyear(Timestamp)`.",
+"To calculate the minimum value of a column, use `minif`. Example: `| summarize MinValue = minif(Column, Condition)`.",
+"To calculate the maximum value of a column, use `max`. Example: `| summarize MaxValue = max(Column)`.",
+"To create conditional expressions, use `case`. Example: `| extend NewColumn = case(Condition1, Value1, Condition2, Value2, DefaultValue)`.",
+"To concatenate strings, use `strcat`. Example: `| extend FullName = strcat(FirstName, ' ', LastName)`.",
+"To trim characters from strings, use `trim`. Example: `| extend TrimmedValue = trim(' ', Column)`.",
+"To summarize data with multiple aggregates, use `summarize` with multiple expressions. Example: `| summarize Count = count(), AvgValue = avg(Column)`.",
+"To calculate row-level differences, use `prev` or `next`. Example: `| extend Difference = Column - prev(Column)`.",
+"To calculate row-level durations, use `| extend Duration = Column2 - Column1`.",
+"To calculate row-level averages, use `| summarize AvgValue = avg(Column)`.",
+"To calculate row-level counts, use `| summarize Count = count()`."
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_relationships.txt b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_relationships.txt
new file mode 100644
index 00000000..c38cfc3f
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/LTP/rag/kusto/_relationships.txt
@@ -0,0 +1,11 @@
+"Table 'ClusterVMSSInfo' contains information about VMSS instances in the cluster, Key relationships: 'VMSSName' can be joined with 'VMSS' in 'VMInfo' and 'ClusterVMSSInfo' tables.",
+"Table 'JobReactTime' stores job reaction times and related metadata, Key relationships: 'jobId' can be joined with 'jobId' in 'JobSummary' table.",
+"Table 'JobSummary' provides a summary of job execution details, Key relationships: 'jobId' can be joined with 'jobId' in 'JobReactTime' table.",
+"Table 'NodeActionAttributes' contains attributes related to actions performed on nodes, Key relationships: 'Action' can be joined with 'Action' in 'NodeActionRecord' table.",
+"Table 'NodeActionRecord' records actions performed on nodes, Key relationships: 'Action' can be joined with 'Action' in 'NodeActionAttributes' table, 'HostName' can be joined with 'HostName' in 'VMInfo' table.",
+"Table 'NodeStatusAttributes' contains attributes related to the status, group, and description of nodes, Key relationships: 'Status' can be joined with 'Status' in 'NodeStatusRecord' table.",
+"Table 'NodeStatusRecord' represents the status record of nodes, Key relationships: 'Status' can be joined with 'Status' in 'NodeStatusAttributes' table, 'HostName' can be joined with 'HostName' in 'VMInfo' table.",
+"Table 'PBICacheClusterCapacityStatus' contains the capacity status of clusters, Key relationships: 'Cluster' can be used for filtering or grouping with other cluster-related tables.",
+"Table 'PreNodeActionRecord' records actions performed on nodes before specific events, Key relationships: 'Action' can be joined with 'Action' in 'NodeActionAttributes' table, 'HostName' can be joined with 'HostName' in 'VMInfo' table.",
+"Table 'PreNodeStatusRecord' contains records of node statuses captured before specific events, Key relationships: 'Status' can be joined with 'Status' in 'NodeStatusAttributes' table, 'HostName' can be joined with 'HostName' in 'VMInfo' table.",
+"Table 'VMInfo' contains information about virtual machines in the cluster, Key relationships: 'VMSS' can be joined with 'VMSSName' in 'ClusterVMSSInfo' table, 'HostName' can be joined with 'HostName' in 'NodeActionRecord' and 'NodeStatusRecord' tables."
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/data/__init__.py b/src/copilot-chat/src/copilot_agent/data/__init__.py
new file mode 100644
index 00000000..3f60308f
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/data/__init__.py
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Init file for data module."""
diff --git a/src/copilot-chat/src/copilot_agent/ltp/__init__.py b/src/copilot-chat/src/copilot_agent/ltp/__init__.py
new file mode 100644
index 00000000..848910cc
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/ltp/__init__.py
@@ -0,0 +1,15 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Init file for LTP module."""
+
+from .ltp import ltp_auto_reject, ltp_human_intervention, query_metadata, query_metrics, query_user_manual, query_powerbi
+
+__all__ = [
+    'ltp_auto_reject',
+    'ltp_human_intervention',
+    'query_metadata',
+    'query_metrics',
+    'query_user_manual',
+    'query_powerbi',
+]
diff --git a/src/copilot-chat/src/copilot_agent/ltp/ltp.py b/src/copilot-chat/src/copilot_agent/ltp/ltp.py
new file mode 100644
index 00000000..0805d731
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/ltp/ltp.py
@@ -0,0 +1,263 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""LTP module for CoPilot Agent."""
+
+from __future__ import annotations
+
+import os
+import datetime
+
+from ..utils.logger import logger
+
+from ..config import PROMPT_DIR
+from ..utils.kql_executor import KustoExecutor
+from ..utils.llmsession import LLMSession
+from ..utils.openpai import execute_openpai_query
+from ..utils.powerbi import LTPReportProcessor
+from ..utils.promql import execute_promql_query, execute_promql_query_step, retrive_promql_response_value
+from ..utils.query import gen_promql_query
+from ..utils.summary import gen_summary
+from ..utils.time import get_current_unix_timestamp
+from ..utils.types import DCW
+from ..utils.utils import get_prompt_from
+from .ltp_dashboard import query_generation_kql
+
+model = LLMSession()
+
+SUB_FEATURE = 'ltp'
+
+SKIP_LUCIA_CONTROLLER_EXECUTION = True
+
+# session: query cluster or job metrics from Prometheus REST API
+def query_metrics(question: str, help_msg, skip_summary: bool = False):
+    """Query cluster or job metrics from Prometheus backend."""
+    
+    if SKIP_LUCIA_CONTROLLER_EXECUTION:
+        logger.info('Skipping PromQL query generation.')
+        query, end_time_stamp, parallel, param = None, None, None, {'scrape_interval': None, 'time_offset': None}
+        logger.info('Skipping PromQL query execution.')
+        resp = f'Skipping PromQL query execution due to lack of support, this will be enabled in the next release.'
+        resp_parser_param = resp
+        value = {'result': resp}
+    else:
+        # generate query
+        logger.info('Generating Query: LTP, Metrics')
+        query, end_time_stamp, parallel, param = gen_promql_query(SUB_FEATURE, question)
+
+        if not query:
+            logger.info(f'No query found in the response, query is {query}')
+            answer = 'Query generation failed, no query found.'
+            return answer, None
+        # execute
+        logger.info('Executing Query: LTP, Metrics')
+        if not parallel:
+            resp = execute_promql_query(query, {})
+        else:
+            resp = execute_promql_query_step(query, {}, end_time_stamp, f"{param['time_offset']}")
+        resp_parser_param, value = retrive_promql_response_value(resp, param)
+
+    # generate answer
+    logger.info('Generating Answer: LTP, Metrics')
+    summary = gen_summary(
+        SUB_FEATURE,
+        {'cluster_job_metrics': value},
+        {'cluster_job_metrics': value},
+        question,
+        'gen_result_summary_metrics.txt',
+        None,
+        help_msg,
+        skip_summary,
+    )
+
+    # generate additional info dict
+    info_dict = {}
+    info_dict['query_promql'] = query
+    info_dict['query_param_promql'] = param
+    info_dict['resp_promql'] = resp
+    info_dict['value_promql'] = value
+    info_dict['__debug:f1_query'] = query
+    info_dict['__debug:f2_execution_method'] = parallel
+    info_dict['__debug:f3_scrape_interval_in_execution'] = param.get('scrape_interval', None)
+    info_dict['__debug:f4_resp_parser_param'] = resp_parser_param
+    info_dict['__debug:r0_type_resp_promql'] = type(resp).__name__
+
+    return summary, info_dict
+
+
+# session: query job metadata from OpenPAI backend
+def query_metadata(question: str, help_msg, skip_summary: bool = False):
+    """Query job metadata from OpenPAI backend."""
+    # generate query
+    logger.info('Generating Query: LTP, Metadata')
+    query = 'restserver/jobs?offset=0&limit=49999&withTotalCount=true&order=completionTime'
+
+    if SKIP_LUCIA_CONTROLLER_EXECUTION:
+        logger.info('Skipping job metadata query execution.')
+        resp = f'Skipping job metadata query execution due to lack of support, this will be enabled in the next release.'
+        job_metadata = {'result': resp}
+        job_metadata_brief = {'result': resp}
+    else:
+        # extract
+        logger.info('Executing Query: LTP, Metadata')
+        resp = execute_openpai_query(query, {})
+        job_metadata = extract_job_metadata(resp)
+        job_metadata_brief = get_brief_job_metadata(resp)
+
+    # generate answer
+    logger.info('Generating Answer: LTP, Metadata')
+    summary = gen_summary(
+        SUB_FEATURE,
+        {'job_metadata': job_metadata},
+        {'job_metadata_only_the_first_1000_jobs': job_metadata_brief},
+        question,
+        'gen_result_summary_metadata.txt',
+        None,
+        help_msg,
+        skip_summary,
+    )
+
+    # generate additional info dict
+    info_dict = {}
+    info_dict['query_promql'] = query
+    info_dict['resp_brief_promql'] = job_metadata_brief
+    return summary, info_dict
+
+
+# session: query user manual from LTP documentation
+def query_user_manual(question: str, help_msg):
+    """Query user manual."""
+    # read documentation
+    documentation = get_prompt_from(os.path.join(PROMPT_DIR, SUB_FEATURE, 'ltp_documentation.txt'))
+    ltp_doc = {'lucia training platform documentation': documentation}
+
+    # generate answer
+    logger.info('Generating Answer: LTP, User Manual')
+    summary = gen_summary(SUB_FEATURE, ltp_doc, None, question, 'gen_result_summary_doc.txt', None, help_msg)
+
+    info_dict = {}
+    return summary, info_dict
+
+
+def extract_job_metadata(resp):
+    """Extract job metadata from OpenPAI response."""
+    if isinstance(resp, dict) and 'data' in resp:
+        resp_data = resp['data']
+        job_metadatas = {
+            f'{job["username"]}~{job["name"]}': {
+                k: v for k, v in job.items() if k not in ['debugId', 'subState', 'executionType', 'appExitCode']
+            }
+            for job in resp_data
+        }
+    else:
+        job_metadatas = None
+    return job_metadatas
+
+
+def get_brief_job_metadata(resp):
+    """Get brief job metadata."""
+    if isinstance(resp, dict) and 'data' in resp:
+        resp_data = resp['data']
+        job_metadatas = [f'{job["username"]}~{job["name"]}' for job in resp_data]
+        job_metadatas = job_metadatas[:1000]
+    else:
+        job_metadatas = None
+    return job_metadatas
+
+
+def query_powerbi(question: str, help_msg):
+    """Query PowerBI data."""
+
+    query_gen_res, query_gen_status = query_generation_kql(question)
+    logger.info(f'KQL Query generation result: {query_gen_res}, status: {query_gen_status}')
+    k_cluster = os.environ.get('DATA_SRC_KUSTO_CLUSTER_URL', '')
+    k_db = os.environ.get('DATA_SRC_KUSTO_DATABASE_NAME', '')
+    k_table = ''
+    if query_gen_status == 0:
+        KQL = KustoExecutor(k_cluster, k_db, k_table)
+        # Replace placeholders
+        query_gen_res = query_gen_res.format(
+            cluster_url=k_cluster,
+            database_name=k_db
+        )
+        response, response_status = KQL.execute_return_data(query_gen_res)
+        response_long = {"query_generated": query_gen_res, "response_from_query_execution": response}
+        logger.info(f'Kusto Query execution result: {response}')
+    else:
+        response = {}
+        response_long = {"query_generated": "query generation failed, please perform manual investigation", "response_from_query_execution": response}
+        response_status = -1
+
+    logger.info('Generating Answer: LTP, Dashboard')
+    summary = gen_summary(
+        SUB_FEATURE,
+        response_long,
+        response,
+        question,
+        'gen_result_summary_dashboard.txt',
+        None,
+        help_msg,
+        False,
+    )
+
+    if response_status == 0:
+        reference = f'\n\n >Reference: the generated KQL query used to get the data:\n\n```\n{query_gen_res}\n```'
+        summary += reference
+
+    info_dict = {}
+    info_dict["s0_query_gen"] = {"res": query_gen_res, "status": query_gen_status}
+    info_dict["s1_query_exe"] = {"res": make_json_serializable(response), "status": response_status}
+    return summary, info_dict
+
+
+def ltp_auto_reject(question: str, help_msg):
+    """Auto rejected, unsupported by design."""
+
+    logger.info('Generating Answer: LTP, Auto Rejection')
+    summary = gen_summary(
+        SUB_FEATURE,
+        {},
+        {},
+        question,
+        'gen_result_summary_rejection.txt',
+        None,
+        help_msg,
+        False,
+    )
+
+    info_dict = {}
+    return summary, info_dict
+
+
+def ltp_human_intervention(question: str, help_msg):
+    """Handle human intervention for LTP auto rejection."""
+
+    logger.info('Generating Answer: LTP, Human Intervention')
+    summary = gen_summary(
+        SUB_FEATURE,
+        {},
+        {},
+        question,
+        'gen_result_summary_human.txt',
+        None,
+        help_msg,
+        False,
+    )
+
+    info_dict = {}
+    return summary, info_dict
+
+def make_json_serializable(data):
+    """
+    Recursively converts non-JSON serializable objects within a data structure.
+    """
+    if isinstance(data, (list, tuple)):
+        return [make_json_serializable(item) for item in data]
+    elif isinstance(data, dict):
+        return {key: make_json_serializable(value) for key, value in data.items()}
+    elif isinstance(data, datetime.timedelta):
+        # Convert timedelta to total seconds (a float)
+        return data.total_seconds()
+    else:
+        # Return the object as is if it's already serializable
+        return data
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/ltp/ltp_dashboard.py b/src/copilot-chat/src/copilot_agent/ltp/ltp_dashboard.py
new file mode 100644
index 00000000..ff545518
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/ltp/ltp_dashboard.py
@@ -0,0 +1,150 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""LTP Dashboard module for LTP component, handling dashboard related inquiries."""
+
+from __future__ import annotations
+
+import os
+import json
+import re
+
+from ..utils.llmsession import LLMSession
+from ..utils.rag import QueryGeneratorRAG
+from ..utils.logger import logger
+
+from ..config import DATA_DIR
+
+model = LLMSession()
+
+
+# Document preparation utilities
+class DocPrepare:
+    @staticmethod
+    def get_txt_as_string(filepath):
+        try:
+            with open(filepath, 'r') as file:
+                return file.read()
+        except FileNotFoundError:
+            logger.error(f"File not found: {filepath}")
+            return ''
+        except Exception as e:
+            logger.error(f"Error reading file {filepath}: {e}")
+            return ''
+
+    @staticmethod
+    def get_txt_as_list_hashtag(filepath):
+        try:
+            with open(filepath, 'r', encoding='utf-8') as f:
+                content = f.read()
+            sections = content.split('##')
+            # Keep only sections not starting with '#' (do not strip whitespace)
+            result = [s for s in sections if s and not s.startswith('#')]
+            return result
+        except FileNotFoundError:
+            logger.error(f"File not found: {filepath}")
+            return []
+        except Exception as e:
+            logger.error(f"Error reading file {filepath}: {e}")
+            return []
+
+    @staticmethod
+    def get_json_as_list(folder):
+        try:
+            json_files = [f for f in os.listdir(folder) if f.endswith('.json')]
+        except FileNotFoundError:
+            logger.error(f"Folder not found: {folder}")
+            return []
+        except Exception as e:
+            logger.error(f"Error listing folder {folder}: {e}")
+            return []
+        json_data = []
+        for json_file in json_files:
+            json_path = os.path.join(folder, json_file)
+            try:
+                with open(json_path, 'r') as file:
+                    # Read the file as a string
+                    content = file.read()
+                    json_data.append(content)
+            except FileNotFoundError:
+                logger.error(f"File not found: {json_path}")
+            except Exception as e:
+                logger.error(f"Error reading file {json_path}: {e}")
+        return json_data
+
+    @staticmethod
+    def get_txt_as_list(filepath):
+        try:
+            with open(filepath, 'r') as file:
+                return file.readlines()
+        except FileNotFoundError:
+            logger.error(f"File not found: {filepath}")
+            return []
+        except Exception as e:
+            logger.error(f"Error reading file {filepath}: {e}")
+            return []
+
+# Singleton class for KQL RAG instance
+class KQLRAGSingleton:
+
+    _instance = None
+
+    @classmethod
+    def get_instance(cls):
+        return cls._instance
+
+    @classmethod
+    def _init_instance(cls):
+        KUSTO_SAMPLE_FILE = os.path.join(DATA_DIR, 'LTP/rag/kusto/_examples.txt')
+        KUSTO_SAMPLE_DATA_FILE = os.path.join(DATA_DIR, 'LTP/rag/kusto/_examples_from_data.txt')
+        KUSTO_TABLE_DIR = os.path.join(DATA_DIR, 'LTP/rag/kusto')
+        KUSTO_OPERATOR_FILE = os.path.join(DATA_DIR, 'LTP/rag/kusto/_operators.txt')
+        KUSTO_RELATIONSHIP_FILE = os.path.join(DATA_DIR, 'LTP/rag/kusto/_relationships.txt')
+        KUSTO_KNOWLEDGE_FILE = os.path.join(DATA_DIR, 'LTP/rag/kusto/_knowledge.txt')
+        my_llm_session = LLMSession()
+        # prompt
+        kql_sample_prompt = DocPrepare.get_txt_as_string(KUSTO_SAMPLE_FILE)
+        kql_system_prompt = f"You are a KQL query generator. Based on the user's question and the provided context about available data, generate a Kusto Query Language (KQL) query. Only output the KQL query, nothing else. If you cannot generate a KQL query, output a comment indicating that.\n\n{kql_sample_prompt}\n\n"
+        
+        # doc
+        kql_table_docs = DocPrepare.get_json_as_list(KUSTO_TABLE_DIR)
+        kql_operator_docs = DocPrepare.get_txt_as_list(KUSTO_OPERATOR_FILE)
+        kql_relationship_docs = DocPrepare.get_txt_as_list(KUSTO_RELATIONSHIP_FILE)
+        kql_sample_docs = DocPrepare.get_txt_as_list_hashtag(KUSTO_SAMPLE_FILE)
+        kql_sample_docs_data = DocPrepare.get_txt_as_list_hashtag(KUSTO_SAMPLE_DATA_FILE)
+        kql_knowledge_docs = DocPrepare.get_txt_as_list(KUSTO_KNOWLEDGE_FILE)
+        kql_schema_docs = kql_table_docs + kql_operator_docs + kql_sample_docs + kql_sample_docs_data + kql_knowledge_docs
+        logger.info(f'length of kql_schema_docs: {len(kql_schema_docs)}')
+        for doc in kql_schema_docs:
+            logger.info(doc[:50])
+        return QueryGeneratorRAG(
+            llm_session_instance=my_llm_session,
+            query_language_system_prompt=kql_system_prompt,
+            data_source_schema_description=kql_schema_docs
+        )
+
+# Eagerly initialize the singleton instance at module load
+KQLRAGSingleton._instance = KQLRAGSingleton._init_instance()
+
+def query_generation_kql(question):
+    logger.info("Setting up KQL Query Generator...")
+    kql_generator = KQLRAGSingleton.get_instance()
+    output = kql_generator.generate_query(question)
+    query, status = clean_query(output)
+    return query, status
+
+def clean_query(query):
+    if not isinstance(query, str):
+        return '', -2
+
+    # Check for code block with language (kql or dax)
+    code_block_match = re.search(r'```(?:kql|dax)?\s*([\s\S]*?)\s*```', query, re.IGNORECASE)
+    if code_block_match:
+        query_clean = code_block_match.group(1).strip()
+        return query_clean, 0
+
+    # Check if starts with comment
+    if query.strip().startswith('//'):
+        return query, -1
+
+    return query, -3
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/prompts/__init__.py b/src/copilot-chat/src/copilot_agent/prompts/__init__.py
new file mode 100644
index 00000000..dda812d4
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/__init__.py
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Init file for prompts module."""
diff --git a/src/copilot-chat/src/copilot_agent/prompts/analysis_projected_template.txt b/src/copilot-chat/src/copilot_agent/prompts/analysis_projected_template.txt
new file mode 100644
index 00000000..1f34c066
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/analysis_projected_template.txt
@@ -0,0 +1,17 @@
+[Task assignment]
+Your task is to calculate the projected performance ratio of {target} over {baseline} for {workload}
+
+To do this, you need to use these steps:
+step 1, look into the [specification] part, look for GEMM FP16 peak performance of TFLOPs for both target = {target} and baseline = {baseline}, calculate the projected performance ratio = ({target}'s GEMM FP16 performance) divided by ({baseline}'s GEMM FP16 performance),
+step 2, generate an conclusion based on the calculated ratio, please keep only the final conclusion using the below format template, you don't need to output the steps.
+
+[format template]
+The anticipated performance ratio of {target} compared to {baseline} is projected to be xx for {workload}, this is calculated from the peak GEMM throughput of {target} over {baseline}, indicating the best relative performance we can get on {target} assuming all optimizations applied.
+
+The followings are some examples:
+[Example 1]
+task is: Your task is to calculate the projected performance ratio of 4090Ti over 2080Ti for bert
+output: 'The anticipated performance ratio of 4090Ti compared to 2080Ti is projected to be 50% for bert, this is calculated from the peak GEMM throughput of {target} over {baseline}, indicating the best relative performance we can get on {target} assuming all optimizations applied.'
+
+[specification]
+{specification}
diff --git a/src/copilot-chat/src/copilot_agent/prompts/analysis_task_component_expectation.txt b/src/copilot-chat/src/copilot_agent/prompts/analysis_task_component_expectation.txt
new file mode 100644
index 00000000..229864e0
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/analysis_task_component_expectation.txt
@@ -0,0 +1,4 @@
+[gap to peak value analysis]
+Step 1, get the value of the {workload} on {target} from the [specification, peak values] section, make a judgement on how well the {target} performs against the specification.
+Step 2, get the value of the {workload} on {baseline} from the [specification, peak values] section, make a judgement on how well the {baseline} performs against the specification.
+Step 3, propose suggestions on whether there is a requirement for improvement for this component on {target}, if the benchmark value to specification value ratio is larger than 90%, it means there is no immediate requirement for optimization, if the benchmark value to specification value ratio is smaller than 90%, it means there is strong requirement for optimization.
diff --git a/src/copilot-chat/src/copilot_agent/prompts/analysis_task_e2e_rca.txt b/src/copilot-chat/src/copilot_agent/prompts/analysis_task_e2e_rca.txt
new file mode 100644
index 00000000..a3dc22c2
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/analysis_task_e2e_rca.txt
@@ -0,0 +1,18 @@
+[performance bottleneck analysis]
+Step 1: read [benchmark results] section, calculate the benchmarked performance ratio of {target} compared to {baseline} for the given workload. Note that if the performance is in throughput, ratio is value of {target} divided by value of {baseline}, if the performance is in latency, ratio is value of {baseline} divided by {target}
+Step 2: repeat the content of [projected performance ratio], to explains how projected performance ratio is estimated.
+Step 3: For each of the benchmark performance ratio, compare whether it's larger or smaller than the projected performance ratio, you must do this one by one.
+Step 4: Use the following rules to make a judgement:
+A. If all the benchmarked performance ratio are larger than the of projected performance ratio, make a judgement that 'The {target} has successfully achieved the expected performance on {workload}'.
+B. If any of the benchmarked performance ratio is smaller than the of projected performance ratio.make a judgement that 'The {target} has not achieved the expected performance on {workload}'.
+
+method_part_separator
+
+[performance bottleneck analysis]
+Step 5: traverse each testbed configurations between {target} and {baseline}, from the [sku configuration log] section, if there is noticeable different configuration, analyze if this different can contribute to the unexpected benchmarked performance ratio, and propose improvement suggestions, if there is no significant difference between their configurationss, it means no opimization is required on SKU settings.
+Step 6: traverse each infrastructure components listed in the [benchmarked component performance ratio] section, these generate a list with components whose performance ratio is low, show the relative ratio value as well to imrovem clarity to users, and analyze whether these components could contribute to unexpected benchmarked performance.
+
+method_part_separator
+
+[performance bottleneck analysis]
+Step 5: claim there is no need for immdiate optimization.
diff --git a/src/copilot-chat/src/copilot_agent/prompts/analysis_task_template.txt b/src/copilot-chat/src/copilot_agent/prompts/analysis_task_template.txt
new file mode 100644
index 00000000..d3356eb0
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/analysis_task_template.txt
@@ -0,0 +1,4 @@
+[Task assignment]
+Your task is to generate a paragraph to answer user's question of: {user_question}
+
+you should use below steps to finish this task.
diff --git a/src/copilot-chat/src/copilot_agent/prompts/classification/__init__.py b/src/copilot-chat/src/copilot_agent/prompts/classification/__init__.py
new file mode 100644
index 00000000..dda812d4
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/classification/__init__.py
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Init file for prompts module."""
diff --git a/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv0.txt b/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv0.txt
new file mode 100644
index 00000000..7f100fb6
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv0.txt
@@ -0,0 +1,194 @@
+Your task is to understand the user's intention from the question they asked, and assign a type to it.
+
+Four question types are supported:
+
+8. [training_platform]: it means the user wants to ask for guidance of how to use a model training platform, specifically the Lucia Training Platform, or ask for detailed information about an already launched training job, usually such questions can be answered by searching or querying the detailed logs, debugging informations provided by the training platform.
+3. [general]: it means user's can be answered fully using public information or general knowledge, without the need to ask for more context input from user.
+9. [persona]: it means the user wants to understand the persona of you, what features you can provide, what capabilities you can serve.
+4. [others]: it means user's prompt is not [training_platform] nor [general] nor [persona]. Note that the above types have specific definition. If user question is not belong to [training_platform] nor [general] nor [persona], it should be [others].
+
+below knowldge describes some key concepts commonly asked in the training_platform type questions:
+knowledge #1:
+single node trainig, distributed training, how to config a job, how to submit an issue related to the training platform, etc.
+
+knowledge #2:
+the user manual of LTP (Lucia Training Platform) provides a detailed usage guidance to assist user better utilize the resource to perform single or distributed training task per their request.
+
+knowledge #3: the whole user manual consists several sections of documentation, with each focusing on explaining the detail instructions, configurations, information. Available sections are:
+- [Quick Start](./UserManual/quickstart.md): A guide to help you quickly get started with the platform and submit a "hello world" job.
+- [How to Use Docker Image](./UserManual/docker-images.md): Instructions on using Docker images in your jobs.
+- [How to Manage Data and Code](./UserManual/use-data.md): Guidance on managing data and code within your jobs.
+- [How to Write Job Configuration](./UserManual/job-config.md): Detailed instructions for configuring jobs and distributed jobs.
+- [Job Priorities](./UserManual/job-priorities.md): Explanation of job priority types and how to submit jobs with specific priorities.
+- [VC Allocation](./UserManual/vc-allocation.md): Guidelines for managing VC allocation requests and assignment change notifications.
+- [Notification and Monitoring](./UserManual/notification.md): Information on the platform's notification and monitoring features.
+- [Troubleshooting](./UserManual/troubleshooting.md): A troubleshooting guide for common issues and how to get platform support.
+- [Email Templates, UserGroup Admin](./UserManual/email-templates/email-templates-user.md): Templates for UserGroup Admins to request VC allocations, production priority job submissions and integrating private Azure storage blob.
+- [Email Templates, Lucia Training Platform Admin](./UserManual/email-templates/email-templates-ltp.md): Templates for Lucia Training Platform Admins to acknowledge, complete, and notify about VC allocation and assignment changes.
+
+
+knowledge #4: there is a Lucia Training Platform Dashboard which includes data to let platform administrators and platform users to get detailed information about the performance, availability, failures, and resource utilization:
+- Cluster Capacity Status
+- Availability Status
+- Node Health and Failures
+- Job Interruption Analysis
+- Node Recycle Times
+- Mean Time Between Failures (MTBF)
+- Daily Node Runtime Failures
+- Failure Categorization and Reasons
+- Daily Node Failure Occurrences
+
+
+The followings are some examples:
+[Example 1]
+User question:
+Is distributed training supported?
+8. [training_platform]
+
+[Example 3]
+User question:
+what is the weather
+4. [others]
+
+[Example 7]
+User question:
+What is Chrismax
+3. [general]
+
+[Example 8]
+User question:
+Hi!
+3. [general]
+
+[Example 9]
+User question:
+What can you do?
+9. [persona]
+
+[Example 10]
+User question:
+What is the average availability ratio for the cluster CYS13PrdGPC02 in Week 27?
+8. [training_platform]
+
+[Example 11]
+User question:
+Which cluster had the highest percentage of allocated VMs in Week 22?
+8. [training_platform]
+
+[Example 12]
+User question:
+What was the most common reason for node failures?
+8. [training_platform]
+
+[Example 13]
+User question:
+What is the Mean Time Between Failures (MTBF) for the cluster CYS13PrdGPC02 in Week 27?
+8. [training_platform]
+
+[Example 14]
+User question:
+What is the average reaction time for hardware failures in Week 27?
+8. [training_platform]
+
+[Example 15]
+User question:
+How many job interruptions occurred due to hardware failures, and what was the average duration of these interruptions?
+8. [training_platform]
+
+[Example 16]
+User question:
+Which cluster had the highest percentage of unallocatable VMs in Week 27?
+8. [training_platform]
+
+[Example 17]
+User question:
+What was the total number of hardware-related node failures in Week 27 across all endpoints?
+8. [training_platform]
+
+[Example 18]
+User question:
+What was the node recycle time for cordon nodes in the CYS13PrdGPC02 cluster in Week 25?
+8. [training_platform]
+
+[Example 19]
+User question:
+What was the average availability ratio for the cluster CYS13PrdGPC02 in Week 27?
+8. [training_platform]
+
+[Example 20]
+User question:
+How many deallocated nodes were reported for the cluster SJC24PrdGPC03?
+8. [training_platform]
+
+[Example 21]
+User question:
+introduce yourself
+9. [persona]
+
+[Example 22]
+User question:
+There is no mechanism to prevent Virtual Cluster (VC) resource abuse, such as requesting an excessive number of GPUs.
+8. [training_platform]
+
+[Example 23]
+User question:
+Users may be duplicating efforts by building Docker images that have already been created by others.
+8. [training_platform]
+
+[Example 24]
+User question:
+I have been trying to get 4 nodes and successfully been allocated. However, it gets stuck three nodes are running and one keeps waiting -- blocking the whole process. Can you please take a look at it?
+8. [training_platform]
+
+[Example 25]
+User question:
+seems that we meet some network issue today, some nodes can connect to archive.ubuntu.com but some cannot, could you help to check? Err:12 jammy InRelease  Could not connect to archive.ubuntu.com:80 (185.125.190.81), connection timed out Could not connect to archive.ubuntu.com:80 (91.189.91.82), connection timed out Could not connect to archive.ubuntu.com:80 (185.125.190.83), connection timed out Could not connect to archive.ubuntu.com:80 (185.125.190.82), connection timed out Could not connect to archive.ubuntu.com:80 (91.189.91.83), connection timed out
+8. [training_platform]
+
+[Example 26]
+User question:
+We meet this issue, seems the portal is crashed.
+8. [training_platform]
+
+[Example 27]
+User question:
+We have a 16 node job failed and we have try to resume several times, each time failed seems because of communication, could you help to find if there are some bad nodes in it? These are job links:
+8. [training_platform]
+
+[Example 28]
+User question:
+When I try to submit job this afternoon, the portal says Error
+8. [training_platform]
+
+[Example 29]
+User question:
+we have a 16-node job that seems to be hanging during startup — the GPU utilization stays at 0. We've retried multiple times on the same 16 nodes, but the issue persists each time. Could you please help check if there might be any issues with these nodes? here is the job link
+8. [training_platform]
+
+[Example 30]
+User question:
+Thanks to the powerful Lucia platform, we have successfully started several 16-node experiments. However, when some experiments are stopped, it seems that the portal does not show that these nodes have been released. This may also cause the jobs submitted later to be waiting all the time. And is it possible to replace the 3 bad nodes in the cluster so that we can start an additional experiment or scale up the current experiment, which will speed up our experiment progress.
+8. [training_platform]
+
+[Example 31]
+User question:
+It seems that there are some potentially faulty nodes on the <code>rstar</code> VC. When we submit multi-node jobs, they may randomly land on these problematic nodes, causing job failures—even though the codebase remains unchanged. Here are two job links that may help illustrate the issue: Would it be possible to detect these potentially bad nodes and report them for maintenance? Thanks for your help!
+8. [training_platform]
+
+[Example 32]
+User question:
+sigma-s-mi300 shows it has been fully used (100%, so no more jobs can be submitted), but just half of the GPUs and CPUs shown been occupied. See the attached screenshot.
+8. [training_platform]
+
+[Example 33]
+User question:
+This job encountered "No CUDA GPUs are available".
+8. [training_platform]
+
+[Example 34]
+User question:
+As far as we know, there are three ways for us to communicate with blob storage: Using storage configs for read and write a public blob container. Using blobfuse2 to manually mount our private blob containers for rw. Using azcopy to pre-download necessary files and post-upload results to some specific blob containers. When we are training small models like less than 2B model, the problem may not so obvious and may not cause timeout. But recently, we are trying 7B and 10B models, whose ckpt will be 110G+ (together with the sliced states of each GPU), we may need to continually start with a previously trained ckpt and save the updated ckpts periodically. This demand may require not slow IO speed with blob. We try to save a ckpt after the second step in a training experiment. The current results are: Saving 7B model with method 1 will be timeout:  Saving 7B model with method 2 is okay, Method 3 require too much labour for saving ckpts periodically. what is the Best Practice of Using Blob Storage?"
+8. [training_platform]
+
+Please output  in the following format:
+Type: 3,4,8,9. [question type]
diff --git a/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv1.txt b/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv1.txt
new file mode 100644
index 00000000..d1259c75
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv1.txt
@@ -0,0 +1,241 @@
+Your task is to understand the user's intention from the question they asked, and assign a type to it.
+
+some example types supported:
+
+1. [cluster_job_metrics]: it means the key concern of the user is to understand the current status overview of an object. Usually it requires perform root cause analysis to answer user's concerns.
+2. [job_metadata]: it means the key concern of the user is to understand the root cause of an issue or problem about an object. Usually it requires perform root cause analysis to answer user's concerns.
+3. [user_manual]: it means the key concern of the user is to understand a general concept on what is Lucia Training Platform, or LTP, or training platform, usually the question embedded with a intention to understand how to use the platform.
+4. [dashboard]: it means the key concern of the user is to get detailed information about the performance, availability, failures, and resource utilization of a model training platform.
+5. [auto_rejection]: it means the key concern of the user is not supported by the design of the trainig platform, the examples below provides some unsupported feature for you to compare with.
+6. [human_intervention]: it means the key concern of the user is: not straightforward and may involve multiple potential causes, requiring human judgment to diagnose and resolve, or highlights failures or malfunctions in systems, resources, or infrastructure that cannot be automatically diagnose (e.g, ssh connection issue, GPU failure, node failure, job failure, portal crash, etc.), or explicitly or implicitly requests human assistance to investigate, diagnose, or fix the problem.
+0. [others]: it means the key concern of the user is too general to abstrct.
+
+below knowldge describes some key concepts commonly asked in the cluster_job_metrics type questions:
+knowledge #1: metrics backend is Prometheus REST API server
+knowledge #2: metrics could be cluster metrics, job metrics, filtered by specific virtual cluster (VC) or user, etc.
+
+below knowldge describes some key concepts commonly asked in the user_manual type questions:
+knowledge #1: the user manual of LTP (Lucia Training Platform) provides a detailed usage guidance to assist user better utilize the resource to perform single or distributed training task per their request.
+knowledge #2: the whole user manual consists several sections of documentation, with each focusing on explaining the detail instructions, configurations, information. Available sections are:
+- [Quick Start](./UserManual/quickstart.md): A guide to help you quickly get started with the platform and submit a "hello world" job.
+- [How to Use Docker Image](./UserManual/docker-images.md): Instructions on using Docker images in your jobs.
+- [How to Manage Data and Code](./UserManual/use-data.md): Guidance on managing data and code within your jobs.
+- [How to Write Job Configuration](./UserManual/job-config.md): Detailed instructions for configuring jobs and distributed jobs.
+- [Job Priorities](./UserManual/job-priorities.md): Explanation of job priority types and how to submit jobs with specific priorities.
+- [VC Allocation](./UserManual/vc-allocation.md): Guidelines for managing VC allocation requests and assignment change notifications.
+- [Notification and Monitoring](./UserManual/notification.md): Information on the platform's notification and monitoring features.
+- [Troubleshooting](./UserManual/troubleshooting.md): A troubleshooting guide for common issues and how to get platform support.
+- [Email Templates, UserGroup Admin](./UserManual/email-templates/email-templates-user.md): Templates for UserGroup Admins to request VC allocations, production priority job submissions and integrating private Azure storage blob.
+- [Email Templates, Lucia Training Platform Admin](./UserManual/email-templates/email-templates-ltp.md): Templates for Lucia Training Platform Admins to acknowledge, complete, and notify about VC allocation and assignment changes.
+knowledge #3: [How to Write Job Configuration] section details below topics: Parameters and Secrets, Distributed Settings, Environment Variables for Distributed Jobs, Job Exit Specifications
+
+below knowledge describes what dashboard data provides:
+knowledge #4: there is a Lucia Training Platform Dashboard which includes data to let platform administrators and platform users to get detailed information about the performance, availability, failures, and resource utilization:
+- Cluster Capacity Status
+- Availability Status
+- Node Health and Failures
+- Job Interruption Analysis
+- Node Recycle Times
+- Mean Time Between Failures (MTBF)
+- Daily Node Runtime Failures
+- Failure Categorization and Reasons
+- Daily Node Failure Occurrences
+
+The followings are some examples:
+[Example 1]
+User question:
+what is the idle gpu counts for virtual cluater (vc): mi300s?
+1. [cluster_job_metrics]
+
+[Example 2]
+User question:
+query allocated gpu counts, end time is now, offset is 1 day
+1. [cluster_job_metrics]
+
+[Example 3]
+User question:
+query job meta data
+2. [job_metadata]
+
+[Example 4]
+User question:
+how to submit a distributed training job?
+3. [user_manual]
+
+[Example 5]
+User question:
+write/create a new benchmark for ...
+0. [others]
+
+[Example 6]
+User question:
+query a list of running or history jobs
+1. [cluster_job_metrics]
+
+[Example 7]
+User question:
+What is the average availability ratio for the cluster CYS13PrdGPC02 in Week 27?
+4. [dashboard]
+
+[Example 8]
+User question:
+Which cluster had the highest percentage of allocated VMs in Week 22?
+4. [dashboard]
+
+[Example 9]
+User question:
+What was the most common reason for node failures?
+4. [dashboard]
+
+[Example 10]
+User question:
+What is the Mean Time Between Failures (MTBF) for the cluster CYS13PrdGPC02 in Week 27?
+4. [dashboard]
+
+[Example 11]
+User question:
+What is the average reaction time for hardware failures in Week 27?
+4. [dashboard]
+
+[Example 12]
+User question:
+How many job interruptions occurred due to hardware failures, and what was the average duration of these interruptions?
+4. [dashboard]
+
+[Example 13]
+User question:
+Which cluster had the highest percentage of unallocatable VMs in Week 27?
+4. [dashboard]
+
+[Example 14]
+User question:
+What was the total number of hardware-related node failures in Week 27 across all endpoints?
+4. [dashboard]
+
+[Example 15]
+User question:
+What was the node recycle time for cordon nodes in the CYS13PrdGPC02 cluster in Week 25?
+4. [dashboard]
+
+[Example 16]
+User question:
+What was the average availability ratio for the cluster CYS13PrdGPC02 in Week 27?
+4. [dashboard]
+
+[Example 17]
+User question:
+How many deallocated nodes were reported for the cluster SJC24PrdGPC03?
+4. [dashboard]
+
+[Example 18]
+User question:
+There is no mechanism to prevent Virtual Cluster (VC) resource abuse, such as requesting an excessive number of GPUs.
+5. [auto_rejection]
+
+[Example 19]
+User question:
+Users may be duplicating efforts by building Docker images that have already been created by others.
+5. [auto_rejection]
+
+[Example 20]
+User question:
+I have been trying to get 4 nodes and successfully been allocated. However, it gets stuck three nodes are running and one keeps waiting -- blocking the whole process. Can you please take a look at it?
+6. [human_intervention]
+
+[Example 21]
+User question:
+seems that we meet some network issue today, some nodes can connect to archive.ubuntu.com but some cannot, could you help to check? Err:12 jammy InRelease  Could not connect to archive.ubuntu.com:80 (185.125.190.81), connection timed out Could not connect to archive.ubuntu.com:80 (91.189.91.82), connection timed out Could not connect to archive.ubuntu.com:80 (185.125.190.83), connection timed out Could not connect to archive.ubuntu.com:80 (185.125.190.82), connection timed out Could not connect to archive.ubuntu.com:80 (91.189.91.83), connection timed out
+6. [human_intervention]
+
+[Example 22]
+User question:
+We meet this issue, seems the portal is crashed.
+6. [human_intervention]
+
+[Example 23]
+User question:
+We have a 16 node job failed and we have try to resume several times, each time failed seems because of communication, could you help to find if there are some bad nodes in it? These are job links:
+6. [human_intervention]
+
+[Example 24]
+User question:
+When I try to submit job this afternoon, the portal says Error
+6. [human_intervention]
+
+[Example 25]
+User question:
+we have a 16-node job that seems to be hanging during startup — the GPU utilization stays at 0. We've retried multiple times on the same 16 nodes, but the issue persists each time. Could you please help check if there might be any issues with these nodes? here is the job link
+6. [human_intervention]
+
+[Example 26]
+User question:
+Thanks to the powerful Lucia platform, we have successfully started several 16-node experiments. However, when some experiments are stopped, it seems that the portal does not show that these nodes have been released. This may also cause the jobs submitted later to be waiting all the time. And is it possible to replace the 3 bad nodes in the cluster so that we can start an additional experiment or scale up the current experiment, which will speed up our experiment progress.
+6. [human_intervention]
+
+[Example 27]
+User question:
+It seems that there are some potentially faulty nodes on the <code>rstar</code> VC. When we submit multi-node jobs, they may randomly land on these problematic nodes, causing job failures—even though the codebase remains unchanged. Here are two job links that may help illustrate the issue: Would it be possible to detect these potentially bad nodes and report them for maintenance? Thanks for your help!
+6. [human_intervention]
+
+[Example 28]
+User question:
+sigma-s-mi300 shows it has been fully used (100%, so no more jobs can be submitted), but just half of the GPUs and CPUs shown been occupied. See the attached screenshot.
+6. [human_intervention]
+
+[Example 29]
+User question:
+This job encountered "No CUDA GPUs are available".
+6. [human_intervention]
+
+[Example 30]
+User question:
+As far as we know, there are three ways for us to communicate with blob storage: Using storage configs for read and write a public blob container. Using blobfuse2 to manually mount our private blob containers for rw. Using azcopy to pre-download necessary files and post-upload results to some specific blob containers. When we are training small models like less than 2B model, the problem may not so obvious and may not cause timeout. But recently, we are trying 7B and 10B models, whose ckpt will be 110G+ (together with the sliced states of each GPU), we may need to continually start with a previously trained ckpt and save the updated ckpts periodically. This demand may require not slow IO speed with blob. We try to save a ckpt after the second step in a training experiment. The current results are: Saving 7B model with method 1 will be timeout:  Saving 7B model with method 2 is okay, Method 3 require too much labour for saving ckpts periodically. what is the Best Practice of Using Blob Storage?"
+6. [human_intervention]
+
+[Example 31]
+User question:
+I'm new to openpai, it would be nice if I could access the job via ssh for debugging, currently I can only modify the yaml file and rerun the job for debugging, which is a bit cumbersome.
+3. [user_manual]
+
+[Example 32]
+User question:
+Is there any jump machine that can be used to ssh to the MI300x machine?
+3. [user_manual]
+
+[Example 33]
+User question:
+I conducted experiments using the same environment and dataset on both a single node and multiple nodes. From the experiments, I observed the following:</p>\n<ol>\n<li>The total training steps for a single node are 8,638, with an estimated training time of around 52 hours.<a href=\"https://we.openpai.org/job-detail.html?username=xinzhang3&amp;jobName=qwencoder25-7b-cl-powershell-1n-ts-speed-2\" rel=\"noreferrer noopener\" title=\"https://we.openpai.org/job-detail.html?username=xinzhang3&amp;jobName=qwencoder25-7b-cl-powershell-1n-ts-speed-2\" target=\"_blank\">Platform for AI</a></li><li>The total training steps for 4 nodes are 2,159, with an estimated training time of around 77 hours. <a href=\"https://we.openpai.org/job-detail.html?username=xinzhang3&amp;jobName=qwencoder25-7b-cl-powershell-4n-ts-2159\" rel=\"noreferrer noopener\" title=\"https://we.openpai.org/job-detail.html?username=xinzhang3&amp;jobName=qwencoder25-7b-cl-powershell-4n-ts-2159\" target=\"_blank\">Platform for AI</a></li></ol>\n<p>I am wondering whether there might be some communication overhead causing the training time on multiple nodes to be higher than on a single node. Thank you!
+1. [cluster_job_metrics]
+
+[Example 34]
+User question:
+Users may not be familiar with certain types of GPUs (especially AMD GPUs). Launching jobs on these GPUs often results in a higher failure rate due to lack of familiarity.
+3. [user_manual]
+
+[Example 35]
+User question:
+The behavior of different job priorities is not transparent to users, making it difficult for them to make informed decisions.
+3. [user_manual]
+
+[Example 36]
+User question:
+Can I setup a SSH connection to the node?
+3. [user_manual]
+
+[Example 37]
+User question:
+Users are unable to manage their expectations regarding job completion times due to a lack of visibility into job progress or estimated end times.
+5. [auto_rejection]
+
+[Example 38]
+User question:
+Which job had the longest duration in week 30, and what was its exit reason?
+4. [dashboard]
+
+[Example 39]
+User question:
+What are the cluster names in pai-wcu endpoint?
+4. [dashboard]
+
+Please output  in the following format:
+Type: 0-6. [question type]
diff --git a/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv1backup.txt b/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv1backup.txt
new file mode 100644
index 00000000..54874ada
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/classification/f3/lv1backup.txt
@@ -0,0 +1,61 @@
+Your task is to understand the user's intention from the question they asked, and assign a type to it.
+
+some example types supported:
+
+1. [cluster_job_metrics]: it means the key concern of the user is to understand the current status overview of an object. Usually it requires perform root cause analysis to answer user's concerns.
+2. [job_metadata]: it means the key concern of the user is to understand the root cause of an issue or problem about an object. Usually it requires perform root cause analysis to answer user's concerns.
+3. [user_manual]: it means the key concern of the user is not clear about the specific concerns about status or root cause, but more like a general concern.
+0. [others]: it means the key concern of the user is too general to abstrct.
+
+below knowldge describes some key concepts commonly asked in the cluster_job_metrics type questions:
+knowledge #1: metrics backend is Prometheus REST API server
+knowledge #2: metrics could be cluster metrics, job metrics, filtered by specific virtual cluster (VC) or user, etc.
+
+below knowldge describes some key concepts commonly asked in the user_manual type questions:
+knowledge #1: the user manual of LTP (Lucia Training Platform) provides a detailed usage guidance to assist user better utilize the resource to perform single or distributed training task per their request.
+knowledge #2: the whole user manual consists several sections of documentation, with each focusing on explaining the detail instructions, configurations, information. Available sections are:
+- [Quick Start](./UserManual/quickstart.md): A guide to help you quickly get started with the platform and submit a "hello world" job.
+- [How to Use Docker Image](./UserManual/docker-images.md): Instructions on using Docker images in your jobs.
+- [How to Manage Data and Code](./UserManual/use-data.md): Guidance on managing data and code within your jobs.
+- [How to Write Job Configuration](./UserManual/job-config.md): Detailed instructions for configuring jobs and distributed jobs.
+- [Job Priorities](./UserManual/job-priorities.md): Explanation of job priority types and how to submit jobs with specific priorities.
+- [VC Allocation](./UserManual/vc-allocation.md): Guidelines for managing VC allocation requests and assignment change notifications.
+- [Notification and Monitoring](./UserManual/notification.md): Information on the platform's notification and monitoring features.
+- [Troubleshooting](./UserManual/troubleshooting.md): A troubleshooting guide for common issues and how to get platform support.
+- [Email Templates, UserGroup Admin](./UserManual/email-templates/email-templates-user.md): Templates for UserGroup Admins to request VC allocations, production priority job submissions and integrating private Azure storage blob.
+- [Email Templates, Lucia Training Platform Admin](./UserManual/email-templates/email-templates-ltp.md): Templates for Lucia Training Platform Admins to acknowledge, complete, and notify about VC allocation and assignment changes.
+knowledge #3: [How to Write Job Configuration] section details below topics: Parameters and Secrets, Distributed Settings, Environment Variables for Distributed Jobs, Job Exit Specifications
+
+The followings are some examples:
+[Example 1]
+User question:
+what is the idle gpu counts for virtual cluater (vc): mi300s?
+1. [cluster_job_metrics]
+
+[Example 2]
+User question:
+query allocated gpu counts, end time is now, offset is 1 day
+1. [cluster_job_metrics]
+
+[Example 3]
+User question:
+query job meta data
+2. [job_metadata]
+
+[Example 4]
+User question:
+how to submit a distributed training job?
+3. [user_manual]
+
+[Example 5]
+User question:
+write/create a new benchmark for ...
+0. [others]
+
+[Example 6]
+User question:
+query a list of running or history jobs
+1. [cluster_job_metrics]
+
+Please output  in the following format:
+Type: 0-3. [question type]
diff --git a/src/copilot-chat/src/copilot_agent/prompts/dialouge_state_tracking/dst.txt b/src/copilot-chat/src/copilot_agent/prompts/dialouge_state_tracking/dst.txt
new file mode 100644
index 00000000..99c4617e
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/dialouge_state_tracking/dst.txt
@@ -0,0 +1,42 @@
+your task is to improve the expression of this question based on its relationship with last question
+output format:
+```json
+{
+"new_question": "xxx"
+}
+```
+
+To do that, you need to first classify the relationship between this_question and last_question as either a 'direct follow-up' or a 'new query'. A 'direct follow-up' is a question that uses conversational shortcuts or comparative phrases (e.g., "how about X?", "what about X?", "why?") to build directly upon the previous question's intent. If it's classified as a 'direct follow-up', you should complement the missing language concepts (intent, specific entities, and attributes) from the last question. If it's a 'new query' (meaning it introduces a new topic, metric, or entity, even if it shares a common attribute like a week number), you must NOT contextualize it and should return the question as is.
+
+The followings are some examples:
+[Example 1]
+this_question: how about week 27?
+last_question: what is the failure node count for week 28
+thinking: "how about week 27?" would be classified as a direct follow-up. It's a comparative phrase ("how about") and the only new entity is "week 27." The model would then infer the intent and attributes from the last question ("what is the failure node count for...") and correctly build the new question.
+output:
+```json
+{
+  "new_question": "what is the failure node count for week 27?"
+}
+```
+
+[Example 2]
+this_question: what can you do?
+last_question: what is the failure node count for week 28
+output:
+```json
+{
+  "new_question": "what can you do?"
+}
+```
+
+[Example 3]
+this_question: What is the average job duration for hardware failures in week 30?
+last_question: What is the percentage of "Available VMs (Empty)" in the LON64PrdGPC01 cluster in week 30?
+thinking: "What is the average job duration for hardware failures in week 30?" would be classified as a new query. While it shares "week 30" with the last question, its core intent (average job duration) and main entity (hardware failures) are completely different from the last question's intent (percentage of available VMs) and entity (LON64PrdGPC01 cluster). The new logic would correctly decide not to apply any contextualization.
+output:
+```json
+{
+  "new_question": "What is the average job duration for hardware failures in week 30?"
+}
+```
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/prompts/gen_dcw_prompt.txt b/src/copilot-chat/src/copilot_agent/prompts/gen_dcw_prompt.txt
new file mode 100644
index 00000000..23a306cc
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/gen_dcw_prompt.txt
@@ -0,0 +1,78 @@
+Your task is to interpret the input user's question, and retrive three key components via interpretation of user's question.
+
+these three key components are:
+
+1. Design:
+The design describes what testbed to evaluate. This is either provided by the user, or you can know it by understanding the design difference between the target design and the baseline design.
+the design is usually a virtual machine (VM), a virtual machine with a specific feature, or a GPU type.
+some commonly used VM SKU names are NDv4, NDmv4, NDv4_MI200, NDv5, NCv3.
+some commonly used GPU types are A100, H100, MI200, MI300x.
+2. Workload:
+The workload describes what types of benchmarks, models, algorithms, performance measurement tools user want to run on the design testbed. Usually user will provide a specific workload to run, please use this. If user does not provide a specific workload, you need to make suggestion. In the case that target design exists, baseline design does not exist, use 'default' value for workload.
+In the case that both target design and baseline design exist, you need to understand which sub system of the server is related to the difference of the two designs, and suggest a proper workload to focus benchmarking this sub system's performance.
+3. Criterion:
+Criterion is short for evaluation criterion, it describes what principle user wants to use to assess the performance, effectiveness or quality between the baseline and target design.
+In the case that target design exists, baseline design does not exist, use 'default' value for criterion.
+In the case that both target design and baseline design exist, if user provides a specific criterion, use it, otherwise use 'default'.
+some commonly used criterion includes assese both testbed's peak performance, assess both testbed's cost-effectiveness, evaluate within a time duration, etc.
+4. Customer:
+The customer describes which customer's testbed to evaluate. This is either provided by the user, or you can know it by understanding the target customer the baseline customer the user is interested in.
+the customer is usually tenant or customer name, accepted value for customer are all, 3P, OpenAI, 1P, ByteDance, AML, Inflection, nVidia.
+
+Note: These three compoenents are semantically independent.
+
+Example 1:
+User's question: is there a need or requirement for SR-IOV feature for the new design?
+Design: baseline design is without SKU with SR-IOV, target design is SKU with with SR-IOV.
+Criterion: default
+Workload: virtualization
+Customer: baseline customer is default, target customer is default
+
+Example 2:
+User's question: what is the gpu memory bandwidth performances of SKU MM?
+Design: baseline design is empty, target design is SKU MM.
+Criterion: default
+Workload: gpu memory bandwidth
+Customer: baseline customer is default, target customer is default
+
+Example 3:
+User's question: evaluate H100 gpu gpt-2 training performances in one minute using just one benchmark
+Design: baseline design is empty, target design is H100 GPU.
+Criterion: one minute, one benchmark
+Workload: gpt-2 training
+Customer: baseline customer is default, target customer is default
+
+Example 4:
+User's question: can you tell me how fast the H200 and MI300X trains an bert model?
+Design: baseline design is MI300X, target design is H200.
+Criterion: default
+Workload: bert training
+Customer: baseline customer is default, target customer is default
+
+Example 5:
+User's question: can you tell me the utilization difference between customer OpenAI's H100 cluster and customer nVidia's A100 cluster?
+Design: baseline design is A100, target design is A100.
+Criterion: default
+Workload: utilization
+Customer: baseline customer is nVidia, target customer is OpenAI
+
+Example 6:
+User's question: how many gpus are there in Microsoft?
+Design: baseline design is empty, target design is empty.
+Criterion: default
+Workload: capacity
+Customer: baseline customer is empty, target customer is empty
+
+Please output these three key components in the following format:
+{
+    "Design": {
+        "Target": "",
+        "Baseline": ""
+    },
+    "Criterion": "",
+    "Workload": "",
+    "Customer": {
+        "Target": "",
+        "Baseline": ""
+    },
+}
diff --git a/src/copilot-chat/src/copilot_agent/prompts/gen_result_summary.txt b/src/copilot-chat/src/copilot_agent/prompts/gen_result_summary.txt
new file mode 100644
index 00000000..2c0135ae
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/gen_result_summary.txt
@@ -0,0 +1,9 @@
+Your task is generate a result summary of the benchmark result, to answer user's query.
+
+To do this, you need to:
+Step 1, understand user's query
+Step 2, reorgnize the benchmark result into a table in markdown format. In the table, please remove the 'workload'
+when generating the markdown table, keep at least two newline escape characters before and after the table.
+You need to use the information in 'benchmark metric unit' to explicitly let reader know the unit of the metric values in the table.
+
+[benchmark metric unit]
diff --git a/src/copilot-chat/src/copilot_agent/prompts/gen_smart_help_prompt.txt b/src/copilot-chat/src/copilot_agent/prompts/gen_smart_help_prompt.txt
new file mode 100644
index 00000000..e4065d5e
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/gen_smart_help_prompt.txt
@@ -0,0 +1,10 @@
+[task]
+You are a sophisticated computer assistant. Your role involves comprehending the user's intent and queries from their questions, explaining why their question is not processed, and provide a guidance to them to interact with CoPilot. You must understand the capabilities of the CoPilot Chat Portal by familiarizing yourself with its supported features. keep the output focused and concise.
+
+To do this, please use follow below steps.
+
+1. if the <reason to generate the help> is unsupported question, explain the reason that their question is currently unsupportd, read the <features> part, introduce what CoPilot is capable of, guide user to ask their next question.
+2. if the <reason to generate the help> is no data or too mach data, explain the reason that there is no data or too much data returned, read the <features> part. Do not introduce CoPilot, do not guide user to ask their next question.
+3. if the <reason to generate the help> is unauthorized, explain the reason, suggest the user to Consult Lucia Admin to about permission to certain data. Do not introduce CoPilot, do not guide user to ask their next question.
+4. if the <reason to generate the help> is feature, explain the features and capabilities by introducing CoPilot.
+5. if there is no <reason to generate the help>, you don't need to explain the reason.
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/prompts/gen_smart_help_prompt_general.txt b/src/copilot-chat/src/copilot_agent/prompts/gen_smart_help_prompt_general.txt
new file mode 100644
index 00000000..36533b87
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/gen_smart_help_prompt_general.txt
@@ -0,0 +1,6 @@
+[task]
+You are a general Q&A agent. Yout task is to provide answer using public information, general knowledge or provided background to address user's question.
+
+Only use the background when it's necessary.
+
+<background>
diff --git a/src/copilot-chat/src/copilot_agent/prompts/help/infrawise_help_f3.json b/src/copilot-chat/src/copilot_agent/prompts/help/infrawise_help_f3.json
new file mode 100644
index 00000000..78ed21a1
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/help/infrawise_help_f3.json
@@ -0,0 +1,8 @@
+{
+    "welcome": "Thank you for trying **Lucia Training Platform CoPilot**",
+    "feature": "Provides assistance to users on how to utilize the Lucia Trainig Platform for training machine learning models.\nOffers step-by-step instructions or documentation for setting up and executing training jobs.\nAllows users to query and retrieve detailed logs related to already launched training jobs.\nProvides debugging information to help users analyze and resolve issues during the training process.\nProvides detailed information about the performance, availability, failures, and resource utilization of a model training platform.",
+    "empty_data": "The query was executed, and the returned data is empty.",
+    "corrupted_data": "The returned data is too long, which does not address user's question.",
+    "unsupported_question": "We cannot answer your question at the moment.",
+    "unauthorized": "You are not authorized to access this information."
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/prompts/interpret_prompt.txt b/src/copilot-chat/src/copilot_agent/prompts/interpret_prompt.txt
new file mode 100644
index 00000000..cd603d1a
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/interpret_prompt.txt
@@ -0,0 +1,62 @@
+Your task is to interpret the user's input, and retrive three key components via interpretation of user's question.
+these three key components are:
+1. Design difference: 
+The design difference is either provided by the user, or you can know it by understanding the design difference between the newly designed SKU and the reference SKU.
+2. Evaluation criterion:
+An evaluation criterion can be a metric, standard or principle used to assess the performance, effectiveness or quality of Baseline design and new/target design.
+User should provide this specificallyt, if not, use 'default'.
+3. Workload:
+If the user specifically mentioned which types of workloads are target or optimized for, set it into workload field. otherwise use 'default'.
+
+Example 1:  
+User's question: what is the performances of SKU MM?
+Design difference: Baseline design is N/A, Target is SKU MM.
+Criterion: default
+Workload: default
+
+Example 2:
+User's question: evaluate H100 gpu memory bandwidth in one minute using just one benchmark
+Design difference: Baseline design is N/A, Target is H100 gpu.
+Criterion: evaluate using one minute and just one benchmark.
+Workload: gpu memory bandwidth.
+
+Example 3:
+User's question: evaluate H100 pcie bandwidth in one minute using just one benchmark
+Design difference: Baseline design is N/A, Target is H100 gpu.
+Criterion: evaluate using one minute and just one benchmark.
+Workload: pcie bandwidth.
+
+Example 4: 
+User's question: how much faster of gpt model training is H100 than A100
+Design difference: Baseline design is A100, Target is H100.
+Criterion: throughput
+Workload: gpt model training.
+
+Example 5:
+User's question: The target design SKU is ND96isr_H100_v5, the reference design SKU is N/A, we need to do Perfgate full validation without Infiniband
+Design difference: Baseline design is N/A, Target is ND96isr_H100_v5.
+Criterion: full validation without infiniband.
+Workload: default.
+
+Example 6:
+User's question: we want to do full validation without infiniband on NDv4, Please set the env 'NCCL_TOPO_FILE': '/opt/microsoft/ndv4-topo.xml' for nccl related benchmarks. The spec of NDv4 is 8*A100 GPU.
+Design difference: Baseline design is N/A, Target is NDv4.
+Criterion:  full validation without infiniband.
+Workload: default.
+
+Example 7:
+User's question: The target design SKU is ND96isr_H100_v5 VM, the reference design is nd96amsr_a100_v4 VM, we need to do comprehensive evaluation. The new feature of ND96isr_H100_v5 includes FP8 precision support.
+Design difference: Baseline design is nd96amsr_a100_v4 VM, Target is ND96isr_H100_v5 VM.
+Criterion:  comprehensive evaluation.
+Workload: default.
+
+Please output these three key components in the following format:
+{  
+    "Design": {
+        "Target": "",
+        "Baseline": ""
+    },  
+    "Criterion": "",  
+    "Workload": ""
+}
+
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_query_promql_metrics.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_query_promql_metrics.txt
new file mode 100644
index 00000000..526cc678
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_query_promql_metrics.txt
@@ -0,0 +1,273 @@
+Your task is generate a PromQL (Prometheus QL) query parameter of how the user would like to query a Prometheus database to answer his concerns, using this format:
+
+```json
+{
+  "aggregation_function": "",
+  "grouping_labels": "",
+  "operation_function": "",
+  "metric_name": "",
+  "filters": "",
+  "time_offset": "",
+  "scrape_interval": "",
+  "end_time_stamp": "",
+  "parallel": ""
+}
+```
+
+To do this, you need to extract the parameter values from user question, and then output the parameters in the json format
+
+Example 1:
+user question is:
+query allocated gpu hours, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum",
+  "grouping_labels": "",
+  "operation_function": "count_over_time",
+  "metric_name": "task_gpu_percent",
+  "filters": "",
+  "time_offset": "time_offset",
+  "scrape_interval": "",
+  "end_time_stamp": "now",
+  "parallel": "false"
+}
+```
+
+
+Example 2:
+user question is:
+query total gpu hours, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum,avg",
+  "end_time_stamp": "now",
+  "filters": "metric=\"resourcesTotal\",sku!~\".*-opp\"",
+  "grouping_labels": "vc_stat,sku",
+  "metric_name": "virtual_cluster_stat",
+  "operation_function": "avg_over_time",
+  "parallel": "false",
+  "scrape_interval": "",
+  "time_offset": "1d"
+}
+```
+
+
+Example 3:
+user question is:
+query healthy gpu hours, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum,avg",
+  "end_time_stamp": "now",
+  "filters": "metric=\"resourcesGuaranteed\",sku!~\".*-opp\"",
+  "grouping_labels": "vc_stat,sku",
+  "metric_name": "virtual_cluster_stat",
+  "operation_function": "avg_over_time",
+  "parallel": "false",
+  "scrape_interval": "",
+  "time_offset": "1d"
+}
+```
+
+
+Example 4:
+user question is:
+query non-used gpu hours, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum",
+  "end_time_stamp": "now",
+  "filters": "",
+  "grouping_labels": "",
+  "metric_name": "(nvidiasmi_utilization_gpu==0)",
+  "operation_function": "count_over_time",
+  "parallel": "true",
+  "scrape_interval": "30",
+  "time_offset": "1d"
+}
+```
+
+
+Example 5:
+user question is:
+query idle gpu hours, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum",
+  "end_time_stamp": "now",
+  "filters": "",
+  "grouping_labels": "",
+  "metric_name": "(task_gpu_percent==0)",
+  "operation_function": "count_over_time",
+  "parallel": "true",
+  "scrape_interval": "30",
+  "time_offset": "1d"
+}
+```
+
+
+Example 6:
+user question is:
+query allocated gpu counts, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "count",
+  "end_time_stamp": "now",
+  "filters": "",
+  "grouping_labels": "",
+  "metric_name": "task_gpu_percent",
+  "operation_function": "",
+  "parallel": "false",
+  "scrape_interval": "30m",
+  "time_offset": "1d"
+}
+```
+
+
+Example 7:
+user question is:
+query available gpu counts, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "count",
+  "end_time_stamp": "now",
+  "filters": "",
+  "grouping_labels": "",
+  "metric_name": "nvidiasmi_utilization_gpu",
+  "operation_function": "",
+  "parallel": "false",
+  "scrape_interval": "30m",
+  "time_offset": "1d"
+}
+```
+
+
+Example 8:
+user question is:
+query total gpu hours by VC, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "avg",
+  "end_time_stamp": "now",
+  "filters": "metric=\"resourcesTotal\",sku!~\".*-opp\"",
+  "grouping_labels": "vc_stat, sku",
+  "metric_name": "virtual_cluster_stat",
+  "operation_function": "avg_over_time",
+  "parallel": "false",
+  "scrape_interval": "",
+  "time_offset": "1d"
+}
+```
+
+
+Example 9:
+user question is:
+query allocated gpu hours by VC, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum",
+  "end_time_stamp": "now",
+  "filters": "",
+  "grouping_labels": "virtual_cluster",
+  "metric_name": "task_gpu_percent",
+  "operation_function": "count_over_time",
+  "parallel": "false",
+  "scrape_interval": "",
+  "time_offset": "1d"
+}
+```
+
+Example 10:
+user question is:
+query healthy gpu hours by VC, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "avg",
+  "end_time_stamp": "now",
+  "filters": "metric=\"resourcesGuaranteed\",sku!~\".*-opp\"",
+  "grouping_labels": "vc_stat,sku",
+  "metric_name": "virtual_cluster_stat",
+  "operation_function": "avg_over_time",
+  "parallel": "false",
+  "scrape_interval": "",
+  "time_offset": "1d"
+}
+```
+
+Example 11:
+user question is:
+query utilized gpu hours, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum",
+  "end_time_stamp": "now",
+  "filters": "",
+  "grouping_labels": "",
+  "metric_name": "(task_gpu_percent<=100)",
+  "operation_function": "sum_over_time",
+  "parallel": "false",
+  "scrape_interval": "30",
+  "time_offset": "1d"
+}
+```
+
+Example 12:
+user question is:
+query utilized gpu hours by VC, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum",
+  "end_time_stamp": "now",
+  "filters": "",
+  "grouping_labels": "virtual_cluster",
+  "metric_name": "(task_gpu_percent<=100)",
+  "operation_function": "sum_over_time",
+  "parallel": "true",
+  "scrape_interval": "30",
+  "time_offset": "1d"
+}
+```
+
+Example 13:
+user question is:
+query job list, end time is now, offset is 1 day
+output is:
+
+```json
+{
+  "aggregation_function": "sum_over_time,count",
+  "end_time_stamp": "now",
+  "filters": "",
+  "grouping_labels": "job_name",
+  "metric_name": "task_gpu_percent",
+  "operation_function": "",
+  "parallel": "true",
+  "scrape_interval": "1m",
+  "time_offset": "1d"
+}
+```
+
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_dashboard.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_dashboard.txt
new file mode 100644
index 00000000..0ff869e9
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_dashboard.txt
@@ -0,0 +1,9 @@
+Your task is to generate a markdown format answer based on the result from a database, to answer user's question.
+Output the answer using markdown format. Keep the generated answer focused and concise. the answer should be question oriented, and the reader of the answer is leadership or executive.
+
+Output of the answer:
+Generate an answer to user's question.
+If necessary, briefly mention how you analyzed the <result> to address user's question, using the related knowledge provided.
+If necessary, generate a suggestion, this is optional, only do this if you think it's necessary.
+Decide which data is necessary to support the summary, analysis and suggestion, reorganize only the necessary data into several markdown tables and present them in markdown format.
+Provide a reference about which table of the dashboard user can turn into for a more comprehensive reading
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_doc.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_doc.txt
new file mode 100644
index 00000000..2324c4b2
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_doc.txt
@@ -0,0 +1,9 @@
+Your task is to generate a markdown format answer based on the result from a database, to answer user's question.
+Output the answer using markdown format. Keep the generated answer focused and concise. the answer should be question oriented, and the reader of the answer is leadership or executive.
+
+Output of the answer:
+Generate an answer to user's question.
+If necessary, briefly mention how you analyzed the <result> to address user's question, using the related knowledge provided.
+If necessary, generate a suggestion, this is optional, only do this if you think it's necessary.
+Decide which data is necessary to support the summary, analysis and suggestion, reorganize only the necessary data into several markdown tables and present them in markdown format.
+Provide a reference about which sections of the documentation user can turn into for a more comprehensive reading
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_human.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_human.txt
new file mode 100644
index 00000000..81ac3b85
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_human.txt
@@ -0,0 +1,9 @@
+Your task is to generate a markdown format answer based on the result from a database, to answer user's question.
+Output the answer using markdown format. Keep the generated answer focused and concise. the answer should be question oriented, and the reader of the answer is leadership or executive.
+
+The expression of the answer should be like a conversation, no need to use title expressions like: 'Response to User's Question'.
+
+Output of the answer:
+Explain that you understand user's question and this request needs a Lucia Training Platform admin team member's attention.
+Explain why user's specific request requires human intervention, this should be question oriented, not general.
+Direct user to Lucia Training Platform admin team member's attention with this method: please reach out to the support team via the [Lucia Training Platform Team Group - User Feedback Channel](https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fteams.microsoft.com%2Fl%2Fchannel%2F19%253AlrUjYbE4bhxd5hG34dJkRXEdSJF02WrcpEXayX58OdQ1%2540thread.tacv2%2FUser%2520Feedback%3FgroupId%3D656a4831-e31d-41fd-9ce0-6384a5156c74&data=05%7C02%7Cltpadmin%40microsoft.com%7C61fb499588384c27482b08ddc9c0ce53%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638888552112734295%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=Bw540k7Du1e1a2E6JbOGfguVCaTmhPgNJys7FEkImJo%3D&reserved=0). If you are not a member of this channel, please refer to [Platform Issue Handling](https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Feng.ms%2Fdocs%2Fcloud-ai-platform%2Fazure-core%2Fazure-specialized%2Fhpcai%2Fazure-hpc%2Flucia-platform-team-documentation%2Fluciatrainingplatform%2Fusermanual%2Ftroubleshooting&data=05%7C02%7Cltpadmin%40microsoft.com%7C61fb499588384c27482b08ddc9c0ce53%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638888552112819092%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=wdTLVCG2bQoiGqU8UauXHUIxT4NkehRHVlxya%2Fl5oSQ%3D&reserved=0) for how to join.
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_metadata.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_metadata.txt
new file mode 100644
index 00000000..1b736a29
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_metadata.txt
@@ -0,0 +1,13 @@
+Your task is to generate a markdown format answer based on the result from a database, to answer user's question.
+Output the answer using markdown format. Keep the generated answer focused and concise. the answer should be question oriented, and the reader of the answer is leadership or executive.
+
+Output of the answer:
+Generate an answer to user's question.
+If necessary, briefly mention how you analyzed the <result> to address user's question, using the related knowledge provided.
+If necessary, generate a suggestion, this is optional, only do this if you think it's necessary.
+Decide which data is necessary to support the summary, analysis and suggestion, reorganize only the necessary data into several markdown tables and present them in markdown format.
+Provide a reference about how to query more details about the metadata
+
+
+knowledge #1:
+the jobs are indexed using this names: username~jobname, if the result only covers the first 1000 jobs, you still need to perform some analysis for example which user submitted the most jobs.
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_metrics.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_metrics.txt
new file mode 100644
index 00000000..2324c4b2
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_metrics.txt
@@ -0,0 +1,9 @@
+Your task is to generate a markdown format answer based on the result from a database, to answer user's question.
+Output the answer using markdown format. Keep the generated answer focused and concise. the answer should be question oriented, and the reader of the answer is leadership or executive.
+
+Output of the answer:
+Generate an answer to user's question.
+If necessary, briefly mention how you analyzed the <result> to address user's question, using the related knowledge provided.
+If necessary, generate a suggestion, this is optional, only do this if you think it's necessary.
+Decide which data is necessary to support the summary, analysis and suggestion, reorganize only the necessary data into several markdown tables and present them in markdown format.
+Provide a reference about which sections of the documentation user can turn into for a more comprehensive reading
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_rejection.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_rejection.txt
new file mode 100644
index 00000000..176e88f7
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/gen_result_summary_rejection.txt
@@ -0,0 +1,10 @@
+Your task is to generate a markdown format answer based on the result from a database, to answer user's question.
+Output the answer using markdown format. Keep the generated answer focused and concise. the answer should be question oriented, and the reader of the answer is leadership or executive.
+
+The expression of the answer should be like a conversation, no need to use title expressions like: 'Response to User's Question'.
+
+Output of the answer:
+Explain that you understand user's question.
+Explain that what user request is not supported by Lucia Training Platform by design.
+The design decision is a result after carefully balancing for optimal performance and user experience.
+If necessary, mention that the development team does accept user's new feature proposals, to contact the development team, user can send an email to ltpadmin@microsoft.com with a title [New Feature Request].
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/knowledge.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/knowledge.txt
new file mode 100644
index 00000000..c39aa91c
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/knowledge.txt
@@ -0,0 +1,2 @@
+knowledge #1:
+The unit of the return value when user questions about GPU Hours is [GPU counts by hours]
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/prompts/ltp/ltp_documentation.txt b/src/copilot-chat/src/copilot_agent/prompts/ltp/ltp_documentation.txt
new file mode 100644
index 00000000..4c6bd263
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/ltp/ltp_documentation.txt
@@ -0,0 +1,23 @@
+# Lucia Training Platform User Tutorial
+
+Welcome to the Lucia Training Platform Documentation! This documentation provides an overview and tutorial of the Lucia Training Platform.
+
+## Introduction
+
+The Lucia Training Platform is a multi-tenant AI platform designed to efficiently train deep learning models. It is designed to efficiently address reliability issues, optimize resource management, and incorporate state-of-the-art software optimizations to achieve high training efficiency.
+
+
+## Table of Contents
+
+### User Manual
+
+- [Quick Start](./UserManual/quickstart.md): A guide to help you quickly get started with the platform and submit a "hello world" job.
+- [How to Use Docker Image](./UserManual/docker-images.md): Instructions on using Docker images in your jobs.
+- [How to Manage Data and Code](./UserManual/use-data.md): Guidance on managing data and code within your jobs.
+- [How to Write Job Configuration](./UserManual/job-config.md): Detailed instructions for configuring jobs and distributed jobs.
+- [Job Priorities](./UserManual/job-priorities.md): Explanation of job priority types and how to submit jobs with specific priorities.
+- [VC Allocation](./UserManual/vc-allocation.md): Guidelines for managing VC allocation requests and assignment change notifications.
+- [Notification and Monitoring](./UserManual/notification.md): Information on the platform's notification and monitoring features.
+- [Troubleshooting](./UserManual/troubleshooting.md): A troubleshooting guide for common issues and how to get platform support.
+- [Email Templates, UserGroup Admin](./UserManual/email-templates/email-templates-user.md): Templates for UserGroup Admins to request VC allocations, production priority job submissions and integrating private Azure storage blob.
+- [Email Templates, Lucia Training Platform Admin](./UserManual/email-templates/email-templates-ltp.md): Templates for Lucia Training Platform Admins to acknowledge, complete, and notify about VC allocation and assignment changes.
diff --git a/src/copilot-chat/src/copilot_agent/prompts/predict_infrasturcture_profile_envelope.txt b/src/copilot-chat/src/copilot_agent/prompts/predict_infrasturcture_profile_envelope.txt
new file mode 100644
index 00000000..6f5c6692
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/predict_infrasturcture_profile_envelope.txt
@@ -0,0 +1,93 @@
+Your task is to predict the infrastructure profile (performance, engergy_effectiveness, cost_effectiveness, reliability) for a given time of year, and output only the json object format:
+
+```
+{
+    "year": value
+    "performance": {
+        "computing_power": value,
+        "peak_mem_bw": value
+    },
+    "energy_eff": {
+        "compute": value,
+        "communicate": value
+    },
+    "tco_eff": {
+        "capex": {
+            "compute": value,
+            "communicate": value,
+            "store": value
+        }
+    },
+    "reliability": {
+        "mtbf": value
+    }
+}
+```
+
+now is the year 2024.
+performance is meaured using peak computing power (TFLOPs) and memory load/save memory bandwidth (TB/s)
+engergy_effectiveness is meaured using computing energy effectiveness (TFLOPs/Joule) and communication energy effectiveness (TB/Joule)
+cost_effectiveness is meaured using computing capital expense effectiveness (TFLOPs/USD) and communication capital expense effectiveness (TB/USD) and storage capital expense effectiveness (TB/USD)
+reliability is meaured using (MTBF)
+if the year in the question falls in below table range, you should look up the answer from the table, if the year in the question falls out of the below table range, you should use the result from a year nearest to that in the question
+
+year    performance, peak computing power (TFLOPs)    performance, peak memory load/save bandwidth (TB/s)    energy_effectiveness, computing engergy effectiveness (TFLOPS/Joule)    energy_effectiveness, communication engergy effectiveness (TB/Joule)    cost_effectiveness, computing capital expense effectiveness (TFLOPS/USD)    cost_effectiveness, communication capital expense effectiveness (TB/USD)    cost_effectiveness, storage capital expense effectiveness (TB/USD)    reliability, MTBF (Hours)
+2010    340    2260    150    30    516.5    1555.4    646.2    98820
+2011    574    3616    205    63    503.95    1532.94    640.52    98872
+2012    808    4972    260    96    491.4    1510.48    634.84    98924
+2013    1042    6328    315    129    478.85    1488.02    629.16    98976
+2014    1276    7684    370    162    466.3    1465.56    623.48    99028
+2015    1510    9040    425    195    453.75    1443.1    617.8    99080
+2016    1744    10396    480    228    441.2    1420.64    612.12    99132
+2017    1978    11752    535    261    428.65    1398.18    606.44    99184
+2018    2212    13108    590    294    416.1    1375.72    600.76    99236
+2019    2446    14464    645    327    403.55    1353.26    595.08    99288
+2020    2680    15820    700    360    391    1330.8    589.4    99340
+2021    2914    17176    755    393    378.45    1308.34    583.72    99392
+2022    3148    18532    810    426    365.9    1285.88    578.04    99444
+2023    3382    19888    865    459    353.35    1263.42    572.36    99496
+2024    3616    21244    920    492    340.8    1240.96    566.68    99548
+2025    3850    22600    975    525    328.25    1218.5    561    99600
+2026    4084    23956    1030    558    315.7    1196.04    555.32    99652
+2027    4318    25312    1085    591    303.15    1173.58    549.64    99704
+2028    4552    26668    1140    624    290.6    1151.12    543.96    99756
+2029    4786    28024    1195    657    278.05    1128.66    538.28    99808
+2030    5020    29380    1250    690    265.5    1106.2    532.6    99860
+2031    5254    30736    1305    723    252.95    1083.74    526.92    99912
+2032    5488    32092    1360    756    240.4    1061.28    521.24    99964
+2033    5722    33448    1415    789    227.85    1038.82    515.56    100016
+2034    5956    34804    1470    822    215.3    1016.36    509.88    100068
+2035    6190    36160    1525    855    202.75    993.9    504.2    100120
+2036    6424    37516    1580    888    190.2    971.44    498.52    100172
+2037    6658    38872    1635    921    177.65    948.98    492.84    100224
+2038    6892    40228    1690    954    165.1    926.52    487.16    100276
+2039    7126    41584    1745    987    152.55    904.06    481.48    100328
+2040    7360    42940    1800    1020    140    881.6    475.8    100380
+
+Example 1:
+Input = predictive the workload's requirement for year is 2024
+Output:
+
+```
+{
+    "year": 2024
+    "performance": {
+        "computing_power": "3616 TFLOPs",
+        "peak_mem_bw": "21244 TB/s"
+    },
+    "energy_eff": {
+        "compute": "920 TFLOPs/Joule",
+        "communicate": "492 TB/Joule"
+    },
+    "tco_eff": {
+        "capex": {
+            "compute": "340.8 TFLOPs/USD",
+            "communicate": "1240.96 TB/USD",
+            "store": "566.68 TB/USE"
+        }
+    },
+    "reliability": {
+        "mtbf": "99548 Hours"
+    }
+}
+```
diff --git a/src/copilot-chat/src/copilot_agent/prompts/predict_workload_profile_characteristics.txt b/src/copilot-chat/src/copilot_agent/prompts/predict_workload_profile_characteristics.txt
new file mode 100644
index 00000000..ff60a95b
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/predict_workload_profile_characteristics.txt
@@ -0,0 +1,72 @@
+Your task is to predict the most extreme machine learning workload's computing requirement (TFLOPs-day) and communication requirement (Tera Bytes) for a given time of year, and output only the json object format:
+
+```
+{
+    'computing': 'value',
+    'communication': 'value'
+}
+```
+
+now is the year 2024.
+if the year in the question falls in below table range, you should look up the answer from the table, if the year in the question falls out of the below table range, you should use this formula:
+computing_requirement = (10^(0.6*Year-1196))/(10^13), unit is TFLOPs-day
+communication_requirement = (10^(0.5*Year-1000))/(10^6), unit is Peta Bytes
+
+year    TFLOPs-day    Peta Bytes
+2010    0.001    0.1
+2011    0.003981072    0.316227766
+2012    0.015848932    1
+2013    0.063095734    3.16227766
+2014    0.251188643    10
+2015    1    31.6227766
+2016    3.981071706    100
+2017    15.84893192    316.227766
+2018    63.09573445    1000
+2019    251.1886432    3162.27766
+2020    1000    10000
+2021    3981.071706    31622.7766
+2022    15848.93192    100000
+2023    63095.73445    316227.766
+2024    251188.6432    1000000
+2025    1000000    3162277.66
+2026    3981071.706    10000000
+2027    15848931.92    31622776.6
+2028    63095734.45    100000000
+2029    251188643.2    316227766
+2030    1000000000    1000000000
+2031    3981071706    3162277660
+2032    15848931925    10000000000
+2033    63095734448    31622776602
+2034    2.51189E+11    1E+11
+2035    1E+12    3.16228E+11
+2036    3.98107E+12    1E+12
+2037    1.58489E+13    3.16228E+12
+2038    6.30957E+13    1E+13
+2039    2.51189E+14    3.16228E+13
+2040    1E+15    1E+14
+
+Example 1:
+Input = predictive the workload's requirement for year is 2024
+Output:
+
+```
+{
+    'year': 2024
+    'computing': '251188.6432 TFLOPs-day',
+    'communication': '1000000 Peta Bytes'
+}
+```
+
+Example 2:
+Input = predictive the workload's requirement for year is 5 years later
+Output:
+
+```
+{
+    'year': 2029
+    'computing': '3981071706 TFLOPs-day',
+    'communication': '3162277660 Peta Bytes'
+}
+```
+
+```
diff --git a/src/copilot-chat/src/copilot_agent/prompts/query_template.txt b/src/copilot-chat/src/copilot_agent/prompts/query_template.txt
new file mode 100644
index 00000000..b2ba44f4
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/query_template.txt
@@ -0,0 +1,4 @@
+Find benchmark results for workloads related to {workload} on hardware or sku most similar to the {design}, and only return the index in the json without any explanation. Perform the following steps:
+Step 1. For each json item, identify the most similar hardware or sku to the {design} by comparing the 'hardware' and 'sku' fields.
+Step 2. For all json items with an {design} in the 'hardware' or 'sku' field, to identify items whose "workload" field is VERY similar/consistent to {workload}. Note: dtoh and htod refer to GPU to CPU and CPU to GPU, respectively; 'nccl reduce performance' and 'nccl allreduce performance' are very different workloads; **"matmul" and "CUBLAS functions' performance" are very different workloads**; FP64, FP32, FP16 and FP8 are very different workloads.
+Step 3. (This is very important!!!) Examine the selected json items to ENSURE that whose 'hardware' field or 'sku' field is VERY consistent to {design} and 'workload' field is VERY similar to {workload}. Otherwise, remove this item. If no json item is found, output None.
diff --git a/src/copilot-chat/src/copilot_agent/prompts/rapid_decision_making.txt b/src/copilot-chat/src/copilot_agent/prompts/rapid_decision_making.txt
new file mode 100644
index 00000000..328dd0c7
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/rapid_decision_making.txt
@@ -0,0 +1,29 @@
+Your task is to compare the data in 'additional data' field and benchmark results, and generate the overall output.
+
+To make a decision, please follow these steps:
+
+Step 1: Calculate the evaluation index (optional)
+If there is no additional data or there is no information about power consumption and cost, you do not need to calculate the evaluation index.
+However, if there is additional data or there are information about power consumption and cost, you should create corresponding index to reflect power effectiveness and cost effectiveness, and if there are multiple index created, you should then combine them into a more general index, and then use the general index to compare across all testbeds.
+The design of the index should be able to answer the concern of the criterion.
+examples of design index: TFLOPs/USD and TFLOPs/Watt are two commonly used index to evaluate the performance power effectiveness and performance cost effectiveness
+
+Step 2: Make a suggestion
+If there is no additional data, suggest the testbed with the higher performance score.
+If there is additional data, suggest the testbed with the higher evaluation index value.
+
+Step 3: Generate a list of pros and cons
+Select several pieces of evidence from the original benchmark metric values and additional data, then list them as pros and cons.
+Avoid referencing the scores or evaluation index in the pros and cons list.
+
+Please use the below format for output:
+
+'''
+suggestion:
+pros:
+cons:
+
+benchmark performance table:
+additional data table:
+steps: (When you do calculation, give the exact equation how you did it.)
+'''
diff --git a/src/copilot-chat/src/copilot_agent/prompts/revise_dcw.json b/src/copilot-chat/src/copilot_agent/prompts/revise_dcw.json
new file mode 100644
index 00000000..08698106
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/prompts/revise_dcw.json
@@ -0,0 +1,26 @@
+{
+    "list":[
+        "kernel launch", "gemm", "cudnn", "cublasLt", "matmul", "cpu memory", "gpu to gpu", "gpu memory", "ib", "infiniband", "nccl", "rccl", "overlap", "sharding matmul", "storage", "ort inference", "tensorrt inference", "distributed inference", "lstm", "gpt2", "bert", "resnet", "densenet", "vgg", "gpt-175b"
+    ],
+    "description":[
+        {"kernel launch": "Measure GPU kernel launch latency, which is the time range from the beginning of the launch API call to the beginning of the kernel execution."},
+        {"gemm": "Measure the GPU GEMM FLOPS for different float and int data types, with or without Tensor Core (Matrix Core)"}, 
+        {"cublasLt": "Measure the GEMM flops performance of cublasLtMatmul, supported fp8 precision."}, 
+        {"cpu memory": "Measure the memory copy bandwidth and latency across different CPU NUMA nodes. Performed by Intel MLC Tool."}, 
+        {"gpu to gpu": "Measure the gpu to gpu memory copy bandwidth performed by GPU SM/DMA engine, including device-to-host, host-to-device, and device-to-device."}, 
+        {"gpu memory": "Measure the gpu memory read and write bandwidth"}, 
+        {"pcie bandwidth, gpu to cpu bandwidth, cpu to gpu bandwidth": "Measure the memory copy bandwidth across PCI-e between GPU and CPU, including dtoh (GPU to CPU), htod (CPU to GPU)."}, 
+        {"ib": "Measure the InfiniBand loopback verbs bandwidth inside the single node."}, 
+        {"infiniband": "Measure the InfiniBand loopback verbs bandwidth inside the single node."}, 
+        {"nccl": "Measure the inter-GPU communication performance of NCCL operations under single or multi-nodes' common traffic pattern"}, 
+        {"rccl": "Measure the inter-GPU communication performance of RCCL operations under single or multi-nodes' common traffic pattern"},
+        {"lstm": "Measure the training throughput of LSTM model."}, 
+        {"gpt2": "Measure the training throughput of transformer based model, gpt2-small, gpt2-large."}, 
+        {"bert": "Measure the training throughput of transformer based model, bert-base, bert-large."}, 
+        {"resnet": "Measure the training throughput cnn model, resnet."}, 
+        {"densenet": "Measure the training throughput cnn model, densenet."}, 
+        {"vgg": "Measure the training throughput of cnn model, vgg."},
+        {"gpt-175b": "Measure the inference latency of gpt-175b mimic model."}
+    ],
+    "prompt": "Your task is to understand the user input workload, and use the {benchmark: workload} mapping table to find which benchmark should be executed to test that workload. you should directly output the benchmark name after the mapping."
+}
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/utils/__init__.py b/src/copilot-chat/src/copilot_agent/utils/__init__.py
new file mode 100644
index 00000000..9f2b2ea6
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/__init__.py
@@ -0,0 +1,99 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Init file for utils module."""
+
+from .authentication import AuthenticationManager
+from .classify import QuestionClassifier
+from .conversation_manager import contextualize_question
+from .dcw import dcw_parser, extract_dcw_from_history, gen_dcw, parse_and_align_dcw
+from .kql_executor import KustoExecutor
+from .logger import (
+    logger,
+)
+from .llmsession import (
+    LLMSession,
+)
+from .math import (
+    find_value_in_json,
+    gen_size_range,
+)
+from .message import (
+    get_last_value,
+)
+from .openpai import (
+    execute_openpai_query,
+)
+from .powerbi import (
+    LTPReportProcessor,
+    PowerBIClient,
+)
+from .promql import (
+    execute_promql_query,
+)
+from .query import (
+    gen_kusto_query_fallback_pseudo,
+    gen_kusto_query_pseudo,
+    gen_sql_query,
+)
+from .rag import (
+    QueryGeneratorRAG,
+)
+from .restapi import (
+    RestAPIClient,
+)
+from .smart_help import (
+    gen_smart_help,
+)
+from .sql import (
+    SQLManager,
+    save_to_csv,
+)
+from .summary import gen_summary
+from .time import get_current_unix_timestamp
+from .types import DCW, Customer, Design
+from .utils import (
+    extract_all_json,
+    extract_json_dict,
+    get_prompt_from,
+    is_valid_json,
+    retry_function,
+)
+
+__all__ = [
+    'DCW',
+    'AuthenticationManager',
+    'Customer',
+    'Design',
+    'KustoExecutor',
+    'LLMSession',
+    'LTPReportProcessor',
+    'PowerBIClient',
+    'QuestionClassifier',
+    'QueryGeneratorRAG',
+    'SQLManager',
+    'RestAPIClient',
+    'contextualize_question',
+    'dcw_parser',
+    'execute_openpai_query',
+    'execute_promql_query',
+    'extract_all_json',
+    'extract_dcw_from_history',
+    'extract_json_dict',
+    'find_value_in_json',
+    'gen_dcw',
+    'gen_kusto_query_fallback_pseudo',
+    'gen_kusto_query_pseudo',
+    'gen_size_range',
+    'gen_smart_help',
+    'gen_sql_query',
+    'gen_summary',
+    'get_current_unix_timestamp',
+    'get_last_value',
+    'get_prompt_from',
+    'is_valid_json',
+    'logger',
+    'parse_and_align_dcw',
+    'retry_function',
+    'save_to_csv',
+]
diff --git a/src/copilot-chat/src/copilot_agent/utils/authentication.py b/src/copilot-chat/src/copilot_agent/utils/authentication.py
new file mode 100644
index 00000000..ba1f4f8b
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/authentication.py
@@ -0,0 +1,112 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Authentication Manager."""
+
+import os
+import requests
+import urllib.parse
+
+from datetime import datetime, timezone
+
+from ..config import AGENT_MODE_LOCAL
+from ..utils.logger import logger
+
+class AuthenticationManager:
+    """Manages authentication state, expiration, and revocation for users."""
+    def __init__(self, expiration_ms: int = 3600000):
+        self.authenticate_state = {}  # username: {token, expires_at, groups}
+        self.expiration_ms = expiration_ms
+        self.restserver_url = os.getenv('RESTSERVER_URL', '')
+        valid_vcs_env = os.getenv('COPILOT_VALID_VCS', 'admin,superuser')
+        self.valid_vcs = [g.strip() for g in valid_vcs_env.split(',') if g.strip()]
+
+    def sanitize_username(self, username: str) -> str:
+        """Sanitize the username by URL-encoding it to prevent path traversal or injection attacks."""
+        return urllib.parse.quote(username, safe='')
+
+    def authenticate(self, username: str, token: str):
+        """
+        Authenticate a user with token and REST server URL.
+
+        Args:
+            username (str): The username of the user to authenticate.
+            token (str): The authentication token provided by the user.
+
+        Returns:
+            tuple: (admin, virtualCluster)
+        """
+        if AGENT_MODE_LOCAL:
+            if username == "admin":
+                return True, []
+            if username == "gooduser" or username == "dev.ben" or username == "dev.eva":
+                return False, ["superuser"]
+            if username == "baduser":
+                return False, ["temp"]
+            # For any other username in local mode, return empty list
+            return False, []
+        else:
+            # This function should implement the logic to verify the user's token against the REST server (self.restserver_url).
+            try:
+                headers = {
+                    'Authorization': f'Bearer {token}'
+                }
+                username_sanitized = self.sanitize_username(username)
+                response = requests.get(f'{self.restserver_url}/api/v2/users/{username_sanitized}', headers=headers, timeout=5)
+                
+                if response.status_code == 200:
+                    user_data = response.json()
+                    # Extract groups from the response - adjust based on actual API response structure
+                    is_admin = user_data.get('admin', False)
+                    virtual_cluster = user_data.get('virtualCluster', [])
+                    return is_admin, virtual_cluster
+                else:
+                    logger.error(f"Authentication failed for user {username}: {response.status_code}")
+                    return False, []
+            except Exception as e:
+                logger.error(f"Error during authentication for user {username}: {e}")
+                return False, []
+
+    def set_authenticate_state(self, username: str, token: str) -> None:
+        """Set the authentication state for a user, storing admin and virtualCluster info."""
+        expires_at = int(datetime.now(timezone.utc).timestamp() * 1000) + self.expiration_ms
+        is_admin, virtual_cluster = self.authenticate(username, token)
+        if is_admin is not None and virtual_cluster is not None:
+            self.authenticate_state[username] = {
+                'token': token,
+                'expires_at': expires_at,
+                'is_admin': is_admin,
+                'virtual_cluster': virtual_cluster
+            }
+        else:
+            self.revoke(username)
+
+    def is_authenticated(self, username: str) -> bool:
+        state = self.authenticate_state.get(username)
+        now = int(datetime.now(timezone.utc).timestamp() * 1000)
+        if not state:
+            return False
+        if state['expires_at'] < now:
+            self.revoke(username)
+            return False
+        if "is_admin" not in state:
+            return False
+        if "virtual_cluster" not in state:
+            return False
+        if "is_admin" in state and "virtual_cluster" in state:
+            if state["is_admin"]:
+                # validate pass condition one: user is an admin
+                return True
+            elif not state["is_admin"] and self.get_membership(state["virtual_cluster"]):
+                # validate pass condition two: user is not an admin, but it belongs to a valid virtualCluster
+                return True
+            else:
+                return False
+        return False
+
+    def get_membership(self, groups: list) -> bool:
+        return any(group in self.valid_vcs for group in groups)
+
+    def revoke(self, username: str):
+        if username in self.authenticate_state:
+            del self.authenticate_state[username]
diff --git a/src/copilot-chat/src/copilot_agent/utils/classify.py b/src/copilot-chat/src/copilot_agent/utils/classify.py
new file mode 100644
index 00000000..d52c7a1b
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/classify.py
@@ -0,0 +1,47 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Question classification utilities."""
+
+import os
+
+from ..config import PROMPT_DIR
+
+from ..utils.logger import logger
+from ..utils.utils import get_prompt_from
+
+class QuestionClassifier:
+    def __init__(self, version, model):
+        self.version = version
+        self.model = model
+
+    def classify_question(self, question: str) -> dict:
+        """Classify the question and return a dictionary with the results."""
+        question_type = {'lv0_object': None, 'lv1_concern': None}
+        # classify the question, by 'Object'
+        qc_resp = self.classifier_lv0(question)
+        logger.info(f'Question Classification, object: {qc_resp}')
+        question_type['lv0_object'] = qc_resp
+        # classify the question, by 'Concern'
+        qc_resp = self.classifier_lv1(question)
+        logger.info(f'Question Classification, concern: {qc_resp}')
+        question_type['lv1_concern'] = qc_resp
+        return question_type
+
+    def classifier_lv0(self, question: str) -> str:
+        """Classify the user question into several categories."""
+        if self.version == 'f3':
+            sys_prompt = get_prompt_from(os.path.join(PROMPT_DIR, 'classification/f3/lv0.txt'))
+        else:
+            raise ValueError(f'Unsupported version: {self.version}')
+        resp = self.model.chat(sys_prompt, question)
+        return resp
+
+    def classifier_lv1(self, question: str) -> str:
+        """Classify the user question into several categories."""
+        if self.version == 'f3':
+            sys_prompt = get_prompt_from(os.path.join(PROMPT_DIR, 'classification/f3/lv1.txt'))
+            resp = self.model.chat(sys_prompt, question)
+        else:
+            resp = '0'  # default to 0
+        return resp
diff --git a/src/copilot-chat/src/copilot_agent/utils/conversation_manager.py b/src/copilot-chat/src/copilot_agent/utils/conversation_manager.py
new file mode 100644
index 00000000..fbd36cc1
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/conversation_manager.py
@@ -0,0 +1,36 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""This module contains functions for generating, parsing, and aligning DCW objects."""
+
+from __future__ import annotations
+
+import copy
+import json
+import os
+
+from ..utils.logger import logger
+
+from ..config import PROMPT_DIR
+from ..utils.llmsession import LLMSession
+from ..utils.utils import get_prompt_from, extract_json_dict
+
+model = LLMSession()
+
+def contextualize_question(question: str, last_question: str | None) -> str:
+    """Contextualizes the current question based on the last question."""
+    logger.info(f"Contextualizing question: '{question}' based on last question: '{last_question}'")
+    if last_question is None:
+        return question
+    else:
+        contextualize_prompt = get_prompt_from(os.path.join(PROMPT_DIR, 'dialouge_state_tracking', 'dst.txt'))
+        user_prompt = str({
+            'this_question': question,
+            'last_question': last_question,
+        })
+        new_question_str = model.chat(contextualize_prompt, user_prompt)
+        new_question_dict = extract_json_dict(new_question_str, nested=False)
+        if isinstance(new_question_dict, dict):
+            new_question = new_question_dict.get('new_question', question)
+        logger.info(f"Return: '{new_question}'")
+        return new_question
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/utils/dcw.py b/src/copilot-chat/src/copilot_agent/utils/dcw.py
new file mode 100644
index 00000000..1f6f685f
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/dcw.py
@@ -0,0 +1,161 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""This module contains functions for generating, parsing, and aligning DCW objects."""
+
+from __future__ import annotations
+
+import copy
+import json
+import os
+
+from ..utils.logger import logger
+
+from ..config import PROMPT_DIR
+from ..utils.llmsession import LLMSession
+from ..utils.types import DCW, Customer, Design
+from ..utils.utils import get_prompt_from
+
+model = LLMSession()
+
+
+# generate dcw (design, criteria, workload) from using question
+def gen_dcw(user_prompt: str, map_existing: bool) -> DCW:
+    """Generate a DCW object from the user's question."""
+    sys_prompt = get_prompt_from(os.path.join(PROMPT_DIR, 'gen_dcw_prompt.txt'))
+    resp = model.chat(sys_prompt, user_prompt)
+    logger.info(f'gen_dcw, user_prompt, is {user_prompt}')
+    logger.info(f'gen_dcw, resp, is {resp}')
+    if 'target' not in resp.lower() and 'baseline' not in resp.lower():
+        resp = None
+        logger.info(f'gen_dcw, resp, is {resp}')
+    dcw = dcw_parser(resp)
+
+    # check if native dcw consists a precise description of a benchmark name, if not, revise it
+    if map_existing:
+        revise_json = json.loads(get_prompt_from(os.path.join(PROMPT_DIR, 'revise_dcw.json')))
+        revise_sys_prompt = (
+            revise_json['prompt'] + f"\n\nthe {{benchmark: workload}} mapping table is\n{revise_json['description']}\n"
+        )
+        revise_user_prompt = f'the user input workload is {dcw.Workload.lower()}'
+
+        if all(item not in dcw.Workload.lower() for item in revise_json['list']):
+            logger.info(f'before revise: {dcw}')
+            dcw.Workload = model.chat(revise_sys_prompt, revise_user_prompt)
+            logger.info(f'after revise: {dcw}')
+
+    return dcw
+
+
+# parse a dict like object into a DCW type
+def dcw_parser(json_input: str | dict | None) -> DCW:
+    """Parse a dictionary-like object into a DCW type."""
+    logger.info(f'json_input: {json_input}')
+    try:
+        if json_input is None:
+            raise ValueError('No input provided to dcw parser')
+
+        if isinstance(json_input, dict):
+            data = json_input
+        elif isinstance(json_input, str):
+            json_input = json_input.replace('```json', '').replace('```', '')
+            if not json_input:
+                raise ValueError('Empty JSON string provided to dcw parser')
+            try:
+                data = json.loads(json_input)
+            except json.JSONDecodeError as e:
+                raise ValueError(f'Invalid JSON string provided to dcw parser: {e}') from e
+        else:
+            raise TypeError('Input to dcw parser must be a string, dictionary, or None')
+
+        return DCW(**data)
+    except (ValueError, TypeError, json.JSONDecodeError) as e:
+        logger.info(f'Error: {e}')
+        return DCW(
+            Design=Design(Target='', Baseline=''), Criterion='', Workload='', Customer=Customer(Target='', Baseline='')
+        )
+
+
+# extract DCW from chat history
+def extract_dcw_from_history(messages_list: list) -> (bool, bool | DCW):
+    """Extracts the DCW from the chat history."""
+    message_list_len = len(messages_list)
+    logger.info('starting to parse dcw structure from history')
+
+    # no previous message
+    if message_list_len == 1:
+        last_dcw_exists = False
+        last_dcw = None
+    else:
+        last_dcw_exists = False
+        last_dcw = None
+        # look for previous logged dcw
+        for message in reversed(messages_list):
+            if not isinstance(message, dict):
+                continue
+            if 'additional_info' in message and isinstance(message['additional_info'], dict):
+                if 'dcw' in message['additional_info']:
+                    last_dcw_str = message['additional_info']['dcw']
+                    logger.info(f'last_dcw_str: {last_dcw_str}')
+                    logger.info(f'type of last_dcw_str: {type(last_dcw_str)}')
+                    if last_dcw_str is not None:
+                        last_dcw_exists = True
+                        if isinstance(last_dcw_str, DCW):
+                            last_dcw = last_dcw_str
+                        else:
+                            last_dcw = dcw_parser(last_dcw_str)
+                        break  # only extract the last dcw, stop traverse if found
+
+    return last_dcw_exists, last_dcw
+
+
+# parse and align dcw
+def parse_and_align_dcw(user_prompt, map_existing, last_dcw=None):
+    """Parses the DCW from the user's question and aligns the placement of target and baseline.
+
+    if the previous DCW exists and the content is the same.
+
+    :param user_prompt: The user's question or prompt.
+    :param map_existing: A mapping function or data used in DCW generation.
+    :param last_dcw: The last DCW object, if it exists.
+    :return: The parsed and possibly aligned DCW object.
+    """
+    new_conversation = True
+
+    # parse DCW from user's question
+    full_dcw = gen_dcw(user_prompt, map_existing)
+    if not isinstance(full_dcw, DCW):
+        full_dcw = dcw_parser(full_dcw)
+    dcw_before_alignment = copy.deepcopy(full_dcw)
+
+    # check if previous DCW exists and is of type DCW
+    if last_dcw and isinstance(last_dcw, DCW):
+        this_design_list = [
+            full_dcw.Design.Target.replace('GPU', '').replace(' ', ''),
+            full_dcw.Design.Baseline.replace('GPU', '').replace(' ', ''),
+        ]
+        last_design_list = [
+            last_dcw.Design.Target.replace('GPU', '').replace(' ', ''),
+            last_dcw.Design.Baseline.replace('GPU', '').replace(' ', ''),
+        ]
+
+        # align the placement if the content of target and baseline are the same
+        if sorted(this_design_list) == sorted(last_design_list):
+            full_dcw.Design.Target = last_dcw.Design.Target
+            full_dcw.Design.Baseline = last_dcw.Design.Baseline
+            new_conversation = False
+        elif this_design_list[0] == '':
+            new_conversation = False
+            return dcw_before_alignment, last_dcw, new_conversation
+
+    return dcw_before_alignment, full_dcw, new_conversation
+
+
+# updates the Kusto session DCW with the controller input
+def update_kusto_session_dcw(this_dcw: DCW, controller_input: dict):
+    """Update Kusto session DCW with controller input."""
+    if isinstance(this_dcw, DCW):
+        if 'type' in controller_input:
+            this_dcw.Workload = controller_input['type']
+        if 'input' in controller_input:
+            this_dcw.Criterion = controller_input['input']
diff --git a/src/copilot-chat/src/copilot_agent/utils/kql_executor.py b/src/copilot-chat/src/copilot_agent/utils/kql_executor.py
new file mode 100644
index 00000000..d4d9e243
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/kql_executor.py
@@ -0,0 +1,255 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Utility functions for Kusto operations."""
+
+import os
+import re
+import pandas as pd
+from azure.kusto.data import KustoClient, KustoConnectionStringBuilder
+from azure.kusto.data.exceptions import KustoServiceError
+from azure.kusto.ingest import QueuedIngestClient
+from azure.kusto.ingest import IngestionProperties
+from azure.kusto.data.data_format import DataFormat
+
+from ..utils.logger import logger
+from ..config import AGENT_MODE_LOCAL
+
+class KustoExecutor:
+    """
+    Kusto table operations wrapper.
+    Handles authentication, query execution, and table management operations.
+    """
+    def __init__(self, cluster, db, table):
+        if not cluster or not isinstance(cluster, str):
+            raise ValueError("Kusto cluster URL must be a non-empty string.")
+        if not db or not isinstance(db, str):
+            raise ValueError("Kusto database name must be a non-empty string.")
+        if not isinstance(table, str):
+            raise ValueError("Kusto table name must be a string (can be empty).")
+        self.cluster = cluster  # Kusto cluster URL
+        self.db = db  # Kusto database name
+        self.table = table  # Kusto table name
+        self.user_assigned_client_id = os.getenv(
+            "KUSTO_USER_ASSIGNED_CLIENT_ID", None)
+        self.env = os.getenv("ENVIRONMENT", "prod")
+        self.token = os.getenv("KUSTO_KEY", None)
+
+    def execute_query(self, query):
+        """Execute Kusto query with proper authentication based on environment."""
+        if AGENT_MODE_LOCAL:
+            kcsb = KustoConnectionStringBuilder.with_aad_user_token_authentication(self.cluster, self.token)
+        elif self.env != "prod":
+            kcsb = KustoConnectionStringBuilder.with_aad_device_authentication(self.cluster)
+        else:
+            kcsb = KustoConnectionStringBuilder.with_aad_managed_service_identity_authentication(
+                self.cluster, client_id=self.user_assigned_client_id)
+        client = KustoClient(kcsb)
+        try:
+            response = client.execute(self.db, query)
+            data = response.primary_results[0].to_dict()
+            return data
+        except KustoServiceError as ex:
+            return {"error": str(ex)}
+
+    def execute_return_data(self, query):
+        """Execute Kusto query with user authentication."""
+        logger.debug(f'self.cluster is {self.cluster}')
+        logger.debug(f'self.db is {self.db}')
+        logger.debug(f'query is {query}')
+        if not self.cluster or not self.db:
+            logger.error("Missing cluster, database, or token information, end here")
+            return {"result": "query not found, please perform manual investigation"}, -2
+
+        result = self.execute_query(query)
+        if result is None:
+            logger.error("An unknown error occurred during query execution")
+            return {"result": "An unknown error occurred during query execution"}, -5
+        if "error" in result:
+            logger.error(result["error"])
+            return {"result": result["error"]}, -4
+        data = result.get('data', [])
+        if not data or len(data) == 0:
+            return data, -3
+        return data, 0
+
+    def get_table_entry_count(self):
+        """Get the number of entries in the table."""
+        query = f"{self.table} | count"
+        response = self.execute_query(query)
+        data = response.get('data', [])
+        if not data or len(data) == 0:
+            return None
+        count = data[0].get('Count', None)
+        return count
+
+    def check_table_existence(self):
+        """Check if the table exists in the database."""
+        query = f".show tables | where TableName == '{self.table}' | count"
+        response = self.execute_query(query)
+        logger.info(f'response: {response}')
+        data = response.get('data', [])
+        if not data or len(data) == 0:
+            return None
+        count = data[0].get('Count', None)
+        if count is not None and count > 0:
+            logger.info(f'Table {self.table} exists with {count} entries.')
+            return True
+        else:
+            logger.info(f'Table {self.table} does not exist or could not be queried.')
+            return False
+
+    def create_and_set_table(self, src_query):
+        """Create and initialize table with data from source query."""
+        query = f".set {self.table} <| <<src_table>>"
+        query = query.replace('<<src_table>>', src_query)
+        response = self.execute_query(query)
+        logger.info(f'Debug: response: {response}')
+        if response is not None:
+            logger.info(f'Cache table {self.table} initialized successfully.')
+        else:
+            logger.error(f'Failed to initialize cache table {self.table}.')
+
+    def update_table_append(self, src_query):
+        """Append data from source query to existing table."""
+        query = f".append {self.table} <| <<src_table>>"
+        query = query.replace('<<src_table>>', src_query)
+        logger.info(f'Debug: update_table_append query: {query}')
+        response = self.execute_query(query)
+        logger.info(f'Debug: response: {response}')
+        if response is not None:
+            logger.info(f'Data appended successfully to cache table {self.table}.')
+        else:
+            logger.error(f'Failed to append data to cache table {self.table}.')
+
+    def ingest_new_row(self, row_data):
+        """
+        Ingest a single row of data into the table, creating it if it doesn't exist.
+        """
+        # 1. Check if the table exists
+        if not self.check_table_existence():
+            logger.info(f"Table {self.table} does not exist. Creating it.")
+
+            # 2. Define the schema based on the input row data
+            schema_parts = [f"{key}: {self.get_kusto_type(value)}" for key, value in row_data.items()]
+            schema_query = ", ".join(schema_parts)
+            create_table_query = f".create table {self.table} ({schema_query})"
+
+            # 3. Execute the table creation query
+            logger.info(f"Debug: Creating table with query: {create_table_query}")
+            response = self.execute_query(create_table_query)
+            if response is None:
+                logger.error(f"Failed to create table {self.table}. Ingestion aborted.")
+                return
+
+        # 4. Construct and execute the ingestion query
+        values_str = ','.join(f'"{str(v)}"' for v in row_data.values())
+        ingestion_query = f".ingest inline into table {self.table} <|\n{values_str}"
+
+        logger.info(f"Debug: Ingesting row with query: {ingestion_query}")
+        response = self.execute_query(ingestion_query)
+
+        if response is not None:
+            logger.info("Successfully ingested new row.")
+        else:
+            logger.error("Failed to ingest new row.")
+
+    def get_kusto_type(self, value):
+        """A helper function to infer Kusto data types from Python types."""
+        if isinstance(value, int):
+            return "long"
+        if isinstance(value, float):
+            return "real"
+        if isinstance(value, bool):
+            return "bool"
+        # This is a basic example; you might need to infer datetime, guid, etc.
+        return "string"
+
+    def extract_cluster(self, query):
+        # Extract cluster('...') from the query
+        match = re.search(r"cluster\(['\"]([^'\"]+)['\"]\)", query)
+        return match.group(1).strip() if match else None
+
+    def extract_db(self, query):
+        # Extract database('...') from the query
+        match = re.search(r"database\(['\"]([^'\"]+)['\"]\)", query)
+        return match.group(1).strip() if match else None
+
+    # ingest
+    def create_table_from_dataframe(self, df):
+        """
+        Creates a Kusto table based on the schema inferred from a pandas DataFrame.
+        """
+        if not isinstance(df, pd.DataFrame):
+            logger.error("Input is not a pandas DataFrame.")
+            return False
+
+        def pandas_dtype_to_kusto(dtype):
+            if pd.api.types.is_integer_dtype(dtype):
+                return "long"
+            if pd.api.types.is_float_dtype(dtype):
+                return "real"
+            if pd.api.types.is_bool_dtype(dtype):
+                return "bool"
+            if pd.api.types.is_datetime64_any_dtype(dtype):
+                return "datetime"
+            return "string"
+
+        schema_parts = [f"{col}:{pandas_dtype_to_kusto(dtype)}" for col, dtype in df.dtypes.items()]
+        schema_query = ", ".join(schema_parts)
+        create_table_query = f".create table {self.table} ({schema_query})"
+
+        logger.info(f"Table '{self.table}' does not exist. Attempting to create it.")
+        logger.info(f"Creation query: {create_table_query}")
+
+        try:
+            self.execute_query(create_table_query)
+            logger.info(f"Successfully created table '{self.table}'.")
+            return True
+        except KustoServiceError as ex:
+            logger.info(f"Failed to create table '{self.table}': {ex}")
+            return False
+
+    def ingest_dataframe_to_kusto(self, df):
+        """
+        Ingests a pandas DataFrame into the Kusto table using the new ingestion API (azure-kusto-ingest >=4.x).
+        """
+        try:
+            import pandas as pd
+            if not isinstance(df, pd.DataFrame):
+                logger.error("Input is not a pandas DataFrame.")
+                return False
+
+            # Determine the authentication method for ingestion
+            if AGENT_MODE_LOCAL:
+                kcsb_ingest = KustoConnectionStringBuilder.with_aad_user_token_authentication(self.cluster, self.token)
+            elif self.env != "prod":
+                kcsb_ingest = KustoConnectionStringBuilder.with_aad_device_authentication(self.cluster)
+            else:
+                kcsb_ingest = KustoConnectionStringBuilder.with_aad_managed_service_identity_authentication(
+                    self.cluster, client_id=self.user_assigned_client_id)
+
+            ingestion_client = QueuedIngestClient(kcsb_ingest)
+
+            ingestion_properties = IngestionProperties(
+                database=self.db,
+                table=self.table,
+                data_format=DataFormat.CSV,
+                flush_immediately=True
+            )
+
+            try:
+                ingestion_result = ingestion_client.ingest_from_dataframe(
+                    df,
+                    ingestion_properties=ingestion_properties
+                )
+                logger.info(f"ingest_from_dataframe returned: {ingestion_result}")
+            except Exception as upload_exc:
+                logger.error(f"Exception during ingest_from_dataframe: {upload_exc}")
+                raise
+            logger.info(f"Successfully ingested DataFrame into Kusto table '{self.table}'.")
+            return True
+
+        except Exception as e:
+            logger.error(f"An error occurred during DataFrame ingestion: {e}")
+            return False
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/utils/llmsession.py b/src/copilot-chat/src/copilot_agent/utils/llmsession.py
new file mode 100644
index 00000000..69269937
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/llmsession.py
@@ -0,0 +1,115 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Language model session class."""
+
+import os
+import time
+import openai
+from ..utils.logger import logger
+
+class LLMSession:
+    """A class to interact with the Azure OpenAI model."""
+
+    def __init__(self):
+        # Env Var to set the LLM provider, accepted values are 'openai' or 'azure'
+        self.provider = os.environ.get("COPILOT_LLM_PROVIDER")
+        logger.info(f'COPILOT LLM Endpoint Provider: {self.provider}')
+        self.azure_api_key = os.environ.get("AZURE_OPENAI_API_KEY")
+        self.openai_api_key = os.environ.get("OPENAI_API_KEY")
+        self.endpoint = os.environ.get("COPILOT_LLM_ENDPOINT")
+        self.embedding_url = os.environ.get("COPILOT_EMBEDDING_URL")
+        self.model_name = os.environ.get("COPILOT_LLM_MODEL")
+        self.model_version = os.environ.get("COPILOT_LLM_VERSION")
+        self.embedding_model_name = os.environ.get("COPILOT_EMBEDDING_MODEL")
+        if self.provider == "openai":
+            self.model = openai.OpenAI(
+                base_url=self.endpoint,
+                api_key=self.openai_api_key
+            )
+            self.embedding_model = openai.OpenAI(
+                base_url=self.embedding_url,
+                api_key=self.openai_api_key
+            )
+        elif self.provider == "azure":
+            self.model = openai.AzureOpenAI(
+                azure_endpoint=self.endpoint,
+                api_key=self.azure_api_key,
+                api_version=self.model_version
+            )
+            self.embedding_model = openai.AzureOpenAI(
+                azure_endpoint=self.embedding_url,
+                api_key=self.azure_api_key,
+                api_version=self.model_version
+            )
+        else:
+            logger.error(f'Unsupported LLM provider: {self.provider}')
+            raise ValueError(f'Unsupported LLM provider: {self.provider}')
+
+    def chat(self, system_prompt, user_prompt):
+        """Chat with the language model."""
+        msg = [
+            {"role": "system", "content": system_prompt},
+            {"role": "user", "content": user_prompt}
+        ]
+
+        max_retries = 5
+        backoff = 2  # Initial backoff in seconds
+
+        for attempt in range(max_retries):
+            try:
+                if self.provider == "azure":
+                    response = self.model.chat.completions.create(
+                        model=self.model_name,
+                        messages=msg,
+                        max_completion_tokens=10000
+                    )
+                    return response.choices[0].message.content
+                elif self.provider == "openai":
+                    response = self.model.chat.completions.create(
+                        model=self.model_name,
+                        messages=msg,
+                        max_tokens=10000
+                    )
+                    return response.choices[0].message.content
+                else:
+                    logger.error(f"Unsupported LLM provider in chat: {self.provider}")
+                    break
+            except Exception as e:
+                if "429" in str(e):
+                    logger.warning(f"429 Too Many Requests: Retrying in {backoff} seconds (Attempt {attempt + 1}/{max_retries})")
+                    time.sleep(backoff)
+                    backoff *= 2  # Exponential backoff
+                else:
+                    logger.error(f"Unexpected error: {e}")
+                    break
+
+        # If retries are exhausted, return a meaningful fallback string
+        logger.error("Exceeded maximum retries for chat request.")
+        return "The system is currently overloaded. Please try again later."
+
+    def get_embedding(self, text):
+        """Get embedding for the given text using the embedding model."""
+        if not self.embedding_model:
+            logger.error("Embedding model is not configured.")
+            raise ValueError("Embedding model is not configured.")
+
+        try:
+            if self.provider == "azure":
+                response = self.embedding_model.embeddings.create(
+                    model=self.embedding_model_name,
+                    input=text
+                )
+                return response.data[0].embedding
+            elif self.provider == "openai":
+                response = self.embedding_model.embeddings.create(
+                    model=self.embedding_model_name,
+                    input=text
+                )
+                return response.data[0].embedding
+            else:
+                logger.error(f"Unsupported LLM provider in get_embedding: {self.provider}")
+                raise ValueError(f"Unsupported LLM provider: {self.provider}")
+        except Exception as e:
+            logger.error(f"Error getting embedding: {e}")
+            raise
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/utils/logger.py b/src/copilot-chat/src/copilot_agent/utils/logger.py
new file mode 100644
index 00000000..48ca6f6a
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/logger.py
@@ -0,0 +1,64 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""logger"""
+
+import logging
+import sys
+from colorama import Fore, Style, init
+
+# Initialize colorama for cross-platform colored terminal text and force colors
+init(autoreset=True, strip=False)
+
+# Define a function to set up the logging configuration
+def setup_logging():
+    """
+    Configures the root logger for the application.
+    Messages of INFO level and higher will be printed to stderr (console).
+    """
+    # Get the root logger
+    root_logger = logging.getLogger()
+    
+    # Set the overall minimum level for the logger
+    root_logger.setLevel(logging.INFO)
+
+    # Prevent adding multiple handlers if setup_logging is called multiple times
+    if not root_logger.handlers:
+        # Create a StreamHandler to output logs to the console (stderr by default)
+        console_handler = logging.StreamHandler(sys.stderr)
+        
+        # Set the level for this specific handler
+        console_handler.setLevel(logging.INFO)
+
+        # Create a formatter for the log messages
+        formatter = logging.Formatter(
+            '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+        )
+        
+        # Set the formatter for the console handler
+        console_handler.setFormatter(formatter)
+        
+        # Add the console handler to the root logger
+        root_logger.addHandler(console_handler)
+
+        # Optional: Add a FileHandler for logging to a file
+        # file_handler = logging.FileHandler('app.log')
+        # file_handler.setLevel(logging.DEBUG)
+        # file_handler.setFormatter(formatter)
+        # root_logger.addHandler(file_handler)
+
+# Call setup_logging when this module is imported
+setup_logging()
+
+# Expose the root logger so all modules use the same logger instance
+class SimpleLogger:
+    def info(self, msg):
+        print(f"{Fore.GREEN}[INFO]{Style.RESET_ALL} {msg}")
+    def error(self, msg):
+        print(f"{Fore.RED}[ERROR]{Style.RESET_ALL} {msg}")
+    def debug(self, msg):
+        print(f"{Fore.CYAN}[DEBUG]{Style.RESET_ALL} {msg}")
+    def warning(self, msg):
+        print(f"{Fore.YELLOW}[WARNING]{Style.RESET_ALL} {msg}")
+
+logger = SimpleLogger()
diff --git a/src/copilot-chat/src/copilot_agent/utils/math.py b/src/copilot-chat/src/copilot_agent/utils/math.py
new file mode 100644
index 00000000..30dfe312
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/math.py
@@ -0,0 +1,28 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Utility functions for mathematical operations."""
+
+import re
+
+
+# generates a list of values starting from filter_min and doubling until reaching filter_max.
+def gen_size_range(filter_min, filter_max):
+    """Generate a list of values starting from filter_min and doubling until reaching filter_max."""
+    values = []
+    current_value = filter_min
+
+    while current_value <= filter_max:
+        values.append(current_value)
+        current_value *= 2
+    return values
+
+
+# searches for a key in a JSON object that matches the provided regex and returns its value.
+def find_value_in_json(regex, json_obj):
+    """Search for a key in a JSON object that matches the provided regex and return its value."""
+    pattern = re.compile(regex)
+    for key in json_obj.keys():
+        if pattern.match(key):
+            return json_obj[key]
+    return 'NA'
diff --git a/src/copilot-chat/src/copilot_agent/utils/message.py b/src/copilot-chat/src/copilot_agent/utils/message.py
new file mode 100644
index 00000000..1e5adf34
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/message.py
@@ -0,0 +1,39 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Utility functions for handling messages."""
+
+from __future__ import annotations
+
+
+def get_last_value(messages_list: list, keys: list, max_messages: int | None = None) -> (bool, str):
+    """Extracts the last value from a list of messages based on a list of keys.
+
+    :param messages_list: List of messages (dictionaries) to search through.
+    :param keys: List of keys to navigate through each message.
+    :param max_messages: Maximum number of messages to look into. If None, look into all messages.
+    :return: A tuple (last_value_exist, last_value_str) where last_value_exist is a boolean indicating
+    if the value was found, and last_value_str is the extracted value as a string.
+    """
+    last_value_exist = False
+    last_value_str = ''
+
+    # Determine the range of messages to look into
+    messages_to_check = messages_list if max_messages is None else messages_list[-max_messages:]
+
+    for message in reversed(messages_to_check):
+        current_level = message
+        for key in keys:
+            if current_level is None:
+                break
+            if key in current_level:
+                current_level = current_level[key]
+            else:
+                break
+        else:
+            if current_level is not None:
+                last_value_exist = True
+                last_value_str = current_level
+                break
+
+    return last_value_exist, last_value_str
diff --git a/src/copilot-chat/src/copilot_agent/utils/openpai.py b/src/copilot-chat/src/copilot_agent/utils/openpai.py
new file mode 100644
index 00000000..28320ef8
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/openpai.py
@@ -0,0 +1,13 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""OpenPAI Query."""
+
+
+from ..utils.logger import logger
+
+
+def execute_openpai_query(query, data, json_content=True, retry=3):
+    """Executes a query to the OpenPAI API with optional retry logic."""
+
+    return None
diff --git a/src/copilot-chat/src/copilot_agent/utils/powerbi.py b/src/copilot-chat/src/copilot_agent/utils/powerbi.py
new file mode 100644
index 00000000..2164afca
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/powerbi.py
@@ -0,0 +1,191 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+from ..utils.logger import logger
+
+import os
+import json
+import re
+from datetime import datetime
+from ..utils.restapi import RestAPIClient
+
+
+class PowerBIClient:
+    def __init__(self, base_url, api_key):
+        """Initialize the PBI API client."""
+        # base_url: Base URL of the PBI REST API server.
+        # api_key: API key for authentication.
+        headers = {
+            "Authorization": f"Bearer {api_key}",
+            "Content-Type": "application/json"
+        }
+        self.client = RestAPIClient(base_url, headers)
+
+    def get_report(self, group_id=None, report_id=None):
+        """Fetch a specific report from the PBI server."""
+        if group_id is None or report_id is None:
+            return {"status_code": -99, "content": "Group ID and Report ID must be specified."}
+        else:
+            endpoint = f"groups/{group_id}/reports/{report_id}"
+            response = self.client.get(endpoint)
+            return self.parse_response(response)
+
+    def execute_dax_query(self, group_id, dataset_id, query):
+        """Execute a DAX query on a dataset."""
+        if group_id is None or dataset_id is None or query is None:
+            return {"status_code": -99, "content": "Group ID, Dataset ID and Query must be specified."}
+        else:
+            endpoint = f"groups/{group_id}/datasets/{dataset_id}/executeQueries"
+            querybody = {
+                "queries": [
+                    {
+                        "query": query
+                    }
+                ]
+            }
+            response = self.client.post(endpoint, json=querybody)
+            return self.parse_response(response)
+
+    @staticmethod
+    def parse_response(response):
+        if response.status_code == 200:
+            parsed = {"status_code": response.status_code, "content": response.json()}
+        else:
+            parsed = {"status_code": response.status_code, "content": response.text}
+        return parsed
+
+
+class LTPReportProcessor:
+    """Class to process LTP report data."""
+
+    def __init__(self, api_key: str, base_url: str, group_id: str, dataset_id: str):
+        self.api_key = api_key
+        self.base_url = base_url
+        self.group_id = group_id
+        self.dataset_id = dataset_id
+        self.client = self._initialize_powerbi_client()
+
+    def _initialize_powerbi_client(self) -> PowerBIClient:
+        """Initialize the PowerBI client."""
+        return PowerBIClient(base_url=self.base_url, api_key=self.api_key)
+
+    @staticmethod
+    def get_current_week_number() -> int:
+        """Get the current ISO week number."""
+        return datetime.now().isocalendar()[1]
+
+    @staticmethod
+    def get_files_with_extension(directory: str, extension: str) -> list[str]:
+        """Get all file names in a directory with a specific extension."""
+        return sorted([f for f in os.listdir(directory) if f.endswith(extension)])
+
+    @staticmethod
+    def remove_file_extension(file_names: list[str], extension: str) -> list[str]:
+        """Remove a specific extension from file names."""
+        return [f.replace(extension, "") for f in file_names]
+
+    @staticmethod
+    def filter_tables(tables: list[str], patterns: list[str]) -> list[str]:
+        """Remove tables that match specific regex patterns."""
+        regexes = [re.compile(p) for p in patterns]
+        return [t for t in tables if not any(r.match(t) for r in regexes)]
+
+    @staticmethod
+    def get_week_key(table_name: str) -> str:
+        """Get the key for the week number in the table."""
+        return f"{table_name}[WeekNum]" if table_name == "A-r0-na" else f"{table_name}[Week]"
+
+    @staticmethod
+    def filter_rows_by_week(table: list[dict], table_name: str, current_week: int, offset: int) -> list[dict]:
+        """Filter rows to include only those from the last 4 weeks."""
+        filtered_rows = []
+        week_key = LTPReportProcessor.get_week_key(table_name)
+        for row in table:
+            if week_key in row and isinstance(row[week_key], int):
+                if row[week_key] >= current_week - offset:
+                    filtered_rows.append(row)
+        return filtered_rows
+
+    def filter_recent_weeks(self, table_data: dict, table_name: str, current_week: int, offset: int) -> list[dict]:
+        """Filter table data to include only rows from the last few weeks."""
+        if 'content' in table_data:
+            if 'results' in table_data['content']:
+                if 'tables' in table_data['content']['results'][0]:
+                    if 'rows' in table_data['content']['results'][0]['tables'][0]:
+                        table = table_data['content']['results'][0]['tables'][0]['rows']
+                        filtered_table = self.filter_rows_by_week(table, table_name, current_week, offset)
+                        return filtered_table
+        logger.info("No valid data found in the table.")
+        return []
+
+    def process_report_data(self, tables_directory: str, output_path: str):
+        """Process the LTP report data and save the results."""
+        current_week = self.get_current_week_number()
+        logger.info(f"Current week number: {current_week}")
+
+        # Get and filter table names
+        table_files = self.get_files_with_extension(tables_directory, ".tmdl")
+        table_names = self.remove_file_extension(table_files, ".tmdl")
+        table_names = self.filter_tables(
+            table_names,
+            [
+                r"^LocalDateTable",
+                r"^RDim",
+                r"^ADim",
+                r"^JDim",
+                r"^DateTableTemplate",
+                r"^CalendarTable",
+                r"^R-r0-Column",
+                r"^A-r0",
+                r"^A-r2",
+                r"^J-r0",
+                r"^J-r1",
+                r"^M-t1",
+                r"^R-r0",
+                r"^R-r1",
+                r"^R-t0",
+                r"^J-r2",
+                r"^J-r3",
+                r"^M-r0",
+            ],
+        )
+        logger.info(f"Number of tables to process: {len(table_names)}")
+
+        # Process each table
+        table_data_list_long = []
+        table_data_list_short = []
+        for table_name in table_names:
+            query = f"EVALUATE '{table_name}'"
+            table_data = self.client.execute_dax_query(self.group_id, self.dataset_id, query)
+            filtered_data_short = self.filter_recent_weeks(table_data, table_name, current_week, 1)
+            filtered_data_long = self.filter_recent_weeks(table_data, table_name, current_week, 4)
+            table_data_list_short.append({table_name: filtered_data_short})
+            table_data_list_long.append({table_name: filtered_data_long})
+            logger.info(f"Processed table: {table_name}")
+            logger.info(f"{str(table_data)[:100]}...")
+
+        # Save results to JSON
+        os.makedirs(output_path, exist_ok=True)
+        report_collection_status = all(
+            table_data.get("status_code") == 200
+            for table_data in [self.client.execute_dax_query(self.group_id, self.dataset_id, f"EVALUATE '{name}'") for name in table_names]
+        )
+        log_file = os.path.join(output_path, "ltp_dashboard_data_model")
+        with open(log_file, "w") as log:
+            log.write(f"Report collection status: {'Success' if report_collection_status else 'Failure'}\n")
+            log.write(f"Collected at {datetime.now().isoformat()}\n")
+            log.write(f"Processed tables: {', '.join(table_names)}\n")
+            log.write(f"Current week number: {current_week}\n")
+            log.write(f"Table data count: {len(table_data_list_short)}\n")
+
+        if report_collection_status:
+            output_file_short = os.path.join(output_path, "ltp_dashboard_data_model_short.json")
+            with open(output_file_short, "w") as res:
+                json.dump(table_data_list_short, res, indent=2)
+            logger.info(f"Processed data saved to: {output_file_short}")
+
+        if report_collection_status:
+            output_file_long = os.path.join(output_path, "ltp_dashboard_data_model_long.json")
+            with open(output_file_long, "w") as res:
+                json.dump(table_data_list_long, res, indent=2)
+            logger.info(f"Processed data saved to: {output_file_long}")
diff --git a/src/copilot-chat/src/copilot_agent/utils/promql.py b/src/copilot-chat/src/copilot_agent/utils/promql.py
new file mode 100644
index 00000000..0ba9a680
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/promql.py
@@ -0,0 +1,410 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Prometheus Query."""
+
+import json
+from copy import deepcopy
+
+from joblib import Parallel, delayed
+
+from ..utils.logger import logger
+
+from ..utils.time import parse_duration
+
+class FakeControllerClient:
+    def request_controller(self, method, api, data):
+        """Simulates a response from the controller."""
+        # Example fake response
+        if "prometheus" in api:
+            return type("Response", (object,), {"ok": True, "content": json.dumps({"data": {"result": []}})})()
+        return type("Response", (object,), {"ok": False, "content": "{}"})()
+
+# Replace the real ControllerClient with the fake one
+controller = FakeControllerClient()
+
+
+def execute_promql_query(query, data, retry=1):
+    """Executes a PromQL (Prometheus Query Language) query and retrieves the result."""
+
+    while retry > 0:
+        response = controller.request_controller(
+            method='GET',
+            api=f'prometheus/{query}',
+            data=data,
+        )
+        if response and response.ok:
+            return json.loads(response.content)['data']
+        logger.error(f'Prometheus query failed. Query: {query} Response:{response.content}')
+        retry -= 1
+    return None
+
+
+def execute_promql_query_step(query, data, end_time, time_offset, step='6h'):
+    """Executes a PromQL query in parallel over specified time intervals."""
+    start_time = end_time - parse_duration(time_offset).total_seconds()
+    step_timedelta = parse_duration(step).total_seconds()
+    logger.info(f'Querying from {start_time} to {end_time} with step_timedelta {step_timedelta}')
+
+    time_intervals = []
+    current_time = start_time
+
+    # Prepare time intervals for parallel queries
+    while current_time < end_time:
+        next_time = min(current_time + step_timedelta, end_time)
+        time_intervals.append((int(float(current_time)), int(float(next_time))))
+        current_time = next_time
+
+    def query_interval(start, end):
+        # Create the query with the specific time range
+        time_offset = f'{int(end - start)}s'
+        query_with_time = query.replace('{time_offset}', time_offset).replace('{end_time_stamp}', str(int(end)))
+        # print(query_with_time)
+        # Query Prometheus
+        # print(query_with_time)
+        result = execute_promql_query(query_with_time, data)
+        return (
+            start,
+            end,
+            deepcopy(result['result']) if result and result['result'] else [],
+        )
+
+    # Execute queries in parallel using joblib
+    final_value = Parallel(n_jobs=4, backend='threading')(
+        delayed(query_interval)(start, end) for start, end in time_intervals
+    )
+
+    return final_value
+
+
+def get_all_metrics():
+    """Fetch all available Prometheus metrics from the specified API."""
+    response = controller.request_controller(
+        method='GET',
+        api='prometheus/api/v1/label/name/values',
+        data=None,
+    )
+    if response and response.ok:
+        return json.loads(response.content)['data']
+    logger.error(f'Failed to fetch metrics. Response: {response.content}')
+    return []
+
+
+def get_all_labels():
+    """Fetches all labels from the Prometheus API."""
+    response = controller.request_controller(
+        method='GET',
+        api='prometheus/api/v1/labels',
+        data=None,
+    )
+    if response and response.ok:
+        return json.loads(response.content)['data']
+    logger.error(f'Failed to fetch labels. Response: {response.content}')
+    return []
+
+
+def get_label_values(label_name):
+    """Fetches all values for a specific label from the Prometheus API."""
+    response = controller.request_controller(
+        method='GET',
+        api=f'prometheus/api/v1/label/{label_name}/values',
+        data=None,
+    )
+    if response and response.ok:
+        return json.loads(response.content)['data']
+    logger.error(f'Failed to fetch label values for {label_name}. Response: {response.content}')
+    return []
+
+
+def get_metric_metadata(metric_name):
+    """Fetches metadata for a specific metric from the Prometheus API."""
+    response = controller.request_controller(
+        method='GET',
+        api='prometheus/api/v1/series',
+        data={'match[]': metric_name},
+    )
+    if response and response.ok:
+        return json.loads(response.content)['data']
+    logger.error(f'Failed to fetch metadata for metric {metric_name}. Response: {response.content}')
+    return []
+
+
+def get_all_aggregation_functions():
+    """Fetches all aggregation functions from the Prometheus API."""
+    from_doc = [
+        'avg',
+        'sum',
+        'min',
+        'max',
+        'count',
+        'stddev',
+        'stdvar',
+        'topk',
+        'bottomk',
+        'quantile',
+    ]
+    from_self = ['sum_over_time']
+    return from_doc + from_self
+
+
+def get_all_operation_functions():
+    """Fetches all operation functions from the Prometheus API."""
+    from_doc = [
+        'rate',
+        'irate',
+        'increase',
+        'delta',
+        'deriv',
+        'predict_linear',
+        'histogram_quantile',
+    ]
+    from_self = ['count_over_time', 'sum_over_time', 'avg_over_time', '']
+    return from_doc + from_self
+
+
+def get_all_gilters(lables):
+    """Fetches all filters for the specified labels from the Prometheus API."""
+    for label in lables:
+        accepted_values = get_label_values(label)
+        if not accepted_values:
+            logger.error(f'Failed to fetch label values for {label}.')
+            return []
+        accepted_values[label] = accepted_values
+    return accepted_values
+
+
+def get_accepted_values():
+    """Fetches all accepted values for metrics, labels, aggregation functions, and operation functions."""
+    accepted_values = {}
+    accepted_values['accepted_metrics'] = get_all_metrics()
+    accepted_values['accepted_labels'] = get_all_labels()
+    accepted_values['accepted_aggregation_functions'] = get_all_aggregation_functions()
+    accepted_values['accepted_operation_functions'] = get_all_operation_functions()
+    # accepted_values['accepted_filters'] = get_all_gilters(accepted_values['accepted_labels'])
+    return accepted_values
+
+
+def clean_metric_name(metric_name):
+    """Cleans the metric name by removing unwanted characters."""
+    metric_name_original = metric_name
+    metric_name = metric_name.replace('(', '').replace(')', '')
+    if '<=' in metric_name:
+        metric_name = metric_name.split('<')[0]
+    if '>=' in metric_name:
+        metric_name = metric_name.split('>')[0]
+    if '==' in metric_name:
+        metric_name = metric_name.split('==')[0]
+    logger.info(f"Original metric name: {metric_name_original}, Cleaned metric name: {metric_name}")
+    return metric_name
+
+
+def get_metric_sampling_interval(metric_name):
+    """Get the sampling interval for a given metric."""
+    logger.info(f"Getting sampling interval for metric: {metric_name}")
+    metric_name = clean_metric_name(metric_name)
+    attempt = 1
+    max_attempts = 10000000000000  # Set a maximum number of attempts to prevent infinite loop
+    while attempt <= max_attempts:
+        query = f"query?query={metric_name}[{attempt}m]"
+        output = execute_promql_query(query, {})
+        if output and "result" in output and len(output["result"]) > 0:
+            values = output["result"][0]["values"]
+            logger.info(f"Attempt {attempt}: Retrieved values: {values}")
+            return int(float(values[1][0]) - float(values[0][0]))
+        else:
+            logger.info(f"Attempt {attempt}: Query: {query}, Output: {output}")
+        attempt = attempt * 10
+    
+    # If the loop completes without returning, raise an exception or handle the error
+    logger.info(f"Unable to determine sampling interval for metric: {metric_name}")
+    return None
+
+
+def _retrieve_non_parallel(response, interval):
+    """Retrieves the non-parallel response."""
+    if (
+        not response 
+        or not isinstance(response, dict) 
+        or 'result' not in response 
+        or not response['result']
+    ):
+        logger.error(f"Invalid response format: {response}")
+        return None
+    else:
+        return float(response['result'][0]['value'][1]) * interval / 3600
+
+
+def _retrieve_parallel(response, interval):
+    """Retrieves the parallel response."""
+    print(f"Response: {response}")
+    if isinstance(response, list):
+        total = 0
+        for item in response:
+            if item[2]:
+                # Check if 'value' key exists
+                if 'value' in item[2][0]:
+                    total += float(item[2][0]["value"][1])
+                # Check if 'values' key exists
+                elif 'values' in item[2][0]:
+                    total += sum(float(value[1]) for value in item[2][0]["values"])
+        return total * interval / 3600
+    else:
+        logger.error(f"Invalid response format: {response}")
+        return None
+
+
+def _aggregate_result(response, response_structure_type, aggregation_method):
+    """
+    Calculate the aggregated result based on the response, response structure type, and aggregation method.
+
+    :param response: The response data (JSON-like structure).
+    :param response_structure_type: The type of response structure (e.g., "single:vector", "segmented:vector", "single:matrix", "segmented:matrix").
+    :param aggregation_method: The aggregation method to apply ("average", "sum", "append_to_list", "list_metric").
+    :return: The aggregated result.
+    """
+    def extract_values_vector(data):
+        """Extract values from a vector response."""
+        return [float(item["value"][1]) for item in data["result"]]
+
+    def extract_values_matrix(data):
+        """Extract values from a matrix response."""
+        values = []
+        for item in data["result"]:
+            values.extend([float(value[1]) for value in item["values"]])
+        return values
+
+    def extract_values_segmented_vector(data):
+        """Extract values from a segmented vector response."""
+        values = []
+        for segment in data:
+            for item in segment[2]:
+                values.append(float(item["value"][1]))
+        return values
+
+    def extract_values_segmented_matrix(data):
+        """Extract values from a segmented matrix response."""
+        values = []
+        for segment in data:
+            for item in segment[2]:
+                values.extend([float(value[1]) for value in item["values"]])
+        return values
+
+    def extract_metrics_vector(data):
+        """Extract metric dictionaries from a vector response."""
+        return [item["metric"] for item in data["result"]]
+
+    def extract_metrics_matrix(data):
+        """Extract metric dictionaries from a matrix response."""
+        return [item["metric"] for item in data["result"]]
+
+    def extract_metrics_segmented_vector(data):
+        """Extract metric dictionaries from a segmented vector response."""
+        metrics = []
+        for segment in data:
+            for item in segment[2]:
+                metrics.append(item["metric"])
+        return metrics
+
+    def extract_metrics_segmented_matrix(data):
+        """Extract metric dictionaries from a segmented matrix response."""
+        metrics = []
+        for segment in data:
+            for item in segment[2]:
+                metrics.append(item["metric"])
+        return metrics
+
+    # Determine the extraction function based on the response structure type
+    if response_structure_type == "single:vector":
+        metrics = extract_metrics_vector(response)
+        values = extract_values_vector(response)
+    elif response_structure_type == "single:matrix":
+        metrics = extract_metrics_matrix(response)
+        values = extract_values_matrix(response)
+    elif response_structure_type == "segmented:vector":
+        metrics = extract_metrics_segmented_vector(response)
+        values = extract_values_segmented_vector(response)
+    elif response_structure_type == "segmented:matrix":
+        metrics = extract_metrics_segmented_matrix(response)
+        values = extract_values_segmented_matrix(response)
+    else:
+        logger.info(f"Unsupported response structure type: {response_structure_type}")
+        return response
+
+    # Perform the aggregation based on the aggregation method
+    if aggregation_method == "average":
+        return sum(values) / len(values) if values else 0
+    elif aggregation_method == "sum":
+        return sum(values)
+    elif aggregation_method == "append_to_list":
+        return values
+    elif aggregation_method == "list_metric":
+        return metrics
+    else:
+        raise ValueError(f"Unsupported aggregation method: {aggregation_method}")
+
+
+def retrive_promql_response_value(response, promql_param):
+    """Retrieves the value from the Prometheus response based on the provided PromQL parameter."""
+    if not response or not isinstance(promql_param, dict):
+        return None, None
+
+    metric_name = promql_param.get('metric_name')
+    parallel = promql_param.get('parallel')
+    if not metric_name or parallel is None:
+        return None, None
+
+    # get interval
+    scrape_interval = get_metric_sampling_interval(metric_name)
+
+    # identify the response structure
+    response_structure = identify_promql_resp_structure(response)
+
+    if scrape_interval is None:
+        return scrape_interval, response
+
+    resp_parser_param = {"scrape_interval": scrape_interval, "response_structure": response_structure}
+    logger.info(f"Response as: {response}")
+    logger.info(f"Response structure identified as: {response_structure}")
+    
+    aggregated_result = {}
+    aggregated_result['avg'] = _aggregate_result(response, response_structure, 'average')
+    aggregated_result['sum'] = _aggregate_result(response, response_structure, 'sum')
+    aggregated_result['tolist'] = _aggregate_result(response, response_structure, 'append_to_list')
+    aggregated_result['metric'] = _aggregate_result(response, response_structure, 'list_metric')
+    return resp_parser_param, aggregated_result
+
+
+def identify_promql_resp_structure(response):
+    """Identifies the structure of a PromQL response.
+    Args:
+        response (dict): The PromQL response as a Python dictionary.
+    Returns:
+        str: The name of the structure (e.g., 'single:vector', 'segmented:vector', 'single:matrix', 'segmented:matrix', or 'unsupported').
+    """
+    # Check for single:vector
+    if isinstance(response, dict) and "resultType" in response and response["resultType"] == "vector":
+        if "result" in response and isinstance(response["result"], list):
+            if len(response["result"]) > 0 and "value" in response["result"][0]:
+                return "single:vector"
+
+    # Check for segmented:vector
+    if isinstance(response, list):
+        if all(isinstance(segment, (list, tuple)) and len(segment) == 3 for segment in response):
+            if all(isinstance(segment[2], list) and len(segment[2]) > 0 and "value" in segment[2][0] for segment in response):
+                return "segmented:vector"
+
+    # Check for single:matrix
+    if isinstance(response, dict) and "resultType" in response and response["resultType"] == "matrix":
+        if "result" in response and isinstance(response["result"], list):
+            if len(response["result"]) > 0 and "values" in response["result"][0]:
+                return "single:matrix"
+
+    # Check for segmented:matrix
+    if isinstance(response, list):
+        if all(isinstance(segment, (list, tuple)) and len(segment) == 3 for segment in response):
+            if all(isinstance(segment[2], list) and len(segment[2]) > 0 and "values" in segment[2][0] for segment in response):
+                return "segmented:matrix"
+
+    # If none of the structures match
+    return "unsupported"
+
diff --git a/src/copilot-chat/src/copilot_agent/utils/query.py b/src/copilot-chat/src/copilot_agent/utils/query.py
new file mode 100644
index 00000000..44cc25e2
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/query.py
@@ -0,0 +1,163 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""This module contains functions for generating, parsing, and aligning DCW objects."""
+
+from __future__ import annotations
+
+import os
+import re
+
+from ..utils.logger import logger
+
+from ..config import PROMPT_DIR
+from ..utils.llmsession import LLMSession
+from ..utils.promql import get_accepted_values
+from ..utils.sql import SQLManager
+from ..utils.time import get_current_unix_timestamp
+from ..utils.utils import extract_json_dict, get_prompt_from
+
+model = LLMSession()
+
+
+def gen_kusto_query_pseudo(SUB_FEATURE: str, gen_prompt_file: str, user_prompt: str) -> dict:
+    """Generate controller input."""
+    sys_prompt = get_prompt_from(os.path.join(PROMPT_DIR, SUB_FEATURE, gen_prompt_file))
+    resp = model.chat(sys_prompt, user_prompt)
+    controller_input = extract_json_dict(benchmark=resp, nested=False)
+    return controller_input
+
+
+def gen_kusto_query_fallback_pseudo(question, SUB_FEATURE, gen_fallback_prompt) -> str:
+    """Generate fallback query from RCA to status."""
+    logger.info('Generate a fall back status query')
+    system_prompt = get_prompt_from(os.path.join(PROMPT_DIR, SUB_FEATURE, gen_fallback_prompt))
+    user_prompt = f'<user input> is\n{question}'
+    resp = model.chat(system_prompt, user_prompt)
+    fall_back_question = resp.replace('```', '')
+    return fall_back_question
+
+
+def gen_sql_query(SUB_FEATURE: str, database: SQLManager, question: str) -> str:
+    """Generate a general SQL query."""
+    logger.info('Generate a SQL query')
+    generation_prompt = get_prompt_from(os.path.join(PROMPT_DIR, SUB_FEATURE, 'gen_query_sql_general.txt'))
+    accepeted_value_prompt = database.get_unique_values()
+    system_prompt = generation_prompt + f'<accepted values> are\n{accepeted_value_prompt}'
+    user_prompt = f'<user input> is\n{question}'
+    resp = model.chat(system_prompt, user_prompt)
+    logger.info(f'resp {resp}')
+    matches = re.findall(r'[`\']{3}(.*?)[`\']{3}', resp, re.DOTALL)
+    if not matches:
+        logger.error('No query found in the response')
+        raise ValueError('Failed to extract SQL query from the response')
+    query = matches[0].strip()
+    return query
+
+
+def _convert_to_boolean(parallel):
+    if parallel == 'true' or parallel == 'True':
+        parallel = True
+    else:
+        parallel = False
+    return parallel
+
+
+def _convert_to_timestamp(end_time_stamp):
+    if end_time_stamp == 'now' or end_time_stamp == 'Now':
+        end_time_stamp = get_current_unix_timestamp()
+    else:
+        end_time_stamp = get_current_unix_timestamp()
+    return end_time_stamp
+
+
+def _construct_promql_query(param):
+    # Extract parameters from the dictionary
+    aggregation_function = param.get('aggregation_function', '')
+    grouping_labels = param.get('grouping_labels', '')
+    operation_function = param.get('operation_function', '')
+    metric_name = param.get('metric_name', '')
+    filters = param.get('filters', '')
+    time_offset = param.get('time_offset', '')
+    scrape_interval = param.get('scrape_interval', '')
+    end_time_stamp = param.get('end_time_stamp', '')
+    parallel = param.get('parallel', False)
+    # convert
+    parallel = _convert_to_boolean(parallel)
+    end_time_stamp = _convert_to_timestamp(end_time_stamp)
+
+    # 0, aggregation
+    aggregation_segments = aggregation_function.split(',')
+    # 1, grouping
+    grouping_segment = f'by ({grouping_labels}) ' if grouping_labels else ''
+    # 2, interval
+    if scrape_interval:
+        if 'm' in scrape_interval:
+            interval_segment = f':{scrape_interval}'
+        else:
+            interval_segment = f':{scrape_interval}s'
+    else:
+        interval_segment = ''
+    # 3, filter
+    filter_segment = f'{{{filters}}}' if filters else ''
+    # 4, time offset
+    time_offset_segment = f'{filter_segment}[{time_offset}{interval_segment}]'
+    # 5, operation
+    if operation_function:
+        metric_segment = f'{metric_name}{time_offset_segment} @ {end_time_stamp}'
+        operation_segment = f'({operation_function}({metric_segment}))'
+    else:
+        metric_segment = f'({metric_name}) {time_offset_segment} @ {end_time_stamp}'
+        operation_segment = f'{metric_segment}'
+
+    # Assemble the final query
+    if len(aggregation_segments) == 2:
+        query = (
+            f'query?query={aggregation_segments[0]}({aggregation_segments[1]} {grouping_segment}{operation_segment})'
+        )
+    else:
+        query = f'query?query={aggregation_segments[0]} {grouping_segment}{operation_segment}'
+
+    return [query, end_time_stamp, parallel]
+
+
+def _get_promql_param():
+    """Get matching column names."""
+    param = {
+        'aggregation_function': '',
+        'grouping_labels': '',
+        'operation_function': '',
+        'metric_name': '',
+        'filters': '',
+        'time_offset': '',
+        'scrape_interval': '',
+        'end_time_stamp': False,
+    }
+    return param
+
+
+def _gen_promql_query_param(SUB_FEATURE: str, question: str) -> dict:
+    """Generate a general PromQL query."""
+    logger.info('Generate a PromQL query')
+    generation_prompt = get_prompt_from(os.path.join(PROMPT_DIR, SUB_FEATURE, 'gen_query_promql_metrics.txt'))
+    accepeted_value_prompt = get_accepted_values()
+    # logger.info(f'accepeted_value_prompt:\n{accepeted_value_prompt}')
+    system_prompt = generation_prompt + f'<accepted values> are\n{accepeted_value_prompt}'
+    user_prompt = f'<user input> is\n{question}'
+    resp = model.chat(system_prompt, user_prompt)
+    logger.info(f'resp:\n{resp}')
+    params = extract_json_dict(benchmark=resp, nested=False)
+    logger.info(f'params:\n{params}')
+    return params
+
+
+def gen_promql_query(SUB_FEATURE: str, question: str) -> tuple[str, bool]:
+    """Generate a general PromQL query."""
+    params = _gen_promql_query_param(SUB_FEATURE, question)
+    if not isinstance(params, dict):
+        logger.info(f'No query found in the response, params is {params}')
+        return None, None, None, None
+    query, end_time_stamp, parallel = _construct_promql_query(params)
+    logger.info(f'query: {query}')
+    logger.info(f'parallel: {parallel}')
+    return query, end_time_stamp, parallel, params
diff --git a/src/copilot-chat/src/copilot_agent/utils/rag.py b/src/copilot-chat/src/copilot_agent/utils/rag.py
new file mode 100644
index 00000000..c32d266e
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/rag.py
@@ -0,0 +1,170 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""A generic RAG system for query generation (e.g., KQL, DAX) using LlamaIndex and a custom LLM."""
+
+from llama_index.core.embeddings import BaseEmbedding
+from llama_index.core.llms import LLM
+from llama_index.core.llms.llm import ChatMessage, MessageRole 
+from llama_index.core.base.llms.types import ChatResponse, LLMMetadata
+from llama_index.core import VectorStoreIndex, SimpleDirectoryReader, Settings
+from llama_index.core.readers.base import Document
+from typing import List, Optional
+from ..utils.logger import logger
+
+# --- 1. Import your Custom Model ---
+from ..utils.llmsession import LLMSession
+
+# --- 2. Custom LlamaIndex Wrappers for your LLMSession Methods ---
+# These classes adapt your LLMSession's methods to LlamaIndex's expected interfaces.
+
+class MyEmbedding(BaseEmbedding):
+    """
+    Adapts LLMSession's 'get_embedding' method to LlamaIndex's 'BaseEmbedding' interface.
+    This class can be reused as embeddings are generally language-agnostic.
+    """
+    model: LLMSession 
+
+    def __init__(self, model_instance: LLMSession, **kwargs):
+        super().__init__(model=model_instance, **kwargs)
+
+    def _get_query_embedding(self, query: str) -> List[float]:
+        return self.model.get_embedding(query)
+
+    async def _aget_query_embedding(self, query: str) -> List[float]:
+        return self._get_query_embedding(query)
+
+    def _get_text_embedding(self, text: str) -> List[float]:
+        return self.model.get_embedding(text)
+
+    async def _aget_text_embedding(self, text: str) -> List[float]:
+        return self._get_text_embedding(text)
+
+    def _get_text_embeddings(self, texts: List[str]) -> List[List[float]]:
+        return [self.model.get_embedding(t) for t in texts]
+
+    async def _aget_text_embeddings(self, texts: List[str]) -> List[List[float]]:
+        return self._get_text_embeddings(texts)
+
+
+class QueryGeneratingChatLLM(LLM):
+    """
+    Adapts LLMSession's 'chat' method to LlamaIndex's 'LLM' interface for chat responses.
+    This version is parameterized to accept a specific system prompt for query generation.
+    """
+    # Define fields at the class level for Pydantic to handle initialization
+    model: LLMSession 
+    specific_system_prompt: str 
+
+    def __init__(self, model_instance: LLMSession, specific_system_prompt: str, **kwargs):
+        super().__init__(model=model_instance, specific_system_prompt=specific_system_prompt, **kwargs)
+
+    @property
+    def metadata(self) -> LLMMetadata: # Return type changed to LLMMetadata
+        # Now return an instance of LLMMetadata with required fields
+        return LLMMetadata(
+            context_window=4096, # Example value, adjust as per your model's actual context window
+            num_output=256, # Example value, adjust based on typical output length
+            is_chat_model=True, # Assuming your LLMSession is a chat model
+            model_name=self.model.__class__.__name__ if self.model else "CustomQueryGenerator",
+            # prompt_token_cost_per_1k and completion_token_cost_per_1k are optional in LLMMetadata
+            # and can be omitted or set if you have specific cost tracking.
+            # prompt_token_cost_per_1k=0.0, 
+            # completion_token_cost_per_1k=0.0,
+        )
+
+    @property
+    def tokenizer(self):
+        return None
+
+    def chat(self, messages: List[ChatMessage], **kwargs) -> ChatResponse:
+        system_prompt = self.specific_system_prompt 
+        user_prompt = next((m.content for m in messages if m.role == MessageRole.USER), "")
+        response_text = self.model.chat(system_prompt, user_prompt)
+        return ChatResponse(message=ChatMessage(role=MessageRole.ASSISTANT, content=response_text))
+
+    async def achat(self, messages: List[ChatMessage], **kwargs) -> ChatResponse:
+        return self.chat(messages, **kwargs)
+
+    def complete(self, prompt: str, **kwargs) -> str:
+        return self.model.chat(self.specific_system_prompt, prompt)
+
+    async def acomplete(self, prompt: str, **kwargs) -> str:
+        return self.complete(prompt, **kwargs)
+
+    def _raise_streaming_not_supported(self, operation: str):
+        raise NotImplementedError(f"{operation} not supported with this implementation.")
+
+    def stream_chat(self, messages: List[ChatMessage], **kwargs):
+        self._raise_streaming_not_supported("Streaming chat")
+    
+    async def astream_chat(self, messages: List[ChatMessage], **kwargs):
+        self._raise_streaming_not_supported("Asynchronous streaming chat")
+
+    def stream_complete(self, prompt: str, **kwargs):
+        self._raise_streaming_not_supported("Streaming complete")
+
+    async def astream_complete(self, prompt: str, **kwargs):
+        self._raise_streaming_not_supported("Asynchronous streaming complete")
+
+
+# --- 3. The QueryGeneratorRAG Class ---
+
+class QueryGeneratorRAG:
+    """
+    A class to encapsulate a generic RAG system for query generation,
+    handling initialization and query generation for various languages.
+    """
+    def __init__(self, 
+                 llm_session_instance: LLMSession, 
+                 query_language_system_prompt: str,
+                 data_source_schema_description: List[str]):
+        """
+        Initializes the Query Generator RAG System.
+        
+        Args:
+            llm_session_instance: An instance of your LLMSession model.
+            query_language_system_prompt: The system prompt to guide the LLM
+                                          to generate the desired query language (e.g., KQL, DAX).
+            data_source_schema_description: A list of strings describing the data source's schema
+                                            and relevant operations for the target query language.
+        """
+        self.llm_session = llm_session_instance
+        self.query_language_system_prompt = query_language_system_prompt
+        self.data_source_schema_description = data_source_schema_description
+        
+        logger.info(f"\n===== Initializing Query Generator RAG for a new language =====")
+
+        # Configure LlamaIndex to use your custom models globally
+        Settings.llm = QueryGeneratingChatLLM(
+            model_instance=self.llm_session, 
+            specific_system_prompt=self.query_language_system_prompt
+        )
+        Settings.embed_model = MyEmbedding(model_instance=self.llm_session)
+        logger.info("LlamaIndex configured with custom LLM and Embedding models.")
+
+        # Load and index the data source schema descriptions
+        self._load_and_index_data()
+        logger.info("Query Generator RAG initialized and ready!")
+
+    def _load_and_index_data(self):
+        """Internal method to load documents and create the vector index."""
+        documents = [Document(text=desc) for desc in self.data_source_schema_description]
+        logger.info(f"Loaded {len(documents)} source documents (describing data schema/operations).")
+        
+        logger.info("Creating vector index from data source descriptions...")
+        self.index = VectorStoreIndex.from_documents(documents)
+        logger.info("Vector index created successfully!")
+        
+        self.query_engine = self.index.as_query_engine()
+        logger.info("Query engine for query generation ready!")
+
+    def generate_query(self, user_question: str) -> str:
+        """
+        Generates a query (e.g., KQL, DAX) based on the user's natural language question.
+        """
+        logger.info(f"\n===== Generating Query for: '{user_question}' =====")
+        response = self.query_engine.query(user_question)
+        
+        generated_query = str(response)
+        return generated_query
diff --git a/src/copilot-chat/src/copilot_agent/utils/restapi.py b/src/copilot-chat/src/copilot_agent/utils/restapi.py
new file mode 100644
index 00000000..20012080
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/restapi.py
@@ -0,0 +1,68 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""This module contains functions for generating, parsing, and aligning DCW objects."""
+
+from __future__ import annotations
+
+import requests
+
+class RestAPIClient:
+    def __init__(self, base_url, headers=None):
+        """
+        Initialize the REST API client.
+        
+        :param base_url: Base URL of the REST API server.
+        :param headers: Default headers to include in all requests.
+        """
+        self.base_url = base_url
+        self.headers = headers if headers else {}
+
+    def get(self, endpoint, params=None):
+        """
+        Perform a GET request.
+        
+        :param endpoint: API endpoint (relative to base_url).
+        :param params: Query parameters for the request.
+        :return: Response object.
+        """
+        url = f"{self.base_url}/{endpoint}"
+        response = requests.get(url, headers=self.headers, params=params)
+        return response
+
+    def post(self, endpoint, data=None, json=None):
+        """
+        Perform a POST request.
+        
+        :param endpoint: API endpoint (relative to base_url).
+        :param data: Form data for the request.
+        :param json: JSON data for the request.
+        :return: Response object.
+        """
+        url = f"{self.base_url}/{endpoint}"
+        response = requests.post(url, headers=self.headers, data=data, json=json)
+        return response
+
+    def put(self, endpoint, data=None, json=None):
+        """
+        Perform a PUT request.
+        
+        :param endpoint: API endpoint (relative to base_url).
+        :param data: Form data for the request.
+        :param json: JSON data for the request.
+        :return: Response object.
+        """
+        url = f"{self.base_url}/{endpoint}"
+        response = requests.put(url, headers=self.headers, data=data, json=json)
+        return response
+
+    def delete(self, endpoint):
+        """
+        Perform a DELETE request.
+        
+        :param endpoint: API endpoint (relative to base_url).
+        :return: Response object.
+        """
+        url = f"{self.base_url}/{endpoint}"
+        response = requests.delete(url, headers=self.headers)
+        return response
\ No newline at end of file
diff --git a/src/copilot-chat/src/copilot_agent/utils/smart_help.py b/src/copilot-chat/src/copilot_agent/utils/smart_help.py
new file mode 100644
index 00000000..9023b9fe
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/smart_help.py
@@ -0,0 +1,52 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Smart help method for CoPilot agent."""
+
+import os
+
+from ..config import COPILOT_VERSION, PROMPT_DIR
+from ..utils.llmsession import LLMSession
+from ..utils.utils import get_prompt_from
+
+model = LLMSession()
+
+
+# generate help message for CoPilot agent
+def gen_smart_help(help_msg, user_question: str, key_lst: list, SMART_HELP=True) -> str:
+    """Generate smart help message for CoPilot agent."""
+    # dump help method
+    dump_help = ''
+    if isinstance(help_msg, dict):
+        for key in key_lst:
+            if key in help_msg:
+                dump_help += help_msg[key]
+                dump_help += '\n\n'
+    # version
+    _version = 'f0f1'
+    if COPILOT_VERSION == 'f2':
+        _version = 'f2'
+    # capability
+    if _version == 'f2':
+        capability_str = help_msg['feature'] + help_msg['sku'] + help_msg['workload']
+    elif _version == 'f0f1':
+        capability_str = help_msg['feature']
+    else:
+        capability_str = help_msg['feature']
+
+    sys_prompt = get_prompt_from(os.path.join(PROMPT_DIR, 'gen_smart_help_prompt.txt'))
+    
+
+    if SMART_HELP:
+        # smart help method
+        capability_promp = f'[features]\n {capability_str} \n\n'
+        question_prompt = f'[user question]\n {user_question} \n\n'
+        user_prompt = question_prompt + f'[reason to generate the help]\n str{key_lst} \n\n' + capability_promp
+        # send to a LLM session to generate a smart help
+        smart_help = model.chat(sys_prompt, user_prompt)
+        final_help = smart_help
+    else:
+        dump_help_prompt = f'[reason to generate the help]\n {dump_help} \n\n'
+        final_help = model.chat(sys_prompt, dump_help_prompt)
+
+    return final_help
diff --git a/src/copilot-chat/src/copilot_agent/utils/sql.py b/src/copilot-chat/src/copilot_agent/utils/sql.py
new file mode 100644
index 00000000..addf1be1
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/sql.py
@@ -0,0 +1,142 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""SQL DB backend for the Copilot Agent."""
+
+import csv
+import os
+import re
+import sqlite3
+
+from ..utils.logger import logger
+
+from ..config import DATA_DIR
+SQLDB_DIR = os.path.join(DATA_DIR, 'sql')
+
+class SQLManager:
+    """SQL DB backend."""
+
+    def __init__(self, database_name):
+        """Init function, input is the database name."""
+        self.database_name = database_name
+        self.database_dir = os.path.join(SQLDB_DIR, database_name)
+        self.csv_file_path = os.path.join(self.database_dir, 'data.csv')
+        self.database_path = os.path.join(self.database_dir, 'data.db')
+        self.schema_file = os.path.join(self.database_dir, 'schema.txt')
+
+        # Remove the 'data.db' if it exists
+        if os.path.exists(self.database_path):
+            os.remove(self.database_path)
+            logger.info(f'{self.database_path} has been removed')
+
+        # Set check_same_thread to False
+        self.conn = sqlite3.connect(self.database_path, check_same_thread=False)
+        self.cur = self.conn.cursor()
+
+        # Read the schema from the schema.txt file
+        with open(self.schema_file) as file:
+            self.schema = file.read()
+
+        # Check if the table exists
+        self.cur.execute("SELECT name FROM sqlite_master WHERE type='table' AND name=?", (database_name,))
+        if not database_name.isalnum():
+            raise ValueError('Invalid database name')
+        if self.cur.fetchone() is None:
+            # Create the table with the appropriate schema
+            self.cur.execute(self.schema)
+
+            # Check if the CSV file exists
+            if os.path.exists(self.csv_file_path):
+                # Open the CSV file and read the data
+                with open(self.csv_file_path) as csv_file:
+                    # Create a DictReader to read the CSV file
+                    dr = csv.DictReader(csv_file)
+
+                    # Convert the CSV data to a list of tuples
+                    to_db = [tuple(row[field] for field in dr.fieldnames) for row in dr]
+
+                    # Bulk insert the data into the table
+                    self.cur.executemany(
+                        f"""
+                    INSERT INTO {database_name} VALUES ({', '.join(['?']*len(dr.fieldnames))})
+                    """,
+                        to_db,
+                    )
+
+            # Commit changes
+            self.conn.commit()
+
+    def query(self, query):
+        """Execute a query and return the results."""
+        try:
+            self.cur.execute(query)
+            return 'OK', self.cur.fetchall()
+        except sqlite3.Error as e:
+            logger.info(f'An error occurred: {e}')
+            return 'Error', []
+
+    def extract_column_names(self):
+        """Get matching column names."""
+        if os.path.exists(self.schema_file):
+            with open(self.schema_file) as f:
+                schema = f.read()
+                # Regular expression to match column names with TEXT type
+                # \b is a word boundary to ensure we match whole words.
+                # (?!Cluster\b|MachinePool\b) is a negative lookahead that ensures the column name does not contain these.
+                # (\w+) captures the column name.
+                # \s+TEXT ensures that the column is of type TEXT.
+                pattern = r'\b(?!Cluster\b|MachinePool\b)(\w+)\s+TEXT'
+                # Find all matches in the schema
+                matches = re.findall(pattern, schema)
+                return matches
+        else:
+            return None
+
+    def get_unique_values(self):
+        """Get unique values for a given db.table."""
+        template = """
+        SELECT DISTINCT <column_name>
+        FROM <table_name>;
+        """
+        unique_values_list = []
+        column_extracted = self.extract_column_names()
+        if isinstance(column_extracted, list):
+            for column in column_extracted:
+                query = template
+                status, values = self.query(
+                    query.replace('<column_name>', column).replace('<table_name>', self.database_name)
+                )
+                unique_value_dict = {'column name': column, 'accepted values': values}
+                unique_values_list.append(unique_value_dict)
+        return str(unique_values_list)
+
+
+def save_to_csv(input_data, db_name):
+    """Save the input data to a CSV file."""
+    # Check if input is a list of dicts
+    if not isinstance(input_data, list) or not all(isinstance(i, dict) for i in input_data):
+        logger.info('Input data is not a list of dicts')
+        return False
+
+    # Check if 'data.csv' exists in the dir
+    file_path = os.path.join(SQLDB_DIR, db_name, 'data.csv')
+    if os.path.exists(file_path):
+        os.remove(file_path)
+        logger.info(f'existing csv removed: {file_path}')
+
+    # Save the list of dicts into the 'data.csv'
+    total_rows = len(input_data)
+    saved_rows = 0
+    with open(file_path, 'w', newline='') as csvfile:
+        writer = csv.DictWriter(csvfile, fieldnames=input_data[0].keys())
+        writer.writeheader()
+        for data in input_data:
+            # Check if any value in the dictionary is empty or None
+            if any(value == '' or value is None for value in data.values()):
+                continue
+            writer.writerow(data)
+            saved_rows += 1
+        logger.info(f'latest csv saved: {file_path}')
+        logger.info(f'Total rows: {total_rows}, Rows saved: {saved_rows}')
+
+    return True
diff --git a/src/copilot-chat/src/copilot_agent/utils/summary.py b/src/copilot-chat/src/copilot_agent/utils/summary.py
new file mode 100644
index 00000000..a994fb1b
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/summary.py
@@ -0,0 +1,66 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""This module contains functions for generating, parsing, and aligning DCW objects."""
+
+from __future__ import annotations
+
+import os
+
+from ..utils.logger import logger
+
+from ..config import TOKEN_LIMIT, PROMPT_DIR
+from ..utils.llmsession import LLMSession
+from ..utils.smart_help import gen_smart_help
+from ..utils.utils import get_prompt_from
+
+model = LLMSession()
+
+def gen_summary(
+    SUB_FEATURE, resp_total, resp_brief, question, gen_prompt_file, knowledge_prompt_file, help_msg, skip_summary=False
+):
+    """Generate a summary."""
+    logger.info('Generating Response Report')
+    if isinstance(resp_total, (dict, list)):
+        logger.info(f'length of resp_total (# of tokens): {len(str(resp_total))}')
+    if isinstance(resp_brief, (dict, list)):
+        logger.info(f'length of resp_brief (# of tokens): {len(str(resp_brief))}')
+
+    if isinstance(resp_total, (dict, list)):
+        if len(str(resp_total)) < TOKEN_LIMIT:
+            logger.info('using full data')
+            user_prompt = f'<User question> is:\n{question}\n\n<Result> is\n{resp_total}\n\n'
+        else:
+            logger.info('using brief data')
+            user_prompt = (
+                f'<User question> is:\n{question}\n\n'
+                + f'<Important Message to User> is: the result is too long to display. Please check the details, this is brief description of the result {resp_brief}\n'
+            )
+        gen_sum_prompt = get_prompt_from(os.path.join(PROMPT_DIR, SUB_FEATURE, gen_prompt_file))
+        if knowledge_prompt_file:
+            knowledge_prmpt = get_prompt_from(os.path.join(PROMPT_DIR, SUB_FEATURE, knowledge_prompt_file))
+        else:
+            knowledge_prmpt = ''
+        sys_prompt = gen_sum_prompt + '\n\n' + knowledge_prmpt + '\n\n'
+        if not skip_summary:
+            logger.info('Bypass summary: False')
+            summary = model.chat(sys_prompt, user_prompt)
+        else:
+            logger.info('Bypass summary: True')
+            summary = handle_bypass_summary(resp_total, resp_brief)
+    else:
+        logger.info('generating smart help')
+        help_keys = ['corrupted_data']
+        summary = help_keys[0]
+        summary = gen_smart_help(help_msg, question, help_keys)
+    return summary
+
+
+def handle_bypass_summary(resp_total, resp_brief):
+    """Handle bypass summary logic."""
+    if len(str(resp_total)) < TOKEN_LIMIT:
+        logger.info('Outputing full data')
+        return resp_total
+    else:
+        logger.info('Outputing brief data')
+        return resp_brief
diff --git a/src/copilot-chat/src/copilot_agent/utils/time.py b/src/copilot-chat/src/copilot_agent/utils/time.py
new file mode 100644
index 00000000..e458e078
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/time.py
@@ -0,0 +1,30 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Utility functions for time-related operations."""
+
+import time
+from datetime import timedelta
+from ..utils.logger import logger
+
+
+def get_current_unix_timestamp():
+    """Get the current Unix timestamp in seconds."""
+    return int(time.time())
+
+
+def parse_duration(duration_str):
+    """Convert a Prometheus-style duration (e.g., '6h') to a timedelta object."""
+    if duration_str.endswith('h') or duration_str.endswith('hours'):
+        return timedelta(hours=int(duration_str.removesuffix('h').removesuffix('hours')))
+    elif duration_str.endswith('m') or duration_str.endswith('minutes'):
+        return timedelta(minutes=int(duration_str.removesuffix('m').removesuffix('minutes')))
+    elif duration_str.endswith('s') or duration_str.endswith('seconds'):
+        return timedelta(seconds=int(duration_str.removesuffix('s').removesuffix('seconds')))
+    elif duration_str.endswith('d') or duration_str.endswith('days'):
+        return timedelta(days=int(duration_str.removesuffix('d').removesuffix('days')))
+    elif duration_str.endswith('w') or duration_str.endswith('weeks'):
+        return timedelta(weeks=int(duration_str.removesuffix('w').removesuffix('weeks')))
+    else:
+        logger.info(f"Unsupported duration format: {duration_str}. The duration must end with 'h', 'm', 's', 'd', or 'w'.")
+        return timedelta(0)
diff --git a/src/copilot-chat/src/copilot_agent/utils/types.py b/src/copilot-chat/src/copilot_agent/utils/types.py
new file mode 100644
index 00000000..903f0640
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/types.py
@@ -0,0 +1,46 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Defines the data types used in the Copilot Agent."""
+
+from __future__ import annotations
+
+from pydantic import BaseModel, Field
+
+
+# defines the design model with fields like target design and base design.
+class Design(BaseModel):
+    """Defines the design model."""
+
+    Target: str = Field(default=None, description='Target design')
+    Baseline: str | None = Field(default=None, description='Base design')
+
+
+# defines the design model with fields like target design and base design.
+class Customer(BaseModel):
+    """Defines the design model."""
+
+    Target: str = Field(default=None, description='Target customer')
+    Baseline: str | None = Field(default=None, description='Base customer')
+
+
+# defines the DCW model with fields like design, criterion, workload, and additional data.
+class DCW(BaseModel):
+    """Defines the DCW model."""
+
+    Design: Design
+    Criterion: str | list[str] = Field(..., description='Evaluation Criterion')
+    Workload: str = Field(..., description='Workload')
+    Customer: Customer
+    # AdditionalData: Optional[AdditionalData] #=Field(..., description="additional data")
+
+    def to_dict(self):
+        """Check if the user is authorized."""
+        return {
+            'Design': self.Design.dict(),
+            'Criterion': self.Criterion,
+            'Workload': self.Workload,
+            'Customer': self.Customer.dict(),
+        }
+
+
diff --git a/src/copilot-chat/src/copilot_agent/utils/utils.py b/src/copilot-chat/src/copilot_agent/utils/utils.py
new file mode 100644
index 00000000..f0fee50c
--- /dev/null
+++ b/src/copilot-chat/src/copilot_agent/utils/utils.py
@@ -0,0 +1,92 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Utility functions for the Copilot Agent."""
+
+import json
+import os
+import re
+
+
+# reads and returns the content of a file at a given path.
+def get_prompt_from(path: str) -> str:
+    """Reads and returns the content of a file at a given path."""
+    if not os.path.exists(path):
+        raise FileNotFoundError(f'{path} not found.')
+    with open(path) as f:
+        return f.read()
+
+
+# extracts all JSON objects from a given benchmark string, with an option to extract nested JSON objects.
+def extract_all_json(benchmark, nested=False):
+    """Extracts all JSON objects from a given benchmark string."""
+    # two level json object
+    if nested:
+        pattern = r'(\{.*?\{?.*?\}?.*?\})'
+        if '```json' in benchmark:
+            pattern = r'```json\s*\n*(\{.*?\{?.*?\}?.*?\})\n*```'
+        elif '```jsonl' in benchmark:
+            pattern = r'```jsonl\s*\n*(\{.*?\{?.*?\}?.*?\})\n*```'
+    # one level json object
+    else:
+        pattern = r'(\{.*?\})'
+        if '```json' in benchmark:
+            pattern = r'```json\s*\n*(\{.*?\})\n*```'
+        elif '```jsonl' in benchmark:
+            pattern = r'```jsonl\s*\n*(\{.*?\})\n*```'
+
+    json_match = re.search(pattern, benchmark, re.DOTALL)
+
+    if json_match:
+        json_config = re.findall(pattern, benchmark, re.DOTALL)
+        return json_config
+    else:
+        return None
+
+
+# checks if a given string is a valid JSON.
+def is_valid_json(json_str):
+    """Checks if a given string is a valid JSON."""
+    try:
+        json.loads(json_str)
+    except ValueError:
+        return False
+    return True
+
+
+# extracts the last JSON object from a given benchmark string as a dictionary, with an option to extract nested JSON objects.
+def extract_json_dict(benchmark, nested=True):
+    """Extracts the last JSON object from a given benchmark string as a dictionary."""
+    jsons = extract_all_json(benchmark, nested)
+    if jsons:
+        json_str = jsons[-1]
+        if is_valid_json(json_str):
+            return json.loads(json_str)
+    return None
+
+
+# retries a function with given arguments and keyword arguments for a specified number of times until it returns a truthy value.
+def retry_function(func, max_retries, *args, **kwargs):
+    """Retries a function with given arguments and keyword arguments for a specified number of times until it returns a truthy value."""
+    return (
+        (
+            func(*args, **kwargs)
+            if max_retries == 0
+            else func(*args, **kwargs) or retry_function(func, max_retries - 1, *args, **kwargs)
+        )
+        if max_retries > 0
+        else None
+    )
+
+
+# asynchronously retries a function with given arguments and keyword arguments for a specified number of times until it returns a non-None value.
+async def retry_async(func, max_retries, *args, **kwargs):
+    """Asynchronously retries a function with given arguments and keyword arguments for a specified number of times until it returns a non-None value."""
+    if max_retries == 0:
+        return await func(*args, **kwargs)
+
+    result = await func(*args, **kwargs)
+    if result is not None:
+        return result
+
+    return await retry_async(func, max_retries - 1, *args, **kwargs)
diff --git a/src/copilot-chat/src/requirements.txt b/src/copilot-chat/src/requirements.txt
new file mode 100644
index 00000000..00db2949
--- /dev/null
+++ b/src/copilot-chat/src/requirements.txt
@@ -0,0 +1,22 @@
+colorama>=0.4.6
+faiss-cpu>=1.9.0
+transformers>=4.46.1
+matplotlib>=3.9.2
+scipy>=1.11.1
+scikit-learn>=1.5.2
+termcolor>=2.5.0
+certifi>=2024.7.4
+idna>=3.7
+requests>=2.32.4
+setuptools>=78.1.1
+urllib3>=2.5.0
+virtualenv>=20.26.6
+eval_type_backport>=0.2.2
+pandas>=2.2.2
+flask>=3.1.2
+flask-cors>=4.1.2
+openai>=1.106.1
+azure-kusto-data>=5.0.5
+llama-index-core>=0.13.5
+azure-kusto-ingest>=5.0.5
+fonttools>=4.60.2
\ No newline at end of file
diff --git a/src/dashboard-data-backup/.gitignore b/src/dashboard-data-backup/.gitignore
new file mode 100644
index 00000000..ad1fb6f4
--- /dev/null
+++ b/src/dashboard-data-backup/.gitignore
@@ -0,0 +1 @@
+local_deploy
\ No newline at end of file
diff --git a/src/dashboard-data-backup/build/build-pre.sh b/src/dashboard-data-backup/build/build-pre.sh
new file mode 100755
index 00000000..0ac1050a
--- /dev/null
+++ b/src/dashboard-data-backup/build/build-pre.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+cp -arfT "../../../dashboard/ltp_productivity.SemanticModel/definition/tables" "../src/tables"
+
+popd > /dev/null
diff --git a/src/dashboard-data-backup/build/dashboard-data-backup.common.dockerfile b/src/dashboard-data-backup/build/dashboard-data-backup.common.dockerfile
new file mode 100644
index 00000000..289e3c35
--- /dev/null
+++ b/src/dashboard-data-backup/build/dashboard-data-backup.common.dockerfile
@@ -0,0 +1,36 @@
+FROM python:3.12
+
+# Install cron
+RUN apt-get update && apt-get upgrade -y && apt-get install -y cron && rm -rf /var/lib/apt/lists/*
+
+RUN apt-get purge -y subversion && apt-get autoremove -y
+
+# Set working directory
+WORKDIR /app
+
+RUN pip install --upgrade pip
+
+# Copy requirements and install dependencies
+COPY src/requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application code
+COPY src/ ./src/
+
+# Create log directory
+RUN mkdir -p /var/log/backup
+
+# Copy crontab file
+COPY src/crontab /etc/cron.d/backup-cron
+
+# Give execution rights on the cron job
+RUN chmod 0644 /etc/cron.d/backup-cron
+
+# Apply cron job
+RUN crontab /etc/cron.d/backup-cron
+
+# Set timezone to UTC
+ENV TZ=UTC
+RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
+
+ENTRYPOINT ["/bin/bash", "-c", "printenv > /etc/container_environment && exec cron -f"]
diff --git a/src/dashboard-data-backup/config/dashboard-data-backup.md b/src/dashboard-data-backup/config/dashboard-data-backup.md
new file mode 100644
index 00000000..8f0a15bc
--- /dev/null
+++ b/src/dashboard-data-backup/config/dashboard-data-backup.md
@@ -0,0 +1,308 @@
+# Dashboard Data Backup Service
+
+The Dashboard Data Backup service is a containerized cron-based backup solution that automatically backs up Kusto query results from PowerBI dashboards to specified Kusto tables.
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Configuration](#configuration)
+- [Deployment](#deployment)
+- [Schedule Management](#schedule)
+- [Manual Execution](#manual)
+- [Troubleshooting](#troubleshooting)
+
+## Overview <a name="overview"></a>
+
+The service runs scheduled backups of PowerBI dashboard data by:
+1. Reading configuration from `table_name.json`
+2. Extracting Kusto queries from PowerBI files
+3. Executing queries and appending results to backup tables
+4. Adding timestamp metadata to track backup times
+
+### Architecture
+- **Container**: Python 3.12 with cron daemon
+- **Schedule**: Runs at 2am, 8am, 2pm, and 8pm UTC daily
+- **Authentication**: Azure device login (requires manual authentication for first run)
+- **Logging**: All operations logged to `/var/log/backup/backup.log`
+
+## Configuration <a name="configuration"></a>
+
+### Table Configuration File: `src/tables/table_name.json`
+
+This file defines which PowerBI tables to backup and where to store them.
+
+**Structure:**
+```json
+[
+  {
+    "name": "A-r0-na.tmdl",
+    "src_table": {
+      "cluster": "https://azcore.centralus.kusto.windows.net",
+      "database": "AzureCP",
+      "table": "source_table_name"
+    },
+    "dst_table": {
+      "cluster": "https://azcore.centralus.kusto.windows.net", 
+      "database": "destination_database",
+      "table": "PBICacheClusterCapacityStatus"
+    }
+  }
+]
+```
+
+**Parameters:**
+- `name`: PowerBI file name (must exist in `src/tables/` directory)
+- `src_table`: Source Kusto cluster/database configuration
+- `dst_table`: Destination backup table configuration
+
+### Generated Configuration
+
+After parsing, the service creates backup jobs with:
+```yaml
+backup-jobs:
+  - source: PowerBI query from A-r0-na.tmdl
+    destination: PBICacheClusterCapacityStatus table
+    schedule: "0 2,8,14,20 * * *"
+    timestamp: BackupTimeStamp column added automatically
+```
+
+## Deployment <a name="deployment"></a>
+
+### Available Scripts
+
+All scripts are located in the `deploy/` directory:
+
+#### Start Service
+```bash
+cd deploy/
+./start.sh
+```
+**What it does:**
+- Stops any existing container
+- Builds fresh Docker image with latest code
+- Starts new container with auto-restart policy
+- Shows container status and helpful commands
+
+#### Stop Service  
+```bash
+./stop.sh
+```
+**What it does:**
+- Stops the running container gracefully
+- Preserves container for restart
+- Provides next steps and commands
+
+#### Refresh Service
+```bash
+./refresh.sh  
+```
+**What it does:**
+- Stops current service
+- Rebuilds image with latest changes
+- Starts updated service
+- Useful after code or configuration changes
+
+#### Delete Service
+```bash
+./delete.sh
+```
+**What it does:**
+- Stops the service
+- Removes the Docker container completely
+- Removes the Docker image to free disk space
+- Complete cleanup for fresh deployment
+
+### Deployment Table
+
+<table>
+<tr>
+    <td>Command</td>
+    <td>Purpose</td>
+    <td>Container State After</td>
+    <td>Use Case</td>
+</tr>
+<tr>
+    <td>./start.sh</td>
+    <td>Deploy/Start service</td>
+    <td>Running</td>
+    <td>First deployment, restart after stop</td>
+</tr>
+<tr>
+    <td>./stop.sh</td>
+    <td>Stop service</td>
+    <td>Stopped (preserved)</td>
+    <td>Temporary shutdown, maintenance</td>
+</tr>
+<tr>
+    <td>./refresh.sh</td>
+    <td>Update and restart</td>
+    <td>Running (rebuilt)</td>
+    <td>After code/config changes</td>
+</tr>
+<tr>
+    <td>./delete.sh</td>
+    <td>Complete removal</td>
+    <td>Removed</td>
+    <td>Cleanup, fresh start, free space</td>
+</tr>
+</table>
+
+## Schedule Management <a name="schedule"></a>
+
+### Default Schedule
+
+The service runs every 6 hours:
+```bash
+# Current schedule in src/crontab
+0 2,8,14,20 * * * root cd /app/src && python backup_kusto_query_res.py >> /var/log/backup/backup.log 2>&1
+```
+
+### Modifying the Schedule
+
+1. **Edit the crontab file:**
+   ```bash
+   vi src/crontab
+   ```
+
+2. **Cron format:** `minute hour day month dayofweek`
+   ```bash
+   # Examples:
+   0 */4 * * *     # Every 4 hours
+   0 6,12,18 * * * # At 6am, 12pm, 6pm daily  
+   0 2 * * 1       # Every Monday at 2am
+   */30 * * * *    # Every 30 minutes
+   ```
+
+3. **Apply changes:**
+   ```bash
+   ./refresh.sh
+   ```
+
+### Schedule Examples
+
+<table>
+<tr>
+    <td>Schedule</td>
+    <td>Cron Expression</td>
+    <td>Description</td>
+</tr>
+<tr>
+    <td>Every hour</td>
+    <td>0 * * * *</td>
+    <td>At minute 0 of every hour</td>
+</tr>
+<tr>
+    <td>Every 6 hours</td>
+    <td>0 */6 * * *</td>
+    <td>At 00:00, 06:00, 12:00, 18:00</td>
+</tr>
+<tr>
+    <td>Daily at 3am</td>
+    <td>0 3 * * *</td>
+    <td>Once per day at 3:00 AM</td>
+</tr>
+<tr>
+    <td>Weekdays only</td>
+    <td>0 8 * * 1-5</td>
+    <td>8am Monday through Friday</td>
+</tr>
+</table>
+
+## Manual Execution <a name="manual"></a>
+
+### Run Backup Manually
+
+To manually trigger a backup without waiting for the scheduled time:
+
+```bash
+# Execute backup script inside running container
+docker exec -it dashboard-data-backup-container bash -c "cd /app/src && python backup_kusto_query_res.py"
+```
+
+### Debug and Inspect
+
+```bash
+# Check container status
+docker ps --filter "name=dashboard-data-backup-container"
+
+# View live logs
+docker logs -f dashboard-data-backup-container
+
+# Access container shell
+docker exec -it dashboard-data-backup-container bash
+
+# Check cron status inside container
+docker exec -it dashboard-data-backup-container service cron status
+
+# View cron jobs
+docker exec -it dashboard-data-backup-container crontab -l
+
+# Check backup logs
+docker exec -it dashboard-data-backup-container cat /var/log/backup/backup.log
+
+# List files in container
+docker exec -it dashboard-data-backup-container ls -la /app/src/
+```
+
+### Manual Commands Inside Container
+
+Once inside the container (`docker exec -it dashboard-data-backup-container bash`):
+
+```bash
+# Navigate to application directory
+cd /app/src
+
+# Run backup script directly
+python backup_kusto_query_res.py
+
+# Check configuration
+cat tables/table_name.json
+
+# Check cron schedule
+crontab -l
+
+# View recent logs
+tail -f /var/log/backup/backup.log
+
+# Test Python imports
+python -c "import util; print('Imports successful')"
+```
+
+## Troubleshooting <a name="troubleshooting"></a>
+
+### Common Issues
+
+1. **Authentication Required**
+   - First run requires device login authentication
+   - Follow the URL and code provided in logs
+
+2. **Configuration Errors**
+   - Verify `tables/table_name.json` format
+   - Check PowerBI file exists in `tables/` directory
+
+3. **Schedule Not Running**
+   - Check cron service: `docker exec -it dashboard-data-backup-container service cron status`
+   - Verify crontab: `docker exec -it dashboard-data-backup-container crontab -l`
+
+4. **Container Won't Start**
+   - Check Docker logs: `docker logs dashboard-data-backup-container`
+   - Rebuild service: `./refresh.sh`
+
+### Log Locations
+
+- **Container logs**: `docker logs dashboard-data-backup-container`
+- **Backup logs**: `/var/log/backup/backup.log` (inside container)
+- **Cron logs**: `/var/log/cron.log` (if enabled)
+
+### Getting Help
+
+```bash
+# Check service status
+docker ps --filter "name=dashboard-data-backup"
+
+# View configuration  
+docker exec -it dashboard-data-backup-container cat /app/src/tables/table_name.json
+
+# Test manual execution
+docker exec -it dashboard-data-backup-container bash -c "cd /app/src && python backup_kusto_query_res.py"
+```
diff --git a/src/dashboard-data-backup/config/dashboard-data-backup.yaml b/src/dashboard-data-backup/config/dashboard-data-backup.yaml
new file mode 100644
index 00000000..c9ea08f1
--- /dev/null
+++ b/src/dashboard-data-backup/config/dashboard-data-backup.yaml
@@ -0,0 +1,22 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+service_type: "common"
+
+configured: false
+environment: "prod"
+kusto-user-assigned-client-id: ""
\ No newline at end of file
diff --git a/src/dashboard-data-backup/config/dashboard_data_backup.py b/src/dashboard-data-backup/config/dashboard_data_backup.py
new file mode 100644
index 00000000..c3412ea2
--- /dev/null
+++ b/src/dashboard-data-backup/config/dashboard_data_backup.py
@@ -0,0 +1,26 @@
+#!/usr/bin/env python3
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+
+import copy
+
+
+class DashboardDataBackup(object):
+    def __init__(self, cluster_conf, service_conf, default_service_conf):
+        self.cluster_conf = cluster_conf
+        self.service_conf = dict(default_service_conf, **service_conf)
+
+    def validation_pre(self):
+        for k in ["configured", "kusto-user-assigned-client-id"]:
+            if k not in self.service_conf:
+                return False, f"{k} is not found in dashboard data backup service configuration"
+        return True, None
+
+    def run(self):
+        config = copy.deepcopy(self.service_conf)
+        return config
+
+    def validation_post(self, conf):
+        return True, None
diff --git a/src/dashboard-data-backup/deploy/dashboard-data-backup.yaml.template b/src/dashboard-data-backup/deploy/dashboard-data-backup.yaml.template
new file mode 100644
index 00000000..e80628c1
--- /dev/null
+++ b/src/dashboard-data-backup/deploy/dashboard-data-backup.yaml.template
@@ -0,0 +1,75 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: dashboard-data-backup
+  labels:
+    app: dashboard-data-backup
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: dashboard-data-backup
+  template:
+    metadata:
+      labels:
+        app: dashboard-data-backup
+    spec:
+      containers:
+      - name: dashboard-data-backup
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}dashboard-data-backup:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "100m"
+          limits:
+            memory: "1Gi"
+            cpu: "500m"
+        env:
+        - name: DEBUG_MODE
+          value: "no"
+        - name: TABLE_NAMES
+          value: "A-r0-na.tmdl"
+        - name: SRC_TABLE_CLUSTERS
+          value: "https://azcore.centralus.kusto.windows.net"
+        - name: SRC_TABLE_DBS
+          value: "Fc"
+        - name: SRC_TABLE_TABLES
+          value: "LogContainerPolicySnapshot"
+        - name: DST_TABLE_CLUSTERS
+          value: "https://luciatrainingplatform.westcentralus.kusto.windows.net/"
+        - name: DST_TABLE_DBS
+          value: "production"
+        - name: DST_TABLE_TABLES
+          value: "PBICacheClusterCapacityStatus"
+        - name: ENVIRONMENT
+          value: {{ cluster_cfg["dashboard-data-backup"]["environment"] | default("prod") }}
+        - name: KUSTO_USER_ASSIGNED_CLIENT_ID
+          value: {{ cluster_cfg["dashboard-data-backup"]["kusto-user-assigned-client-id"] | default(cluster_cfg["alert-manager"]["kusto-user-assigned-client-id"], true) }}
+        volumeMounts:
+        - name: backup-logs
+          mountPath: /var/log/backup
+        securityContext:
+          runAsUser: 0
+          runAsGroup: 0
+      volumes:
+      - name: backup-logs
+        emptyDir: {}
+      restartPolicy: Always
diff --git a/src/dashboard-data-backup/deploy/delete.sh b/src/dashboard-data-backup/deploy/delete.sh
new file mode 100755
index 00000000..6ae4e973
--- /dev/null
+++ b/src/dashboard-data-backup/deploy/delete.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -e  # Exit on any error
+
+kubectl delete --ignore-not-found --now deployment/dashboard-data-backup
+
+popd > /dev/null
diff --git a/src/dashboard-data-backup/deploy/refresh.sh b/src/dashboard-data-backup/deploy/refresh.sh
new file mode 100755
index 00000000..5d8b6baf
--- /dev/null
+++ b/src/dashboard-data-backup/deploy/refresh.sh
@@ -0,0 +1,39 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -e  # Exit on any error
+
+echo "Refreshing Dashboard Data Backup service..."
+echo "This will stop the current container, rebuild the image, and start a new container."
+echo ""
+
+# Get the directory of this script
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+cd "$SCRIPT_DIR"
+
+# Stop the service
+echo "Step 1: Stopping the service..."
+bash stop.sh
+
+echo ""
+echo "Step 2: Starting the service (this will rebuild if needed)..."
+bash start.sh
+
+echo ""
+echo "Dashboard Data Backup service refreshed successfully!"
diff --git a/src/dashboard-data-backup/deploy/service.yaml b/src/dashboard-data-backup/deploy/service.yaml
new file mode 100644
index 00000000..80c7e9ff
--- /dev/null
+++ b/src/dashboard-data-backup/deploy/service.yaml
@@ -0,0 +1,31 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+cluster-type:
+  - yarn
+  - k8s
+
+template-list:
+  - dashboard-data-backup.yaml
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+refresh-script: refresh.sh
+
+deploy-rules:
+  - in: pai-master
diff --git a/src/dashboard-data-backup/deploy/start.sh b/src/dashboard-data-backup/deploy/start.sh
new file mode 100755
index 00000000..1577ab37
--- /dev/null
+++ b/src/dashboard-data-backup/deploy/start.sh
@@ -0,0 +1,31 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -e  # Exit on any error
+
+echo "Starting Dashboard Data Backup deployment..."
+
+pushd $(dirname "$0") > /dev/null
+
+kubectl apply --overwrite=true -f dashboard-data-backup.yaml || exit $?
+
+# Wait until the service is ready.
+PYTHONPATH="../../../deployment" python -m k8sPaiLibrary.monitorTool.check_pod_ready_status -w -k app -v dashboard-data-backup || exit $?
+
+popd > /dev/null
diff --git a/src/dashboard-data-backup/deploy/stop.sh b/src/dashboard-data-backup/deploy/stop.sh
new file mode 100755
index 00000000..d90f3ece
--- /dev/null
+++ b/src/dashboard-data-backup/deploy/stop.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -e  # Exit on any error
+
+echo "Stopping Dashboard Data Backup service..."
+
+kubectl delete --ignore-not-found --now deployment/dashboard-data-backup
\ No newline at end of file
diff --git a/src/dashboard-data-backup/src/backup_kusto_query_res.py b/src/dashboard-data-backup/src/backup_kusto_query_res.py
new file mode 100644
index 00000000..6ad20d50
--- /dev/null
+++ b/src/dashboard-data-backup/src/backup_kusto_query_res.py
@@ -0,0 +1,101 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Dashboard Data Backup Service - Automated backup of PowerBI dashboard data to Kusto tables via cron."""
+
+import os
+import json
+
+from util import KustoTable, extract_kusto_query_from_pbi
+
+def backup_append_table(config):
+    """
+    Backup PowerBI dashboard data to Kusto table.
+    Extracts query from .tmdl file, executes it, and appends results with timestamp.
+    Creates destination table if it doesn't exist.
+    """
+    
+    name = config.get('name', 'unsupported')
+    print(f'Backup and append table: {name}')
+    
+    # Initialize Kusto table connections for source and destination
+    src_table = KustoTable(**config['src_table'])
+    dst_table = KustoTable(**config['dst_table'])
+
+    # Build path to PowerBI .tmdl file containing the query
+    curr_dir = os.path.dirname(os.path.abspath(__file__))
+    src_query_path = os.path.join(curr_dir, 'tables', name)
+    print(f'src_query_path: {src_query_path}')
+
+    # Extract and enhance the Kusto query with backup timestamp
+    src_query = extract_kusto_query_from_pbi(src_query_path)
+    src_query_extended = src_query + f'\n| extend BackupTimeStamp = now()'
+    print(f'src_query_extended: {src_query_extended}')
+
+    # Check if destination backup table exists, create if needed
+    cache_exists = dst_table.check_table_existence()
+    print(f"STEP 1: cache table exists: {cache_exists}")
+    if not cache_exists:
+        # Create table with schema inferred from first query execution
+        dst_table.create_and_set_table(src_query_extended)
+        print(f"STEP 2: dst table does not exist, creating it.")
+
+    # Execute query and append results to backup table
+    print(f"STEP 3: ingesting data into cache table.")
+    dst_table.update_table_append(src_query_extended)
+
+
+def main():
+    """
+    Main entry point for dashboard data backup service.
+    Reads configurations from env or tables/table_name.json based on DEBUG_MODE.
+    """
+    debug_mode = os.environ.get("DEBUG_MODE", "no")
+    configs = []
+    if debug_mode != "no":
+        # Debug mode: read from JSON file
+        with open('tables/table_name.json') as f:
+            configs = json.load(f)
+    else:
+        # Online mode: read from envs, support multiple tables separated by "'"
+        table_names = os.environ.get("TABLE_NAMES", "")
+        src_clusters = os.environ.get("SRC_TABLE_CLUSTERS", "")
+        src_dbs = os.environ.get("SRC_TABLE_DBS", "")
+        src_tables = os.environ.get("SRC_TABLE_TABLES", "")
+        dst_clusters = os.environ.get("DST_TABLE_CLUSTERS", "")
+        dst_dbs = os.environ.get("DST_TABLE_DBS", "")
+        dst_tables = os.environ.get("DST_TABLE_TABLES", "")
+
+        # Split by "'" to support multiple tables
+        names = table_names.split("'")
+        src_clusters = src_clusters.split("'")
+        src_dbs = src_dbs.split("'")
+        src_tables = src_tables.split("'")
+        dst_clusters = dst_clusters.split("'")
+        dst_dbs = dst_dbs.split("'")
+        dst_tables = dst_tables.split("'")
+
+        if not (len(names) == len(src_clusters) == len(src_dbs) == len(src_tables) == len(dst_clusters) == len(dst_dbs) == len(dst_tables)):
+            raise ValueError("Mismatch in number of elements for table configuration environment variables.")
+        for i in range(len(names)):
+            config = {
+                "name": names[i],
+                "src_table": {
+                    "cluster": src_clusters[i],
+                    "db": src_dbs[i],
+                    "table": src_tables[i]
+                },
+                "dst_table": {
+                    "cluster": dst_clusters[i],
+                    "db": dst_dbs[i],
+                    "table": dst_tables[i]
+                }
+            }
+            configs.append(config)
+
+    for config in configs:
+        print(f'config is {config}')
+        backup_append_table(config)
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/src/dashboard-data-backup/src/crontab b/src/dashboard-data-backup/src/crontab
new file mode 100644
index 00000000..3f8f819d
--- /dev/null
+++ b/src/dashboard-data-backup/src/crontab
@@ -0,0 +1,9 @@
+
+# Use bash for all cron jobs
+SHELL=/bin/bash
+# Save environment variables at each scheduled run
+0 1,7,13,19 * * * set -a; . /etc/container_environment; printenv > /var/log/backup/cron_env.log
+# * * * * * set -a; . /etc/container_environment; printenv > /var/log/backup/cron_env.log
+# Run backup script at 2am, 8am, 2pm, and 8pm UTC
+0 2,8,14,20 * * * set -a; . /etc/container_environment; cd /app/src && /usr/local/bin/python3 backup_kusto_query_res.py 2>&1 | tee -a /var/log/backup/backup.log
+# * * * * * set -a; . /etc/container_environment; cd /app/src && /usr/local/bin/python3 backup_kusto_query_res.py 2>&1 | tee -a /var/log/backup/backup.log
diff --git a/src/dashboard-data-backup/src/requirements.txt b/src/dashboard-data-backup/src/requirements.txt
new file mode 100644
index 00000000..935a0002
--- /dev/null
+++ b/src/dashboard-data-backup/src/requirements.txt
@@ -0,0 +1,5 @@
+# Add your Python dependencies here
+# For example:
+# pandas
+
+azure-kusto-data
\ No newline at end of file
diff --git a/src/dashboard-data-backup/src/tables/.gitignore b/src/dashboard-data-backup/src/tables/.gitignore
new file mode 100755
index 00000000..e902e3b9
--- /dev/null
+++ b/src/dashboard-data-backup/src/tables/.gitignore
@@ -0,0 +1,3 @@
+# Ignore everything in this directory
+*.tmdl
+
diff --git a/src/dashboard-data-backup/src/tables/table_name.json b/src/dashboard-data-backup/src/tables/table_name.json
new file mode 100644
index 00000000..d604886d
--- /dev/null
+++ b/src/dashboard-data-backup/src/tables/table_name.json
@@ -0,0 +1,15 @@
+[
+  {
+    "name": "A-r0-na.tmdl",
+    "src_table": {
+      "cluster": "https://azcore.centralus.kusto.windows.net",
+      "db": "Fc",
+      "table": "LogContainerPolicySnapshot"
+    },
+    "dst_table": {
+      "cluster": "https://luciatrainingplatform.westcentralus.kusto.windows.net/",
+      "db": "production",
+      "table": "PBICacheClusterCapacityStatus"
+    }
+  }
+]
\ No newline at end of file
diff --git a/src/dashboard-data-backup/src/util.py b/src/dashboard-data-backup/src/util.py
new file mode 100644
index 00000000..93c89667
--- /dev/null
+++ b/src/dashboard-data-backup/src/util.py
@@ -0,0 +1,120 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Utility functions for Kusto operations and PowerBI query extraction."""
+
+import os
+import re
+from azure.kusto.data import KustoClient, KustoConnectionStringBuilder
+from azure.kusto.data.exceptions import KustoServiceError
+
+class KustoTable:
+    """
+    Kusto table operations wrapper.
+    Handles authentication, query execution, and table management operations.
+    """
+    def __init__(self, cluster, db, table):
+        self.cluster = cluster  # Kusto cluster URL
+        self.db = db  # Kusto database name
+        self.table = table  # Kusto table name
+        self.user_assigned_client_id = os.getenv(
+            "KUSTO_USER_ASSIGNED_CLIENT_ID", None)
+        self.env = os.getenv("ENVIRONMENT", "prod")
+
+    def execute_query(self, query):
+        """Execute Kusto query with proper authentication based on environment."""
+        if self.env != "prod":
+            kcsb = KustoConnectionStringBuilder.with_aad_device_authentication(self.cluster)
+        else:
+            kcsb = KustoConnectionStringBuilder.with_aad_managed_service_identity_authentication(
+                self.cluster, client_id=self.user_assigned_client_id)
+        client = KustoClient(kcsb)
+        try:
+            response = client.execute(self.db, query)
+            data = response.primary_results[0].to_dict()
+            return data
+        except KustoServiceError as ex:
+            print(f'An error occurred: {ex}')
+            return None
+
+    def get_table_entry_count(self):
+        """Get the number of entries in the table."""
+        query = f"{self.table} | count"
+        response = self.execute_query(query)
+        data = response.get('data', [])
+        if not data or len(data) == 0:
+            return None
+        count = data[0].get('Count', None)
+        return count
+
+    def check_table_existence(self):
+        """Check if the table exists in the database."""
+        query = f".show tables | where TableName == '{self.table}' | count"
+        response = self.execute_query(query)
+        print(f'response: {response}')
+        data = response.get('data', [])
+        if not data or len(data) == 0:
+            return None
+        count = data[0].get('Count', None)
+        if count is not None and count > 0:
+            print(f'Table {self.table} exists with {count} entries.')
+            return True
+        else:
+            print(f'Table {self.table} does not exist or could not be queried.')
+            return False
+
+    def create_and_set_table(self, src_query):
+        """Create and initialize table with data from source query."""
+        query = f".set {self.table} <| <<src_table>>"
+        query = query.replace('<<src_table>>', src_query)
+        response = self.execute_query(query)
+        print(f'Debug: response: {response}')
+        if response is not None:
+            print(f'Cache table {self.table} initialized successfully.')
+        else:
+            print(f'Failed to initialize cache table {self.table}.')
+
+    def update_table_append(self, src_query):
+        """Append data from source query to existing table."""
+        query = f".append {self.table} <| <<src_table>>"
+        query = query.replace('<<src_table>>', src_query)
+        print(f'Debug: update_table_append query: {query}')
+        response = self.execute_query(query)
+        print(f'Debug: response: {response}')
+        if response is not None:
+            print(f'Data appended successfully to cache table {self.table}.')
+        else:
+            print(f'Failed to append data to cache table {self.table}.')
+
+def extract_kusto_query_from_pbi(tmdl_file_path):
+    """
+    Extract Kusto query from PowerBI .tmdl file.
+    Parses AzureDataExplorer.Contents and returns the cleaned query string.
+    """
+    try:
+        with open(tmdl_file_path, 'r', encoding='utf-8') as file:
+            tmdl_content = file.read()
+        # This pattern matches the entire content of AzureDataExplorer.Contents, including nested parentheses
+        query_pattern = r"Source = AzureDataExplorer\.Contents\((.*)\)\s*in"
+        # Search for the query in the file content
+        match = re.search(query_pattern, tmdl_content, re.DOTALL)
+        if match:
+            # Extract the query and clean up line breaks and special characters
+            power_query = match.group(1)
+            parts = re.split(r'(?<!")"(?!")', power_query)
+            if len(parts) > 5:
+                kusto_query = parts[5].strip().replace("#(lf)", "\n").replace('""', '"')
+                return kusto_query
+            else:
+                return None
+        else:
+            return None
+    except Exception as e:
+        print(f'Error while extracting Kusto query: {e}')
+        return None
+
+def get_query(file_path):
+    """Read and return query content from file."""
+    with open(file_path, 'r') as file:
+        query = file.read()
+    return query
\ No newline at end of file
diff --git a/src/database-controller/build/database-controller.common.dockerfile b/src/database-controller/build/database-controller.common.dockerfile
index 66466055..956695d8 100644
--- a/src/database-controller/build/database-controller.common.dockerfile
+++ b/src/database-controller/build/database-controller.common.dockerfile
@@ -3,6 +3,12 @@
 
 FROM node:20
 
+RUN npm install -g npm@latest
+
+RUN apt update && apt upgrade -y
+
+RUN apt purge -y subversion && apt autoremove -y
+
 WORKDIR /database-controller
 
 COPY ./src ./src
@@ -17,5 +23,4 @@ RUN npm install json -g
 RUN json -I -f package.json -e "this.paiVersion=\"`cat ../version/PAI.VERSION`\""
 RUN json -I -f package.json -e "this.paiCommitVersion=\"`cat ../version/COMMIT.VERSION`\""
 
-
 CMD ["sleep", "infinity"]
diff --git a/src/database-controller/sdk/.eslintrc.js b/src/database-controller/sdk/.eslintrc.js
index 703d6ae9..e5e2cfe1 100644
--- a/src/database-controller/sdk/.eslintrc.js
+++ b/src/database-controller/sdk/.eslintrc.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   plugins: ['eslint-plugin-prettier'],
   env: {
diff --git a/src/database-controller/sdk/package.json b/src/database-controller/sdk/package.json
index 6ddf043b..462fb103 100644
--- a/src/database-controller/sdk/package.json
+++ b/src/database-controller/sdk/package.json
@@ -8,18 +8,19 @@
   "main": "index.js",
   "license": "MIT",
   "dependencies": {
-    "pg": "^8.2.1",
-    "sequelize": "5.21.3"
+    "pg": "^8.15.6",
+    "sequelize": "6.37.7"
   },
   "devDependencies": {
-    "eslint": "6.2.2",
-    "eslint-config-prettier": "6.1.0",
-    "eslint-config-standard": "14.0.1",
-    "eslint-plugin-import": "2.18.2",
-    "eslint-plugin-node": "9.1.0",
-    "eslint-plugin-prettier": "3.1.0",
-    "eslint-plugin-promise": "4.2.1",
-    "eslint-plugin-standard": "4.0.1",
-    "prettier": "1.18.2"
+    "eslint": "^9.25.1",
+    "eslint-config-prettier": "10.1.2",
+    "eslint-config-standard": "17.1.0",
+    "eslint-plugin-import": "2.31.0",
+    "eslint-plugin-node": "11.1.0",
+    "eslint-plugin-prettier": "5.2.6",
+    "eslint-plugin-promise": "7.2.1",
+    "eslint-plugin-standard": "5.0.0",
+    "prettier": "3.5.3"
+
   }
 }
diff --git a/src/database-controller/sdk/prettier.config.js b/src/database-controller/sdk/prettier.config.js
index 219e71e4..6d44a659 100644
--- a/src/database-controller/sdk/prettier.config.js
+++ b/src/database-controller/sdk/prettier.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   semi: true,
   // Trailing commas help with git merging and conflict resolution
diff --git a/src/database-controller/sdk/yarn.lock b/src/database-controller/sdk/yarn.lock
index 9ea9cbbb..f0e8ca37 100644
--- a/src/database-controller/sdk/yarn.lock
+++ b/src/database-controller/sdk/yarn.lock
@@ -2,110 +2,262 @@
 # yarn lockfile v1
 
 
-"@babel/code-frame@^7.0.0":
-  version "7.10.4"
-  resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.10.4.tgz#168da1a36e90da68ae8d49c0f1b48c7c6249213a"
-  integrity sha512-vG6SvB6oYEhvgisZNFRmRCUkLz11c7rp+tbNTynGqc6mS1d5ATd/sGyV6W0KZZnXRKMTzZDRgQT3Ou9jhpAfUg==
+"@eslint-community/eslint-utils@^4.2.0", "@eslint-community/eslint-utils@^4.4.0":
+  version "4.6.1"
+  resolved "https://registry.yarnpkg.com/@eslint-community/eslint-utils/-/eslint-utils-4.6.1.tgz#e4c58fdcf0696e7a5f19c30201ed43123ab15abc"
+  integrity sha512-KTsJMmobmbrFLe3LDh0PC2FXpcSYJt/MLjlkh/9LEnmKYLSYmT/0EW9JWANjeoemiuZrmogti0tW5Ch+qNUYDw==
   dependencies:
-    "@babel/highlight" "^7.10.4"
+    eslint-visitor-keys "^3.4.3"
 
-"@babel/helper-validator-identifier@^7.10.4":
-  version "7.10.4"
-  resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.10.4.tgz#a78c7a7251e01f616512d31b10adcf52ada5e0d2"
-  integrity sha512-3U9y+43hz7ZM+rzG24Qe2mufW5KhvFg/NhnNph+i9mgCtdTCtMJuI1TMkrIUiK7Ix4PYlRF9I5dhqaLYA/ADXw==
+"@eslint-community/regexpp@^4.12.1":
+  version "4.12.1"
+  resolved "https://registry.yarnpkg.com/@eslint-community/regexpp/-/regexpp-4.12.1.tgz#cfc6cffe39df390a3841cde2abccf92eaa7ae0e0"
+  integrity sha512-CCZCDJuduB9OUkFkY2IgppNZMi2lBQgD2qzwXkEia16cge2pijY/aXi96CJMquDMn3nJdlPV1A5KrJEXwfLNzQ==
 
-"@babel/highlight@^7.10.4":
-  version "7.10.4"
-  resolved "https://registry.yarnpkg.com/@babel/highlight/-/highlight-7.10.4.tgz#7d1bdfd65753538fabe6c38596cdb76d9ac60143"
-  integrity sha512-i6rgnR/YgPEQzZZnbTHHuZdlE8qyoBNalD6F+q4vAFlcMEcqmkoG+mPqJYJCo63qPf74+Y1UZsl3l6f7/RIkmA==
+"@eslint/config-array@^0.20.0":
+  version "0.20.0"
+  resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.20.0.tgz#7a1232e82376712d3340012a2f561a2764d1988f"
+  integrity sha512-fxlS1kkIjx8+vy2SjuCB94q3htSNrufYTXubwiBFeaQHbH6Ipi43gFJq2zCMt6PHhImH3Xmr0NksKDvchWlpQQ==
   dependencies:
-    "@babel/helper-validator-identifier" "^7.10.4"
-    chalk "^2.0.0"
-    js-tokens "^4.0.0"
+    "@eslint/object-schema" "^2.1.6"
+    debug "^4.3.1"
+    minimatch "^3.1.2"
+
+"@eslint/config-helpers@^0.2.1":
+  version "0.2.1"
+  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.2.1.tgz#26042c028d1beee5ce2235a7929b91c52651646d"
+  integrity sha512-RI17tsD2frtDu/3dmI7QRrD4bedNKPM08ziRYaC5AhkGrzIAJelm9kJU1TznK+apx6V+cqRz8tfpEeG3oIyjxw==
+
+"@eslint/core@^0.13.0":
+  version "0.13.0"
+  resolved "https://registry.yarnpkg.com/@eslint/core/-/core-0.13.0.tgz#bf02f209846d3bf996f9e8009db62df2739b458c"
+  integrity sha512-yfkgDw1KR66rkT5A8ci4irzDysN7FRpq3ttJolR88OqQikAWqwA8j5VZyas+vjyBNFIJ7MfybJ9plMILI2UrCw==
+  dependencies:
+    "@types/json-schema" "^7.0.15"
+
+"@eslint/eslintrc@^3.3.1":
+  version "3.3.1"
+  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.1.tgz#e55f7f1dd400600dd066dbba349c4c0bac916964"
+  integrity sha512-gtF186CXhIl1p4pJNGZw8Yc6RlshoePRvE0X91oPGb3vZ8pM3qOS9W9NGPat9LziaBV7XrJWGylNQXkGcnM3IQ==
+  dependencies:
+    ajv "^6.12.4"
+    debug "^4.3.2"
+    espree "^10.0.1"
+    globals "^14.0.0"
+    ignore "^5.2.0"
+    import-fresh "^3.2.1"
+    js-yaml "^4.1.0"
+    minimatch "^3.1.2"
+    strip-json-comments "^3.1.1"
+
+"@eslint/js@9.25.1":
+  version "9.25.1"
+  resolved "https://registry.yarnpkg.com/@eslint/js/-/js-9.25.1.tgz#25f5c930c2b68b5ebe7ac857f754cbd61ef6d117"
+  integrity sha512-dEIwmjntEx8u3Uvv+kr3PDeeArL8Hw07H9kyYxCjnM9pBjfEhk6uLXSchxxzgiwtRhhzVzqmUSDFBOi1TuZ7qg==
+
+"@eslint/object-schema@^2.1.6":
+  version "2.1.6"
+  resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-2.1.6.tgz#58369ab5b5b3ca117880c0f6c0b0f32f6950f24f"
+  integrity sha512-RBMg5FRL0I0gs51M/guSAj5/e14VQ4tpZnQNWwuDT66P14I43ItmPfIZRhO9fUVIPOAQXU47atlywZ/czoqFPA==
+
+"@eslint/plugin-kit@^0.2.8":
+  version "0.2.8"
+  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.2.8.tgz#47488d8f8171b5d4613e833313f3ce708e3525f8"
+  integrity sha512-ZAoA40rNMPwSm+AeHpCq8STiNAwzWLJuP8Xv4CHIc9wv/PSuExjMrmjfYNj682vW0OOiZ1HKxzvjQr9XZIisQA==
+  dependencies:
+    "@eslint/core" "^0.13.0"
+    levn "^0.4.1"
+
+"@humanfs/core@^0.19.1":
+  version "0.19.1"
+  resolved "https://registry.yarnpkg.com/@humanfs/core/-/core-0.19.1.tgz#17c55ca7d426733fe3c561906b8173c336b40a77"
+  integrity sha512-5DyQ4+1JEUzejeK1JGICcideyfUbGixgS9jNgex5nqkW+cY7WZhxBigmieN5Qnw9ZosSNVC9KQKyb+GUaGyKUA==
+
+"@humanfs/node@^0.16.6":
+  version "0.16.6"
+  resolved "https://registry.yarnpkg.com/@humanfs/node/-/node-0.16.6.tgz#ee2a10eaabd1131987bf0488fd9b820174cd765e"
+  integrity sha512-YuI2ZHQL78Q5HbhDiBA1X4LmYdXCKCMQIfw0pw7piHJwyREFebJUvrQN4cMssyES6x+vfUbx1CIpaQUKYdQZOw==
+  dependencies:
+    "@humanfs/core" "^0.19.1"
+    "@humanwhocodes/retry" "^0.3.0"
+
+"@humanwhocodes/module-importer@^1.0.1":
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/@humanwhocodes/module-importer/-/module-importer-1.0.1.tgz#af5b2691a22b44be847b0ca81641c5fb6ad0172c"
+  integrity sha512-bxveV4V8v5Yb4ncFTT3rPSgZBOpCkjfK0y4oVVVJwIuDVBRMDXrPyXRL988i5ap9m9bnyEEjWfm5WkBmtffLfA==
+
+"@humanwhocodes/retry@^0.3.0":
+  version "0.3.1"
+  resolved "https://registry.yarnpkg.com/@humanwhocodes/retry/-/retry-0.3.1.tgz#c72a5c76a9fbaf3488e231b13dc52c0da7bab42a"
+  integrity sha512-JBxkERygn7Bv/GbN5Rv8Ul6LVknS+5Bp6RgDC/O8gEBU/yeH5Ui5C/OlWrTb6qct7LjjfT6Re2NxB0ln0yYybA==
+
+"@humanwhocodes/retry@^0.4.2":
+  version "0.4.2"
+  resolved "https://registry.yarnpkg.com/@humanwhocodes/retry/-/retry-0.4.2.tgz#1860473de7dfa1546767448f333db80cb0ff2161"
+  integrity sha512-xeO57FpIu4p1Ri3Jq/EXq4ClRm86dVF2z/+kvFnyqVYRavTZmaFaUBbWCOuuTh0o/g7DSsk6kc2vrS4Vl5oPOQ==
+
+"@pkgr/core@^0.2.3":
+  version "0.2.4"
+  resolved "https://registry.yarnpkg.com/@pkgr/core/-/core-0.2.4.tgz#d897170a2b0ba51f78a099edccd968f7b103387c"
+  integrity sha512-ROFF39F6ZrnzSUEmQQZUar0Jt4xVoP9WnDRdWwF4NNcXs3xBTLgBUDoOwW141y1jP+S8nahIbdxbFC7IShw9Iw==
+
+"@rtsao/scc@^1.1.0":
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/@rtsao/scc/-/scc-1.1.0.tgz#927dd2fae9bc3361403ac2c7a00c32ddce9ad7e8"
+  integrity sha512-zt6OdqaDoOnJ1ZYsCYGt9YmWzDXl4vQdKTyJev62gFhRGKdx7mcT54V9KIjg+d2wi9EXsPvAPKe7i7WjfVWB8g==
+
+"@types/debug@^4.1.8":
+  version "4.1.12"
+  resolved "https://registry.yarnpkg.com/@types/debug/-/debug-4.1.12.tgz#a155f21690871953410df4b6b6f53187f0500917"
+  integrity sha512-vIChWdVG3LG1SMxEvI/AK+FWJthlrqlTu7fbrlywTkkaONwk/UAGaULXRlf8vkzFBLVm0zkMdCquhL5aOjhXPQ==
+  dependencies:
+    "@types/ms" "*"
+
+"@types/estree@^1.0.6":
+  version "1.0.7"
+  resolved "https://registry.yarnpkg.com/@types/estree/-/estree-1.0.7.tgz#4158d3105276773d5b7695cd4834b1722e4f37a8"
+  integrity sha512-w28IoSUCJpidD/TGviZwwMJckNESJZXFu7NBZ5YJ4mEUnNraUn9Pm8HSZm/jDF1pDWYKspWE7oVphigUPRakIQ==
+
+"@types/json-schema@^7.0.15":
+  version "7.0.15"
+  resolved "https://registry.yarnpkg.com/@types/json-schema/-/json-schema-7.0.15.tgz#596a1747233694d50f6ad8a7869fcb6f56cf5841"
+  integrity sha512-5+fP8P8MFNC+AyZCDxrB2pkZFPGzqQWUzpSeuuVLvm8VMcorNYavBqoFcxK8bQz4Qsbn4oUEEem4wDLfcysGHA==
+
+"@types/json5@^0.0.29":
+  version "0.0.29"
+  resolved "https://registry.yarnpkg.com/@types/json5/-/json5-0.0.29.tgz#ee28707ae94e11d2b827bcbe5270bcea7f3e71ee"
+  integrity sha512-dRLjCWHYg4oaA77cxO64oO+7JwCwnIzkZPdrrC71jQmQtlhM556pwKo5bUzqvZndkVbeFLIIi+9TC40JNF5hNQ==
+
+"@types/ms@*":
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/@types/ms/-/ms-2.1.0.tgz#052aa67a48eccc4309d7f0191b7e41434b90bb78"
+  integrity sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA==
 
 "@types/node@*":
   version "14.0.14"
   resolved "https://registry.yarnpkg.com/@types/node/-/node-14.0.14.tgz#24a0b5959f16ac141aeb0c5b3cd7a15b7c64cbce"
   integrity sha512-syUgf67ZQpaJj01/tRTknkMNoBBLWJOBODF0Zm4NrXmiSuxjymFrxnTu1QVYRubhVkRcZLYZG8STTwJRdVm/WQ==
 
-acorn-jsx@^5.2.0:
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/acorn-jsx/-/acorn-jsx-5.2.0.tgz#4c66069173d6fdd68ed85239fc256226182b2ebe"
-  integrity sha512-HiUX/+K2YpkpJ+SzBffkM/AQ2YE03S0U1kjTLVpoJdhZMOWy8qvXVN9JdLqv2QsaQ6MPYQIuNmwD8zOiYUofLQ==
+"@types/validator@^13.7.17":
+  version "13.15.0"
+  resolved "https://registry.yarnpkg.com/@types/validator/-/validator-13.15.0.tgz#d4643730536900190bb476a1dda0a4897c8881e2"
+  integrity sha512-nh7nrWhLr6CBq9ldtw0wx+z9wKnnv/uTVLA9g/3/TcOYxbpOSZE+MhKPmWqU+K0NvThjhv12uD8MuqijB0WzEA==
+
+acorn-jsx@^5.3.2:
+  version "5.3.2"
+  resolved "https://registry.yarnpkg.com/acorn-jsx/-/acorn-jsx-5.3.2.tgz#7ed5bb55908b3b2f1bc55c6af1653bada7f07937"
+  integrity sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ==
 
-acorn@^7.1.1:
-  version "7.4.0"
-  resolved "https://registry.yarnpkg.com/acorn/-/acorn-7.4.0.tgz#e1ad486e6c54501634c6c397c5c121daa383607c"
-  integrity sha512-+G7P8jJmCHr+S+cLfQxygbWhXy+8YTVGzAkpEbcLo2mLoL7tij/VG41QSHACSf5QgYRhMZYHuNc6drJaO0Da+w==
+acorn@^8.14.0:
+  version "8.14.1"
+  resolved "https://registry.yarnpkg.com/acorn/-/acorn-8.14.1.tgz#721d5dc10f7d5b5609a891773d47731796935dfb"
+  integrity sha512-OvQ/2pUDKmgfCg++xsTX1wGxfTaszcHVcTctW4UJB4hibJx2HXxxO5UmVgyjMa+ZDsiaf5wWLXYpRWMmBI0QHg==
 
-ajv@^6.10.0, ajv@^6.10.2:
-  version "6.12.3"
-  resolved "https://registry.yarnpkg.com/ajv/-/ajv-6.12.3.tgz#18c5af38a111ddeb4f2697bd78d68abc1cabd706"
-  integrity sha512-4K0cK3L1hsqk9xIb2z9vs/XU+PGJZ9PNpJRDS9YLzmNdX6jmVPfamLvTJr0aDAusnHyCHO6MjzlkAsgtqp9teA==
+ajv@^6.12.4:
+  version "6.12.6"
+  resolved "https://registry.yarnpkg.com/ajv/-/ajv-6.12.6.tgz#baf5a62e802b07d977034586f8c3baf5adf26df4"
+  integrity sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==
   dependencies:
     fast-deep-equal "^3.1.1"
     fast-json-stable-stringify "^2.0.0"
     json-schema-traverse "^0.4.1"
     uri-js "^4.2.2"
 
-ansi-escapes@^3.2.0:
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/ansi-escapes/-/ansi-escapes-3.2.0.tgz#8780b98ff9dbf5638152d1f1fe5c1d7b4442976b"
-  integrity sha512-cBhpre4ma+U0T1oM5fXg7Dy1Jw7zzwv7lt/GoCpr+hDQJoYnKVPLL4dCvSEFMmQurOQvSrwT7SL/DAlhBI97RQ==
-
-ansi-regex@^3.0.0:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-3.0.1.tgz#123d6479e92ad45ad897d4054e3c7ca7db4944e1"
-  integrity sha512-+O9Jct8wf++lXxxFc4hc8LsjaSq0HFzzL7cVsw8pRDIPdjKD2mT4ytDZlLuSBZ4cLKZFXIrMGO7DbQCtMJJMKw==
-
-ansi-regex@^4.1.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-4.1.0.tgz#8b9f8f08cf1acb843756a839ca8c7e3168c51997"
-  integrity sha512-1apePfXM1UOSqw0o9IiFAovVz9M5S1Dg+4TrDwfMewQ6p/rmMueb7tWZjQ1rx4Loy1ArBggoqGpfqqdI4rondg==
-
-ansi-styles@^3.2.0, ansi-styles@^3.2.1:
-  version "3.2.1"
-  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-3.2.1.tgz#41fbb20243e50b12be0f04b8dedbf07520ce841d"
-  integrity sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==
+ansi-styles@^4.1.0:
+  version "4.3.0"
+  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-4.3.0.tgz#edd803628ae71c04c85ae7a0906edad34b648937"
+  integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
   dependencies:
-    color-convert "^1.9.0"
+    color-convert "^2.0.1"
 
-any-promise@^1.3.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/any-promise/-/any-promise-1.3.0.tgz#abc6afeedcea52e809cdc0376aed3ce39635d17f"
-  integrity sha1-q8av7tzqUugJzcA3au0845Y10X8=
+argparse@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/argparse/-/argparse-2.0.1.tgz#246f50f3ca78a3240f6c997e8a9bd1eac49e4b38"
+  integrity sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==
 
-argparse@^1.0.7:
-  version "1.0.10"
-  resolved "https://registry.yarnpkg.com/argparse/-/argparse-1.0.10.tgz#bcd6791ea5ae09725e17e5ad988134cd40b3d911"
-  integrity sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg==
+array-buffer-byte-length@^1.0.1, array-buffer-byte-length@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/array-buffer-byte-length/-/array-buffer-byte-length-1.0.2.tgz#384d12a37295aec3769ab022ad323a18a51ccf8b"
+  integrity sha512-LHE+8BuR7RYGDKvnrmcuSq3tDcKv9OFEXQt/HpbZhY7V6h0zlUXutnAD82GiFx9rdieCMjkvtcsPqBwgUl1Iiw==
   dependencies:
-    sprintf-js "~1.0.2"
+    call-bound "^1.0.3"
+    is-array-buffer "^3.0.5"
 
-array-includes@^3.0.3:
-  version "3.1.1"
-  resolved "https://registry.yarnpkg.com/array-includes/-/array-includes-3.1.1.tgz#cdd67e6852bdf9c1215460786732255ed2459348"
-  integrity sha512-c2VXaCHl7zPsvpkFsw4nxvFie4fh1ur9bpcgsVkIjqn0H/Xwdg+7fv3n2r/isyS8EBj5b06M9kHyZuIr4El6WQ==
+array-includes@^3.1.8:
+  version "3.1.8"
+  resolved "https://registry.yarnpkg.com/array-includes/-/array-includes-3.1.8.tgz#5e370cbe172fdd5dd6530c1d4aadda25281ba97d"
+  integrity sha512-itaWrbYbqpGXkGhZPGUulwnhVf5Hpy1xiCFsGqyIGglbBxmG5vSjxQen3/WGOjPpNEv1RtBLKxbmVXm8HpJStQ==
   dependencies:
-    define-properties "^1.1.3"
-    es-abstract "^1.17.0"
-    is-string "^1.0.5"
+    call-bind "^1.0.7"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.2"
+    es-object-atoms "^1.0.0"
+    get-intrinsic "^1.2.4"
+    is-string "^1.0.7"
 
-astral-regex@^1.0.0:
+array.prototype.findlastindex@^1.2.5:
+  version "1.2.6"
+  resolved "https://registry.yarnpkg.com/array.prototype.findlastindex/-/array.prototype.findlastindex-1.2.6.tgz#cfa1065c81dcb64e34557c9b81d012f6a421c564"
+  integrity sha512-F/TKATkzseUExPlfvmwQKGITM3DGTK+vkAsCZoDc5daVygbJBnjEUCbgkAvVFsgfXfX4YIqZ/27G3k3tdXrTxQ==
+  dependencies:
+    call-bind "^1.0.8"
+    call-bound "^1.0.4"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.9"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.1.1"
+    es-shim-unscopables "^1.1.0"
+
+array.prototype.flat@^1.3.2:
+  version "1.3.3"
+  resolved "https://registry.yarnpkg.com/array.prototype.flat/-/array.prototype.flat-1.3.3.tgz#534aaf9e6e8dd79fb6b9a9917f839ef1ec63afe5"
+  integrity sha512-rwG/ja1neyLqCuGZ5YYrznA62D4mZXg0i1cIskIUKSiqF3Cje9/wXAls9B9s1Wa2fomMsIv8czB8jZcPmxCXFg==
+  dependencies:
+    call-bind "^1.0.8"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.5"
+    es-shim-unscopables "^1.0.2"
+
+array.prototype.flatmap@^1.3.2:
+  version "1.3.3"
+  resolved "https://registry.yarnpkg.com/array.prototype.flatmap/-/array.prototype.flatmap-1.3.3.tgz#712cc792ae70370ae40586264629e33aab5dd38b"
+  integrity sha512-Y7Wt51eKJSyi80hFrJCePGGNo5ktJCslFuboqJsbf57CCPcm5zztluPlc4/aD8sWsKvlwatezpV4U1efk8kpjg==
+  dependencies:
+    call-bind "^1.0.8"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.5"
+    es-shim-unscopables "^1.0.2"
+
+arraybuffer.prototype.slice@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/arraybuffer.prototype.slice/-/arraybuffer.prototype.slice-1.0.4.tgz#9d760d84dbdd06d0cbf92c8849615a1a7ab3183c"
+  integrity sha512-BNoCY6SXXPQ7gF2opIP4GBE+Xw7U+pHMYKuzjgCN3GwiaIR09UUeKfheyIry77QtrCBlC0KK0q5/TER/tYh3PQ==
+  dependencies:
+    array-buffer-byte-length "^1.0.1"
+    call-bind "^1.0.8"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.5"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.6"
+    is-array-buffer "^3.0.4"
+
+async-function@^1.0.0:
   version "1.0.0"
-  resolved "https://registry.yarnpkg.com/astral-regex/-/astral-regex-1.0.0.tgz#6c8c3fb827dd43ee3918f27b82782ab7658a6fd9"
-  integrity sha512-+Ryf6g3BKoRc7jfp7ad8tM4TtMiaWvbF/1/sQcZPkkS7ag3D5nMBCe2UfOTONtAkaG0tO0ij3C5Lwmf1EiyjHg==
+  resolved "https://registry.yarnpkg.com/async-function/-/async-function-1.0.0.tgz#509c9fca60eaf85034c6829838188e4e4c8ffb2b"
+  integrity sha512-hsU18Ae8CDTR6Kgu9DYf0EbCr/a5iGL0rytQDobUcdpYOKokk8LEjVphnXkDkgpi0wYVsqrXuP0bZxJaTqdgoA==
+
+available-typed-arrays@^1.0.7:
+  version "1.0.7"
+  resolved "https://registry.yarnpkg.com/available-typed-arrays/-/available-typed-arrays-1.0.7.tgz#a5cc375d6a03c2efc87a553f3e0b1522def14846"
+  integrity sha512-wvUjBtSGN7+7SjNpq/9M2Tg350UZD3q62IFZLbRAR1bSMlCo1ZaeW+BJ+D090e4hIIZLBcTDWe4Mh4jvUDajzQ==
+  dependencies:
+    possible-typed-array-names "^1.0.0"
 
 balanced-match@^1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/balanced-match/-/balanced-match-1.0.0.tgz#89b4d199ab2bee49de164ea02b89ce462d71b767"
   integrity sha1-ibTRmasr7kneFk6gK4nORi1xt2c=
 
-bluebird@^3.5.0:
-  version "3.7.2"
-  resolved "https://registry.yarnpkg.com/bluebird/-/bluebird-3.7.2.tgz#9f229c15be272454ffa973ace0dbee79a1b0c36f"
-  integrity sha512-XpNj6GDQzdfW+r2Wnn7xiSAd7TM3jzkxGXBGTtWKuSXv1xUV+azxAm8jdWZN06QTQk+2N2XB9jRDkvbmQmcRtg==
-
 brace-expansion@^1.1.7:
   version "1.1.11"
   resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-1.1.11.tgz#3c7fcbf529d87226f3d2f52b966ff5271eb441dd"
@@ -114,266 +266,364 @@ brace-expansion@^1.1.7:
     balanced-match "^1.0.0"
     concat-map "0.0.1"
 
-buffer-writer@2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/buffer-writer/-/buffer-writer-2.0.0.tgz#ce7eb81a38f7829db09c873f2fbb792c0c98ec04"
-  integrity sha512-a7ZpuTZU1TRtnwyCNW3I5dc0wWNC3VR9S++Ewyk2HHZdrO3CQJqSpd+95Us590V6AL7JqUAH2IwZ/398PmNFgw==
-
-callsites@^3.0.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/callsites/-/callsites-3.1.0.tgz#b3630abd8943432f54b3f0519238e33cd7df2f73"
-  integrity sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ==
-
-chalk@^2.0.0, chalk@^2.1.0, chalk@^2.4.2:
-  version "2.4.2"
-  resolved "https://registry.yarnpkg.com/chalk/-/chalk-2.4.2.tgz#cd42541677a54333cf541a49108c1432b44c9424"
-  integrity sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==
+call-bind-apply-helpers@^1.0.0, call-bind-apply-helpers@^1.0.1, call-bind-apply-helpers@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz#4b5428c222be985d79c3d82657479dbe0b59b2d6"
+  integrity sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==
   dependencies:
-    ansi-styles "^3.2.1"
-    escape-string-regexp "^1.0.5"
-    supports-color "^5.3.0"
+    es-errors "^1.3.0"
+    function-bind "^1.1.2"
 
-chardet@^0.7.0:
-  version "0.7.0"
-  resolved "https://registry.yarnpkg.com/chardet/-/chardet-0.7.0.tgz#90094849f0937f2eedc2425d0d28a9e5f0cbad9e"
-  integrity sha512-mT8iDcrh03qDGRRmoA2hmBJnxpllMR+0/0qlzjqZES6NdiWDcZkCNAk4rPFZ9Q85r27unkiNNg8ZOiwZXBHwcA==
+call-bind@^1.0.7, call-bind@^1.0.8:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/call-bind/-/call-bind-1.0.8.tgz#0736a9660f537e3388826f440d5ec45f744eaa4c"
+  integrity sha512-oKlSFMcMwpUg2ednkhQ454wfWiU/ul3CkJe/PEHcTKuiX6RpbehUiFMXu13HalGZxfUwCQzZG747YXBn1im9ww==
+  dependencies:
+    call-bind-apply-helpers "^1.0.0"
+    es-define-property "^1.0.0"
+    get-intrinsic "^1.2.4"
+    set-function-length "^1.2.2"
 
-cli-cursor@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/cli-cursor/-/cli-cursor-2.1.0.tgz#b35dac376479facc3e94747d41d0d0f5238ffcb5"
-  integrity sha1-s12sN2R5+sw+lHR9QdDQ9SOP/LU=
+call-bound@^1.0.2, call-bound@^1.0.3, call-bound@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/call-bound/-/call-bound-1.0.4.tgz#238de935d2a2a692928c538c7ccfa91067fd062a"
+  integrity sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==
   dependencies:
-    restore-cursor "^2.0.0"
+    call-bind-apply-helpers "^1.0.2"
+    get-intrinsic "^1.3.0"
 
-cli-width@^2.0.0:
-  version "2.2.1"
-  resolved "https://registry.yarnpkg.com/cli-width/-/cli-width-2.2.1.tgz#b0433d0b4e9c847ef18868a4ef16fd5fc8271c48"
-  integrity sha512-GRMWDxpOB6Dgk2E5Uo+3eEBvtOOlimMmpbFiKuLFnQzYDavtLFY3K5ona41jgN/WdRZtG7utuVSVTL4HbZHGkw==
+callsites@^3.0.0:
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/callsites/-/callsites-3.1.0.tgz#b3630abd8943432f54b3f0519238e33cd7df2f73"
+  integrity sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ==
 
-cls-bluebird@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/cls-bluebird/-/cls-bluebird-2.1.0.tgz#37ef1e080a8ffb55c2f4164f536f1919e7968aee"
-  integrity sha1-N+8eCAqP+1XC9BZPU28ZGeeWiu4=
+chalk@^4.0.0:
+  version "4.1.2"
+  resolved "https://registry.yarnpkg.com/chalk/-/chalk-4.1.2.tgz#aac4e2b7734a740867aeb16bf02aad556a1e7a01"
+  integrity sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==
   dependencies:
-    is-bluebird "^1.0.2"
-    shimmer "^1.1.0"
+    ansi-styles "^4.1.0"
+    supports-color "^7.1.0"
 
-color-convert@^1.9.0:
-  version "1.9.3"
-  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-1.9.3.tgz#bb71850690e1f136567de629d2d5471deda4c1e8"
-  integrity sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==
+color-convert@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
+  integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
   dependencies:
-    color-name "1.1.3"
+    color-name "~1.1.4"
 
-color-name@1.1.3:
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.3.tgz#a7d0558bd89c42f795dd42328f740831ca53bc25"
-  integrity sha1-p9BVi9icQveV3UIyj3QIMcpTvCU=
+color-name@~1.1.4:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
+  integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
 
 concat-map@0.0.1:
   version "0.0.1"
   resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
   integrity sha1-2Klr13/Wjfd5OnMDajug1UBdR3s=
 
-contains-path@^0.1.0:
-  version "0.1.0"
-  resolved "https://registry.yarnpkg.com/contains-path/-/contains-path-0.1.0.tgz#fe8cf184ff6670b6baef01a9d4861a5cbec4120a"
-  integrity sha1-/ozxhP9mcLa67wGp1IYaXL7EEgo=
+cross-spawn@^7.0.6:
+  version "7.0.6"
+  resolved "https://registry.yarnpkg.com/cross-spawn/-/cross-spawn-7.0.6.tgz#8a58fe78f00dcd70c370451759dfbfaf03e8ee9f"
+  integrity sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==
+  dependencies:
+    path-key "^3.1.0"
+    shebang-command "^2.0.0"
+    which "^2.0.1"
+
+data-view-buffer@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/data-view-buffer/-/data-view-buffer-1.0.2.tgz#211a03ba95ecaf7798a8c7198d79536211f88570"
+  integrity sha512-EmKO5V3OLXh1rtK2wgXRansaK1/mtVdTUEiEI0W8RkvgT05kfxaH29PliLnpLP73yYO6142Q72QNa8Wx/A5CqQ==
+  dependencies:
+    call-bound "^1.0.3"
+    es-errors "^1.3.0"
+    is-data-view "^1.0.2"
 
-cross-spawn@^6.0.5:
-  version "6.0.5"
-  resolved "https://registry.yarnpkg.com/cross-spawn/-/cross-spawn-6.0.5.tgz#4a5ec7c64dfae22c3a14124dbacdee846d80cbc4"
-  integrity sha512-eTVLrBSt7fjbDygz805pMnstIs2VTBNkRm0qxZd+M7A5XDdxVRWO5MxGBXZhjY4cqLYLdtrGqRf8mBPmzwSpWQ==
+data-view-byte-length@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/data-view-byte-length/-/data-view-byte-length-1.0.2.tgz#9e80f7ca52453ce3e93d25a35318767ea7704735"
+  integrity sha512-tuhGbE6CfTM9+5ANGf+oQb72Ky/0+s3xKUpHvShfiz2RxMFgFPjsXuRLBVMtvMs15awe45SRb83D6wH4ew6wlQ==
   dependencies:
-    nice-try "^1.0.4"
-    path-key "^2.0.1"
-    semver "^5.5.0"
-    shebang-command "^1.2.0"
-    which "^1.2.9"
+    call-bound "^1.0.3"
+    es-errors "^1.3.0"
+    is-data-view "^1.0.2"
 
-debug@^2.6.9:
-  version "2.6.9"
-  resolved "https://registry.yarnpkg.com/debug/-/debug-2.6.9.tgz#5d128515df134ff327e90a4c93f4e077a536341f"
-  integrity sha512-bC7ElrdJaJnPbAP+1EotYvqZsb3ecl5wi6Bfi6BJTUcNowp6cvspg0jXznRTKDjm/E7AdgFBVeAPVMNcKGsHMA==
+data-view-byte-offset@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/data-view-byte-offset/-/data-view-byte-offset-1.0.1.tgz#068307f9b71ab76dbbe10291389e020856606191"
+  integrity sha512-BS8PfmtDGnrgYdOonGZQdLZslWIeCGFP9tpan0hi1Co2Zr2NKADsvGYA8XxuG/4UWgJ6Cjtv+YJnB6MM69QGlQ==
   dependencies:
-    ms "2.0.0"
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    is-data-view "^1.0.1"
 
-debug@^4.0.1, debug@^4.1.1:
-  version "4.1.1"
-  resolved "https://registry.yarnpkg.com/debug/-/debug-4.1.1.tgz#3b72260255109c6b589cee050f1d516139664791"
-  integrity sha512-pYAIzeRo8J6KPEaJ0VWOh5Pzkbw/RetuzehGM7QRRX5he4fPHx2rdKMB256ehJCkX+XRQm16eZLqLNS8RSZXZw==
+debug@^3.2.7:
+  version "3.2.7"
+  resolved "https://registry.yarnpkg.com/debug/-/debug-3.2.7.tgz#72580b7e9145fb39b6676f9c5e5fb100b934179a"
+  integrity sha512-CFjzYYAi4ThfiQvizrFQevTTXHtnCqWfe7x1AhgEscTz6ZbLbfoLRLPugTQyBth6f8ZERVUSyWHFD/7Wu4t1XQ==
   dependencies:
     ms "^2.1.1"
 
-deep-is@~0.1.3:
-  version "0.1.3"
-  resolved "https://registry.yarnpkg.com/deep-is/-/deep-is-0.1.3.tgz#b369d6fb5dbc13eecf524f91b070feedc357cf34"
-  integrity sha1-s2nW+128E+7PUk+RsHD+7cNXzzQ=
+debug@^4.3.1, debug@^4.3.2, debug@^4.3.4:
+  version "4.4.0"
+  resolved "https://registry.yarnpkg.com/debug/-/debug-4.4.0.tgz#2b3f2aea2ffeb776477460267377dc8710faba8a"
+  integrity sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA==
+  dependencies:
+    ms "^2.1.3"
+
+deep-is@^0.1.3:
+  version "0.1.4"
+  resolved "https://registry.yarnpkg.com/deep-is/-/deep-is-0.1.4.tgz#a6f2dce612fadd2ef1f519b73551f17e85199831"
+  integrity sha512-oIPzksmTg4/MriiaYGO+okXDT7ztn/w3Eptv/+gSIdMdKsJo0u4CfYNFJPy+4SKMuCqGw2wxnA+URMg3t8a/bQ==
 
-define-properties@^1.1.2, define-properties@^1.1.3:
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/define-properties/-/define-properties-1.1.3.tgz#cf88da6cbee26fe6db7094f61d870cbd84cee9f1"
-  integrity sha512-3MqfYKj2lLzdMSf8ZIZE/V+Zuy+BgD6f164e8K2w7dgnpKArBDerGYpM46IYYcjnkdPNMjPk9A6VFB8+3SKlXQ==
+define-data-property@^1.0.1, define-data-property@^1.1.4:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/define-data-property/-/define-data-property-1.1.4.tgz#894dc141bb7d3060ae4366f6a0107e68fbe48c5e"
+  integrity sha512-rBMvIzlpA8v6E+SJZoo++HAYqsLrkg7MSfIinMPFhmkorw7X+dOXVJQs+QT69zGkzMyfDnIMN2Wid1+NbL3T+A==
   dependencies:
-    object-keys "^1.0.12"
+    es-define-property "^1.0.0"
+    es-errors "^1.3.0"
+    gopd "^1.0.1"
 
-doctrine@1.5.0:
-  version "1.5.0"
-  resolved "https://registry.yarnpkg.com/doctrine/-/doctrine-1.5.0.tgz#379dce730f6166f76cefa4e6707a159b02c5a6fa"
-  integrity sha1-N53Ocw9hZvds76TmcHoVmwLFpvo=
+define-properties@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/define-properties/-/define-properties-1.2.1.tgz#10781cc616eb951a80a034bafcaa7377f6af2b6c"
+  integrity sha512-8QmQKqEASLd5nx0U1B1okLElbUuuttJ/AnYmRXbbbGDWh6uS208EjD4Xqq/I9wK7u0v6O08XhTWnt5XtEbR6Dg==
   dependencies:
-    esutils "^2.0.2"
-    isarray "^1.0.0"
+    define-data-property "^1.0.1"
+    has-property-descriptors "^1.0.0"
+    object-keys "^1.1.1"
 
-doctrine@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/doctrine/-/doctrine-3.0.0.tgz#addebead72a6574db783639dc87a121773973961"
-  integrity sha512-yS+Q5i3hBf7GBkd4KG8a7eBNNWNGLTaEwwYWUijIYM7zrlYDM0BFXHjjPWlWZ1Rg7UaddZeIDmi9jF3HmqiQ2w==
+doctrine@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/doctrine/-/doctrine-2.1.0.tgz#5cd01fc101621b42c4cd7f5d1a66243716d3f39d"
+  integrity sha512-35mSku4ZXK0vfCuHEDAwt55dg2jNajHZ1odvF+8SSr82EsZY4QmXfuWso8oEd8zRhVObSN18aM0CjSdoBX7zIw==
   dependencies:
     esutils "^2.0.2"
 
-dottie@^2.0.0:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/dottie/-/dottie-2.0.2.tgz#cc91c0726ce3a054ebf11c55fbc92a7f266dd154"
-  integrity sha512-fmrwR04lsniq/uSr8yikThDTrM7epXHBAAjH9TbeH3rEA8tdCO7mRzB9hdmdGyJCxF8KERo9CITcm3kGuoyMhg==
-
-emoji-regex@^7.0.1:
-  version "7.0.3"
-  resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-7.0.3.tgz#933a04052860c85e83c122479c4748a8e4c72156"
-  integrity sha512-CwBLREIQ7LvYFB0WyRvwhq5N5qPhc6PMjD6bYggFlI5YyDgl+0vxq5VHbMOFqLg7hfWzmu8T5Z1QofhmTIhItA==
-
-error-ex@^1.2.0:
-  version "1.3.2"
-  resolved "https://registry.yarnpkg.com/error-ex/-/error-ex-1.3.2.tgz#b4ac40648107fdcdcfae242f428bea8a14d4f1bf"
-  integrity sha512-7dFHNmqeFSEt2ZBsCriorKnn3Z2pj+fd9kmI6QoWw4//DL+icEBfc0U7qJCisqrTsKTjw4fNFy2pW9OqStD84g==
-  dependencies:
-    is-arrayish "^0.2.1"
-
-es-abstract@^1.17.0, es-abstract@^1.17.0-next.1, es-abstract@^1.17.5:
-  version "1.17.6"
-  resolved "https://registry.yarnpkg.com/es-abstract/-/es-abstract-1.17.6.tgz#9142071707857b2cacc7b89ecb670316c3e2d52a"
-  integrity sha512-Fr89bON3WFyUi5EvAeI48QTWX0AyekGgLA8H+c+7fbfCkJwRWRMLd8CQedNEyJuoYYhmtEqY92pgte1FAhBlhw==
-  dependencies:
-    es-to-primitive "^1.2.1"
-    function-bind "^1.1.1"
-    has "^1.0.3"
-    has-symbols "^1.0.1"
-    is-callable "^1.2.0"
-    is-regex "^1.1.0"
-    object-inspect "^1.7.0"
+dottie@^2.0.6:
+  version "2.0.6"
+  resolved "https://registry.yarnpkg.com/dottie/-/dottie-2.0.6.tgz#34564ebfc6ec5e5772272d466424ad5b696484d4"
+  integrity sha512-iGCHkfUc5kFekGiqhe8B/mdaurD+lakO9txNnTvKtA6PISrw86LgqHvRzWYPyoE2Ph5aMIrCw9/uko6XHTKCwA==
+
+dunder-proto@^1.0.0, dunder-proto@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/dunder-proto/-/dunder-proto-1.0.1.tgz#d7ae667e1dc83482f8b70fd0f6eefc50da30f58a"
+  integrity sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==
+  dependencies:
+    call-bind-apply-helpers "^1.0.1"
+    es-errors "^1.3.0"
+    gopd "^1.2.0"
+
+es-abstract@^1.23.2, es-abstract@^1.23.5, es-abstract@^1.23.9:
+  version "1.23.9"
+  resolved "https://registry.yarnpkg.com/es-abstract/-/es-abstract-1.23.9.tgz#5b45994b7de78dada5c1bebf1379646b32b9d606"
+  integrity sha512-py07lI0wjxAC/DcfK1S6G7iANonniZwTISvdPzk9hzeH0IZIshbuuFxLIU96OyF89Yb9hiqWn8M/bY83KY5vzA==
+  dependencies:
+    array-buffer-byte-length "^1.0.2"
+    arraybuffer.prototype.slice "^1.0.4"
+    available-typed-arrays "^1.0.7"
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
+    data-view-buffer "^1.0.2"
+    data-view-byte-length "^1.0.2"
+    data-view-byte-offset "^1.0.1"
+    es-define-property "^1.0.1"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.0.0"
+    es-set-tostringtag "^2.1.0"
+    es-to-primitive "^1.3.0"
+    function.prototype.name "^1.1.8"
+    get-intrinsic "^1.2.7"
+    get-proto "^1.0.0"
+    get-symbol-description "^1.1.0"
+    globalthis "^1.0.4"
+    gopd "^1.2.0"
+    has-property-descriptors "^1.0.2"
+    has-proto "^1.2.0"
+    has-symbols "^1.1.0"
+    hasown "^2.0.2"
+    internal-slot "^1.1.0"
+    is-array-buffer "^3.0.5"
+    is-callable "^1.2.7"
+    is-data-view "^1.0.2"
+    is-regex "^1.2.1"
+    is-shared-array-buffer "^1.0.4"
+    is-string "^1.1.1"
+    is-typed-array "^1.1.15"
+    is-weakref "^1.1.0"
+    math-intrinsics "^1.1.0"
+    object-inspect "^1.13.3"
     object-keys "^1.1.1"
-    object.assign "^4.1.0"
-    string.prototype.trimend "^1.0.1"
-    string.prototype.trimstart "^1.0.1"
+    object.assign "^4.1.7"
+    own-keys "^1.0.1"
+    regexp.prototype.flags "^1.5.3"
+    safe-array-concat "^1.1.3"
+    safe-push-apply "^1.0.0"
+    safe-regex-test "^1.1.0"
+    set-proto "^1.0.0"
+    string.prototype.trim "^1.2.10"
+    string.prototype.trimend "^1.0.9"
+    string.prototype.trimstart "^1.0.8"
+    typed-array-buffer "^1.0.3"
+    typed-array-byte-length "^1.0.3"
+    typed-array-byte-offset "^1.0.4"
+    typed-array-length "^1.0.7"
+    unbox-primitive "^1.1.0"
+    which-typed-array "^1.1.18"
+
+es-define-property@^1.0.0, es-define-property@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/es-define-property/-/es-define-property-1.0.1.tgz#983eb2f9a6724e9303f61addf011c72e09e0b0fa"
+  integrity sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==
 
-es-to-primitive@^1.2.1:
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/es-to-primitive/-/es-to-primitive-1.2.1.tgz#e55cd4c9cdc188bcefb03b366c736323fc5c898a"
-  integrity sha512-QCOllgZJtaUo9miYBcLChTUaHNjJF3PYs1VidD7AwiEj1kYxKeQTctLAezAOH5ZKRH0g2IgPn6KwB4IT8iRpvA==
+es-errors@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/es-errors/-/es-errors-1.3.0.tgz#05f75a25dab98e4fb1dcd5e1472c0546d5057c8f"
+  integrity sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==
+
+es-object-atoms@^1.0.0, es-object-atoms@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/es-object-atoms/-/es-object-atoms-1.1.1.tgz#1c4f2c4837327597ce69d2ca190a7fdd172338c1"
+  integrity sha512-FGgH2h8zKNim9ljj7dankFPcICIK9Cp5bm+c2gQSYePhpaG5+esrLODihIorn+Pe6FGJzWhXQotPv73jTaldXA==
   dependencies:
-    is-callable "^1.1.4"
-    is-date-object "^1.0.1"
-    is-symbol "^1.0.2"
+    es-errors "^1.3.0"
 
-escape-string-regexp@^1.0.5:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz#1b61c0562190a8dff6ae3bb2cf0200ca130b86d4"
-  integrity sha1-G2HAViGQqN/2rjuyzwIAyhMLhtQ=
-
-eslint-config-prettier@6.1.0:
-  version "6.1.0"
-  resolved "https://registry.yarnpkg.com/eslint-config-prettier/-/eslint-config-prettier-6.1.0.tgz#e6f678ba367fbd1273998d5510f76f004e9dce7b"
-  integrity sha512-k9fny9sPjIBQ2ftFTesJV21Rg4R/7a7t7LCtZVrYQiHEp8Nnuk3EGaDmsKSAnsPj0BYcgB2zxzHa2NTkIxcOLg==
-  dependencies:
-    get-stdin "^6.0.0"
-
-eslint-config-standard@14.0.1:
-  version "14.0.1"
-  resolved "https://registry.yarnpkg.com/eslint-config-standard/-/eslint-config-standard-14.0.1.tgz#375c3636fb4bd453cb95321d873de12e4eef790b"
-  integrity sha512-1RWsAKTDTZgA8bIM6PSC9aTGDAUlKqNkYNJlTZ5xYD/HYkIM6GlcefFvgcJ8xi0SWG5203rttKYX28zW+rKNOg==
-
-eslint-import-resolver-node@^0.3.2:
-  version "0.3.4"
-  resolved "https://registry.yarnpkg.com/eslint-import-resolver-node/-/eslint-import-resolver-node-0.3.4.tgz#85ffa81942c25012d8231096ddf679c03042c717"
-  integrity sha512-ogtf+5AB/O+nM6DIeBUNr2fuT7ot9Qg/1harBfBtaP13ekEWFQEEMP94BCB7zaNW3gyY+8SHYF00rnqYwXKWOA==
-  dependencies:
-    debug "^2.6.9"
-    resolve "^1.13.1"
-
-eslint-module-utils@^2.4.0:
-  version "2.6.0"
-  resolved "https://registry.yarnpkg.com/eslint-module-utils/-/eslint-module-utils-2.6.0.tgz#579ebd094f56af7797d19c9866c9c9486629bfa6"
-  integrity sha512-6j9xxegbqe8/kZY8cYpcp0xhbK0EgJlg3g9mib3/miLaExuuwc3n5UEfSnU6hWMbT0FAYVvDbL9RrRgpUeQIvA==
-  dependencies:
-    debug "^2.6.9"
-    pkg-dir "^2.0.0"
-
-eslint-plugin-es@^1.4.0:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-es/-/eslint-plugin-es-1.4.1.tgz#12acae0f4953e76ba444bfd1b2271081ac620998"
-  integrity sha512-5fa/gR2yR3NxQf+UXkeLeP8FBBl6tSgdrAz1+cF84v1FMM4twGwQoqTnn+QxFLcPOrF4pdKEJKDB/q9GoyJrCA==
-  dependencies:
-    eslint-utils "^1.4.2"
-    regexpp "^2.0.1"
-
-eslint-plugin-import@2.18.2:
-  version "2.18.2"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-import/-/eslint-plugin-import-2.18.2.tgz#02f1180b90b077b33d447a17a2326ceb400aceb6"
-  integrity sha512-5ohpsHAiUBRNaBWAF08izwUGlbrJoJJ+W9/TBwsGoR1MnlgfwMIKrFeSjWbt6moabiXW9xNvtFz+97KHRfI4HQ==
-  dependencies:
-    array-includes "^3.0.3"
-    contains-path "^0.1.0"
-    debug "^2.6.9"
-    doctrine "1.5.0"
-    eslint-import-resolver-node "^0.3.2"
-    eslint-module-utils "^2.4.0"
-    has "^1.0.3"
-    minimatch "^3.0.4"
-    object.values "^1.1.0"
-    read-pkg-up "^2.0.0"
-    resolve "^1.11.0"
+es-set-tostringtag@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/es-set-tostringtag/-/es-set-tostringtag-2.1.0.tgz#f31dbbe0c183b00a6d26eb6325c810c0fd18bd4d"
+  integrity sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA==
+  dependencies:
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.6"
+    has-tostringtag "^1.0.2"
+    hasown "^2.0.2"
+
+es-shim-unscopables@^1.0.2, es-shim-unscopables@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/es-shim-unscopables/-/es-shim-unscopables-1.1.0.tgz#438df35520dac5d105f3943d927549ea3b00f4b5"
+  integrity sha512-d9T8ucsEhh8Bi1woXCf+TIKDIROLG5WCkxg8geBCbvk22kzwC5G2OnXVMO6FUsvQlgUUXQ2itephWDLqDzbeCw==
+  dependencies:
+    hasown "^2.0.2"
 
-eslint-plugin-node@9.1.0:
-  version "9.1.0"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-node/-/eslint-plugin-node-9.1.0.tgz#f2fd88509a31ec69db6e9606d76dabc5adc1b91a"
-  integrity sha512-ZwQYGm6EoV2cfLpE1wxJWsfnKUIXfM/KM09/TlorkukgCAwmkgajEJnPCmyzoFPQQkmvo5DrW/nyKutNIw36Mw==
+es-to-primitive@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/es-to-primitive/-/es-to-primitive-1.3.0.tgz#96c89c82cc49fd8794a24835ba3e1ff87f214e18"
+  integrity sha512-w+5mJ3GuFL+NjVtJlvydShqE1eN3h3PbI7/5LAsYJP/2qtuMXjfL2LpHSRqo4b4eSF5K/DH1JXKUAHSB2UW50g==
   dependencies:
-    eslint-plugin-es "^1.4.0"
-    eslint-utils "^1.3.1"
+    is-callable "^1.2.7"
+    is-date-object "^1.0.5"
+    is-symbol "^1.0.4"
+
+escape-string-regexp@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/escape-string-regexp/-/escape-string-regexp-4.0.0.tgz#14ba83a5d373e3d311e5afca29cf5bfad965bf34"
+  integrity sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA==
+
+eslint-config-prettier@10.1.2:
+  version "10.1.2"
+  resolved "https://registry.yarnpkg.com/eslint-config-prettier/-/eslint-config-prettier-10.1.2.tgz#31a4b393c40c4180202c27e829af43323bf85276"
+  integrity sha512-Epgp/EofAUeEpIdZkW60MHKvPyru1ruQJxPL+WIycnaPApuseK0Zpkrh/FwL9oIpQvIhJwV7ptOy0DWUjTlCiA==
+
+eslint-config-standard@17.1.0:
+  version "17.1.0"
+  resolved "https://registry.yarnpkg.com/eslint-config-standard/-/eslint-config-standard-17.1.0.tgz#40ffb8595d47a6b242e07cbfd49dc211ed128975"
+  integrity sha512-IwHwmaBNtDK4zDHQukFDW5u/aTb8+meQWZvNFWkiGmbWjD6bqyuSSBxxXKkCftCUzc1zwCH2m/baCNDLGmuO5Q==
+
+eslint-import-resolver-node@^0.3.9:
+  version "0.3.9"
+  resolved "https://registry.yarnpkg.com/eslint-import-resolver-node/-/eslint-import-resolver-node-0.3.9.tgz#d4eaac52b8a2e7c3cd1903eb00f7e053356118ac"
+  integrity sha512-WFj2isz22JahUv+B788TlO3N6zL3nNJGU8CcZbPZvVEkBPaJdCV4vy5wyghty5ROFbCRnm132v8BScu5/1BQ8g==
+  dependencies:
+    debug "^3.2.7"
+    is-core-module "^2.13.0"
+    resolve "^1.22.4"
+
+eslint-module-utils@^2.12.0:
+  version "2.12.0"
+  resolved "https://registry.yarnpkg.com/eslint-module-utils/-/eslint-module-utils-2.12.0.tgz#fe4cfb948d61f49203d7b08871982b65b9af0b0b"
+  integrity sha512-wALZ0HFoytlyh/1+4wuZ9FJCD/leWHQzzrxJ8+rebyReSLk7LApMyd3WJaLVoN+D5+WIdJyDK1c6JnE65V4Zyg==
+  dependencies:
+    debug "^3.2.7"
+
+eslint-plugin-es@^3.0.0:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-es/-/eslint-plugin-es-3.0.1.tgz#75a7cdfdccddc0589934aeeb384175f221c57893"
+  integrity sha512-GUmAsJaN4Fc7Gbtl8uOBlayo2DqhwWvEzykMHSCZHU3XdJ+NSzzZcVhXh3VxX5icqQ+oQdIEawXX8xkR3mIFmQ==
+  dependencies:
+    eslint-utils "^2.0.0"
+    regexpp "^3.0.0"
+
+eslint-plugin-import@2.31.0:
+  version "2.31.0"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-import/-/eslint-plugin-import-2.31.0.tgz#310ce7e720ca1d9c0bb3f69adfd1c6bdd7d9e0e7"
+  integrity sha512-ixmkI62Rbc2/w8Vfxyh1jQRTdRTF52VxwRVHl/ykPAmqG+Nb7/kNn+byLP0LxPgI7zWA16Jt82SybJInmMia3A==
+  dependencies:
+    "@rtsao/scc" "^1.1.0"
+    array-includes "^3.1.8"
+    array.prototype.findlastindex "^1.2.5"
+    array.prototype.flat "^1.3.2"
+    array.prototype.flatmap "^1.3.2"
+    debug "^3.2.7"
+    doctrine "^2.1.0"
+    eslint-import-resolver-node "^0.3.9"
+    eslint-module-utils "^2.12.0"
+    hasown "^2.0.2"
+    is-core-module "^2.15.1"
+    is-glob "^4.0.3"
+    minimatch "^3.1.2"
+    object.fromentries "^2.0.8"
+    object.groupby "^1.0.3"
+    object.values "^1.2.0"
+    semver "^6.3.1"
+    string.prototype.trimend "^1.0.8"
+    tsconfig-paths "^3.15.0"
+
+eslint-plugin-node@11.1.0:
+  version "11.1.0"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-node/-/eslint-plugin-node-11.1.0.tgz#c95544416ee4ada26740a30474eefc5402dc671d"
+  integrity sha512-oUwtPJ1W0SKD0Tr+wqu92c5xuCeQqB3hSCHasn/ZgjFdA9iDGNkNf2Zi9ztY7X+hNuMib23LNGRm6+uN+KLE3g==
+  dependencies:
+    eslint-plugin-es "^3.0.0"
+    eslint-utils "^2.0.0"
     ignore "^5.1.1"
     minimatch "^3.0.4"
     resolve "^1.10.1"
     semver "^6.1.0"
 
-eslint-plugin-prettier@3.1.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-prettier/-/eslint-plugin-prettier-3.1.0.tgz#8695188f95daa93b0dc54b249347ca3b79c4686d"
-  integrity sha512-XWX2yVuwVNLOUhQijAkXz+rMPPoCr7WFiAl8ig6I7Xn+pPVhDhzg4DxHpmbeb0iqjO9UronEA3Tb09ChnFVHHA==
+eslint-plugin-prettier@5.2.6:
+  version "5.2.6"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-prettier/-/eslint-plugin-prettier-5.2.6.tgz#be39e3bb23bb3eeb7e7df0927cdb46e4d7945096"
+  integrity sha512-mUcf7QG2Tjk7H055Jk0lGBjbgDnfrvqjhXh9t2xLMSCjZVcw9Rb1V6sVNXO0th3jgeO7zllWPTNRil3JW94TnQ==
   dependencies:
     prettier-linter-helpers "^1.0.0"
+    synckit "^0.11.0"
 
-eslint-plugin-promise@4.2.1:
-  version "4.2.1"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-promise/-/eslint-plugin-promise-4.2.1.tgz#845fd8b2260ad8f82564c1222fce44ad71d9418a"
-  integrity sha512-VoM09vT7bfA7D+upt+FjeBO5eHIJQBUWki1aPvB+vbNiHS3+oGIJGIeyBtKQTME6UPXXy3vV07OL1tHd3ANuDw==
+eslint-plugin-promise@7.2.1:
+  version "7.2.1"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-promise/-/eslint-plugin-promise-7.2.1.tgz#a0652195700aea40b926dc3c74b38e373377bfb0"
+  integrity sha512-SWKjd+EuvWkYaS+uN2csvj0KoP43YTu7+phKQ5v+xw6+A0gutVX2yqCeCkC3uLCJFiPfR2dD8Es5L7yUsmvEaA==
+  dependencies:
+    "@eslint-community/eslint-utils" "^4.4.0"
 
-eslint-plugin-standard@4.0.1:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-standard/-/eslint-plugin-standard-4.0.1.tgz#ff0519f7ffaff114f76d1bd7c3996eef0f6e20b4"
-  integrity sha512-v/KBnfyaOMPmZc/dmc6ozOdWqekGp7bBGq4jLAecEfPGmfKiWS4sA8sC0LqiV9w5qmXAtXVn4M3p1jSyhY85SQ==
+eslint-plugin-standard@5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-standard/-/eslint-plugin-standard-5.0.0.tgz#c43f6925d669f177db46f095ea30be95476b1ee4"
+  integrity sha512-eSIXPc9wBM4BrniMzJRBm2uoVuXz2EPa+NXPk2+itrVt+r5SbKFERx/IgrK/HmfjddyKVz2f+j+7gBRvu19xLg==
 
-eslint-scope@^5.0.0:
-  version "5.1.0"
-  resolved "https://registry.yarnpkg.com/eslint-scope/-/eslint-scope-5.1.0.tgz#d0f971dfe59c69e0cada684b23d49dbf82600ce5"
-  integrity sha512-iiGRvtxWqgtx5m8EyQUJihBloE4EnYeGE/bz1wSPwJE6tZuJUtHlhqDM4Xj2ukE8Dyy1+HCZ4hE0fzIVMzb58w==
+eslint-scope@^8.3.0:
+  version "8.3.0"
+  resolved "https://registry.yarnpkg.com/eslint-scope/-/eslint-scope-8.3.0.tgz#10cd3a918ffdd722f5f3f7b5b83db9b23c87340d"
+  integrity sha512-pUNxi75F8MJ/GdeKtVLSbYg4ZI34J6C0C7sbL4YOp2exGwen7ZsuBqKzUhXd0qMQ362yET3z+uPwKeg/0C2XCQ==
   dependencies:
-    esrecurse "^4.1.0"
-    estraverse "^4.1.1"
+    esrecurse "^4.3.0"
+    estraverse "^5.2.0"
 
-eslint-utils@^1.3.1, eslint-utils@^1.4.2:
-  version "1.4.3"
-  resolved "https://registry.yarnpkg.com/eslint-utils/-/eslint-utils-1.4.3.tgz#74fec7c54d0776b6f67e0251040b5806564e981f"
-  integrity sha512-fbBN5W2xdY45KulGXmLHZ3c3FHfVYmKg0IrAKGOkT/464PQsx2UeIzfz1RmEci+KLm1bBaAzZAh8+/E+XAeZ8Q==
+eslint-utils@^2.0.0:
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/eslint-utils/-/eslint-utils-2.1.0.tgz#d2de5e03424e707dc10c74068ddedae708741b27"
+  integrity sha512-w94dQYoauyvlDc43XnGB8lU3Zt713vNChgt4EWwhXAP2XkBvndfxF0AgIqKOOasjPIPzj9JqgwkwbCYD0/V3Zg==
   dependencies:
     eslint-visitor-keys "^1.1.0"
 
@@ -382,102 +632,96 @@ eslint-visitor-keys@^1.1.0:
   resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-1.3.0.tgz#30ebd1ef7c2fdff01c3a4f151044af25fab0523e"
   integrity sha512-6J72N8UNa462wa/KFODt/PJ3IU60SDpC3QXC1Hjc1BXXpfL2C9R5+AU7jhe0F6GREqVMh4Juu+NY7xn+6dipUQ==
 
-eslint@6.2.2:
-  version "6.2.2"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-6.2.2.tgz#03298280e7750d81fcd31431f3d333e43d93f24f"
-  integrity sha512-mf0elOkxHbdyGX1IJEUsNBzCDdyoUgljF3rRlgfyYh0pwGnreLc0jjD6ZuleOibjmnUWZLY2eXwSooeOgGJ2jw==
-  dependencies:
-    "@babel/code-frame" "^7.0.0"
-    ajv "^6.10.0"
-    chalk "^2.1.0"
-    cross-spawn "^6.0.5"
-    debug "^4.0.1"
-    doctrine "^3.0.0"
-    eslint-scope "^5.0.0"
-    eslint-utils "^1.4.2"
-    eslint-visitor-keys "^1.1.0"
-    espree "^6.1.1"
-    esquery "^1.0.1"
+eslint-visitor-keys@^3.4.3:
+  version "3.4.3"
+  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-3.4.3.tgz#0cd72fe8550e3c2eae156a96a4dddcd1c8ac5800"
+  integrity sha512-wpc+LXeiyiisxPlEkUzU6svyS1frIO3Mgxj1fdy7Pm8Ygzguax2N3Fa/D/ag1WqbOprdI+uY6wMUl8/a2G+iag==
+
+eslint-visitor-keys@^4.2.0:
+  version "4.2.0"
+  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-4.2.0.tgz#687bacb2af884fcdda8a6e7d65c606f46a14cd45"
+  integrity sha512-UyLnSehNt62FFhSwjZlHmeokpRK59rcz29j+F1/aDgbkbRTk7wIc9XzdoasMUbRNKDM0qQt/+BJ4BrpFeABemw==
+
+eslint@9.25.1:
+  version "9.25.1"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-9.25.1.tgz#8a7cf8dd0e6acb858f86029720adb1785ee57580"
+  integrity sha512-E6Mtz9oGQWDCpV12319d59n4tx9zOTXSTmc8BLVxBx+G/0RdM5MvEEJLU9c0+aleoePYYgVTOsRblx433qmhWQ==
+  dependencies:
+    "@eslint-community/eslint-utils" "^4.2.0"
+    "@eslint-community/regexpp" "^4.12.1"
+    "@eslint/config-array" "^0.20.0"
+    "@eslint/config-helpers" "^0.2.1"
+    "@eslint/core" "^0.13.0"
+    "@eslint/eslintrc" "^3.3.1"
+    "@eslint/js" "9.25.1"
+    "@eslint/plugin-kit" "^0.2.8"
+    "@humanfs/node" "^0.16.6"
+    "@humanwhocodes/module-importer" "^1.0.1"
+    "@humanwhocodes/retry" "^0.4.2"
+    "@types/estree" "^1.0.6"
+    "@types/json-schema" "^7.0.15"
+    ajv "^6.12.4"
+    chalk "^4.0.0"
+    cross-spawn "^7.0.6"
+    debug "^4.3.2"
+    escape-string-regexp "^4.0.0"
+    eslint-scope "^8.3.0"
+    eslint-visitor-keys "^4.2.0"
+    espree "^10.3.0"
+    esquery "^1.5.0"
     esutils "^2.0.2"
-    file-entry-cache "^5.0.1"
-    functional-red-black-tree "^1.0.1"
-    glob-parent "^5.0.0"
-    globals "^11.7.0"
-    ignore "^4.0.6"
-    import-fresh "^3.0.0"
+    fast-deep-equal "^3.1.3"
+    file-entry-cache "^8.0.0"
+    find-up "^5.0.0"
+    glob-parent "^6.0.2"
+    ignore "^5.2.0"
     imurmurhash "^0.1.4"
-    inquirer "^6.4.1"
     is-glob "^4.0.0"
-    js-yaml "^3.13.1"
     json-stable-stringify-without-jsonify "^1.0.1"
-    levn "^0.3.0"
-    lodash "^4.17.14"
-    minimatch "^3.0.4"
-    mkdirp "^0.5.1"
+    lodash.merge "^4.6.2"
+    minimatch "^3.1.2"
     natural-compare "^1.4.0"
-    optionator "^0.8.2"
-    progress "^2.0.0"
-    regexpp "^2.0.1"
-    semver "^6.1.2"
-    strip-ansi "^5.2.0"
-    strip-json-comments "^3.0.1"
-    table "^5.2.3"
-    text-table "^0.2.0"
-    v8-compile-cache "^2.0.3"
-
-espree@^6.1.1:
-  version "6.2.1"
-  resolved "https://registry.yarnpkg.com/espree/-/espree-6.2.1.tgz#77fc72e1fd744a2052c20f38a5b575832e82734a"
-  integrity sha512-ysCxRQY3WaXJz9tdbWOwuWr5Y/XrPTGX9Kiz3yoUXwW0VZ4w30HTkQLaGx/+ttFjF8i+ACbArnB4ce68a9m5hw==
-  dependencies:
-    acorn "^7.1.1"
-    acorn-jsx "^5.2.0"
-    eslint-visitor-keys "^1.1.0"
-
-esprima@^4.0.0:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/esprima/-/esprima-4.0.1.tgz#13b04cdb3e6c5d19df91ab6987a8695619b0aa71"
-  integrity sha512-eGuFFw7Upda+g4p+QHvnW0RyTX/SVeJBDM/gCtMARO0cLuT2HcEKnTPvhjV6aGeqrCB/sbNop0Kszm0jsaWU4A==
+    optionator "^0.9.3"
 
-esquery@^1.0.1:
-  version "1.3.1"
-  resolved "https://registry.yarnpkg.com/esquery/-/esquery-1.3.1.tgz#b78b5828aa8e214e29fb74c4d5b752e1c033da57"
-  integrity sha512-olpvt9QG0vniUBZspVRN6lwB7hOZoTRtT+jzR+tS4ffYx2mzbw+z0XCOk44aaLYKApNX5nMm+E+P6o25ip/DHQ==
+espree@^10.0.1, espree@^10.3.0:
+  version "10.3.0"
+  resolved "https://registry.yarnpkg.com/espree/-/espree-10.3.0.tgz#29267cf5b0cb98735b65e64ba07e0ed49d1eed8a"
+  integrity sha512-0QYC8b24HWY8zjRnDTL6RiHfDbAWn63qb4LMj1Z4b076A4une81+z03Kg7l7mn/48PUTqoLptSXez8oknU8Clg==
   dependencies:
-    estraverse "^5.1.0"
+    acorn "^8.14.0"
+    acorn-jsx "^5.3.2"
+    eslint-visitor-keys "^4.2.0"
 
-esrecurse@^4.1.0:
-  version "4.2.1"
-  resolved "https://registry.yarnpkg.com/esrecurse/-/esrecurse-4.2.1.tgz#007a3b9fdbc2b3bb87e4879ea19c92fdbd3942cf"
-  integrity sha512-64RBB++fIOAXPw3P9cy89qfMlvZEXZkqqJkjqqXIvzP5ezRZjW+lPWjw35UX/3EhUPFYbg5ER4JYgDw4007/DQ==
+esquery@^1.5.0:
+  version "1.6.0"
+  resolved "https://registry.yarnpkg.com/esquery/-/esquery-1.6.0.tgz#91419234f804d852a82dceec3e16cdc22cf9dae7"
+  integrity sha512-ca9pw9fomFcKPvFLXhBKUK90ZvGibiGOvRJNbjljY7s7uq/5YO4BOzcYtJqExdx99rF6aAcnRxHmcUHcz6sQsg==
   dependencies:
-    estraverse "^4.1.0"
+    estraverse "^5.1.0"
 
-estraverse@^4.1.0, estraverse@^4.1.1:
+esrecurse@^4.3.0:
   version "4.3.0"
-  resolved "https://registry.yarnpkg.com/estraverse/-/estraverse-4.3.0.tgz#398ad3f3c5a24948be7725e83d11a7de28cdbd1d"
-  integrity sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==
+  resolved "https://registry.yarnpkg.com/esrecurse/-/esrecurse-4.3.0.tgz#7ad7964d679abb28bee72cec63758b1c5d2c9921"
+  integrity sha512-KmfKL3b6G+RXvP8N1vr3Tq1kL/oCFgn2NYXEtqP8/L3pKapUA4G8cFVaoF3SU323CD4XypR/ffioHmkti6/Tag==
+  dependencies:
+    estraverse "^5.2.0"
 
 estraverse@^5.1.0:
   version "5.1.0"
   resolved "https://registry.yarnpkg.com/estraverse/-/estraverse-5.1.0.tgz#374309d39fd935ae500e7b92e8a6b4c720e59642"
   integrity sha512-FyohXK+R0vE+y1nHLoBM7ZTyqRpqAlhdZHCWIWEviFLiGB8b04H6bQs8G+XTthacvT8VuwvteiP7RJSxMs8UEw==
 
+estraverse@^5.2.0:
+  version "5.3.0"
+  resolved "https://registry.yarnpkg.com/estraverse/-/estraverse-5.3.0.tgz#2eea5290702f26ab8fe5370370ff86c965d21123"
+  integrity sha512-MMdARuVEQziNTeJD8DgMqmhwR11BRQ/cBP+pLtYdSTnf3MIO8fFeiINEbX36ZdNlfU/7A9f3gUw49B3oQsvwBA==
+
 esutils@^2.0.2:
   version "2.0.3"
   resolved "https://registry.yarnpkg.com/esutils/-/esutils-2.0.3.tgz#74d2eb4de0b8da1293711910d50775b9b710ef64"
   integrity sha512-kVscqXk4OCp68SZ0dkgEKVi6/8ij300KBWTJq32P/dYeWTSwK41WyTxalN1eRmA5Z9UU/LX9D7FWSmV9SAYx6g==
 
-external-editor@^3.0.3:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/external-editor/-/external-editor-3.1.0.tgz#cb03f740befae03ea4d283caed2741a83f335495"
-  integrity sha512-hMQ4CX1p1izmuLYyZqLMO/qGNw10wSv9QDCPfzXfyFrOaCSSoRfqE1Kf1s5an66J5JZC62NewG+mK49jOCtQew==
-  dependencies:
-    chardet "^0.7.0"
-    iconv-lite "^0.4.24"
-    tmp "^0.0.33"
-
-fast-deep-equal@^3.1.1:
+fast-deep-equal@^3.1.1, fast-deep-equal@^3.1.3:
   version "3.1.3"
   resolved "https://registry.yarnpkg.com/fast-deep-equal/-/fast-deep-equal-3.1.3.tgz#3a7d56b559d6cbc3eb512325244e619a65c6c525"
   integrity sha512-f3qQ9oQy9j2AhBe/H9VC91wLmKBCCU/gDOnKNAYG5hswO7BLKj09Hc5HYNz9cGI++xlpDCIgDaitVs03ATR84Q==
@@ -492,138 +736,183 @@ fast-json-stable-stringify@^2.0.0:
   resolved "https://registry.yarnpkg.com/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz#874bf69c6f404c2b5d99c481341399fd55892633"
   integrity sha512-lhd/wF+Lk98HZoTCtlVraHtfh5XYijIjalXck7saUtuanSDyLMxnHhSXEDJqHxD7msR8D0uCmqlkwjCV8xvwHw==
 
-fast-levenshtein@~2.0.6:
+fast-levenshtein@^2.0.6:
   version "2.0.6"
   resolved "https://registry.yarnpkg.com/fast-levenshtein/-/fast-levenshtein-2.0.6.tgz#3d8a5c66883a16a30ca8643e851f19baa7797917"
-  integrity sha1-PYpcZog6FqMMqGQ+hR8Zuqd5eRc=
+  integrity sha512-DCXu6Ifhqcks7TZKY3Hxp3y6qphY5SJZmrWMDrKcERSOXWQdMhU9Ig/PYrzyw/ul9jOIyh0N4M0tbC5hodg8dw==
 
-figures@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/figures/-/figures-2.0.0.tgz#3ab1a2d2a62c8bfb431a0c94cb797a2fce27c962"
-  integrity sha1-OrGi0qYsi/tDGgyUy3l6L84nyWI=
+file-entry-cache@^8.0.0:
+  version "8.0.0"
+  resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-8.0.0.tgz#7787bddcf1131bffb92636c69457bbc0edd6d81f"
+  integrity sha512-XXTUwCvisa5oacNGRP9SfNtYBNAMi+RPwBFmblZEF7N7swHYQS6/Zfk7SRwx4D5j3CH211YNRco1DEMNVfZCnQ==
   dependencies:
-    escape-string-regexp "^1.0.5"
+    flat-cache "^4.0.0"
 
-file-entry-cache@^5.0.1:
-  version "5.0.1"
-  resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-5.0.1.tgz#ca0f6efa6dd3d561333fb14515065c2fafdf439c"
-  integrity sha512-bCg29ictuBaKUwwArK4ouCaqDgLZcysCFLmM/Yn/FDoqndh/9vNuQfXRDvTuXKLxfD/JtZQGKFT8MGcJBK644g==
+find-up@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/find-up/-/find-up-5.0.0.tgz#4c92819ecb7083561e4f4a240a86be5198f536fc"
+  integrity sha512-78/PXT1wlLLDgTzDs7sjq9hzz0vXD+zn+7wypEe4fXQxCmdmqfGsEPQxmiCSQI3ajFV91bVSsvNtrJRiW6nGng==
   dependencies:
-    flat-cache "^2.0.1"
+    locate-path "^6.0.0"
+    path-exists "^4.0.0"
 
-find-up@^2.0.0, find-up@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/find-up/-/find-up-2.1.0.tgz#45d1b7e506c717ddd482775a2b77920a3c0c57a7"
-  integrity sha1-RdG35QbHF93UgndaK3eSCjwMV6c=
+flat-cache@^4.0.0:
+  version "4.0.1"
+  resolved "https://registry.yarnpkg.com/flat-cache/-/flat-cache-4.0.1.tgz#0ece39fcb14ee012f4b0410bd33dd9c1f011127c"
+  integrity sha512-f7ccFPK3SXFHpx15UIGyRJ/FJQctuKZ0zVuN3frBo4HnK3cay9VEW0R6yPYFHC0AgqhukPzKjq22t5DmAyqGyw==
   dependencies:
-    locate-path "^2.0.0"
+    flatted "^3.2.9"
+    keyv "^4.5.4"
 
-flat-cache@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/flat-cache/-/flat-cache-2.0.1.tgz#5d296d6f04bda44a4630a301413bdbc2ec085ec0"
-  integrity sha512-LoQe6yDuUMDzQAEH8sgmh4Md6oZnc/7PjtwjNFSzveXqSHt6ka9fPBuso7IGf9Rz4uqnSnWiFH2B/zj24a5ReA==
-  dependencies:
-    flatted "^2.0.0"
-    rimraf "2.6.3"
-    write "1.0.3"
+flatted@^3.2.9:
+  version "3.3.3"
+  resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.3.3.tgz#67c8fad95454a7c7abebf74bb78ee74a44023358"
+  integrity sha512-GX+ysw4PBCz0PzosHDepZGANEuFCMLrnRTiEy9McGjmkCQYwRq4A/X786G/fjM/+OjsWSU1ZrY5qyARZmO/uwg==
 
-flatted@^2.0.0:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/flatted/-/flatted-2.0.2.tgz#4575b21e2bcee7434aa9be662f4b7b5f9c2b5138"
-  integrity sha512-r5wGx7YeOwNWNlCA0wQ86zKyDLMQr+/RB8xy74M4hTphfmjlijTSSXGuH8rnvKZnfT9i+75zmd8jcKdMR4O6jA==
-
-fs.realpath@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/fs.realpath/-/fs.realpath-1.0.0.tgz#1504ad2523158caa40db4a2787cb01411994ea4f"
-  integrity sha1-FQStJSMVjKpA20onh8sBQRmU6k8=
+for-each@^0.3.3, for-each@^0.3.5:
+  version "0.3.5"
+  resolved "https://registry.yarnpkg.com/for-each/-/for-each-0.3.5.tgz#d650688027826920feeb0af747ee7b9421a41d47"
+  integrity sha512-dKx12eRCVIzqCxFGplyFKJMPvLEWgmNtUrpTiJIR5u97zEhRG8ySrtboPHZXx7daLxQVrl643cTzbab2tkQjxg==
+  dependencies:
+    is-callable "^1.2.7"
 
-function-bind@^1.1.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/function-bind/-/function-bind-1.1.1.tgz#a56899d3ea3c9bab874bb9773b7c5ede92f4895d"
-  integrity sha512-yIovAzMX49sF8Yl58fSCWJ5svSLuaibPxXQJFLmBObTuCr0Mf1KiPopGM9NiFjiYBCbfaa2Fh6breQ6ANVTI0A==
+function-bind@^1.1.2:
+  version "1.1.2"
+  resolved "https://registry.yarnpkg.com/function-bind/-/function-bind-1.1.2.tgz#2c02d864d97f3ea6c8830c464cbd11ab6eab7a1c"
+  integrity sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA==
+
+function.prototype.name@^1.1.6, function.prototype.name@^1.1.8:
+  version "1.1.8"
+  resolved "https://registry.yarnpkg.com/function.prototype.name/-/function.prototype.name-1.1.8.tgz#e68e1df7b259a5c949eeef95cdbde53edffabb78"
+  integrity sha512-e5iwyodOHhbMr/yNrc7fDYG4qlbIvI5gajyzPnb5TCwyhjApznQh1BMFou9b30SevY43gCJKXycoCBjMbsuW0Q==
+  dependencies:
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
+    define-properties "^1.2.1"
+    functions-have-names "^1.2.3"
+    hasown "^2.0.2"
+    is-callable "^1.2.7"
+
+functions-have-names@^1.2.3:
+  version "1.2.3"
+  resolved "https://registry.yarnpkg.com/functions-have-names/-/functions-have-names-1.2.3.tgz#0404fe4ee2ba2f607f0e0ec3c80bae994133b834"
+  integrity sha512-xckBUXyTIqT97tq2x2AMb+g163b5JFysYk0x4qxNFwbfQkmNZoiRHb6sPzI9/QV33WeuvVYBUIiD4NzNIyqaRQ==
 
-functional-red-black-tree@^1.0.1:
+get-intrinsic@^1.2.4, get-intrinsic@^1.2.5, get-intrinsic@^1.2.6, get-intrinsic@^1.2.7, get-intrinsic@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/get-intrinsic/-/get-intrinsic-1.3.0.tgz#743f0e3b6964a93a5491ed1bffaae054d7f98d01"
+  integrity sha512-9fSjSaos/fRIVIp+xSJlE6lfwhES7LNtKaCBIamHsjr2na1BiABJPo0mOjjz8GJDURarmCPGqaiVg5mfjb98CQ==
+  dependencies:
+    call-bind-apply-helpers "^1.0.2"
+    es-define-property "^1.0.1"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.1.1"
+    function-bind "^1.1.2"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
+    has-symbols "^1.1.0"
+    hasown "^2.0.2"
+    math-intrinsics "^1.1.0"
+
+get-proto@^1.0.0, get-proto@^1.0.1:
   version "1.0.1"
-  resolved "https://registry.yarnpkg.com/functional-red-black-tree/-/functional-red-black-tree-1.0.1.tgz#1b0ab3bd553b2a0d6399d29c0e3ea0b252078327"
-  integrity sha1-GwqzvVU7Kg1jmdKcDj6gslIHgyc=
+  resolved "https://registry.yarnpkg.com/get-proto/-/get-proto-1.0.1.tgz#150b3f2743869ef3e851ec0c49d15b1d14d00ee1"
+  integrity sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g==
+  dependencies:
+    dunder-proto "^1.0.1"
+    es-object-atoms "^1.0.0"
 
-get-stdin@^6.0.0:
-  version "6.0.0"
-  resolved "https://registry.yarnpkg.com/get-stdin/-/get-stdin-6.0.0.tgz#9e09bf712b360ab9225e812048f71fde9c89657b"
-  integrity sha512-jp4tHawyV7+fkkSKyvjuLZswblUtz+SQKzSWnBbii16BuZksJlU1wuBYXY75r+duh/llF1ur6oNwi+2ZzjKZ7g==
+get-symbol-description@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/get-symbol-description/-/get-symbol-description-1.1.0.tgz#7bdd54e0befe8ffc9f3b4e203220d9f1e881b6ee"
+  integrity sha512-w9UMqWwJxHNOvoNzSJ2oPF5wvYcvP7jUvYzhp67yEhTi17ZDBBC1z9pTdGuzjD+EFIqLSYRweZjqfiPzQ06Ebg==
+  dependencies:
+    call-bound "^1.0.3"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.6"
 
-glob-parent@^5.0.0:
-  version "5.1.2"
-  resolved "https://registry.yarnpkg.com/glob-parent/-/glob-parent-5.1.2.tgz#869832c58034fe68a4093c17dc15e8340d8401c4"
-  integrity sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow==
+glob-parent@^6.0.2:
+  version "6.0.2"
+  resolved "https://registry.yarnpkg.com/glob-parent/-/glob-parent-6.0.2.tgz#6d237d99083950c79290f24c7642a3de9a28f9e3"
+  integrity sha512-XxwI8EOhVQgWp6iDL+3b0r86f4d6AX6zSU55HfB4ydCEuXLXc5FcYeOu+nnGftS4TEju/11rt4KJPTMgbfmv4A==
   dependencies:
-    is-glob "^4.0.1"
+    is-glob "^4.0.3"
 
-glob@^7.1.3:
-  version "7.1.6"
-  resolved "https://registry.yarnpkg.com/glob/-/glob-7.1.6.tgz#141f33b81a7c2492e125594307480c46679278a6"
-  integrity sha512-LwaxwyZ72Lk7vZINtNNrywX0ZuLyStrdDtabefZKAY5ZGJhVtgdznluResxNmPitE0SAO+O26sWTHeKSI2wMBA==
+globals@^14.0.0:
+  version "14.0.0"
+  resolved "https://registry.yarnpkg.com/globals/-/globals-14.0.0.tgz#898d7413c29babcf6bafe56fcadded858ada724e"
+  integrity sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ==
+
+globalthis@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/globalthis/-/globalthis-1.0.4.tgz#7430ed3a975d97bfb59bcce41f5cabbafa651236"
+  integrity sha512-DpLKbNU4WylpxJykQujfCcwYWiV/Jhm50Goo0wrVILAv5jOr9d+H+UR3PhSCD2rCCEIg0uc+G+muBTwD54JhDQ==
   dependencies:
-    fs.realpath "^1.0.0"
-    inflight "^1.0.4"
-    inherits "2"
-    minimatch "^3.0.4"
-    once "^1.3.0"
-    path-is-absolute "^1.0.0"
+    define-properties "^1.2.1"
+    gopd "^1.0.1"
 
-globals@^11.7.0:
-  version "11.12.0"
-  resolved "https://registry.yarnpkg.com/globals/-/globals-11.12.0.tgz#ab8795338868a0babd8525758018c2a7eb95c42e"
-  integrity sha512-WOBp/EEGUiIsJSp7wcv/y6MO+lV9UoncWqxuFfm8eBwzWNgyfBd6Gz+IeKQ9jCmyhoH99g15M3T+QaVHFjizVA==
+gopd@^1.0.1, gopd@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/gopd/-/gopd-1.2.0.tgz#89f56b8217bdbc8802bd299df6d7f1081d7e51a1"
+  integrity sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg==
 
-graceful-fs@^4.1.2:
-  version "4.2.4"
-  resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.2.4.tgz#2256bde14d3632958c465ebc96dc467ca07a29fb"
-  integrity sha512-WjKPNJF79dtJAVniUlGGWHYGz2jWxT6VhN/4m1NdkbZ2nOsEF+cI1Edgql5zCRhs/VsQYRvrXctxktVXZUkixw==
+has-bigints@^1.0.2:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/has-bigints/-/has-bigints-1.1.0.tgz#28607e965ac967e03cd2a2c70a2636a1edad49fe"
+  integrity sha512-R3pbpkcIqv2Pm3dUwgjclDRVmWpTJW2DcMzcIhEXEx1oh/CEMObMm3KLmRJOdvhM7o4uQBnwr8pzRK2sJWIqfg==
 
-has-flag@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-3.0.0.tgz#b5d454dc2199ae225699f3467e5a07f3b955bafd"
-  integrity sha1-tdRU3CGZriJWmfNGfloH87lVuv0=
+has-flag@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-4.0.0.tgz#944771fd9c81c81265c4d6941860da06bb59479b"
+  integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
 
-has-symbols@^1.0.0, has-symbols@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/has-symbols/-/has-symbols-1.0.1.tgz#9f5214758a44196c406d9bd76cebf81ec2dd31e8"
-  integrity sha512-PLcsoqu++dmEIZB+6totNFKq/7Do+Z0u4oT0zKOJNl3lYK6vGwwu2hjHs+68OEZbTjiUE9bgOABXbP/GvrS0Kg==
+has-property-descriptors@^1.0.0, has-property-descriptors@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/has-property-descriptors/-/has-property-descriptors-1.0.2.tgz#963ed7d071dc7bf5f084c5bfbe0d1b6222586854"
+  integrity sha512-55JNKuIW+vq4Ke1BjOTjM2YctQIvCT7GFzHwmfZPGo5wnrgkid0YQtnAleFSqumZm4az3n2BS+erby5ipJdgrg==
+  dependencies:
+    es-define-property "^1.0.0"
 
-has@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/has/-/has-1.0.3.tgz#722d7cbfc1f6aa8241f16dd814e011e1f41e8796"
-  integrity sha512-f2dvO0VU6Oej7RkWJGrehjbzMAjFp5/VKPp5tTpWIV4JHHZK1/BxbFRtf/siA2SWTe09caDmVtYYzWEIbBS4zw==
+has-proto@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/has-proto/-/has-proto-1.2.0.tgz#5de5a6eabd95fdffd9818b43055e8065e39fe9d5"
+  integrity sha512-KIL7eQPfHQRC8+XluaIw7BHUwwqL19bQn4hzNgdr+1wXoU0KKj6rufu47lhY7KbJR2C6T6+PfyN0Ea7wkSS+qQ==
   dependencies:
-    function-bind "^1.1.1"
+    dunder-proto "^1.0.0"
 
-hosted-git-info@^2.1.4:
-  version "2.8.9"
-  resolved "https://registry.yarnpkg.com/hosted-git-info/-/hosted-git-info-2.8.9.tgz#dffc0bf9a21c02209090f2aa69429e1414daf3f9"
-  integrity sha512-mxIDAb9Lsm6DoOJ7xH+5+X4y1LU/4Hi50L9C5sIswK3JzULS4bwk1FvjdBgvYR4bzT4tuUQiC15FE2f5HbLvYw==
+has-symbols@^1.0.3, has-symbols@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/has-symbols/-/has-symbols-1.1.0.tgz#fc9c6a783a084951d0b971fe1018de813707a338"
+  integrity sha512-1cDNdwJ2Jaohmb3sg4OmKaMBwuC48sYni5HUw2DvsC8LjGTLK9h+eb1X6RyuOHe4hT0ULCW68iomhjUoKUqlPQ==
 
-iconv-lite@^0.4.24:
-  version "0.4.24"
-  resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.4.24.tgz#2022b4b25fbddc21d2f524974a474aafe733908b"
-  integrity sha512-v3MXnZAcvnywkTUEZomIActle7RXXeedOR31wwl7VlyoXO4Qi9arvSenNQWne1TcRwhCL1HwLI21bEqdpj8/rA==
+has-tostringtag@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/has-tostringtag/-/has-tostringtag-1.0.2.tgz#2cdc42d40bef2e5b4eeab7c01a73c54ce7ab5abc"
+  integrity sha512-NqADB8VjPFLM2V0VvHUewwwsw0ZWBaIdgo+ieHtK3hasLz4qeCRjYcqfB6AQrBggRKppKF8L52/VqdVsO47Dlw==
   dependencies:
-    safer-buffer ">= 2.1.2 < 3"
+    has-symbols "^1.0.3"
 
-ignore@^4.0.6:
-  version "4.0.6"
-  resolved "https://registry.yarnpkg.com/ignore/-/ignore-4.0.6.tgz#750e3db5862087b4737ebac8207ffd1ef27b25fc"
-  integrity sha512-cyFDKrqc/YdcWFniJhzI42+AzS+gNwmUzOSFcRCQYwySuBBBy/KjuxWLZ/FHEH6Moq1NizMOBWyTcv8O4OZIMg==
+hasown@^2.0.2:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/hasown/-/hasown-2.0.2.tgz#003eaf91be7adc372e84ec59dc37252cedb80003"
+  integrity sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==
+  dependencies:
+    function-bind "^1.1.2"
 
 ignore@^5.1.1:
   version "5.1.8"
   resolved "https://registry.yarnpkg.com/ignore/-/ignore-5.1.8.tgz#f150a8b50a34289b33e22f5889abd4d8016f0e57"
   integrity sha512-BMpfD7PpiETpBl/A6S498BaIJ6Y/ABT93ETbby2fP00v4EbvPBXWEoaR1UBPKs3iR53pJY7EtZk5KACI57i1Uw==
 
-import-fresh@^3.0.0:
-  version "3.2.1"
-  resolved "https://registry.yarnpkg.com/import-fresh/-/import-fresh-3.2.1.tgz#633ff618506e793af5ac91bf48b72677e15cbe66"
-  integrity sha512-6e1q1cnWP2RXD9/keSkxHScg508CdXqXWgWBaETNhyuBFz+kUZlKboh+ISK+bU++DmbHimVBrOz/zzPe0sZ3sQ==
+ignore@^5.2.0:
+  version "5.3.2"
+  resolved "https://registry.yarnpkg.com/ignore/-/ignore-5.3.2.tgz#3cd40e729f3643fd87cb04e50bf0eb722bc596f5"
+  integrity sha512-hsBTNUqQTDwkWtcdYI2i06Y/nUBEsNEDJKjWdigLvegy8kDuJAS8uRlpkkcQpyEXL0Z/pjDy5HBmMjRCJ2gq+g==
+
+import-fresh@^3.2.1:
+  version "3.3.1"
+  resolved "https://registry.yarnpkg.com/import-fresh/-/import-fresh-3.3.1.tgz#9cecb56503c0ada1f2741dbbd6546e4b13b57ccf"
+  integrity sha512-TR3KfrTZTYLPB6jUjfx6MF9WcWrHL9su5TObK4ZkYgBdWKPOFoSoQIdEuTuR82pmtxH2spWG9h6etwfr1pLBqQ==
   dependencies:
     parent-module "^1.0.0"
     resolve-from "^4.0.0"
@@ -633,121 +922,220 @@ imurmurhash@^0.1.4:
   resolved "https://registry.yarnpkg.com/imurmurhash/-/imurmurhash-0.1.4.tgz#9218b9b2b928a238b13dc4fb6b6d576f231453ea"
   integrity sha1-khi5srkoojixPcT7a21XbyMUU+o=
 
-inflection@1.12.0:
-  version "1.12.0"
-  resolved "https://registry.yarnpkg.com/inflection/-/inflection-1.12.0.tgz#a200935656d6f5f6bc4dc7502e1aecb703228416"
-  integrity sha1-ogCTVlbW9fa8TcdQLhrstwMihBY=
+inflection@^1.13.4:
+  version "1.13.4"
+  resolved "https://registry.yarnpkg.com/inflection/-/inflection-1.13.4.tgz#65aa696c4e2da6225b148d7a154c449366633a32"
+  integrity sha512-6I/HUDeYFfuNCVS3td055BaXBwKYuzw7K3ExVMStBowKo9oOAMJIXIHvdyR3iboTCp1b+1i5DSkIZTcwIktuDw==
 
-inflight@^1.0.4:
-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/inflight/-/inflight-1.0.6.tgz#49bd6331d7d02d0c09bc910a1075ba8165b56df9"
-  integrity sha1-Sb1jMdfQLQwJvJEKEHW6gWW1bfk=
+internal-slot@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/internal-slot/-/internal-slot-1.1.0.tgz#1eac91762947d2f7056bc838d93e13b2e9604961"
+  integrity sha512-4gd7VpWNQNB4UKKCFFVcp1AVv+FMOgs9NKzjHKusc8jTMhd5eL1NqQqOpE0KzMds804/yHlglp3uxgluOqAPLw==
   dependencies:
-    once "^1.3.0"
-    wrappy "1"
+    es-errors "^1.3.0"
+    hasown "^2.0.2"
+    side-channel "^1.1.0"
 
-inherits@2:
-  version "2.0.4"
-  resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c"
-  integrity sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==
-
-inquirer@^6.4.1:
-  version "6.5.2"
-  resolved "https://registry.yarnpkg.com/inquirer/-/inquirer-6.5.2.tgz#ad50942375d036d327ff528c08bd5fab089928ca"
-  integrity sha512-cntlB5ghuB0iuO65Ovoi8ogLHiWGs/5yNrtUcKjFhSSiVeAIVpD7koaSU9RM8mpXw5YDi9RdYXGQMaOURB7ycQ==
-  dependencies:
-    ansi-escapes "^3.2.0"
-    chalk "^2.4.2"
-    cli-cursor "^2.1.0"
-    cli-width "^2.0.0"
-    external-editor "^3.0.3"
-    figures "^2.0.0"
-    lodash "^4.17.12"
-    mute-stream "0.0.7"
-    run-async "^2.2.0"
-    rxjs "^6.4.0"
-    string-width "^2.1.0"
-    strip-ansi "^5.1.0"
-    through "^2.3.6"
-
-is-arrayish@^0.2.1:
-  version "0.2.1"
-  resolved "https://registry.yarnpkg.com/is-arrayish/-/is-arrayish-0.2.1.tgz#77c99840527aa8ecb1a8ba697b80645a7a926a9d"
-  integrity sha1-d8mYQFJ6qOyxqLppe4BkWnqSap0=
+is-array-buffer@^3.0.4, is-array-buffer@^3.0.5:
+  version "3.0.5"
+  resolved "https://registry.yarnpkg.com/is-array-buffer/-/is-array-buffer-3.0.5.tgz#65742e1e687bd2cc666253068fd8707fe4d44280"
+  integrity sha512-DDfANUiiG2wC1qawP66qlTugJeL5HyzMpfr8lLK+jMQirGzNod0B12cFB/9q838Ru27sBwfw78/rdoU7RERz6A==
+  dependencies:
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
+    get-intrinsic "^1.2.6"
 
-is-bluebird@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/is-bluebird/-/is-bluebird-1.0.2.tgz#096439060f4aa411abee19143a84d6a55346d6e2"
-  integrity sha1-CWQ5Bg9KpBGr7hkUOoTWpVNG1uI=
+is-async-function@^2.0.0:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/is-async-function/-/is-async-function-2.1.1.tgz#3e69018c8e04e73b738793d020bfe884b9fd3523"
+  integrity sha512-9dgM/cZBnNvjzaMYHVoxxfPj2QXt22Ev7SuuPrs+xav0ukGB0S6d4ydZdEiM48kLx5kDV+QBPrpVnFyefL8kkQ==
+  dependencies:
+    async-function "^1.0.0"
+    call-bound "^1.0.3"
+    get-proto "^1.0.1"
+    has-tostringtag "^1.0.2"
+    safe-regex-test "^1.1.0"
 
-is-callable@^1.1.4, is-callable@^1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/is-callable/-/is-callable-1.2.0.tgz#83336560b54a38e35e3a2df7afd0454d691468bb"
-  integrity sha512-pyVD9AaGLxtg6srb2Ng6ynWJqkHU9bEM087AKck0w8QwDarTfNcpIYoU8x8Hv2Icm8u6kFJM18Dag8lyqGkviw==
+is-bigint@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/is-bigint/-/is-bigint-1.1.0.tgz#dda7a3445df57a42583db4228682eba7c4170672"
+  integrity sha512-n4ZT37wG78iz03xPRKJrHTdZbe3IicyucEtdRsV5yglwc3GyUfbAfpSeD0FJ41NbUNSt5wbhqfp1fS+BgnvDFQ==
+  dependencies:
+    has-bigints "^1.0.2"
 
-is-date-object@^1.0.1:
+is-boolean-object@^1.2.1:
+  version "1.2.2"
+  resolved "https://registry.yarnpkg.com/is-boolean-object/-/is-boolean-object-1.2.2.tgz#7067f47709809a393c71ff5bb3e135d8a9215d9e"
+  integrity sha512-wa56o2/ElJMYqjCjGkXri7it5FbebW5usLw/nPmCMs5DeZ7eziSYZhSmPRn0txqeW4LnAmQQU7FgqLpsEFKM4A==
+  dependencies:
+    call-bound "^1.0.3"
+    has-tostringtag "^1.0.2"
+
+is-callable@^1.2.7:
+  version "1.2.7"
+  resolved "https://registry.yarnpkg.com/is-callable/-/is-callable-1.2.7.tgz#3bc2a85ea742d9e36205dcacdd72ca1fdc51b055"
+  integrity sha512-1BC0BVFhS/p0qtw6enp8e+8OD0UrK0oFLztSjNzhcKA3WDuJxxAPXzPuPtKkjEY9UUoEWlX/8fgKeu2S8i9JTA==
+
+is-core-module@^2.13.0, is-core-module@^2.15.1, is-core-module@^2.16.0:
+  version "2.16.1"
+  resolved "https://registry.yarnpkg.com/is-core-module/-/is-core-module-2.16.1.tgz#2a98801a849f43e2add644fbb6bc6229b19a4ef4"
+  integrity sha512-UfoeMA6fIJ8wTYFEUjelnaGI67v6+N7qXJEvQuIGa99l4xsCruSYOVSQ0uPANn4dAzm8lkYPaKLrrijLq7x23w==
+  dependencies:
+    hasown "^2.0.2"
+
+is-data-view@^1.0.1, is-data-view@^1.0.2:
   version "1.0.2"
-  resolved "https://registry.yarnpkg.com/is-date-object/-/is-date-object-1.0.2.tgz#bda736f2cd8fd06d32844e7743bfa7494c3bfd7e"
-  integrity sha512-USlDT524woQ08aoZFzh3/Z6ch9Y/EWXEHQ/AaRN0SkKq4t2Jw2R2339tSXmwuVoY7LLlBCbOIlx2myP/L5zk0g==
+  resolved "https://registry.yarnpkg.com/is-data-view/-/is-data-view-1.0.2.tgz#bae0a41b9688986c2188dda6657e56b8f9e63b8e"
+  integrity sha512-RKtWF8pGmS87i2D6gqQu/l7EYRlVdfzemCJN/P3UOs//x1QE7mfhvzHIApBTRf7axvT6DMGwSwBXYCT0nfB9xw==
+  dependencies:
+    call-bound "^1.0.2"
+    get-intrinsic "^1.2.6"
+    is-typed-array "^1.1.13"
+
+is-date-object@^1.0.5, is-date-object@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/is-date-object/-/is-date-object-1.1.0.tgz#ad85541996fc7aa8b2729701d27b7319f95d82f7"
+  integrity sha512-PwwhEakHVKTdRNVOw+/Gyh0+MzlCl4R6qKvkhuvLtPMggI1WAHt9sOwZxQLSGpUaDnrdyDsomoRgNnCfKNSXXg==
+  dependencies:
+    call-bound "^1.0.2"
+    has-tostringtag "^1.0.2"
 
 is-extglob@^2.1.1:
   version "2.1.1"
   resolved "https://registry.yarnpkg.com/is-extglob/-/is-extglob-2.1.1.tgz#a88c02535791f02ed37c76a1b9ea9773c833f8c2"
   integrity sha1-qIwCU1eR8C7TfHahueqXc8gz+MI=
 
-is-fullwidth-code-point@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/is-fullwidth-code-point/-/is-fullwidth-code-point-2.0.0.tgz#a3b30a5c4f199183167aaab93beefae3ddfb654f"
-  integrity sha1-o7MKXE8ZkYMWeqq5O+764937ZU8=
+is-finalizationregistry@^1.1.0:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-finalizationregistry/-/is-finalizationregistry-1.1.1.tgz#eefdcdc6c94ddd0674d9c85887bf93f944a97c90"
+  integrity sha512-1pC6N8qWJbWoPtEjgcL2xyhQOP491EQjeUo3qTKcmV8YSDDJrOepfG8pcC7h/QgnQHYSv0mJ3Z/ZWxmatVrysg==
+  dependencies:
+    call-bound "^1.0.3"
+
+is-generator-function@^1.0.10:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/is-generator-function/-/is-generator-function-1.1.0.tgz#bf3eeda931201394f57b5dba2800f91a238309ca"
+  integrity sha512-nPUB5km40q9e8UfN/Zc24eLlzdSf9OfKByBw9CIdw4H1giPMeA0OIJvbchsCu4npfI2QcMVBsGEBHKZ7wLTWmQ==
+  dependencies:
+    call-bound "^1.0.3"
+    get-proto "^1.0.0"
+    has-tostringtag "^1.0.2"
+    safe-regex-test "^1.1.0"
 
-is-glob@^4.0.0, is-glob@^4.0.1:
+is-glob@^4.0.0:
   version "4.0.1"
   resolved "https://registry.yarnpkg.com/is-glob/-/is-glob-4.0.1.tgz#7567dbe9f2f5e2467bc77ab83c4a29482407a5dc"
   integrity sha512-5G0tKtBTFImOqDnLB2hG6Bp2qcKEFduo4tZu9MT/H6NQv/ghhy30o55ufafxJ/LdH79LLs2Kfrn85TLKyA7BUg==
   dependencies:
     is-extglob "^2.1.1"
 
-is-regex@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/is-regex/-/is-regex-1.1.0.tgz#ece38e389e490df0dc21caea2bd596f987f767ff"
-  integrity sha512-iI97M8KTWID2la5uYXlkbSDQIg4F6o1sYboZKKTDpnDQMLtUL86zxhgDet3Q2SriaYsyGqZ6Mn2SjbRKeLHdqw==
+is-glob@^4.0.3:
+  version "4.0.3"
+  resolved "https://registry.yarnpkg.com/is-glob/-/is-glob-4.0.3.tgz#64f61e42cbbb2eec2071a9dac0b28ba1e65d5084"
+  integrity sha512-xelSayHH36ZgE7ZWhli7pW34hNbNl8Ojv5KVmkJD4hBdD3th8Tfk9vYasLM+mXWOZhFkgZfxhLSnrwRr4elSSg==
   dependencies:
-    has-symbols "^1.0.1"
+    is-extglob "^2.1.1"
 
-is-string@^1.0.5:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/is-string/-/is-string-1.0.5.tgz#40493ed198ef3ff477b8c7f92f644ec82a5cd3a6"
-  integrity sha512-buY6VNRjhQMiF1qWDouloZlQbRhDPCebwxSjxMjxgemYT46YMd2NR0/H+fBhEfWX4A/w9TBJ+ol+okqJKFE6vQ==
+is-map@^2.0.3:
+  version "2.0.3"
+  resolved "https://registry.yarnpkg.com/is-map/-/is-map-2.0.3.tgz#ede96b7fe1e270b3c4465e3a465658764926d62e"
+  integrity sha512-1Qed0/Hr2m+YqxnM09CjA2d/i6YZNfF6R2oRAOj36eUdS6qIV/huPJNSEpKbupewFs+ZsJlxsjjPbc0/afW6Lw==
 
-is-symbol@^1.0.2:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/is-symbol/-/is-symbol-1.0.3.tgz#38e1014b9e6329be0de9d24a414fd7441ec61937"
-  integrity sha512-OwijhaRSgqvhm/0ZdAcXNZt9lYdKFpcRDT5ULUuYXPoT794UNOdU+gpT6Rzo7b4V2HUl/op6GqY894AZwv9faQ==
+is-number-object@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-number-object/-/is-number-object-1.1.1.tgz#144b21e95a1bc148205dcc2814a9134ec41b2541"
+  integrity sha512-lZhclumE1G6VYD8VHe35wFaIif+CTy5SJIi5+3y4psDgWu4wPDoBhF8NxUOinEc7pHgiTsT6MaBb92rKhhD+Xw==
   dependencies:
-    has-symbols "^1.0.1"
+    call-bound "^1.0.3"
+    has-tostringtag "^1.0.2"
 
-isarray@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11"
-  integrity sha1-u5NdSFgsuhaMBoNJV6VKPgcSTxE=
+is-regex@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/is-regex/-/is-regex-1.2.1.tgz#76d70a3ed10ef9be48eb577887d74205bf0cad22"
+  integrity sha512-MjYsKHO5O7mCsmRGxWcLWheFqN9DJ/2TmngvjKXihe6efViPqc274+Fx/4fYj/r03+ESvBdTXK0V6tA3rgez1g==
+  dependencies:
+    call-bound "^1.0.2"
+    gopd "^1.2.0"
+    has-tostringtag "^1.0.2"
+    hasown "^2.0.2"
+
+is-set@^2.0.3:
+  version "2.0.3"
+  resolved "https://registry.yarnpkg.com/is-set/-/is-set-2.0.3.tgz#8ab209ea424608141372ded6e0cb200ef1d9d01d"
+  integrity sha512-iPAjerrse27/ygGLxw+EBR9agv9Y6uLeYVJMu+QNCoouJ1/1ri0mGrcWpfCqFZuzzx3WjtwxG098X+n4OuRkPg==
+
+is-shared-array-buffer@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/is-shared-array-buffer/-/is-shared-array-buffer-1.0.4.tgz#9b67844bd9b7f246ba0708c3a93e34269c774f6f"
+  integrity sha512-ISWac8drv4ZGfwKl5slpHG9OwPNty4jOWPRIhBpxOoD+hqITiwuipOQ2bNthAzwA3B4fIjO4Nln74N0S9byq8A==
+  dependencies:
+    call-bound "^1.0.3"
+
+is-string@^1.0.7, is-string@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-string/-/is-string-1.1.1.tgz#92ea3f3d5c5b6e039ca8677e5ac8d07ea773cbb9"
+  integrity sha512-BtEeSsoaQjlSPBemMQIrY1MY0uM6vnS1g5fmufYOtnxLGUZM2178PKbhsk7Ffv58IX+ZtcvoGwccYsh0PglkAA==
+  dependencies:
+    call-bound "^1.0.3"
+    has-tostringtag "^1.0.2"
+
+is-symbol@^1.0.4, is-symbol@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-symbol/-/is-symbol-1.1.1.tgz#f47761279f532e2b05a7024a7506dbbedacd0634"
+  integrity sha512-9gGx6GTtCQM73BgmHQXfDmLtfjjTUDSyoxTCbp5WtoixAhfgsDirWIcVQ/IHpvI5Vgd5i/J5F7B9cN/WlVbC/w==
+  dependencies:
+    call-bound "^1.0.2"
+    has-symbols "^1.1.0"
+    safe-regex-test "^1.1.0"
+
+is-typed-array@^1.1.13, is-typed-array@^1.1.14, is-typed-array@^1.1.15:
+  version "1.1.15"
+  resolved "https://registry.yarnpkg.com/is-typed-array/-/is-typed-array-1.1.15.tgz#4bfb4a45b61cee83a5a46fba778e4e8d59c0ce0b"
+  integrity sha512-p3EcsicXjit7SaskXHs1hA91QxgTw46Fv6EFKKGS5DRFLD8yKnohjF3hxoju94b/OcMZoQukzpPpBE9uLVKzgQ==
+  dependencies:
+    which-typed-array "^1.1.16"
+
+is-weakmap@^2.0.2:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/is-weakmap/-/is-weakmap-2.0.2.tgz#bf72615d649dfe5f699079c54b83e47d1ae19cfd"
+  integrity sha512-K5pXYOm9wqY1RgjpL3YTkF39tni1XajUIkawTLUo9EZEVUFga5gSQJF8nNS7ZwJQ02y+1YCNYcMh+HIf1ZqE+w==
+
+is-weakref@^1.0.2, is-weakref@^1.1.0:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-weakref/-/is-weakref-1.1.1.tgz#eea430182be8d64174bd96bffbc46f21bf3f9293"
+  integrity sha512-6i9mGWSlqzNMEqpCp93KwRS1uUOodk2OJ6b+sq7ZPDSy2WuI5NFIxp/254TytR8ftefexkWn5xNiHUNpPOfSew==
+  dependencies:
+    call-bound "^1.0.3"
+
+is-weakset@^2.0.3:
+  version "2.0.4"
+  resolved "https://registry.yarnpkg.com/is-weakset/-/is-weakset-2.0.4.tgz#c9f5deb0bc1906c6d6f1027f284ddf459249daca"
+  integrity sha512-mfcwb6IzQyOKTs84CQMrOwW4gQcaTOAWJ0zzJCl2WSPDrWk/OzDaImWFH3djXhb24g4eudZfLRozAvPGw4d9hQ==
+  dependencies:
+    call-bound "^1.0.3"
+    get-intrinsic "^1.2.6"
+
+isarray@^2.0.5:
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/isarray/-/isarray-2.0.5.tgz#8af1e4c1221244cc62459faf38940d4e644a5723"
+  integrity sha512-xHjhDr3cNBK0BzdUJSPXZntQUx/mwMS5Rw4A7lPJ90XGAO6ISP/ePDNuo0vhqOZU+UD5JoodwCAAoZQd3FeAKw==
 
 isexe@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/isexe/-/isexe-2.0.0.tgz#e8fbf374dc556ff8947a10dcb0572d633f2cfa10"
   integrity sha1-6PvzdNxVb/iUehDcsFctYz8s+hA=
 
-js-tokens@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/js-tokens/-/js-tokens-4.0.0.tgz#19203fb59991df98e3a287050d4647cdeaf32499"
-  integrity sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==
-
-js-yaml@^3.13.1:
-  version "3.14.0"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-3.14.0.tgz#a7a34170f26a21bb162424d8adacb4113a69e482"
-  integrity sha512-/4IbIeHcD9VMHFqDR/gQ7EdZdLimOvW2DdcxFjdyyZ9NsbS+ccrXqVWDtab/lRl5AlUqmpBx8EhPaWR+OtY17A==
+js-yaml@^4.1.0:
+  version "4.1.0"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.1.0.tgz#c1fb65f8f5017901cdd2c951864ba18458a10602"
+  integrity sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA==
   dependencies:
-    argparse "^1.0.7"
-    esprima "^4.0.0"
+    argparse "^2.0.1"
+
+json-buffer@3.0.1:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/json-buffer/-/json-buffer-3.0.1.tgz#9338802a30d3b6605fbe0613e094008ca8c05a13"
+  integrity sha512-4bV5BfR2mqfQTJm+V5tPPdf+ZpuhiIvTuAB5g8kcrXOZpTT/QwwVRWBywX1ozr6lEuPdbHxwaJlm9G6mI2sfSQ==
 
 json-schema-traverse@^0.4.1:
   version "0.4.1"
@@ -759,41 +1147,49 @@ json-stable-stringify-without-jsonify@^1.0.1:
   resolved "https://registry.yarnpkg.com/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz#9db7b59496ad3f3cfef30a75142d2d930ad72651"
   integrity sha1-nbe1lJatPzz+8wp1FC0tkwrXJlE=
 
-levn@^0.3.0, levn@~0.3.0:
-  version "0.3.0"
-  resolved "https://registry.yarnpkg.com/levn/-/levn-0.3.0.tgz#3b09924edf9f083c0490fdd4c0bc4421e04764ee"
-  integrity sha1-OwmSTt+fCDwEkP3UwLxEIeBHZO4=
+json5@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/json5/-/json5-1.0.2.tgz#63d98d60f21b313b77c4d6da18bfa69d80e1d593"
+  integrity sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA==
   dependencies:
-    prelude-ls "~1.1.2"
-    type-check "~0.3.2"
+    minimist "^1.2.0"
 
-load-json-file@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/load-json-file/-/load-json-file-2.0.0.tgz#7947e42149af80d696cbf797bcaabcfe1fe29ca8"
-  integrity sha1-eUfkIUmvgNaWy/eXvKq8/h/inKg=
+keyv@^4.5.4:
+  version "4.5.4"
+  resolved "https://registry.yarnpkg.com/keyv/-/keyv-4.5.4.tgz#a879a99e29452f942439f2a405e3af8b31d4de93"
+  integrity sha512-oxVHkHR/EJf2CNXnWxRLW6mg7JyCCUcG0DtEGmL2ctUo1PNTin1PUil+r/+4r5MpVgC/fn1kjsx7mjSujKqIpw==
   dependencies:
-    graceful-fs "^4.1.2"
-    parse-json "^2.2.0"
-    pify "^2.0.0"
-    strip-bom "^3.0.0"
+    json-buffer "3.0.1"
 
-locate-path@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/locate-path/-/locate-path-2.0.0.tgz#2b568b265eec944c6d9c0de9c3dbbbca0354cd8e"
-  integrity sha1-K1aLJl7slExtnA3pw9u7ygNUzY4=
+levn@^0.4.1:
+  version "0.4.1"
+  resolved "https://registry.yarnpkg.com/levn/-/levn-0.4.1.tgz#ae4562c007473b932a6200d403268dd2fffc6ade"
+  integrity sha512-+bT2uH4E5LGE7h/n3evcS/sQlJXCpIp6ym8OWJ5eV6+67Dsql/LaaT7qJBAt2rzfoa/5QBGBhxDix1dMt2kQKQ==
+  dependencies:
+    prelude-ls "^1.2.1"
+    type-check "~0.4.0"
+
+locate-path@^6.0.0:
+  version "6.0.0"
+  resolved "https://registry.yarnpkg.com/locate-path/-/locate-path-6.0.0.tgz#55321eb309febbc59c4801d931a72452a681d286"
+  integrity sha512-iPZK6eYjbxRu3uB4/WZ3EsEIMJFMqAoopl3R+zuq0UjcAm/MO6KCweDgPfP3elTztoKP3KtnVHxTn2NHBSDVUw==
   dependencies:
-    p-locate "^2.0.0"
-    path-exists "^3.0.0"
+    p-locate "^5.0.0"
+
+lodash.merge@^4.6.2:
+  version "4.6.2"
+  resolved "https://registry.yarnpkg.com/lodash.merge/-/lodash.merge-4.6.2.tgz#558aa53b43b661e1925a0afdfa36a9a1085fe57a"
+  integrity sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ==
 
-lodash@^4.17.12, lodash@^4.17.14, lodash@^4.17.15:
+lodash@^4.17.21:
   version "4.17.21"
   resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
   integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
 
-mimic-fn@^1.0.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/mimic-fn/-/mimic-fn-1.2.0.tgz#820c86a39334640e99516928bd03fca88057d022"
-  integrity sha512-jf84uxzwiuiIVKiOLpfYk7N46TSy8ubTonmneY9vrpHNAnp0QBt2BxWV9dO3/j+BoVAb+a5G6YDPW3M5HOdMWQ==
+math-intrinsics@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/math-intrinsics/-/math-intrinsics-1.1.0.tgz#a0dd74be81e2aa5c2f27e65ce283605ee4e2b7f9"
+  integrity sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==
 
 minimatch@^3.0.4:
   version "3.0.4"
@@ -802,149 +1198,130 @@ minimatch@^3.0.4:
   dependencies:
     brace-expansion "^1.1.7"
 
-minimist@^1.2.5:
-  version "1.2.6"
-  resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.6.tgz#8637a5b759ea0d6e98702cfb3a9283323c93af44"
-  integrity sha512-Jsjnk4bw3YJqYzbdyBiNsPWHPfO++UGG749Cxs6peCu5Xg4nrena6OVxOYxrQTqww0Jmwt+Ref8rggumkTLz9Q==
-
-mkdirp@^0.5.1:
-  version "0.5.5"
-  resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-0.5.5.tgz#d91cefd62d1436ca0f41620e251288d420099def"
-  integrity sha512-NKmAlESf6jMGym1++R0Ra7wvhV+wFW63FaSOFPwRahvea0gMUcGUhVeAg/0BC0wiv9ih5NYPB1Wn1UEI1/L+xQ==
+minimatch@^3.1.2:
+  version "3.1.2"
+  resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-3.1.2.tgz#19cd194bfd3e428f049a70817c038d89ab4be35b"
+  integrity sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==
   dependencies:
-    minimist "^1.2.5"
+    brace-expansion "^1.1.7"
 
-moment-timezone@^0.5.21:
-  version "0.5.31"
-  resolved "https://registry.yarnpkg.com/moment-timezone/-/moment-timezone-0.5.31.tgz#9c40d8c5026f0c7ab46eda3d63e49c155148de05"
-  integrity sha512-+GgHNg8xRhMXfEbv81iDtrVeTcWt0kWmTEY1XQK14dICTXnWJnT0dxdlPspwqF3keKMVPXwayEsk1DI0AA/jdA==
-  dependencies:
-    moment ">= 2.9.0"
+minimist@^1.2.0, minimist@^1.2.6:
+  version "1.2.8"
+  resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.8.tgz#c1a464e7693302e082a075cee0c057741ac4772c"
+  integrity sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==
 
-"moment@>= 2.9.0", moment@^2.24.0:
-  version "2.27.0"
-  resolved "https://registry.yarnpkg.com/moment/-/moment-2.27.0.tgz#8bff4e3e26a236220dfe3e36de756b6ebaa0105d"
-  integrity sha512-al0MUK7cpIcglMv3YF13qSgdAIqxHTO7brRtaz3DlSULbqfazqkc5kEjNrLDOM7fsjshoFIihnU8snrP7zUvhQ==
+moment-timezone@^0.5.43:
+  version "0.5.48"
+  resolved "https://registry.yarnpkg.com/moment-timezone/-/moment-timezone-0.5.48.tgz#111727bb274734a518ae154b5ca589283f058967"
+  integrity sha512-f22b8LV1gbTO2ms2j2z13MuPogNoh5UzxL3nzNAYKGraILnbGc9NEE6dyiiiLv46DGRb8A4kg8UKWLjPthxBHw==
+  dependencies:
+    moment "^2.29.4"
 
-ms@2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/ms/-/ms-2.0.0.tgz#5608aeadfc00be6c2901df5f9861788de0d597c8"
-  integrity sha1-VgiurfwAvmwpAd9fmGF4jeDVl8g=
+moment@^2.29.4:
+  version "2.30.1"
+  resolved "https://registry.yarnpkg.com/moment/-/moment-2.30.1.tgz#f8c91c07b7a786e30c59926df530b4eac96974ae"
+  integrity sha512-uEmtNhbDOrWPFS+hdjFCBfy9f2YoyzRpwcl+DqpC6taX21FzsTLQVbMV/W7PzNSX6x/bhC1zA3c2UQ5NzH6how==
 
 ms@^2.1.1:
   version "2.1.2"
   resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.2.tgz#d09d1f357b443f493382a8eb3ccd183872ae6009"
   integrity sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==
 
-mute-stream@0.0.7:
-  version "0.0.7"
-  resolved "https://registry.yarnpkg.com/mute-stream/-/mute-stream-0.0.7.tgz#3075ce93bc21b8fab43e1bc4da7e8115ed1e7bab"
-  integrity sha1-MHXOk7whuPq0PhvE2n6BFe0ee6s=
+ms@^2.1.3:
+  version "2.1.3"
+  resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.3.tgz#574c8138ce1d2b5861f0b44579dbadd60c6615b2"
+  integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
 
 natural-compare@^1.4.0:
   version "1.4.0"
   resolved "https://registry.yarnpkg.com/natural-compare/-/natural-compare-1.4.0.tgz#4abebfeed7541f2c27acfb29bdbbd15c8d5ba4f7"
   integrity sha1-Sr6/7tdUHywnrPspvbvRXI1bpPc=
 
-nice-try@^1.0.4:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/nice-try/-/nice-try-1.0.5.tgz#a3378a7696ce7d223e88fc9b764bd7ef1089e366"
-  integrity sha512-1nh45deeb5olNY7eX82BkPO7SSxR5SSYJiPTrTdFUVYwAl8CKMA5N9PjTYkHiRjisVcxcQ1HXdLhx2qxxJzLNQ==
-
-normalize-package-data@^2.3.2:
-  version "2.5.0"
-  resolved "https://registry.yarnpkg.com/normalize-package-data/-/normalize-package-data-2.5.0.tgz#e66db1838b200c1dfc233225d12cb36520e234a8"
-  integrity sha512-/5CMN3T0R4XTj4DcGaexo+roZSdSFW/0AOOTROrjxzCG1wrWXEsGbRKevjlIL+ZDE4sZlJr5ED4YW0yqmkK+eA==
-  dependencies:
-    hosted-git-info "^2.1.4"
-    resolve "^1.10.0"
-    semver "2 || 3 || 4 || 5"
-    validate-npm-package-license "^3.0.1"
+object-inspect@^1.13.3:
+  version "1.13.4"
+  resolved "https://registry.yarnpkg.com/object-inspect/-/object-inspect-1.13.4.tgz#8375265e21bc20d0fa582c22e1b13485d6e00213"
+  integrity sha512-W67iLl4J2EXEGTbfeHCffrjDfitvLANg0UlX3wFUUSTx92KXRFegMHUVgSqE+wvhAbi4WqjGg9czysTV2Epbew==
 
-object-inspect@^1.7.0:
-  version "1.8.0"
-  resolved "https://registry.yarnpkg.com/object-inspect/-/object-inspect-1.8.0.tgz#df807e5ecf53a609cc6bfe93eac3cc7be5b3a9d0"
-  integrity sha512-jLdtEOB112fORuypAyl/50VRVIBIdVQOSUUGQHzJ4xBSbit81zRarz7GThkEFZy1RceYrWYcPcBFPQwHyAc1gA==
-
-object-keys@^1.0.11, object-keys@^1.0.12, object-keys@^1.1.1:
+object-keys@^1.1.1:
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/object-keys/-/object-keys-1.1.1.tgz#1c47f272df277f3b1daf061677d9c82e2322c60e"
   integrity sha512-NuAESUOUMrlIXOfHKzD6bpPu3tYt3xvjNdRIQ+FeT0lNb4K8WR70CaDxhuNguS2XG+GjkyMwOzsN5ZktImfhLA==
 
-object.assign@^4.1.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/object.assign/-/object.assign-4.1.0.tgz#968bf1100d7956bb3ca086f006f846b3bc4008da"
-  integrity sha512-exHJeq6kBKj58mqGyTQ9DFvrZC/eR6OwxzoM9YRoGBqrXYonaFyGiFMuc9VZrXf7DarreEwMpurG3dd+CNyW5w==
+object.assign@^4.1.7:
+  version "4.1.7"
+  resolved "https://registry.yarnpkg.com/object.assign/-/object.assign-4.1.7.tgz#8c14ca1a424c6a561b0bb2a22f66f5049a945d3d"
+  integrity sha512-nK28WOo+QIjBkDduTINE4JkF/UJJKyf2EJxvJKfblDpyg0Q+pkOHNTL0Qwy6NP6FhE/EnzV73BxxqcJaXY9anw==
   dependencies:
-    define-properties "^1.1.2"
-    function-bind "^1.1.1"
-    has-symbols "^1.0.0"
-    object-keys "^1.0.11"
-
-object.values@^1.1.0:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/object.values/-/object.values-1.1.1.tgz#68a99ecde356b7e9295a3c5e0ce31dc8c953de5e"
-  integrity sha512-WTa54g2K8iu0kmS/us18jEmdv1a4Wi//BZ/DTVYEcH0XhLM5NYdpDHja3gt57VrZLcNAO2WGA+KpWsDBaHt6eA==
-  dependencies:
-    define-properties "^1.1.3"
-    es-abstract "^1.17.0-next.1"
-    function-bind "^1.1.1"
-    has "^1.0.3"
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
+    define-properties "^1.2.1"
+    es-object-atoms "^1.0.0"
+    has-symbols "^1.1.0"
+    object-keys "^1.1.1"
 
-once@^1.3.0:
-  version "1.4.0"
-  resolved "https://registry.yarnpkg.com/once/-/once-1.4.0.tgz#583b1aa775961d4b113ac17d9c50baef9dd76bd1"
-  integrity sha1-WDsap3WWHUsROsF9nFC6753Xa9E=
+object.fromentries@^2.0.8:
+  version "2.0.8"
+  resolved "https://registry.yarnpkg.com/object.fromentries/-/object.fromentries-2.0.8.tgz#f7195d8a9b97bd95cbc1999ea939ecd1a2b00c65"
+  integrity sha512-k6E21FzySsSK5a21KRADBd/NGneRegFO5pLHfdQLpRDETUNJueLXs3WCzyQ3tFRDYgbq3KHGXfTbi2bs8WQ6rQ==
   dependencies:
-    wrappy "1"
+    call-bind "^1.0.7"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.2"
+    es-object-atoms "^1.0.0"
 
-onetime@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/onetime/-/onetime-2.0.1.tgz#067428230fd67443b2794b22bba528b6867962d4"
-  integrity sha1-BnQoIw/WdEOyeUsiu6UotoZ5YtQ=
+object.groupby@^1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/object.groupby/-/object.groupby-1.0.3.tgz#9b125c36238129f6f7b61954a1e7176148d5002e"
+  integrity sha512-+Lhy3TQTuzXI5hevh8sBGqbmurHbbIjAi0Z4S63nthVLmLxfbj4T54a4CfZrXIrt9iP4mVAPYMo/v99taj3wjQ==
   dependencies:
-    mimic-fn "^1.0.0"
+    call-bind "^1.0.7"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.2"
 
-optionator@^0.8.2:
-  version "0.8.3"
-  resolved "https://registry.yarnpkg.com/optionator/-/optionator-0.8.3.tgz#84fa1d036fe9d3c7e21d99884b601167ec8fb495"
-  integrity sha512-+IW9pACdk3XWmmTXG8m3upGUJst5XRGzxMRjXzAuJ1XnIFNvfhjjIuYkDvysnPQ7qzqVzLt78BCruntqRhWQbA==
+object.values@^1.2.0:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/object.values/-/object.values-1.2.1.tgz#deed520a50809ff7f75a7cfd4bc64c7a038c6216"
+  integrity sha512-gXah6aZrcUxjWg2zR2MwouP2eHlCBzdV4pygudehaKXSGW4v2AsRQUK+lwwXhii6KFZcunEnmSUoYp5CXibxtA==
+  dependencies:
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
+    define-properties "^1.2.1"
+    es-object-atoms "^1.0.0"
+
+optionator@^0.9.3:
+  version "0.9.4"
+  resolved "https://registry.yarnpkg.com/optionator/-/optionator-0.9.4.tgz#7ea1c1a5d91d764fb282139c88fe11e182a3a734"
+  integrity sha512-6IpQ7mKUxRcZNLIObR0hz7lxsapSSIYNZJwXPGeF0mTVqGKFIXj1DQcMoT22S3ROcLyY/rz0PWaWZ9ayWmad9g==
+  dependencies:
+    deep-is "^0.1.3"
+    fast-levenshtein "^2.0.6"
+    levn "^0.4.1"
+    prelude-ls "^1.2.1"
+    type-check "^0.4.0"
+    word-wrap "^1.2.5"
+
+own-keys@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/own-keys/-/own-keys-1.0.1.tgz#e4006910a2bf913585289676eebd6f390cf51358"
+  integrity sha512-qFOyK5PjiWZd+QQIh+1jhdb9LpxTF0qs7Pm8o5QHYZ0M3vKqSqzsZaEB6oWlxZ+q2sJBMI/Ktgd2N5ZwQoRHfg==
   dependencies:
-    deep-is "~0.1.3"
-    fast-levenshtein "~2.0.6"
-    levn "~0.3.0"
-    prelude-ls "~1.1.2"
-    type-check "~0.3.2"
-    word-wrap "~1.2.3"
-
-os-tmpdir@~1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/os-tmpdir/-/os-tmpdir-1.0.2.tgz#bbe67406c79aa85c5cfec766fe5734555dfa1274"
-  integrity sha1-u+Z0BseaqFxc/sdm/lc0VV36EnQ=
+    get-intrinsic "^1.2.6"
+    object-keys "^1.1.1"
+    safe-push-apply "^1.0.0"
 
-p-limit@^1.1.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/p-limit/-/p-limit-1.3.0.tgz#b86bd5f0c25690911c7590fcbfc2010d54b3ccb8"
-  integrity sha512-vvcXsLAJ9Dr5rQOPk7toZQZJApBl2K4J6dANSsEuh6QI41JYcsS/qhTGa9ErIUUgK3WNQoJYvylxvjqmiqEA9Q==
+p-limit@^3.0.2:
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/p-limit/-/p-limit-3.1.0.tgz#e1daccbe78d0d1388ca18c64fea38e3e57e3706b"
+  integrity sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ==
   dependencies:
-    p-try "^1.0.0"
+    yocto-queue "^0.1.0"
 
-p-locate@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/p-locate/-/p-locate-2.0.0.tgz#20a0103b222a70c8fd39cc2e580680f3dde5ec43"
-  integrity sha1-IKAQOyIqcMj9OcwuWAaA893l7EM=
+p-locate@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/p-locate/-/p-locate-5.0.0.tgz#83c8315c6785005e3bd021839411c9e110e6d834"
+  integrity sha512-LaNjtRWUBY++zB5nE/NwcaoMylSPk+S+ZHNB1TzdbMJMny6dynpAGt7X/tl/QYq3TIeE6nxHppbo2LGymrG5Pw==
   dependencies:
-    p-limit "^1.1.0"
-
-p-try@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/p-try/-/p-try-1.0.0.tgz#cbc79cdbaf8fd4228e13f621f2b1a237c1b207b3"
-  integrity sha1-y8ec26+P1CKOE/Yh8rGiN8GyB7M=
-
-packet-reader@1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/packet-reader/-/packet-reader-1.0.0.tgz#9238e5480dedabacfe1fe3f2771063f164157d74"
-  integrity sha512-HAKu/fG3HpHFO0AA8WE8q2g+gBJaZ9MG7fcKk+IJPLTGAD6Psw4443l+9DGRbOIh3/aXr7Phy0TjilYivJo5XQ==
+    p-limit "^3.0.2"
 
 parent-module@^1.0.0:
   version "1.0.1"
@@ -953,59 +1330,45 @@ parent-module@^1.0.0:
   dependencies:
     callsites "^3.0.0"
 
-parse-json@^2.2.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/parse-json/-/parse-json-2.2.0.tgz#f480f40434ef80741f8469099f8dea18f55a4dc9"
-  integrity sha1-9ID0BDTvgHQfhGkJn43qGPVaTck=
-  dependencies:
-    error-ex "^1.2.0"
-
-path-exists@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/path-exists/-/path-exists-3.0.0.tgz#ce0ebeaa5f78cb18925ea7d810d7b59b010fd515"
-  integrity sha1-zg6+ql94yxiSXqfYENe1mwEP1RU=
-
-path-is-absolute@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/path-is-absolute/-/path-is-absolute-1.0.1.tgz#174b9268735534ffbc7ace6bf53a5a9e1b5c5f5f"
-  integrity sha1-F0uSaHNVNP+8es5r9TpanhtcX18=
+path-exists@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/path-exists/-/path-exists-4.0.0.tgz#513bdbe2d3b95d7762e8c1137efa195c6c61b5b3"
+  integrity sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w==
 
-path-key@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/path-key/-/path-key-2.0.1.tgz#411cadb574c5a140d3a4b1910d40d80cc9f40b40"
-  integrity sha1-QRyttXTFoUDTpLGRDUDYDMn0C0A=
+path-key@^3.1.0:
+  version "3.1.1"
+  resolved "https://registry.yarnpkg.com/path-key/-/path-key-3.1.1.tgz#581f6ade658cbba65a0d3380de7753295054f375"
+  integrity sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q==
 
-path-parse@^1.0.6:
+path-parse@^1.0.6, path-parse@^1.0.7:
   version "1.0.7"
   resolved "https://registry.yarnpkg.com/path-parse/-/path-parse-1.0.7.tgz#fbc114b60ca42b30d9daf5858e4bd68bbedb6735"
   integrity sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw==
 
-path-type@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/path-type/-/path-type-2.0.0.tgz#f012ccb8415b7096fc2daa1054c3d72389594c73"
-  integrity sha1-8BLMuEFbcJb8LaoQVMPXI4lZTHM=
-  dependencies:
-    pify "^2.0.0"
+pg-cloudflare@^1.2.5:
+  version "1.2.5"
+  resolved "https://registry.yarnpkg.com/pg-cloudflare/-/pg-cloudflare-1.2.5.tgz#2e3649c38a7a9c74a7e5327c8098a2fd9af595bd"
+  integrity sha512-OOX22Vt0vOSRrdoUPKJ8Wi2OpE/o/h9T8X1s4qSkCedbNah9ei2W2765be8iMVxQUsvgT7zIAT2eIa9fs5+vtg==
 
-pg-connection-string@^2.2.3:
-  version "2.2.3"
-  resolved "https://registry.yarnpkg.com/pg-connection-string/-/pg-connection-string-2.2.3.tgz#48e1158ec37eaa82e98dbcb7307103ec303fe0e7"
-  integrity sha512-I/KCSQGmOrZx6sMHXkOs2MjddrYcqpza3Dtsy0AjIgBr/bZiPJRK9WhABXN1Uy1UDazRbi9gZEzO2sAhL5EqiQ==
+pg-connection-string@^2.6.1, pg-connection-string@^2.8.5:
+  version "2.8.5"
+  resolved "https://registry.yarnpkg.com/pg-connection-string/-/pg-connection-string-2.8.5.tgz#82cefd0269cb64a09603342d9b69e8392e6eb6cd"
+  integrity sha512-Ni8FuZ8yAF+sWZzojvtLE2b03cqjO5jNULcHFfM9ZZ0/JXrgom5pBREbtnAw7oxsxJqHw9Nz/XWORUEL3/IFow==
 
 pg-int8@1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/pg-int8/-/pg-int8-1.0.1.tgz#943bd463bf5b71b4170115f80f8efc9a0c0eb78c"
   integrity sha512-WCtabS6t3c8SkpDBUlb1kjOs7l66xsGdKpIPZsg4wR+B3+u9UAum2odSsF9tnvxg80h4ZxLWMy4pRjOsFIqQpw==
 
-pg-pool@^3.2.1:
-  version "3.2.1"
-  resolved "https://registry.yarnpkg.com/pg-pool/-/pg-pool-3.2.1.tgz#5f4afc0f58063659aeefa952d36af49fa28b30e0"
-  integrity sha512-BQDPWUeKenVrMMDN9opfns/kZo4lxmSWhIqo+cSAF7+lfi9ZclQbr9vfnlNaPr8wYF3UYjm5X0yPAhbcgqNOdA==
+pg-pool@^3.9.6:
+  version "3.9.6"
+  resolved "https://registry.yarnpkg.com/pg-pool/-/pg-pool-3.9.6.tgz#c6fde89dee615d6c262724e68a3a37e9593157fc"
+  integrity sha512-rFen0G7adh1YmgvrmE5IPIqbb+IgEzENUm+tzm6MLLDSlPRoZVhzU1WdML9PV2W5GOdRA9qBKURlbt1OsXOsPw==
 
-pg-protocol@^1.2.4:
-  version "1.2.4"
-  resolved "https://registry.yarnpkg.com/pg-protocol/-/pg-protocol-1.2.4.tgz#3139cac0e51347f1e21e03954b1bb9fe2c20962e"
-  integrity sha512-/8L/G+vW/VhWjTGXpGh8XVkXOFx1ZDY+Yuz//Ab8CfjInzFkreI+fDG3WjCeSra7fIZwAFxzbGptNbm8xSXenw==
+pg-protocol@^1.9.5:
+  version "1.9.5"
+  resolved "https://registry.yarnpkg.com/pg-protocol/-/pg-protocol-1.9.5.tgz#e544eff37d6ab79c26281d7c0b59ac9be4862686"
+  integrity sha512-DYTWtWpfd5FOro3UnAfwvhD8jh59r2ig8bPtc9H8Ds7MscE/9NYruUQWFAOuraRl29jwcT2kyMFQ3MxeaVjUhg==
 
 pg-types@^2.1.0:
   version "2.2.0"
@@ -1018,19 +1381,18 @@ pg-types@^2.1.0:
     postgres-date "~1.0.4"
     postgres-interval "^1.1.0"
 
-pg@^8.2.1:
-  version "8.2.1"
-  resolved "https://registry.yarnpkg.com/pg/-/pg-8.2.1.tgz#f5a81f5e2025182fbe701514d3e1a43e68a616ac"
-  integrity sha512-DKzffhpkWRr9jx7vKxA+ur79KG+SKw+PdjMb1IRhMiKI9zqYUGczwFprqy+5Veh/DCcFs1Y6V8lRLN5I1DlleQ==
+pg@^8.15.6:
+  version "8.15.6"
+  resolved "https://registry.yarnpkg.com/pg/-/pg-8.15.6.tgz#2a28e98fb6cab18b886ce58b2c184d712a94880a"
+  integrity sha512-yvao7YI3GdmmrslNVsZgx9PfntfWrnXwtR+K/DjI0I/sTKif4Z623um+sjVZ1hk5670B+ODjvHDAckKdjmPTsg==
   dependencies:
-    buffer-writer "2.0.0"
-    packet-reader "1.0.0"
-    pg-connection-string "^2.2.3"
-    pg-pool "^3.2.1"
-    pg-protocol "^1.2.4"
+    pg-connection-string "^2.8.5"
+    pg-pool "^3.9.6"
+    pg-protocol "^1.9.5"
     pg-types "^2.1.0"
     pgpass "1.x"
-    semver "4.3.2"
+  optionalDependencies:
+    pg-cloudflare "^1.2.5"
 
 pgpass@1.x:
   version "1.0.2"
@@ -1039,17 +1401,10 @@ pgpass@1.x:
   dependencies:
     split "^1.0.0"
 
-pify@^2.0.0:
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/pify/-/pify-2.3.0.tgz#ed141a6ac043a849ea588498e7dca8b15330e90c"
-  integrity sha1-7RQaasBDqEnqWISY59yosVMw6Qw=
-
-pkg-dir@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/pkg-dir/-/pkg-dir-2.0.0.tgz#f6d5d1109e19d63edf428e0bd57e12777615334b"
-  integrity sha1-9tXREJ4Z1j7fQo4L1X4Sd3YVM0s=
-  dependencies:
-    find-up "^2.1.0"
+possible-typed-array-names@^1.0.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/possible-typed-array-names/-/possible-typed-array-names-1.1.0.tgz#93e3582bc0e5426586d9d07b79ee40fc841de4ae"
+  integrity sha512-/+5VFTchJDoVj3bhoqi6UeymcD00DAwb1nJwamzPvHEszJ4FpF6SNNbUbOS8yI56qHzdV8eK0qEfOSiodkTdxg==
 
 postgres-array@~2.0.0:
   version "2.0.0"
@@ -1073,10 +1428,10 @@ postgres-interval@^1.1.0:
   dependencies:
     xtend "^4.0.0"
 
-prelude-ls@~1.1.2:
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/prelude-ls/-/prelude-ls-1.1.2.tgz#21932a549f5e52ffd9a827f570e04be62a97da54"
-  integrity sha1-IZMqVJ9eUv/ZqCf1cOBL5iqX2lQ=
+prelude-ls@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/prelude-ls/-/prelude-ls-1.2.1.tgz#debc6489d7a6e6b0e7611888cec880337d316396"
+  integrity sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g==
 
 prettier-linter-helpers@^1.0.0:
   version "1.0.0"
@@ -1085,311 +1440,381 @@ prettier-linter-helpers@^1.0.0:
   dependencies:
     fast-diff "^1.1.2"
 
-prettier@1.18.2:
-  version "1.18.2"
-  resolved "https://registry.yarnpkg.com/prettier/-/prettier-1.18.2.tgz#6823e7c5900017b4bd3acf46fe9ac4b4d7bda9ea"
-  integrity sha512-OeHeMc0JhFE9idD4ZdtNibzY0+TPHSpSSb9h8FqtP+YnoZZ1sl8Vc9b1sasjfymH3SonAF4QcA2+mzHPhMvIiw==
-
-progress@^2.0.0:
-  version "2.0.3"
-  resolved "https://registry.yarnpkg.com/progress/-/progress-2.0.3.tgz#7e8cf8d8f5b8f239c1bc68beb4eb78567d572ef8"
-  integrity sha512-7PiHtLll5LdnKIMw100I+8xJXR5gW2QwWYkT6iJva0bXitZKa/XMrSbdmg3r2Xnaidz9Qumd0VPaMrZlF9V9sA==
+prettier@3.5.3:
+  version "3.5.3"
+  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.5.3.tgz#4fc2ce0d657e7a02e602549f053b239cb7dfe1b5"
+  integrity sha512-QQtaxnoDJeAkDvDKWCLiwIXkTgRhwYDEQCghU9Z6q03iyek/rxRh/2lC3HB7P8sWT2xC/y5JDctPLBIGzHKbhw==
 
 punycode@^2.1.0:
   version "2.1.1"
   resolved "https://registry.yarnpkg.com/punycode/-/punycode-2.1.1.tgz#b58b010ac40c22c5657616c8d2c2c02c7bf479ec"
   integrity sha512-XRsRjdf+j5ml+y/6GKHPZbrF/8p2Yga0JPtdqTIY2Xe5ohJPD9saDJJLPvp9+NSBprVvevdXZybnj2cv8OEd0A==
 
-read-pkg-up@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/read-pkg-up/-/read-pkg-up-2.0.0.tgz#6b72a8048984e0c41e79510fd5e9fa99b3b549be"
-  integrity sha1-a3KoBImE4MQeeVEP1en6mbO1Sb4=
-  dependencies:
-    find-up "^2.0.0"
-    read-pkg "^2.0.0"
-
-read-pkg@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/read-pkg/-/read-pkg-2.0.0.tgz#8ef1c0623c6a6db0dc6713c4bfac46332b2368f8"
-  integrity sha1-jvHAYjxqbbDcZxPEv6xGMysjaPg=
-  dependencies:
-    load-json-file "^2.0.0"
-    normalize-package-data "^2.3.2"
-    path-type "^2.0.0"
-
-regexpp@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/regexpp/-/regexpp-2.0.1.tgz#8d19d31cf632482b589049f8281f93dbcba4d07f"
-  integrity sha512-lv0M6+TkDVniA3aD1Eg0DVpfU/booSu7Eev3TDO/mZKHBfVjgCGTV4t4buppESEYDtkArYFOxTJWv6S5C+iaNw==
+reflect.getprototypeof@^1.0.6, reflect.getprototypeof@^1.0.9:
+  version "1.0.10"
+  resolved "https://registry.yarnpkg.com/reflect.getprototypeof/-/reflect.getprototypeof-1.0.10.tgz#c629219e78a3316d8b604c765ef68996964e7bf9"
+  integrity sha512-00o4I+DVrefhv+nX0ulyi3biSHCPDe+yLv5o/p6d/UVlirijB8E16FtfwSAi4g3tcqrQ4lRAqQSoFEZJehYEcw==
+  dependencies:
+    call-bind "^1.0.8"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.9"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.0.0"
+    get-intrinsic "^1.2.7"
+    get-proto "^1.0.1"
+    which-builtin-type "^1.2.1"
+
+regexp.prototype.flags@^1.5.3:
+  version "1.5.4"
+  resolved "https://registry.yarnpkg.com/regexp.prototype.flags/-/regexp.prototype.flags-1.5.4.tgz#1ad6c62d44a259007e55b3970e00f746efbcaa19"
+  integrity sha512-dYqgNSZbDwkaJ2ceRd9ojCGjBq+mOm9LmtXnAnEGyHhN/5R7iDW2TRw3h+o/jCFxus3P2LfWIIiwowAjANm7IA==
+  dependencies:
+    call-bind "^1.0.8"
+    define-properties "^1.2.1"
+    es-errors "^1.3.0"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
+    set-function-name "^2.0.2"
+
+regexpp@^3.0.0:
+  version "3.2.0"
+  resolved "https://registry.yarnpkg.com/regexpp/-/regexpp-3.2.0.tgz#0425a2768d8f23bad70ca4b90461fa2f1213e1b2"
+  integrity sha512-pq2bWo9mVD43nbts2wGv17XLiNLya+GklZ8kaDLV2Z08gDCsGpnKn9BFMepvWuHCbyVvY7J5o5+BVvoQbmlJLg==
 
 resolve-from@^4.0.0:
   version "4.0.0"
   resolved "https://registry.yarnpkg.com/resolve-from/-/resolve-from-4.0.0.tgz#4abcd852ad32dd7baabfe9b40e00a36db5f392e6"
   integrity sha512-pb/MYmXstAkysRFx8piNI1tGFNQIFA3vkE3Gq4EuA1dF6gHp/+vgZqsCGJapvy8N3Q+4o7FwvquPJcnZ7RYy4g==
 
-resolve@^1.10.0, resolve@^1.10.1, resolve@^1.11.0, resolve@^1.13.1:
+resolve@^1.10.1:
   version "1.17.0"
   resolved "https://registry.yarnpkg.com/resolve/-/resolve-1.17.0.tgz#b25941b54968231cc2d1bb76a79cb7f2c0bf8444"
   integrity sha512-ic+7JYiV8Vi2yzQGFWOkiZD5Z9z7O2Zhm9XMaTxdJExKasieFCr+yXZ/WmXsckHiKl12ar0y6XiXDx3m4RHn1w==
   dependencies:
     path-parse "^1.0.6"
 
-restore-cursor@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/restore-cursor/-/restore-cursor-2.0.0.tgz#9f7ee287f82fd326d4fd162923d62129eee0dfaf"
-  integrity sha1-n37ih/gv0ybU/RYpI9YhKe7g368=
+resolve@^1.22.4:
+  version "1.22.10"
+  resolved "https://registry.yarnpkg.com/resolve/-/resolve-1.22.10.tgz#b663e83ffb09bbf2386944736baae803029b8b39"
+  integrity sha512-NPRy+/ncIMeDlTAsuqwKIiferiawhefFJtkNSW0qZJEqMEb+qBt/77B/jGeeek+F0uOeN05CDa6HXbbIgtVX4w==
   dependencies:
-    onetime "^2.0.0"
-    signal-exit "^3.0.2"
+    is-core-module "^2.16.0"
+    path-parse "^1.0.7"
+    supports-preserve-symlinks-flag "^1.0.0"
 
-retry-as-promised@^3.2.0:
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/retry-as-promised/-/retry-as-promised-3.2.0.tgz#769f63d536bec4783549db0777cb56dadd9d8543"
-  integrity sha512-CybGs60B7oYU/qSQ6kuaFmRd9sTZ6oXSc0toqePvV74Ac6/IFZSI1ReFQmtCN+uvW1Mtqdwpvt/LGOiCBAY2Mg==
-  dependencies:
-    any-promise "^1.3.0"
+retry-as-promised@^7.0.4:
+  version "7.1.1"
+  resolved "https://registry.yarnpkg.com/retry-as-promised/-/retry-as-promised-7.1.1.tgz#3626246f04c1941ff10cebcfa3df0577fd8ab2d7"
+  integrity sha512-hMD7odLOt3LkTjcif8aRZqi/hybjpLNgSk5oF5FCowfCjok6LukpN2bDX7R5wDmbgBQFn7YoBxSagmtXHaJYJw==
 
-rimraf@2.6.3:
-  version "2.6.3"
-  resolved "https://registry.yarnpkg.com/rimraf/-/rimraf-2.6.3.tgz#b2d104fe0d8fb27cf9e0a1cda8262dd3833c6cab"
-  integrity sha512-mwqeW5XsA2qAejG46gYdENaxXjx9onRNCfn7L0duuP4hCuTIi/QO7PDK07KJfp1d+izWPrzEJDcSqBa0OZQriA==
+safe-array-concat@^1.1.3:
+  version "1.1.3"
+  resolved "https://registry.yarnpkg.com/safe-array-concat/-/safe-array-concat-1.1.3.tgz#c9e54ec4f603b0bbb8e7e5007a5ee7aecd1538c3"
+  integrity sha512-AURm5f0jYEOydBj7VQlVvDrjeFgthDdEF5H1dP+6mNpoXOMo1quQqJ4wvJDyRZ9+pO3kGWoOdmV08cSv2aJV6Q==
   dependencies:
-    glob "^7.1.3"
-
-run-async@^2.2.0:
-  version "2.4.1"
-  resolved "https://registry.yarnpkg.com/run-async/-/run-async-2.4.1.tgz#8440eccf99ea3e70bd409d49aab88e10c189a455"
-  integrity sha512-tvVnVv01b8c1RrA6Ep7JkStj85Guv/YrMcwqYQnwjsAS2cTmmPGBBjAjpCW7RrSodNSoE2/qg9O4bceNvUuDgQ==
+    call-bind "^1.0.8"
+    call-bound "^1.0.2"
+    get-intrinsic "^1.2.6"
+    has-symbols "^1.1.0"
+    isarray "^2.0.5"
 
-rxjs@^6.4.0:
-  version "6.6.2"
-  resolved "https://registry.yarnpkg.com/rxjs/-/rxjs-6.6.2.tgz#8096a7ac03f2cc4fe5860ef6e572810d9e01c0d2"
-  integrity sha512-BHdBMVoWC2sL26w//BCu3YzKT4s2jip/WhwsGEDmeKYBhKDZeYezVUnHatYB7L85v5xs0BAQmg6BEYJEKxBabg==
+safe-push-apply@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/safe-push-apply/-/safe-push-apply-1.0.0.tgz#01850e981c1602d398c85081f360e4e6d03d27f5"
+  integrity sha512-iKE9w/Z7xCzUMIZqdBsp6pEQvwuEebH4vdpjcDWnyzaI6yl6O9FHvVpmGelvEHNsoY6wGblkxR6Zty/h00WiSA==
   dependencies:
-    tslib "^1.9.0"
-
-"safer-buffer@>= 2.1.2 < 3":
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a"
-  integrity sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==
-
-"semver@2 || 3 || 4 || 5", semver@^5.5.0:
-  version "5.7.1"
-  resolved "https://registry.yarnpkg.com/semver/-/semver-5.7.1.tgz#a954f931aeba508d307bbf069eff0c01c96116f7"
-  integrity sha512-sauaDf/PZdVgrLTNYHRtpXa1iRiKcaebiKQ1BJdpQlWH2lCvexQdX55snPFyK7QzpudqbCI0qXFfOasHdyNDGQ==
+    es-errors "^1.3.0"
+    isarray "^2.0.5"
 
-semver@4.3.2:
-  version "4.3.2"
-  resolved "https://registry.yarnpkg.com/semver/-/semver-4.3.2.tgz#c7a07158a80bedd052355b770d82d6640f803be7"
-  integrity sha1-x6BxWKgL7dBSNVt3DYLWZA+AO+c=
+safe-regex-test@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/safe-regex-test/-/safe-regex-test-1.1.0.tgz#7f87dfb67a3150782eaaf18583ff5d1711ac10c1"
+  integrity sha512-x/+Cz4YrimQxQccJf5mKEbIa1NzeCRNI5Ecl/ekmlYaampdNLPalVyIcCZNNH3MvmqBugV5TMYZXv0ljslUlaw==
+  dependencies:
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    is-regex "^1.2.1"
 
-semver@^6.1.0, semver@^6.1.2, semver@^6.3.0:
+semver@^6.1.0:
   version "6.3.0"
   resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.0.tgz#ee0a64c8af5e8ceea67687b133761e1becbd1d3d"
   integrity sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==
 
-sequelize-pool@^2.3.0:
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/sequelize-pool/-/sequelize-pool-2.3.0.tgz#64f1fe8744228172c474f530604b6133be64993d"
-  integrity sha512-Ibz08vnXvkZ8LJTiUOxRcj1Ckdn7qafNZ2t59jYHMX1VIebTAOYefWdRYFt6z6+hy52WGthAHAoLc9hvk3onqA==
-
-sequelize@5.21.3:
-  version "5.21.3"
-  resolved "https://registry.yarnpkg.com/sequelize/-/sequelize-5.21.3.tgz#f8a6fa0245f8995d70849e4da00c2c7c9aa9f569"
-  integrity sha512-ptdeAxwTY0zbj7AK8m+SH3z52uHVrt/qmOTSIGo/kyfnSp3h5HeKlywkJf5GEk09kuRrPHfWARVSXH1W3IGU7g==
-  dependencies:
-    bluebird "^3.5.0"
-    cls-bluebird "^2.1.0"
-    debug "^4.1.1"
-    dottie "^2.0.0"
-    inflection "1.12.0"
-    lodash "^4.17.15"
-    moment "^2.24.0"
-    moment-timezone "^0.5.21"
-    retry-as-promised "^3.2.0"
-    semver "^6.3.0"
-    sequelize-pool "^2.3.0"
+semver@^6.3.1:
+  version "6.3.1"
+  resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.1.tgz#556d2ef8689146e46dcea4bfdd095f3434dffcb4"
+  integrity sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==
+
+semver@^7.5.4:
+  version "7.7.1"
+  resolved "https://registry.yarnpkg.com/semver/-/semver-7.7.1.tgz#abd5098d82b18c6c81f6074ff2647fd3e7220c9f"
+  integrity sha512-hlq8tAfn0m/61p4BVRcPzIGr6LKiMwo4VM6dGi6pt4qcRkmNzTcWq6eCEjEh+qXjkMDvPlOFFSGwQjoEa6gyMA==
+
+sequelize-pool@^7.1.0:
+  version "7.1.0"
+  resolved "https://registry.yarnpkg.com/sequelize-pool/-/sequelize-pool-7.1.0.tgz#210b391af4002762f823188fd6ecfc7413020768"
+  integrity sha512-G9c0qlIWQSK29pR/5U2JF5dDQeqqHRragoyahj/Nx4KOOQ3CPPfzxnfqFPCSB7x5UgjOgnZ61nSxz+fjDpRlJg==
+
+sequelize@6.37.7:
+  version "6.37.7"
+  resolved "https://registry.yarnpkg.com/sequelize/-/sequelize-6.37.7.tgz#55a6f8555ae76c1fbd4bce76b2ac5fcc0a1e6eb6"
+  integrity sha512-mCnh83zuz7kQxxJirtFD7q6Huy6liPanI67BSlbzSYgVNl5eXVdE2CN1FuAeZwG1SNpGsNRCV+bJAVVnykZAFA==
+  dependencies:
+    "@types/debug" "^4.1.8"
+    "@types/validator" "^13.7.17"
+    debug "^4.3.4"
+    dottie "^2.0.6"
+    inflection "^1.13.4"
+    lodash "^4.17.21"
+    moment "^2.29.4"
+    moment-timezone "^0.5.43"
+    pg-connection-string "^2.6.1"
+    retry-as-promised "^7.0.4"
+    semver "^7.5.4"
+    sequelize-pool "^7.1.0"
     toposort-class "^1.0.1"
-    uuid "^3.3.3"
-    validator "^10.11.0"
-    wkx "^0.4.8"
-
-shebang-command@^1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/shebang-command/-/shebang-command-1.2.0.tgz#44aac65b695b03398968c39f363fee5deafdf1ea"
-  integrity sha1-RKrGW2lbAzmJaMOfNj/uXer98eo=
+    uuid "^8.3.2"
+    validator "^13.9.0"
+    wkx "^0.5.0"
+
+set-function-length@^1.2.2:
+  version "1.2.2"
+  resolved "https://registry.yarnpkg.com/set-function-length/-/set-function-length-1.2.2.tgz#aac72314198eaed975cf77b2c3b6b880695e5449"
+  integrity sha512-pgRc4hJ4/sNjWCSS9AmnS40x3bNMDTknHgL5UaMBTMyJnU90EgWh1Rz+MC9eFu4BuN/UwZjKQuY/1v3rM7HMfg==
+  dependencies:
+    define-data-property "^1.1.4"
+    es-errors "^1.3.0"
+    function-bind "^1.1.2"
+    get-intrinsic "^1.2.4"
+    gopd "^1.0.1"
+    has-property-descriptors "^1.0.2"
+
+set-function-name@^2.0.2:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/set-function-name/-/set-function-name-2.0.2.tgz#16a705c5a0dc2f5e638ca96d8a8cd4e1c2b90985"
+  integrity sha512-7PGFlmtwsEADb0WYyvCMa1t+yke6daIG4Wirafur5kcf+MhUnPms1UeR0CKQdTZD81yESwMHbtn+TR+dMviakQ==
   dependencies:
-    shebang-regex "^1.0.0"
+    define-data-property "^1.1.4"
+    es-errors "^1.3.0"
+    functions-have-names "^1.2.3"
+    has-property-descriptors "^1.0.2"
 
-shebang-regex@^1.0.0:
+set-proto@^1.0.0:
   version "1.0.0"
-  resolved "https://registry.yarnpkg.com/shebang-regex/-/shebang-regex-1.0.0.tgz#da42f49740c0b42db2ca9728571cb190c98efea3"
-  integrity sha1-2kL0l0DAtC2yypcoVxyxkMmO/qM=
-
-shimmer@^1.1.0:
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/shimmer/-/shimmer-1.2.1.tgz#610859f7de327b587efebf501fb43117f9aff337"
-  integrity sha512-sQTKC1Re/rM6XyFM6fIAGHRPVGvyXfgzIDvzoq608vM+jeyVD0Tu1E6Np0Kc2zAIFWIj963V2800iF/9LPieQw==
-
-signal-exit@^3.0.2:
-  version "3.0.3"
-  resolved "https://registry.yarnpkg.com/signal-exit/-/signal-exit-3.0.3.tgz#a1410c2edd8f077b08b4e253c8eacfcaf057461c"
-  integrity sha512-VUJ49FC8U1OxwZLxIbTTrDvLnf/6TDgxZcK8wxR8zs13xpx7xbG60ndBlhNrFi2EMuFRoeDoJO7wthSLq42EjA==
-
-slice-ansi@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/slice-ansi/-/slice-ansi-2.1.0.tgz#cacd7693461a637a5788d92a7dd4fba068e81636"
-  integrity sha512-Qu+VC3EwYLldKa1fCxuuvULvSJOKEgk9pi8dZeCVK7TqBfUNTH4sFkk4joj8afVSfAYgJoSOetjx9QWOJ5mYoQ==
+  resolved "https://registry.yarnpkg.com/set-proto/-/set-proto-1.0.0.tgz#0760dbcff30b2d7e801fd6e19983e56da337565e"
+  integrity sha512-RJRdvCo6IAnPdsvP/7m6bsQqNnn1FCBX5ZNtFL98MmFF/4xAIJTIg1YbHW5DC2W5SKZanrC6i4HsJqlajw/dZw==
   dependencies:
-    ansi-styles "^3.2.0"
-    astral-regex "^1.0.0"
-    is-fullwidth-code-point "^2.0.0"
+    dunder-proto "^1.0.1"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.0.0"
 
-spdx-correct@^3.0.0:
-  version "3.1.1"
-  resolved "https://registry.yarnpkg.com/spdx-correct/-/spdx-correct-3.1.1.tgz#dece81ac9c1e6713e5f7d1b6f17d468fa53d89a9"
-  integrity sha512-cOYcUWwhCuHCXi49RhFRCyJEK3iPj1Ziz9DpViV3tbZOwXD49QzIN3MpOLJNxh2qwq2lJJZaKMVw9qNi4jTC0w==
+shebang-command@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/shebang-command/-/shebang-command-2.0.0.tgz#ccd0af4f8835fbdc265b82461aaf0c36663f34ea"
+  integrity sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==
   dependencies:
-    spdx-expression-parse "^3.0.0"
-    spdx-license-ids "^3.0.0"
+    shebang-regex "^3.0.0"
 
-spdx-exceptions@^2.1.0:
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/spdx-exceptions/-/spdx-exceptions-2.3.0.tgz#3f28ce1a77a00372683eade4a433183527a2163d"
-  integrity sha512-/tTrYOC7PPI1nUAgx34hUpqXuyJG+DTHJTnIULG4rDygi4xu/tfgmq1e1cIRwRzwZgo4NLySi+ricLkZkw4i5A==
+shebang-regex@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/shebang-regex/-/shebang-regex-3.0.0.tgz#ae16f1644d873ecad843b0307b143362d4c42172"
+  integrity sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==
 
-spdx-expression-parse@^3.0.0:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/spdx-expression-parse/-/spdx-expression-parse-3.0.1.tgz#cf70f50482eefdc98e3ce0a6833e4a53ceeba679"
-  integrity sha512-cbqHunsQWnJNE6KhVSMsMeH5H/L9EpymbzqTQ3uLwNCLZ1Q481oWaofqH7nO6V07xlXwY6PhQdQ2IedWx/ZK4Q==
+side-channel-list@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/side-channel-list/-/side-channel-list-1.0.0.tgz#10cb5984263115d3b7a0e336591e290a830af8ad"
+  integrity sha512-FCLHtRD/gnpCiCHEiJLOwdmFP+wzCmDEkc9y7NsYxeF4u7Btsn1ZuwgwJGxImImHicJArLP4R0yX4c2KCrMrTA==
   dependencies:
-    spdx-exceptions "^2.1.0"
-    spdx-license-ids "^3.0.0"
-
-spdx-license-ids@^3.0.0:
-  version "3.0.5"
-  resolved "https://registry.yarnpkg.com/spdx-license-ids/-/spdx-license-ids-3.0.5.tgz#3694b5804567a458d3c8045842a6358632f62654"
-  integrity sha512-J+FWzZoynJEXGphVIS+XEh3kFSjZX/1i9gFBaWQcB+/tmpe2qUsSBABpcxqxnAxFdiUFEgAX1bjYGQvIZmoz9Q==
+    es-errors "^1.3.0"
+    object-inspect "^1.13.3"
 
-split@^1.0.0:
+side-channel-map@^1.0.1:
   version "1.0.1"
-  resolved "https://registry.yarnpkg.com/split/-/split-1.0.1.tgz#605bd9be303aa59fb35f9229fbea0ddec9ea07d9"
-  integrity sha512-mTyOoPbrivtXnwnIxZRFYRrPNtEFKlpB2fvjSnCQUiAA6qAZzqwna5envK4uk6OIeP17CsdF3rSBGYVBsU0Tkg==
+  resolved "https://registry.yarnpkg.com/side-channel-map/-/side-channel-map-1.0.1.tgz#d6bb6b37902c6fef5174e5f533fab4c732a26f42"
+  integrity sha512-VCjCNfgMsby3tTdo02nbjtM/ewra6jPHmpThenkTYh8pG9ucZ/1P8So4u4FGBek/BjpOVsDCMoLA/iuBKIFXRA==
   dependencies:
-    through "2"
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.5"
+    object-inspect "^1.13.3"
 
-sprintf-js@~1.0.2:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/sprintf-js/-/sprintf-js-1.0.3.tgz#04e6926f662895354f3dd015203633b857297e2c"
-  integrity sha1-BOaSb2YolTVPPdAVIDYzuFcpfiw=
-
-string-width@^2.1.0:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/string-width/-/string-width-2.1.1.tgz#ab93f27a8dc13d28cac815c462143a6d9012ae9e"
-  integrity sha512-nOqH59deCq9SRHlxq1Aw85Jnt4w6KvLKqWVik6oA9ZklXLNIOlqg4F2yrT1MVaTjAqvVwdfeZ7w7aCvJD7ugkw==
-  dependencies:
-    is-fullwidth-code-point "^2.0.0"
-    strip-ansi "^4.0.0"
-
-string-width@^3.0.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/string-width/-/string-width-3.1.0.tgz#22767be21b62af1081574306f69ac51b62203961"
-  integrity sha512-vafcv6KjVZKSgz06oM/H6GDBrAtz8vdhQakGjFIvNrHA6y3HCF1CInLy+QLq8dTJPQ1b+KDUqDFctkdRW44e1w==
+side-channel-weakmap@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/side-channel-weakmap/-/side-channel-weakmap-1.0.2.tgz#11dda19d5368e40ce9ec2bdc1fb0ecbc0790ecea"
+  integrity sha512-WPS/HvHQTYnHisLo9McqBHOJk2FkHO/tlpvldyrnem4aeQp4hai3gythswg6p01oSoTl58rcpiFAjF2br2Ak2A==
   dependencies:
-    emoji-regex "^7.0.1"
-    is-fullwidth-code-point "^2.0.0"
-    strip-ansi "^5.1.0"
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.5"
+    object-inspect "^1.13.3"
+    side-channel-map "^1.0.1"
 
-string.prototype.trimend@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/string.prototype.trimend/-/string.prototype.trimend-1.0.1.tgz#85812a6b847ac002270f5808146064c995fb6913"
-  integrity sha512-LRPxFUaTtpqYsTeNKaFOw3R4bxIzWOnbQ837QfBylo8jIxtcbK/A/sMV7Q+OAV/vWo+7s25pOE10KYSjaSO06g==
+side-channel@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/side-channel/-/side-channel-1.1.0.tgz#c3fcff9c4da932784873335ec9765fa94ff66bc9"
+  integrity sha512-ZX99e6tRweoUXqR+VBrslhda51Nh5MTQwou5tnUDgbtyM0dBgmhEDtWGP/xbKn6hqfPRHujUNwz5fy/wbbhnpw==
   dependencies:
-    define-properties "^1.1.3"
-    es-abstract "^1.17.5"
+    es-errors "^1.3.0"
+    object-inspect "^1.13.3"
+    side-channel-list "^1.0.0"
+    side-channel-map "^1.0.1"
+    side-channel-weakmap "^1.0.2"
 
-string.prototype.trimstart@^1.0.1:
+split@^1.0.0:
   version "1.0.1"
-  resolved "https://registry.yarnpkg.com/string.prototype.trimstart/-/string.prototype.trimstart-1.0.1.tgz#14af6d9f34b053f7cfc89b72f8f2ee14b9039a54"
-  integrity sha512-XxZn+QpvrBI1FOcg6dIpxUPgWCPuNXvMD72aaRaUQv1eD4e/Qy8i/hFTe0BUmD60p/QA6bh1avmuPTfNjqVWRw==
-  dependencies:
-    define-properties "^1.1.3"
-    es-abstract "^1.17.5"
-
-strip-ansi@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-4.0.0.tgz#a8479022eb1ac368a871389b635262c505ee368f"
-  integrity sha1-qEeQIusaw2iocTibY1JixQXuNo8=
+  resolved "https://registry.yarnpkg.com/split/-/split-1.0.1.tgz#605bd9be303aa59fb35f9229fbea0ddec9ea07d9"
+  integrity sha512-mTyOoPbrivtXnwnIxZRFYRrPNtEFKlpB2fvjSnCQUiAA6qAZzqwna5envK4uk6OIeP17CsdF3rSBGYVBsU0Tkg==
   dependencies:
-    ansi-regex "^3.0.0"
+    through "2"
 
-strip-ansi@^5.1.0, strip-ansi@^5.2.0:
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-5.2.0.tgz#8c9a536feb6afc962bdfa5b104a5091c1ad9c0ae"
-  integrity sha512-DuRs1gKbBqsMKIZlrffwlug8MHkcnpjs5VPmL1PAh+mA30U0DTotfDZ0d2UUsXpPmPmMMJ6W773MaA3J+lbiWA==
-  dependencies:
-    ansi-regex "^4.1.0"
+string.prototype.trim@^1.2.10:
+  version "1.2.10"
+  resolved "https://registry.yarnpkg.com/string.prototype.trim/-/string.prototype.trim-1.2.10.tgz#40b2dd5ee94c959b4dcfb1d65ce72e90da480c81"
+  integrity sha512-Rs66F0P/1kedk5lyYyH9uBzuiI/kNRmwJAR9quK6VOtIpZ2G+hMZd+HQbbv25MgCA6gEffoMZYxlTod4WcdrKA==
+  dependencies:
+    call-bind "^1.0.8"
+    call-bound "^1.0.2"
+    define-data-property "^1.1.4"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.5"
+    es-object-atoms "^1.0.0"
+    has-property-descriptors "^1.0.2"
+
+string.prototype.trimend@^1.0.8, string.prototype.trimend@^1.0.9:
+  version "1.0.9"
+  resolved "https://registry.yarnpkg.com/string.prototype.trimend/-/string.prototype.trimend-1.0.9.tgz#62e2731272cd285041b36596054e9f66569b6942"
+  integrity sha512-G7Ok5C6E/j4SGfyLCloXTrngQIQU3PWtXGst3yM7Bea9FRURf1S42ZHlZZtsNque2FN2PoUhfZXYLNWwEr4dLQ==
+  dependencies:
+    call-bind "^1.0.8"
+    call-bound "^1.0.2"
+    define-properties "^1.2.1"
+    es-object-atoms "^1.0.0"
+
+string.prototype.trimstart@^1.0.8:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/string.prototype.trimstart/-/string.prototype.trimstart-1.0.8.tgz#7ee834dda8c7c17eff3118472bb35bfedaa34dde"
+  integrity sha512-UXSH262CSZY1tfu3G3Secr6uGLCFVPMhIqHjlgCUtCCcgihYc/xKs9djMTMUOb2j1mVSeU8EU6NWc/iQKU6Gfg==
+  dependencies:
+    call-bind "^1.0.7"
+    define-properties "^1.2.1"
+    es-object-atoms "^1.0.0"
 
 strip-bom@^3.0.0:
   version "3.0.0"
   resolved "https://registry.yarnpkg.com/strip-bom/-/strip-bom-3.0.0.tgz#2334c18e9c759f7bdd56fdef7e9ae3d588e68ed3"
   integrity sha1-IzTBjpx1n3vdVv3vfprj1YjmjtM=
 
-strip-json-comments@^3.0.1:
+strip-json-comments@^3.1.1:
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/strip-json-comments/-/strip-json-comments-3.1.1.tgz#31f1281b3832630434831c310c01cccda8cbe006"
   integrity sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig==
 
-supports-color@^5.3.0:
-  version "5.5.0"
-  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-5.5.0.tgz#e2e69a44ac8772f78a1ec0b35b689df6530efc8f"
-  integrity sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==
+supports-color@^7.1.0:
+  version "7.2.0"
+  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da"
+  integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
   dependencies:
-    has-flag "^3.0.0"
+    has-flag "^4.0.0"
 
-table@^5.2.3:
-  version "5.4.6"
-  resolved "https://registry.yarnpkg.com/table/-/table-5.4.6.tgz#1292d19500ce3f86053b05f0e8e7e4a3bb21079e"
-  integrity sha512-wmEc8m4fjnob4gt5riFRtTu/6+4rSe12TpAELNSqHMfF3IqnA+CH37USM6/YR3qRZv7e56kAEAtd6nKZaxe0Ug==
-  dependencies:
-    ajv "^6.10.2"
-    lodash "^4.17.14"
-    slice-ansi "^2.1.0"
-    string-width "^3.0.0"
+supports-preserve-symlinks-flag@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz#6eda4bd344a3c94aea376d4cc31bc77311039e09"
+  integrity sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w==
 
-text-table@^0.2.0:
-  version "0.2.0"
-  resolved "https://registry.yarnpkg.com/text-table/-/text-table-0.2.0.tgz#7f5ee823ae805207c00af2df4a84ec3fcfa570b4"
-  integrity sha1-f17oI66AUgfACvLfSoTsP8+lcLQ=
+synckit@^0.11.0:
+  version "0.11.4"
+  resolved "https://registry.yarnpkg.com/synckit/-/synckit-0.11.4.tgz#48972326b59723fc15b8d159803cf8302b545d59"
+  integrity sha512-Q/XQKRaJiLiFIBNN+mndW7S/RHxvwzuZS6ZwmRzUBqJBv/5QIKCEwkBC8GBf8EQJKYnaFs0wOZbKTXBPj8L9oQ==
+  dependencies:
+    "@pkgr/core" "^0.2.3"
+    tslib "^2.8.1"
 
-through@2, through@^2.3.6:
+through@2:
   version "2.3.8"
   resolved "https://registry.yarnpkg.com/through/-/through-2.3.8.tgz#0dd4c9ffaabc357960b1b724115d7e0e86a2e1f5"
   integrity sha1-DdTJ/6q8NXlgsbckEV1+Doai4fU=
 
-tmp@^0.0.33:
-  version "0.0.33"
-  resolved "https://registry.yarnpkg.com/tmp/-/tmp-0.0.33.tgz#6d34335889768d21b2bcda0aa277ced3b1bfadf9"
-  integrity sha512-jRCJlojKnZ3addtTOjdIqoRuPEKBvNXcGYqzO6zWZX8KfKEpnGY5jfggJQ3EjKuu8D4bJRr0y+cYJFmYbImXGw==
-  dependencies:
-    os-tmpdir "~1.0.2"
-
 toposort-class@^1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/toposort-class/-/toposort-class-1.0.1.tgz#7ffd1f78c8be28c3ba45cd4e1a3f5ee193bd9988"
   integrity sha1-f/0feMi+KMO6Rc1OGj9e4ZO9mYg=
 
-tslib@^1.9.0:
-  version "1.13.0"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.13.0.tgz#c881e13cc7015894ed914862d276436fa9a47043"
-  integrity sha512-i/6DQjL8Xf3be4K/E6Wgpekn5Qasl1usyw++dAA35Ue5orEn65VIxOA+YvNNl9HV3qv70T7CNwjODHZrLwvd1Q==
+tsconfig-paths@^3.15.0:
+  version "3.15.0"
+  resolved "https://registry.yarnpkg.com/tsconfig-paths/-/tsconfig-paths-3.15.0.tgz#5299ec605e55b1abb23ec939ef15edaf483070d4"
+  integrity sha512-2Ac2RgzDe/cn48GvOe3M+o82pEFewD3UPbyoUHHdKasHwJKjds4fLXWf/Ux5kATBKN20oaFGu+jbElp1pos0mg==
+  dependencies:
+    "@types/json5" "^0.0.29"
+    json5 "^1.0.2"
+    minimist "^1.2.6"
+    strip-bom "^3.0.0"
+
+tslib@^2.8.1:
+  version "2.8.1"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.8.1.tgz#612efe4ed235d567e8aba5f2a5fab70280ade83f"
+  integrity sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==
+
+type-check@^0.4.0, type-check@~0.4.0:
+  version "0.4.0"
+  resolved "https://registry.yarnpkg.com/type-check/-/type-check-0.4.0.tgz#07b8203bfa7056c0657050e3ccd2c37730bab8f1"
+  integrity sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew==
+  dependencies:
+    prelude-ls "^1.2.1"
+
+typed-array-buffer@^1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/typed-array-buffer/-/typed-array-buffer-1.0.3.tgz#a72395450a4869ec033fd549371b47af3a2ee536"
+  integrity sha512-nAYYwfY3qnzX30IkA6AQZjVbtK6duGontcQm1WSG1MD94YLqK0515GNApXkoxKOWMusVssAHWLh9SeaoefYFGw==
+  dependencies:
+    call-bound "^1.0.3"
+    es-errors "^1.3.0"
+    is-typed-array "^1.1.14"
 
-type-check@~0.3.2:
-  version "0.3.2"
-  resolved "https://registry.yarnpkg.com/type-check/-/type-check-0.3.2.tgz#5884cab512cf1d355e3fb784f30804b2b520db72"
-  integrity sha1-WITKtRLPHTVeP7eE8wgEsrUg23I=
+typed-array-byte-length@^1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/typed-array-byte-length/-/typed-array-byte-length-1.0.3.tgz#8407a04f7d78684f3d252aa1a143d2b77b4160ce"
+  integrity sha512-BaXgOuIxz8n8pIq3e7Atg/7s+DpiYrxn4vdot3w9KbnBhcRQq6o3xemQdIfynqSeXeDrF32x+WvfzmOjPiY9lg==
+  dependencies:
+    call-bind "^1.0.8"
+    for-each "^0.3.3"
+    gopd "^1.2.0"
+    has-proto "^1.2.0"
+    is-typed-array "^1.1.14"
+
+typed-array-byte-offset@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/typed-array-byte-offset/-/typed-array-byte-offset-1.0.4.tgz#ae3698b8ec91a8ab945016108aef00d5bff12355"
+  integrity sha512-bTlAFB/FBYMcuX81gbL4OcpH5PmlFHqlCCpAl8AlEzMz5k53oNDvN8p1PNOWLEmI2x4orp3raOFB51tv9X+MFQ==
+  dependencies:
+    available-typed-arrays "^1.0.7"
+    call-bind "^1.0.8"
+    for-each "^0.3.3"
+    gopd "^1.2.0"
+    has-proto "^1.2.0"
+    is-typed-array "^1.1.15"
+    reflect.getprototypeof "^1.0.9"
+
+typed-array-length@^1.0.7:
+  version "1.0.7"
+  resolved "https://registry.yarnpkg.com/typed-array-length/-/typed-array-length-1.0.7.tgz#ee4deff984b64be1e118b0de8c9c877d5ce73d3d"
+  integrity sha512-3KS2b+kL7fsuk/eJZ7EQdnEmQoaho/r6KUef7hxvltNA5DR8NAUM+8wJMbJyZ4G9/7i3v5zPBIMN5aybAh2/Jg==
   dependencies:
-    prelude-ls "~1.1.2"
+    call-bind "^1.0.7"
+    for-each "^0.3.3"
+    gopd "^1.0.1"
+    is-typed-array "^1.1.13"
+    possible-typed-array-names "^1.0.0"
+    reflect.getprototypeof "^1.0.6"
+
+unbox-primitive@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/unbox-primitive/-/unbox-primitive-1.1.0.tgz#8d9d2c9edeea8460c7f35033a88867944934d1e2"
+  integrity sha512-nWJ91DjeOkej/TA8pXQ3myruKpKEYgqvpw9lz4OPHj/NWFNluYrjbz9j01CJ8yKQd2g4jFoOkINCTW2I5LEEyw==
+  dependencies:
+    call-bound "^1.0.3"
+    has-bigints "^1.0.2"
+    has-symbols "^1.1.0"
+    which-boxed-primitive "^1.1.1"
 
 uri-js@^4.2.2:
   version "4.2.2"
@@ -1398,61 +1823,94 @@ uri-js@^4.2.2:
   dependencies:
     punycode "^2.1.0"
 
-uuid@^3.3.3:
-  version "3.4.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-3.4.0.tgz#b23e4358afa8a202fe7a100af1f5f883f02007ee"
-  integrity sha512-HjSDRw6gZE5JMggctHBcjVak08+KEVhSIiDzFnT9S9aegmp85S/bReBVTb4QTFaRNptJ9kuYaNhnbNEOkbKb/A==
+uuid@^8.3.2:
+  version "8.3.2"
+  resolved "https://registry.yarnpkg.com/uuid/-/uuid-8.3.2.tgz#80d5b5ced271bb9af6c445f21a1a04c606cefbe2"
+  integrity sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==
 
-v8-compile-cache@^2.0.3:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/v8-compile-cache/-/v8-compile-cache-2.1.1.tgz#54bc3cdd43317bca91e35dcaf305b1a7237de745"
-  integrity sha512-8OQ9CL+VWyt3JStj7HX7/ciTL2V3Rl1Wf5OL+SNTm0yK1KvtReVulksyeRnCANHHuUxHlQig+JJDlUhBt1NQDQ==
+validator@^13.9.0:
+  version "13.15.0"
+  resolved "https://registry.yarnpkg.com/validator/-/validator-13.15.0.tgz#2dc7ce057e7513a55585109eec29b2c8e8c1aefd"
+  integrity sha512-36B2ryl4+oL5QxZ3AzD0t5SsMNGvTtQHpjgFO5tbNxfXbMFkY822ktCDe1MnlqV3301QQI9SLHDNJokDI+Z9pA==
 
-validate-npm-package-license@^3.0.1:
-  version "3.0.4"
-  resolved "https://registry.yarnpkg.com/validate-npm-package-license/-/validate-npm-package-license-3.0.4.tgz#fc91f6b9c7ba15c857f4cb2c5defeec39d4f410a"
-  integrity sha512-DpKm2Ui/xN7/HQKCtpZxoRWBhZ9Z0kqtygG8XCgNQ8ZlDnxuQmWhj566j8fN4Cu3/JmbhsDo7fcAJq4s9h27Ew==
+which-boxed-primitive@^1.1.0, which-boxed-primitive@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/which-boxed-primitive/-/which-boxed-primitive-1.1.1.tgz#d76ec27df7fa165f18d5808374a5fe23c29b176e"
+  integrity sha512-TbX3mj8n0odCBFVlY8AxkqcHASw3L60jIuF8jFP78az3C2YhmGvqbHBpAjTRH2/xqYunrJ9g1jSyjCjpoWzIAA==
   dependencies:
-    spdx-correct "^3.0.0"
-    spdx-expression-parse "^3.0.0"
-
-validator@^10.11.0:
-  version "10.11.0"
-  resolved "https://registry.yarnpkg.com/validator/-/validator-10.11.0.tgz#003108ea6e9a9874d31ccc9e5006856ccd76b228"
-  integrity sha512-X/p3UZerAIsbBfN/IwahhYaBbY68EN/UQBWHtsbXGT5bfrH/p4NQzUCG1kF/rtKaNpnJ7jAu6NGTdSNtyNIXMw==
+    is-bigint "^1.1.0"
+    is-boolean-object "^1.2.1"
+    is-number-object "^1.1.1"
+    is-string "^1.1.1"
+    is-symbol "^1.1.1"
 
-which@^1.2.9:
-  version "1.3.1"
-  resolved "https://registry.yarnpkg.com/which/-/which-1.3.1.tgz#a45043d54f5805316da8d62f9f50918d3da70b0a"
-  integrity sha512-HxJdYWq1MTIQbJ3nw0cqssHoTNU267KlrDuGZ1WYlxDStUtKUhOaJmh112/TZmHxxUfuJqPXSOm7tDyas0OSIQ==
+which-builtin-type@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/which-builtin-type/-/which-builtin-type-1.2.1.tgz#89183da1b4907ab089a6b02029cc5d8d6574270e"
+  integrity sha512-6iBczoX+kDQ7a3+YJBnh3T+KZRxM/iYNPXicqk66/Qfm1b93iu+yOImkg0zHbj5LNOcNv1TEADiZ0xa34B4q6Q==
+  dependencies:
+    call-bound "^1.0.2"
+    function.prototype.name "^1.1.6"
+    has-tostringtag "^1.0.2"
+    is-async-function "^2.0.0"
+    is-date-object "^1.1.0"
+    is-finalizationregistry "^1.1.0"
+    is-generator-function "^1.0.10"
+    is-regex "^1.2.1"
+    is-weakref "^1.0.2"
+    isarray "^2.0.5"
+    which-boxed-primitive "^1.1.0"
+    which-collection "^1.0.2"
+    which-typed-array "^1.1.16"
+
+which-collection@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/which-collection/-/which-collection-1.0.2.tgz#627ef76243920a107e7ce8e96191debe4b16c2a0"
+  integrity sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==
+  dependencies:
+    is-map "^2.0.3"
+    is-set "^2.0.3"
+    is-weakmap "^2.0.2"
+    is-weakset "^2.0.3"
+
+which-typed-array@^1.1.16, which-typed-array@^1.1.18:
+  version "1.1.19"
+  resolved "https://registry.yarnpkg.com/which-typed-array/-/which-typed-array-1.1.19.tgz#df03842e870b6b88e117524a4b364b6fc689f956"
+  integrity sha512-rEvr90Bck4WZt9HHFC4DJMsjvu7x+r6bImz0/BrbWb7A2djJ8hnZMrWnHo9F8ssv0OMErasDhftrfROTyqSDrw==
+  dependencies:
+    available-typed-arrays "^1.0.7"
+    call-bind "^1.0.8"
+    call-bound "^1.0.4"
+    for-each "^0.3.5"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
+    has-tostringtag "^1.0.2"
+
+which@^2.0.1:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/which/-/which-2.0.2.tgz#7c6a8dd0a636a0327e10b59c9286eee93f3f51b1"
+  integrity sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==
   dependencies:
     isexe "^2.0.0"
 
-wkx@^0.4.8:
-  version "0.4.8"
-  resolved "https://registry.yarnpkg.com/wkx/-/wkx-0.4.8.tgz#a092cf088d112683fdc7182fd31493b2c5820003"
-  integrity sha512-ikPXMM9IR/gy/LwiOSqWlSL3X/J5uk9EO2hHNRXS41eTLXaUFEVw9fn/593jW/tE5tedNg8YjT5HkCa4FqQZyQ==
+wkx@^0.5.0:
+  version "0.5.0"
+  resolved "https://registry.yarnpkg.com/wkx/-/wkx-0.5.0.tgz#c6c37019acf40e517cc6b94657a25a3d4aa33e8c"
+  integrity sha512-Xng/d4Ichh8uN4l0FToV/258EjMGU9MGcA0HV2d9B/ZpZB3lqQm7nkOdZdm5GhKtLLhAE7PiVQwN4eN+2YJJUg==
   dependencies:
     "@types/node" "*"
 
-word-wrap@~1.2.3:
-  version "1.2.3"
-  resolved "https://registry.yarnpkg.com/word-wrap/-/word-wrap-1.2.3.tgz#610636f6b1f703891bd34771ccb17fb93b47079c"
-  integrity sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==
-
-wrappy@1:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f"
-  integrity sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=
-
-write@1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/write/-/write-1.0.3.tgz#0800e14523b923a387e415123c865616aae0f5c3"
-  integrity sha512-/lg70HAjtkUgWPVZhZcm+T4hkL8Zbtp1nFNOn3lRrxnlv50SRBv7cR7RqR+GMsd3hUXy9hWBo4CHTbFTcOYwig==
-  dependencies:
-    mkdirp "^0.5.1"
+word-wrap@^1.2.5:
+  version "1.2.5"
+  resolved "https://registry.yarnpkg.com/word-wrap/-/word-wrap-1.2.5.tgz#d2c45c6dd4fbce621a66f136cbe328afd0410b34"
+  integrity sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==
 
 xtend@^4.0.0:
   version "4.0.2"
   resolved "https://registry.yarnpkg.com/xtend/-/xtend-4.0.2.tgz#bb72779f5fa465186b1f438f674fa347fdb5db54"
   integrity sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==
+
+yocto-queue@^0.1.0:
+  version "0.1.0"
+  resolved "https://registry.yarnpkg.com/yocto-queue/-/yocto-queue-0.1.0.tgz#0294eb3dee05028d31ee1a5fa2c556a6aaf10a1b"
+  integrity sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==
diff --git a/src/database-controller/src/.eslintrc.js b/src/database-controller/src/.eslintrc.js
index 703d6ae9..e5e2cfe1 100644
--- a/src/database-controller/src/.eslintrc.js
+++ b/src/database-controller/src/.eslintrc.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   plugins: ['eslint-plugin-prettier'],
   env: {
diff --git a/src/database-controller/src/common/config.js b/src/database-controller/src/common/config.js
index ccb1144c..5578a15d 100644
--- a/src/database-controller/src/common/config.js
+++ b/src/database-controller/src/common/config.js
@@ -39,7 +39,7 @@ const config = {
   rbacEnabled: process.env.RBAC_IN_CLUSTER === 'true',
 };
 
-const { error, value } = Joi.validate(config, configSchema);
+const { error, value } = configSchema.validate(config);
 if (error) {
   throw new Error(`Config error\n${error}`);
 }
diff --git a/src/database-controller/src/common/framework.js b/src/database-controller/src/common/framework.js
index e523e860..f7f7a9bc 100644
--- a/src/database-controller/src/common/framework.js
+++ b/src/database-controller/src/common/framework.js
@@ -181,7 +181,7 @@ class Snapshot {
 
   getRequestUpdate(withSnapshot = true) {
     // Get database updates from the snapshot for the request part.
-    const loadedConfig = yaml.safeLoad(
+    const loadedConfig = yaml.load(
       this._snapshot.metadata.annotations.config,
     );
     const jobPriority = _.get(
@@ -438,7 +438,7 @@ class AddOns {
       try {
         await k8s.createSecret(this._configSecretDef);
       } catch (err) {
-        if (err.response && err.response.statusCode === 409) {
+        if (err.code === 409) {
           logger.warn(
             `Secret ${this._configSecretDef.metadata.name} already exists.`,
           );
@@ -451,7 +451,7 @@ class AddOns {
       try {
         await k8s.createSecret(this._userExtensionSecretDef);
       } catch (err) {
-        if (err.response && err.response.statusCode === 409) {
+        if (err.code === 409) {
           logger.warn(
             `Secret ${this._userExtensionSecretDef.metadata.name} already exists.`,
           );
@@ -464,7 +464,7 @@ class AddOns {
       try {
         await k8s.createPriorityClass(this._priorityClassDef);
       } catch (err) {
-        if (err.response && err.response.statusCode === 409) {
+        if (err.code === 409) {
           logger.warn(
             `PriorityClass ${this._priorityClassDef.metadata.name} already exists.`,
           );
@@ -477,7 +477,7 @@ class AddOns {
       try {
         await k8s.createSecret(this._dockerSecretDef);
       } catch (err) {
-        if (err.response && err.response.statusCode === 409) {
+        if (err.code === 409) {
           logger.warn(
             `Secret ${this._dockerSecretDef.metadata.name} already exists.`,
           );
@@ -490,7 +490,7 @@ class AddOns {
       try {
         await k8s.createSecret(this._tokenSecretDef);
       } catch (err) {
-        if (err.response && err.response.statusCode === 409) {
+        if (err.code === 409) {
           logger.warn(
             `Secret ${this._tokenSecretDef.metadata.name} already exists.`,
           );
@@ -568,14 +568,13 @@ class AddOns {
 async function synchronizeCreate(snapshot, addOns) {
   await addOns.create();
   try {
-    const response = await k8s.createFramework(snapshot.getRequest(false));
+    const frameworkResponse = await k8s.createFramework(snapshot.getRequest(false));
     // framework is created successfully.
-    const frameworkResponse = response.body;
     // don't wait for patching
     addOns.silentPatch(frameworkResponse);
     return frameworkResponse;
   } catch (err) {
-    if (err.response && err.response.statusCode === 409) {
+    if (err.code === 409) {
       // doesn't delete add-ons if 409 error
       logger.warn(`Framework ${snapshot.getName()} already exists.`);
       throw err;
@@ -590,8 +589,7 @@ async function synchronizeModify(snapshot) {
     snapshot.getName(),
     snapshot.getRequest(false),
   );
-  const frameworkResponse = response.body;
-  return frameworkResponse;
+  return response;
 }
 
 async function synchronizeRequest(snapshot, addOns) {
@@ -608,7 +606,7 @@ async function synchronizeRequest(snapshot, addOns) {
     return frameworkResponse;
   } catch (err) {
     // If framework doesn't exist, create it.
-    if (err.response && err.response.statusCode === 404) {
+    if (err.code === 404) {
       const frameworkResponse = await synchronizeCreate(snapshot, addOns);
       logger.info(
         `Request of framework ${snapshot.getName()} is successfully created.`,
diff --git a/src/database-controller/src/common/init.js b/src/database-controller/src/common/init.js
index 2ee7a8f4..0910bf9f 100644
--- a/src/database-controller/src/common/init.js
+++ b/src/database-controller/src/common/init.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 const logger = require('@dbc/common/logger');
 
 // We doesn't allow unhandled promise rejection.
diff --git a/src/database-controller/src/common/k8s.js b/src/database-controller/src/common/k8s.js
index 570fb3aa..206cb0f9 100644
--- a/src/database-controller/src/common/k8s.js
+++ b/src/database-controller/src/common/k8s.js
@@ -46,35 +46,35 @@ if (config.rbacEnabled) {
 const customObjectsClient = kc.makeApiClient(k8s.CustomObjectsApi);
 
 async function getFramework(name, namespace = 'default') {
-  const res = await customObjectsClient.getNamespacedCustomObject(
-    'frameworkcontroller.microsoft.com',
-    'v1',
-    namespace,
-    'frameworks',
-    name,
+  const res = await customObjectsClient.getNamespacedCustomObject({
+    group: 'frameworkcontroller.microsoft.com',
+    version: 'v1',
+    namespace: namespace,
+    plural: 'frameworks',
+    name: name}
   );
-  return res.response;
+  return res;
 }
 
 async function listFramework(name, namespace = 'default') {
-  const res = await customObjectsClient.listNamespacedCustomObject(
-    'frameworkcontroller.microsoft.com',
-    'v1',
-    namespace,
-    'frameworks',
+  const res = await customObjectsClient.listNamespacedCustomObject({
+    group: 'frameworkcontroller.microsoft.com',
+    version: 'v1',
+    namespace: namespace,
+    plural: 'frameworks'}
   );
-  return res.response;
+  return res;
 }
 
 async function createFramework(frameworkDescription, namespace = 'default') {
-  const res = await customObjectsClient.createNamespacedCustomObject(
-    'frameworkcontroller.microsoft.com',
-    'v1',
-    namespace,
-    'frameworks',
-    frameworkDescription,
+  const res = await customObjectsClient.createNamespacedCustomObject({
+    group: 'frameworkcontroller.microsoft.com',
+    version: 'v1',
+    namespace: namespace,
+    plural: 'frameworks',
+    body: frameworkDescription}
   );
-  return res.response;
+  return res;
 }
 
 async function patchFramework(name, data, namespace = 'default') {
@@ -85,31 +85,30 @@ async function patchFramework(name, data, namespace = 'default') {
     delete data.status;
   }
   // https://github.com/kubernetes-client/javascript/blob/8151bff/src/gen/api/customObjectsApi.ts#L1983
-  const res = await customObjectsClient.patchNamespacedCustomObject(
-    'frameworkcontroller.microsoft.com',
-    'v1',
-    namespace,
-    'frameworks',
-    name,
-    data,
-    ...Array(3), // skip some parameters
-    { headers: { 'Content-Type': 'application/merge-patch+json' } },
+  const res = await customObjectsClient.patchNamespacedCustomObject({
+    group: 'frameworkcontroller.microsoft.com',
+    version: 'v1',
+    namespace: namespace,
+    plural: 'frameworks',
+    name: name,
+    body: data},
+    k8s.setHeaderOptions('Content-Type', k8s.PatchStrategy.MergePatch),
   );
-  return res.response;
+  logger.info(JSON.stringify(res, null, 2));
+  return res;
 }
 
 async function deleteFramework(name, namespace = 'default') {
   // https://github.com/kubernetes-client/javascript/blob/8151bff/src/gen/api/customObjectsApi.ts#L671C18-L671C47
-  const res = await customObjectsClient.deleteNamespacedCustomObject(
-    'frameworkcontroller.microsoft.com',
-    'v1',
-    namespace,
-    'frameworks',
-    name,
-    ...Array(5), // skip some parameters
-    { headers: { propagationPolicy: 'Foreground' } },
+  const res = await customObjectsClient.deleteNamespacedCustomObject({
+    group: 'frameworkcontroller.microsoft.com',
+    version: 'v1',
+    namespace: namespace,
+    plural: 'frameworks',
+    name: name},
+    k8s.setHeaderOptions('propagationPolicy', 'Foreground'),
   );
-  return res.response;
+  return res;
 }
 
 function getFrameworkInformer(
@@ -138,11 +137,11 @@ function getFrameworkInformer(
   */
   const listFn = () => {
     logger.info('Frameworks are listed.');
-    return customObjectsClient.listNamespacedCustomObject(
-      'frameworkcontroller.microsoft.com',
-      'v1',
-      namespace,
-      'frameworks',
+    return customObjectsClient.listNamespacedCustomObject({
+      group: 'frameworkcontroller.microsoft.com',
+      version: 'v1',
+      namespace: namespace,
+      plural: 'frameworks'}
     );
   };
   const informer = k8s.makeInformer(
@@ -162,7 +161,7 @@ function getEventInformer(timeoutSeconds = 365 * 86400, namespace = 'default') {
   */
   const listFn = () => {
     logger.info('Cluster events are listed.');
-    return coreV1Client.listNamespacedEvent(namespace);
+    return coreV1Client.listNamespacedEvent({namespace: namespace});
   };
   const informer = k8s.makeInformer(
     kc,
@@ -175,26 +174,29 @@ function getEventInformer(timeoutSeconds = 365 * 86400, namespace = 'default') {
 const priorityClassClient = kc.makeApiClient(k8s.SchedulingV1Api);
 
 async function createPriorityClass(priorityClassDef) {
-  const res = await priorityClassClient.createPriorityClass(priorityClassDef);
-  return res.response;
+  const res = await priorityClassClient.createPriorityClass({body: priorityClassDef});
+  return res;
 }
 
 async function deletePriorityClass(name) {
-  const res = await priorityClassClient.deletePriorityClass(name);
-  return res.response;
+  const res = await priorityClassClient.deletePriorityClass({name: name});
+  return res;
 }
 
 async function createSecret(secretDef) {
-  const res = await coreV1Client.createNamespacedSecret(
-    secretDef.metadata.namespace,
-    secretDef,
+  const res = await coreV1Client.createNamespacedSecret({
+    namespace: secretDef.metadata.namespace,
+    body: secretDef}
   );
   return res;
 }
 
 async function deleteSecret(name, namespace = 'default') {
-  const res = await coreV1Client.deleteNamespacedSecret(name, namespace);
-  return res.response;
+  const res = await coreV1Client.deleteNamespacedSecret({
+    name: name,
+    namespace: namespace}
+  );
+  return res;
 }
 
 async function patchSecretOwnerToFramework(secret, frameworkResponse) {
@@ -211,14 +213,13 @@ async function patchSecretOwnerToFramework(secret, frameworkResponse) {
     ],
   };
   // https://kubernetes-client.github.io/javascript/classes/CoreV1Api.html#patchNamespacedSecret
-  const res = await coreV1Client.patchNamespacedSecret(
-    secret.metadata.name,
-    secret.metadata.namespace,
-    { metadata: metadata },
-    ...Array(5), // skip some parameters
-    { headers: { 'Content-Type': 'application/merge-patch+json' } },
+  const res = await coreV1Client.patchNamespacedSecret({
+    name: secret.metadata.name,
+    namespace: secret.metadata.namespace,
+    body: { metadata: metadata }},
+    k8s.setHeaderOptions('Content-Type', k8s.PatchStrategy.MergePatch),
   );
-  return res.response;
+  return res;
 }
 
 const timeoutMs = config.k8sConnectionTimeoutSecond * 1000;
diff --git a/src/database-controller/src/initializer/index.js b/src/database-controller/src/initializer/index.js
index 6e21fe8b..2199d5ab 100644
--- a/src/database-controller/src/initializer/index.js
+++ b/src/database-controller/src/initializer/index.js
@@ -13,7 +13,7 @@ async function updateFromNoDatabaseVersion(databaseModel) {
   // update from 1.0.0 < version < v1.2.0
   await databaseModel.synchronizeSchema();
   // transfer old frameworks from api server to db
-  const frameworks = (await k8s.listFramework()).body.items;
+  const frameworks = (await k8s.listFramework()).items;
   const upsertPromises = [];
   for (const framework of frameworks) {
     const snapshot = new Snapshot(framework);
diff --git a/src/database-controller/src/package.json b/src/database-controller/src/package.json
index 0536b280..4888f7e3 100644
--- a/src/database-controller/src/package.json
+++ b/src/database-controller/src/package.json
@@ -10,41 +10,54 @@
   "main": "index.js",
   "license": "MIT",
   "dependencies": {
-    "@kubernetes/client-node": "0.20.0",
-    "async-lock": "^1.2.4",
-    "body-parser": "^1.19.0",
-    "compression": "^1.7.4",
+    "@kubernetes/client-node": "1.2.0",
+    "async-lock": "^1.4.1",
+    "body-parser": "^2.2.1",
+    "compression": "^1.8.0",
     "cors": "^2.8.5",
-    "diskusage": "^1.1.3",
-    "dotenv": "^8.2.0",
-    "express": "^4.17.1",
-    "http-errors": "^1.8.0",
+    "diskusage": "^1.2.0",
+    "dotenv": "^16.5.0",
+    "express": "^5.2.0",
+    "http-errors": "^2.0.0",
     "interval-promise": "^1.4.0",
-    "joi": "^14.3.1",
-    "js-yaml": "^3.14.0",
-    "json-merge-patch": "^1.0.0",
+    "joi": "^17.13.3",
+    "js-yaml": "^4.1.1",
+    "json-merge-patch": "^1.0.2",
     "lodash": "^4.17.21",
-    "module-alias": "^2.2.2",
+    "module-alias": "^2.2.3",
     "morgan": "^1.10.0",
-    "node-fetch": "^2.6.7",
+    "node-fetch": "^2.7.0",
     "openpaidbsdk": "file:../sdk",
-    "p-queue": "^6.6.1",
-    "statuses": "^2.0.0",
-    "uuid": "^8.3.2",
-    "winston": "2"
+    "p-queue": "^8.1.0",
+    "statuses": "^2.0.1",
+    "uuid": "^11.1.0",
+    "winston": "2",
+    "ws": "^8.18.2"
+  },
+  "overrides": {
+    "validator@*": "13.15.20",
+    "express@*": "5.2.1",
+    "body-parser@*": "2.2.1",
+    "js-yaml@*": "4.1.1",
+    "express@* > body-parser": "2.2.1",
+    "@eslint/eslintrc@* > js-yaml": "4.1.1",
+    "@kubernetes/client-node@* > js-yaml": "4.1.1"
+  },
+  "resolutions": {
+    "tar-fs": "^3.1.1",
+    "@eslint/plugin-kit": "^0.3.3",
+    "form-data": "^4.0.4"
   },
   "_moduleAliases": {
     "@dbc": "."
   },
   "devDependencies": {
-    "eslint": "6.2.2",
-    "eslint-config-prettier": "6.1.0",
-    "eslint-config-standard": "14.0.1",
-    "eslint-plugin-import": "2.18.2",
-    "eslint-plugin-node": "9.1.0",
-    "eslint-plugin-prettier": "3.1.0",
-    "eslint-plugin-promise": "4.2.1",
-    "eslint-plugin-standard": "4.0.1",
-    "prettier": "1.18.2"
+    "eslint": "^9.25.1",
+    "eslint-config-prettier": "10.1.2",
+    "eslint-plugin-import": "2.31.0",
+    "eslint-plugin-node": "11.1.0",
+    "eslint-plugin-prettier": "5.2.6",
+    "eslint-plugin-promise": "7.2.1",
+    "prettier": "3.5.3"
   }
 }
diff --git a/src/database-controller/src/poller/config.js b/src/database-controller/src/poller/config.js
index b49a0e3b..4481ddf5 100644
--- a/src/database-controller/src/poller/config.js
+++ b/src/database-controller/src/poller/config.js
@@ -31,7 +31,7 @@ const config = {
   maxRpcConcurrency: parseInt(process.env.MAX_RPC_CONCURRENCY),
 };
 
-const { error, value } = Joi.validate(config, configSchema);
+const { error, value } = configSchema.validate(config);
 if (error) {
   throw new Error(`Config error\n${error}`);
 }
diff --git a/src/database-controller/src/prettier.config.js b/src/database-controller/src/prettier.config.js
index 219e71e4..6d44a659 100644
--- a/src/database-controller/src/prettier.config.js
+++ b/src/database-controller/src/prettier.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   semi: true,
   // Trailing commas help with git merging and conflict resolution
diff --git a/src/database-controller/src/watcher/cluster-event/config.js b/src/database-controller/src/watcher/cluster-event/config.js
index c3a7c514..0167fd71 100644
--- a/src/database-controller/src/watcher/cluster-event/config.js
+++ b/src/database-controller/src/watcher/cluster-event/config.js
@@ -37,7 +37,7 @@ const config = {
   watchTimeoutSeconds: parseInt(process.env.WATCH_TIMEOUT_SECONDS),
 };
 
-const { error, value } = Joi.validate(config, configSchema);
+const { error, value } = configSchema.validate(config);
 if (error) {
   throw new Error(`Config error\n${error}`);
 }
diff --git a/src/database-controller/src/watcher/framework/config.js b/src/database-controller/src/watcher/framework/config.js
index 01db554b..f218fe92 100644
--- a/src/database-controller/src/watcher/framework/config.js
+++ b/src/database-controller/src/watcher/framework/config.js
@@ -25,7 +25,7 @@ const config = {
   watchTimeoutSeconds: parseInt(process.env.WATCH_TIMEOUT_SECONDS),
 };
 
-const { error, value } = Joi.validate(config, configSchema);
+const { error, value } = configSchema.validate(config);
 if (error) {
   throw new Error(`Config error\n${error}`);
 }
diff --git a/src/database-controller/src/write-merger/config.js b/src/database-controller/src/write-merger/config.js
index d3af0134..da10451d 100644
--- a/src/database-controller/src/write-merger/config.js
+++ b/src/database-controller/src/write-merger/config.js
@@ -24,7 +24,7 @@ const config = {
   port: parseInt(process.env.PORT),
 };
 
-const { error, value } = Joi.validate(config, configSchema);
+const { error, value } = configSchema.validate(config);
 if (error) {
   throw new Error(`Config error\n${error}`);
 }
diff --git a/src/database-controller/src/yarn.lock b/src/database-controller/src/yarn.lock
index 355ee2a9..ac6bae13 100644
--- a/src/database-controller/src/yarn.lock
+++ b/src/database-controller/src/yarn.lock
@@ -2,109 +2,264 @@
 # yarn lockfile v1
 
 
-"@babel/code-frame@^7.0.0":
-  version "7.24.2"
-  resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.24.2.tgz#718b4b19841809a58b29b68cde80bc5e1aa6d9ae"
-  integrity sha512-y5+tLQyV8pg3fsiln67BVLD1P13Eg4lh5RW9mF0zUuvLrv9uIQ4MCL+CRT+FTsBlBjcIan6PGsLcBN0m3ClUyQ==
-  dependencies:
-    "@babel/highlight" "^7.24.2"
-    picocolors "^1.0.0"
-
-"@babel/helper-validator-identifier@^7.24.5":
-  version "7.24.5"
-  resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.24.5.tgz#918b1a7fa23056603506370089bd990d8720db62"
-  integrity sha512-3q93SSKX2TWCG30M2G2kwaKeTYgEUp5Snjuj8qm729SObL6nbtUldAi37qbxkD5gg3xnBio+f9nqpSepGZMvxA==
-
-"@babel/highlight@^7.24.2":
-  version "7.24.5"
-  resolved "https://registry.yarnpkg.com/@babel/highlight/-/highlight-7.24.5.tgz#bc0613f98e1dd0720e99b2a9ee3760194a704b6e"
-  integrity sha512-8lLmua6AVh/8SLJRRVD6V8p73Hir9w5mJrhE+IPpILG31KKlI9iz5zmBYKcWPS59qSfgP9RaSBQSHHE81WKuEw==
-  dependencies:
-    "@babel/helper-validator-identifier" "^7.24.5"
-    chalk "^2.4.2"
-    js-tokens "^4.0.0"
-    picocolors "^1.0.0"
-
-"@kubernetes/client-node@0.20.0":
-  version "0.20.0"
-  resolved "https://registry.yarnpkg.com/@kubernetes/client-node/-/client-node-0.20.0.tgz#4447ae27fd6eef3d4830a5a039f3b84ffd5c5913"
-  integrity sha512-xxlv5GLX4FVR/dDKEsmi4SPeuB49aRc35stndyxcC73XnUEEwF39vXbROpHOirmDse8WE9vxOjABnSVS+jb7EA==
+"@eslint-community/eslint-utils@^4.4.0", "@eslint-community/eslint-utils@^4.8.0":
+  version "4.9.0"
+  resolved "https://registry.yarnpkg.com/@eslint-community/eslint-utils/-/eslint-utils-4.9.0.tgz#7308df158e064f0dd8b8fdb58aa14fa2a7f913b3"
+  integrity sha512-ayVFHdtZ+hsq1t2Dy24wCmGXGe4q9Gu3smhLYALJrr473ZH27MsnSL+LKUlimp4BWJqMDMLmPpx/Q9R3OAlL4g==
+  dependencies:
+    eslint-visitor-keys "^3.4.3"
+
+"@eslint-community/regexpp@^4.12.1":
+  version "4.12.2"
+  resolved "https://registry.yarnpkg.com/@eslint-community/regexpp/-/regexpp-4.12.2.tgz#bccdf615bcf7b6e8db830ec0b8d21c9a25de597b"
+  integrity sha512-EriSTlt5OC9/7SXkRSCAhfSxxoSUgBm33OH+IkwbdpgoqsSsUg7y3uh+IICI/Qg4BBWr3U2i39RpmycbxMq4ew==
+
+"@eslint/config-array@^0.21.1":
+  version "0.21.1"
+  resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.21.1.tgz#7d1b0060fea407f8301e932492ba8c18aff29713"
+  integrity sha512-aw1gNayWpdI/jSYVgzN5pL0cfzU02GT3NBpeT/DXbx1/1x7ZKxFPd9bwrzygx/qiwIQiJ1sw/zD8qY/kRvlGHA==
+  dependencies:
+    "@eslint/object-schema" "^2.1.7"
+    debug "^4.3.1"
+    minimatch "^3.1.2"
+
+"@eslint/config-helpers@^0.4.2":
+  version "0.4.2"
+  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.4.2.tgz#1bd006ceeb7e2e55b2b773ab318d300e1a66aeda"
+  integrity sha512-gBrxN88gOIf3R7ja5K9slwNayVcZgK6SOUORm2uBzTeIEfeVaIhOpCtTox3P6R7o2jLFwLFTLnC7kU/RGcYEgw==
+  dependencies:
+    "@eslint/core" "^0.17.0"
+
+"@eslint/core@^0.15.2":
+  version "0.15.2"
+  resolved "https://registry.yarnpkg.com/@eslint/core/-/core-0.15.2.tgz#59386327d7862cc3603ebc7c78159d2dcc4a868f"
+  integrity sha512-78Md3/Rrxh83gCxoUc0EiciuOHsIITzLy53m3d9UyiW8y9Dj2D29FeETqyKA+BRK76tnTp6RXWb3pCay8Oyomg==
+  dependencies:
+    "@types/json-schema" "^7.0.15"
+
+"@eslint/core@^0.17.0":
+  version "0.17.0"
+  resolved "https://registry.yarnpkg.com/@eslint/core/-/core-0.17.0.tgz#77225820413d9617509da9342190a2019e78761c"
+  integrity sha512-yL/sLrpmtDaFEiUj1osRP4TI2MDz1AddJL+jZ7KSqvBuliN4xqYY54IfdN8qD8Toa6g1iloph1fxQNkjOxrrpQ==
+  dependencies:
+    "@types/json-schema" "^7.0.15"
+
+"@eslint/eslintrc@^3.3.1":
+  version "3.3.3"
+  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.3.tgz#26393a0806501b5e2b6a43aa588a4d8df67880ac"
+  integrity sha512-Kr+LPIUVKz2qkx1HAMH8q1q6azbqBAsXJUxBl/ODDuVPX45Z9DfwB8tPjTi6nNZ8BuM3nbJxC5zCAg5elnBUTQ==
+  dependencies:
+    ajv "^6.12.4"
+    debug "^4.3.2"
+    espree "^10.0.1"
+    globals "^14.0.0"
+    ignore "^5.2.0"
+    import-fresh "^3.2.1"
+    js-yaml "^4.1.1"
+    minimatch "^3.1.2"
+    strip-json-comments "^3.1.1"
+
+"@eslint/js@9.39.1":
+  version "9.39.1"
+  resolved "https://registry.yarnpkg.com/@eslint/js/-/js-9.39.1.tgz#0dd59c3a9f40e3f1882975c321470969243e0164"
+  integrity sha512-S26Stp4zCy88tH94QbBv3XCuzRQiZ9yXofEILmglYTh/Ug/a9/umqvgFtYBAo3Lp0nsI/5/qH1CCrbdK3AP1Tw==
+
+"@eslint/object-schema@^2.1.7":
+  version "2.1.7"
+  resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-2.1.7.tgz#6e2126a1347e86a4dedf8706ec67ff8e107ebbad"
+  integrity sha512-VtAOaymWVfZcmZbp6E2mympDIHvyjXs/12LqWYjVw6qjrfF+VK+fyG33kChz3nnK+SU5/NeHOqrTEHS8sXO3OA==
+
+"@eslint/plugin-kit@^0.3.3", "@eslint/plugin-kit@^0.4.1":
+  version "0.3.5"
+  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.3.5.tgz#fd8764f0ee79c8ddab4da65460c641cefee017c5"
+  integrity sha512-Z5kJ+wU3oA7MMIqVR9tyZRtjYPr4OC004Q4Rw7pgOKUOKkJfZ3O24nz3WYfGRpMDNmcOi3TwQOmgm7B7Tpii0w==
+  dependencies:
+    "@eslint/core" "^0.15.2"
+    levn "^0.4.1"
+
+"@hapi/hoek@^9.0.0", "@hapi/hoek@^9.3.0":
+  version "9.3.0"
+  resolved "https://registry.yarnpkg.com/@hapi/hoek/-/hoek-9.3.0.tgz#8368869dcb735be2e7f5cb7647de78e167a251fb"
+  integrity sha512-/c6rf4UJlmHlC9b5BaNvzAcFv7HZ2QHaV0D4/HNlBdvFnvQq8RI4kYdhyPCl7Xj+oWvTWQ8ujhqS53LIgAe6KQ==
+
+"@hapi/topo@^5.1.0":
+  version "5.1.0"
+  resolved "https://registry.yarnpkg.com/@hapi/topo/-/topo-5.1.0.tgz#dc448e332c6c6e37a4dc02fd84ba8d44b9afb012"
+  integrity sha512-foQZKJig7Ob0BMAYBfcJk8d77QtOe7Wo4ox7ff1lQYoNNAb6jwcY1ncdoy2e9wQZzvNy7ODZCYJkK8kzmcAnAg==
+  dependencies:
+    "@hapi/hoek" "^9.0.0"
+
+"@humanfs/core@^0.19.1":
+  version "0.19.1"
+  resolved "https://registry.yarnpkg.com/@humanfs/core/-/core-0.19.1.tgz#17c55ca7d426733fe3c561906b8173c336b40a77"
+  integrity sha512-5DyQ4+1JEUzejeK1JGICcideyfUbGixgS9jNgex5nqkW+cY7WZhxBigmieN5Qnw9ZosSNVC9KQKyb+GUaGyKUA==
+
+"@humanfs/node@^0.16.6":
+  version "0.16.7"
+  resolved "https://registry.yarnpkg.com/@humanfs/node/-/node-0.16.7.tgz#822cb7b3a12c5a240a24f621b5a2413e27a45f26"
+  integrity sha512-/zUx+yOsIrG4Y43Eh2peDeKCxlRt/gET6aHfaKpuq267qXdYDFViVHfMaLyygZOnl0kGWxFIgsBy8QFuTLUXEQ==
+  dependencies:
+    "@humanfs/core" "^0.19.1"
+    "@humanwhocodes/retry" "^0.4.0"
+
+"@humanwhocodes/module-importer@^1.0.1":
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/@humanwhocodes/module-importer/-/module-importer-1.0.1.tgz#af5b2691a22b44be847b0ca81641c5fb6ad0172c"
+  integrity sha512-bxveV4V8v5Yb4ncFTT3rPSgZBOpCkjfK0y4oVVVJwIuDVBRMDXrPyXRL988i5ap9m9bnyEEjWfm5WkBmtffLfA==
+
+"@humanwhocodes/retry@^0.4.0", "@humanwhocodes/retry@^0.4.2":
+  version "0.4.3"
+  resolved "https://registry.yarnpkg.com/@humanwhocodes/retry/-/retry-0.4.3.tgz#c2b9d2e374ee62c586d3adbea87199b1d7a7a6ba"
+  integrity sha512-bV0Tgo9K4hfPCek+aMAn81RppFKv2ySDQeMoSZuvTASywNTnVJCArCZE2FWqpvIatKu7VMRLWlR1EazvVhDyhQ==
+
+"@jsep-plugin/assignment@^1.3.0":
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/@jsep-plugin/assignment/-/assignment-1.3.0.tgz#fcfc5417a04933f7ceee786e8ab498aa3ce2b242"
+  integrity sha512-VVgV+CXrhbMI3aSusQyclHkenWSAm95WaiKrMxRFam3JSUiIaQjoMIw2sEs/OX4XifnqeQUN4DYbJjlA8EfktQ==
+
+"@jsep-plugin/regex@^1.0.4":
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/@jsep-plugin/regex/-/regex-1.0.4.tgz#cb2fc423220fa71c609323b9ba7f7d344a755fcc"
+  integrity sha512-q7qL4Mgjs1vByCaTnDFcBnV9HS7GVPJX5vyVoCgZHNSC9rjwIlmbXG5sUuorR5ndfHAIlJ8pVStxvjXHbNvtUg==
+
+"@kubernetes/client-node@1.2.0":
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/@kubernetes/client-node/-/client-node-1.2.0.tgz#387e8e94469fdf14450685b5dabb30693ecd84db"
+  integrity sha512-poAuFgw571HYaaCp+96Zm82CUJY95Nf3f6Qfsv/Ah/fj8ra2558xX07u0FmGgCR2EJj2mLyFqVGdT5MndRcawQ==
   dependencies:
     "@types/js-yaml" "^4.0.1"
-    "@types/node" "^20.1.1"
-    "@types/request" "^2.47.1"
-    "@types/ws" "^8.5.3"
-    byline "^5.0.0"
+    "@types/node" "^22.0.0"
+    "@types/node-fetch" "^2.6.9"
+    "@types/stream-buffers" "^3.0.3"
+    form-data "^4.0.0"
+    hpagent "^1.2.0"
     isomorphic-ws "^5.0.0"
     js-yaml "^4.1.0"
-    jsonpath-plus "^7.2.0"
-    request "^2.88.0"
+    jsonpath-plus "^10.3.0"
+    node-fetch "^2.6.9"
+    openid-client "^6.1.3"
     rfc4648 "^1.3.0"
+    socks-proxy-agent "^8.0.4"
     stream-buffers "^3.0.2"
-    tar "^6.1.11"
-    tslib "^2.4.1"
-    ws "^8.11.0"
-  optionalDependencies:
-    openid-client "^5.3.0"
+    tar-fs "^3.0.8"
+
+"@pkgr/core@^0.2.9":
+  version "0.2.9"
+  resolved "https://registry.yarnpkg.com/@pkgr/core/-/core-0.2.9.tgz#d229a7b7f9dac167a156992ef23c7f023653f53b"
+  integrity sha512-QNqXyfVS2wm9hweSYD2O7F0G06uurj9kZ96TRQE5Y9hU7+tgdZwIkbAKc5Ocy1HxEY2kuDQa6cQ1WRs/O5LFKA==
 
-"@types/caseless@*":
-  version "0.12.5"
-  resolved "https://registry.yarnpkg.com/@types/caseless/-/caseless-0.12.5.tgz#db9468cb1b1b5a925b8f34822f1669df0c5472f5"
-  integrity sha512-hWtVTC2q7hc7xZ/RLbxapMvDMgUnDvKvMOpKal4DrMyfGBUfB1oKaZlIRr6mJL+If3bAP6sV/QneGzF6tJjZDg==
+"@rtsao/scc@^1.1.0":
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/@rtsao/scc/-/scc-1.1.0.tgz#927dd2fae9bc3361403ac2c7a00c32ddce9ad7e8"
+  integrity sha512-zt6OdqaDoOnJ1ZYsCYGt9YmWzDXl4vQdKTyJev62gFhRGKdx7mcT54V9KIjg+d2wi9EXsPvAPKe7i7WjfVWB8g==
+
+"@sideway/address@^4.1.5":
+  version "4.1.5"
+  resolved "https://registry.yarnpkg.com/@sideway/address/-/address-4.1.5.tgz#4bc149a0076623ced99ca8208ba780d65a99b9d5"
+  integrity sha512-IqO/DUQHUkPeixNQ8n0JA6102hT9CmaljNTPmQ1u8MEhBo/R4Q8eKLN/vGZxuebwOroDB4cbpjheD4+/sKFK4Q==
+  dependencies:
+    "@hapi/hoek" "^9.0.0"
+
+"@sideway/formula@^3.0.1":
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/@sideway/formula/-/formula-3.0.1.tgz#80fcbcbaf7ce031e0ef2dd29b1bfc7c3f583611f"
+  integrity sha512-/poHZJJVjx3L+zVD6g9KgHfYnb443oi7wLu/XKojDviHy6HOEOA6z1Trk5aR1dGcmPenJEgb2sK2I80LeS3MIg==
+
+"@sideway/pinpoint@^2.0.0":
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/@sideway/pinpoint/-/pinpoint-2.0.0.tgz#cff8ffadc372ad29fd3f78277aeb29e632cc70df"
+  integrity sha512-RNiOoTPkptFtSVzQevY/yWtZwf/RxyVnPy/OcA9HBM3MlGDnBEYL5B41H0MTn0Uec8Hi+2qUtTfG2WWZBmMejQ==
+
+"@types/debug@^4.1.8":
+  version "4.1.12"
+  resolved "https://registry.yarnpkg.com/@types/debug/-/debug-4.1.12.tgz#a155f21690871953410df4b6b6f53187f0500917"
+  integrity sha512-vIChWdVG3LG1SMxEvI/AK+FWJthlrqlTu7fbrlywTkkaONwk/UAGaULXRlf8vkzFBLVm0zkMdCquhL5aOjhXPQ==
+  dependencies:
+    "@types/ms" "*"
+
+"@types/estree@^1.0.6":
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/@types/estree/-/estree-1.0.8.tgz#958b91c991b1867ced318bedea0e215ee050726e"
+  integrity sha512-dWHzHa2WqEXI/O1E9OjrocMTKJl2mSrEolh1Iomrv6U+JuNwaHXsXx9bLu5gG7BUWFIN0skIQJQ/L1rIex4X6w==
 
 "@types/js-yaml@^4.0.1":
   version "4.0.9"
   resolved "https://registry.yarnpkg.com/@types/js-yaml/-/js-yaml-4.0.9.tgz#cd82382c4f902fed9691a2ed79ec68c5898af4c2"
   integrity sha512-k4MGaQl5TGo/iipqb2UDG2UwjXziSWkh0uysQelTlJpX1qGlpUZYm8PnO4DxG1qBomtJUdYJ6qR6xdIah10JLg==
 
-"@types/node@*", "@types/node@^20.1.1":
-  version "20.12.12"
-  resolved "https://registry.yarnpkg.com/@types/node/-/node-20.12.12.tgz#7cbecdf902085cec634fdb362172dfe12b8f2050"
-  integrity sha512-eWLDGF/FOSPtAvEqeRAQ4C8LSA7M1I7i0ky1I8U7kD1J5ITyW3AsRhQrKVoWf5pFKZ2kILsEGJhsI9r93PYnOw==
-  dependencies:
-    undici-types "~5.26.4"
+"@types/json-schema@^7.0.15":
+  version "7.0.15"
+  resolved "https://registry.yarnpkg.com/@types/json-schema/-/json-schema-7.0.15.tgz#596a1747233694d50f6ad8a7869fcb6f56cf5841"
+  integrity sha512-5+fP8P8MFNC+AyZCDxrB2pkZFPGzqQWUzpSeuuVLvm8VMcorNYavBqoFcxK8bQz4Qsbn4oUEEem4wDLfcysGHA==
+
+"@types/json5@^0.0.29":
+  version "0.0.29"
+  resolved "https://registry.yarnpkg.com/@types/json5/-/json5-0.0.29.tgz#ee28707ae94e11d2b827bcbe5270bcea7f3e71ee"
+  integrity sha512-dRLjCWHYg4oaA77cxO64oO+7JwCwnIzkZPdrrC71jQmQtlhM556pwKo5bUzqvZndkVbeFLIIi+9TC40JNF5hNQ==
+
+"@types/ms@*":
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/@types/ms/-/ms-2.1.0.tgz#052aa67a48eccc4309d7f0191b7e41434b90bb78"
+  integrity sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA==
 
-"@types/request@^2.47.1":
-  version "2.48.12"
-  resolved "https://registry.yarnpkg.com/@types/request/-/request-2.48.12.tgz#0f590f615a10f87da18e9790ac94c29ec4c5ef30"
-  integrity sha512-G3sY+NpsA9jnwm0ixhAFQSJ3Q9JkpLZpJbI3GMv0mIAT0y3mRabYeINzal5WOChIiaTEGQYlHOKgkaM9EisWHw==
+"@types/node-fetch@^2.6.9":
+  version "2.6.13"
+  resolved "https://registry.yarnpkg.com/@types/node-fetch/-/node-fetch-2.6.13.tgz#e0c9b7b5edbdb1b50ce32c127e85e880872d56ee"
+  integrity sha512-QGpRVpzSaUs30JBSGPjOg4Uveu384erbHBoT1zeONvyCfwQxIkUshLAOqN/k9EjGviPRmWTTe6aH2qySWKTVSw==
   dependencies:
-    "@types/caseless" "*"
     "@types/node" "*"
-    "@types/tough-cookie" "*"
-    form-data "^2.5.0"
+    form-data "^4.0.4"
 
-"@types/tough-cookie@*":
-  version "4.0.5"
-  resolved "https://registry.yarnpkg.com/@types/tough-cookie/-/tough-cookie-4.0.5.tgz#cb6e2a691b70cb177c6e3ae9c1d2e8b2ea8cd304"
-  integrity sha512-/Ad8+nIOV7Rl++6f1BdKxFSMgmoqEoYbHRpPcx3JEfv8VRsQe9Z4mCXeJBzxs7mbHY/XOZZuXlRNfhpVPbs6ZA==
+"@types/node@*":
+  version "25.0.0"
+  resolved "https://registry.yarnpkg.com/@types/node/-/node-25.0.0.tgz#c0e0022c3c7b41635c49322e6b3a0279fffa7d62"
+  integrity sha512-rl78HwuZlaDIUSeUKkmogkhebA+8K1Hy7tddZuJ3D0xV8pZSfsYGTsliGUol1JPzu9EKnTxPC4L1fiWouStRew==
+  dependencies:
+    undici-types "~7.16.0"
+
+"@types/node@^22.0.0":
+  version "22.19.2"
+  resolved "https://registry.yarnpkg.com/@types/node/-/node-22.19.2.tgz#2f0956fba46518aaf7578c84e37bddab55f85d01"
+  integrity sha512-LPM2G3Syo1GLzXLGJAKdqoU35XvrWzGJ21/7sgZTUpbkBaOasTj8tjwn6w+hCkqaa1TfJ/w67rJSwYItlJ2mYw==
+  dependencies:
+    undici-types "~6.21.0"
 
-"@types/ws@^8.5.3":
-  version "8.5.10"
-  resolved "https://registry.yarnpkg.com/@types/ws/-/ws-8.5.10.tgz#4acfb517970853fa6574a3a6886791d04a396787"
-  integrity sha512-vmQSUcfalpIq0R9q7uTo2lXs6eGIpt9wtnLdMv9LVpIjCA/+ufZRozlVoVelIYixx1ugCBKDhn89vnsEGOCx9A==
+"@types/stream-buffers@^3.0.3":
+  version "3.0.8"
+  resolved "https://registry.yarnpkg.com/@types/stream-buffers/-/stream-buffers-3.0.8.tgz#9981c092b72c7e1889e3724db40338f503aeac62"
+  integrity sha512-J+7VaHKNvlNPJPEJXX/fKa9DZtR/xPMwuIbe+yNOwp1YB+ApUOBv2aUpEoBJEi8nJgbgs1x8e73ttg0r1rSUdw==
   dependencies:
     "@types/node" "*"
 
-accepts@~1.3.5, accepts@~1.3.8:
-  version "1.3.8"
-  resolved "https://registry.yarnpkg.com/accepts/-/accepts-1.3.8.tgz#0bf0be125b67014adcb0b0921e62db7bffe16b2e"
-  integrity sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==
+"@types/validator@^13.7.17":
+  version "13.15.10"
+  resolved "https://registry.yarnpkg.com/@types/validator/-/validator-13.15.10.tgz#742b77ec34d58554b94a76a14cef30d59e3c16b9"
+  integrity sha512-T8L6i7wCuyoK8A/ZeLYt1+q0ty3Zb9+qbSSvrIVitzT3YjZqkTZ40IbRsPanlB4h1QB3JVL1SYCdR6ngtFYcuA==
+
+accepts@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/accepts/-/accepts-2.0.0.tgz#bbcf4ba5075467f3f2131eab3cffc73c2f5d7895"
+  integrity sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==
   dependencies:
-    mime-types "~2.1.34"
-    negotiator "0.6.3"
+    mime-types "^3.0.0"
+    negotiator "^1.0.0"
 
-acorn-jsx@^5.2.0:
+acorn-jsx@^5.3.2:
   version "5.3.2"
   resolved "https://registry.yarnpkg.com/acorn-jsx/-/acorn-jsx-5.3.2.tgz#7ed5bb55908b3b2f1bc55c6af1653bada7f07937"
   integrity sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ==
 
-acorn@^7.1.1:
-  version "7.4.1"
-  resolved "https://registry.yarnpkg.com/acorn/-/acorn-7.4.1.tgz#feaed255973d2e77555b83dbc08851a6c63520fa"
-  integrity sha512-nQyp0o1/mNdbTO1PO6kHkwSrmgZ0MT/jCCpNiwbUjGoRN4dlBhqJtoQuCnEOKzgTVwg0ZWiCoQy6SxMebQVh8A==
+acorn@^8.15.0:
+  version "8.15.0"
+  resolved "https://registry.yarnpkg.com/acorn/-/acorn-8.15.0.tgz#a360898bc415edaac46c8241f6383975b930b816"
+  integrity sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==
 
-ajv@^6.10.0, ajv@^6.10.2, ajv@^6.12.3:
+agent-base@^7.1.2:
+  version "7.1.4"
+  resolved "https://registry.yarnpkg.com/agent-base/-/agent-base-7.1.4.tgz#e3cd76d4c548ee895d3c3fd8dc1f6c5b9032e7a8"
+  integrity sha512-MnA+YT8fwfJPgBx3m60MNqakm30XOkyIoH1y6huTQvC0PwZG7ki8NacLBcrPbNoo8vEZy7Jpuk7+jMO+CUovTQ==
+
+ajv@^6.12.4:
   version "6.12.6"
   resolved "https://registry.yarnpkg.com/ajv/-/ajv-6.12.6.tgz#baf5a62e802b07d977034586f8c3baf5adf26df4"
   integrity sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==
@@ -114,102 +269,92 @@ ajv@^6.10.0, ajv@^6.10.2, ajv@^6.12.3:
     json-schema-traverse "^0.4.1"
     uri-js "^4.2.2"
 
-ansi-escapes@^3.2.0:
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/ansi-escapes/-/ansi-escapes-3.2.0.tgz#8780b98ff9dbf5638152d1f1fe5c1d7b4442976b"
-  integrity sha512-cBhpre4ma+U0T1oM5fXg7Dy1Jw7zzwv7lt/GoCpr+hDQJoYnKVPLL4dCvSEFMmQurOQvSrwT7SL/DAlhBI97RQ==
-
-ansi-regex@^3.0.0:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-3.0.1.tgz#123d6479e92ad45ad897d4054e3c7ca7db4944e1"
-  integrity sha512-+O9Jct8wf++lXxxFc4hc8LsjaSq0HFzzL7cVsw8pRDIPdjKD2mT4ytDZlLuSBZ4cLKZFXIrMGO7DbQCtMJJMKw==
-
-ansi-regex@^4.1.0:
-  version "4.1.1"
-  resolved "https://registry.yarnpkg.com/ansi-regex/-/ansi-regex-4.1.1.tgz#164daac87ab2d6f6db3a29875e2d1766582dabed"
-  integrity sha512-ILlv4k/3f6vfQ4OoP2AGvirOktlQ98ZEL1k9FaQjxa3L1abBgbuTDAdPOpvbGncC0BTVQrl+OM8xZGK6tWXt7g==
-
-ansi-styles@^3.2.0, ansi-styles@^3.2.1:
-  version "3.2.1"
-  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-3.2.1.tgz#41fbb20243e50b12be0f04b8dedbf07520ce841d"
-  integrity sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==
-  dependencies:
-    color-convert "^1.9.0"
-
-any-promise@^1.3.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/any-promise/-/any-promise-1.3.0.tgz#abc6afeedcea52e809cdc0376aed3ce39635d17f"
-  integrity sha512-7UvmKalWRt1wgjL1RrGxoSJW/0QZFIegpeGvZG9kjp8vrRu55XTHbwnqq2GpXm9uLbcuhxm3IqX9OB4MZR1b2A==
-
-argparse@^1.0.7:
-  version "1.0.10"
-  resolved "https://registry.yarnpkg.com/argparse/-/argparse-1.0.10.tgz#bcd6791ea5ae09725e17e5ad988134cd40b3d911"
-  integrity sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg==
+ansi-styles@^4.1.0:
+  version "4.3.0"
+  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-4.3.0.tgz#edd803628ae71c04c85ae7a0906edad34b648937"
+  integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
   dependencies:
-    sprintf-js "~1.0.2"
+    color-convert "^2.0.1"
 
 argparse@^2.0.1:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/argparse/-/argparse-2.0.1.tgz#246f50f3ca78a3240f6c997e8a9bd1eac49e4b38"
   integrity sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==
 
-array-buffer-byte-length@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/array-buffer-byte-length/-/array-buffer-byte-length-1.0.1.tgz#1e5583ec16763540a27ae52eed99ff899223568f"
-  integrity sha512-ahC5W1xgou+KTXix4sAO8Ki12Q+jf4i0+tmk3sC+zgcynshkHxzpXdImBehiUYKKKDwvfFiJl1tZt6ewscS1Mg==
+array-buffer-byte-length@^1.0.1, array-buffer-byte-length@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/array-buffer-byte-length/-/array-buffer-byte-length-1.0.2.tgz#384d12a37295aec3769ab022ad323a18a51ccf8b"
+  integrity sha512-LHE+8BuR7RYGDKvnrmcuSq3tDcKv9OFEXQt/HpbZhY7V6h0zlUXutnAD82GiFx9rdieCMjkvtcsPqBwgUl1Iiw==
   dependencies:
-    call-bind "^1.0.5"
-    is-array-buffer "^3.0.4"
-
-array-flatten@1.1.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/array-flatten/-/array-flatten-1.1.1.tgz#9a5f699051b1e7073328f2a008968b64ea2955d2"
-  integrity sha512-PCVAQswWemu6UdxsDFFX/+gVeYqKAod3D3UVm91jHwynguOwAvYPhx8nNlM++NqRcK6CxxpUafjmhIdKiHibqg==
+    call-bound "^1.0.3"
+    is-array-buffer "^3.0.5"
 
-array-includes@^3.0.3:
-  version "3.1.8"
-  resolved "https://registry.yarnpkg.com/array-includes/-/array-includes-3.1.8.tgz#5e370cbe172fdd5dd6530c1d4aadda25281ba97d"
-  integrity sha512-itaWrbYbqpGXkGhZPGUulwnhVf5Hpy1xiCFsGqyIGglbBxmG5vSjxQen3/WGOjPpNEv1RtBLKxbmVXm8HpJStQ==
+array-includes@^3.1.8:
+  version "3.1.9"
+  resolved "https://registry.yarnpkg.com/array-includes/-/array-includes-3.1.9.tgz#1f0ccaa08e90cdbc3eb433210f903ad0f17c3f3a"
+  integrity sha512-FmeCCAenzH0KH381SPT5FZmiA/TmpndpcaShhfgEN9eCVjnFBqq3l1xrI42y8+PPLI6hypzou4GXw00WHmPBLQ==
   dependencies:
-    call-bind "^1.0.7"
+    call-bind "^1.0.8"
+    call-bound "^1.0.4"
     define-properties "^1.2.1"
-    es-abstract "^1.23.2"
-    es-object-atoms "^1.0.0"
-    get-intrinsic "^1.2.4"
-    is-string "^1.0.7"
+    es-abstract "^1.24.0"
+    es-object-atoms "^1.1.1"
+    get-intrinsic "^1.3.0"
+    is-string "^1.1.1"
+    math-intrinsics "^1.1.0"
+
+array.prototype.findlastindex@^1.2.5:
+  version "1.2.6"
+  resolved "https://registry.yarnpkg.com/array.prototype.findlastindex/-/array.prototype.findlastindex-1.2.6.tgz#cfa1065c81dcb64e34557c9b81d012f6a421c564"
+  integrity sha512-F/TKATkzseUExPlfvmwQKGITM3DGTK+vkAsCZoDc5daVygbJBnjEUCbgkAvVFsgfXfX4YIqZ/27G3k3tdXrTxQ==
+  dependencies:
+    call-bind "^1.0.8"
+    call-bound "^1.0.4"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.9"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.1.1"
+    es-shim-unscopables "^1.1.0"
 
-arraybuffer.prototype.slice@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/arraybuffer.prototype.slice/-/arraybuffer.prototype.slice-1.0.3.tgz#097972f4255e41bc3425e37dc3f6421cf9aefde6"
-  integrity sha512-bMxMKAjg13EBSVscxTaYA4mRc5t1UAXa2kXiGTNfZ079HIWXEkKmkgFrh/nJqamaLSrXO5H4WFFkPEaLJWbs3A==
+array.prototype.flat@^1.3.2:
+  version "1.3.3"
+  resolved "https://registry.yarnpkg.com/array.prototype.flat/-/array.prototype.flat-1.3.3.tgz#534aaf9e6e8dd79fb6b9a9917f839ef1ec63afe5"
+  integrity sha512-rwG/ja1neyLqCuGZ5YYrznA62D4mZXg0i1cIskIUKSiqF3Cje9/wXAls9B9s1Wa2fomMsIv8czB8jZcPmxCXFg==
   dependencies:
-    array-buffer-byte-length "^1.0.1"
-    call-bind "^1.0.5"
+    call-bind "^1.0.8"
     define-properties "^1.2.1"
-    es-abstract "^1.22.3"
-    es-errors "^1.2.1"
-    get-intrinsic "^1.2.3"
-    is-array-buffer "^3.0.4"
-    is-shared-array-buffer "^1.0.2"
+    es-abstract "^1.23.5"
+    es-shim-unscopables "^1.0.2"
 
-asn1@~0.2.3:
-  version "0.2.6"
-  resolved "https://registry.yarnpkg.com/asn1/-/asn1-0.2.6.tgz#0d3a7bb6e64e02a90c0303b31f292868ea09a08d"
-  integrity sha512-ix/FxPn0MDjeyJ7i/yoHGFt/EX6LyNbxSEhPPXODPL+KB0VPk86UYfL0lMdy+KCnv+fmvIzySwaK5COwqVbWTQ==
+array.prototype.flatmap@^1.3.2:
+  version "1.3.3"
+  resolved "https://registry.yarnpkg.com/array.prototype.flatmap/-/array.prototype.flatmap-1.3.3.tgz#712cc792ae70370ae40586264629e33aab5dd38b"
+  integrity sha512-Y7Wt51eKJSyi80hFrJCePGGNo5ktJCslFuboqJsbf57CCPcm5zztluPlc4/aD8sWsKvlwatezpV4U1efk8kpjg==
   dependencies:
-    safer-buffer "~2.1.0"
+    call-bind "^1.0.8"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.5"
+    es-shim-unscopables "^1.0.2"
 
-assert-plus@1.0.0, assert-plus@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/assert-plus/-/assert-plus-1.0.0.tgz#f12e0f3c5d77b0b1cdd9146942e4e96c1e4dd525"
-  integrity sha512-NfJ4UzBCcQGLDlQq7nHxH+tv3kyZ0hHQqF5BO6J7tNJeP5do1llPr8dZ8zHonfhAu0PHAdMkSo+8o0wxg9lZWw==
+arraybuffer.prototype.slice@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/arraybuffer.prototype.slice/-/arraybuffer.prototype.slice-1.0.4.tgz#9d760d84dbdd06d0cbf92c8849615a1a7ab3183c"
+  integrity sha512-BNoCY6SXXPQ7gF2opIP4GBE+Xw7U+pHMYKuzjgCN3GwiaIR09UUeKfheyIry77QtrCBlC0KK0q5/TER/tYh3PQ==
+  dependencies:
+    array-buffer-byte-length "^1.0.1"
+    call-bind "^1.0.8"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.5"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.6"
+    is-array-buffer "^3.0.4"
 
-astral-regex@^1.0.0:
+async-function@^1.0.0:
   version "1.0.0"
-  resolved "https://registry.yarnpkg.com/astral-regex/-/astral-regex-1.0.0.tgz#6c8c3fb827dd43ee3918f27b82782ab7658a6fd9"
-  integrity sha512-+Ryf6g3BKoRc7jfp7ad8tM4TtMiaWvbF/1/sQcZPkkS7ag3D5nMBCe2UfOTONtAkaG0tO0ij3C5Lwmf1EiyjHg==
+  resolved "https://registry.yarnpkg.com/async-function/-/async-function-1.0.0.tgz#509c9fca60eaf85034c6829838188e4e4c8ffb2b"
+  integrity sha512-hsU18Ae8CDTR6Kgu9DYf0EbCr/a5iGL0rytQDobUcdpYOKokk8LEjVphnXkDkgpi0wYVsqrXuP0bZxJaTqdgoA==
 
-async-lock@^1.2.4:
+async-lock@^1.4.1:
   version "1.4.1"
   resolved "https://registry.yarnpkg.com/async-lock/-/async-lock-1.4.1.tgz#56b8718915a9b68b10fce2f2a9a3dddf765ef53f"
   integrity sha512-Az2ZTpuytrtqENulXwO3GGv1Bztugx6TT37NIo7imr/Qo0gsYiGtSdBa2B6fsXhTpVZDNfu1Qn3pk531e3q+nQ==
@@ -233,21 +378,58 @@ available-typed-arrays@^1.0.7:
   dependencies:
     possible-typed-array-names "^1.0.0"
 
-aws-sign2@~0.7.0:
-  version "0.7.0"
-  resolved "https://registry.yarnpkg.com/aws-sign2/-/aws-sign2-0.7.0.tgz#b46e890934a9591f2d2f6f86d7e6a9f1b3fe76a8"
-  integrity sha512-08kcGqnYf/YmjoRhfxyu+CLxBjUtHLXLXX/vUfx9l2LYzG3c1m61nrpyFUZI6zeS+Li/wWMMidD9KgrqtGq3mA==
-
-aws4@^1.8.0:
-  version "1.12.0"
-  resolved "https://registry.yarnpkg.com/aws4/-/aws4-1.12.0.tgz#ce1c9d143389679e253b314241ea9aa5cec980d3"
-  integrity sha512-NmWvPnx0F1SfrQbYwOi7OeaNGokp9XhzNioJ/CSBs8Qa4vxug81mhJEAVZwxXuBmYB5KDRfMq/F3RR0BIU7sWg==
+b4a@^1.6.4:
+  version "1.7.3"
+  resolved "https://registry.yarnpkg.com/b4a/-/b4a-1.7.3.tgz#24cf7ccda28f5465b66aec2bac69e32809bf112f"
+  integrity sha512-5Q2mfq2WfGuFp3uS//0s6baOJLMoVduPYVeNmDYxu5OUA1/cBfvr2RIS7vi62LdNj/urk1hfmj867I3qt6uZ7Q==
 
 balanced-match@^1.0.0:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/balanced-match/-/balanced-match-1.0.2.tgz#e83e3a7e3f300b34cb9d87f615fa0cbf357690ee"
   integrity sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==
 
+bare-events@^2.5.4, bare-events@^2.7.0:
+  version "2.8.2"
+  resolved "https://registry.yarnpkg.com/bare-events/-/bare-events-2.8.2.tgz#7b3e10bd8e1fc80daf38bb516921678f566ab89f"
+  integrity sha512-riJjyv1/mHLIPX4RwiK+oW9/4c3TEUeORHKefKAKnZ5kyslbN+HXowtbaVEqt4IMUB7OXlfixcs6gsFeo/jhiQ==
+
+bare-fs@^4.0.1:
+  version "4.5.2"
+  resolved "https://registry.yarnpkg.com/bare-fs/-/bare-fs-4.5.2.tgz#d80ff8a9177e0db4818e7ba44b9302c0cf0788af"
+  integrity sha512-veTnRzkb6aPHOvSKIOy60KzURfBdUflr5VReI+NSaPL6xf+XLdONQgZgpYvUuZLVQ8dCqxpBAudaOM1+KpAUxw==
+  dependencies:
+    bare-events "^2.5.4"
+    bare-path "^3.0.0"
+    bare-stream "^2.6.4"
+    bare-url "^2.2.2"
+    fast-fifo "^1.3.2"
+
+bare-os@^3.0.1:
+  version "3.6.2"
+  resolved "https://registry.yarnpkg.com/bare-os/-/bare-os-3.6.2.tgz#b3c4f5ad5e322c0fd0f3c29fc97d19009e2796e5"
+  integrity sha512-T+V1+1srU2qYNBmJCXZkUY5vQ0B4FSlL3QDROnKQYOqeiQR8UbjNHlPa+TIbM4cuidiN9GaTaOZgSEgsvPbh5A==
+
+bare-path@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/bare-path/-/bare-path-3.0.0.tgz#b59d18130ba52a6af9276db3e96a2e3d3ea52178"
+  integrity sha512-tyfW2cQcB5NN8Saijrhqn0Zh7AnFNsnczRcuWODH0eYAXBsJ5gVxAUuNr7tsHSC6IZ77cA0SitzT+s47kot8Mw==
+  dependencies:
+    bare-os "^3.0.1"
+
+bare-stream@^2.6.4:
+  version "2.7.0"
+  resolved "https://registry.yarnpkg.com/bare-stream/-/bare-stream-2.7.0.tgz#5b9e7dd0a354d06e82d6460c426728536c35d789"
+  integrity sha512-oyXQNicV1y8nc2aKffH+BUHFRXmx6VrPzlnaEvMhram0nPBrKcEdcyBg5r08D0i8VxngHFAiVyn1QKXpSG0B8A==
+  dependencies:
+    streamx "^2.21.0"
+
+bare-url@^2.2.2:
+  version "2.3.2"
+  resolved "https://registry.yarnpkg.com/bare-url/-/bare-url-2.3.2.tgz#4aef382efa662b2180a6fe4ca07a71b39bdf7ca3"
+  integrity sha512-ZMq4gd9ngV5aTMa5p9+UfY0b3skwhHELaDkhEHetMdX0LRkW9kzaym4oo/Eh+Ghm0CCDuMTsRIGM/ytUc1ZYmw==
+  dependencies:
+    bare-path "^3.0.0"
+
 basic-auth@~2.0.1:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/basic-auth/-/basic-auth-2.0.1.tgz#b998279bf47ce38344b4f3cf916d4679bbf51e3a"
@@ -255,161 +437,115 @@ basic-auth@~2.0.1:
   dependencies:
     safe-buffer "5.1.2"
 
-bcrypt-pbkdf@^1.0.0:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/bcrypt-pbkdf/-/bcrypt-pbkdf-1.0.2.tgz#a4301d389b6a43f9b67ff3ca11a3f6637e360e9e"
-  integrity sha512-qeFIXtP4MSoi6NLqO12WfqARWWuCKi2Rn/9hJLEmtB5yTNr9DqFWkJRCf2qShWzPeAMRnOgCrq0sg/KLv5ES9w==
-  dependencies:
-    tweetnacl "^0.14.3"
-
-bluebird@^3.5.0:
-  version "3.7.2"
-  resolved "https://registry.yarnpkg.com/bluebird/-/bluebird-3.7.2.tgz#9f229c15be272454ffa973ace0dbee79a1b0c36f"
-  integrity sha512-XpNj6GDQzdfW+r2Wnn7xiSAd7TM3jzkxGXBGTtWKuSXv1xUV+azxAm8jdWZN06QTQk+2N2XB9jRDkvbmQmcRtg==
-
-body-parser@1.20.2, body-parser@^1.19.0:
-  version "1.20.2"
-  resolved "https://registry.yarnpkg.com/body-parser/-/body-parser-1.20.2.tgz#6feb0e21c4724d06de7ff38da36dad4f57a747fd"
-  integrity sha512-ml9pReCu3M61kGlqoTm2umSXTlRTuGTx0bfYj+uIUKKYycG5NtSbeetV3faSU6R7ajOPw0g/J1PvK4qNy7s5bA==
-  dependencies:
-    bytes "3.1.2"
-    content-type "~1.0.5"
-    debug "2.6.9"
-    depd "2.0.0"
-    destroy "1.2.0"
-    http-errors "2.0.0"
-    iconv-lite "0.4.24"
-    on-finished "2.4.1"
-    qs "6.11.0"
-    raw-body "2.5.2"
-    type-is "~1.6.18"
-    unpipe "1.0.0"
+body-parser@^2.2.1:
+  version "2.2.1"
+  resolved "https://registry.yarnpkg.com/body-parser/-/body-parser-2.2.1.tgz#6df606b0eb0a6e3f783dde91dde182c24c82438c"
+  integrity sha512-nfDwkulwiZYQIGwxdy0RUmowMhKcFVcYXUU7m4QlKYim1rUtg83xm2yjZ40QjDuc291AJjjeSc9b++AWHSgSHw==
+  dependencies:
+    bytes "^3.1.2"
+    content-type "^1.0.5"
+    debug "^4.4.3"
+    http-errors "^2.0.0"
+    iconv-lite "^0.7.0"
+    on-finished "^2.4.1"
+    qs "^6.14.0"
+    raw-body "^3.0.1"
+    type-is "^2.0.1"
 
 brace-expansion@^1.1.7:
-  version "1.1.11"
-  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-1.1.11.tgz#3c7fcbf529d87226f3d2f52b966ff5271eb441dd"
-  integrity sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==
+  version "1.1.12"
+  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-1.1.12.tgz#ab9b454466e5a8cc3a187beaad580412a9c5b843"
+  integrity sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==
   dependencies:
     balanced-match "^1.0.0"
     concat-map "0.0.1"
 
-byline@^5.0.0:
-  version "5.0.0"
-  resolved "https://registry.yarnpkg.com/byline/-/byline-5.0.0.tgz#741c5216468eadc457b03410118ad77de8c1ddb1"
-  integrity sha512-s6webAy+R4SR8XVuJWt2V2rGvhnrhxN+9S15GNuTK3wKPOXFF6RNc+8ug2XhH+2s4f+uudG4kUVYmYOQWL2g0Q==
-
-bytes@3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/bytes/-/bytes-3.0.0.tgz#d32815404d689699f85a4ea4fa8755dd13a96048"
-  integrity sha512-pMhOfFDPiv9t5jjIXkHosWmkSyQbvsgEVNkz0ERHbuLh2T/7j4Mqqpz523Fe8MVY89KC6Sh/QfS2sM+SjgFDcw==
-
-bytes@3.1.2:
+bytes@3.1.2, bytes@^3.1.2, bytes@~3.1.2:
   version "3.1.2"
   resolved "https://registry.yarnpkg.com/bytes/-/bytes-3.1.2.tgz#8b0beeb98605adf1b128fa4386403c009e0221a5"
   integrity sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==
 
-call-bind@^1.0.2, call-bind@^1.0.5, call-bind@^1.0.6, call-bind@^1.0.7:
-  version "1.0.7"
-  resolved "https://registry.yarnpkg.com/call-bind/-/call-bind-1.0.7.tgz#06016599c40c56498c18769d2730be242b6fa3b9"
-  integrity sha512-GHTSNSYICQ7scH7sZ+M2rFopRoLh8t2bLSW6BbgrtLsahOIB5iyAVJf9GjWK3cYTDaMj4XdBpM1cA6pIS0Kv2w==
+call-bind-apply-helpers@^1.0.0, call-bind-apply-helpers@^1.0.1, call-bind-apply-helpers@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz#4b5428c222be985d79c3d82657479dbe0b59b2d6"
+  integrity sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==
   dependencies:
-    es-define-property "^1.0.0"
     es-errors "^1.3.0"
     function-bind "^1.1.2"
+
+call-bind@^1.0.7, call-bind@^1.0.8:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/call-bind/-/call-bind-1.0.8.tgz#0736a9660f537e3388826f440d5ec45f744eaa4c"
+  integrity sha512-oKlSFMcMwpUg2ednkhQ454wfWiU/ul3CkJe/PEHcTKuiX6RpbehUiFMXu13HalGZxfUwCQzZG747YXBn1im9ww==
+  dependencies:
+    call-bind-apply-helpers "^1.0.0"
+    es-define-property "^1.0.0"
     get-intrinsic "^1.2.4"
-    set-function-length "^1.2.1"
+    set-function-length "^1.2.2"
+
+call-bound@^1.0.2, call-bound@^1.0.3, call-bound@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/call-bound/-/call-bound-1.0.4.tgz#238de935d2a2a692928c538c7ccfa91067fd062a"
+  integrity sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==
+  dependencies:
+    call-bind-apply-helpers "^1.0.2"
+    get-intrinsic "^1.3.0"
 
 callsites@^3.0.0:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/callsites/-/callsites-3.1.0.tgz#b3630abd8943432f54b3f0519238e33cd7df2f73"
   integrity sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ==
 
-caseless@~0.12.0:
-  version "0.12.0"
-  resolved "https://registry.yarnpkg.com/caseless/-/caseless-0.12.0.tgz#1b681c21ff84033c826543090689420d187151dc"
-  integrity sha512-4tYFyifaFfGacoiObjJegolkwSU4xQNGbVgUiNYVUxbQ2x2lUsFvY4hVgVzGiIe6WLOPqycWXA40l+PWsxthUw==
-
-chalk@^2.1.0, chalk@^2.4.2:
-  version "2.4.2"
-  resolved "https://registry.yarnpkg.com/chalk/-/chalk-2.4.2.tgz#cd42541677a54333cf541a49108c1432b44c9424"
-  integrity sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==
+chalk@^4.0.0:
+  version "4.1.2"
+  resolved "https://registry.yarnpkg.com/chalk/-/chalk-4.1.2.tgz#aac4e2b7734a740867aeb16bf02aad556a1e7a01"
+  integrity sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==
   dependencies:
-    ansi-styles "^3.2.1"
-    escape-string-regexp "^1.0.5"
-    supports-color "^5.3.0"
-
-chardet@^0.7.0:
-  version "0.7.0"
-  resolved "https://registry.yarnpkg.com/chardet/-/chardet-0.7.0.tgz#90094849f0937f2eedc2425d0d28a9e5f0cbad9e"
-  integrity sha512-mT8iDcrh03qDGRRmoA2hmBJnxpllMR+0/0qlzjqZES6NdiWDcZkCNAk4rPFZ9Q85r27unkiNNg8ZOiwZXBHwcA==
+    ansi-styles "^4.1.0"
+    supports-color "^7.1.0"
 
-chownr@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/chownr/-/chownr-2.0.0.tgz#15bfbe53d2eab4cf70f18a8cd68ebe5b3cb1dece"
-  integrity sha512-bIomtDF5KGpdogkLd9VspvFzk9KfpyyGlS8YFVZl7TGPBHL5snIOnxeshwVgPteQ9b4Eydl+pVbIyE1DcvCWgQ==
-
-cli-cursor@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/cli-cursor/-/cli-cursor-2.1.0.tgz#b35dac376479facc3e94747d41d0d0f5238ffcb5"
-  integrity sha512-8lgKz8LmCRYZZQDpRyT2m5rKJ08TnU4tR9FFFW2rxpxR1FzWi4PQ/NfyODchAatHaUgnSPVcx/R5w6NuTBzFiw==
-  dependencies:
-    restore-cursor "^2.0.0"
-
-cli-width@^2.0.0:
-  version "2.2.1"
-  resolved "https://registry.yarnpkg.com/cli-width/-/cli-width-2.2.1.tgz#b0433d0b4e9c847ef18868a4ef16fd5fc8271c48"
-  integrity sha512-GRMWDxpOB6Dgk2E5Uo+3eEBvtOOlimMmpbFiKuLFnQzYDavtLFY3K5ona41jgN/WdRZtG7utuVSVTL4HbZHGkw==
-
-cls-bluebird@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/cls-bluebird/-/cls-bluebird-2.1.0.tgz#37ef1e080a8ffb55c2f4164f536f1919e7968aee"
-  integrity sha512-XVb0RPmHQyy35Tz9z34gvtUcBKUK8A/1xkGCyeFc9B0C7Zr5SysgFaswRVdwI5NEMcO+3JKlIDGIOgERSn9NdA==
-  dependencies:
-    is-bluebird "^1.0.2"
-    shimmer "^1.1.0"
-
-color-convert@^1.9.0:
-  version "1.9.3"
-  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-1.9.3.tgz#bb71850690e1f136567de629d2d5471deda4c1e8"
-  integrity sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==
+color-convert@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
+  integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
   dependencies:
-    color-name "1.1.3"
+    color-name "~1.1.4"
 
-color-name@1.1.3:
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.3.tgz#a7d0558bd89c42f795dd42328f740831ca53bc25"
-  integrity sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==
+color-name@~1.1.4:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
+  integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
 
 colors@1.0.x:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/colors/-/colors-1.0.3.tgz#0433f44d809680fdeb60ed260f1b0c262e82a40b"
   integrity sha512-pFGrxThWcWQ2MsAz6RtgeWe4NK2kUE1WfsrvvlctdII745EW9I0yflqhe7++M5LEc7bV2c/9/5zc8sFcpL0Drw==
 
-combined-stream@^1.0.6, combined-stream@~1.0.6:
+combined-stream@^1.0.8:
   version "1.0.8"
   resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
   integrity sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==
   dependencies:
     delayed-stream "~1.0.0"
 
-compressible@~2.0.16:
+compressible@~2.0.18:
   version "2.0.18"
   resolved "https://registry.yarnpkg.com/compressible/-/compressible-2.0.18.tgz#af53cca6b070d4c3c0750fbd77286a6d7cc46fba"
   integrity sha512-AF3r7P5dWxL8MxyITRMlORQNaOA2IkAFaTr4k7BUumjPtRpGDTZpl0Pb1XCO6JeDCBdp126Cgs9sMxqSjgYyRg==
   dependencies:
     mime-db ">= 1.43.0 < 2"
 
-compression@^1.7.4:
-  version "1.7.4"
-  resolved "https://registry.yarnpkg.com/compression/-/compression-1.7.4.tgz#95523eff170ca57c29a0ca41e6fe131f41e5bb8f"
-  integrity sha512-jaSIDzP9pZVS4ZfQ+TzvtiWhdpFhE2RDHz8QJkpX9SIpLq88VueF5jJw6t+6CUQcAoA6t+x89MLrWAqpfDE8iQ==
+compression@^1.8.0:
+  version "1.8.1"
+  resolved "https://registry.yarnpkg.com/compression/-/compression-1.8.1.tgz#4a45d909ac16509195a9a28bd91094889c180d79"
+  integrity sha512-9mAqGPHLakhCLeNyxPkK4xVo746zQ/czLH1Ky+vkitMnWfWZps8r0qXuwhwizagCRttsL4lfG4pIOvaWLpAP0w==
   dependencies:
-    accepts "~1.3.5"
-    bytes "3.0.0"
-    compressible "~2.0.16"
+    bytes "3.1.2"
+    compressible "~2.0.18"
     debug "2.6.9"
-    on-headers "~1.0.2"
-    safe-buffer "5.1.2"
+    negotiator "~0.6.4"
+    on-headers "~1.1.0"
+    safe-buffer "5.2.1"
     vary "~1.1.2"
 
 concat-map@0.0.1:
@@ -417,37 +553,25 @@ concat-map@0.0.1:
   resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
   integrity sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==
 
-contains-path@^0.1.0:
-  version "0.1.0"
-  resolved "https://registry.yarnpkg.com/contains-path/-/contains-path-0.1.0.tgz#fe8cf184ff6670b6baef01a9d4861a5cbec4120a"
-  integrity sha512-OKZnPGeMQy2RPaUIBPFFd71iNf4791H12MCRuVQDnzGRwCYNYmTDy5pdafo2SLAcEMKzTOQnLWG4QdcjeJUMEg==
-
-content-disposition@0.5.4:
-  version "0.5.4"
-  resolved "https://registry.yarnpkg.com/content-disposition/-/content-disposition-0.5.4.tgz#8b82b4efac82512a02bb0b1dcec9d2c5e8eb5bfe"
-  integrity sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==
-  dependencies:
-    safe-buffer "5.2.1"
+content-disposition@^1.0.0:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/content-disposition/-/content-disposition-1.0.1.tgz#a8b7bbeb2904befdfb6787e5c0c086959f605f9b"
+  integrity sha512-oIXISMynqSqm241k6kcQ5UwttDILMK4BiurCfGEREw6+X9jkkpEe5T9FZaApyLGGOnFuyMWZpdolTXMtvEJ08Q==
 
-content-type@~1.0.4, content-type@~1.0.5:
+content-type@^1.0.5:
   version "1.0.5"
   resolved "https://registry.yarnpkg.com/content-type/-/content-type-1.0.5.tgz#8b773162656d1d1086784c8f23a54ce6d73d7918"
   integrity sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==
 
-cookie-signature@1.0.6:
-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/cookie-signature/-/cookie-signature-1.0.6.tgz#e303a882b342cc3ee8ca513a79999734dab3ae2c"
-  integrity sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ==
-
-cookie@0.6.0:
-  version "0.6.0"
-  resolved "https://registry.yarnpkg.com/cookie/-/cookie-0.6.0.tgz#2798b04b071b0ecbff0dbb62a505a8efa4e19051"
-  integrity sha512-U71cyTamuh1CRNCfpGY6to28lxvNwPG4Guz/EVjgf3Jmzv0vlDp1atT9eS5dDjMYHucpHbWns6Lwf3BKz6svdw==
+cookie-signature@^1.2.1:
+  version "1.2.2"
+  resolved "https://registry.yarnpkg.com/cookie-signature/-/cookie-signature-1.2.2.tgz#57c7fc3cc293acab9fec54d73e15690ebe4a1793"
+  integrity sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==
 
-core-util-is@1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/core-util-is/-/core-util-is-1.0.2.tgz#b5fd54220aa2bc5ab57aab7140c940754503c1a7"
-  integrity sha512-3lqz5YjWTYnW6dlDa5TLaTCcShfar1e40rmcJVwCBJC6mWlFuj0eCHIElmG1g5kyuJ/GD+8Wn4FFCcz4gJPfaQ==
+cookie@^0.7.1:
+  version "0.7.2"
+  resolved "https://registry.yarnpkg.com/cookie/-/cookie-0.7.2.tgz#556369c472a2ba910f2979891b526b3436237ed7"
+  integrity sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==
 
 cors@^2.8.5:
   version "2.8.5"
@@ -457,57 +581,48 @@ cors@^2.8.5:
     object-assign "^4"
     vary "^1"
 
-cross-spawn@^6.0.5:
-  version "6.0.5"
-  resolved "https://registry.yarnpkg.com/cross-spawn/-/cross-spawn-6.0.5.tgz#4a5ec7c64dfae22c3a14124dbacdee846d80cbc4"
-  integrity sha512-eTVLrBSt7fjbDygz805pMnstIs2VTBNkRm0qxZd+M7A5XDdxVRWO5MxGBXZhjY4cqLYLdtrGqRf8mBPmzwSpWQ==
+cross-spawn@^7.0.6:
+  version "7.0.6"
+  resolved "https://registry.yarnpkg.com/cross-spawn/-/cross-spawn-7.0.6.tgz#8a58fe78f00dcd70c370451759dfbfaf03e8ee9f"
+  integrity sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==
   dependencies:
-    nice-try "^1.0.4"
-    path-key "^2.0.1"
-    semver "^5.5.0"
-    shebang-command "^1.2.0"
-    which "^1.2.9"
+    path-key "^3.1.0"
+    shebang-command "^2.0.0"
+    which "^2.0.1"
 
 cycle@1.0.x:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/cycle/-/cycle-1.0.3.tgz#21e80b2be8580f98b468f379430662b046c34ad2"
   integrity sha512-TVF6svNzeQCOpjCqsy0/CSy8VgObG3wXusJ73xW2GbG5rGx7lC8zxDSURicsXI2UsGdi2L0QNRCi745/wUDvsA==
 
-dashdash@^1.12.0:
-  version "1.14.1"
-  resolved "https://registry.yarnpkg.com/dashdash/-/dashdash-1.14.1.tgz#853cfa0f7cbe2fed5de20326b8dd581035f6e2f0"
-  integrity sha512-jRFi8UDGo6j+odZiEpjazZaWqEal3w/basFjQHQEwVtZJGDpxbH1MeYluwCS8Xq5wmLJooDlMgvVarmWfGM44g==
-  dependencies:
-    assert-plus "^1.0.0"
-
-data-view-buffer@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/data-view-buffer/-/data-view-buffer-1.0.1.tgz#8ea6326efec17a2e42620696e671d7d5a8bc66b2"
-  integrity sha512-0lht7OugA5x3iJLOWFhWK/5ehONdprk0ISXqVFn/NFrDu+cuc8iADFrGQz5BnRK7LLU3JmkbXSxaqX+/mXYtUA==
+data-view-buffer@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/data-view-buffer/-/data-view-buffer-1.0.2.tgz#211a03ba95ecaf7798a8c7198d79536211f88570"
+  integrity sha512-EmKO5V3OLXh1rtK2wgXRansaK1/mtVdTUEiEI0W8RkvgT05kfxaH29PliLnpLP73yYO6142Q72QNa8Wx/A5CqQ==
   dependencies:
-    call-bind "^1.0.6"
+    call-bound "^1.0.3"
     es-errors "^1.3.0"
-    is-data-view "^1.0.1"
+    is-data-view "^1.0.2"
 
-data-view-byte-length@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/data-view-byte-length/-/data-view-byte-length-1.0.1.tgz#90721ca95ff280677eb793749fce1011347669e2"
-  integrity sha512-4J7wRJD3ABAzr8wP+OcIcqq2dlUKp4DVflx++hs5h5ZKydWMI6/D/fAot+yh6g2tHh8fLFTvNOaVN357NvSrOQ==
+data-view-byte-length@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/data-view-byte-length/-/data-view-byte-length-1.0.2.tgz#9e80f7ca52453ce3e93d25a35318767ea7704735"
+  integrity sha512-tuhGbE6CfTM9+5ANGf+oQb72Ky/0+s3xKUpHvShfiz2RxMFgFPjsXuRLBVMtvMs15awe45SRb83D6wH4ew6wlQ==
   dependencies:
-    call-bind "^1.0.7"
+    call-bound "^1.0.3"
     es-errors "^1.3.0"
-    is-data-view "^1.0.1"
+    is-data-view "^1.0.2"
 
-data-view-byte-offset@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/data-view-byte-offset/-/data-view-byte-offset-1.0.0.tgz#5e0bbfb4828ed2d1b9b400cd8a7d119bca0ff18a"
-  integrity sha512-t/Ygsytq+R995EJ5PZlD4Cu56sWa8InXySaViRzw9apusqsOO2bQP+SbYzAhR0pFKoB+43lYy8rWban9JSuXnA==
+data-view-byte-offset@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/data-view-byte-offset/-/data-view-byte-offset-1.0.1.tgz#068307f9b71ab76dbbe10291389e020856606191"
+  integrity sha512-BS8PfmtDGnrgYdOonGZQdLZslWIeCGFP9tpan0hi1Co2Zr2NKADsvGYA8XxuG/4UWgJ6Cjtv+YJnB6MM69QGlQ==
   dependencies:
-    call-bind "^1.0.6"
+    call-bound "^1.0.2"
     es-errors "^1.3.0"
     is-data-view "^1.0.1"
 
-debug@2.6.9, debug@^2.6.9:
+debug@2.6.9:
   version "2.6.9"
   resolved "https://registry.yarnpkg.com/debug/-/debug-2.6.9.tgz#5d128515df134ff327e90a4c93f4e077a536341f"
   integrity sha512-bC7ElrdJaJnPbAP+1EotYvqZsb3ecl5wi6Bfi6BJTUcNowp6cvspg0jXznRTKDjm/E7AdgFBVeAPVMNcKGsHMA==
@@ -521,14 +636,14 @@ debug@^3.2.7:
   dependencies:
     ms "^2.1.1"
 
-debug@^4.0.1, debug@^4.1.1:
-  version "4.3.4"
-  resolved "https://registry.yarnpkg.com/debug/-/debug-4.3.4.tgz#1319f6579357f2338d3337d2cdd4914bb5dcc865"
-  integrity sha512-PRWFHuSU3eDtQJPvnNY7Jcket1j0t5OuOsFzPPzsekD52Zl8qUfFIPEiswXqIvHWGVHOgX+7G/vCNNhehwxfkQ==
+debug@^4.3.1, debug@^4.3.2, debug@^4.3.4, debug@^4.3.5, debug@^4.4.0, debug@^4.4.3:
+  version "4.4.3"
+  resolved "https://registry.yarnpkg.com/debug/-/debug-4.4.3.tgz#c6ae432d9bd9662582fce08709b038c58e9e3d6a"
+  integrity sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA==
   dependencies:
-    ms "2.1.2"
+    ms "^2.1.3"
 
-deep-is@~0.1.3:
+deep-is@^0.1.3:
   version "0.1.4"
   resolved "https://registry.yarnpkg.com/deep-is/-/deep-is-0.1.4.tgz#a6f2dce612fadd2ef1f519b73551f17e85199831"
   integrity sha512-oIPzksmTg4/MriiaYGO+okXDT7ztn/w3Eptv/+gSIdMdKsJo0u4CfYNFJPy+4SKMuCqGw2wxnA+URMg3t8a/bQ==
@@ -542,7 +657,7 @@ define-data-property@^1.0.1, define-data-property@^1.1.4:
     es-errors "^1.3.0"
     gopd "^1.0.1"
 
-define-properties@^1.2.0, define-properties@^1.2.1:
+define-properties@^1.2.1:
   version "1.2.1"
   resolved "https://registry.yarnpkg.com/define-properties/-/define-properties-1.2.1.tgz#10781cc616eb951a80a034bafcaa7377f6af2b6c"
   integrity sha512-8QmQKqEASLd5nx0U1B1okLElbUuuttJ/AnYmRXbbbGDWh6uS208EjD4Xqq/I9wK7u0v6O08XhTWnt5XtEbR6Dg==
@@ -556,22 +671,12 @@ delayed-stream@~1.0.0:
   resolved "https://registry.yarnpkg.com/delayed-stream/-/delayed-stream-1.0.0.tgz#df3ae199acadfb7d440aaae0b29e2272b24ec619"
   integrity sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==
 
-depd@2.0.0, depd@~2.0.0:
+depd@^2.0.0, depd@~2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/depd/-/depd-2.0.0.tgz#b696163cc757560d09cf22cc8fad1571b79e76df"
   integrity sha512-g7nH6P6dyDioJogAAGprGpCtVImJhpPk/roCzdb3fIh61/s/nPsfR6onyMwkCAR/OlC3yBC0lESvUoQEAssIrw==
 
-depd@~1.1.2:
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/depd/-/depd-1.1.2.tgz#9bcd52e14c097763e749b274c4346ed2e560b5a9"
-  integrity sha512-7emPTl6Dpo6JRXOXjLRxck+FlLRX5847cLKEn00PLAgc3g2hTZZgr+e4c2v6QpSmLeFP3n5yUo7ft6avBK/5jQ==
-
-destroy@1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/destroy/-/destroy-1.2.0.tgz#4803735509ad8be552934c67df614f94e66fa015"
-  integrity sha512-2sJGJTaXIIaR1w4iJSNoN0hnMY7Gpc/n8D4qSCJw8QqFWXf7cuAgnEHxBpweaVcPevC2l3KpjYCx3NypQQgaJg==
-
-diskusage@^1.1.3:
+diskusage@^1.2.0:
   version "1.2.0"
   resolved "https://registry.yarnpkg.com/diskusage/-/diskusage-1.2.0.tgz#3e8ae42333d5d7e0c7d93e055d7fea9ea841bc88"
   integrity sha512-2u3OG3xuf5MFyzc4MctNRUKjjwK+UkovRYdD2ed/NZNZPrt0lqHnLKxGhlFVvAb4/oufIgQG3nWgwmeTbHOvXA==
@@ -579,178 +684,173 @@ diskusage@^1.1.3:
     es6-promise "^4.2.8"
     nan "^2.18.0"
 
-doctrine@1.5.0:
-  version "1.5.0"
-  resolved "https://registry.yarnpkg.com/doctrine/-/doctrine-1.5.0.tgz#379dce730f6166f76cefa4e6707a159b02c5a6fa"
-  integrity sha512-lsGyRuYr4/PIB0txi+Fy2xOMI2dGaTguCaotzFGkVZuKR5usKfcRWIFKNM3QNrU7hh/+w2bwTW+ZeXPK5l8uVg==
-  dependencies:
-    esutils "^2.0.2"
-    isarray "^1.0.0"
-
-doctrine@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/doctrine/-/doctrine-3.0.0.tgz#addebead72a6574db783639dc87a121773973961"
-  integrity sha512-yS+Q5i3hBf7GBkd4KG8a7eBNNWNGLTaEwwYWUijIYM7zrlYDM0BFXHjjPWlWZ1Rg7UaddZeIDmi9jF3HmqiQ2w==
+doctrine@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/doctrine/-/doctrine-2.1.0.tgz#5cd01fc101621b42c4cd7f5d1a66243716d3f39d"
+  integrity sha512-35mSku4ZXK0vfCuHEDAwt55dg2jNajHZ1odvF+8SSr82EsZY4QmXfuWso8oEd8zRhVObSN18aM0CjSdoBX7zIw==
   dependencies:
     esutils "^2.0.2"
 
-dotenv@^8.2.0:
-  version "8.6.0"
-  resolved "https://registry.yarnpkg.com/dotenv/-/dotenv-8.6.0.tgz#061af664d19f7f4d8fc6e4ff9b584ce237adcb8b"
-  integrity sha512-IrPdXQsk2BbzvCBGBOTmmSH5SodmqZNt4ERAZDmW4CT+tL8VtvinqywuANaFu4bOMWki16nqf0e4oC0QIaDr/g==
+dotenv@^16.5.0:
+  version "16.6.1"
+  resolved "https://registry.yarnpkg.com/dotenv/-/dotenv-16.6.1.tgz#773f0e69527a8315c7285d5ee73c4459d20a8020"
+  integrity sha512-uBq4egWHTcTt33a72vpSG0z3HnPuIl6NqYcTrKEg2azoEyl2hpW0zqlxysq2pK9HlDIHyHyakeYaYnSAwd8bow==
 
-dottie@^2.0.0:
+dottie@^2.0.6:
   version "2.0.6"
   resolved "https://registry.yarnpkg.com/dottie/-/dottie-2.0.6.tgz#34564ebfc6ec5e5772272d466424ad5b696484d4"
   integrity sha512-iGCHkfUc5kFekGiqhe8B/mdaurD+lakO9txNnTvKtA6PISrw86LgqHvRzWYPyoE2Ph5aMIrCw9/uko6XHTKCwA==
 
-ecc-jsbn@~0.1.1:
-  version "0.1.2"
-  resolved "https://registry.yarnpkg.com/ecc-jsbn/-/ecc-jsbn-0.1.2.tgz#3a83a904e54353287874c564b7549386849a98c9"
-  integrity sha512-eh9O+hwRHNbG4BLTjEl3nw044CkGm5X6LoaCf7LPp7UU8Qrt47JYNi6nPX8xjW97TKGKm1ouctg0QSpZe9qrnw==
+dunder-proto@^1.0.0, dunder-proto@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/dunder-proto/-/dunder-proto-1.0.1.tgz#d7ae667e1dc83482f8b70fd0f6eefc50da30f58a"
+  integrity sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==
   dependencies:
-    jsbn "~0.1.0"
-    safer-buffer "^2.1.0"
+    call-bind-apply-helpers "^1.0.1"
+    es-errors "^1.3.0"
+    gopd "^1.2.0"
 
 ee-first@1.1.1:
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/ee-first/-/ee-first-1.1.1.tgz#590c61156b0ae2f4f0255732a158b266bc56b21d"
   integrity sha512-WMwm9LhRUo+WUaRN+vRuETqG89IgZphVSNkdFgeb6sS/E4OrDIN7t48CAewSHXc6C8lefD8KKfr5vY61brQlow==
 
-emoji-regex@^7.0.1:
-  version "7.0.3"
-  resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-7.0.3.tgz#933a04052860c85e83c122479c4748a8e4c72156"
-  integrity sha512-CwBLREIQ7LvYFB0WyRvwhq5N5qPhc6PMjD6bYggFlI5YyDgl+0vxq5VHbMOFqLg7hfWzmu8T5Z1QofhmTIhItA==
-
-encodeurl@~1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/encodeurl/-/encodeurl-1.0.2.tgz#ad3ff4c86ec2d029322f5a02c3a9a606c95b3f59"
-  integrity sha512-TPJXq8JqFaVYm2CWmPvnP2Iyo4ZSM7/QKcSmuMLDObfpH5fi7RUGmd/rTDf+rut/saiDiQEeVTNgAmJEdAOx0w==
+encodeurl@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/encodeurl/-/encodeurl-2.0.0.tgz#7b8ea898077d7e409d3ac45474ea38eaf0857a58"
+  integrity sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==
 
-error-ex@^1.2.0:
-  version "1.3.2"
-  resolved "https://registry.yarnpkg.com/error-ex/-/error-ex-1.3.2.tgz#b4ac40648107fdcdcfae242f428bea8a14d4f1bf"
-  integrity sha512-7dFHNmqeFSEt2ZBsCriorKnn3Z2pj+fd9kmI6QoWw4//DL+icEBfc0U7qJCisqrTsKTjw4fNFy2pW9OqStD84g==
+end-of-stream@^1.1.0:
+  version "1.4.5"
+  resolved "https://registry.yarnpkg.com/end-of-stream/-/end-of-stream-1.4.5.tgz#7344d711dea40e0b74abc2ed49778743ccedb08c"
+  integrity sha512-ooEGc6HP26xXq/N+GCGOT0JKCLDGrq2bQUZrQ7gyrJiZANJ/8YDTxTpQBXGMn+WbIQXNVpyWymm7KYVICQnyOg==
   dependencies:
-    is-arrayish "^0.2.1"
+    once "^1.4.0"
 
-es-abstract@^1.22.1, es-abstract@^1.22.3, es-abstract@^1.23.0, es-abstract@^1.23.2:
-  version "1.23.3"
-  resolved "https://registry.yarnpkg.com/es-abstract/-/es-abstract-1.23.3.tgz#8f0c5a35cd215312573c5a27c87dfd6c881a0aa0"
-  integrity sha512-e+HfNH61Bj1X9/jLc5v1owaLYuHdeHHSQlkhCBiTK8rBvKaULl/beGMxwrMXjpYrv4pz22BlY570vVePA2ho4A==
+es-abstract@^1.23.2, es-abstract@^1.23.5, es-abstract@^1.23.9, es-abstract@^1.24.0:
+  version "1.24.0"
+  resolved "https://registry.yarnpkg.com/es-abstract/-/es-abstract-1.24.0.tgz#c44732d2beb0acc1ed60df840869e3106e7af328"
+  integrity sha512-WSzPgsdLtTcQwm4CROfS5ju2Wa1QQcVeT37jFjYzdFz1r9ahadC8B8/a4qxJxM+09F18iumCdRmlr96ZYkQvEg==
   dependencies:
-    array-buffer-byte-length "^1.0.1"
-    arraybuffer.prototype.slice "^1.0.3"
+    array-buffer-byte-length "^1.0.2"
+    arraybuffer.prototype.slice "^1.0.4"
     available-typed-arrays "^1.0.7"
-    call-bind "^1.0.7"
-    data-view-buffer "^1.0.1"
-    data-view-byte-length "^1.0.1"
-    data-view-byte-offset "^1.0.0"
-    es-define-property "^1.0.0"
+    call-bind "^1.0.8"
+    call-bound "^1.0.4"
+    data-view-buffer "^1.0.2"
+    data-view-byte-length "^1.0.2"
+    data-view-byte-offset "^1.0.1"
+    es-define-property "^1.0.1"
     es-errors "^1.3.0"
-    es-object-atoms "^1.0.0"
-    es-set-tostringtag "^2.0.3"
-    es-to-primitive "^1.2.1"
-    function.prototype.name "^1.1.6"
-    get-intrinsic "^1.2.4"
-    get-symbol-description "^1.0.2"
-    globalthis "^1.0.3"
-    gopd "^1.0.1"
+    es-object-atoms "^1.1.1"
+    es-set-tostringtag "^2.1.0"
+    es-to-primitive "^1.3.0"
+    function.prototype.name "^1.1.8"
+    get-intrinsic "^1.3.0"
+    get-proto "^1.0.1"
+    get-symbol-description "^1.1.0"
+    globalthis "^1.0.4"
+    gopd "^1.2.0"
     has-property-descriptors "^1.0.2"
-    has-proto "^1.0.3"
-    has-symbols "^1.0.3"
+    has-proto "^1.2.0"
+    has-symbols "^1.1.0"
     hasown "^2.0.2"
-    internal-slot "^1.0.7"
-    is-array-buffer "^3.0.4"
+    internal-slot "^1.1.0"
+    is-array-buffer "^3.0.5"
     is-callable "^1.2.7"
-    is-data-view "^1.0.1"
+    is-data-view "^1.0.2"
     is-negative-zero "^2.0.3"
-    is-regex "^1.1.4"
-    is-shared-array-buffer "^1.0.3"
-    is-string "^1.0.7"
-    is-typed-array "^1.1.13"
-    is-weakref "^1.0.2"
-    object-inspect "^1.13.1"
+    is-regex "^1.2.1"
+    is-set "^2.0.3"
+    is-shared-array-buffer "^1.0.4"
+    is-string "^1.1.1"
+    is-typed-array "^1.1.15"
+    is-weakref "^1.1.1"
+    math-intrinsics "^1.1.0"
+    object-inspect "^1.13.4"
     object-keys "^1.1.1"
-    object.assign "^4.1.5"
-    regexp.prototype.flags "^1.5.2"
-    safe-array-concat "^1.1.2"
-    safe-regex-test "^1.0.3"
-    string.prototype.trim "^1.2.9"
-    string.prototype.trimend "^1.0.8"
+    object.assign "^4.1.7"
+    own-keys "^1.0.1"
+    regexp.prototype.flags "^1.5.4"
+    safe-array-concat "^1.1.3"
+    safe-push-apply "^1.0.0"
+    safe-regex-test "^1.1.0"
+    set-proto "^1.0.0"
+    stop-iteration-iterator "^1.1.0"
+    string.prototype.trim "^1.2.10"
+    string.prototype.trimend "^1.0.9"
     string.prototype.trimstart "^1.0.8"
-    typed-array-buffer "^1.0.2"
-    typed-array-byte-length "^1.0.1"
-    typed-array-byte-offset "^1.0.2"
-    typed-array-length "^1.0.6"
-    unbox-primitive "^1.0.2"
-    which-typed-array "^1.1.15"
-
-es-define-property@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/es-define-property/-/es-define-property-1.0.0.tgz#c7faefbdff8b2696cf5f46921edfb77cc4ba3845"
-  integrity sha512-jxayLKShrEqqzJ0eumQbVhTYQM27CfT1T35+gCgDFoL82JLsXqTJ76zv6A0YLOgEnLUMvLzsDsGIrl8NFpT2gQ==
-  dependencies:
-    get-intrinsic "^1.2.4"
+    typed-array-buffer "^1.0.3"
+    typed-array-byte-length "^1.0.3"
+    typed-array-byte-offset "^1.0.4"
+    typed-array-length "^1.0.7"
+    unbox-primitive "^1.1.0"
+    which-typed-array "^1.1.19"
+
+es-define-property@^1.0.0, es-define-property@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/es-define-property/-/es-define-property-1.0.1.tgz#983eb2f9a6724e9303f61addf011c72e09e0b0fa"
+  integrity sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==
 
-es-errors@^1.2.1, es-errors@^1.3.0:
+es-errors@^1.3.0:
   version "1.3.0"
   resolved "https://registry.yarnpkg.com/es-errors/-/es-errors-1.3.0.tgz#05f75a25dab98e4fb1dcd5e1472c0546d5057c8f"
   integrity sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==
 
-es-object-atoms@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/es-object-atoms/-/es-object-atoms-1.0.0.tgz#ddb55cd47ac2e240701260bc2a8e31ecb643d941"
-  integrity sha512-MZ4iQ6JwHOBQjahnjwaC1ZtIBH+2ohjamzAO3oaHcXYup7qxjF2fixyH+Q71voWHeOkI2q/TnJao/KfXYIZWbw==
+es-object-atoms@^1.0.0, es-object-atoms@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/es-object-atoms/-/es-object-atoms-1.1.1.tgz#1c4f2c4837327597ce69d2ca190a7fdd172338c1"
+  integrity sha512-FGgH2h8zKNim9ljj7dankFPcICIK9Cp5bm+c2gQSYePhpaG5+esrLODihIorn+Pe6FGJzWhXQotPv73jTaldXA==
   dependencies:
     es-errors "^1.3.0"
 
-es-set-tostringtag@^2.0.3:
-  version "2.0.3"
-  resolved "https://registry.yarnpkg.com/es-set-tostringtag/-/es-set-tostringtag-2.0.3.tgz#8bb60f0a440c2e4281962428438d58545af39777"
-  integrity sha512-3T8uNMC3OQTHkFUsFq8r/BwAXLHvU/9O9mE0fBc/MY5iq/8H7ncvO947LmYA6ldWw9Uh8Yhf25zu6n7nML5QWQ==
+es-set-tostringtag@^2.1.0:
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/es-set-tostringtag/-/es-set-tostringtag-2.1.0.tgz#f31dbbe0c183b00a6d26eb6325c810c0fd18bd4d"
+  integrity sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA==
   dependencies:
-    get-intrinsic "^1.2.4"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.6"
     has-tostringtag "^1.0.2"
-    hasown "^2.0.1"
+    hasown "^2.0.2"
 
-es-to-primitive@^1.2.1:
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/es-to-primitive/-/es-to-primitive-1.2.1.tgz#e55cd4c9cdc188bcefb03b366c736323fc5c898a"
-  integrity sha512-QCOllgZJtaUo9miYBcLChTUaHNjJF3PYs1VidD7AwiEj1kYxKeQTctLAezAOH5ZKRH0g2IgPn6KwB4IT8iRpvA==
+es-shim-unscopables@^1.0.2, es-shim-unscopables@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/es-shim-unscopables/-/es-shim-unscopables-1.1.0.tgz#438df35520dac5d105f3943d927549ea3b00f4b5"
+  integrity sha512-d9T8ucsEhh8Bi1woXCf+TIKDIROLG5WCkxg8geBCbvk22kzwC5G2OnXVMO6FUsvQlgUUXQ2itephWDLqDzbeCw==
+  dependencies:
+    hasown "^2.0.2"
+
+es-to-primitive@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/es-to-primitive/-/es-to-primitive-1.3.0.tgz#96c89c82cc49fd8794a24835ba3e1ff87f214e18"
+  integrity sha512-w+5mJ3GuFL+NjVtJlvydShqE1eN3h3PbI7/5LAsYJP/2qtuMXjfL2LpHSRqo4b4eSF5K/DH1JXKUAHSB2UW50g==
   dependencies:
-    is-callable "^1.1.4"
-    is-date-object "^1.0.1"
-    is-symbol "^1.0.2"
+    is-callable "^1.2.7"
+    is-date-object "^1.0.5"
+    is-symbol "^1.0.4"
 
 es6-promise@^4.2.8:
   version "4.2.8"
   resolved "https://registry.yarnpkg.com/es6-promise/-/es6-promise-4.2.8.tgz#4eb21594c972bc40553d276e510539143db53e0a"
   integrity sha512-HJDGx5daxeIvxdBxvG2cb9g4tEvwIk3i8+nhX0yGrYmZUzbkdg8QbDevheDB8gd0//uPj4c1EQua8Q+MViT0/w==
 
-escape-html@~1.0.3:
+escape-html@^1.0.3:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/escape-html/-/escape-html-1.0.3.tgz#0258eae4d3d0c0974de1c169188ef0051d1d1988"
   integrity sha512-NiSupZ4OeuGwr68lGIeym/ksIZMJodUGOSCZ/FSnTxcrekbvqrgdUxlJOMpijaKZVjAJrWrGs/6Jy8OMuyj9ow==
 
-escape-string-regexp@^1.0.5:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz#1b61c0562190a8dff6ae3bb2cf0200ca130b86d4"
-  integrity sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==
-
-eslint-config-prettier@6.1.0:
-  version "6.1.0"
-  resolved "https://registry.yarnpkg.com/eslint-config-prettier/-/eslint-config-prettier-6.1.0.tgz#e6f678ba367fbd1273998d5510f76f004e9dce7b"
-  integrity sha512-k9fny9sPjIBQ2ftFTesJV21Rg4R/7a7t7LCtZVrYQiHEp8Nnuk3EGaDmsKSAnsPj0BYcgB2zxzHa2NTkIxcOLg==
-  dependencies:
-    get-stdin "^6.0.0"
+escape-string-regexp@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/escape-string-regexp/-/escape-string-regexp-4.0.0.tgz#14ba83a5d373e3d311e5afca29cf5bfad965bf34"
+  integrity sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA==
 
-eslint-config-standard@14.0.1:
-  version "14.0.1"
-  resolved "https://registry.yarnpkg.com/eslint-config-standard/-/eslint-config-standard-14.0.1.tgz#375c3636fb4bd453cb95321d873de12e4eef790b"
-  integrity sha512-1RWsAKTDTZgA8bIM6PSC9aTGDAUlKqNkYNJlTZ5xYD/HYkIM6GlcefFvgcJ8xi0SWG5203rttKYX28zW+rKNOg==
+eslint-config-prettier@10.1.2:
+  version "10.1.2"
+  resolved "https://registry.yarnpkg.com/eslint-config-prettier/-/eslint-config-prettier-10.1.2.tgz#31a4b393c40c4180202c27e829af43323bf85276"
+  integrity sha512-Epgp/EofAUeEpIdZkW60MHKvPyru1ruQJxPL+WIycnaPApuseK0Zpkrh/FwL9oIpQvIhJwV7ptOy0DWUjTlCiA==
 
-eslint-import-resolver-node@^0.3.2:
+eslint-import-resolver-node@^0.3.9:
   version "0.3.9"
   resolved "https://registry.yarnpkg.com/eslint-import-resolver-node/-/eslint-import-resolver-node-0.3.9.tgz#d4eaac52b8a2e7c3cd1903eb00f7e053356118ac"
   integrity sha512-WFj2isz22JahUv+B788TlO3N6zL3nNJGU8CcZbPZvVEkBPaJdCV4vy5wyghty5ROFbCRnm132v8BScu5/1BQ8g==
@@ -759,79 +859,85 @@ eslint-import-resolver-node@^0.3.2:
     is-core-module "^2.13.0"
     resolve "^1.22.4"
 
-eslint-module-utils@^2.4.0:
-  version "2.8.1"
-  resolved "https://registry.yarnpkg.com/eslint-module-utils/-/eslint-module-utils-2.8.1.tgz#52f2404300c3bd33deece9d7372fb337cc1d7c34"
-  integrity sha512-rXDXR3h7cs7dy9RNpUlQf80nX31XWJEyGq1tRMo+6GsO5VmTe4UTwtmonAD4ZkAsrfMVDA2wlGJ3790Ys+D49Q==
+eslint-module-utils@^2.12.0:
+  version "2.12.1"
+  resolved "https://registry.yarnpkg.com/eslint-module-utils/-/eslint-module-utils-2.12.1.tgz#f76d3220bfb83c057651359295ab5854eaad75ff"
+  integrity sha512-L8jSWTze7K2mTg0vos/RuLRS5soomksDPoJLXIslC7c8Wmut3bx7CPpJijDcBZtxQ5lrbUdM+s0OlNbz0DCDNw==
   dependencies:
     debug "^3.2.7"
 
-eslint-plugin-es@^1.4.0:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-es/-/eslint-plugin-es-1.4.1.tgz#12acae0f4953e76ba444bfd1b2271081ac620998"
-  integrity sha512-5fa/gR2yR3NxQf+UXkeLeP8FBBl6tSgdrAz1+cF84v1FMM4twGwQoqTnn+QxFLcPOrF4pdKEJKDB/q9GoyJrCA==
-  dependencies:
-    eslint-utils "^1.4.2"
-    regexpp "^2.0.1"
-
-eslint-plugin-import@2.18.2:
-  version "2.18.2"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-import/-/eslint-plugin-import-2.18.2.tgz#02f1180b90b077b33d447a17a2326ceb400aceb6"
-  integrity sha512-5ohpsHAiUBRNaBWAF08izwUGlbrJoJJ+W9/TBwsGoR1MnlgfwMIKrFeSjWbt6moabiXW9xNvtFz+97KHRfI4HQ==
-  dependencies:
-    array-includes "^3.0.3"
-    contains-path "^0.1.0"
-    debug "^2.6.9"
-    doctrine "1.5.0"
-    eslint-import-resolver-node "^0.3.2"
-    eslint-module-utils "^2.4.0"
-    has "^1.0.3"
-    minimatch "^3.0.4"
-    object.values "^1.1.0"
-    read-pkg-up "^2.0.0"
-    resolve "^1.11.0"
+eslint-plugin-es@^3.0.0:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-es/-/eslint-plugin-es-3.0.1.tgz#75a7cdfdccddc0589934aeeb384175f221c57893"
+  integrity sha512-GUmAsJaN4Fc7Gbtl8uOBlayo2DqhwWvEzykMHSCZHU3XdJ+NSzzZcVhXh3VxX5icqQ+oQdIEawXX8xkR3mIFmQ==
+  dependencies:
+    eslint-utils "^2.0.0"
+    regexpp "^3.0.0"
+
+eslint-plugin-import@2.31.0:
+  version "2.31.0"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-import/-/eslint-plugin-import-2.31.0.tgz#310ce7e720ca1d9c0bb3f69adfd1c6bdd7d9e0e7"
+  integrity sha512-ixmkI62Rbc2/w8Vfxyh1jQRTdRTF52VxwRVHl/ykPAmqG+Nb7/kNn+byLP0LxPgI7zWA16Jt82SybJInmMia3A==
+  dependencies:
+    "@rtsao/scc" "^1.1.0"
+    array-includes "^3.1.8"
+    array.prototype.findlastindex "^1.2.5"
+    array.prototype.flat "^1.3.2"
+    array.prototype.flatmap "^1.3.2"
+    debug "^3.2.7"
+    doctrine "^2.1.0"
+    eslint-import-resolver-node "^0.3.9"
+    eslint-module-utils "^2.12.0"
+    hasown "^2.0.2"
+    is-core-module "^2.15.1"
+    is-glob "^4.0.3"
+    minimatch "^3.1.2"
+    object.fromentries "^2.0.8"
+    object.groupby "^1.0.3"
+    object.values "^1.2.0"
+    semver "^6.3.1"
+    string.prototype.trimend "^1.0.8"
+    tsconfig-paths "^3.15.0"
 
-eslint-plugin-node@9.1.0:
-  version "9.1.0"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-node/-/eslint-plugin-node-9.1.0.tgz#f2fd88509a31ec69db6e9606d76dabc5adc1b91a"
-  integrity sha512-ZwQYGm6EoV2cfLpE1wxJWsfnKUIXfM/KM09/TlorkukgCAwmkgajEJnPCmyzoFPQQkmvo5DrW/nyKutNIw36Mw==
+eslint-plugin-node@11.1.0:
+  version "11.1.0"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-node/-/eslint-plugin-node-11.1.0.tgz#c95544416ee4ada26740a30474eefc5402dc671d"
+  integrity sha512-oUwtPJ1W0SKD0Tr+wqu92c5xuCeQqB3hSCHasn/ZgjFdA9iDGNkNf2Zi9ztY7X+hNuMib23LNGRm6+uN+KLE3g==
   dependencies:
-    eslint-plugin-es "^1.4.0"
-    eslint-utils "^1.3.1"
+    eslint-plugin-es "^3.0.0"
+    eslint-utils "^2.0.0"
     ignore "^5.1.1"
     minimatch "^3.0.4"
     resolve "^1.10.1"
     semver "^6.1.0"
 
-eslint-plugin-prettier@3.1.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-prettier/-/eslint-plugin-prettier-3.1.0.tgz#8695188f95daa93b0dc54b249347ca3b79c4686d"
-  integrity sha512-XWX2yVuwVNLOUhQijAkXz+rMPPoCr7WFiAl8ig6I7Xn+pPVhDhzg4DxHpmbeb0iqjO9UronEA3Tb09ChnFVHHA==
+eslint-plugin-prettier@5.2.6:
+  version "5.2.6"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-prettier/-/eslint-plugin-prettier-5.2.6.tgz#be39e3bb23bb3eeb7e7df0927cdb46e4d7945096"
+  integrity sha512-mUcf7QG2Tjk7H055Jk0lGBjbgDnfrvqjhXh9t2xLMSCjZVcw9Rb1V6sVNXO0th3jgeO7zllWPTNRil3JW94TnQ==
   dependencies:
     prettier-linter-helpers "^1.0.0"
+    synckit "^0.11.0"
 
-eslint-plugin-promise@4.2.1:
-  version "4.2.1"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-promise/-/eslint-plugin-promise-4.2.1.tgz#845fd8b2260ad8f82564c1222fce44ad71d9418a"
-  integrity sha512-VoM09vT7bfA7D+upt+FjeBO5eHIJQBUWki1aPvB+vbNiHS3+oGIJGIeyBtKQTME6UPXXy3vV07OL1tHd3ANuDw==
-
-eslint-plugin-standard@4.0.1:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-standard/-/eslint-plugin-standard-4.0.1.tgz#ff0519f7ffaff114f76d1bd7c3996eef0f6e20b4"
-  integrity sha512-v/KBnfyaOMPmZc/dmc6ozOdWqekGp7bBGq4jLAecEfPGmfKiWS4sA8sC0LqiV9w5qmXAtXVn4M3p1jSyhY85SQ==
+eslint-plugin-promise@7.2.1:
+  version "7.2.1"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-promise/-/eslint-plugin-promise-7.2.1.tgz#a0652195700aea40b926dc3c74b38e373377bfb0"
+  integrity sha512-SWKjd+EuvWkYaS+uN2csvj0KoP43YTu7+phKQ5v+xw6+A0gutVX2yqCeCkC3uLCJFiPfR2dD8Es5L7yUsmvEaA==
+  dependencies:
+    "@eslint-community/eslint-utils" "^4.4.0"
 
-eslint-scope@^5.0.0:
-  version "5.1.1"
-  resolved "https://registry.yarnpkg.com/eslint-scope/-/eslint-scope-5.1.1.tgz#e786e59a66cb92b3f6c1fb0d508aab174848f48c"
-  integrity sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==
+eslint-scope@^8.4.0:
+  version "8.4.0"
+  resolved "https://registry.yarnpkg.com/eslint-scope/-/eslint-scope-8.4.0.tgz#88e646a207fad61436ffa39eb505147200655c82"
+  integrity sha512-sNXOfKCn74rt8RICKMvJS7XKV/Xk9kA7DyJr8mJik3S7Cwgy3qlkkmyS2uQB3jiJg6VNdZd/pDBJu0nvG2NlTg==
   dependencies:
     esrecurse "^4.3.0"
-    estraverse "^4.1.1"
+    estraverse "^5.2.0"
 
-eslint-utils@^1.3.1, eslint-utils@^1.4.2:
-  version "1.4.3"
-  resolved "https://registry.yarnpkg.com/eslint-utils/-/eslint-utils-1.4.3.tgz#74fec7c54d0776b6f67e0251040b5806564e981f"
-  integrity sha512-fbBN5W2xdY45KulGXmLHZ3c3FHfVYmKg0IrAKGOkT/464PQsx2UeIzfz1RmEci+KLm1bBaAzZAh8+/E+XAeZ8Q==
+eslint-utils@^2.0.0:
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/eslint-utils/-/eslint-utils-2.1.0.tgz#d2de5e03424e707dc10c74068ddedae708741b27"
+  integrity sha512-w94dQYoauyvlDc43XnGB8lU3Zt713vNChgt4EWwhXAP2XkBvndfxF0AgIqKOOasjPIPzj9JqgwkwbCYD0/V3Zg==
   dependencies:
     eslint-visitor-keys "^1.1.0"
 
@@ -840,67 +946,69 @@ eslint-visitor-keys@^1.1.0:
   resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-1.3.0.tgz#30ebd1ef7c2fdff01c3a4f151044af25fab0523e"
   integrity sha512-6J72N8UNa462wa/KFODt/PJ3IU60SDpC3QXC1Hjc1BXXpfL2C9R5+AU7jhe0F6GREqVMh4Juu+NY7xn+6dipUQ==
 
-eslint@6.2.2:
-  version "6.2.2"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-6.2.2.tgz#03298280e7750d81fcd31431f3d333e43d93f24f"
-  integrity sha512-mf0elOkxHbdyGX1IJEUsNBzCDdyoUgljF3rRlgfyYh0pwGnreLc0jjD6ZuleOibjmnUWZLY2eXwSooeOgGJ2jw==
-  dependencies:
-    "@babel/code-frame" "^7.0.0"
-    ajv "^6.10.0"
-    chalk "^2.1.0"
-    cross-spawn "^6.0.5"
-    debug "^4.0.1"
-    doctrine "^3.0.0"
-    eslint-scope "^5.0.0"
-    eslint-utils "^1.4.2"
-    eslint-visitor-keys "^1.1.0"
-    espree "^6.1.1"
-    esquery "^1.0.1"
+eslint-visitor-keys@^3.4.3:
+  version "3.4.3"
+  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-3.4.3.tgz#0cd72fe8550e3c2eae156a96a4dddcd1c8ac5800"
+  integrity sha512-wpc+LXeiyiisxPlEkUzU6svyS1frIO3Mgxj1fdy7Pm8Ygzguax2N3Fa/D/ag1WqbOprdI+uY6wMUl8/a2G+iag==
+
+eslint-visitor-keys@^4.2.1:
+  version "4.2.1"
+  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-4.2.1.tgz#4cfea60fe7dd0ad8e816e1ed026c1d5251b512c1"
+  integrity sha512-Uhdk5sfqcee/9H/rCOJikYz67o0a2Tw2hGRPOG2Y1R2dg7brRe1uG0yaNQDHu+TO/uQPF/5eCapvYSmHUjt7JQ==
+
+eslint@^9.25.1:
+  version "9.39.1"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-9.39.1.tgz#be8bf7c6de77dcc4252b5a8dcb31c2efff74a6e5"
+  integrity sha512-BhHmn2yNOFA9H9JmmIVKJmd288g9hrVRDkdoIgRCRuSySRUHH7r/DI6aAXW9T1WwUuY3DFgrcaqB+deURBLR5g==
+  dependencies:
+    "@eslint-community/eslint-utils" "^4.8.0"
+    "@eslint-community/regexpp" "^4.12.1"
+    "@eslint/config-array" "^0.21.1"
+    "@eslint/config-helpers" "^0.4.2"
+    "@eslint/core" "^0.17.0"
+    "@eslint/eslintrc" "^3.3.1"
+    "@eslint/js" "9.39.1"
+    "@eslint/plugin-kit" "^0.4.1"
+    "@humanfs/node" "^0.16.6"
+    "@humanwhocodes/module-importer" "^1.0.1"
+    "@humanwhocodes/retry" "^0.4.2"
+    "@types/estree" "^1.0.6"
+    ajv "^6.12.4"
+    chalk "^4.0.0"
+    cross-spawn "^7.0.6"
+    debug "^4.3.2"
+    escape-string-regexp "^4.0.0"
+    eslint-scope "^8.4.0"
+    eslint-visitor-keys "^4.2.1"
+    espree "^10.4.0"
+    esquery "^1.5.0"
     esutils "^2.0.2"
-    file-entry-cache "^5.0.1"
-    functional-red-black-tree "^1.0.1"
-    glob-parent "^5.0.0"
-    globals "^11.7.0"
-    ignore "^4.0.6"
-    import-fresh "^3.0.0"
+    fast-deep-equal "^3.1.3"
+    file-entry-cache "^8.0.0"
+    find-up "^5.0.0"
+    glob-parent "^6.0.2"
+    ignore "^5.2.0"
     imurmurhash "^0.1.4"
-    inquirer "^6.4.1"
     is-glob "^4.0.0"
-    js-yaml "^3.13.1"
     json-stable-stringify-without-jsonify "^1.0.1"
-    levn "^0.3.0"
-    lodash "^4.17.14"
-    minimatch "^3.0.4"
-    mkdirp "^0.5.1"
+    lodash.merge "^4.6.2"
+    minimatch "^3.1.2"
     natural-compare "^1.4.0"
-    optionator "^0.8.2"
-    progress "^2.0.0"
-    regexpp "^2.0.1"
-    semver "^6.1.2"
-    strip-ansi "^5.2.0"
-    strip-json-comments "^3.0.1"
-    table "^5.2.3"
-    text-table "^0.2.0"
-    v8-compile-cache "^2.0.3"
-
-espree@^6.1.1:
-  version "6.2.1"
-  resolved "https://registry.yarnpkg.com/espree/-/espree-6.2.1.tgz#77fc72e1fd744a2052c20f38a5b575832e82734a"
-  integrity sha512-ysCxRQY3WaXJz9tdbWOwuWr5Y/XrPTGX9Kiz3yoUXwW0VZ4w30HTkQLaGx/+ttFjF8i+ACbArnB4ce68a9m5hw==
-  dependencies:
-    acorn "^7.1.1"
-    acorn-jsx "^5.2.0"
-    eslint-visitor-keys "^1.1.0"
+    optionator "^0.9.3"
 
-esprima@^4.0.0:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/esprima/-/esprima-4.0.1.tgz#13b04cdb3e6c5d19df91ab6987a8695619b0aa71"
-  integrity sha512-eGuFFw7Upda+g4p+QHvnW0RyTX/SVeJBDM/gCtMARO0cLuT2HcEKnTPvhjV6aGeqrCB/sbNop0Kszm0jsaWU4A==
+espree@^10.0.1, espree@^10.4.0:
+  version "10.4.0"
+  resolved "https://registry.yarnpkg.com/espree/-/espree-10.4.0.tgz#d54f4949d4629005a1fa168d937c3ff1f7e2a837"
+  integrity sha512-j6PAQ2uUr79PZhBjP5C5fhl8e39FmRnOjsD5lGnWrFU8i2G776tBK7+nP8KuQUTTyAZUwfQqXAgrVH5MbH9CYQ==
+  dependencies:
+    acorn "^8.15.0"
+    acorn-jsx "^5.3.2"
+    eslint-visitor-keys "^4.2.1"
 
-esquery@^1.0.1:
-  version "1.5.0"
-  resolved "https://registry.yarnpkg.com/esquery/-/esquery-1.5.0.tgz#6ce17738de8577694edd7361c57182ac8cb0db0b"
-  integrity sha512-YQLXUplAwJgCydQ78IMJywZCceoqk1oH01OERdSAJc/7U2AylwjhSCLDEtqwg811idIS/9fIU5GjG73IgjKMVg==
+esquery@^1.5.0:
+  version "1.6.0"
+  resolved "https://registry.yarnpkg.com/esquery/-/esquery-1.6.0.tgz#91419234f804d852a82dceec3e16cdc22cf9dae7"
+  integrity sha512-ca9pw9fomFcKPvFLXhBKUK90ZvGibiGOvRJNbjljY7s7uq/5YO4BOzcYtJqExdx99rF6aAcnRxHmcUHcz6sQsg==
   dependencies:
     estraverse "^5.1.0"
 
@@ -911,11 +1019,6 @@ esrecurse@^4.3.0:
   dependencies:
     estraverse "^5.2.0"
 
-estraverse@^4.1.1:
-  version "4.3.0"
-  resolved "https://registry.yarnpkg.com/estraverse/-/estraverse-4.3.0.tgz#398ad3f3c5a24948be7725e83d11a7de28cdbd1d"
-  integrity sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==
-
 estraverse@^5.1.0, estraverse@^5.2.0:
   version "5.3.0"
   resolved "https://registry.yarnpkg.com/estraverse/-/estraverse-5.3.0.tgz#2eea5290702f26ab8fe5370370ff86c965d21123"
@@ -926,76 +1029,56 @@ esutils@^2.0.2:
   resolved "https://registry.yarnpkg.com/esutils/-/esutils-2.0.3.tgz#74d2eb4de0b8da1293711910d50775b9b710ef64"
   integrity sha512-kVscqXk4OCp68SZ0dkgEKVi6/8ij300KBWTJq32P/dYeWTSwK41WyTxalN1eRmA5Z9UU/LX9D7FWSmV9SAYx6g==
 
-etag@~1.8.1:
+etag@^1.8.1:
   version "1.8.1"
   resolved "https://registry.yarnpkg.com/etag/-/etag-1.8.1.tgz#41ae2eeb65efa62268aebfea83ac7d79299b0887"
   integrity sha512-aIL5Fx7mawVa300al2BnEE4iNvo1qETxLrPI/o05L7z6go7fCw1J6EQmbK4FmJ2AS7kgVF/KEZWufBfdClMcPg==
 
-eventemitter3@^4.0.4:
-  version "4.0.7"
-  resolved "https://registry.yarnpkg.com/eventemitter3/-/eventemitter3-4.0.7.tgz#2de9b68f6528d5644ef5c59526a1b4a07306169f"
-  integrity sha512-8guHBZCwKnFhYdHr2ysuRWErTwhoN2X8XELRlrRwpmfeY2jjuUN4taQMsULKUVo1K4DvZl+0pgfyoysHxvmvEw==
-
-express@^4.17.1:
-  version "4.19.2"
-  resolved "https://registry.yarnpkg.com/express/-/express-4.19.2.tgz#e25437827a3aa7f2a827bc8171bbbb664a356465"
-  integrity sha512-5T6nhjsT+EOMzuck8JjBHARTHfMht0POzlA60WV2pMD3gyXw2LZnZ+ueGdNxG+0calOJcWKbpFcuzLZ91YWq9Q==
-  dependencies:
-    accepts "~1.3.8"
-    array-flatten "1.1.1"
-    body-parser "1.20.2"
-    content-disposition "0.5.4"
-    content-type "~1.0.4"
-    cookie "0.6.0"
-    cookie-signature "1.0.6"
-    debug "2.6.9"
-    depd "2.0.0"
-    encodeurl "~1.0.2"
-    escape-html "~1.0.3"
-    etag "~1.8.1"
-    finalhandler "1.2.0"
-    fresh "0.5.2"
-    http-errors "2.0.0"
-    merge-descriptors "1.0.1"
-    methods "~1.1.2"
-    on-finished "2.4.1"
-    parseurl "~1.3.3"
-    path-to-regexp "0.1.7"
-    proxy-addr "~2.0.7"
-    qs "6.11.0"
-    range-parser "~1.2.1"
-    safe-buffer "5.2.1"
-    send "0.18.0"
-    serve-static "1.15.0"
-    setprototypeof "1.2.0"
-    statuses "2.0.1"
-    type-is "~1.6.18"
-    utils-merge "1.0.1"
-    vary "~1.1.2"
-
-extend@~3.0.2:
-  version "3.0.2"
-  resolved "https://registry.yarnpkg.com/extend/-/extend-3.0.2.tgz#f8b1136b4071fbd8eb140aff858b1019ec2915fa"
-  integrity sha512-fjquC59cD7CyW6urNXK0FBufkZcoiGG80wTuPujX590cB5Ttln20E2UB4S/WARVqhXffZl2LNgS+gQdPIIim/g==
+eventemitter3@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.yarnpkg.com/eventemitter3/-/eventemitter3-5.0.1.tgz#53f5ffd0a492ac800721bb42c66b841de96423c4"
+  integrity sha512-GWkBvjiSZK87ELrYOSESUYeVIc9mvLLf/nXalMOS5dYrgZq9o5OVkbZAVM06CVxYsCwH9BDZFPlQTlPA1j4ahA==
 
-external-editor@^3.0.3:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/external-editor/-/external-editor-3.1.0.tgz#cb03f740befae03ea4d283caed2741a83f335495"
-  integrity sha512-hMQ4CX1p1izmuLYyZqLMO/qGNw10wSv9QDCPfzXfyFrOaCSSoRfqE1Kf1s5an66J5JZC62NewG+mK49jOCtQew==
+events-universal@^1.0.0:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/events-universal/-/events-universal-1.0.1.tgz#b56a84fd611b6610e0a2d0f09f80fdf931e2dfe6"
+  integrity sha512-LUd5euvbMLpwOF8m6ivPCbhQeSiYVNb8Vs0fQ8QjXo0JTkEHpz8pxdQf0gStltaPpw0Cca8b39KxvK9cfKRiAw==
   dependencies:
-    chardet "^0.7.0"
-    iconv-lite "^0.4.24"
-    tmp "^0.0.33"
-
-extsprintf@1.3.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/extsprintf/-/extsprintf-1.3.0.tgz#96918440e3041a7a414f8c52e3c574eb3c3e1e05"
-  integrity sha512-11Ndz7Nv+mvAC1j0ktTa7fAb0vLyGGX+rMHNBYQviQDGU0Hw7lhctJANqbPhu9nV9/izT/IntTgZ7Im/9LJs9g==
+    bare-events "^2.7.0"
 
-extsprintf@^1.2.0:
-  version "1.4.1"
-  resolved "https://registry.yarnpkg.com/extsprintf/-/extsprintf-1.4.1.tgz#8d172c064867f235c0c84a596806d279bf4bcc07"
-  integrity sha512-Wrk35e8ydCKDj/ArClo1VrPVmN8zph5V4AtHwIuHhvMXsKf73UT3BOD+azBIW+3wOJ4FhEH7zyaJCFvChjYvMA==
+express@^5.2.0:
+  version "5.2.1"
+  resolved "https://registry.yarnpkg.com/express/-/express-5.2.1.tgz#8f21d15b6d327f92b4794ecf8cb08a72f956ac04"
+  integrity sha512-hIS4idWWai69NezIdRt2xFVofaF4j+6INOpJlVOLDO8zXGpUVEVzIYk12UUi2JzjEzWL3IOAxcTubgz9Po0yXw==
+  dependencies:
+    accepts "^2.0.0"
+    body-parser "^2.2.1"
+    content-disposition "^1.0.0"
+    content-type "^1.0.5"
+    cookie "^0.7.1"
+    cookie-signature "^1.2.1"
+    debug "^4.4.0"
+    depd "^2.0.0"
+    encodeurl "^2.0.0"
+    escape-html "^1.0.3"
+    etag "^1.8.1"
+    finalhandler "^2.1.0"
+    fresh "^2.0.0"
+    http-errors "^2.0.0"
+    merge-descriptors "^2.0.0"
+    mime-types "^3.0.0"
+    on-finished "^2.4.1"
+    once "^1.4.0"
+    parseurl "^1.3.3"
+    proxy-addr "^2.0.7"
+    qs "^6.14.0"
+    range-parser "^1.2.1"
+    router "^2.2.0"
+    send "^1.1.0"
+    serve-static "^2.2.0"
+    statuses "^2.0.1"
+    type-is "^2.0.1"
+    vary "^1.1.2"
 
 eyes@0.1.x:
   version "0.1.8"
@@ -1012,92 +1095,77 @@ fast-diff@^1.1.2:
   resolved "https://registry.yarnpkg.com/fast-diff/-/fast-diff-1.3.0.tgz#ece407fa550a64d638536cd727e129c61616e0f0"
   integrity sha512-VxPP4NqbUjj6MaAOafWeUn2cXWLcCtljklUtZf0Ind4XQ+QPtmA0b18zZy0jIQx+ExRVCR/ZQpBmik5lXshNsw==
 
+fast-fifo@^1.2.0, fast-fifo@^1.3.2:
+  version "1.3.2"
+  resolved "https://registry.yarnpkg.com/fast-fifo/-/fast-fifo-1.3.2.tgz#286e31de96eb96d38a97899815740ba2a4f3640c"
+  integrity sha512-/d9sfos4yxzpwkDkuN7k2SqFKtYNmCTzgfEpz82x34IM9/zc8KGxQoXg1liNC/izpRM/MBdt44Nmx41ZWqk+FQ==
+
 fast-json-stable-stringify@^2.0.0:
   version "2.1.0"
   resolved "https://registry.yarnpkg.com/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz#874bf69c6f404c2b5d99c481341399fd55892633"
   integrity sha512-lhd/wF+Lk98HZoTCtlVraHtfh5XYijIjalXck7saUtuanSDyLMxnHhSXEDJqHxD7msR8D0uCmqlkwjCV8xvwHw==
 
-fast-levenshtein@~2.0.6:
+fast-levenshtein@^2.0.6:
   version "2.0.6"
   resolved "https://registry.yarnpkg.com/fast-levenshtein/-/fast-levenshtein-2.0.6.tgz#3d8a5c66883a16a30ca8643e851f19baa7797917"
   integrity sha512-DCXu6Ifhqcks7TZKY3Hxp3y6qphY5SJZmrWMDrKcERSOXWQdMhU9Ig/PYrzyw/ul9jOIyh0N4M0tbC5hodg8dw==
 
-figures@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/figures/-/figures-2.0.0.tgz#3ab1a2d2a62c8bfb431a0c94cb797a2fce27c962"
-  integrity sha512-Oa2M9atig69ZkfwiApY8F2Yy+tzMbazyvqv21R0NsSC8floSOC09BbT1ITWAdoMGQvJ/aZnR1KMwdx9tvHnTNA==
-  dependencies:
-    escape-string-regexp "^1.0.5"
-
-file-entry-cache@^5.0.1:
-  version "5.0.1"
-  resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-5.0.1.tgz#ca0f6efa6dd3d561333fb14515065c2fafdf439c"
-  integrity sha512-bCg29ictuBaKUwwArK4ouCaqDgLZcysCFLmM/Yn/FDoqndh/9vNuQfXRDvTuXKLxfD/JtZQGKFT8MGcJBK644g==
-  dependencies:
-    flat-cache "^2.0.1"
-
-finalhandler@1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/finalhandler/-/finalhandler-1.2.0.tgz#7d23fe5731b207b4640e4fcd00aec1f9207a7b32"
-  integrity sha512-5uXcUVftlQMFnWC9qu/svkWv3GTd2PfUhK/3PLkYNAe7FbqJMt3515HaxE6eRL74GdsriiwujiawdaB1BpEISg==
+file-entry-cache@^8.0.0:
+  version "8.0.0"
+  resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-8.0.0.tgz#7787bddcf1131bffb92636c69457bbc0edd6d81f"
+  integrity sha512-XXTUwCvisa5oacNGRP9SfNtYBNAMi+RPwBFmblZEF7N7swHYQS6/Zfk7SRwx4D5j3CH211YNRco1DEMNVfZCnQ==
   dependencies:
-    debug "2.6.9"
-    encodeurl "~1.0.2"
-    escape-html "~1.0.3"
-    on-finished "2.4.1"
-    parseurl "~1.3.3"
-    statuses "2.0.1"
-    unpipe "~1.0.0"
+    flat-cache "^4.0.0"
 
-find-up@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/find-up/-/find-up-2.1.0.tgz#45d1b7e506c717ddd482775a2b77920a3c0c57a7"
-  integrity sha512-NWzkk0jSJtTt08+FBFMvXoeZnOJD+jTtsRmBYbAIzJdX6l7dLgR7CTubCM5/eDdPUBvLCeVasP1brfVR/9/EZQ==
+finalhandler@^2.1.0:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/finalhandler/-/finalhandler-2.1.1.tgz#a2c517a6559852bcdb06d1f8bd7f51b68fad8099"
+  integrity sha512-S8KoZgRZN+a5rNwqTxlZZePjT/4cnm0ROV70LedRHZ0p8u9fRID0hJUZQpkKLzro8LfmC8sx23bY6tVNxv8pQA==
   dependencies:
-    locate-path "^2.0.0"
+    debug "^4.4.0"
+    encodeurl "^2.0.0"
+    escape-html "^1.0.3"
+    on-finished "^2.4.1"
+    parseurl "^1.3.3"
+    statuses "^2.0.1"
 
-flat-cache@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/flat-cache/-/flat-cache-2.0.1.tgz#5d296d6f04bda44a4630a301413bdbc2ec085ec0"
-  integrity sha512-LoQe6yDuUMDzQAEH8sgmh4Md6oZnc/7PjtwjNFSzveXqSHt6ka9fPBuso7IGf9Rz4uqnSnWiFH2B/zj24a5ReA==
+find-up@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/find-up/-/find-up-5.0.0.tgz#4c92819ecb7083561e4f4a240a86be5198f536fc"
+  integrity sha512-78/PXT1wlLLDgTzDs7sjq9hzz0vXD+zn+7wypEe4fXQxCmdmqfGsEPQxmiCSQI3ajFV91bVSsvNtrJRiW6nGng==
   dependencies:
-    flatted "^2.0.0"
-    rimraf "2.6.3"
-    write "1.0.3"
-
-flatted@^2.0.0:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/flatted/-/flatted-2.0.2.tgz#4575b21e2bcee7434aa9be662f4b7b5f9c2b5138"
-  integrity sha512-r5wGx7YeOwNWNlCA0wQ86zKyDLMQr+/RB8xy74M4hTphfmjlijTSSXGuH8rnvKZnfT9i+75zmd8jcKdMR4O6jA==
+    locate-path "^6.0.0"
+    path-exists "^4.0.0"
 
-for-each@^0.3.3:
-  version "0.3.3"
-  resolved "https://registry.yarnpkg.com/for-each/-/for-each-0.3.3.tgz#69b447e88a0a5d32c3e7084f3f1710034b21376e"
-  integrity sha512-jqYfLp7mo9vIyQf8ykW2v7A+2N4QjeCeI5+Dz9XraiO1ign81wjiH7Fb9vSOWvQfNtmSa4H2RoQTrrXivdUZmw==
+flat-cache@^4.0.0:
+  version "4.0.1"
+  resolved "https://registry.yarnpkg.com/flat-cache/-/flat-cache-4.0.1.tgz#0ece39fcb14ee012f4b0410bd33dd9c1f011127c"
+  integrity sha512-f7ccFPK3SXFHpx15UIGyRJ/FJQctuKZ0zVuN3frBo4HnK3cay9VEW0R6yPYFHC0AgqhukPzKjq22t5DmAyqGyw==
   dependencies:
-    is-callable "^1.1.3"
+    flatted "^3.2.9"
+    keyv "^4.5.4"
 
-forever-agent@~0.6.1:
-  version "0.6.1"
-  resolved "https://registry.yarnpkg.com/forever-agent/-/forever-agent-0.6.1.tgz#fbc71f0c41adeb37f96c577ad1ed42d8fdacca91"
-  integrity sha512-j0KLYPhm6zeac4lz3oJ3o65qvgQCcPubiyotZrXqEaG4hNagNYO8qdlUrX5vwqv9ohqeT/Z3j6+yW067yWWdUw==
+flatted@^3.2.9:
+  version "3.3.3"
+  resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.3.3.tgz#67c8fad95454a7c7abebf74bb78ee74a44023358"
+  integrity sha512-GX+ysw4PBCz0PzosHDepZGANEuFCMLrnRTiEy9McGjmkCQYwRq4A/X786G/fjM/+OjsWSU1ZrY5qyARZmO/uwg==
 
-form-data@^2.5.0:
-  version "2.5.1"
-  resolved "https://registry.yarnpkg.com/form-data/-/form-data-2.5.1.tgz#f2cbec57b5e59e23716e128fe44d4e5dd23895f4"
-  integrity sha512-m21N3WOmEEURgk6B9GLOE4RuWOFf28Lhh9qGYeNlGq4VDXUlJy2th2slBNU8Gp8EzloYZOibZJ7t5ecIrFSjVA==
+for-each@^0.3.3, for-each@^0.3.5:
+  version "0.3.5"
+  resolved "https://registry.yarnpkg.com/for-each/-/for-each-0.3.5.tgz#d650688027826920feeb0af747ee7b9421a41d47"
+  integrity sha512-dKx12eRCVIzqCxFGplyFKJMPvLEWgmNtUrpTiJIR5u97zEhRG8ySrtboPHZXx7daLxQVrl643cTzbab2tkQjxg==
   dependencies:
-    asynckit "^0.4.0"
-    combined-stream "^1.0.6"
-    mime-types "^2.1.12"
+    is-callable "^1.2.7"
 
-form-data@~2.3.2:
-  version "2.3.3"
-  resolved "https://registry.yarnpkg.com/form-data/-/form-data-2.3.3.tgz#dcce52c05f644f298c6a7ab936bd724ceffbf3a6"
-  integrity sha512-1lLKB2Mu3aGP1Q/2eCOx0fNbRMe7XdwktwOruhfqqd0rIJWwN4Dh+E3hrPSlDCXnSR7UtZ1N38rVXm+6+MEhJQ==
+form-data@^4.0.0, form-data@^4.0.4:
+  version "4.0.5"
+  resolved "https://registry.yarnpkg.com/form-data/-/form-data-4.0.5.tgz#b49e48858045ff4cbf6b03e1805cebcad3679053"
+  integrity sha512-8RipRLol37bNs2bhoV67fiTEvdTrbMUYcFTiy3+wuuOnUog2QBHCZWXDRijWQfAkhBj2Uf5UnVaiWwA5vdd82w==
   dependencies:
     asynckit "^0.4.0"
-    combined-stream "^1.0.6"
+    combined-stream "^1.0.8"
+    es-set-tostringtag "^2.1.0"
+    hasown "^2.0.2"
     mime-types "^2.1.12"
 
 forwarded@0.2.0:
@@ -1105,105 +1173,84 @@ forwarded@0.2.0:
   resolved "https://registry.yarnpkg.com/forwarded/-/forwarded-0.2.0.tgz#2269936428aad4c15c7ebe9779a84bf0b2a81811"
   integrity sha512-buRG0fpBtRHSTCOASe6hD258tEubFoRLb4ZNA6NxMVHNw2gOcwHo9wyablzMzOA5z9xA9L1KNjk/Nt6MT9aYow==
 
-fresh@0.5.2:
-  version "0.5.2"
-  resolved "https://registry.yarnpkg.com/fresh/-/fresh-0.5.2.tgz#3d8cadd90d976569fa835ab1f8e4b23a105605a7"
-  integrity sha512-zJ2mQYM18rEFOudeV4GShTGIQ7RbzA7ozbU9I/XBpm7kqgMywgmylMwXHxZJmkVoYkna9d2pVXVXPdYTP9ej8Q==
-
-fs-minipass@^2.0.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/fs-minipass/-/fs-minipass-2.1.0.tgz#7f5036fdbf12c63c169190cbe4199c852271f9fb"
-  integrity sha512-V/JgOLFCS+R6Vcq0slCuaeWEdNC3ouDlJMNIsacH2VtALiu9mV4LPrHc5cDl8k5aw6J8jwgWWpiTo5RYhmIzvg==
-  dependencies:
-    minipass "^3.0.0"
-
-fs.realpath@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/fs.realpath/-/fs.realpath-1.0.0.tgz#1504ad2523158caa40db4a2787cb01411994ea4f"
-  integrity sha512-OO0pH2lK6a0hZnAdau5ItzHPI6pUlvI7jMVnxUQRtw4owF2wk8lOSabtGDCTP4Ggrg2MbGnWO9X8K1t4+fGMDw==
+fresh@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/fresh/-/fresh-2.0.0.tgz#8dd7df6a1b3a1b3a5cf186c05a5dd267622635a4"
+  integrity sha512-Rx/WycZ60HOaqLKAi6cHRKKI7zxWbJ31MhntmtwMoaTeF7XFH9hhBp8vITaMidfljRQ6eYWCKkaTK+ykVJHP2A==
 
 function-bind@^1.1.2:
   version "1.1.2"
   resolved "https://registry.yarnpkg.com/function-bind/-/function-bind-1.1.2.tgz#2c02d864d97f3ea6c8830c464cbd11ab6eab7a1c"
   integrity sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA==
 
-function.prototype.name@^1.1.6:
-  version "1.1.6"
-  resolved "https://registry.yarnpkg.com/function.prototype.name/-/function.prototype.name-1.1.6.tgz#cdf315b7d90ee77a4c6ee216c3c3362da07533fd"
-  integrity sha512-Z5kx79swU5P27WEayXM1tBi5Ze/lbIyiNgU3qyXUOf9b2rgXYyF9Dy9Cx+IQv/Lc8WCG6L82zwUPpSS9hGehIg==
+function.prototype.name@^1.1.6, function.prototype.name@^1.1.8:
+  version "1.1.8"
+  resolved "https://registry.yarnpkg.com/function.prototype.name/-/function.prototype.name-1.1.8.tgz#e68e1df7b259a5c949eeef95cdbde53edffabb78"
+  integrity sha512-e5iwyodOHhbMr/yNrc7fDYG4qlbIvI5gajyzPnb5TCwyhjApznQh1BMFou9b30SevY43gCJKXycoCBjMbsuW0Q==
   dependencies:
-    call-bind "^1.0.2"
-    define-properties "^1.2.0"
-    es-abstract "^1.22.1"
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
+    define-properties "^1.2.1"
     functions-have-names "^1.2.3"
-
-functional-red-black-tree@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/functional-red-black-tree/-/functional-red-black-tree-1.0.1.tgz#1b0ab3bd553b2a0d6399d29c0e3ea0b252078327"
-  integrity sha512-dsKNQNdj6xA3T+QlADDA7mOSlX0qiMINjn0cgr+eGHGsbSHzTabcIogz2+p/iqP1Xs6EP/sS2SbqH+brGTbq0g==
+    hasown "^2.0.2"
+    is-callable "^1.2.7"
 
 functions-have-names@^1.2.3:
   version "1.2.3"
   resolved "https://registry.yarnpkg.com/functions-have-names/-/functions-have-names-1.2.3.tgz#0404fe4ee2ba2f607f0e0ec3c80bae994133b834"
   integrity sha512-xckBUXyTIqT97tq2x2AMb+g163b5JFysYk0x4qxNFwbfQkmNZoiRHb6sPzI9/QV33WeuvVYBUIiD4NzNIyqaRQ==
 
-get-intrinsic@^1.1.3, get-intrinsic@^1.2.1, get-intrinsic@^1.2.3, get-intrinsic@^1.2.4:
-  version "1.2.4"
-  resolved "https://registry.yarnpkg.com/get-intrinsic/-/get-intrinsic-1.2.4.tgz#e385f5a4b5227d449c3eabbad05494ef0abbeadd"
-  integrity sha512-5uYhsJH8VJBTv7oslg4BznJYhDoRI6waYCxMmCdnTrcCrHA/fCFKoTFz2JKKE0HdDFUF7/oQuhzumXJK7paBRQ==
-  dependencies:
-    es-errors "^1.3.0"
-    function-bind "^1.1.2"
-    has-proto "^1.0.1"
-    has-symbols "^1.0.3"
-    hasown "^2.0.0"
-
-get-stdin@^6.0.0:
-  version "6.0.0"
-  resolved "https://registry.yarnpkg.com/get-stdin/-/get-stdin-6.0.0.tgz#9e09bf712b360ab9225e812048f71fde9c89657b"
-  integrity sha512-jp4tHawyV7+fkkSKyvjuLZswblUtz+SQKzSWnBbii16BuZksJlU1wuBYXY75r+duh/llF1ur6oNwi+2ZzjKZ7g==
+generator-function@^2.0.0:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/generator-function/-/generator-function-2.0.1.tgz#0e75dd410d1243687a0ba2e951b94eedb8f737a2"
+  integrity sha512-SFdFmIJi+ybC0vjlHN0ZGVGHc3lgE0DxPAT0djjVg+kjOnSqclqmj0KQ7ykTOLP6YxoqOvuAODGdcHJn+43q3g==
 
-get-symbol-description@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/get-symbol-description/-/get-symbol-description-1.0.2.tgz#533744d5aa20aca4e079c8e5daf7fd44202821f5"
-  integrity sha512-g0QYk1dZBxGwk+Ngc+ltRH2IBp2f7zBkBMBJZCDerh6EhlhSR6+9irMCuT/09zD6qkarHUSn529sK/yL4S27mg==
+get-intrinsic@^1.2.4, get-intrinsic@^1.2.5, get-intrinsic@^1.2.6, get-intrinsic@^1.2.7, get-intrinsic@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/get-intrinsic/-/get-intrinsic-1.3.0.tgz#743f0e3b6964a93a5491ed1bffaae054d7f98d01"
+  integrity sha512-9fSjSaos/fRIVIp+xSJlE6lfwhES7LNtKaCBIamHsjr2na1BiABJPo0mOjjz8GJDURarmCPGqaiVg5mfjb98CQ==
   dependencies:
-    call-bind "^1.0.5"
+    call-bind-apply-helpers "^1.0.2"
+    es-define-property "^1.0.1"
     es-errors "^1.3.0"
-    get-intrinsic "^1.2.4"
+    es-object-atoms "^1.1.1"
+    function-bind "^1.1.2"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
+    has-symbols "^1.1.0"
+    hasown "^2.0.2"
+    math-intrinsics "^1.1.0"
 
-getpass@^0.1.1:
-  version "0.1.7"
-  resolved "https://registry.yarnpkg.com/getpass/-/getpass-0.1.7.tgz#5eff8e3e684d569ae4cb2b1282604e8ba62149fa"
-  integrity sha512-0fzj9JxOLfJ+XGLhR8ze3unN0KZCgZwiSSDz168VERjK8Wl8kVSdcu2kspd4s4wtAa1y/qrVRiAA0WclVsu0ng==
+get-proto@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/get-proto/-/get-proto-1.0.1.tgz#150b3f2743869ef3e851ec0c49d15b1d14d00ee1"
+  integrity sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g==
   dependencies:
-    assert-plus "^1.0.0"
+    dunder-proto "^1.0.1"
+    es-object-atoms "^1.0.0"
 
-glob-parent@^5.0.0:
-  version "5.1.2"
-  resolved "https://registry.yarnpkg.com/glob-parent/-/glob-parent-5.1.2.tgz#869832c58034fe68a4093c17dc15e8340d8401c4"
-  integrity sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow==
+get-symbol-description@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/get-symbol-description/-/get-symbol-description-1.1.0.tgz#7bdd54e0befe8ffc9f3b4e203220d9f1e881b6ee"
+  integrity sha512-w9UMqWwJxHNOvoNzSJ2oPF5wvYcvP7jUvYzhp67yEhTi17ZDBBC1z9pTdGuzjD+EFIqLSYRweZjqfiPzQ06Ebg==
   dependencies:
-    is-glob "^4.0.1"
+    call-bound "^1.0.3"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.6"
 
-glob@^7.1.3:
-  version "7.2.3"
-  resolved "https://registry.yarnpkg.com/glob/-/glob-7.2.3.tgz#b8df0fb802bbfa8e89bd1d938b4e16578ed44f2b"
-  integrity sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==
+glob-parent@^6.0.2:
+  version "6.0.2"
+  resolved "https://registry.yarnpkg.com/glob-parent/-/glob-parent-6.0.2.tgz#6d237d99083950c79290f24c7642a3de9a28f9e3"
+  integrity sha512-XxwI8EOhVQgWp6iDL+3b0r86f4d6AX6zSU55HfB4ydCEuXLXc5FcYeOu+nnGftS4TEju/11rt4KJPTMgbfmv4A==
   dependencies:
-    fs.realpath "^1.0.0"
-    inflight "^1.0.4"
-    inherits "2"
-    minimatch "^3.1.1"
-    once "^1.3.0"
-    path-is-absolute "^1.0.0"
+    is-glob "^4.0.3"
 
-globals@^11.7.0:
-  version "11.12.0"
-  resolved "https://registry.yarnpkg.com/globals/-/globals-11.12.0.tgz#ab8795338868a0babd8525758018c2a7eb95c42e"
-  integrity sha512-WOBp/EEGUiIsJSp7wcv/y6MO+lV9UoncWqxuFfm8eBwzWNgyfBd6Gz+IeKQ9jCmyhoH99g15M3T+QaVHFjizVA==
+globals@^14.0.0:
+  version "14.0.0"
+  resolved "https://registry.yarnpkg.com/globals/-/globals-14.0.0.tgz#898d7413c29babcf6bafe56fcadded858ada724e"
+  integrity sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ==
 
-globalthis@^1.0.3:
+globalthis@^1.0.4:
   version "1.0.4"
   resolved "https://registry.yarnpkg.com/globalthis/-/globalthis-1.0.4.tgz#7430ed3a975d97bfb59bcce41f5cabbafa651236"
   integrity sha512-DpLKbNU4WylpxJykQujfCcwYWiV/Jhm50Goo0wrVILAv5jOr9d+H+UR3PhSCD2rCCEIg0uc+G+muBTwD54JhDQ==
@@ -1211,40 +1258,20 @@ globalthis@^1.0.3:
     define-properties "^1.2.1"
     gopd "^1.0.1"
 
-gopd@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/gopd/-/gopd-1.0.1.tgz#29ff76de69dac7489b7c0918a5788e56477c332c"
-  integrity sha512-d65bNlIadxvpb/A2abVdlqKqV563juRnZ1Wtk6s1sIR8uNsXR70xqIzVqxVf1eTqDunwT2MkczEeaezCKTZhwA==
-  dependencies:
-    get-intrinsic "^1.1.3"
-
-graceful-fs@^4.1.2:
-  version "4.2.11"
-  resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.2.11.tgz#4183e4e8bf08bb6e05bbb2f7d2e0c8f712ca40e3"
-  integrity sha512-RbJ5/jmFcNNCcDV5o9eTnBLJ/HszWV0P73bc+Ff4nS/rJj+YaS6IGyiOL0VoBYX+l1Wrl3k63h/KrH+nhJ0XvQ==
-
-har-schema@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/har-schema/-/har-schema-2.0.0.tgz#a94c2224ebcac04782a0d9035521f24735b7ec92"
-  integrity sha512-Oqluz6zhGX8cyRaTQlFMPw80bSJVG2x/cFb8ZPhUILGgHka9SsokCCOQgpveePerqidZOrT14ipqfJb7ILcW5Q==
-
-har-validator@~5.1.3:
-  version "5.1.5"
-  resolved "https://registry.yarnpkg.com/har-validator/-/har-validator-5.1.5.tgz#1f0803b9f8cb20c0fa13822df1ecddb36bde1efd"
-  integrity sha512-nmT2T0lljbxdQZfspsno9hgrG3Uir6Ks5afism62poxqBM6sDnMEuPmzTq8XN0OEwqKLLdh1jQI3qyE66Nzb3w==
-  dependencies:
-    ajv "^6.12.3"
-    har-schema "^2.0.0"
+gopd@^1.0.1, gopd@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/gopd/-/gopd-1.2.0.tgz#89f56b8217bdbc8802bd299df6d7f1081d7e51a1"
+  integrity sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg==
 
-has-bigints@^1.0.1, has-bigints@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/has-bigints/-/has-bigints-1.0.2.tgz#0871bd3e3d51626f6ca0966668ba35d5602d6eaa"
-  integrity sha512-tSvCKtBr9lkF0Ex0aQiP9N+OpV4zi2r/Nee5VkRDbaqv35RLYMzbwQfFSZZH0kR+Rd6302UJZ2p/bJCEoR3VoQ==
+has-bigints@^1.0.2:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/has-bigints/-/has-bigints-1.1.0.tgz#28607e965ac967e03cd2a2c70a2636a1edad49fe"
+  integrity sha512-R3pbpkcIqv2Pm3dUwgjclDRVmWpTJW2DcMzcIhEXEx1oh/CEMObMm3KLmRJOdvhM7o4uQBnwr8pzRK2sJWIqfg==
 
-has-flag@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-3.0.0.tgz#b5d454dc2199ae225699f3467e5a07f3b955bafd"
-  integrity sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw==
+has-flag@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-4.0.0.tgz#944771fd9c81c81265c4d6941860da06bb59479b"
+  integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
 
 has-property-descriptors@^1.0.0, has-property-descriptors@^1.0.2:
   version "1.0.2"
@@ -1253,97 +1280,64 @@ has-property-descriptors@^1.0.0, has-property-descriptors@^1.0.2:
   dependencies:
     es-define-property "^1.0.0"
 
-has-proto@^1.0.1, has-proto@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/has-proto/-/has-proto-1.0.3.tgz#b31ddfe9b0e6e9914536a6ab286426d0214f77fd"
-  integrity sha512-SJ1amZAJUiZS+PhsVLf5tGydlaVB8EdFpaSO4gmiUKUOxk8qzn5AIy4ZeJUmh22znIdk/uMAUT2pl3FxzVUH+Q==
+has-proto@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/has-proto/-/has-proto-1.2.0.tgz#5de5a6eabd95fdffd9818b43055e8065e39fe9d5"
+  integrity sha512-KIL7eQPfHQRC8+XluaIw7BHUwwqL19bQn4hzNgdr+1wXoU0KKj6rufu47lhY7KbJR2C6T6+PfyN0Ea7wkSS+qQ==
+  dependencies:
+    dunder-proto "^1.0.0"
 
-has-symbols@^1.0.2, has-symbols@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/has-symbols/-/has-symbols-1.0.3.tgz#bb7b2c4349251dce87b125f7bdf874aa7c8b39f8"
-  integrity sha512-l3LCuF6MgDNwTDKkdYGEihYjt5pRPbEg46rtlmnSPlUbgmB8LOIrKJbYYFBSbnPaJexMKtiPO8hmeRjRz2Td+A==
+has-symbols@^1.0.3, has-symbols@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/has-symbols/-/has-symbols-1.1.0.tgz#fc9c6a783a084951d0b971fe1018de813707a338"
+  integrity sha512-1cDNdwJ2Jaohmb3sg4OmKaMBwuC48sYni5HUw2DvsC8LjGTLK9h+eb1X6RyuOHe4hT0ULCW68iomhjUoKUqlPQ==
 
-has-tostringtag@^1.0.0, has-tostringtag@^1.0.2:
+has-tostringtag@^1.0.2:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/has-tostringtag/-/has-tostringtag-1.0.2.tgz#2cdc42d40bef2e5b4eeab7c01a73c54ce7ab5abc"
   integrity sha512-NqADB8VjPFLM2V0VvHUewwwsw0ZWBaIdgo+ieHtK3hasLz4qeCRjYcqfB6AQrBggRKppKF8L52/VqdVsO47Dlw==
   dependencies:
     has-symbols "^1.0.3"
 
-has@^1.0.3:
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/has/-/has-1.0.4.tgz#2eb2860e000011dae4f1406a86fe80e530fb2ec6"
-  integrity sha512-qdSAmqLF6209RFj4VVItywPMbm3vWylknmB3nvNiUIs72xAimcM8nVYxYr7ncvZq5qzk9MKIZR8ijqD/1QuYjQ==
-
-hasown@^2.0.0, hasown@^2.0.1, hasown@^2.0.2:
+hasown@^2.0.2:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/hasown/-/hasown-2.0.2.tgz#003eaf91be7adc372e84ec59dc37252cedb80003"
   integrity sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==
   dependencies:
     function-bind "^1.1.2"
 
-hoek@6.x.x:
-  version "6.1.3"
-  resolved "https://registry.yarnpkg.com/hoek/-/hoek-6.1.3.tgz#73b7d33952e01fe27a38b0457294b79dd8da242c"
-  integrity sha512-YXXAAhmF9zpQbC7LEcREFtXfGq5K1fmd+4PHkBq8NUqmzW3G+Dq10bI/i0KucLRwss3YYFQ0fSfoxBZYiGUqtQ==
-
-hosted-git-info@^2.1.4:
-  version "2.8.9"
-  resolved "https://registry.yarnpkg.com/hosted-git-info/-/hosted-git-info-2.8.9.tgz#dffc0bf9a21c02209090f2aa69429e1414daf3f9"
-  integrity sha512-mxIDAb9Lsm6DoOJ7xH+5+X4y1LU/4Hi50L9C5sIswK3JzULS4bwk1FvjdBgvYR4bzT4tuUQiC15FE2f5HbLvYw==
-
-http-errors@2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/http-errors/-/http-errors-2.0.0.tgz#b7774a1486ef73cf7667ac9ae0858c012c57b9d3"
-  integrity sha512-FtwrG/euBzaEjYeRqOgly7G0qviiXoJWnvEH2Z1plBdXgbyjv34pHTSb9zoeHMyDy33+DWy5Wt9Wo+TURtOYSQ==
-  dependencies:
-    depd "2.0.0"
-    inherits "2.0.4"
-    setprototypeof "1.2.0"
-    statuses "2.0.1"
-    toidentifier "1.0.1"
-
-http-errors@^1.8.0:
-  version "1.8.1"
-  resolved "https://registry.yarnpkg.com/http-errors/-/http-errors-1.8.1.tgz#7c3f28577cbc8a207388455dbd62295ed07bd68c"
-  integrity sha512-Kpk9Sm7NmI+RHhnj6OIWDI1d6fIoFAtFt9RLaTMRlg/8w49juAStsrBgp0Dp4OdxdVbRIeKhtCUvoi/RuAhO4g==
-  dependencies:
-    depd "~1.1.2"
-    inherits "2.0.4"
-    setprototypeof "1.2.0"
-    statuses ">= 1.5.0 < 2"
-    toidentifier "1.0.1"
-
-http-signature@~1.2.0:
+hpagent@^1.2.0:
   version "1.2.0"
-  resolved "https://registry.yarnpkg.com/http-signature/-/http-signature-1.2.0.tgz#9aecd925114772f3d95b65a60abb8f7c18fbace1"
-  integrity sha512-CAbnr6Rz4CYQkLYUtSNXxQPUH2gK8f3iWexVlsnMeD+GjlsQ0Xsy1cOX+mN3dtxYomRy21CiOzU8Uhw6OwncEQ==
-  dependencies:
-    assert-plus "^1.0.0"
-    jsprim "^1.2.2"
-    sshpk "^1.7.0"
+  resolved "https://registry.yarnpkg.com/hpagent/-/hpagent-1.2.0.tgz#0ae417895430eb3770c03443456b8d90ca464903"
+  integrity sha512-A91dYTeIB6NoXG+PxTQpCCDDnfHsW9kc06Lvpu1TEe9gnd6ZFeiBoRO9JvzEv6xK7EX97/dUE8g/vBMTqTS3CA==
 
-iconv-lite@0.4.24, iconv-lite@^0.4.24:
-  version "0.4.24"
-  resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.4.24.tgz#2022b4b25fbddc21d2f524974a474aafe733908b"
-  integrity sha512-v3MXnZAcvnywkTUEZomIActle7RXXeedOR31wwl7VlyoXO4Qi9arvSenNQWne1TcRwhCL1HwLI21bEqdpj8/rA==
+http-errors@^2.0.0, http-errors@~2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/http-errors/-/http-errors-2.0.1.tgz#36d2f65bc909c8790018dd36fb4d93da6caae06b"
+  integrity sha512-4FbRdAX+bSdmo4AUFuS0WNiPz8NgFt+r8ThgNWmlrjQjt1Q7ZR9+zTlce2859x4KSXrwIsaeTqDoKQmtP8pLmQ==
   dependencies:
-    safer-buffer ">= 2.1.2 < 3"
+    depd "~2.0.0"
+    inherits "~2.0.4"
+    setprototypeof "~1.2.0"
+    statuses "~2.0.2"
+    toidentifier "~1.0.1"
 
-ignore@^4.0.6:
-  version "4.0.6"
-  resolved "https://registry.yarnpkg.com/ignore/-/ignore-4.0.6.tgz#750e3db5862087b4737ebac8207ffd1ef27b25fc"
-  integrity sha512-cyFDKrqc/YdcWFniJhzI42+AzS+gNwmUzOSFcRCQYwySuBBBy/KjuxWLZ/FHEH6Moq1NizMOBWyTcv8O4OZIMg==
+iconv-lite@^0.7.0, iconv-lite@~0.7.0:
+  version "0.7.0"
+  resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.7.0.tgz#c50cd80e6746ca8115eb98743afa81aa0e147a3e"
+  integrity sha512-cf6L2Ds3h57VVmkZe+Pn+5APsT7FpqJtEhhieDCvrE2MK5Qk9MyffgQyuxQTm6BChfeZNtcOLHp9IcWRVcIcBQ==
+  dependencies:
+    safer-buffer ">= 2.1.2 < 3.0.0"
 
-ignore@^5.1.1:
-  version "5.3.1"
-  resolved "https://registry.yarnpkg.com/ignore/-/ignore-5.3.1.tgz#5073e554cd42c5b33b394375f538b8593e34d4ef"
-  integrity sha512-5Fytz/IraMjqpwfd34ke28PTVMjZjJG2MPn5t7OE4eUCUNf8BAa7b5WUS9/Qvr6mwOQS7Mk6vdsMno5he+T8Xw==
+ignore@^5.1.1, ignore@^5.2.0:
+  version "5.3.2"
+  resolved "https://registry.yarnpkg.com/ignore/-/ignore-5.3.2.tgz#3cd40e729f3643fd87cb04e50bf0eb722bc596f5"
+  integrity sha512-hsBTNUqQTDwkWtcdYI2i06Y/nUBEsNEDJKjWdigLvegy8kDuJAS8uRlpkkcQpyEXL0Z/pjDy5HBmMjRCJ2gq+g==
 
-import-fresh@^3.0.0:
-  version "3.3.0"
-  resolved "https://registry.yarnpkg.com/import-fresh/-/import-fresh-3.3.0.tgz#37162c25fcb9ebaa2e6e53d5b4d88ce17d9e0c2b"
-  integrity sha512-veYYhQa+D1QBKznvhUHxb8faxlrwUnxseDAbAp457E0wLNio2bOSKnjYDhMj+YiAq61xrMGhQk9iXVk5FzgQMw==
+import-fresh@^3.2.1:
+  version "3.3.1"
+  resolved "https://registry.yarnpkg.com/import-fresh/-/import-fresh-3.3.1.tgz#9cecb56503c0ada1f2741dbbd6546e4b13b57ccf"
+  integrity sha512-TR3KfrTZTYLPB6jUjfx6MF9WcWrHL9su5TObK4ZkYgBdWKPOFoSoQIdEuTuR82pmtxH2spWG9h6etwfr1pLBqQ==
   dependencies:
     parent-module "^1.0.0"
     resolve-from "^4.0.0"
@@ -1353,215 +1347,228 @@ imurmurhash@^0.1.4:
   resolved "https://registry.yarnpkg.com/imurmurhash/-/imurmurhash-0.1.4.tgz#9218b9b2b928a238b13dc4fb6b6d576f231453ea"
   integrity sha512-JmXMZ6wuvDmLiHEml9ykzqO6lwFbof0GG4IkcGaENdCRDDmMVnny7s5HsIgHCbaq0w2MyPhDqkhTUgS2LU2PHA==
 
-inflection@1.12.0:
-  version "1.12.0"
-  resolved "https://registry.yarnpkg.com/inflection/-/inflection-1.12.0.tgz#a200935656d6f5f6bc4dc7502e1aecb703228416"
-  integrity sha512-lRy4DxuIFWXlJU7ed8UiTJOSTqStqYdEb4CEbtXfNbkdj3nH1L+reUWiE10VWcJS2yR7tge8Z74pJjtBjNwj0w==
-
-inflight@^1.0.4:
-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/inflight/-/inflight-1.0.6.tgz#49bd6331d7d02d0c09bc910a1075ba8165b56df9"
-  integrity sha512-k92I/b08q4wvFscXCLvqfsHCrjrF7yiXsQuIVvVE7N82W3+aqpzuUdBbfhWcy/FZR3/4IgflMgKLOsvPDrGCJA==
-  dependencies:
-    once "^1.3.0"
-    wrappy "1"
+inflection@^1.13.4:
+  version "1.13.4"
+  resolved "https://registry.yarnpkg.com/inflection/-/inflection-1.13.4.tgz#65aa696c4e2da6225b148d7a154c449366633a32"
+  integrity sha512-6I/HUDeYFfuNCVS3td055BaXBwKYuzw7K3ExVMStBowKo9oOAMJIXIHvdyR3iboTCp1b+1i5DSkIZTcwIktuDw==
 
-inherits@2, inherits@2.0.4:
+inherits@~2.0.4:
   version "2.0.4"
   resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c"
   integrity sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==
 
-inquirer@^6.4.1:
-  version "6.5.2"
-  resolved "https://registry.yarnpkg.com/inquirer/-/inquirer-6.5.2.tgz#ad50942375d036d327ff528c08bd5fab089928ca"
-  integrity sha512-cntlB5ghuB0iuO65Ovoi8ogLHiWGs/5yNrtUcKjFhSSiVeAIVpD7koaSU9RM8mpXw5YDi9RdYXGQMaOURB7ycQ==
-  dependencies:
-    ansi-escapes "^3.2.0"
-    chalk "^2.4.2"
-    cli-cursor "^2.1.0"
-    cli-width "^2.0.0"
-    external-editor "^3.0.3"
-    figures "^2.0.0"
-    lodash "^4.17.12"
-    mute-stream "0.0.7"
-    run-async "^2.2.0"
-    rxjs "^6.4.0"
-    string-width "^2.1.0"
-    strip-ansi "^5.1.0"
-    through "^2.3.6"
-
-internal-slot@^1.0.7:
-  version "1.0.7"
-  resolved "https://registry.yarnpkg.com/internal-slot/-/internal-slot-1.0.7.tgz#c06dcca3ed874249881007b0a5523b172a190802"
-  integrity sha512-NGnrKwXzSms2qUUih/ILZ5JBqNTSa1+ZmP6flaIp6KmSElgE9qdndzS3cqjrDovwFdmwsGsLdeFgB6suw+1e9g==
+internal-slot@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/internal-slot/-/internal-slot-1.1.0.tgz#1eac91762947d2f7056bc838d93e13b2e9604961"
+  integrity sha512-4gd7VpWNQNB4UKKCFFVcp1AVv+FMOgs9NKzjHKusc8jTMhd5eL1NqQqOpE0KzMds804/yHlglp3uxgluOqAPLw==
   dependencies:
     es-errors "^1.3.0"
-    hasown "^2.0.0"
-    side-channel "^1.0.4"
+    hasown "^2.0.2"
+    side-channel "^1.1.0"
 
 interval-promise@^1.4.0:
   version "1.4.0"
   resolved "https://registry.yarnpkg.com/interval-promise/-/interval-promise-1.4.0.tgz#eef1a3633c6c6560488d8ca4b2f52cf901e16f8d"
   integrity sha512-PUwEmGqUglJhb6M01JNvMDvxr4DA8FCeYoYCLHPEcBBZiq/8yOpCchfs1VJui7fXj69l170gAxzF1FeSA0nSlg==
 
+ip-address@^10.0.1:
+  version "10.1.0"
+  resolved "https://registry.yarnpkg.com/ip-address/-/ip-address-10.1.0.tgz#d8dcffb34d0e02eb241427444a6e23f5b0595aa4"
+  integrity sha512-XXADHxXmvT9+CRxhXg56LJovE+bmWnEWB78LB83VZTprKTmaC5QfruXocxzTZ2Kl0DNwKuBdlIhjL8LeY8Sf8Q==
+
 ipaddr.js@1.9.1:
   version "1.9.1"
   resolved "https://registry.yarnpkg.com/ipaddr.js/-/ipaddr.js-1.9.1.tgz#bff38543eeb8984825079ff3a2a8e6cbd46781b3"
   integrity sha512-0KI/607xoxSToH7GjN1FfSbLoU0+btTicjsQSWQlh/hZykN8KpmMf7uYwPW3R+akZ6R/w18ZlXSHBYXiYUPO3g==
 
-is-array-buffer@^3.0.4:
-  version "3.0.4"
-  resolved "https://registry.yarnpkg.com/is-array-buffer/-/is-array-buffer-3.0.4.tgz#7a1f92b3d61edd2bc65d24f130530ea93d7fae98"
-  integrity sha512-wcjaerHw0ydZwfhiKbXJWLDY8A7yV7KhjQOpb83hGgGfId/aQa4TOvwyzn2PuswW2gPCYEL/nEAiSVpdOj1lXw==
+is-array-buffer@^3.0.4, is-array-buffer@^3.0.5:
+  version "3.0.5"
+  resolved "https://registry.yarnpkg.com/is-array-buffer/-/is-array-buffer-3.0.5.tgz#65742e1e687bd2cc666253068fd8707fe4d44280"
+  integrity sha512-DDfANUiiG2wC1qawP66qlTugJeL5HyzMpfr8lLK+jMQirGzNod0B12cFB/9q838Ru27sBwfw78/rdoU7RERz6A==
   dependencies:
-    call-bind "^1.0.2"
-    get-intrinsic "^1.2.1"
-
-is-arrayish@^0.2.1:
-  version "0.2.1"
-  resolved "https://registry.yarnpkg.com/is-arrayish/-/is-arrayish-0.2.1.tgz#77c99840527aa8ecb1a8ba697b80645a7a926a9d"
-  integrity sha512-zz06S8t0ozoDXMG+ube26zeCTNXcKIPJZJi8hBrF4idCLms4CG9QtK7qBl1boi5ODzFpjswb5JPmHCbMpjaYzg==
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
+    get-intrinsic "^1.2.6"
 
-is-bigint@^1.0.1:
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/is-bigint/-/is-bigint-1.0.4.tgz#08147a1875bc2b32005d41ccd8291dffc6691df3"
-  integrity sha512-zB9CruMamjym81i2JZ3UMn54PKGsQzsJeo6xvN3HJJ4CAsQNB6iRutp2To77OfCNuoxspsIhzaPoO1zyCEhFOg==
+is-async-function@^2.0.0:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/is-async-function/-/is-async-function-2.1.1.tgz#3e69018c8e04e73b738793d020bfe884b9fd3523"
+  integrity sha512-9dgM/cZBnNvjzaMYHVoxxfPj2QXt22Ev7SuuPrs+xav0ukGB0S6d4ydZdEiM48kLx5kDV+QBPrpVnFyefL8kkQ==
   dependencies:
-    has-bigints "^1.0.1"
+    async-function "^1.0.0"
+    call-bound "^1.0.3"
+    get-proto "^1.0.1"
+    has-tostringtag "^1.0.2"
+    safe-regex-test "^1.1.0"
 
-is-bluebird@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/is-bluebird/-/is-bluebird-1.0.2.tgz#096439060f4aa411abee19143a84d6a55346d6e2"
-  integrity sha512-PDRu1vVip5dGQg5tfn2qVCCyxbBYu5MhYUJwSfL/RoGBI97n1fxvilVazxzptZW0gcmsMH17H4EVZZI5E/RSeA==
+is-bigint@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/is-bigint/-/is-bigint-1.1.0.tgz#dda7a3445df57a42583db4228682eba7c4170672"
+  integrity sha512-n4ZT37wG78iz03xPRKJrHTdZbe3IicyucEtdRsV5yglwc3GyUfbAfpSeD0FJ41NbUNSt5wbhqfp1fS+BgnvDFQ==
+  dependencies:
+    has-bigints "^1.0.2"
 
-is-boolean-object@^1.1.0:
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/is-boolean-object/-/is-boolean-object-1.1.2.tgz#5c6dc200246dd9321ae4b885a114bb1f75f63719"
-  integrity sha512-gDYaKHJmnj4aWxyj6YHyXVpdQawtVLHU5cb+eztPGczf6cjuTdwve5ZIEfgXqH4e57An1D1AKf8CZ3kYrQRqYA==
+is-boolean-object@^1.2.1:
+  version "1.2.2"
+  resolved "https://registry.yarnpkg.com/is-boolean-object/-/is-boolean-object-1.2.2.tgz#7067f47709809a393c71ff5bb3e135d8a9215d9e"
+  integrity sha512-wa56o2/ElJMYqjCjGkXri7it5FbebW5usLw/nPmCMs5DeZ7eziSYZhSmPRn0txqeW4LnAmQQU7FgqLpsEFKM4A==
   dependencies:
-    call-bind "^1.0.2"
-    has-tostringtag "^1.0.0"
+    call-bound "^1.0.3"
+    has-tostringtag "^1.0.2"
 
-is-callable@^1.1.3, is-callable@^1.1.4, is-callable@^1.2.7:
+is-callable@^1.2.7:
   version "1.2.7"
   resolved "https://registry.yarnpkg.com/is-callable/-/is-callable-1.2.7.tgz#3bc2a85ea742d9e36205dcacdd72ca1fdc51b055"
   integrity sha512-1BC0BVFhS/p0qtw6enp8e+8OD0UrK0oFLztSjNzhcKA3WDuJxxAPXzPuPtKkjEY9UUoEWlX/8fgKeu2S8i9JTA==
 
-is-core-module@^2.13.0:
-  version "2.13.1"
-  resolved "https://registry.yarnpkg.com/is-core-module/-/is-core-module-2.13.1.tgz#ad0d7532c6fea9da1ebdc82742d74525c6273384"
-  integrity sha512-hHrIjvZsftOsvKSn2TRYl63zvxsgE0K+0mYMoH6gD4omR5IWB2KynivBQczo3+wF1cCkjzvptnI9Q0sPU66ilw==
+is-core-module@^2.13.0, is-core-module@^2.15.1, is-core-module@^2.16.1:
+  version "2.16.1"
+  resolved "https://registry.yarnpkg.com/is-core-module/-/is-core-module-2.16.1.tgz#2a98801a849f43e2add644fbb6bc6229b19a4ef4"
+  integrity sha512-UfoeMA6fIJ8wTYFEUjelnaGI67v6+N7qXJEvQuIGa99l4xsCruSYOVSQ0uPANn4dAzm8lkYPaKLrrijLq7x23w==
   dependencies:
-    hasown "^2.0.0"
+    hasown "^2.0.2"
 
-is-data-view@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/is-data-view/-/is-data-view-1.0.1.tgz#4b4d3a511b70f3dc26d42c03ca9ca515d847759f"
-  integrity sha512-AHkaJrsUVW6wq6JS8y3JnM/GJF/9cf+k20+iDzlSaJrinEo5+7vRiteOSwBhHRiAyQATN1AmY4hwzxJKPmYf+w==
+is-data-view@^1.0.1, is-data-view@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/is-data-view/-/is-data-view-1.0.2.tgz#bae0a41b9688986c2188dda6657e56b8f9e63b8e"
+  integrity sha512-RKtWF8pGmS87i2D6gqQu/l7EYRlVdfzemCJN/P3UOs//x1QE7mfhvzHIApBTRf7axvT6DMGwSwBXYCT0nfB9xw==
   dependencies:
+    call-bound "^1.0.2"
+    get-intrinsic "^1.2.6"
     is-typed-array "^1.1.13"
 
-is-date-object@^1.0.1:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/is-date-object/-/is-date-object-1.0.5.tgz#0841d5536e724c25597bf6ea62e1bd38298df31f"
-  integrity sha512-9YQaSxsAiSwcvS33MBk3wTCVnWK+HhF8VZR2jRxehM16QcVOdHqPn4VPHmRK4lSr38n9JriurInLcP90xsYNfQ==
+is-date-object@^1.0.5, is-date-object@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/is-date-object/-/is-date-object-1.1.0.tgz#ad85541996fc7aa8b2729701d27b7319f95d82f7"
+  integrity sha512-PwwhEakHVKTdRNVOw+/Gyh0+MzlCl4R6qKvkhuvLtPMggI1WAHt9sOwZxQLSGpUaDnrdyDsomoRgNnCfKNSXXg==
   dependencies:
-    has-tostringtag "^1.0.0"
+    call-bound "^1.0.2"
+    has-tostringtag "^1.0.2"
 
 is-extglob@^2.1.1:
   version "2.1.1"
   resolved "https://registry.yarnpkg.com/is-extglob/-/is-extglob-2.1.1.tgz#a88c02535791f02ed37c76a1b9ea9773c833f8c2"
   integrity sha512-SbKbANkN603Vi4jEZv49LeVJMn4yGwsbzZworEoyEiutsN3nJYdbO36zfhGJ6QEDpOZIFkDtnq5JRxmvl3jsoQ==
 
-is-fullwidth-code-point@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/is-fullwidth-code-point/-/is-fullwidth-code-point-2.0.0.tgz#a3b30a5c4f199183167aaab93beefae3ddfb654f"
-  integrity sha512-VHskAKYM8RfSFXwee5t5cbN5PZeq1Wrh6qd5bkyiXIf6UQcN6w/A0eXM9r6t8d+GYOh+o6ZhiEnb88LN/Y8m2w==
+is-finalizationregistry@^1.1.0:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-finalizationregistry/-/is-finalizationregistry-1.1.1.tgz#eefdcdc6c94ddd0674d9c85887bf93f944a97c90"
+  integrity sha512-1pC6N8qWJbWoPtEjgcL2xyhQOP491EQjeUo3qTKcmV8YSDDJrOepfG8pcC7h/QgnQHYSv0mJ3Z/ZWxmatVrysg==
+  dependencies:
+    call-bound "^1.0.3"
+
+is-generator-function@^1.0.10:
+  version "1.1.2"
+  resolved "https://registry.yarnpkg.com/is-generator-function/-/is-generator-function-1.1.2.tgz#ae3b61e3d5ea4e4839b90bad22b02335051a17d5"
+  integrity sha512-upqt1SkGkODW9tsGNG5mtXTXtECizwtS2kA161M+gJPc1xdb/Ax629af6YrTwcOeQHbewrPNlE5Dx7kzvXTizA==
+  dependencies:
+    call-bound "^1.0.4"
+    generator-function "^2.0.0"
+    get-proto "^1.0.1"
+    has-tostringtag "^1.0.2"
+    safe-regex-test "^1.1.0"
 
-is-glob@^4.0.0, is-glob@^4.0.1:
+is-glob@^4.0.0, is-glob@^4.0.3:
   version "4.0.3"
   resolved "https://registry.yarnpkg.com/is-glob/-/is-glob-4.0.3.tgz#64f61e42cbbb2eec2071a9dac0b28ba1e65d5084"
   integrity sha512-xelSayHH36ZgE7ZWhli7pW34hNbNl8Ojv5KVmkJD4hBdD3th8Tfk9vYasLM+mXWOZhFkgZfxhLSnrwRr4elSSg==
   dependencies:
     is-extglob "^2.1.1"
 
+is-map@^2.0.3:
+  version "2.0.3"
+  resolved "https://registry.yarnpkg.com/is-map/-/is-map-2.0.3.tgz#ede96b7fe1e270b3c4465e3a465658764926d62e"
+  integrity sha512-1Qed0/Hr2m+YqxnM09CjA2d/i6YZNfF6R2oRAOj36eUdS6qIV/huPJNSEpKbupewFs+ZsJlxsjjPbc0/afW6Lw==
+
 is-negative-zero@^2.0.3:
   version "2.0.3"
   resolved "https://registry.yarnpkg.com/is-negative-zero/-/is-negative-zero-2.0.3.tgz#ced903a027aca6381b777a5743069d7376a49747"
   integrity sha512-5KoIu2Ngpyek75jXodFvnafB6DJgr3u8uuK0LEZJjrU19DrMD3EVERaR8sjz8CCGgpZvxPl9SuE1GMVPFHx1mw==
 
-is-number-object@^1.0.4:
-  version "1.0.7"
-  resolved "https://registry.yarnpkg.com/is-number-object/-/is-number-object-1.0.7.tgz#59d50ada4c45251784e9904f5246c742f07a42fc"
-  integrity sha512-k1U0IRzLMo7ZlYIfzRu23Oh6MiIFasgpb9X76eqfFZAqwH44UI4KTBvBYIZ1dSL9ZzChTB9ShHfLkR4pdW5krQ==
+is-number-object@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-number-object/-/is-number-object-1.1.1.tgz#144b21e95a1bc148205dcc2814a9134ec41b2541"
+  integrity sha512-lZhclumE1G6VYD8VHe35wFaIif+CTy5SJIi5+3y4psDgWu4wPDoBhF8NxUOinEc7pHgiTsT6MaBb92rKhhD+Xw==
   dependencies:
-    has-tostringtag "^1.0.0"
+    call-bound "^1.0.3"
+    has-tostringtag "^1.0.2"
 
-is-regex@^1.1.4:
-  version "1.1.4"
-  resolved "https://registry.yarnpkg.com/is-regex/-/is-regex-1.1.4.tgz#eef5663cd59fa4c0ae339505323df6854bb15958"
-  integrity sha512-kvRdxDsxZjhzUX07ZnLydzS1TU/TJlTUHHY4YLL87e37oUA49DfkLqgy+VjFocowy29cKvcSiu+kIv728jTTVg==
+is-promise@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/is-promise/-/is-promise-4.0.0.tgz#42ff9f84206c1991d26debf520dd5c01042dd2f3"
+  integrity sha512-hvpoI6korhJMnej285dSg6nu1+e6uxs7zG3BYAm5byqDsgJNWwxzM6z6iZiAgQR4TJ30JmBTOwqZUw3WlyH3AQ==
+
+is-regex@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/is-regex/-/is-regex-1.2.1.tgz#76d70a3ed10ef9be48eb577887d74205bf0cad22"
+  integrity sha512-MjYsKHO5O7mCsmRGxWcLWheFqN9DJ/2TmngvjKXihe6efViPqc274+Fx/4fYj/r03+ESvBdTXK0V6tA3rgez1g==
   dependencies:
-    call-bind "^1.0.2"
-    has-tostringtag "^1.0.0"
+    call-bound "^1.0.2"
+    gopd "^1.2.0"
+    has-tostringtag "^1.0.2"
+    hasown "^2.0.2"
 
-is-shared-array-buffer@^1.0.2, is-shared-array-buffer@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/is-shared-array-buffer/-/is-shared-array-buffer-1.0.3.tgz#1237f1cba059cdb62431d378dcc37d9680181688"
-  integrity sha512-nA2hv5XIhLR3uVzDDfCIknerhx8XUKnstuOERPNNIinXG7v9u+ohXF67vxm4TPTEPU6lm61ZkwP3c9PCB97rhg==
+is-set@^2.0.3:
+  version "2.0.3"
+  resolved "https://registry.yarnpkg.com/is-set/-/is-set-2.0.3.tgz#8ab209ea424608141372ded6e0cb200ef1d9d01d"
+  integrity sha512-iPAjerrse27/ygGLxw+EBR9agv9Y6uLeYVJMu+QNCoouJ1/1ri0mGrcWpfCqFZuzzx3WjtwxG098X+n4OuRkPg==
+
+is-shared-array-buffer@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/is-shared-array-buffer/-/is-shared-array-buffer-1.0.4.tgz#9b67844bd9b7f246ba0708c3a93e34269c774f6f"
+  integrity sha512-ISWac8drv4ZGfwKl5slpHG9OwPNty4jOWPRIhBpxOoD+hqITiwuipOQ2bNthAzwA3B4fIjO4Nln74N0S9byq8A==
   dependencies:
-    call-bind "^1.0.7"
+    call-bound "^1.0.3"
 
-is-string@^1.0.5, is-string@^1.0.7:
-  version "1.0.7"
-  resolved "https://registry.yarnpkg.com/is-string/-/is-string-1.0.7.tgz#0dd12bf2006f255bb58f695110eff7491eebc0fd"
-  integrity sha512-tE2UXzivje6ofPW7l23cjDOMa09gb7xlAqG6jG5ej6uPV32TlWP3NKPigtaGeHNu9fohccRYvIiZMfOOnOYUtg==
+is-string@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-string/-/is-string-1.1.1.tgz#92ea3f3d5c5b6e039ca8677e5ac8d07ea773cbb9"
+  integrity sha512-BtEeSsoaQjlSPBemMQIrY1MY0uM6vnS1g5fmufYOtnxLGUZM2178PKbhsk7Ffv58IX+ZtcvoGwccYsh0PglkAA==
   dependencies:
-    has-tostringtag "^1.0.0"
+    call-bound "^1.0.3"
+    has-tostringtag "^1.0.2"
 
-is-symbol@^1.0.2, is-symbol@^1.0.3:
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/is-symbol/-/is-symbol-1.0.4.tgz#a6dac93b635b063ca6872236de88910a57af139c"
-  integrity sha512-C/CPBqKWnvdcxqIARxyOh4v1UUEOCHpgDa0WYgpKDFMszcrPcffg5uhwSgPCLD2WWxmq6isisz87tzT01tuGhg==
+is-symbol@^1.0.4, is-symbol@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-symbol/-/is-symbol-1.1.1.tgz#f47761279f532e2b05a7024a7506dbbedacd0634"
+  integrity sha512-9gGx6GTtCQM73BgmHQXfDmLtfjjTUDSyoxTCbp5WtoixAhfgsDirWIcVQ/IHpvI5Vgd5i/J5F7B9cN/WlVbC/w==
   dependencies:
-    has-symbols "^1.0.2"
+    call-bound "^1.0.2"
+    has-symbols "^1.1.0"
+    safe-regex-test "^1.1.0"
 
-is-typed-array@^1.1.13:
-  version "1.1.13"
-  resolved "https://registry.yarnpkg.com/is-typed-array/-/is-typed-array-1.1.13.tgz#d6c5ca56df62334959322d7d7dd1cca50debe229"
-  integrity sha512-uZ25/bUAlUY5fR4OKT4rZQEBrzQWYV9ZJYGGsUmEJ6thodVJ1HX64ePQ6Z0qPWP+m+Uq6e9UugrE38jeYsDSMw==
+is-typed-array@^1.1.13, is-typed-array@^1.1.14, is-typed-array@^1.1.15:
+  version "1.1.15"
+  resolved "https://registry.yarnpkg.com/is-typed-array/-/is-typed-array-1.1.15.tgz#4bfb4a45b61cee83a5a46fba778e4e8d59c0ce0b"
+  integrity sha512-p3EcsicXjit7SaskXHs1hA91QxgTw46Fv6EFKKGS5DRFLD8yKnohjF3hxoju94b/OcMZoQukzpPpBE9uLVKzgQ==
   dependencies:
-    which-typed-array "^1.1.14"
+    which-typed-array "^1.1.16"
 
-is-typedarray@~1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/is-typedarray/-/is-typedarray-1.0.0.tgz#e479c80858df0c1b11ddda6940f96011fcda4a9a"
-  integrity sha512-cyA56iCMHAh5CdzjJIa4aohJyeO1YbwLi3Jc35MmRU6poroFjIGZzUzupGiRPOjgHg9TLu43xbpwXk523fMxKA==
+is-weakmap@^2.0.2:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/is-weakmap/-/is-weakmap-2.0.2.tgz#bf72615d649dfe5f699079c54b83e47d1ae19cfd"
+  integrity sha512-K5pXYOm9wqY1RgjpL3YTkF39tni1XajUIkawTLUo9EZEVUFga5gSQJF8nNS7ZwJQ02y+1YCNYcMh+HIf1ZqE+w==
 
-is-weakref@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/is-weakref/-/is-weakref-1.0.2.tgz#9529f383a9338205e89765e0392efc2f100f06f2"
-  integrity sha512-qctsuLZmIQ0+vSSMfoVvyFe2+GSEvnmZ2ezTup1SBse9+twCCeial6EEi3Nc2KFcf6+qz2FBPnjXsk8xhKSaPQ==
+is-weakref@^1.0.2, is-weakref@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/is-weakref/-/is-weakref-1.1.1.tgz#eea430182be8d64174bd96bffbc46f21bf3f9293"
+  integrity sha512-6i9mGWSlqzNMEqpCp93KwRS1uUOodk2OJ6b+sq7ZPDSy2WuI5NFIxp/254TytR8ftefexkWn5xNiHUNpPOfSew==
   dependencies:
-    call-bind "^1.0.2"
+    call-bound "^1.0.3"
 
-isarray@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11"
-  integrity sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==
+is-weakset@^2.0.3:
+  version "2.0.4"
+  resolved "https://registry.yarnpkg.com/is-weakset/-/is-weakset-2.0.4.tgz#c9f5deb0bc1906c6d6f1027f284ddf459249daca"
+  integrity sha512-mfcwb6IzQyOKTs84CQMrOwW4gQcaTOAWJ0zzJCl2WSPDrWk/OzDaImWFH3djXhb24g4eudZfLRozAvPGw4d9hQ==
+  dependencies:
+    call-bound "^1.0.3"
+    get-intrinsic "^1.2.6"
 
 isarray@^2.0.5:
   version "2.0.5"
   resolved "https://registry.yarnpkg.com/isarray/-/isarray-2.0.5.tgz#8af1e4c1221244cc62459faf38940d4e644a5723"
   integrity sha512-xHjhDr3cNBK0BzdUJSPXZntQUx/mwMS5Rw4A7lPJ90XGAO6ISP/ePDNuo0vhqOZU+UD5JoodwCAAoZQd3FeAKw==
 
-isemail@3.x.x:
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/isemail/-/isemail-3.2.0.tgz#59310a021931a9fb06bbb51e155ce0b3f236832c"
-  integrity sha512-zKqkK+O+dGqevc93KNsbZ/TqTUFd46MwWjYOoMrjIMZ51eU7DtQG3Wmd9SQQT7i7RVnuTPEiYEWHU3MSbxC1Tg==
-  dependencies:
-    punycode "2.x.x"
-
 isexe@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/isexe/-/isexe-2.0.0.tgz#e8fbf374dc556ff8947a10dcb0572d633f2cfa10"
@@ -1572,51 +1579,45 @@ isomorphic-ws@^5.0.0:
   resolved "https://registry.yarnpkg.com/isomorphic-ws/-/isomorphic-ws-5.0.0.tgz#e5529148912ecb9b451b46ed44d53dae1ce04bbf"
   integrity sha512-muId7Zzn9ywDsyXgTIafTry2sV3nySZeUDe6YedVd1Hvuuep5AsIlqK+XefWpYTyJG5e503F2xIuT2lcU6rCSw==
 
-isstream@0.1.x, isstream@~0.1.2:
+isstream@0.1.x:
   version "0.1.2"
   resolved "https://registry.yarnpkg.com/isstream/-/isstream-0.1.2.tgz#47e63f7af55afa6f92e1500e690eb8b8529c099a"
   integrity sha512-Yljz7ffyPbrLpLngrMtZ7NduUgVvi6wG9RJ9IUcyCd59YQ911PBJphODUcbOVbqYfxe1wuYf/LJ8PauMRwsM/g==
 
-joi@^14.3.1:
-  version "14.3.1"
-  resolved "https://registry.yarnpkg.com/joi/-/joi-14.3.1.tgz#164a262ec0b855466e0c35eea2a885ae8b6c703c"
-  integrity sha512-LQDdM+pkOrpAn4Lp+neNIFV3axv1Vna3j38bisbQhETPMANYRbFJFUyOZcOClYvM/hppMhGWuKSFEK9vjrB+bQ==
+joi@^17.13.3:
+  version "17.13.3"
+  resolved "https://registry.yarnpkg.com/joi/-/joi-17.13.3.tgz#0f5cc1169c999b30d344366d384b12d92558bcec"
+  integrity sha512-otDA4ldcIx+ZXsKHWmp0YizCweVRZG96J10b0FevjfuncLO1oX59THoAmHkNubYJ+9gWsYsp5k8v4ib6oDv1fA==
   dependencies:
-    hoek "6.x.x"
-    isemail "3.x.x"
-    topo "3.x.x"
-
-jose@^4.15.5:
-  version "4.15.5"
-  resolved "https://registry.yarnpkg.com/jose/-/jose-4.15.5.tgz#6475d0f467ecd3c630a1b5dadd2735a7288df706"
-  integrity sha512-jc7BFxgKPKi94uOvEmzlSWFFe2+vASyXaKUpdQKatWAESU2MWjDfFf0fdfc83CDKcA5QecabZeNLyfhe3yKNkg==
+    "@hapi/hoek" "^9.3.0"
+    "@hapi/topo" "^5.1.0"
+    "@sideway/address" "^4.1.5"
+    "@sideway/formula" "^3.0.1"
+    "@sideway/pinpoint" "^2.0.0"
 
-js-tokens@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/js-tokens/-/js-tokens-4.0.0.tgz#19203fb59991df98e3a287050d4647cdeaf32499"
-  integrity sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==
-
-js-yaml@^3.13.1, js-yaml@^3.14.0:
-  version "3.14.1"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-3.14.1.tgz#dae812fdb3825fa306609a8717383c50c36a0537"
-  integrity sha512-okMH7OXXJ7YrN9Ok3/SXrnu4iX9yOk+25nqX4imS2npuvTYDmo/QEZoqwZkYaIDk3jVvBOTOIEgEhaLOynBS9g==
-  dependencies:
-    argparse "^1.0.7"
-    esprima "^4.0.0"
+jose@^6.1.0:
+  version "6.1.3"
+  resolved "https://registry.yarnpkg.com/jose/-/jose-6.1.3.tgz#8453d7be88af7bb7d64a0481d6a35a0145ba3ea5"
+  integrity sha512-0TpaTfihd4QMNwrz/ob2Bp7X04yuxJkjRGi4aKmOqwhov54i6u79oCv7T+C7lo70MKH6BesI3vscD1yb/yzKXQ==
 
-js-yaml@^4.1.0:
-  version "4.1.0"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.1.0.tgz#c1fb65f8f5017901cdd2c951864ba18458a10602"
-  integrity sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA==
+js-yaml@^4.1.0, js-yaml@^4.1.1:
+  version "4.1.1"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.1.1.tgz#854c292467705b699476e1a2decc0c8a3458806b"
+  integrity sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==
   dependencies:
     argparse "^2.0.1"
 
-jsbn@~0.1.0:
-  version "0.1.1"
-  resolved "https://registry.yarnpkg.com/jsbn/-/jsbn-0.1.1.tgz#a5e654c2e5a2deb5f201d96cefbca80c0ef2f513"
-  integrity sha512-UVU9dibq2JcFWxQPA6KCqj5O42VOmAY3zQUfEKxU0KpTGXwNoCjkX1e13eHNvw/xPynt6pU0rZ1htjWTNTSXsg==
+jsep@^1.4.0:
+  version "1.4.0"
+  resolved "https://registry.yarnpkg.com/jsep/-/jsep-1.4.0.tgz#19feccbfa51d8a79f72480b4b8e40ce2e17152f0"
+  integrity sha512-B7qPcEVE3NVkmSJbaYxvv4cHkVW7DQsZz13pUMrfS8z8Q/BuShN+gcTXrUlPiGqM2/t/EEaI030bpxMqY8gMlw==
+
+json-buffer@3.0.1:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/json-buffer/-/json-buffer-3.0.1.tgz#9338802a30d3b6605fbe0613e094008ca8c05a13"
+  integrity sha512-4bV5BfR2mqfQTJm+V5tPPdf+ZpuhiIvTuAB5g8kcrXOZpTT/QwwVRWBywX1ozr6lEuPdbHxwaJlm9G6mI2sfSQ==
 
-json-merge-patch@^1.0.0:
+json-merge-patch@^1.0.2:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/json-merge-patch/-/json-merge-patch-1.0.2.tgz#c4626811943b2f362f8607ae8f03d528875465b0"
   integrity sha512-M6Vp2GN9L7cfuMXiWOmHj9bEFbeC250iVtcKQbqVgEsDVYnIsrNsbU+h/Y/PkbBQCtEa4Bez+Ebv0zfbC8ObLg==
@@ -1628,290 +1629,237 @@ json-schema-traverse@^0.4.1:
   resolved "https://registry.yarnpkg.com/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz#69f6a87d9513ab8bb8fe63bdb0979c448e684660"
   integrity sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg==
 
-json-schema@0.4.0:
-  version "0.4.0"
-  resolved "https://registry.yarnpkg.com/json-schema/-/json-schema-0.4.0.tgz#f7de4cf6efab838ebaeb3236474cbba5a1930ab5"
-  integrity sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA==
-
 json-stable-stringify-without-jsonify@^1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz#9db7b59496ad3f3cfef30a75142d2d930ad72651"
   integrity sha512-Bdboy+l7tA3OGW6FjyFHWkP5LuByj1Tk33Ljyq0axyzdk9//JSi2u3fP1QSmd1KNwq6VOKYGlAu87CisVir6Pw==
 
-json-stringify-safe@~5.0.1:
-  version "5.0.1"
-  resolved "https://registry.yarnpkg.com/json-stringify-safe/-/json-stringify-safe-5.0.1.tgz#1296a2d58fd45f19a0f6ce01d65701e2c735b6eb"
-  integrity sha512-ZClg6AaYvamvYEE82d3Iyd3vSSIjQ+odgjaTzRuO3s7toCdFKczob2i0zCh7JE8kWn17yvAWhUVxvqGwUalsRA==
-
-jsonpath-plus@^7.2.0:
-  version "7.2.0"
-  resolved "https://registry.yarnpkg.com/jsonpath-plus/-/jsonpath-plus-7.2.0.tgz#7ad94e147b3ed42f7939c315d2b9ce490c5a3899"
-  integrity sha512-zBfiUPM5nD0YZSBT/o/fbCUlCcepMIdP0CJZxM1+KgA4f2T206f6VAg9e7mX35+KlMaIc5qXW34f3BnwJ3w+RA==
+json5@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/json5/-/json5-1.0.2.tgz#63d98d60f21b313b77c4d6da18bfa69d80e1d593"
+  integrity sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA==
+  dependencies:
+    minimist "^1.2.0"
 
-jsprim@^1.2.2:
-  version "1.4.2"
-  resolved "https://registry.yarnpkg.com/jsprim/-/jsprim-1.4.2.tgz#712c65533a15c878ba59e9ed5f0e26d5b77c5feb"
-  integrity sha512-P2bSOMAc/ciLz6DzgjVlGJP9+BrJWu5UDGK70C2iweC5QBIeFf0ZXRvGjEj2uYgrY2MkAAhsSWHDWlFtEroZWw==
+jsonpath-plus@^10.3.0:
+  version "10.3.0"
+  resolved "https://registry.yarnpkg.com/jsonpath-plus/-/jsonpath-plus-10.3.0.tgz#59e22e4fa2298c68dfcd70659bb47f0cad525238"
+  integrity sha512-8TNmfeTCk2Le33A3vRRwtuworG/L5RrgMvdjhKZxvyShO+mBu2fP50OWUjRLNtvw344DdDarFh9buFAZs5ujeA==
   dependencies:
-    assert-plus "1.0.0"
-    extsprintf "1.3.0"
-    json-schema "0.4.0"
-    verror "1.10.0"
+    "@jsep-plugin/assignment" "^1.3.0"
+    "@jsep-plugin/regex" "^1.0.4"
+    jsep "^1.4.0"
 
-levn@^0.3.0, levn@~0.3.0:
-  version "0.3.0"
-  resolved "https://registry.yarnpkg.com/levn/-/levn-0.3.0.tgz#3b09924edf9f083c0490fdd4c0bc4421e04764ee"
-  integrity sha512-0OO4y2iOHix2W6ujICbKIaEQXvFQHue65vUG3pb5EUomzPI90z9hsA1VsO/dbIIpC53J8gxM9Q4Oho0jrCM/yA==
+keyv@^4.5.4:
+  version "4.5.4"
+  resolved "https://registry.yarnpkg.com/keyv/-/keyv-4.5.4.tgz#a879a99e29452f942439f2a405e3af8b31d4de93"
+  integrity sha512-oxVHkHR/EJf2CNXnWxRLW6mg7JyCCUcG0DtEGmL2ctUo1PNTin1PUil+r/+4r5MpVgC/fn1kjsx7mjSujKqIpw==
   dependencies:
-    prelude-ls "~1.1.2"
-    type-check "~0.3.2"
+    json-buffer "3.0.1"
 
-load-json-file@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/load-json-file/-/load-json-file-2.0.0.tgz#7947e42149af80d696cbf797bcaabcfe1fe29ca8"
-  integrity sha512-3p6ZOGNbiX4CdvEd1VcE6yi78UrGNpjHO33noGwHCnT/o2fyllJDepsm8+mFFv/DvtwFHht5HIHSyOy5a+ChVQ==
+levn@^0.4.1:
+  version "0.4.1"
+  resolved "https://registry.yarnpkg.com/levn/-/levn-0.4.1.tgz#ae4562c007473b932a6200d403268dd2fffc6ade"
+  integrity sha512-+bT2uH4E5LGE7h/n3evcS/sQlJXCpIp6ym8OWJ5eV6+67Dsql/LaaT7qJBAt2rzfoa/5QBGBhxDix1dMt2kQKQ==
   dependencies:
-    graceful-fs "^4.1.2"
-    parse-json "^2.2.0"
-    pify "^2.0.0"
-    strip-bom "^3.0.0"
+    prelude-ls "^1.2.1"
+    type-check "~0.4.0"
 
-locate-path@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/locate-path/-/locate-path-2.0.0.tgz#2b568b265eec944c6d9c0de9c3dbbbca0354cd8e"
-  integrity sha512-NCI2kiDkyR7VeEKm27Kda/iQHyKJe1Bu0FlTbYp3CqJu+9IFe9bLyAjMxf5ZDDbEg+iMPzB5zYyUTSm8wVTKmA==
+locate-path@^6.0.0:
+  version "6.0.0"
+  resolved "https://registry.yarnpkg.com/locate-path/-/locate-path-6.0.0.tgz#55321eb309febbc59c4801d931a72452a681d286"
+  integrity sha512-iPZK6eYjbxRu3uB4/WZ3EsEIMJFMqAoopl3R+zuq0UjcAm/MO6KCweDgPfP3elTztoKP3KtnVHxTn2NHBSDVUw==
   dependencies:
-    p-locate "^2.0.0"
-    path-exists "^3.0.0"
+    p-locate "^5.0.0"
+
+lodash.merge@^4.6.2:
+  version "4.6.2"
+  resolved "https://registry.yarnpkg.com/lodash.merge/-/lodash.merge-4.6.2.tgz#558aa53b43b661e1925a0afdfa36a9a1085fe57a"
+  integrity sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ==
 
-lodash@^4.17.12, lodash@^4.17.14, lodash@^4.17.15, lodash@^4.17.21:
+lodash@^4.17.14, lodash@^4.17.21:
   version "4.17.21"
   resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
   integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
 
-lru-cache@^6.0.0:
-  version "6.0.0"
-  resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-6.0.0.tgz#6d6fe6570ebd96aaf90fcad1dafa3b2566db3a94"
-  integrity sha512-Jo6dJ04CmSjuznwJSS3pUeWmd/H0ffTlkXXgwZi+eq1UCmqQwCh+eLsYOYCwY991i2Fah4h1BEMCx4qThGbsiA==
-  dependencies:
-    yallist "^4.0.0"
-
-media-typer@0.3.0:
-  version "0.3.0"
-  resolved "https://registry.yarnpkg.com/media-typer/-/media-typer-0.3.0.tgz#8710d7af0aa626f8fffa1ce00168545263255748"
-  integrity sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==
+math-intrinsics@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/math-intrinsics/-/math-intrinsics-1.1.0.tgz#a0dd74be81e2aa5c2f27e65ce283605ee4e2b7f9"
+  integrity sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==
 
-merge-descriptors@1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/merge-descriptors/-/merge-descriptors-1.0.1.tgz#b00aaa556dd8b44568150ec9d1b953f3f90cbb61"
-  integrity sha512-cCi6g3/Zr1iqQi6ySbseM1Xvooa98N0w31jzUYrXPX2xqObmFGHJ0tQ5u74H3mVh7wLouTseZyYIq39g8cNp1w==
+media-typer@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/media-typer/-/media-typer-1.1.0.tgz#6ab74b8f2d3320f2064b2a87a38e7931ff3a5561"
+  integrity sha512-aisnrDP4GNe06UcKFnV5bfMNPBUw4jsLGaWwWfnH3v02GnBuXX2MCVn5RbrWo0j3pczUilYblq7fQ7Nw2t5XKw==
 
-methods@~1.1.2:
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/methods/-/methods-1.1.2.tgz#5529a4d67654134edcc5266656835b0f851afcee"
-  integrity sha512-iclAHeNqNm68zFtnZ0e+1L2yUIdvzNoauKU4WBA3VvH/vPFieF7qfRlwUZU+DA9P9bPXIS90ulxoUoCH23sV2w==
+merge-descriptors@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/merge-descriptors/-/merge-descriptors-2.0.0.tgz#ea922f660635a2249ee565e0449f951e6b603808"
+  integrity sha512-Snk314V5ayFLhp3fkUREub6WtjBfPdCPY1Ln8/8munuLuiYhsABgBVWsozAG+MWMbVEvcdcpbi9R7ww22l9Q3g==
 
-mime-db@1.52.0, "mime-db@>= 1.43.0 < 2":
+mime-db@1.52.0:
   version "1.52.0"
   resolved "https://registry.yarnpkg.com/mime-db/-/mime-db-1.52.0.tgz#bbabcdc02859f4987301c856e3387ce5ec43bf70"
   integrity sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==
 
-mime-types@^2.1.12, mime-types@~2.1.19, mime-types@~2.1.24, mime-types@~2.1.34:
+"mime-db@>= 1.43.0 < 2", mime-db@^1.54.0:
+  version "1.54.0"
+  resolved "https://registry.yarnpkg.com/mime-db/-/mime-db-1.54.0.tgz#cddb3ee4f9c64530dff640236661d42cb6a314f5"
+  integrity sha512-aU5EJuIN2WDemCcAp2vFBfp/m4EAhWJnUNSSw0ixs7/kXbd6Pg64EmwJkNdFhB8aWt1sH2CTXrLxo/iAGV3oPQ==
+
+mime-types@^2.1.12:
   version "2.1.35"
   resolved "https://registry.yarnpkg.com/mime-types/-/mime-types-2.1.35.tgz#381a871b62a734450660ae3deee44813f70d959a"
   integrity sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==
   dependencies:
     mime-db "1.52.0"
 
-mime@1.6.0:
-  version "1.6.0"
-  resolved "https://registry.yarnpkg.com/mime/-/mime-1.6.0.tgz#32cd9e5c64553bd58d19a568af452acff04981b1"
-  integrity sha512-x0Vn8spI+wuJ1O6S7gnbaQg8Pxh4NNHb7KSINmEWKiPE4RKOplvijn+NkmYmmRgP68mc70j2EbeTFRsrswaQeg==
-
-mimic-fn@^1.0.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/mimic-fn/-/mimic-fn-1.2.0.tgz#820c86a39334640e99516928bd03fca88057d022"
-  integrity sha512-jf84uxzwiuiIVKiOLpfYk7N46TSy8ubTonmneY9vrpHNAnp0QBt2BxWV9dO3/j+BoVAb+a5G6YDPW3M5HOdMWQ==
+mime-types@^3.0.0, mime-types@^3.0.1:
+  version "3.0.2"
+  resolved "https://registry.yarnpkg.com/mime-types/-/mime-types-3.0.2.tgz#39002d4182575d5af036ffa118100f2524b2e2ab"
+  integrity sha512-Lbgzdk0h4juoQ9fCKXW4by0UJqj+nOOrI9MJ1sSj4nI8aI2eo1qmvQEie4VD1glsS250n15LsWsYtCugiStS5A==
+  dependencies:
+    mime-db "^1.54.0"
 
-minimatch@^3.0.4, minimatch@^3.1.1:
+minimatch@^3.0.4, minimatch@^3.1.2:
   version "3.1.2"
   resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-3.1.2.tgz#19cd194bfd3e428f049a70817c038d89ab4be35b"
   integrity sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==
   dependencies:
     brace-expansion "^1.1.7"
 
-minimist@^1.2.6:
+minimist@^1.2.0, minimist@^1.2.6:
   version "1.2.8"
   resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.8.tgz#c1a464e7693302e082a075cee0c057741ac4772c"
   integrity sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==
 
-minipass@^3.0.0:
-  version "3.3.6"
-  resolved "https://registry.yarnpkg.com/minipass/-/minipass-3.3.6.tgz#7bba384db3a1520d18c9c0e5251c3444e95dd94a"
-  integrity sha512-DxiNidxSEK+tHG6zOIklvNOwm3hvCrbUrdtzY74U6HKTJxvIDfOUL5W5P2Ghd3DTkhhKPYGqeNUIh5qcM4YBfw==
-  dependencies:
-    yallist "^4.0.0"
-
-minipass@^5.0.0:
-  version "5.0.0"
-  resolved "https://registry.yarnpkg.com/minipass/-/minipass-5.0.0.tgz#3e9788ffb90b694a5d0ec94479a45b5d8738133d"
-  integrity sha512-3FnjYuehv9k6ovOEbyOswadCDPX1piCfhV8ncmYtHOjuPwylVWsghTLo7rabjC3Rx5xD4HDx8Wm1xnMF7S5qFQ==
-
-minizlib@^2.1.1:
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/minizlib/-/minizlib-2.1.2.tgz#e90d3466ba209b932451508a11ce3d3632145931"
-  integrity sha512-bAxsR8BVfj60DWXHE3u30oHzfl4G7khkSuPW+qvpd7jFRHm7dLxOjUk1EHACJ/hxLY8phGJ0YhYHZo7jil7Qdg==
-  dependencies:
-    minipass "^3.0.0"
-    yallist "^4.0.0"
-
-mkdirp@^0.5.1:
-  version "0.5.6"
-  resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-0.5.6.tgz#7def03d2432dcae4ba1d611445c48396062255f6"
-  integrity sha512-FP+p8RB8OWpF3YZBCrP5gtADmtXApB5AMLn+vdyA+PyxCjrCs00mjyUozssO33cwDeT3wNGdLxJ5M//YqtHAJw==
-  dependencies:
-    minimist "^1.2.6"
-
-mkdirp@^1.0.3:
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-1.0.4.tgz#3eb5ed62622756d79a5f0e2a221dfebad75c2f7e"
-  integrity sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==
-
-module-alias@^2.2.2:
+module-alias@^2.2.3:
   version "2.2.3"
   resolved "https://registry.yarnpkg.com/module-alias/-/module-alias-2.2.3.tgz#ec2e85c68973bda6ab71ce7c93b763ec96053221"
   integrity sha512-23g5BFj4zdQL/b6tor7Ji+QY4pEfNH784BMslY9Qb0UnJWRAt+lQGLYmRaM0KDBwIG23ffEBELhZDP2rhi9f/Q==
 
-moment-timezone@^0.5.21:
-  version "0.5.45"
-  resolved "https://registry.yarnpkg.com/moment-timezone/-/moment-timezone-0.5.45.tgz#cb685acd56bac10e69d93c536366eb65aa6bcf5c"
-  integrity sha512-HIWmqA86KcmCAhnMAN0wuDOARV/525R2+lOLotuGFzn4HO+FH+/645z2wx0Dt3iDv6/p61SIvKnDstISainhLQ==
+moment-timezone@^0.5.43:
+  version "0.5.48"
+  resolved "https://registry.yarnpkg.com/moment-timezone/-/moment-timezone-0.5.48.tgz#111727bb274734a518ae154b5ca589283f058967"
+  integrity sha512-f22b8LV1gbTO2ms2j2z13MuPogNoh5UzxL3nzNAYKGraILnbGc9NEE6dyiiiLv46DGRb8A4kg8UKWLjPthxBHw==
   dependencies:
     moment "^2.29.4"
 
-moment@^2.24.0, moment@^2.29.4:
+moment@^2.29.4:
   version "2.30.1"
   resolved "https://registry.yarnpkg.com/moment/-/moment-2.30.1.tgz#f8c91c07b7a786e30c59926df530b4eac96974ae"
   integrity sha512-uEmtNhbDOrWPFS+hdjFCBfy9f2YoyzRpwcl+DqpC6taX21FzsTLQVbMV/W7PzNSX6x/bhC1zA3c2UQ5NzH6how==
 
 morgan@^1.10.0:
-  version "1.10.0"
-  resolved "https://registry.yarnpkg.com/morgan/-/morgan-1.10.0.tgz#091778abc1fc47cd3509824653dae1faab6b17d7"
-  integrity sha512-AbegBVI4sh6El+1gNwvD5YIck7nSA36weD7xvIxG4in80j/UoK8AEGaWnnz8v1GxonMCltmlNs5ZKbGvl9b1XQ==
+  version "1.10.1"
+  resolved "https://registry.yarnpkg.com/morgan/-/morgan-1.10.1.tgz#4e02e6a4465a48e26af540191593955d17f61570"
+  integrity sha512-223dMRJtI/l25dJKWpgij2cMtywuG/WiUKXdvwfbhGKBhy1puASqXwFzmWZ7+K73vUPoR7SS2Qz2cI/g9MKw0A==
   dependencies:
     basic-auth "~2.0.1"
     debug "2.6.9"
     depd "~2.0.0"
     on-finished "~2.3.0"
-    on-headers "~1.0.2"
+    on-headers "~1.1.0"
 
 ms@2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/ms/-/ms-2.0.0.tgz#5608aeadfc00be6c2901df5f9861788de0d597c8"
   integrity sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A==
 
-ms@2.1.2:
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.2.tgz#d09d1f357b443f493382a8eb3ccd183872ae6009"
-  integrity sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==
-
-ms@2.1.3, ms@^2.1.1:
+ms@^2.1.1, ms@^2.1.3:
   version "2.1.3"
   resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.3.tgz#574c8138ce1d2b5861f0b44579dbadd60c6615b2"
   integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
 
-mute-stream@0.0.7:
-  version "0.0.7"
-  resolved "https://registry.yarnpkg.com/mute-stream/-/mute-stream-0.0.7.tgz#3075ce93bc21b8fab43e1bc4da7e8115ed1e7bab"
-  integrity sha512-r65nCZhrbXXb6dXOACihYApHw2Q6pV0M3V0PSxd74N0+D8nzAdEAITq2oAjA1jVnKI+tGvEBUpqiMh0+rW6zDQ==
-
 nan@^2.18.0:
-  version "2.19.0"
-  resolved "https://registry.yarnpkg.com/nan/-/nan-2.19.0.tgz#bb58122ad55a6c5bc973303908d5b16cfdd5a8c0"
-  integrity sha512-nO1xXxfh/RWNxfd/XPfbIfFk5vgLsAxUR9y5O0cHMJu/AW9U95JLXqthYHjEp+8gQ5p96K9jUp8nbVOxCdRbtw==
+  version "2.24.0"
+  resolved "https://registry.yarnpkg.com/nan/-/nan-2.24.0.tgz#a8919b36e692aa5b260831910e4f81419fc0a283"
+  integrity sha512-Vpf9qnVW1RaDkoNKFUvfxqAbtI8ncb8OJlqZ9wwpXzWPEsvsB1nvdUi6oYrHIkQ1Y/tMDnr1h4nczS0VB9Xykg==
 
 natural-compare@^1.4.0:
   version "1.4.0"
   resolved "https://registry.yarnpkg.com/natural-compare/-/natural-compare-1.4.0.tgz#4abebfeed7541f2c27acfb29bdbbd15c8d5ba4f7"
   integrity sha512-OWND8ei3VtNC9h7V60qff3SVobHr996CTwgxubgyQYEpg290h9J0buyECNNJexkFm5sOajh5G116RYA1c8ZMSw==
 
-negotiator@0.6.3:
-  version "0.6.3"
-  resolved "https://registry.yarnpkg.com/negotiator/-/negotiator-0.6.3.tgz#58e323a72fedc0d6f9cd4d31fe49f51479590ccd"
-  integrity sha512-+EUsqGPLsM+j/zdChZjsnX51g4XrHFOIXwfnCVPGlQk/k5giakcKsuxCObBRu6DSm9opw/O6slWbJdghQM4bBg==
+negotiator@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/negotiator/-/negotiator-1.0.0.tgz#b6c91bb47172d69f93cfd7c357bbb529019b5f6a"
+  integrity sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg==
 
-nice-try@^1.0.4:
-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/nice-try/-/nice-try-1.0.5.tgz#a3378a7696ce7d223e88fc9b764bd7ef1089e366"
-  integrity sha512-1nh45deeb5olNY7eX82BkPO7SSxR5SSYJiPTrTdFUVYwAl8CKMA5N9PjTYkHiRjisVcxcQ1HXdLhx2qxxJzLNQ==
+negotiator@~0.6.4:
+  version "0.6.4"
+  resolved "https://registry.yarnpkg.com/negotiator/-/negotiator-0.6.4.tgz#777948e2452651c570b712dd01c23e262713fff7"
+  integrity sha512-myRT3DiWPHqho5PrJaIRyaMv2kgYf0mUVgBNOYMuCH5Ki1yEiQaf/ZJuQ62nvpc44wL5WDbTX7yGJi1Neevw8w==
 
-node-fetch@^2.6.7:
+node-fetch@^2.6.9, node-fetch@^2.7.0:
   version "2.7.0"
   resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.7.0.tgz#d0f0fa6e3e2dc1d27efcd8ad99d550bda94d187d"
   integrity sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==
   dependencies:
     whatwg-url "^5.0.0"
 
-normalize-package-data@^2.3.2:
-  version "2.5.0"
-  resolved "https://registry.yarnpkg.com/normalize-package-data/-/normalize-package-data-2.5.0.tgz#e66db1838b200c1dfc233225d12cb36520e234a8"
-  integrity sha512-/5CMN3T0R4XTj4DcGaexo+roZSdSFW/0AOOTROrjxzCG1wrWXEsGbRKevjlIL+ZDE4sZlJr5ED4YW0yqmkK+eA==
-  dependencies:
-    hosted-git-info "^2.1.4"
-    resolve "^1.10.0"
-    semver "2 || 3 || 4 || 5"
-    validate-npm-package-license "^3.0.1"
-
-oauth-sign@~0.9.0:
-  version "0.9.0"
-  resolved "https://registry.yarnpkg.com/oauth-sign/-/oauth-sign-0.9.0.tgz#47a7b016baa68b5fa0ecf3dee08a85c679ac6455"
-  integrity sha512-fexhUFFPTGV8ybAtSIGbV6gOkSv8UtRbDBnAyLQw4QPKkgNlsH2ByPGtMUqdWkos6YCRmAqViwgZrJc/mRDzZQ==
+oauth4webapi@^3.8.2:
+  version "3.8.3"
+  resolved "https://registry.yarnpkg.com/oauth4webapi/-/oauth4webapi-3.8.3.tgz#8a3e36b88a52db5e619907f031bff3770b2ed1a4"
+  integrity sha512-pQ5BsX3QRTgnt5HxgHwgunIRaDXBdkT23tf8dfzmtTIL2LTpdmxgbpbBm0VgFWAIDlezQvQCTgnVIUmHupXHxw==
 
 object-assign@^4:
   version "4.1.1"
   resolved "https://registry.yarnpkg.com/object-assign/-/object-assign-4.1.1.tgz#2109adc7965887cfc05cbbd442cac8bfbb360863"
   integrity sha512-rJgTQnkUnH1sFw8yT6VSU3zD3sWmu6sZhIseY8VX+GRu3P6F7Fu+JNDoXfklElbLJSnc3FUQHVe4cU5hj+BcUg==
 
-object-hash@^2.2.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/object-hash/-/object-hash-2.2.0.tgz#5ad518581eefc443bd763472b8ff2e9c2c0d54a5"
-  integrity sha512-gScRMn0bS5fH+IuwyIFgnh9zBdo4DV+6GhygmWM9HyNJSgS0hScp1f5vjtm7oIIOiT9trXrShAkLFSc2IqKNgw==
-
-object-inspect@^1.13.1:
-  version "1.13.1"
-  resolved "https://registry.yarnpkg.com/object-inspect/-/object-inspect-1.13.1.tgz#b96c6109324ccfef6b12216a956ca4dc2ff94bc2"
-  integrity sha512-5qoj1RUiKOMsCCNLV1CBiPYE10sziTsnmNxkAI/rZhiD63CF7IqdFGC/XzjWjpSgLf0LxXX3bDFIh0E18f6UhQ==
+object-inspect@^1.13.3, object-inspect@^1.13.4:
+  version "1.13.4"
+  resolved "https://registry.yarnpkg.com/object-inspect/-/object-inspect-1.13.4.tgz#8375265e21bc20d0fa582c22e1b13485d6e00213"
+  integrity sha512-W67iLl4J2EXEGTbfeHCffrjDfitvLANg0UlX3wFUUSTx92KXRFegMHUVgSqE+wvhAbi4WqjGg9czysTV2Epbew==
 
 object-keys@^1.1.1:
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/object-keys/-/object-keys-1.1.1.tgz#1c47f272df277f3b1daf061677d9c82e2322c60e"
   integrity sha512-NuAESUOUMrlIXOfHKzD6bpPu3tYt3xvjNdRIQ+FeT0lNb4K8WR70CaDxhuNguS2XG+GjkyMwOzsN5ZktImfhLA==
 
-object.assign@^4.1.5:
-  version "4.1.5"
-  resolved "https://registry.yarnpkg.com/object.assign/-/object.assign-4.1.5.tgz#3a833f9ab7fdb80fc9e8d2300c803d216d8fdbb0"
-  integrity sha512-byy+U7gp+FVwmyzKPYhW2h5l3crpmGsxl7X2s8y43IgxvG4g3QZ6CffDtsNQy1WsmZpQbO+ybo0AlW7TY6DcBQ==
+object.assign@^4.1.7:
+  version "4.1.7"
+  resolved "https://registry.yarnpkg.com/object.assign/-/object.assign-4.1.7.tgz#8c14ca1a424c6a561b0bb2a22f66f5049a945d3d"
+  integrity sha512-nK28WOo+QIjBkDduTINE4JkF/UJJKyf2EJxvJKfblDpyg0Q+pkOHNTL0Qwy6NP6FhE/EnzV73BxxqcJaXY9anw==
   dependencies:
-    call-bind "^1.0.5"
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
     define-properties "^1.2.1"
-    has-symbols "^1.0.3"
+    es-object-atoms "^1.0.0"
+    has-symbols "^1.1.0"
     object-keys "^1.1.1"
 
-object.values@^1.1.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/object.values/-/object.values-1.2.0.tgz#65405a9d92cee68ac2d303002e0b8470a4d9ab1b"
-  integrity sha512-yBYjY9QX2hnRmZHAjG/f13MzmBzxzYgQhFrke06TTyKY5zSTEqkOeukBzIdVA3j3ulu8Qa3MbVFShV7T2RmGtQ==
+object.fromentries@^2.0.8:
+  version "2.0.8"
+  resolved "https://registry.yarnpkg.com/object.fromentries/-/object.fromentries-2.0.8.tgz#f7195d8a9b97bd95cbc1999ea939ecd1a2b00c65"
+  integrity sha512-k6E21FzySsSK5a21KRADBd/NGneRegFO5pLHfdQLpRDETUNJueLXs3WCzyQ3tFRDYgbq3KHGXfTbi2bs8WQ6rQ==
   dependencies:
     call-bind "^1.0.7"
     define-properties "^1.2.1"
+    es-abstract "^1.23.2"
     es-object-atoms "^1.0.0"
 
-oidc-token-hash@^5.0.3:
-  version "5.0.3"
-  resolved "https://registry.yarnpkg.com/oidc-token-hash/-/oidc-token-hash-5.0.3.tgz#9a229f0a1ce9d4fc89bcaee5478c97a889e7b7b6"
-  integrity sha512-IF4PcGgzAr6XXSff26Sk/+P4KZFJVuHAJZj3wgO3vX2bMdNVp/QXTP3P7CEm9V1IdG8lDLY3HhiqpsE/nOwpPw==
+object.groupby@^1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/object.groupby/-/object.groupby-1.0.3.tgz#9b125c36238129f6f7b61954a1e7176148d5002e"
+  integrity sha512-+Lhy3TQTuzXI5hevh8sBGqbmurHbbIjAi0Z4S63nthVLmLxfbj4T54a4CfZrXIrt9iP4mVAPYMo/v99taj3wjQ==
+  dependencies:
+    call-bind "^1.0.7"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.2"
+
+object.values@^1.2.0:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/object.values/-/object.values-1.2.1.tgz#deed520a50809ff7f75a7cfd4bc64c7a038c6216"
+  integrity sha512-gXah6aZrcUxjWg2zR2MwouP2eHlCBzdV4pygudehaKXSGW4v2AsRQUK+lwwXhii6KFZcunEnmSUoYp5CXibxtA==
+  dependencies:
+    call-bind "^1.0.8"
+    call-bound "^1.0.3"
+    define-properties "^1.2.1"
+    es-object-atoms "^1.0.0"
 
-on-finished@2.4.1:
+on-finished@^2.4.1:
   version "2.4.1"
   resolved "https://registry.yarnpkg.com/on-finished/-/on-finished-2.4.1.tgz#58c8c44116e54845ad57f14ab10b03533184ac3f"
   integrity sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==
@@ -1925,96 +1873,79 @@ on-finished@~2.3.0:
   dependencies:
     ee-first "1.1.1"
 
-on-headers@~1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/on-headers/-/on-headers-1.0.2.tgz#772b0ae6aaa525c399e489adfad90c403eb3c28f"
-  integrity sha512-pZAE+FJLoyITytdqK0U5s+FIpjN0JP3OzFi/u8Rx+EV5/W+JTWGXG8xFzevE7AjBfDqHv/8vL8qQsIhHnqRkrA==
+on-headers@~1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/on-headers/-/on-headers-1.1.0.tgz#59da4f91c45f5f989c6e4bcedc5a3b0aed70ff65"
+  integrity sha512-737ZY3yNnXy37FHkQxPzt4UZ2UWPWiCZWLvFZ4fu5cueciegX0zGPnrlY6bwRg4FdQOe9YU8MkmJwGhoMybl8A==
 
-once@^1.3.0:
+once@^1.3.1, once@^1.4.0:
   version "1.4.0"
   resolved "https://registry.yarnpkg.com/once/-/once-1.4.0.tgz#583b1aa775961d4b113ac17d9c50baef9dd76bd1"
   integrity sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w==
   dependencies:
     wrappy "1"
 
-onetime@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/onetime/-/onetime-2.0.1.tgz#067428230fd67443b2794b22bba528b6867962d4"
-  integrity sha512-oyyPpiMaKARvvcgip+JV+7zci5L8D1W9RZIz2l1o08AM3pfspitVWnPt3mzHcBPp12oYMTy0pqrFs/C+m3EwsQ==
-  dependencies:
-    mimic-fn "^1.0.0"
-
-openid-client@^5.3.0:
-  version "5.6.5"
-  resolved "https://registry.yarnpkg.com/openid-client/-/openid-client-5.6.5.tgz#c149ad07b9c399476dc347097e297bbe288b8b00"
-  integrity sha512-5P4qO9nGJzB5PI0LFlhj4Dzg3m4odt0qsJTfyEtZyOlkgpILwEioOhVVJOrS1iVH494S4Ee5OCjjg6Bf5WOj3w==
+openid-client@^6.1.3:
+  version "6.8.1"
+  resolved "https://registry.yarnpkg.com/openid-client/-/openid-client-6.8.1.tgz#0e6dd3c1e9c98771ebf387b793ce9f626791a924"
+  integrity sha512-VoYT6enBo6Vj2j3Q5Ec0AezS+9YGzQo1f5Xc42lreMGlfP4ljiXPKVDvCADh+XHCV/bqPu/wWSiCVXbJKvrODw==
   dependencies:
-    jose "^4.15.5"
-    lru-cache "^6.0.0"
-    object-hash "^2.2.0"
-    oidc-token-hash "^5.0.3"
+    jose "^6.1.0"
+    oauth4webapi "^3.8.2"
 
 "openpaidbsdk@file:../sdk":
   version "1.0.2"
   dependencies:
-    pg "^8.2.1"
-    sequelize "5.21.3"
+    pg "^8.15.6"
+    sequelize "6.37.7"
 
-optionator@^0.8.2:
-  version "0.8.3"
-  resolved "https://registry.yarnpkg.com/optionator/-/optionator-0.8.3.tgz#84fa1d036fe9d3c7e21d99884b601167ec8fb495"
-  integrity sha512-+IW9pACdk3XWmmTXG8m3upGUJst5XRGzxMRjXzAuJ1XnIFNvfhjjIuYkDvysnPQ7qzqVzLt78BCruntqRhWQbA==
+optionator@^0.9.3:
+  version "0.9.4"
+  resolved "https://registry.yarnpkg.com/optionator/-/optionator-0.9.4.tgz#7ea1c1a5d91d764fb282139c88fe11e182a3a734"
+  integrity sha512-6IpQ7mKUxRcZNLIObR0hz7lxsapSSIYNZJwXPGeF0mTVqGKFIXj1DQcMoT22S3ROcLyY/rz0PWaWZ9ayWmad9g==
   dependencies:
-    deep-is "~0.1.3"
-    fast-levenshtein "~2.0.6"
-    levn "~0.3.0"
-    prelude-ls "~1.1.2"
-    type-check "~0.3.2"
-    word-wrap "~1.2.3"
-
-os-tmpdir@~1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/os-tmpdir/-/os-tmpdir-1.0.2.tgz#bbe67406c79aa85c5cfec766fe5734555dfa1274"
-  integrity sha512-D2FR03Vir7FIu45XBY20mTb+/ZSWB00sjU9jdQXt83gDrI4Ztz5Fs7/yy74g2N5SVQY4xY1qDr4rNddwYRVX0g==
+    deep-is "^0.1.3"
+    fast-levenshtein "^2.0.6"
+    levn "^0.4.1"
+    prelude-ls "^1.2.1"
+    type-check "^0.4.0"
+    word-wrap "^1.2.5"
 
-p-finally@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/p-finally/-/p-finally-1.0.0.tgz#3fbcfb15b899a44123b34b6dcc18b724336a2cae"
-  integrity sha512-LICb2p9CB7FS+0eR1oqWnHhp0FljGLZCWBE9aix0Uye9W8LTQPwMTYVGWQWIw9RdQiDg4+epXQODwIYJtSJaow==
-
-p-limit@^1.1.0:
-  version "1.3.0"
-  resolved "https://registry.yarnpkg.com/p-limit/-/p-limit-1.3.0.tgz#b86bd5f0c25690911c7590fcbfc2010d54b3ccb8"
-  integrity sha512-vvcXsLAJ9Dr5rQOPk7toZQZJApBl2K4J6dANSsEuh6QI41JYcsS/qhTGa9ErIUUgK3WNQoJYvylxvjqmiqEA9Q==
+own-keys@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/own-keys/-/own-keys-1.0.1.tgz#e4006910a2bf913585289676eebd6f390cf51358"
+  integrity sha512-qFOyK5PjiWZd+QQIh+1jhdb9LpxTF0qs7Pm8o5QHYZ0M3vKqSqzsZaEB6oWlxZ+q2sJBMI/Ktgd2N5ZwQoRHfg==
   dependencies:
-    p-try "^1.0.0"
+    get-intrinsic "^1.2.6"
+    object-keys "^1.1.1"
+    safe-push-apply "^1.0.0"
 
-p-locate@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/p-locate/-/p-locate-2.0.0.tgz#20a0103b222a70c8fd39cc2e580680f3dde5ec43"
-  integrity sha512-nQja7m7gSKuewoVRen45CtVfODR3crN3goVQ0DDZ9N3yHxgpkuBhZqsaiotSQRrADUrne346peY7kT3TSACykg==
+p-limit@^3.0.2:
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/p-limit/-/p-limit-3.1.0.tgz#e1daccbe78d0d1388ca18c64fea38e3e57e3706b"
+  integrity sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ==
   dependencies:
-    p-limit "^1.1.0"
+    yocto-queue "^0.1.0"
 
-p-queue@^6.6.1:
-  version "6.6.2"
-  resolved "https://registry.yarnpkg.com/p-queue/-/p-queue-6.6.2.tgz#2068a9dcf8e67dd0ec3e7a2bcb76810faa85e426"
-  integrity sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ==
+p-locate@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/p-locate/-/p-locate-5.0.0.tgz#83c8315c6785005e3bd021839411c9e110e6d834"
+  integrity sha512-LaNjtRWUBY++zB5nE/NwcaoMylSPk+S+ZHNB1TzdbMJMny6dynpAGt7X/tl/QYq3TIeE6nxHppbo2LGymrG5Pw==
   dependencies:
-    eventemitter3 "^4.0.4"
-    p-timeout "^3.2.0"
+    p-limit "^3.0.2"
 
-p-timeout@^3.2.0:
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/p-timeout/-/p-timeout-3.2.0.tgz#c7e17abc971d2a7962ef83626b35d635acf23dfe"
-  integrity sha512-rhIwUycgwwKcP9yTOOFK/AKsAopjjCakVqLHePO3CC6Mir1Z99xT+R63jZxAT5lFZLa2inS5h+ZS2GvR99/FBg==
+p-queue@^8.1.0:
+  version "8.1.1"
+  resolved "https://registry.yarnpkg.com/p-queue/-/p-queue-8.1.1.tgz#dac3e8c57412fffa18fe6c341b141dbb3a16408b"
+  integrity sha512-aNZ+VfjobsWryoiPnEApGGmf5WmNsCo9xu8dfaYamG5qaLP7ClhLN6NgsFe6SwJ2UbLEBK5dv9x8Mn5+RVhMWQ==
   dependencies:
-    p-finally "^1.0.0"
+    eventemitter3 "^5.0.1"
+    p-timeout "^6.1.2"
 
-p-try@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/p-try/-/p-try-1.0.0.tgz#cbc79cdbaf8fd4228e13f621f2b1a237c1b207b3"
-  integrity sha512-U1etNYuMJoIz3ZXSrrySFjsXQTWOx2/jdi86L+2pRvph/qMKL6sbcCYdH23fqsbm8TH2Gn0OybpT4eSFlCVHww==
+p-timeout@^6.1.2:
+  version "6.1.4"
+  resolved "https://registry.yarnpkg.com/p-timeout/-/p-timeout-6.1.4.tgz#418e1f4dd833fa96a2e3f532547dd2abdb08dbc2"
+  integrity sha512-MyIV3ZA/PmyBN/ud8vV9XzwTrNtR4jFrObymZYnZqMmW0zA8Z17vnT0rBgFE/TlohB+YCHqXMgZzb3Csp49vqg==
 
 parent-module@^1.0.0:
   version "1.0.1"
@@ -2023,81 +1954,57 @@ parent-module@^1.0.0:
   dependencies:
     callsites "^3.0.0"
 
-parse-json@^2.2.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/parse-json/-/parse-json-2.2.0.tgz#f480f40434ef80741f8469099f8dea18f55a4dc9"
-  integrity sha512-QR/GGaKCkhwk1ePQNYDRKYZ3mwU9ypsKhB0XyFnLQdomyEqk3e8wpW3V5Jp88zbxK4n5ST1nqo+g9juTpownhQ==
-  dependencies:
-    error-ex "^1.2.0"
-
-parseurl@~1.3.3:
+parseurl@^1.3.3:
   version "1.3.3"
   resolved "https://registry.yarnpkg.com/parseurl/-/parseurl-1.3.3.tgz#9da19e7bee8d12dff0513ed5b76957793bc2e8d4"
   integrity sha512-CiyeOxFT/JZyN5m0z9PfXw4SCBJ6Sygz1Dpl0wqjlhDEGGBP1GnsUVEL0p63hoG1fcj3fHynXi9NYO4nWOL+qQ==
 
-path-exists@^3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/path-exists/-/path-exists-3.0.0.tgz#ce0ebeaa5f78cb18925ea7d810d7b59b010fd515"
-  integrity sha512-bpC7GYwiDYQ4wYLe+FA8lhRjhQCMcQGuSgGGqDkg/QerRWw9CmGRT0iSOVRSZJ29NMLZgIzqaljJ63oaL4NIJQ==
-
-path-is-absolute@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/path-is-absolute/-/path-is-absolute-1.0.1.tgz#174b9268735534ffbc7ace6bf53a5a9e1b5c5f5f"
-  integrity sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg==
+path-exists@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/path-exists/-/path-exists-4.0.0.tgz#513bdbe2d3b95d7762e8c1137efa195c6c61b5b3"
+  integrity sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w==
 
-path-key@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/path-key/-/path-key-2.0.1.tgz#411cadb574c5a140d3a4b1910d40d80cc9f40b40"
-  integrity sha512-fEHGKCSmUSDPv4uoj8AlD+joPlq3peND+HRYyxFz4KPw4z926S/b8rIuFs2FYJg3BwsxJf6A9/3eIdLaYC+9Dw==
+path-key@^3.1.0:
+  version "3.1.1"
+  resolved "https://registry.yarnpkg.com/path-key/-/path-key-3.1.1.tgz#581f6ade658cbba65a0d3380de7753295054f375"
+  integrity sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q==
 
 path-parse@^1.0.7:
   version "1.0.7"
   resolved "https://registry.yarnpkg.com/path-parse/-/path-parse-1.0.7.tgz#fbc114b60ca42b30d9daf5858e4bd68bbedb6735"
   integrity sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw==
 
-path-to-regexp@0.1.7:
-  version "0.1.7"
-  resolved "https://registry.yarnpkg.com/path-to-regexp/-/path-to-regexp-0.1.7.tgz#df604178005f522f15eb4490e7247a1bfaa67f8c"
-  integrity sha512-5DFkuoqlv1uYQKxy8omFBeJPQcdoE07Kv2sferDCrAq1ohOU+MSDswDIbnx3YAM60qIOnYa53wBhXW0EbMonrQ==
-
-path-type@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/path-type/-/path-type-2.0.0.tgz#f012ccb8415b7096fc2daa1054c3d72389594c73"
-  integrity sha512-dUnb5dXUf+kzhC/W/F4e5/SkluXIFf5VUHolW1Eg1irn1hGWjPGdsRcvYJ1nD6lhk8Ir7VM0bHJKsYTx8Jx9OQ==
-  dependencies:
-    pify "^2.0.0"
-
-performance-now@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/performance-now/-/performance-now-2.1.0.tgz#6309f4e0e5fa913ec1c69307ae364b4b377c9e7b"
-  integrity sha512-7EAHlyLHI56VEIdK57uwHdHKIaAGbnXPiw0yWbarQZOKaKpvUIgW0jWRVLiatnM+XXlSwsanIBH/hzGMJulMow==
+path-to-regexp@^8.0.0:
+  version "8.3.0"
+  resolved "https://registry.yarnpkg.com/path-to-regexp/-/path-to-regexp-8.3.0.tgz#aa818a6981f99321003a08987d3cec9c3474cd1f"
+  integrity sha512-7jdwVIRtsP8MYpdXSwOS0YdD0Du+qOoF/AEPIt88PcCFrZCzx41oxku1jD88hZBwbNUIEfpqvuhjFaMAqMTWnA==
 
-pg-cloudflare@^1.1.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/pg-cloudflare/-/pg-cloudflare-1.1.1.tgz#e6d5833015b170e23ae819e8c5d7eaedb472ca98"
-  integrity sha512-xWPagP/4B6BgFO+EKz3JONXv3YDgvkbVrGw2mTo3D6tVDQRh1e7cqVGvyR3BE+eQgAvx1XhW/iEASj4/jCWl3Q==
+pg-cloudflare@^1.2.7:
+  version "1.2.7"
+  resolved "https://registry.yarnpkg.com/pg-cloudflare/-/pg-cloudflare-1.2.7.tgz#a1f3d226bab2c45ae75ea54d65ec05ac6cfafbef"
+  integrity sha512-YgCtzMH0ptvZJslLM1ffsY4EuGaU0cx4XSdXLRFae8bPP4dS5xL1tNB3k2o/N64cHJpwU7dxKli/nZ2lUa5fLg==
 
-pg-connection-string@^2.6.4:
-  version "2.6.4"
-  resolved "https://registry.yarnpkg.com/pg-connection-string/-/pg-connection-string-2.6.4.tgz#f543862adfa49fa4e14bc8a8892d2a84d754246d"
-  integrity sha512-v+Z7W/0EO707aNMaAEfiGnGL9sxxumwLl2fJvCQtMn9Fxsg+lPpPkdcyBSv/KFgpGdYkMfn+EI1Or2EHjpgLCA==
+pg-connection-string@^2.6.1, pg-connection-string@^2.9.1:
+  version "2.9.1"
+  resolved "https://registry.yarnpkg.com/pg-connection-string/-/pg-connection-string-2.9.1.tgz#bb1fd0011e2eb76ac17360dc8fa183b2d3465238"
+  integrity sha512-nkc6NpDcvPVpZXxrreI/FOtX3XemeLl8E0qFr6F2Lrm/I8WOnaWNhIPK2Z7OHpw7gh5XJThi6j6ppgNoaT1w4w==
 
 pg-int8@1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/pg-int8/-/pg-int8-1.0.1.tgz#943bd463bf5b71b4170115f80f8efc9a0c0eb78c"
   integrity sha512-WCtabS6t3c8SkpDBUlb1kjOs7l66xsGdKpIPZsg4wR+B3+u9UAum2odSsF9tnvxg80h4ZxLWMy4pRjOsFIqQpw==
 
-pg-pool@^3.6.2:
-  version "3.6.2"
-  resolved "https://registry.yarnpkg.com/pg-pool/-/pg-pool-3.6.2.tgz#3a592370b8ae3f02a7c8130d245bc02fa2c5f3f2"
-  integrity sha512-Htjbg8BlwXqSBQ9V8Vjtc+vzf/6fVUuak/3/XXKA9oxZprwW3IMDQTGHP+KDmVL7rtd+R1QjbnCFPuTHm3G4hg==
+pg-pool@^3.10.1:
+  version "3.10.1"
+  resolved "https://registry.yarnpkg.com/pg-pool/-/pg-pool-3.10.1.tgz#481047c720be2d624792100cac1816f8850d31b2"
+  integrity sha512-Tu8jMlcX+9d8+QVzKIvM/uJtp07PKr82IUOYEphaWcoBhIYkoHpLXN3qO59nAI11ripznDsEzEv8nUxBVWajGg==
 
-pg-protocol@^1.6.1:
-  version "1.6.1"
-  resolved "https://registry.yarnpkg.com/pg-protocol/-/pg-protocol-1.6.1.tgz#21333e6d83b01faaebfe7a33a7ad6bfd9ed38cb3"
-  integrity sha512-jPIlvgoD63hrEuihvIg+tJhoGjUsLPn6poJY9N5CnlPd91c2T18T/9zBtLxZSb1EhYxBRoZJtzScCaWlYLtktg==
+pg-protocol@^1.10.3:
+  version "1.10.3"
+  resolved "https://registry.yarnpkg.com/pg-protocol/-/pg-protocol-1.10.3.tgz#ac9e4778ad3f84d0c5670583bab976ea0a34f69f"
+  integrity sha512-6DIBgBQaTKDJyxnXaLiLR8wBpQQcGWuAESkRBX/t6OwA8YsqP+iVSiond2EDy6Y/dsGk8rh/jtax3js5NeV7JQ==
 
-pg-types@^2.1.0:
+pg-types@2.2.0:
   version "2.2.0"
   resolved "https://registry.yarnpkg.com/pg-types/-/pg-types-2.2.0.tgz#2d0250d636454f7cfa3b6ae0382fdfa8063254a3"
   integrity sha512-qTAAlrEsl8s4OiEQY69wDvcMIdQN6wdz5ojQiOy6YRMuynxenON0O5oCpJI6lshc6scgAY8qvJ2On/p+CXY0GA==
@@ -2108,40 +2015,30 @@ pg-types@^2.1.0:
     postgres-date "~1.0.4"
     postgres-interval "^1.1.0"
 
-pg@^8.2.1:
-  version "8.11.5"
-  resolved "https://registry.yarnpkg.com/pg/-/pg-8.11.5.tgz#e722b0a5f1ed92931c31758ebec3ddf878dd4128"
-  integrity sha512-jqgNHSKL5cbDjFlHyYsCXmQDrfIX/3RsNwYqpd4N0Kt8niLuNoRNH+aazv6cOd43gPh9Y4DjQCtb+X0MH0Hvnw==
+pg@^8.15.6:
+  version "8.16.3"
+  resolved "https://registry.yarnpkg.com/pg/-/pg-8.16.3.tgz#160741d0b44fdf64680e45374b06d632e86c99fd"
+  integrity sha512-enxc1h0jA/aq5oSDMvqyW3q89ra6XIIDZgCX9vkMrnz5DFTw/Ny3Li2lFQ+pt3L6MCgm/5o2o8HW9hiJji+xvw==
   dependencies:
-    pg-connection-string "^2.6.4"
-    pg-pool "^3.6.2"
-    pg-protocol "^1.6.1"
-    pg-types "^2.1.0"
-    pgpass "1.x"
+    pg-connection-string "^2.9.1"
+    pg-pool "^3.10.1"
+    pg-protocol "^1.10.3"
+    pg-types "2.2.0"
+    pgpass "1.0.5"
   optionalDependencies:
-    pg-cloudflare "^1.1.1"
+    pg-cloudflare "^1.2.7"
 
-pgpass@1.x:
+pgpass@1.0.5:
   version "1.0.5"
   resolved "https://registry.yarnpkg.com/pgpass/-/pgpass-1.0.5.tgz#9b873e4a564bb10fa7a7dbd55312728d422a223d"
   integrity sha512-FdW9r/jQZhSeohs1Z3sI1yxFQNFvMcnmfuj4WBMUTxOrAyLMaTcE1aAMBiTlbMNaXvBCQuVi0R7hd8udDSP7ug==
   dependencies:
     split2 "^4.1.0"
 
-picocolors@^1.0.0:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/picocolors/-/picocolors-1.0.1.tgz#a8ad579b571952f0e5d25892de5445bcfe25aaa1"
-  integrity sha512-anP1Z8qwhkbmu7MFP5iTt+wQKXgwzf7zTyGlcdzabySa9vd0Xt392U0rVmz9poOaBj0uHJKyyo9/upk0HrEQew==
-
-pify@^2.0.0:
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/pify/-/pify-2.3.0.tgz#ed141a6ac043a849ea588498e7dca8b15330e90c"
-  integrity sha512-udgsAY+fTnvv7kI7aaxbqwWNb0AHiB0qBO89PZKPkoTmGOgdbrHDKD+0B2X4uTfJ/FT1R09r9gTsjUjNJotuog==
-
 possible-typed-array-names@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/possible-typed-array-names/-/possible-typed-array-names-1.0.0.tgz#89bb63c6fada2c3e90adc4a647beeeb39cc7bf8f"
-  integrity sha512-d7Uw+eZoloe0EHDIYoe+bQ5WXnGMOpmiZFTuMWCwpjzzkL2nTjcKiAk4hh8TjnGye2TwWOk3UXucZ+3rbmBa8Q==
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/possible-typed-array-names/-/possible-typed-array-names-1.1.0.tgz#93e3582bc0e5426586d9d07b79ee40fc841de4ae"
+  integrity sha512-/+5VFTchJDoVj3bhoqi6UeymcD00DAwb1nJwamzPvHEszJ4FpF6SNNbUbOS8yI56qHzdV8eK0qEfOSiodkTdxg==
 
 postgres-array@~2.0.0:
   version "2.0.0"
@@ -2165,10 +2062,10 @@ postgres-interval@^1.1.0:
   dependencies:
     xtend "^4.0.0"
 
-prelude-ls@~1.1.2:
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/prelude-ls/-/prelude-ls-1.1.2.tgz#21932a549f5e52ffd9a827f570e04be62a97da54"
-  integrity sha512-ESF23V4SKG6lVSGZgYNpbsiaAkdab6ZgOxe52p7+Kid3W3u3bxR4Vfd/o21dmN7jSt0IwgZ4v5MUd26FEtXE9w==
+prelude-ls@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/prelude-ls/-/prelude-ls-1.2.1.tgz#debc6489d7a6e6b0e7611888cec880337d316396"
+  integrity sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g==
 
 prettier-linter-helpers@^1.0.0:
   version "1.0.0"
@@ -2177,17 +2074,12 @@ prettier-linter-helpers@^1.0.0:
   dependencies:
     fast-diff "^1.1.2"
 
-prettier@1.18.2:
-  version "1.18.2"
-  resolved "https://registry.yarnpkg.com/prettier/-/prettier-1.18.2.tgz#6823e7c5900017b4bd3acf46fe9ac4b4d7bda9ea"
-  integrity sha512-OeHeMc0JhFE9idD4ZdtNibzY0+TPHSpSSb9h8FqtP+YnoZZ1sl8Vc9b1sasjfymH3SonAF4QcA2+mzHPhMvIiw==
-
-progress@^2.0.0:
-  version "2.0.3"
-  resolved "https://registry.yarnpkg.com/progress/-/progress-2.0.3.tgz#7e8cf8d8f5b8f239c1bc68beb4eb78567d572ef8"
-  integrity sha512-7PiHtLll5LdnKIMw100I+8xJXR5gW2QwWYkT6iJva0bXitZKa/XMrSbdmg3r2Xnaidz9Qumd0VPaMrZlF9V9sA==
+prettier@3.5.3:
+  version "3.5.3"
+  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.5.3.tgz#4fc2ce0d657e7a02e602549f053b239cb7dfe1b5"
+  integrity sha512-QQtaxnoDJeAkDvDKWCLiwIXkTgRhwYDEQCghU9Z6q03iyek/rxRh/2lC3HB7P8sWT2xC/y5JDctPLBIGzHKbhw==
 
-proxy-addr@~2.0.7:
+proxy-addr@^2.0.7:
   version "2.0.7"
   resolved "https://registry.yarnpkg.com/proxy-addr/-/proxy-addr-2.0.7.tgz#f19fe69ceab311eeb94b42e70e8c2070f9ba1025"
   integrity sha512-llQsMLSUDUPT44jdrU/O37qlnifitDP+ZwrmmZcoSKyLKvtZxpyV0n2/bD/N4tBAAZ/gJEdZU7KMraoK1+XYAg==
@@ -2195,162 +2087,116 @@ proxy-addr@~2.0.7:
     forwarded "0.2.0"
     ipaddr.js "1.9.1"
 
-psl@^1.1.28:
-  version "1.9.0"
-  resolved "https://registry.yarnpkg.com/psl/-/psl-1.9.0.tgz#d0df2a137f00794565fcaf3b2c00cd09f8d5a5a7"
-  integrity sha512-E/ZsdU4HLs/68gYzgGTkMicWTLPdAftJLfJFlLUAAKZGkStNU72sZjT66SnMDVOfOWY/YAoiD7Jxa9iHvngcag==
+pump@^3.0.0:
+  version "3.0.3"
+  resolved "https://registry.yarnpkg.com/pump/-/pump-3.0.3.tgz#151d979f1a29668dc0025ec589a455b53282268d"
+  integrity sha512-todwxLMY7/heScKmntwQG8CXVkWUOdYxIvY2s0VWAAMh/nd8SoYiRaKjlr7+iCs984f2P8zvrfWcDDYVb73NfA==
+  dependencies:
+    end-of-stream "^1.1.0"
+    once "^1.3.1"
 
-punycode@2.x.x, punycode@^2.1.0, punycode@^2.1.1:
+punycode@^2.1.0:
   version "2.3.1"
   resolved "https://registry.yarnpkg.com/punycode/-/punycode-2.3.1.tgz#027422e2faec0b25e1549c3e1bd8309b9133b6e5"
   integrity sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg==
 
-qs@6.11.0:
-  version "6.11.0"
-  resolved "https://registry.yarnpkg.com/qs/-/qs-6.11.0.tgz#fd0d963446f7a65e1367e01abd85429453f0c37a"
-  integrity sha512-MvjoMCJwEarSbUYk5O+nmoSzSutSsTwF85zcHPQ9OrlFoZOYIjaqBAJIqIXjptyD5vThxGq52Xu/MaJzRkIk4Q==
+qs@^6.14.0:
+  version "6.14.0"
+  resolved "https://registry.yarnpkg.com/qs/-/qs-6.14.0.tgz#c63fa40680d2c5c941412a0e899c89af60c0a930"
+  integrity sha512-YWWTjgABSKcvs/nWBi9PycY/JiPJqOD4JA6o9Sej2AtvSGarXxKC3OQSk4pAarbdQlKAh5D4FCQkJNkW+GAn3w==
   dependencies:
-    side-channel "^1.0.4"
-
-qs@~6.5.2:
-  version "6.5.3"
-  resolved "https://registry.yarnpkg.com/qs/-/qs-6.5.3.tgz#3aeeffc91967ef6e35c0e488ef46fb296ab76aad"
-  integrity sha512-qxXIEh4pCGfHICj1mAJQ2/2XVZkjCDTcEgfoSQxc/fYivUZxTkk7L3bDBJSoNrEzXI17oUO5Dp07ktqE5KzczA==
+    side-channel "^1.1.0"
 
-range-parser@~1.2.1:
+range-parser@^1.2.1:
   version "1.2.1"
   resolved "https://registry.yarnpkg.com/range-parser/-/range-parser-1.2.1.tgz#3cf37023d199e1c24d1a55b84800c2f3e6468031"
   integrity sha512-Hrgsx+orqoygnmhFbKaHE6c296J+HTAQXoxEF6gNupROmmGJRoyzfG3ccAveqCBrwr/2yxQ5BVd/GTl5agOwSg==
 
-raw-body@2.5.2:
-  version "2.5.2"
-  resolved "https://registry.yarnpkg.com/raw-body/-/raw-body-2.5.2.tgz#99febd83b90e08975087e8f1f9419a149366b68a"
-  integrity sha512-8zGqypfENjCIqGhgXToC8aB2r7YrBX+AQAfIPs/Mlk+BtPTztOvTS01NRW/3Eh60J+a48lt8qsCzirQ6loCVfA==
-  dependencies:
-    bytes "3.1.2"
-    http-errors "2.0.0"
-    iconv-lite "0.4.24"
-    unpipe "1.0.0"
-
-read-pkg-up@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/read-pkg-up/-/read-pkg-up-2.0.0.tgz#6b72a8048984e0c41e79510fd5e9fa99b3b549be"
-  integrity sha512-1orxQfbWGUiTn9XsPlChs6rLie/AV9jwZTGmu2NZw/CUDJQchXJFYE0Fq5j7+n558T1JhDWLdhyd1Zj+wLY//w==
+raw-body@^3.0.1:
+  version "3.0.2"
+  resolved "https://registry.yarnpkg.com/raw-body/-/raw-body-3.0.2.tgz#3e3ada5ae5568f9095d84376fd3a49b8fb000a51"
+  integrity sha512-K5zQjDllxWkf7Z5xJdV0/B0WTNqx6vxG70zJE4N0kBs4LovmEYWJzQGxC9bS9RAKu3bgM40lrd5zoLJ12MQ5BA==
   dependencies:
-    find-up "^2.0.0"
-    read-pkg "^2.0.0"
+    bytes "~3.1.2"
+    http-errors "~2.0.1"
+    iconv-lite "~0.7.0"
+    unpipe "~1.0.0"
 
-read-pkg@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/read-pkg/-/read-pkg-2.0.0.tgz#8ef1c0623c6a6db0dc6713c4bfac46332b2368f8"
-  integrity sha512-eFIBOPW7FGjzBuk3hdXEuNSiTZS/xEMlH49HxMyzb0hyPfu4EhVjT2DH32K1hSSmVq4sebAWnZuuY5auISUTGA==
+reflect.getprototypeof@^1.0.6, reflect.getprototypeof@^1.0.9:
+  version "1.0.10"
+  resolved "https://registry.yarnpkg.com/reflect.getprototypeof/-/reflect.getprototypeof-1.0.10.tgz#c629219e78a3316d8b604c765ef68996964e7bf9"
+  integrity sha512-00o4I+DVrefhv+nX0ulyi3biSHCPDe+yLv5o/p6d/UVlirijB8E16FtfwSAi4g3tcqrQ4lRAqQSoFEZJehYEcw==
   dependencies:
-    load-json-file "^2.0.0"
-    normalize-package-data "^2.3.2"
-    path-type "^2.0.0"
+    call-bind "^1.0.8"
+    define-properties "^1.2.1"
+    es-abstract "^1.23.9"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.0.0"
+    get-intrinsic "^1.2.7"
+    get-proto "^1.0.1"
+    which-builtin-type "^1.2.1"
 
-regexp.prototype.flags@^1.5.2:
-  version "1.5.2"
-  resolved "https://registry.yarnpkg.com/regexp.prototype.flags/-/regexp.prototype.flags-1.5.2.tgz#138f644a3350f981a858c44f6bb1a61ff59be334"
-  integrity sha512-NcDiDkTLuPR+++OCKB0nWafEmhg/Da8aUPLPMQbK+bxKKCm1/S5he+AqYa4PlMCVBalb4/yxIRub6qkEx5yJbw==
+regexp.prototype.flags@^1.5.4:
+  version "1.5.4"
+  resolved "https://registry.yarnpkg.com/regexp.prototype.flags/-/regexp.prototype.flags-1.5.4.tgz#1ad6c62d44a259007e55b3970e00f746efbcaa19"
+  integrity sha512-dYqgNSZbDwkaJ2ceRd9ojCGjBq+mOm9LmtXnAnEGyHhN/5R7iDW2TRw3h+o/jCFxus3P2LfWIIiwowAjANm7IA==
   dependencies:
-    call-bind "^1.0.6"
+    call-bind "^1.0.8"
     define-properties "^1.2.1"
     es-errors "^1.3.0"
-    set-function-name "^2.0.1"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
+    set-function-name "^2.0.2"
 
-regexpp@^2.0.1:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/regexpp/-/regexpp-2.0.1.tgz#8d19d31cf632482b589049f8281f93dbcba4d07f"
-  integrity sha512-lv0M6+TkDVniA3aD1Eg0DVpfU/booSu7Eev3TDO/mZKHBfVjgCGTV4t4buppESEYDtkArYFOxTJWv6S5C+iaNw==
-
-request@^2.88.0:
-  version "2.88.2"
-  resolved "https://registry.yarnpkg.com/request/-/request-2.88.2.tgz#d73c918731cb5a87da047e207234146f664d12b3"
-  integrity sha512-MsvtOrfG9ZcrOwAW+Qi+F6HbD0CWXEh9ou77uOb7FM2WPhwT7smM833PzanhJLsgXjN89Ir6V2PczXNnMpwKhw==
-  dependencies:
-    aws-sign2 "~0.7.0"
-    aws4 "^1.8.0"
-    caseless "~0.12.0"
-    combined-stream "~1.0.6"
-    extend "~3.0.2"
-    forever-agent "~0.6.1"
-    form-data "~2.3.2"
-    har-validator "~5.1.3"
-    http-signature "~1.2.0"
-    is-typedarray "~1.0.0"
-    isstream "~0.1.2"
-    json-stringify-safe "~5.0.1"
-    mime-types "~2.1.19"
-    oauth-sign "~0.9.0"
-    performance-now "^2.1.0"
-    qs "~6.5.2"
-    safe-buffer "^5.1.2"
-    tough-cookie "~2.5.0"
-    tunnel-agent "^0.6.0"
-    uuid "^3.3.2"
+regexpp@^3.0.0:
+  version "3.2.0"
+  resolved "https://registry.yarnpkg.com/regexpp/-/regexpp-3.2.0.tgz#0425a2768d8f23bad70ca4b90461fa2f1213e1b2"
+  integrity sha512-pq2bWo9mVD43nbts2wGv17XLiNLya+GklZ8kaDLV2Z08gDCsGpnKn9BFMepvWuHCbyVvY7J5o5+BVvoQbmlJLg==
 
 resolve-from@^4.0.0:
   version "4.0.0"
   resolved "https://registry.yarnpkg.com/resolve-from/-/resolve-from-4.0.0.tgz#4abcd852ad32dd7baabfe9b40e00a36db5f392e6"
   integrity sha512-pb/MYmXstAkysRFx8piNI1tGFNQIFA3vkE3Gq4EuA1dF6gHp/+vgZqsCGJapvy8N3Q+4o7FwvquPJcnZ7RYy4g==
 
-resolve@^1.10.0, resolve@^1.10.1, resolve@^1.11.0, resolve@^1.22.4:
-  version "1.22.8"
-  resolved "https://registry.yarnpkg.com/resolve/-/resolve-1.22.8.tgz#b6c87a9f2aa06dfab52e3d70ac8cde321fa5a48d"
-  integrity sha512-oKWePCxqpd6FlLvGV1VU0x7bkPmmCNolxzjMf4NczoDnQcIWrAF+cPtZn5i6n+RfD2d9i0tzpKnG6Yk168yIyw==
+resolve@^1.10.1, resolve@^1.22.4:
+  version "1.22.11"
+  resolved "https://registry.yarnpkg.com/resolve/-/resolve-1.22.11.tgz#aad857ce1ffb8bfa9b0b1ac29f1156383f68c262"
+  integrity sha512-RfqAvLnMl313r7c9oclB1HhUEAezcpLjz95wFH4LVuhk9JF/r22qmVP9AMmOU4vMX7Q8pN8jwNg/CSpdFnMjTQ==
   dependencies:
-    is-core-module "^2.13.0"
+    is-core-module "^2.16.1"
     path-parse "^1.0.7"
     supports-preserve-symlinks-flag "^1.0.0"
 
-restore-cursor@^2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/restore-cursor/-/restore-cursor-2.0.0.tgz#9f7ee287f82fd326d4fd162923d62129eee0dfaf"
-  integrity sha512-6IzJLuGi4+R14vwagDHX+JrXmPVtPpn4mffDJ1UdR7/Edm87fl6yi8mMBIVvFtJaNTUvjughmW4hwLhRG7gC1Q==
-  dependencies:
-    onetime "^2.0.0"
-    signal-exit "^3.0.2"
-
-retry-as-promised@^3.2.0:
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/retry-as-promised/-/retry-as-promised-3.2.0.tgz#769f63d536bec4783549db0777cb56dadd9d8543"
-  integrity sha512-CybGs60B7oYU/qSQ6kuaFmRd9sTZ6oXSc0toqePvV74Ac6/IFZSI1ReFQmtCN+uvW1Mtqdwpvt/LGOiCBAY2Mg==
-  dependencies:
-    any-promise "^1.3.0"
+retry-as-promised@^7.0.4:
+  version "7.1.1"
+  resolved "https://registry.yarnpkg.com/retry-as-promised/-/retry-as-promised-7.1.1.tgz#3626246f04c1941ff10cebcfa3df0577fd8ab2d7"
+  integrity sha512-hMD7odLOt3LkTjcif8aRZqi/hybjpLNgSk5oF5FCowfCjok6LukpN2bDX7R5wDmbgBQFn7YoBxSagmtXHaJYJw==
 
 rfc4648@^1.3.0:
-  version "1.5.3"
-  resolved "https://registry.yarnpkg.com/rfc4648/-/rfc4648-1.5.3.tgz#e62b81736c10361ca614efe618a566e93d0b41c0"
-  integrity sha512-MjOWxM065+WswwnmNONOT+bD1nXzY9Km6u3kzvnx8F8/HXGZdz3T6e6vZJ8Q/RIMUSp/nxqjH3GwvJDy8ijeQQ==
-
-rimraf@2.6.3:
-  version "2.6.3"
-  resolved "https://registry.yarnpkg.com/rimraf/-/rimraf-2.6.3.tgz#b2d104fe0d8fb27cf9e0a1cda8262dd3833c6cab"
-  integrity sha512-mwqeW5XsA2qAejG46gYdENaxXjx9onRNCfn7L0duuP4hCuTIi/QO7PDK07KJfp1d+izWPrzEJDcSqBa0OZQriA==
-  dependencies:
-    glob "^7.1.3"
-
-run-async@^2.2.0:
-  version "2.4.1"
-  resolved "https://registry.yarnpkg.com/run-async/-/run-async-2.4.1.tgz#8440eccf99ea3e70bd409d49aab88e10c189a455"
-  integrity sha512-tvVnVv01b8c1RrA6Ep7JkStj85Guv/YrMcwqYQnwjsAS2cTmmPGBBjAjpCW7RrSodNSoE2/qg9O4bceNvUuDgQ==
+  version "1.5.4"
+  resolved "https://registry.yarnpkg.com/rfc4648/-/rfc4648-1.5.4.tgz#1174c0afba72423a0b70c386ecfeb80aa61b05ca"
+  integrity sha512-rRg/6Lb+IGfJqO05HZkN50UtY7K/JhxJag1kP23+zyMfrvoB0B7RWv06MbOzoc79RgCdNTiUaNsTT1AJZ7Z+cg==
 
-rxjs@^6.4.0:
-  version "6.6.7"
-  resolved "https://registry.yarnpkg.com/rxjs/-/rxjs-6.6.7.tgz#90ac018acabf491bf65044235d5863c4dab804c9"
-  integrity sha512-hTdwr+7yYNIT5n4AMYp85KA6yw2Va0FLa3Rguvbpa4W3I5xynaBZo41cM3XM+4Q6fRMj3sBYIR1VAmZMXYJvRQ==
+router@^2.2.0:
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/router/-/router-2.2.0.tgz#019be620b711c87641167cc79b99090f00b146ef"
+  integrity sha512-nLTrUKm2UyiL7rlhapu/Zl45FwNgkZGaCpZbIHajDYgwlJCOzLSk+cIPAnsEqV955GjILJnKbdQC1nVPz+gAYQ==
   dependencies:
-    tslib "^1.9.0"
+    debug "^4.4.0"
+    depd "^2.0.0"
+    is-promise "^4.0.0"
+    parseurl "^1.3.3"
+    path-to-regexp "^8.0.0"
 
-safe-array-concat@^1.1.2:
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/safe-array-concat/-/safe-array-concat-1.1.2.tgz#81d77ee0c4e8b863635227c721278dd524c20edb"
-  integrity sha512-vj6RsCsWBCf19jIeHEfkRMw8DPiBb+DMXklQ/1SGDHOMlHdPUkZXFQ2YdplS23zESTijAcurb1aSgJA3AgMu1Q==
+safe-array-concat@^1.1.3:
+  version "1.1.3"
+  resolved "https://registry.yarnpkg.com/safe-array-concat/-/safe-array-concat-1.1.3.tgz#c9e54ec4f603b0bbb8e7e5007a5ee7aecd1538c3"
+  integrity sha512-AURm5f0jYEOydBj7VQlVvDrjeFgthDdEF5H1dP+6mNpoXOMo1quQqJ4wvJDyRZ9+pO3kGWoOdmV08cSv2aJV6Q==
   dependencies:
-    call-bind "^1.0.7"
-    get-intrinsic "^1.2.4"
-    has-symbols "^1.0.3"
+    call-bind "^1.0.8"
+    call-bound "^1.0.2"
+    get-intrinsic "^1.2.6"
+    has-symbols "^1.1.0"
     isarray "^2.0.5"
 
 safe-buffer@5.1.2:
@@ -2358,91 +2204,98 @@ safe-buffer@5.1.2:
   resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.1.2.tgz#991ec69d296e0313747d59bdfd2b745c35f8828d"
   integrity sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==
 
-safe-buffer@5.2.1, safe-buffer@^5.0.1, safe-buffer@^5.1.2:
+safe-buffer@5.2.1:
   version "5.2.1"
   resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.2.1.tgz#1eaf9fa9bdb1fdd4ec75f58f9cdb4e6b7827eec6"
   integrity sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ==
 
-safe-regex-test@^1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/safe-regex-test/-/safe-regex-test-1.0.3.tgz#a5b4c0f06e0ab50ea2c395c14d8371232924c377"
-  integrity sha512-CdASjNJPvRa7roO6Ra/gLYBTzYzzPyyBXxIMdGW3USQLyjWEls2RgW5UBTXaQVp+OrpeCK3bLem8smtmheoRuw==
+safe-push-apply@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/safe-push-apply/-/safe-push-apply-1.0.0.tgz#01850e981c1602d398c85081f360e4e6d03d27f5"
+  integrity sha512-iKE9w/Z7xCzUMIZqdBsp6pEQvwuEebH4vdpjcDWnyzaI6yl6O9FHvVpmGelvEHNsoY6wGblkxR6Zty/h00WiSA==
+  dependencies:
+    es-errors "^1.3.0"
+    isarray "^2.0.5"
+
+safe-regex-test@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/safe-regex-test/-/safe-regex-test-1.1.0.tgz#7f87dfb67a3150782eaaf18583ff5d1711ac10c1"
+  integrity sha512-x/+Cz4YrimQxQccJf5mKEbIa1NzeCRNI5Ecl/ekmlYaampdNLPalVyIcCZNNH3MvmqBugV5TMYZXv0ljslUlaw==
   dependencies:
-    call-bind "^1.0.6"
+    call-bound "^1.0.2"
     es-errors "^1.3.0"
-    is-regex "^1.1.4"
+    is-regex "^1.2.1"
 
-"safer-buffer@>= 2.1.2 < 3", safer-buffer@^2.0.2, safer-buffer@^2.1.0, safer-buffer@~2.1.0:
+"safer-buffer@>= 2.1.2 < 3.0.0":
   version "2.1.2"
   resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a"
   integrity sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==
 
-"semver@2 || 3 || 4 || 5", semver@^5.5.0:
-  version "5.7.2"
-  resolved "https://registry.yarnpkg.com/semver/-/semver-5.7.2.tgz#48d55db737c3287cd4835e17fa13feace1c41ef8"
-  integrity sha512-cBznnQ9KjJqU67B52RMC65CMarK2600WFnbkcaiwWq3xy/5haFJlshgnpjovMVJ+Hff49d8GEn0b87C5pDQ10g==
-
-semver@^6.1.0, semver@^6.1.2, semver@^6.3.0:
+semver@^6.1.0, semver@^6.3.1:
   version "6.3.1"
   resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.1.tgz#556d2ef8689146e46dcea4bfdd095f3434dffcb4"
   integrity sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==
 
-send@0.18.0:
-  version "0.18.0"
-  resolved "https://registry.yarnpkg.com/send/-/send-0.18.0.tgz#670167cc654b05f5aa4a767f9113bb371bc706be"
-  integrity sha512-qqWzuOjSFOuqPjFe4NOsMLafToQQwBSOEpS+FwEt3A2V3vKubTquT3vmLTQpFgMXp8AlFWFuP1qKaJZOtPpVXg==
-  dependencies:
-    debug "2.6.9"
-    depd "2.0.0"
-    destroy "1.2.0"
-    encodeurl "~1.0.2"
-    escape-html "~1.0.3"
-    etag "~1.8.1"
-    fresh "0.5.2"
-    http-errors "2.0.0"
-    mime "1.6.0"
-    ms "2.1.3"
-    on-finished "2.4.1"
-    range-parser "~1.2.1"
-    statuses "2.0.1"
-
-sequelize-pool@^2.3.0:
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/sequelize-pool/-/sequelize-pool-2.3.0.tgz#64f1fe8744228172c474f530604b6133be64993d"
-  integrity sha512-Ibz08vnXvkZ8LJTiUOxRcj1Ckdn7qafNZ2t59jYHMX1VIebTAOYefWdRYFt6z6+hy52WGthAHAoLc9hvk3onqA==
-
-sequelize@5.21.3:
-  version "5.21.3"
-  resolved "https://registry.yarnpkg.com/sequelize/-/sequelize-5.21.3.tgz#f8a6fa0245f8995d70849e4da00c2c7c9aa9f569"
-  integrity sha512-ptdeAxwTY0zbj7AK8m+SH3z52uHVrt/qmOTSIGo/kyfnSp3h5HeKlywkJf5GEk09kuRrPHfWARVSXH1W3IGU7g==
-  dependencies:
-    bluebird "^3.5.0"
-    cls-bluebird "^2.1.0"
-    debug "^4.1.1"
-    dottie "^2.0.0"
-    inflection "1.12.0"
-    lodash "^4.17.15"
-    moment "^2.24.0"
-    moment-timezone "^0.5.21"
-    retry-as-promised "^3.2.0"
-    semver "^6.3.0"
-    sequelize-pool "^2.3.0"
+semver@^7.5.4:
+  version "7.7.3"
+  resolved "https://registry.yarnpkg.com/semver/-/semver-7.7.3.tgz#4b5f4143d007633a8dc671cd0a6ef9147b8bb946"
+  integrity sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==
+
+send@^1.1.0, send@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/send/-/send-1.2.0.tgz#32a7554fb777b831dfa828370f773a3808d37212"
+  integrity sha512-uaW0WwXKpL9blXE2o0bRhoL2EGXIrZxQ2ZQ4mgcfoBxdFmQold+qWsD2jLrfZ0trjKL6vOw0j//eAwcALFjKSw==
+  dependencies:
+    debug "^4.3.5"
+    encodeurl "^2.0.0"
+    escape-html "^1.0.3"
+    etag "^1.8.1"
+    fresh "^2.0.0"
+    http-errors "^2.0.0"
+    mime-types "^3.0.1"
+    ms "^2.1.3"
+    on-finished "^2.4.1"
+    range-parser "^1.2.1"
+    statuses "^2.0.1"
+
+sequelize-pool@^7.1.0:
+  version "7.1.0"
+  resolved "https://registry.yarnpkg.com/sequelize-pool/-/sequelize-pool-7.1.0.tgz#210b391af4002762f823188fd6ecfc7413020768"
+  integrity sha512-G9c0qlIWQSK29pR/5U2JF5dDQeqqHRragoyahj/Nx4KOOQ3CPPfzxnfqFPCSB7x5UgjOgnZ61nSxz+fjDpRlJg==
+
+sequelize@6.37.7:
+  version "6.37.7"
+  resolved "https://registry.yarnpkg.com/sequelize/-/sequelize-6.37.7.tgz#55a6f8555ae76c1fbd4bce76b2ac5fcc0a1e6eb6"
+  integrity sha512-mCnh83zuz7kQxxJirtFD7q6Huy6liPanI67BSlbzSYgVNl5eXVdE2CN1FuAeZwG1SNpGsNRCV+bJAVVnykZAFA==
+  dependencies:
+    "@types/debug" "^4.1.8"
+    "@types/validator" "^13.7.17"
+    debug "^4.3.4"
+    dottie "^2.0.6"
+    inflection "^1.13.4"
+    lodash "^4.17.21"
+    moment "^2.29.4"
+    moment-timezone "^0.5.43"
+    pg-connection-string "^2.6.1"
+    retry-as-promised "^7.0.4"
+    semver "^7.5.4"
+    sequelize-pool "^7.1.0"
     toposort-class "^1.0.1"
-    uuid "^3.3.3"
-    validator "^10.11.0"
-    wkx "^0.4.8"
+    uuid "^8.3.2"
+    validator "^13.9.0"
+    wkx "^0.5.0"
 
-serve-static@1.15.0:
-  version "1.15.0"
-  resolved "https://registry.yarnpkg.com/serve-static/-/serve-static-1.15.0.tgz#faaef08cffe0a1a62f60cad0c4e513cff0ac9540"
-  integrity sha512-XGuRDNjXUijsUL0vl6nSD7cwURuzEgglbOaFuZM9g3kwDXOWVTck0jLzjPzGD+TazWbboZYu52/9/XPdUgne9g==
+serve-static@^2.2.0:
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/serve-static/-/serve-static-2.2.0.tgz#9c02564ee259bdd2251b82d659a2e7e1938d66f9"
+  integrity sha512-61g9pCh0Vnh7IutZjtLGGpTA355+OPn2TyDv/6ivP2h/AdAVX9azsoxmg2/M6nZeQZNYBEwIcsne1mJd9oQItQ==
   dependencies:
-    encodeurl "~1.0.2"
-    escape-html "~1.0.3"
-    parseurl "~1.3.3"
-    send "0.18.0"
+    encodeurl "^2.0.0"
+    escape-html "^1.0.3"
+    parseurl "^1.3.3"
+    send "^1.2.0"
 
-set-function-length@^1.2.1:
+set-function-length@^1.2.2:
   version "1.2.2"
   resolved "https://registry.yarnpkg.com/set-function-length/-/set-function-length-1.2.2.tgz#aac72314198eaed975cf77b2c3b6b880695e5449"
   integrity sha512-pgRc4hJ4/sNjWCSS9AmnS40x3bNMDTknHgL5UaMBTMyJnU90EgWh1Rz+MC9eFu4BuN/UwZjKQuY/1v3rM7HMfg==
@@ -2454,7 +2307,7 @@ set-function-length@^1.2.1:
     gopd "^1.0.1"
     has-property-descriptors "^1.0.2"
 
-set-function-name@^2.0.1:
+set-function-name@^2.0.2:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/set-function-name/-/set-function-name-2.0.2.tgz#16a705c5a0dc2f5e638ca96d8a8cd4e1c2b90985"
   integrity sha512-7PGFlmtwsEADb0WYyvCMa1t+yke6daIG4Wirafur5kcf+MhUnPms1UeR0CKQdTZD81yESwMHbtn+TR+dMviakQ==
@@ -2464,156 +2317,151 @@ set-function-name@^2.0.1:
     functions-have-names "^1.2.3"
     has-property-descriptors "^1.0.2"
 
-setprototypeof@1.2.0:
+set-proto@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/set-proto/-/set-proto-1.0.0.tgz#0760dbcff30b2d7e801fd6e19983e56da337565e"
+  integrity sha512-RJRdvCo6IAnPdsvP/7m6bsQqNnn1FCBX5ZNtFL98MmFF/4xAIJTIg1YbHW5DC2W5SKZanrC6i4HsJqlajw/dZw==
+  dependencies:
+    dunder-proto "^1.0.1"
+    es-errors "^1.3.0"
+    es-object-atoms "^1.0.0"
+
+setprototypeof@~1.2.0:
   version "1.2.0"
   resolved "https://registry.yarnpkg.com/setprototypeof/-/setprototypeof-1.2.0.tgz#66c9a24a73f9fc28cbe66b09fed3d33dcaf1b424"
   integrity sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw==
 
-shebang-command@^1.2.0:
-  version "1.2.0"
-  resolved "https://registry.yarnpkg.com/shebang-command/-/shebang-command-1.2.0.tgz#44aac65b695b03398968c39f363fee5deafdf1ea"
-  integrity sha512-EV3L1+UQWGor21OmnvojK36mhg+TyIKDh3iFBKBohr5xeXIhNBcx8oWdgkTEEQ+BEFFYdLRuqMfd5L84N1V5Vg==
+shebang-command@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/shebang-command/-/shebang-command-2.0.0.tgz#ccd0af4f8835fbdc265b82461aaf0c36663f34ea"
+  integrity sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==
   dependencies:
-    shebang-regex "^1.0.0"
-
-shebang-regex@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/shebang-regex/-/shebang-regex-1.0.0.tgz#da42f49740c0b42db2ca9728571cb190c98efea3"
-  integrity sha512-wpoSFAxys6b2a2wHZ1XpDSgD7N9iVjg29Ph9uV/uaP9Ex/KXlkTZTeddxDPSYQpgvzKLGJke2UU0AzoGCjNIvQ==
+    shebang-regex "^3.0.0"
 
-shimmer@^1.1.0:
-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/shimmer/-/shimmer-1.2.1.tgz#610859f7de327b587efebf501fb43117f9aff337"
-  integrity sha512-sQTKC1Re/rM6XyFM6fIAGHRPVGvyXfgzIDvzoq608vM+jeyVD0Tu1E6Np0Kc2zAIFWIj963V2800iF/9LPieQw==
+shebang-regex@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/shebang-regex/-/shebang-regex-3.0.0.tgz#ae16f1644d873ecad843b0307b143362d4c42172"
+  integrity sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==
 
-side-channel@^1.0.4:
-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/side-channel/-/side-channel-1.0.6.tgz#abd25fb7cd24baf45466406b1096b7831c9215f2"
-  integrity sha512-fDW/EZ6Q9RiO8eFG8Hj+7u/oW+XrPTIChwCOM2+th2A6OblDtYYIpve9m+KvI9Z4C9qSEXlaGR6bTEYHReuglA==
+side-channel-list@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/side-channel-list/-/side-channel-list-1.0.0.tgz#10cb5984263115d3b7a0e336591e290a830af8ad"
+  integrity sha512-FCLHtRD/gnpCiCHEiJLOwdmFP+wzCmDEkc9y7NsYxeF4u7Btsn1ZuwgwJGxImImHicJArLP4R0yX4c2KCrMrTA==
   dependencies:
-    call-bind "^1.0.7"
     es-errors "^1.3.0"
-    get-intrinsic "^1.2.4"
-    object-inspect "^1.13.1"
+    object-inspect "^1.13.3"
 
-signal-exit@^3.0.2:
-  version "3.0.7"
-  resolved "https://registry.yarnpkg.com/signal-exit/-/signal-exit-3.0.7.tgz#a9a1767f8af84155114eaabd73f99273c8f59ad9"
-  integrity sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ==
+side-channel-map@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/side-channel-map/-/side-channel-map-1.0.1.tgz#d6bb6b37902c6fef5174e5f533fab4c732a26f42"
+  integrity sha512-VCjCNfgMsby3tTdo02nbjtM/ewra6jPHmpThenkTYh8pG9ucZ/1P8So4u4FGBek/BjpOVsDCMoLA/iuBKIFXRA==
+  dependencies:
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.5"
+    object-inspect "^1.13.3"
 
-slice-ansi@^2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/slice-ansi/-/slice-ansi-2.1.0.tgz#cacd7693461a637a5788d92a7dd4fba068e81636"
-  integrity sha512-Qu+VC3EwYLldKa1fCxuuvULvSJOKEgk9pi8dZeCVK7TqBfUNTH4sFkk4joj8afVSfAYgJoSOetjx9QWOJ5mYoQ==
+side-channel-weakmap@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/side-channel-weakmap/-/side-channel-weakmap-1.0.2.tgz#11dda19d5368e40ce9ec2bdc1fb0ecbc0790ecea"
+  integrity sha512-WPS/HvHQTYnHisLo9McqBHOJk2FkHO/tlpvldyrnem4aeQp4hai3gythswg6p01oSoTl58rcpiFAjF2br2Ak2A==
   dependencies:
-    ansi-styles "^3.2.0"
-    astral-regex "^1.0.0"
-    is-fullwidth-code-point "^2.0.0"
+    call-bound "^1.0.2"
+    es-errors "^1.3.0"
+    get-intrinsic "^1.2.5"
+    object-inspect "^1.13.3"
+    side-channel-map "^1.0.1"
 
-spdx-correct@^3.0.0:
-  version "3.2.0"
-  resolved "https://registry.yarnpkg.com/spdx-correct/-/spdx-correct-3.2.0.tgz#4f5ab0668f0059e34f9c00dce331784a12de4e9c"
-  integrity sha512-kN9dJbvnySHULIluDHy32WHRUu3Og7B9sbY7tsFLctQkIqnMh3hErYgdMjTYuqmcXX+lK5T1lnUt3G7zNswmZA==
+side-channel@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/side-channel/-/side-channel-1.1.0.tgz#c3fcff9c4da932784873335ec9765fa94ff66bc9"
+  integrity sha512-ZX99e6tRweoUXqR+VBrslhda51Nh5MTQwou5tnUDgbtyM0dBgmhEDtWGP/xbKn6hqfPRHujUNwz5fy/wbbhnpw==
   dependencies:
-    spdx-expression-parse "^3.0.0"
-    spdx-license-ids "^3.0.0"
+    es-errors "^1.3.0"
+    object-inspect "^1.13.3"
+    side-channel-list "^1.0.0"
+    side-channel-map "^1.0.1"
+    side-channel-weakmap "^1.0.2"
 
-spdx-exceptions@^2.1.0:
-  version "2.5.0"
-  resolved "https://registry.yarnpkg.com/spdx-exceptions/-/spdx-exceptions-2.5.0.tgz#5d607d27fc806f66d7b64a766650fa890f04ed66"
-  integrity sha512-PiU42r+xO4UbUS1buo3LPJkjlO7430Xn5SVAhdpzzsPHsjbYVflnnFdATgabnLude+Cqu25p6N+g2lw/PFsa4w==
+smart-buffer@^4.2.0:
+  version "4.2.0"
+  resolved "https://registry.yarnpkg.com/smart-buffer/-/smart-buffer-4.2.0.tgz#6e1d71fa4f18c05f7d0ff216dd16a481d0e8d9ae"
+  integrity sha512-94hK0Hh8rPqQl2xXc3HsaBoOXKV20MToPkcXvwbISWLEs+64sBq5kFgn2kJDHb1Pry9yrP0dxrCI9RRci7RXKg==
 
-spdx-expression-parse@^3.0.0:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/spdx-expression-parse/-/spdx-expression-parse-3.0.1.tgz#cf70f50482eefdc98e3ce0a6833e4a53ceeba679"
-  integrity sha512-cbqHunsQWnJNE6KhVSMsMeH5H/L9EpymbzqTQ3uLwNCLZ1Q481oWaofqH7nO6V07xlXwY6PhQdQ2IedWx/ZK4Q==
+socks-proxy-agent@^8.0.4:
+  version "8.0.5"
+  resolved "https://registry.yarnpkg.com/socks-proxy-agent/-/socks-proxy-agent-8.0.5.tgz#b9cdb4e7e998509d7659d689ce7697ac21645bee"
+  integrity sha512-HehCEsotFqbPW9sJ8WVYB6UbmIMv7kUUORIF2Nncq4VQvBfNBLibW9YZR5dlYCSUhwcD628pRllm7n+E+YTzJw==
   dependencies:
-    spdx-exceptions "^2.1.0"
-    spdx-license-ids "^3.0.0"
+    agent-base "^7.1.2"
+    debug "^4.3.4"
+    socks "^2.8.3"
 
-spdx-license-ids@^3.0.0:
-  version "3.0.17"
-  resolved "https://registry.yarnpkg.com/spdx-license-ids/-/spdx-license-ids-3.0.17.tgz#887da8aa73218e51a1d917502d79863161a93f9c"
-  integrity sha512-sh8PWc/ftMqAAdFiBu6Fy6JUOYjqDJBJvIhpfDMyHrr0Rbp5liZqd4TjtQ/RgfLjKFZb+LMx5hpml5qOWy0qvg==
+socks@^2.8.3:
+  version "2.8.7"
+  resolved "https://registry.yarnpkg.com/socks/-/socks-2.8.7.tgz#e2fb1d9a603add75050a2067db8c381a0b5669ea"
+  integrity sha512-HLpt+uLy/pxB+bum/9DzAgiKS8CX1EvbWxI4zlmgGCExImLdiad2iCwXT5Z4c9c3Eq8rP2318mPW2c+QbtjK8A==
+  dependencies:
+    ip-address "^10.0.1"
+    smart-buffer "^4.2.0"
 
 split2@^4.1.0:
   version "4.2.0"
   resolved "https://registry.yarnpkg.com/split2/-/split2-4.2.0.tgz#c9c5920904d148bab0b9f67145f245a86aadbfa4"
   integrity sha512-UcjcJOWknrNkF6PLX83qcHM6KHgVKNkV62Y8a5uYDVv9ydGQVwAHMKqHdJje1VTWpljG0WYpCDhrCdAOYH4TWg==
 
-sprintf-js@~1.0.2:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/sprintf-js/-/sprintf-js-1.0.3.tgz#04e6926f662895354f3dd015203633b857297e2c"
-  integrity sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g==
-
-sshpk@^1.7.0:
-  version "1.18.0"
-  resolved "https://registry.yarnpkg.com/sshpk/-/sshpk-1.18.0.tgz#1663e55cddf4d688b86a46b77f0d5fe363aba028"
-  integrity sha512-2p2KJZTSqQ/I3+HX42EpYOa2l3f8Erv8MWKsy2I9uf4wA7yFIkXRffYdsx86y6z4vHtV8u7g+pPlr8/4ouAxsQ==
-  dependencies:
-    asn1 "~0.2.3"
-    assert-plus "^1.0.0"
-    bcrypt-pbkdf "^1.0.0"
-    dashdash "^1.12.0"
-    ecc-jsbn "~0.1.1"
-    getpass "^0.1.1"
-    jsbn "~0.1.0"
-    safer-buffer "^2.0.2"
-    tweetnacl "~0.14.0"
-
 stack-trace@0.0.x:
   version "0.0.10"
   resolved "https://registry.yarnpkg.com/stack-trace/-/stack-trace-0.0.10.tgz#547c70b347e8d32b4e108ea1a2a159e5fdde19c0"
   integrity sha512-KGzahc7puUKkzyMt+IqAep+TVNbKP+k2Lmwhub39m1AsTSkaDutx56aDCo+HLDzf/D26BIHTJWNiTG1KAJiQCg==
 
-statuses@2.0.1, statuses@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/statuses/-/statuses-2.0.1.tgz#55cb000ccf1d48728bd23c685a063998cf1a1b63"
-  integrity sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ==
+statuses@^2.0.1, statuses@~2.0.2:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/statuses/-/statuses-2.0.2.tgz#8f75eecef765b5e1cfcdc080da59409ed424e382"
+  integrity sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==
 
-"statuses@>= 1.5.0 < 2":
-  version "1.5.0"
-  resolved "https://registry.yarnpkg.com/statuses/-/statuses-1.5.0.tgz#161c7dac177659fd9811f43771fa99381478628c"
-  integrity sha512-OpZ3zP+jT1PI7I8nemJX4AKmAX070ZkYPVWV/AaKTJl+tXCTGyVdC1a4SL8RUQYEwk/f34ZX8UTykN68FwrqAA==
+stop-iteration-iterator@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/stop-iteration-iterator/-/stop-iteration-iterator-1.1.0.tgz#f481ff70a548f6124d0312c3aa14cbfa7aa542ad"
+  integrity sha512-eLoXW/DHyl62zxY4SCaIgnRhuMr6ri4juEYARS8E6sCEqzKpOiE521Ucofdx+KnDZl5xmvGYaaKCk5FEOxJCoQ==
+  dependencies:
+    es-errors "^1.3.0"
+    internal-slot "^1.1.0"
 
 stream-buffers@^3.0.2:
-  version "3.0.2"
-  resolved "https://registry.yarnpkg.com/stream-buffers/-/stream-buffers-3.0.2.tgz#5249005a8d5c2d00b3a32e6e0a6ea209dc4f3521"
-  integrity sha512-DQi1h8VEBA/lURbSwFtEHnSTb9s2/pwLEaFuNhXwy1Dx3Sa0lOuYT2yNUr4/j2fs8oCAMANtrZ5OrPZtyVs3MQ==
-
-string-width@^2.1.0:
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/string-width/-/string-width-2.1.1.tgz#ab93f27a8dc13d28cac815c462143a6d9012ae9e"
-  integrity sha512-nOqH59deCq9SRHlxq1Aw85Jnt4w6KvLKqWVik6oA9ZklXLNIOlqg4F2yrT1MVaTjAqvVwdfeZ7w7aCvJD7ugkw==
-  dependencies:
-    is-fullwidth-code-point "^2.0.0"
-    strip-ansi "^4.0.0"
+  version "3.0.3"
+  resolved "https://registry.yarnpkg.com/stream-buffers/-/stream-buffers-3.0.3.tgz#9fc6ae267d9c4df1190a781e011634cac58af3cd"
+  integrity sha512-pqMqwQCso0PBJt2PQmDO0cFj0lyqmiwOMiMSkVtRokl7e+ZTRYgDHKnuZNbqjiJXgsg4nuqtD/zxuo9KqTp0Yw==
 
-string-width@^3.0.0:
-  version "3.1.0"
-  resolved "https://registry.yarnpkg.com/string-width/-/string-width-3.1.0.tgz#22767be21b62af1081574306f69ac51b62203961"
-  integrity sha512-vafcv6KjVZKSgz06oM/H6GDBrAtz8vdhQakGjFIvNrHA6y3HCF1CInLy+QLq8dTJPQ1b+KDUqDFctkdRW44e1w==
+streamx@^2.15.0, streamx@^2.21.0:
+  version "2.23.0"
+  resolved "https://registry.yarnpkg.com/streamx/-/streamx-2.23.0.tgz#7d0f3d00d4a6c5de5728aecd6422b4008d66fd0b"
+  integrity sha512-kn+e44esVfn2Fa/O0CPFcex27fjIL6MkVae0Mm6q+E6f0hWv578YCERbv+4m02cjxvDsPKLnmxral/rR6lBMAg==
   dependencies:
-    emoji-regex "^7.0.1"
-    is-fullwidth-code-point "^2.0.0"
-    strip-ansi "^5.1.0"
+    events-universal "^1.0.0"
+    fast-fifo "^1.3.2"
+    text-decoder "^1.1.0"
 
-string.prototype.trim@^1.2.9:
-  version "1.2.9"
-  resolved "https://registry.yarnpkg.com/string.prototype.trim/-/string.prototype.trim-1.2.9.tgz#b6fa326d72d2c78b6df02f7759c73f8f6274faa4"
-  integrity sha512-klHuCNxiMZ8MlsOihJhJEBJAiMVqU3Z2nEXWfWnIqjN0gEFS9J9+IxKozWWtQGcgoa1WUZzLjKPTr4ZHNFTFxw==
+string.prototype.trim@^1.2.10:
+  version "1.2.10"
+  resolved "https://registry.yarnpkg.com/string.prototype.trim/-/string.prototype.trim-1.2.10.tgz#40b2dd5ee94c959b4dcfb1d65ce72e90da480c81"
+  integrity sha512-Rs66F0P/1kedk5lyYyH9uBzuiI/kNRmwJAR9quK6VOtIpZ2G+hMZd+HQbbv25MgCA6gEffoMZYxlTod4WcdrKA==
   dependencies:
-    call-bind "^1.0.7"
+    call-bind "^1.0.8"
+    call-bound "^1.0.2"
+    define-data-property "^1.1.4"
     define-properties "^1.2.1"
-    es-abstract "^1.23.0"
+    es-abstract "^1.23.5"
     es-object-atoms "^1.0.0"
+    has-property-descriptors "^1.0.2"
 
-string.prototype.trimend@^1.0.8:
-  version "1.0.8"
-  resolved "https://registry.yarnpkg.com/string.prototype.trimend/-/string.prototype.trimend-1.0.8.tgz#3651b8513719e8a9f48de7f2f77640b26652b229"
-  integrity sha512-p73uL5VCHCO2BZZ6krwwQE3kCzM7NKmis8S//xEC6fQonchbum4eP6kR4DLEjQFO3Wnj3Fuo8NM0kOSjVdHjZQ==
+string.prototype.trimend@^1.0.8, string.prototype.trimend@^1.0.9:
+  version "1.0.9"
+  resolved "https://registry.yarnpkg.com/string.prototype.trimend/-/string.prototype.trimend-1.0.9.tgz#62e2731272cd285041b36596054e9f66569b6942"
+  integrity sha512-G7Ok5C6E/j4SGfyLCloXTrngQIQU3PWtXGst3yM7Bea9FRURf1S42ZHlZZtsNque2FN2PoUhfZXYLNWwEr4dLQ==
   dependencies:
-    call-bind "^1.0.7"
+    call-bind "^1.0.8"
+    call-bound "^1.0.2"
     define-properties "^1.2.1"
     es-object-atoms "^1.0.0"
 
@@ -2626,208 +2474,169 @@ string.prototype.trimstart@^1.0.8:
     define-properties "^1.2.1"
     es-object-atoms "^1.0.0"
 
-strip-ansi@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-4.0.0.tgz#a8479022eb1ac368a871389b635262c505ee368f"
-  integrity sha512-4XaJ2zQdCzROZDivEVIDPkcQn8LMFSa8kj8Gxb/Lnwzv9A8VctNZ+lfivC/sV3ivW8ElJTERXZoPBRrZKkNKow==
-  dependencies:
-    ansi-regex "^3.0.0"
-
-strip-ansi@^5.1.0, strip-ansi@^5.2.0:
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-5.2.0.tgz#8c9a536feb6afc962bdfa5b104a5091c1ad9c0ae"
-  integrity sha512-DuRs1gKbBqsMKIZlrffwlug8MHkcnpjs5VPmL1PAh+mA30U0DTotfDZ0d2UUsXpPmPmMMJ6W773MaA3J+lbiWA==
-  dependencies:
-    ansi-regex "^4.1.0"
-
 strip-bom@^3.0.0:
   version "3.0.0"
   resolved "https://registry.yarnpkg.com/strip-bom/-/strip-bom-3.0.0.tgz#2334c18e9c759f7bdd56fdef7e9ae3d588e68ed3"
   integrity sha512-vavAMRXOgBVNF6nyEEmL3DBK19iRpDcoIwW+swQ+CbGiu7lju6t+JklA1MHweoWtadgt4ISVUsXLyDq34ddcwA==
 
-strip-json-comments@^3.0.1:
+strip-json-comments@^3.1.1:
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/strip-json-comments/-/strip-json-comments-3.1.1.tgz#31f1281b3832630434831c310c01cccda8cbe006"
   integrity sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig==
 
-supports-color@^5.3.0:
-  version "5.5.0"
-  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-5.5.0.tgz#e2e69a44ac8772f78a1ec0b35b689df6530efc8f"
-  integrity sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==
+supports-color@^7.1.0:
+  version "7.2.0"
+  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da"
+  integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
   dependencies:
-    has-flag "^3.0.0"
+    has-flag "^4.0.0"
 
 supports-preserve-symlinks-flag@^1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz#6eda4bd344a3c94aea376d4cc31bc77311039e09"
   integrity sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w==
 
-table@^5.2.3:
-  version "5.4.6"
-  resolved "https://registry.yarnpkg.com/table/-/table-5.4.6.tgz#1292d19500ce3f86053b05f0e8e7e4a3bb21079e"
-  integrity sha512-wmEc8m4fjnob4gt5riFRtTu/6+4rSe12TpAELNSqHMfF3IqnA+CH37USM6/YR3qRZv7e56kAEAtd6nKZaxe0Ug==
+synckit@^0.11.0:
+  version "0.11.11"
+  resolved "https://registry.yarnpkg.com/synckit/-/synckit-0.11.11.tgz#c0b619cf258a97faa209155d9cd1699b5c998cb0"
+  integrity sha512-MeQTA1r0litLUf0Rp/iisCaL8761lKAZHaimlbGK4j0HysC4PLfqygQj9srcs0m2RdtDYnF8UuYyKpbjHYp7Jw==
   dependencies:
-    ajv "^6.10.2"
-    lodash "^4.17.14"
-    slice-ansi "^2.1.0"
-    string-width "^3.0.0"
-
-tar@^6.1.11:
-  version "6.2.1"
-  resolved "https://registry.yarnpkg.com/tar/-/tar-6.2.1.tgz#717549c541bc3c2af15751bea94b1dd068d4b03a"
-  integrity sha512-DZ4yORTwrbTj/7MZYq2w+/ZFdI6OZ/f9SFHR+71gIVUZhOQPHzVCLpvRnPgyaMpfWxxk/4ONva3GQSyNIKRv6A==
-  dependencies:
-    chownr "^2.0.0"
-    fs-minipass "^2.0.0"
-    minipass "^5.0.0"
-    minizlib "^2.1.1"
-    mkdirp "^1.0.3"
-    yallist "^4.0.0"
-
-text-table@^0.2.0:
-  version "0.2.0"
-  resolved "https://registry.yarnpkg.com/text-table/-/text-table-0.2.0.tgz#7f5ee823ae805207c00af2df4a84ec3fcfa570b4"
-  integrity sha512-N+8UisAXDGk8PFXP4HAzVR9nbfmVJ3zYLAWiTIoqC5v5isinhr+r5uaO8+7r3BMfuNIufIsA7RdpVgacC2cSpw==
+    "@pkgr/core" "^0.2.9"
+
+tar-fs@^3.0.8, tar-fs@^3.1.1:
+  version "3.1.1"
+  resolved "https://registry.yarnpkg.com/tar-fs/-/tar-fs-3.1.1.tgz#4f164e59fb60f103d472360731e8c6bb4a7fe9ef"
+  integrity sha512-LZA0oaPOc2fVo82Txf3gw+AkEd38szODlptMYejQUhndHMLQ9M059uXR+AfS7DNo0NpINvSqDsvyaCrBVkptWg==
+  dependencies:
+    pump "^3.0.0"
+    tar-stream "^3.1.5"
+  optionalDependencies:
+    bare-fs "^4.0.1"
+    bare-path "^3.0.0"
 
-through@^2.3.6:
-  version "2.3.8"
-  resolved "https://registry.yarnpkg.com/through/-/through-2.3.8.tgz#0dd4c9ffaabc357960b1b724115d7e0e86a2e1f5"
-  integrity sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==
+tar-stream@^3.1.5:
+  version "3.1.7"
+  resolved "https://registry.yarnpkg.com/tar-stream/-/tar-stream-3.1.7.tgz#24b3fb5eabada19fe7338ed6d26e5f7c482e792b"
+  integrity sha512-qJj60CXt7IU1Ffyc3NJMjh6EkuCFej46zUqJ4J7pqYlThyd9bO0XBTmcOIhSzZJVWfsLks0+nle/j538YAW9RQ==
+  dependencies:
+    b4a "^1.6.4"
+    fast-fifo "^1.2.0"
+    streamx "^2.15.0"
 
-tmp@^0.0.33:
-  version "0.0.33"
-  resolved "https://registry.yarnpkg.com/tmp/-/tmp-0.0.33.tgz#6d34335889768d21b2bcda0aa277ced3b1bfadf9"
-  integrity sha512-jRCJlojKnZ3addtTOjdIqoRuPEKBvNXcGYqzO6zWZX8KfKEpnGY5jfggJQ3EjKuu8D4bJRr0y+cYJFmYbImXGw==
+text-decoder@^1.1.0:
+  version "1.2.3"
+  resolved "https://registry.yarnpkg.com/text-decoder/-/text-decoder-1.2.3.tgz#b19da364d981b2326d5f43099c310cc80d770c65"
+  integrity sha512-3/o9z3X0X0fTupwsYvR03pJ/DjWuqqrfwBgTQzdWDiQSm9KitAyz/9WqsT2JQW7KV2m+bC2ol/zqpW37NHxLaA==
   dependencies:
-    os-tmpdir "~1.0.2"
+    b4a "^1.6.4"
 
-toidentifier@1.0.1:
+toidentifier@~1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/toidentifier/-/toidentifier-1.0.1.tgz#3be34321a88a820ed1bd80dfaa33e479fbb8dd35"
   integrity sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==
 
-topo@3.x.x:
-  version "3.0.3"
-  resolved "https://registry.yarnpkg.com/topo/-/topo-3.0.3.tgz#d5a67fb2e69307ebeeb08402ec2a2a6f5f7ad95c"
-  integrity sha512-IgpPtvD4kjrJ7CRA3ov2FhWQADwv+Tdqbsf1ZnPUSAtCJ9e1Z44MmoSGDXGk4IppoZA7jd/QRkNddlLJWlUZsQ==
-  dependencies:
-    hoek "6.x.x"
-
 toposort-class@^1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/toposort-class/-/toposort-class-1.0.1.tgz#7ffd1f78c8be28c3ba45cd4e1a3f5ee193bd9988"
   integrity sha512-OsLcGGbYF3rMjPUf8oKktyvCiUxSbqMMS39m33MAjLTC1DVIH6x3WSt63/M77ihI09+Sdfk1AXvfhCEeUmC7mg==
 
-tough-cookie@~2.5.0:
-  version "2.5.0"
-  resolved "https://registry.yarnpkg.com/tough-cookie/-/tough-cookie-2.5.0.tgz#cd9fb2a0aa1d5a12b473bd9fb96fa3dcff65ade2"
-  integrity sha512-nlLsUzgm1kfLXSXfRZMc1KLAugd4hqJHDTvc2hDIwS3mZAfMEuMbc03SujMF+GEcpaX/qboeycw6iO8JwVv2+g==
-  dependencies:
-    psl "^1.1.28"
-    punycode "^2.1.1"
-
 tr46@~0.0.3:
   version "0.0.3"
   resolved "https://registry.yarnpkg.com/tr46/-/tr46-0.0.3.tgz#8184fd347dac9cdc185992f3a6622e14b9d9ab6a"
   integrity sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==
 
-tslib@^1.9.0:
-  version "1.14.1"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.14.1.tgz#cf2d38bdc34a134bcaf1091c41f6619e2f672d00"
-  integrity sha512-Xni35NKzjgMrwevysHTCArtLDpPvye8zV/0E4EyYn43P7/7qvQwPh9BGkHewbMulVntbigmcT7rdX3BNo9wRJg==
-
-tslib@^2.4.1:
-  version "2.6.2"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.2.tgz#703ac29425e7b37cd6fd456e92404d46d1f3e4ae"
-  integrity sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q==
-
-tunnel-agent@^0.6.0:
-  version "0.6.0"
-  resolved "https://registry.yarnpkg.com/tunnel-agent/-/tunnel-agent-0.6.0.tgz#27a5dea06b36b04a0a9966774b290868f0fc40fd"
-  integrity sha512-McnNiV1l8RYeY8tBgEpuodCC1mLUdbSN+CYBL7kJsJNInOP8UjDDEwdk6Mw60vdLLrr5NHKZhMAOSrR2NZuQ+w==
+tsconfig-paths@^3.15.0:
+  version "3.15.0"
+  resolved "https://registry.yarnpkg.com/tsconfig-paths/-/tsconfig-paths-3.15.0.tgz#5299ec605e55b1abb23ec939ef15edaf483070d4"
+  integrity sha512-2Ac2RgzDe/cn48GvOe3M+o82pEFewD3UPbyoUHHdKasHwJKjds4fLXWf/Ux5kATBKN20oaFGu+jbElp1pos0mg==
   dependencies:
-    safe-buffer "^5.0.1"
-
-tweetnacl@^0.14.3, tweetnacl@~0.14.0:
-  version "0.14.5"
-  resolved "https://registry.yarnpkg.com/tweetnacl/-/tweetnacl-0.14.5.tgz#5ae68177f192d4456269d108afa93ff8743f4f64"
-  integrity sha512-KXXFFdAbFXY4geFIwoyNK+f5Z1b7swfXABfL7HXCmoIWMKU3dmS26672A4EeQtDzLKy7SXmfBu51JolvEKwtGA==
+    "@types/json5" "^0.0.29"
+    json5 "^1.0.2"
+    minimist "^1.2.6"
+    strip-bom "^3.0.0"
 
-type-check@~0.3.2:
-  version "0.3.2"
-  resolved "https://registry.yarnpkg.com/type-check/-/type-check-0.3.2.tgz#5884cab512cf1d355e3fb784f30804b2b520db72"
-  integrity sha512-ZCmOJdvOWDBYJlzAoFkC+Q0+bUyEOS1ltgp1MGU03fqHG+dbi9tBFU2Rd9QKiDZFAYrhPh2JUf7rZRIuHRKtOg==
+type-check@^0.4.0, type-check@~0.4.0:
+  version "0.4.0"
+  resolved "https://registry.yarnpkg.com/type-check/-/type-check-0.4.0.tgz#07b8203bfa7056c0657050e3ccd2c37730bab8f1"
+  integrity sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew==
   dependencies:
-    prelude-ls "~1.1.2"
+    prelude-ls "^1.2.1"
 
-type-is@~1.6.18:
-  version "1.6.18"
-  resolved "https://registry.yarnpkg.com/type-is/-/type-is-1.6.18.tgz#4e552cd05df09467dcbc4ef739de89f2cf37c131"
-  integrity sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==
+type-is@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/type-is/-/type-is-2.0.1.tgz#64f6cf03f92fce4015c2b224793f6bdd4b068c97"
+  integrity sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==
   dependencies:
-    media-typer "0.3.0"
-    mime-types "~2.1.24"
+    content-type "^1.0.5"
+    media-typer "^1.1.0"
+    mime-types "^3.0.0"
 
-typed-array-buffer@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/typed-array-buffer/-/typed-array-buffer-1.0.2.tgz#1867c5d83b20fcb5ccf32649e5e2fc7424474ff3"
-  integrity sha512-gEymJYKZtKXzzBzM4jqa9w6Q1Jjm7x2d+sh19AdsD4wqnMPDYyvwpsIc2Q/835kHuo3BEQ7CjelGhfTsoBb2MQ==
+typed-array-buffer@^1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/typed-array-buffer/-/typed-array-buffer-1.0.3.tgz#a72395450a4869ec033fd549371b47af3a2ee536"
+  integrity sha512-nAYYwfY3qnzX30IkA6AQZjVbtK6duGontcQm1WSG1MD94YLqK0515GNApXkoxKOWMusVssAHWLh9SeaoefYFGw==
   dependencies:
-    call-bind "^1.0.7"
+    call-bound "^1.0.3"
     es-errors "^1.3.0"
-    is-typed-array "^1.1.13"
+    is-typed-array "^1.1.14"
 
-typed-array-byte-length@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/typed-array-byte-length/-/typed-array-byte-length-1.0.1.tgz#d92972d3cff99a3fa2e765a28fcdc0f1d89dec67"
-  integrity sha512-3iMJ9q0ao7WE9tWcaYKIptkNBuOIcZCCT0d4MRvuuH88fEoEH62IuQe0OtraD3ebQEoTRk8XCBoknUNc1Y67pw==
+typed-array-byte-length@^1.0.3:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/typed-array-byte-length/-/typed-array-byte-length-1.0.3.tgz#8407a04f7d78684f3d252aa1a143d2b77b4160ce"
+  integrity sha512-BaXgOuIxz8n8pIq3e7Atg/7s+DpiYrxn4vdot3w9KbnBhcRQq6o3xemQdIfynqSeXeDrF32x+WvfzmOjPiY9lg==
   dependencies:
-    call-bind "^1.0.7"
+    call-bind "^1.0.8"
     for-each "^0.3.3"
-    gopd "^1.0.1"
-    has-proto "^1.0.3"
-    is-typed-array "^1.1.13"
+    gopd "^1.2.0"
+    has-proto "^1.2.0"
+    is-typed-array "^1.1.14"
 
-typed-array-byte-offset@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/typed-array-byte-offset/-/typed-array-byte-offset-1.0.2.tgz#f9ec1acb9259f395093e4567eb3c28a580d02063"
-  integrity sha512-Ous0vodHa56FviZucS2E63zkgtgrACj7omjwd/8lTEMEPFFyjfixMZ1ZXenpgCFBBt4EC1J2XsyVS2gkG0eTFA==
+typed-array-byte-offset@^1.0.4:
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/typed-array-byte-offset/-/typed-array-byte-offset-1.0.4.tgz#ae3698b8ec91a8ab945016108aef00d5bff12355"
+  integrity sha512-bTlAFB/FBYMcuX81gbL4OcpH5PmlFHqlCCpAl8AlEzMz5k53oNDvN8p1PNOWLEmI2x4orp3raOFB51tv9X+MFQ==
   dependencies:
     available-typed-arrays "^1.0.7"
-    call-bind "^1.0.7"
+    call-bind "^1.0.8"
     for-each "^0.3.3"
-    gopd "^1.0.1"
-    has-proto "^1.0.3"
-    is-typed-array "^1.1.13"
+    gopd "^1.2.0"
+    has-proto "^1.2.0"
+    is-typed-array "^1.1.15"
+    reflect.getprototypeof "^1.0.9"
 
-typed-array-length@^1.0.6:
-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/typed-array-length/-/typed-array-length-1.0.6.tgz#57155207c76e64a3457482dfdc1c9d1d3c4c73a3"
-  integrity sha512-/OxDN6OtAk5KBpGb28T+HZc2M+ADtvRxXrKKbUwtsLgdoxgX13hyy7ek6bFRl5+aBs2yZzB0c4CnQfAtVypW/g==
+typed-array-length@^1.0.7:
+  version "1.0.7"
+  resolved "https://registry.yarnpkg.com/typed-array-length/-/typed-array-length-1.0.7.tgz#ee4deff984b64be1e118b0de8c9c877d5ce73d3d"
+  integrity sha512-3KS2b+kL7fsuk/eJZ7EQdnEmQoaho/r6KUef7hxvltNA5DR8NAUM+8wJMbJyZ4G9/7i3v5zPBIMN5aybAh2/Jg==
   dependencies:
     call-bind "^1.0.7"
     for-each "^0.3.3"
     gopd "^1.0.1"
-    has-proto "^1.0.3"
     is-typed-array "^1.1.13"
     possible-typed-array-names "^1.0.0"
+    reflect.getprototypeof "^1.0.6"
 
-unbox-primitive@^1.0.2:
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/unbox-primitive/-/unbox-primitive-1.0.2.tgz#29032021057d5e6cdbd08c5129c226dff8ed6f9e"
-  integrity sha512-61pPlCD9h51VoreyJ0BReideM3MDKMKnh6+V9L08331ipq6Q8OFXZYiqP6n/tbHx4s5I9uRhcye6BrbkizkBDw==
+unbox-primitive@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/unbox-primitive/-/unbox-primitive-1.1.0.tgz#8d9d2c9edeea8460c7f35033a88867944934d1e2"
+  integrity sha512-nWJ91DjeOkej/TA8pXQ3myruKpKEYgqvpw9lz4OPHj/NWFNluYrjbz9j01CJ8yKQd2g4jFoOkINCTW2I5LEEyw==
   dependencies:
-    call-bind "^1.0.2"
+    call-bound "^1.0.3"
     has-bigints "^1.0.2"
-    has-symbols "^1.0.3"
-    which-boxed-primitive "^1.0.2"
+    has-symbols "^1.1.0"
+    which-boxed-primitive "^1.1.1"
 
-undici-types@~5.26.4:
-  version "5.26.5"
-  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-5.26.5.tgz#bcd539893d00b56e964fd2657a4866b221a65617"
-  integrity sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==
+undici-types@~6.21.0:
+  version "6.21.0"
+  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-6.21.0.tgz#691d00af3909be93a7faa13be61b3a5b50ef12cb"
+  integrity sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==
 
-unpipe@1.0.0, unpipe@~1.0.0:
+undici-types@~7.16.0:
+  version "7.16.0"
+  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-7.16.0.tgz#ffccdff36aea4884cbfce9a750a0580224f58a46"
+  integrity sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw==
+
+unpipe@~1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/unpipe/-/unpipe-1.0.0.tgz#b2bf4ee8514aae6165b4817829d21b2ef49904ec"
   integrity sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==
@@ -2839,53 +2648,26 @@ uri-js@^4.2.2:
   dependencies:
     punycode "^2.1.0"
 
-utils-merge@1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/utils-merge/-/utils-merge-1.0.1.tgz#9f95710f50a267947b2ccc124741c1028427e713"
-  integrity sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==
-
-uuid@^3.3.2, uuid@^3.3.3:
-  version "3.4.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-3.4.0.tgz#b23e4358afa8a202fe7a100af1f5f883f02007ee"
-  integrity sha512-HjSDRw6gZE5JMggctHBcjVak08+KEVhSIiDzFnT9S9aegmp85S/bReBVTb4QTFaRNptJ9kuYaNhnbNEOkbKb/A==
+uuid@^11.1.0:
+  version "11.1.0"
+  resolved "https://registry.yarnpkg.com/uuid/-/uuid-11.1.0.tgz#9549028be1753bb934fc96e2bca09bb4105ae912"
+  integrity sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==
 
 uuid@^8.3.2:
   version "8.3.2"
   resolved "https://registry.yarnpkg.com/uuid/-/uuid-8.3.2.tgz#80d5b5ced271bb9af6c445f21a1a04c606cefbe2"
   integrity sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==
 
-v8-compile-cache@^2.0.3:
-  version "2.4.0"
-  resolved "https://registry.yarnpkg.com/v8-compile-cache/-/v8-compile-cache-2.4.0.tgz#cdada8bec61e15865f05d097c5f4fd30e94dc128"
-  integrity sha512-ocyWc3bAHBB/guyqJQVI5o4BZkPhznPYUG2ea80Gond/BgNWpap8TOmLSeeQG7bnh2KMISxskdADG59j7zruhw==
-
-validate-npm-package-license@^3.0.1:
-  version "3.0.4"
-  resolved "https://registry.yarnpkg.com/validate-npm-package-license/-/validate-npm-package-license-3.0.4.tgz#fc91f6b9c7ba15c857f4cb2c5defeec39d4f410a"
-  integrity sha512-DpKm2Ui/xN7/HQKCtpZxoRWBhZ9Z0kqtygG8XCgNQ8ZlDnxuQmWhj566j8fN4Cu3/JmbhsDo7fcAJq4s9h27Ew==
-  dependencies:
-    spdx-correct "^3.0.0"
-    spdx-expression-parse "^3.0.0"
-
-validator@^10.11.0:
-  version "10.11.0"
-  resolved "https://registry.yarnpkg.com/validator/-/validator-10.11.0.tgz#003108ea6e9a9874d31ccc9e5006856ccd76b228"
-  integrity sha512-X/p3UZerAIsbBfN/IwahhYaBbY68EN/UQBWHtsbXGT5bfrH/p4NQzUCG1kF/rtKaNpnJ7jAu6NGTdSNtyNIXMw==
+validator@^13.9.0:
+  version "13.15.23"
+  resolved "https://registry.yarnpkg.com/validator/-/validator-13.15.23.tgz#59a874f84e4594588e3409ab1edbe64e96d0c62d"
+  integrity sha512-4yoz1kEWqUjzi5zsPbAS/903QXSYp0UOtHsPpp7p9rHAw/W+dkInskAE386Fat3oKRROwO98d9ZB0G4cObgUyw==
 
-vary@^1, vary@~1.1.2:
+vary@^1, vary@^1.1.2, vary@~1.1.2:
   version "1.1.2"
   resolved "https://registry.yarnpkg.com/vary/-/vary-1.1.2.tgz#2299f02c6ded30d4a5961b0b9f74524a18f634fc"
   integrity sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==
 
-verror@1.10.0:
-  version "1.10.0"
-  resolved "https://registry.yarnpkg.com/verror/-/verror-1.10.0.tgz#3a105ca17053af55d6e270c1f8288682e18da400"
-  integrity sha512-ZZKSmDAEFOijERBLkmYfJ+vmk3w+7hOLYDNkRCuRuMJGEmqYNCNLyBBFwWKVMhfwaEF3WOd0Zlw86U/WC/+nYw==
-  dependencies:
-    assert-plus "^1.0.0"
-    core-util-is "1.0.2"
-    extsprintf "^1.2.0"
-
 webidl-conversions@^3.0.0:
   version "3.0.1"
   resolved "https://registry.yarnpkg.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz#24534275e2a7bc6be7bc86611cc16ae0a5654871"
@@ -2899,32 +2681,63 @@ whatwg-url@^5.0.0:
     tr46 "~0.0.3"
     webidl-conversions "^3.0.0"
 
-which-boxed-primitive@^1.0.2:
+which-boxed-primitive@^1.1.0, which-boxed-primitive@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/which-boxed-primitive/-/which-boxed-primitive-1.1.1.tgz#d76ec27df7fa165f18d5808374a5fe23c29b176e"
+  integrity sha512-TbX3mj8n0odCBFVlY8AxkqcHASw3L60jIuF8jFP78az3C2YhmGvqbHBpAjTRH2/xqYunrJ9g1jSyjCjpoWzIAA==
+  dependencies:
+    is-bigint "^1.1.0"
+    is-boolean-object "^1.2.1"
+    is-number-object "^1.1.1"
+    is-string "^1.1.1"
+    is-symbol "^1.1.1"
+
+which-builtin-type@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/which-builtin-type/-/which-builtin-type-1.2.1.tgz#89183da1b4907ab089a6b02029cc5d8d6574270e"
+  integrity sha512-6iBczoX+kDQ7a3+YJBnh3T+KZRxM/iYNPXicqk66/Qfm1b93iu+yOImkg0zHbj5LNOcNv1TEADiZ0xa34B4q6Q==
+  dependencies:
+    call-bound "^1.0.2"
+    function.prototype.name "^1.1.6"
+    has-tostringtag "^1.0.2"
+    is-async-function "^2.0.0"
+    is-date-object "^1.1.0"
+    is-finalizationregistry "^1.1.0"
+    is-generator-function "^1.0.10"
+    is-regex "^1.2.1"
+    is-weakref "^1.0.2"
+    isarray "^2.0.5"
+    which-boxed-primitive "^1.1.0"
+    which-collection "^1.0.2"
+    which-typed-array "^1.1.16"
+
+which-collection@^1.0.2:
   version "1.0.2"
-  resolved "https://registry.yarnpkg.com/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz#13757bc89b209b049fe5d86430e21cf40a89a8e6"
-  integrity sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==
+  resolved "https://registry.yarnpkg.com/which-collection/-/which-collection-1.0.2.tgz#627ef76243920a107e7ce8e96191debe4b16c2a0"
+  integrity sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==
   dependencies:
-    is-bigint "^1.0.1"
-    is-boolean-object "^1.1.0"
-    is-number-object "^1.0.4"
-    is-string "^1.0.5"
-    is-symbol "^1.0.3"
+    is-map "^2.0.3"
+    is-set "^2.0.3"
+    is-weakmap "^2.0.2"
+    is-weakset "^2.0.3"
 
-which-typed-array@^1.1.14, which-typed-array@^1.1.15:
-  version "1.1.15"
-  resolved "https://registry.yarnpkg.com/which-typed-array/-/which-typed-array-1.1.15.tgz#264859e9b11a649b388bfaaf4f767df1f779b38d"
-  integrity sha512-oV0jmFtUky6CXfkqehVvBP/LSWJ2sy4vWMioiENyJLePrBO/yKyV9OyJySfAKosh+RYkIl5zJCNZ8/4JncrpdA==
+which-typed-array@^1.1.16, which-typed-array@^1.1.19:
+  version "1.1.19"
+  resolved "https://registry.yarnpkg.com/which-typed-array/-/which-typed-array-1.1.19.tgz#df03842e870b6b88e117524a4b364b6fc689f956"
+  integrity sha512-rEvr90Bck4WZt9HHFC4DJMsjvu7x+r6bImz0/BrbWb7A2djJ8hnZMrWnHo9F8ssv0OMErasDhftrfROTyqSDrw==
   dependencies:
     available-typed-arrays "^1.0.7"
-    call-bind "^1.0.7"
-    for-each "^0.3.3"
-    gopd "^1.0.1"
+    call-bind "^1.0.8"
+    call-bound "^1.0.4"
+    for-each "^0.3.5"
+    get-proto "^1.0.1"
+    gopd "^1.2.0"
     has-tostringtag "^1.0.2"
 
-which@^1.2.9:
-  version "1.3.1"
-  resolved "https://registry.yarnpkg.com/which/-/which-1.3.1.tgz#a45043d54f5805316da8d62f9f50918d3da70b0a"
-  integrity sha512-HxJdYWq1MTIQbJ3nw0cqssHoTNU267KlrDuGZ1WYlxDStUtKUhOaJmh112/TZmHxxUfuJqPXSOm7tDyas0OSIQ==
+which@^2.0.1:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/which/-/which-2.0.2.tgz#7c6a8dd0a636a0327e10b59c9286eee93f3f51b1"
+  integrity sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==
   dependencies:
     isexe "^2.0.0"
 
@@ -2940,14 +2753,14 @@ winston@2:
     isstream "0.1.x"
     stack-trace "0.0.x"
 
-wkx@^0.4.8:
-  version "0.4.8"
-  resolved "https://registry.yarnpkg.com/wkx/-/wkx-0.4.8.tgz#a092cf088d112683fdc7182fd31493b2c5820003"
-  integrity sha512-ikPXMM9IR/gy/LwiOSqWlSL3X/J5uk9EO2hHNRXS41eTLXaUFEVw9fn/593jW/tE5tedNg8YjT5HkCa4FqQZyQ==
+wkx@^0.5.0:
+  version "0.5.0"
+  resolved "https://registry.yarnpkg.com/wkx/-/wkx-0.5.0.tgz#c6c37019acf40e517cc6b94657a25a3d4aa33e8c"
+  integrity sha512-Xng/d4Ichh8uN4l0FToV/258EjMGU9MGcA0HV2d9B/ZpZB3lqQm7nkOdZdm5GhKtLLhAE7PiVQwN4eN+2YJJUg==
   dependencies:
     "@types/node" "*"
 
-word-wrap@~1.2.3:
+word-wrap@^1.2.5:
   version "1.2.5"
   resolved "https://registry.yarnpkg.com/word-wrap/-/word-wrap-1.2.5.tgz#d2c45c6dd4fbce621a66f136cbe328afd0410b34"
   integrity sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==
@@ -2957,24 +2770,17 @@ wrappy@1:
   resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f"
   integrity sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==
 
-write@1.0.3:
-  version "1.0.3"
-  resolved "https://registry.yarnpkg.com/write/-/write-1.0.3.tgz#0800e14523b923a387e415123c865616aae0f5c3"
-  integrity sha512-/lg70HAjtkUgWPVZhZcm+T4hkL8Zbtp1nFNOn3lRrxnlv50SRBv7cR7RqR+GMsd3hUXy9hWBo4CHTbFTcOYwig==
-  dependencies:
-    mkdirp "^0.5.1"
-
-ws@^8.11.0:
-  version "8.17.0"
-  resolved "https://registry.yarnpkg.com/ws/-/ws-8.17.0.tgz#d145d18eca2ed25aaf791a183903f7be5e295fea"
-  integrity sha512-uJq6108EgZMAl20KagGkzCKfMEjxmKvZHG7Tlq0Z6nOky7YF7aq4mOx6xK8TJ/i1LeK4Qus7INktacctDgY8Ow==
+ws@^8.18.2:
+  version "8.18.3"
+  resolved "https://registry.yarnpkg.com/ws/-/ws-8.18.3.tgz#b56b88abffde62791c639170400c93dcb0c95472"
+  integrity sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==
 
 xtend@^4.0.0:
   version "4.0.2"
   resolved "https://registry.yarnpkg.com/xtend/-/xtend-4.0.2.tgz#bb72779f5fa465186b1f438f674fa347fdb5db54"
   integrity sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==
 
-yallist@^4.0.0:
-  version "4.0.0"
-  resolved "https://registry.yarnpkg.com/yallist/-/yallist-4.0.0.tgz#9bb92790d9c0effec63be73519e11a35019a3a72"
-  integrity sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==
+yocto-queue@^0.1.0:
+  version "0.1.0"
+  resolved "https://registry.yarnpkg.com/yocto-queue/-/yocto-queue-0.1.0.tgz#0294eb3dee05028d31ee1a5fa2c556a6aaf10a1b"
+  integrity sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==
diff --git a/src/device-plugin/build/k8s-host-device-plugin-patches/0001-update-Golang-toolchain-to-1.24.patch b/src/device-plugin/build/k8s-host-device-plugin-patches/0001-update-Golang-toolchain-to-1.24.patch
new file mode 100644
index 00000000..128a52c5
--- /dev/null
+++ b/src/device-plugin/build/k8s-host-device-plugin-patches/0001-update-Golang-toolchain-to-1.24.patch
@@ -0,0 +1,147 @@
+From 3bc21a5a7bdb7362bdb8cd1b062ad5e9e32547ff Mon Sep 17 00:00:00 2001
+From: Rui Gao <gao_rui@hotmail.com>
+Date: Mon, 26 May 2025 12:33:05 +0800
+Subject: [PATCH] update Golang toolchain to 1.24
+
+---
+ Dockerfile |  2 +-
+ go.mod     | 20 +++++++++-----------
+ go.sum     | 54 ++++++++++++++++++++++++++++++++++++------------------
+ 3 files changed, 46 insertions(+), 30 deletions(-)
+
+diff --git a/Dockerfile b/Dockerfile
+index eafe5e6..6ec8d84 100644
+--- a/Dockerfile
++++ b/Dockerfile
+@@ -1,4 +1,4 @@
+-FROM golang:1.23 as build
++FROM golang:1.24 as build
+ ARG CGO_ENABLED=0
+ ARG GOOS=linux
+ ARG GOARCH=amd64
+diff --git a/go.mod b/go.mod
+index 39a58bb..fdcbe4f 100644
+--- a/go.mod
++++ b/go.mod
+@@ -1,20 +1,18 @@
+ module github.com/everpeace/k8s-host-device-plugin
+ 
+-go 1.22.0
+-
+-toolchain go1.23.1
++go 1.24.0
+ 
+ require (
+-	github.com/fsnotify/fsnotify v1.8.0
+-	golang.org/x/net v0.32.0
+-	google.golang.org/grpc v1.68.1
+-	k8s.io/kubelet v0.31.4
++	github.com/fsnotify/fsnotify v1.9.0
++	golang.org/x/net v0.40.0
++	google.golang.org/grpc v1.72.1
++	k8s.io/kubelet v0.33.1
+ )
+ 
+ require (
+ 	github.com/gogo/protobuf v1.3.2 // indirect
+-	golang.org/x/sys v0.28.0 // indirect
+-	golang.org/x/text v0.21.0 // indirect
+-	google.golang.org/genproto/googleapis/rpc v0.0.0-20240930140551-af27646dc61f // indirect
+-	google.golang.org/protobuf v1.34.2 // indirect
++	golang.org/x/sys v0.33.0 // indirect
++	golang.org/x/text v0.25.0 // indirect
++	google.golang.org/genproto/googleapis/rpc v0.0.0-20250519155744-55703ea1f237 // indirect
++	google.golang.org/protobuf v1.36.6 // indirect
+ )
+diff --git a/go.sum b/go.sum
+index e93a566..30beb24 100644
+--- a/go.sum
++++ b/go.sum
+@@ -1,15 +1,33 @@
+-github.com/fsnotify/fsnotify v1.8.0 h1:dAwr6QBTBZIkG8roQaJjGof0pp0EeF+tNV7YBP3F/8M=
+-github.com/fsnotify/fsnotify v1.8.0/go.mod h1:8jBTzvmWwFyi3Pb8djgCCO5IBqzKJ/Jwo8TRcHyHii0=
++github.com/fsnotify/fsnotify v1.9.0 h1:2Ml+OJNzbYCTzsxtv8vKSFD9PbJjmhYF14k/jKC7S9k=
++github.com/fsnotify/fsnotify v1.9.0/go.mod h1:8jBTzvmWwFyi3Pb8djgCCO5IBqzKJ/Jwo8TRcHyHii0=
++github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
++github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
++github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
++github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
+ github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
+ github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q=
+ github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
+ github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
+-github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
+-github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
++github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
++github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
++github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
++github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
+ github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI2bnpBCr8=
+ github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
+ github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
+ github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
++go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJySYA=
++go.opentelemetry.io/auto/sdk v1.1.0/go.mod h1:3wSPjt5PWp2RhlCcmmOial7AvC4DQqZb7a7wCow3W8A=
++go.opentelemetry.io/otel v1.34.0 h1:zRLXxLCgL1WyKsPVrgbSdMN4c0FMkDAskSTQP+0hdUY=
++go.opentelemetry.io/otel v1.34.0/go.mod h1:OWFPOQ+h4G8xpyjgqo4SxJYdDQ/qmRH+wivy7zzx9oI=
++go.opentelemetry.io/otel/metric v1.34.0 h1:+eTR3U0MyfWjRDhmFMxe2SsW64QrZ84AOhvqS7Y+PoQ=
++go.opentelemetry.io/otel/metric v1.34.0/go.mod h1:CEDrp0fy2D0MvkXE+dPV7cMi8tWZwX3dmaIhwPOaqHE=
++go.opentelemetry.io/otel/sdk v1.34.0 h1:95zS4k/2GOy069d321O8jWgYsW3MzVV+KuSPKp7Wr1A=
++go.opentelemetry.io/otel/sdk v1.34.0/go.mod h1:0e/pNiaMAqaykJGKbi+tSjWfNNHMTxoC9qANsCzbyxU=
++go.opentelemetry.io/otel/sdk/metric v1.34.0 h1:5CeK9ujjbFVL5c1PhLuStg1wxA7vQv7ce1EK0Gyvahk=
++go.opentelemetry.io/otel/sdk/metric v1.34.0/go.mod h1:jQ/r8Ze28zRKoNRdkjCZxfs6YvBTG1+YIqyFVFYec5w=
++go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
++go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
+ golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
+ golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
+ golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
+@@ -19,20 +37,20 @@ golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn
+ golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
+ golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
+ golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
+-golang.org/x/net v0.32.0 h1:ZqPmj8Kzc+Y6e0+skZsuACbx+wzMgo5MQsJh9Qd6aYI=
+-golang.org/x/net v0.32.0/go.mod h1:CwU0IoeOlnQQWJ6ioyFrfRuomB8GKF6KbYXZVyeXNfs=
++golang.org/x/net v0.40.0 h1:79Xs7wF06Gbdcg4kdCCIQArK11Z1hr5POQ6+fIYHNuY=
++golang.org/x/net v0.40.0/go.mod h1:y0hY0exeL2Pku80/zKK7tpntoX23cqL3Oa6njdgRtds=
+ golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+ golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+ golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+ golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
+ golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+ golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+-golang.org/x/sys v0.28.0 h1:Fksou7UEQUWlKvIdsqzJmUmCX3cZuD2+P3XyyzwMhlA=
+-golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
++golang.org/x/sys v0.33.0 h1:q3i8TbbEz+JRD9ywIRlyRAQbM0qF7hu24q3teo2hbuw=
++golang.org/x/sys v0.33.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
+ golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
+ golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
+-golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
+-golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
++golang.org/x/text v0.25.0 h1:qVyWApTSYLk/drJRO5mDlNYskwQznZmkpV2c8q9zls4=
++golang.org/x/text v0.25.0/go.mod h1:WEdwpYrmk1qmdHvhkSTNPm3app7v4rsT8F2UD6+VHIA=
+ golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
+ golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
+ golang.org/x/tools v0.0.0-20200619180055-7c47624df98f/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
+@@ -41,11 +59,11 @@ golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8T
+ golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+ golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+ golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+-google.golang.org/genproto/googleapis/rpc v0.0.0-20240930140551-af27646dc61f h1:cUMEy+8oS78BWIH9OWazBkzbr090Od9tWBNtZHkOhf0=
+-google.golang.org/genproto/googleapis/rpc v0.0.0-20240930140551-af27646dc61f/go.mod h1:UqMtugtsSgubUsoxbuAoiCXvqvErP7Gf0so0mK9tHxU=
+-google.golang.org/grpc v1.68.1 h1:oI5oTa11+ng8r8XMMN7jAOmWfPZWbYpCFaMUTACxkM0=
+-google.golang.org/grpc v1.68.1/go.mod h1:+q1XYFJjShcqn0QZHvCyeR4CXPA+llXIeUIfIe00waw=
+-google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg=
+-google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw=
+-k8s.io/kubelet v0.31.4 h1:6TokbMv+HnFG7Oe9tVS/J0VPGdC4GnsQZXuZoo7Ixi8=
+-k8s.io/kubelet v0.31.4/go.mod h1:8ZM5LZyANoVxUtmayUxD/nsl+6GjREo7kSanv8AoL4U=
++google.golang.org/genproto/googleapis/rpc v0.0.0-20250519155744-55703ea1f237 h1:cJfm9zPbe1e873mHJzmQ1nwVEeRDU/T1wXDK2kUSU34=
++google.golang.org/genproto/googleapis/rpc v0.0.0-20250519155744-55703ea1f237/go.mod h1:qQ0YXyHHx3XkvlzUtpXDkS29lDSafHMZBAZDc03LQ3A=
++google.golang.org/grpc v1.72.1 h1:HR03wO6eyZ7lknl75XlxABNVLLFc2PAb6mHlYh756mA=
++google.golang.org/grpc v1.72.1/go.mod h1:wH5Aktxcg25y1I3w7H69nHfXdOG3UiadoBtjh3izSDM=
++google.golang.org/protobuf v1.36.6 h1:z1NpPI8ku2WgiWnf+t9wTPsn6eP1L7ksHUlkfLvd9xY=
++google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
++k8s.io/kubelet v0.33.1 h1:x4LCw1/iZVWOKA4RoITnuB8gMHnw31HPB3S0EF0EexE=
++k8s.io/kubelet v0.33.1/go.mod h1:8WpdC9M95VmsqIdGSQrajXooTfT5otEj8pGWOm+KKfQ=
+-- 
+2.34.1
+
diff --git a/src/device-plugin/build/k8s-host-device-plugin.k8s.dockerfile b/src/device-plugin/build/k8s-host-device-plugin.k8s.dockerfile
new file mode 100644
index 00000000..d67c8f5c
--- /dev/null
+++ b/src/device-plugin/build/k8s-host-device-plugin.k8s.dockerfile
@@ -0,0 +1,25 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM golang:1.24 as build
+ARG TARGETOS
+ARG TARGETARCH
+
+ARG CGO_ENABLED=0
+ARG GOOS=${TARGETOS}
+ARG GOARCH=${TARGETARCH}
+
+RUN git clone --branch 1.31.4-0.1.0 --single-branch https://github.com/everpeace/k8s-host-device-plugin.git /go/src/k8s-host-device-plugin
+
+COPY ./build/k8s-host-device-plugin-patches/0001-update-Golang-toolchain-to-1.24.patch /go/src/k8s-host-device-plugin/
+WORKDIR /go/src/k8s-host-device-plugin
+RUN git apply ./0001-update-Golang-toolchain-to-1.24.patch
+RUN go mod download
+
+RUN go install -ldflags="-s -w"
+
+FROM gcr.io/distroless/static-debian12
+COPY --from=build /go/bin/k8s-host-device-plugin /bin/k8s-host-device-plugin
+
+CMD ["/bin/k8s-host-device-plugin"]
+
diff --git a/src/device-plugin/build/k8s-nvidia-device-plugin.k8s.dockerfile b/src/device-plugin/build/k8s-nvidia-device-plugin.k8s.dockerfile
new file mode 100644
index 00000000..0bc562c2
--- /dev/null
+++ b/src/device-plugin/build/k8s-nvidia-device-plugin.k8s.dockerfile
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM nvcr.io/nvidia/k8s-device-plugin:v0.18.0
\ No newline at end of file
diff --git a/src/device-plugin/build/k8s-rdma-shared-dev-plugin.k8s.dockerfile b/src/device-plugin/build/k8s-rdma-shared-dev-plugin.k8s.dockerfile
new file mode 100644
index 00000000..e7d0eb88
--- /dev/null
+++ b/src/device-plugin/build/k8s-rdma-shared-dev-plugin.k8s.dockerfile
@@ -0,0 +1,33 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM golang:alpine as builder
+
+ARG TARGETOS
+ARG TARGETARCH
+
+ARG GOOS=${TARGETOS}
+ARG GOARCH=${TARGETARCH}
+
+RUN apk add --no-cache git make
+
+RUN git clone --branch v1.5.3 --single-branch https://github.com/Mellanox/k8s-rdma-shared-dev-plugin.git /usr/src/k8s-rdma-shared-dp
+
+ENV HTTP_PROXY $http_proxy
+ENV HTTPS_PROXY $https_proxy
+
+RUN apk add --no-cache --virtual build-base=0.5-r3 linux-headers=5.19.5-r0
+WORKDIR /usr/src/k8s-rdma-shared-dp
+RUN make clean && \
+    make build
+
+FROM alpine:3.21.3
+RUN apk add --no-cache hwdata-pci=0.393-r0
+COPY --from=builder /usr/src/k8s-rdma-shared-dp/build/k8s-rdma-shared-dp /bin/
+
+RUN apk update && apk upgrade && \
+    rm -rf /var/cache/apk/*
+
+LABEL io.k8s.display-name="RDMA Shared Device Plugin"
+
+CMD ["/bin/k8s-rdma-shared-dp"]
diff --git a/src/device-plugin/build/k8s-rocm-device-plugin-patches/0001-update-toolchain-to-1.24-with-package-updates.patch b/src/device-plugin/build/k8s-rocm-device-plugin-patches/0001-update-toolchain-to-1.24-with-package-updates.patch
new file mode 100644
index 00000000..2ca50f78
--- /dev/null
+++ b/src/device-plugin/build/k8s-rocm-device-plugin-patches/0001-update-toolchain-to-1.24-with-package-updates.patch
@@ -0,0 +1,617 @@
+From c137c0a8b7b8568b21806db653eb8c88c07136cb Mon Sep 17 00:00:00 2001
+From: Rui Gao <gao_rui@hotmail.com>
+Date: Wed, 10 Dec 2025 13:31:17 +0800
+Subject: [PATCH] update toolchain to 1.24 with package updates
+
+---
+ go.mod |  89 ++++++++++++-----------
+ go.sum | 225 ++++++++++++++++++++++++++++++---------------------------
+ 2 files changed, 164 insertions(+), 150 deletions(-)
+
+diff --git a/go.mod b/go.mod
+index 874ddfd3..95f11161 100644
+--- a/go.mod
++++ b/go.mod
+@@ -1,71 +1,72 @@
+ module github.com/ROCm/k8s-device-plugin
+ 
+-go 1.23
++go 1.24.0
++
++toolchain go1.24.3
+ 
+ require (
+-	github.com/go-logr/logr v1.4.2
+-	github.com/golang/glog v1.2.4
++	github.com/go-logr/logr v1.4.3
++	github.com/golang/glog v1.2.5
+ 	github.com/kubevirt/device-plugin-manager v1.19.5
+-	golang.org/x/net v0.33.0
+-	google.golang.org/grpc v1.65.0
+-	google.golang.org/protobuf v1.34.2
+-	k8s.io/api v0.31.0
+-	k8s.io/apimachinery v0.31.0
+-	k8s.io/kubelet v0.31.0
+-	sigs.k8s.io/controller-runtime v0.19.0
++	golang.org/x/net v0.40.0
++	google.golang.org/grpc v1.72.2
++	google.golang.org/protobuf v1.36.6
++	k8s.io/api v0.33.1
++	k8s.io/apimachinery v0.33.1
++	k8s.io/kubelet v0.33.1
++	sigs.k8s.io/controller-runtime v0.21.0
+ )
+ 
+ require (
+ 	github.com/beorn7/perks v1.0.1 // indirect
+ 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
+ 	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
+-	github.com/emicklei/go-restful/v3 v3.11.0 // indirect
+-	github.com/evanphx/json-patch/v5 v5.9.0 // indirect
+-	github.com/fsnotify/fsnotify v1.7.0 // indirect
+-	github.com/fxamacker/cbor/v2 v2.7.0 // indirect
++	github.com/emicklei/go-restful/v3 v3.12.2 // indirect
++	github.com/evanphx/json-patch/v5 v5.9.11 // indirect
++	github.com/fsnotify/fsnotify v1.9.0 // indirect
++	github.com/fxamacker/cbor/v2 v2.8.0 // indirect
+ 	github.com/go-logr/zapr v1.3.0 // indirect
+-	github.com/go-openapi/jsonpointer v0.19.6 // indirect
+-	github.com/go-openapi/jsonreference v0.20.2 // indirect
+-	github.com/go-openapi/swag v0.22.4 // indirect
++	github.com/go-openapi/jsonpointer v0.21.1 // indirect
++	github.com/go-openapi/jsonreference v0.21.0 // indirect
++	github.com/go-openapi/swag v0.23.1 // indirect
+ 	github.com/gogo/protobuf v1.3.2 // indirect
+-	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
+-	github.com/golang/protobuf v1.5.4 // indirect
+-	github.com/google/gnostic-models v0.6.8 // indirect
+-	github.com/google/go-cmp v0.6.0 // indirect
+-	github.com/google/gofuzz v1.2.0 // indirect
++	github.com/google/btree v1.1.3 // indirect
++	github.com/google/gnostic-models v0.6.9 // indirect
++	github.com/google/go-cmp v0.7.0 // indirect
+ 	github.com/google/uuid v1.6.0 // indirect
+-	github.com/imdario/mergo v0.3.12 // indirect
+ 	github.com/josharian/intern v1.0.0 // indirect
+ 	github.com/json-iterator/go v1.1.12 // indirect
+-	github.com/mailru/easyjson v0.7.7 // indirect
++	github.com/mailru/easyjson v0.9.0 // indirect
+ 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
+ 	github.com/modern-go/reflect2 v1.0.2 // indirect
+ 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
+ 	github.com/pkg/errors v0.9.1 // indirect
+-	github.com/prometheus/client_golang v1.19.1 // indirect
+-	github.com/prometheus/client_model v0.6.1 // indirect
+-	github.com/prometheus/common v0.55.0 // indirect
+-	github.com/prometheus/procfs v0.15.1 // indirect
+-	github.com/spf13/pflag v1.0.5 // indirect
++	github.com/prometheus/client_golang v1.22.0 // indirect
++	github.com/prometheus/client_model v0.6.2 // indirect
++	github.com/prometheus/common v0.64.0 // indirect
++	github.com/prometheus/procfs v0.16.1 // indirect
++	github.com/spf13/pflag v1.0.6 // indirect
+ 	github.com/x448/float16 v0.8.4 // indirect
+ 	go.uber.org/multierr v1.11.0 // indirect
+-	go.uber.org/zap v1.26.0 // indirect
+-	golang.org/x/exp v0.0.0-20230515195305-f3d0a9c9a5cc // indirect
+-	golang.org/x/oauth2 v0.21.0 // indirect
+-	golang.org/x/sys v0.28.0 // indirect
+-	golang.org/x/term v0.27.0 // indirect
+-	golang.org/x/text v0.21.0 // indirect
+-	golang.org/x/time v0.3.0 // indirect
+-	gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
+-	google.golang.org/genproto/googleapis/rpc v0.0.0-20240701130421-f6361c86f094 // indirect
++	go.uber.org/zap v1.27.0 // indirect
++	golang.org/x/oauth2 v0.30.0 // indirect
++	golang.org/x/sync v0.14.0 // indirect
++	golang.org/x/sys v0.33.0 // indirect
++	golang.org/x/term v0.32.0 // indirect
++	golang.org/x/text v0.25.0 // indirect
++	golang.org/x/time v0.11.0 // indirect
++	golang.org/x/tools v0.33.0 // indirect
++	gomodules.xyz/jsonpatch/v2 v2.5.0 // indirect
++	google.golang.org/genproto/googleapis/rpc v0.0.0-20250528174236-200df99c418a // indirect
++	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
+ 	gopkg.in/inf.v0 v0.9.1 // indirect
+-	gopkg.in/yaml.v2 v2.4.0 // indirect
+ 	gopkg.in/yaml.v3 v3.0.1 // indirect
+-	k8s.io/client-go v0.31.0 // indirect
++	k8s.io/client-go v0.33.1 // indirect
+ 	k8s.io/klog/v2 v2.130.1 // indirect
+-	k8s.io/kube-openapi v0.0.0-20240228011516-70dd3763d340 // indirect
+-	k8s.io/utils v0.0.0-20240711033017-18e509b52bc8 // indirect
+-	sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
+-	sigs.k8s.io/structured-merge-diff/v4 v4.4.1 // indirect
++	k8s.io/kube-openapi v0.0.0-20250318190949-c8a335a9a2ff // indirect
++	k8s.io/utils v0.0.0-20250502105355-0f33e8f1c979 // indirect
++	sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect
++	sigs.k8s.io/randfill v1.0.0 // indirect
++	sigs.k8s.io/structured-merge-diff/v4 v4.7.0 // indirect
+ 	sigs.k8s.io/yaml v1.4.0 // indirect
+ )
+diff --git a/go.sum b/go.sum
+index d2f43671..ea0b3bbb 100644
+--- a/go.sum
++++ b/go.sum
+@@ -36,7 +36,10 @@ github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24
+ github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
+ github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
+ github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
++github.com/blang/semver v3.5.0+incompatible h1:CGxCgetQ64DKk7rdZ++Vfnb1+ogGNnB17OJKJXD2Cfs=
+ github.com/blang/semver v3.5.0+incompatible/go.mod h1:kRBLl5iJ+tD4TcOOxsy/0fnwebNt5EWlYSAyrTnjyyk=
++github.com/blang/semver/v4 v4.0.0 h1:1PFHFE6yCCTv8C1TeyNNarDzntLi7wMI5i/pzqYIsAM=
++github.com/blang/semver/v4 v4.0.0/go.mod h1:IbckMUScFkM3pff0VJDNKRiT6TG/YpiHIM2yvyW5YoQ=
+ github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
+ github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+ github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
+@@ -46,7 +49,6 @@ github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5P
+ github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU=
+ github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
+ github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
+-github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
+ github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+ github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+ github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
+@@ -56,22 +58,22 @@ github.com/docker/spdystream v0.0.0-20160310174837-449fdfce4d96/go.mod h1:Qh8CwZ
+ github.com/docopt/docopt-go v0.0.0-20180111231733-ee0de3bc6815/go.mod h1:WwZ+bS3ebgob9U8Nd0kOddGdZWjyMGR8Wziv+TBNwSE=
+ github.com/elazarl/goproxy v0.0.0-20180725130230-947c36da3153/go.mod h1:/Zj4wYkgs4iZTTu3o/KG3Itv/qCCa8VVMlb3i9OVuzc=
+ github.com/emicklei/go-restful v0.0.0-20170410110728-ff4f55a20633/go.mod h1:otzb+WCGbkyDHkqmQmT5YD2WR4BBwUdeQoFo8l/7tVs=
+-github.com/emicklei/go-restful/v3 v3.11.0 h1:rAQeMHw1c7zTmncogyy8VvRZwtkmkZ4FxERmMY4rD+g=
+-github.com/emicklei/go-restful/v3 v3.11.0/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
++github.com/emicklei/go-restful/v3 v3.12.2 h1:DhwDP0vY3k8ZzE0RunuJy8GhNpPL6zqLkDf9B/a0/xU=
++github.com/emicklei/go-restful/v3 v3.12.2/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
+ github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
+ github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
+ github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1mIlRU8Am5FuJP05cCM98=
+ github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
+ github.com/evanphx/json-patch v4.9.0+incompatible h1:kLcOMZeuLAJvL2BPWLMIj5oaZQobrkAqrL+WFZwQses=
+ github.com/evanphx/json-patch v4.9.0+incompatible/go.mod h1:50XU6AFN0ol/bzJsmQLiYLvXMP4fmwYFNcr97nuDLSk=
+-github.com/evanphx/json-patch/v5 v5.9.0 h1:kcBlZQbplgElYIlo/n1hJbls2z/1awpXxpRi0/FOJfg=
+-github.com/evanphx/json-patch/v5 v5.9.0/go.mod h1:VNkHZ/282BpEyt/tObQO8s5CMPmYYq14uClGH4abBuQ=
++github.com/evanphx/json-patch/v5 v5.9.11 h1:/8HVnzMq13/3x9TPvjG08wUGqBTmZBsCWzjTM0wiaDU=
++github.com/evanphx/json-patch/v5 v5.9.11/go.mod h1:3j+LviiESTElxA4p3EMKAB9HXj3/XEtnUf6OZxqIQTM=
+ github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo=
+ github.com/fsnotify/fsnotify v1.4.9/go.mod h1:znqG4EE+3YCdAaPaxE2ZRY/06pZUdp0tY4IgpuI1SZQ=
+-github.com/fsnotify/fsnotify v1.7.0 h1:8JEhPFa5W2WU7YfeZzPNqzMP6Lwt7L2715Ggo0nosvA=
+-github.com/fsnotify/fsnotify v1.7.0/go.mod h1:40Bi/Hjc2AVfZrqy+aj+yEI+/bRxZnMJyTJwOpGvigM=
+-github.com/fxamacker/cbor/v2 v2.7.0 h1:iM5WgngdRBanHcxugY4JySA0nk1wZorNOpTgCMedv5E=
+-github.com/fxamacker/cbor/v2 v2.7.0/go.mod h1:pxXPTn3joSm21Gbwsv0w9OSA2y1HFR9qXEeXQVeNoDQ=
++github.com/fsnotify/fsnotify v1.9.0 h1:2Ml+OJNzbYCTzsxtv8vKSFD9PbJjmhYF14k/jKC7S9k=
++github.com/fsnotify/fsnotify v1.9.0/go.mod h1:8jBTzvmWwFyi3Pb8djgCCO5IBqzKJ/Jwo8TRcHyHii0=
++github.com/fxamacker/cbor/v2 v2.8.0 h1:fFtUGXUzXPHTIUdne5+zzMPTfffl3RD5qYnkY40vtxU=
++github.com/fxamacker/cbor/v2 v2.8.0/go.mod h1:vM4b+DJCtHn+zz7h3FFp/hDAI9WNWCsZj23V5ytsSxQ=
+ github.com/ghodss/yaml v0.0.0-20150909031657-73d445a93680/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
+ github.com/go-gl/glfw/v3.3/glfw v0.0.0-20191125211704-12ad95a8df72/go.mod h1:tQ2UAYgL5IevRw8kRxooKSPJfGvJ9fJQFa0TUsXzTg8=
+ github.com/go-kit/kit v0.8.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as=
+@@ -80,21 +82,22 @@ github.com/go-logfmt/logfmt v0.3.0/go.mod h1:Qt1PoO58o5twSAckw1HlFXLmHsOX5/0LbT9
+ github.com/go-logfmt/logfmt v0.4.0/go.mod h1:3RMwSq7FuexP4Kalkev3ejPJsZTpXXBr9+V4qmtdjCk=
+ github.com/go-logr/logr v0.1.0/go.mod h1:ixOQHD9gLJUVQQ2ZOR7zLEifBX6tGkNJF4QyIY7sIas=
+ github.com/go-logr/logr v0.2.0/go.mod h1:z6/tIYblkpsD+a4lm/fGIIU9mZ+XfAiaFtq7xTgseGU=
+-github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
+-github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
++github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
++github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
++github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
++github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
+ github.com/go-logr/zapr v1.3.0 h1:XGdV8XW8zdwFiwOA2Dryh1gj2KRQyOOoNmBy4EplIcQ=
+ github.com/go-logr/zapr v1.3.0/go.mod h1:YKepepNBd1u/oyhd/yQmtjVXmm9uML4IXUgMOwR8/Gg=
+ github.com/go-openapi/jsonpointer v0.0.0-20160704185906-46af16f9f7b1/go.mod h1:+35s3my2LFTysnkMfxsJBAMHj/DoqoB9knIWoYG/Vk0=
+-github.com/go-openapi/jsonpointer v0.19.6 h1:eCs3fxoIi3Wh6vtgmLTOjdhSpiqphQ+DaPn38N2ZdrE=
+-github.com/go-openapi/jsonpointer v0.19.6/go.mod h1:osyAmYz/mB/C3I+WsTTSgw1ONzaLJoLCyoi6/zppojs=
++github.com/go-openapi/jsonpointer v0.21.1 h1:whnzv/pNXtK2FbX/W9yJfRmE2gsmkfahjMKB0fZvcic=
++github.com/go-openapi/jsonpointer v0.21.1/go.mod h1:50I1STOfbY1ycR8jGz8DaMeLCdXiI6aDteEdRNNzpdk=
+ github.com/go-openapi/jsonreference v0.0.0-20160704190145-13c6e3589ad9/go.mod h1:W3Z9FmVs9qj+KR4zFKmDPGiLdk1D9Rlm7cyMvf57TTg=
+-github.com/go-openapi/jsonreference v0.20.2 h1:3sVjiK66+uXK/6oQ8xgcRKcFgQ5KXa2KvnJRumpMGbE=
+-github.com/go-openapi/jsonreference v0.20.2/go.mod h1:Bl1zwGIM8/wsvqjsOQLJ/SH+En5Ap4rVB5KVcIDZG2k=
++github.com/go-openapi/jsonreference v0.21.0 h1:Rs+Y7hSXT83Jacb7kFyjn4ijOuVGSvOdF2+tg1TRrwQ=
++github.com/go-openapi/jsonreference v0.21.0/go.mod h1:LmZmgsrTkVg9LG4EaHeY8cBDslNPMo06cago5JNLkm4=
+ github.com/go-openapi/spec v0.0.0-20160808142527-6aced65f8501/go.mod h1:J8+jY1nAiCcj+friV/PDoE1/3eeccG9LYBs0tYvLOWc=
+ github.com/go-openapi/swag v0.0.0-20160704191624-1d0bd113de87/go.mod h1:DXUve3Dpr1UfpPtxFw+EFuQ41HhCWZfha5jSVRG7C7I=
+-github.com/go-openapi/swag v0.22.3/go.mod h1:UzaqsxGiab7freDnrUUra0MwWfN/q7tE4j+VcZ0yl14=
+-github.com/go-openapi/swag v0.22.4 h1:QLMzNJnMGPRNDCbySlcj1x01tzU8/9LTTL9hZZZogBU=
+-github.com/go-openapi/swag v0.22.4/go.mod h1:UzaqsxGiab7freDnrUUra0MwWfN/q7tE4j+VcZ0yl14=
++github.com/go-openapi/swag v0.23.1 h1:lpsStH0n2ittzTnbaSloVZLuB5+fvSY/+hnagBjSNZU=
++github.com/go-openapi/swag v0.23.1/go.mod h1:STZs8TbRvEQQKUA+JZNAm3EWlgaOBGpyFDqQnDHMef0=
+ github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY=
+ github.com/go-task/slim-sprig/v3 v3.0.0 h1:sUs3vkvUymDpBKi3qH1YSqBQk9+9D/8M2mN1vB6EwHI=
+ github.com/go-task/slim-sprig/v3 v3.0.0/go.mod h1:W848ghGpv3Qj3dhTPRyJypKRiqCdHZiAzKg9hl15HA8=
+@@ -103,12 +106,10 @@ github.com/gogo/protobuf v1.3.1/go.mod h1:SlYgWuQ5SjCEi6WLHjHCa1yvBfUnHcTbrrZtXP
+ github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
+ github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q=
+ github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
+-github.com/golang/glog v1.2.4 h1:CNNw5U8lSiiBk7druxtSHHTsRWcxKoac6kZKm2peBBc=
+-github.com/golang/glog v1.2.4/go.mod h1:6AhwSGph0fcJtXVM/PEHPqZlFeoLxhs7/t5UDAwmO+w=
++github.com/golang/glog v1.2.5 h1:DrW6hGnjIhtvhOIiAKT6Psh/Kd/ldepEa81DKeiRJ5I=
++github.com/golang/glog v1.2.5/go.mod h1:6AhwSGph0fcJtXVM/PEHPqZlFeoLxhs7/t5UDAwmO+w=
+ github.com/golang/groupcache v0.0.0-20190702054246-869f871628b6/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
+ github.com/golang/groupcache v0.0.0-20191227052852-215e87163ea7/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
+-github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da h1:oI5xCqsCo564l8iNU+DwB5epxmsaqB+rhGL0m5jtYqE=
+-github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
+ github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
+ github.com/golang/mock v1.2.0/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
+ github.com/golang/mock v1.3.1/go.mod h1:sBzyDLLjw3U8JLTeZvSv8jJB+tU5PVekmnlKIyFUx0Y=
+@@ -127,16 +128,18 @@ github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek
+ github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
+ github.com/google/btree v0.0.0-20180813153112-4030bb1f1f0c/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ=
+ github.com/google/btree v1.0.0/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ=
+-github.com/google/gnostic-models v0.6.8 h1:yo/ABAfM5IMRsS1VnXjTBvUb61tFIHozhlYvRgGre9I=
+-github.com/google/gnostic-models v0.6.8/go.mod h1:5n7qKqH0f5wFt+aWF8CW6pZLLNOfYuF5OpfBSENuI8U=
++github.com/google/btree v1.1.3 h1:CVpQJjYgC4VbzxeGVHfvZrv1ctoYCAI8vbl07Fcxlyg=
++github.com/google/btree v1.1.3/go.mod h1:qOPhT0dTNdNzV6Z/lhRX0YXUafgPLFUh+gZMl761Gm4=
++github.com/google/gnostic-models v0.6.9 h1:MU/8wDLif2qCXZmzncUQ/BOfxWfthHi63KqpoNbWqVw=
++github.com/google/gnostic-models v0.6.9/go.mod h1:CiWsm0s6BSQd1hRn8/QmxqB6BesYcbSZxsz9b0KuDBw=
+ github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
+ github.com/google/go-cmp v0.3.0/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
+ github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
+ github.com/google/go-cmp v0.4.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
+ github.com/google/go-cmp v0.5.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
+ github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+-github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
+-github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
++github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
++github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
+ github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
+ github.com/google/gofuzz v1.1.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
+ github.com/google/gofuzz v1.2.0 h1:xRy4A+RhZaiKjJ1bPfwQ8sedCA+YS2YcCHW6ec7JMi0=
+@@ -145,8 +148,8 @@ github.com/google/martian v2.1.0+incompatible/go.mod h1:9I4somxYTbIHy5NJKHRl3wXi
+ github.com/google/pprof v0.0.0-20181206194817-3ea8567a2e57/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc=
+ github.com/google/pprof v0.0.0-20190515194954-54271f7e092f/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc=
+ github.com/google/pprof v0.0.0-20191218002539-d4f498aebedc/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM=
+-github.com/google/pprof v0.0.0-20240525223248-4bfdf5a9a2af h1:kmjWCqn2qkEml422C2Rrd27c3VGxi6a/6HNq8QmHRKM=
+-github.com/google/pprof v0.0.0-20240525223248-4bfdf5a9a2af/go.mod h1:K1liHPHnj73Fdn/EKuT8nrFqBihUSKXoLYU0BuatOYo=
++github.com/google/pprof v0.0.0-20241029153458-d1b30febd7db h1:097atOisP2aRj7vFgYQBbFN4U4JNXUNYpxael3UzMyo=
++github.com/google/pprof v0.0.0-20241029153458-d1b30febd7db/go.mod h1:vavhavw2zAxS5dIdcRluK6cSGGPlZynqzFM8NdvU144=
+ github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI=
+ github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
+ github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
+@@ -160,8 +163,6 @@ github.com/hashicorp/golang-lru v0.5.1/go.mod h1:/m3WP610KZHVQ1SGc6re/UDhFvYD7pJ
+ github.com/hpcloud/tail v1.0.0/go.mod h1:ab1qPbhIpdTxEkNHXyeSf5vhxWSCs/tWer42PpOxQnU=
+ github.com/ianlancetaylor/demangle v0.0.0-20181102032728-5e5cf60278f6/go.mod h1:aSSvb/t6k1mPoxDqO4vJh6VOCGPwU4O0C2/Eqndh1Sc=
+ github.com/imdario/mergo v0.3.5/go.mod h1:2EnlNZ0deacrJVfApfmtdGgDfMuh/nq6Ok1EcJh5FfA=
+-github.com/imdario/mergo v0.3.12 h1:b6R2BslTbIEToALKP7LxUvijTsNI9TAe80pLWN2g/HU=
+-github.com/imdario/mergo v0.3.12/go.mod h1:jmQim1M+e3UYxmgPu/WyfjB3N3VflVyUjjjwH0dnCYA=
+ github.com/josharian/intern v1.0.0 h1:vlS4z54oSdjm0bgjRigI+G1HpF+tI+9rE5LLzOg8HmY=
+ github.com/josharian/intern v1.0.0/go.mod h1:5DoeVV0s6jJacbCEi61lwdGj/aVlrQvzHFFd8Hwg//Y=
+ github.com/json-iterator/go v1.1.6/go.mod h1:+SdeFBvtyEkXs7REEP0seUULqWtbJapLOCVDaaPEHmU=
+@@ -174,12 +175,13 @@ github.com/julienschmidt/httprouter v1.2.0/go.mod h1:SYymIcj16QtmaHHD7aYtjjsJG7V
+ github.com/kisielk/errcheck v1.2.0/go.mod h1:/BMXB+zMLi60iA8Vv6Ksmxu/1UDYcXs4uQLJ+jE2L00=
+ github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI2bnpBCr8=
+ github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
++github.com/klauspost/compress v1.18.0 h1:c/Cqfb0r+Yi+JtIEq73FWXVkRonBlf0CRNYc8Zttxdo=
++github.com/klauspost/compress v1.18.0/go.mod h1:2Pp+KzxcywXVXMr50+X0Q/Lsb43OQHYWRCY2AiWywWQ=
+ github.com/konsorten/go-windows-terminal-sequences v1.0.1/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
+ github.com/konsorten/go-windows-terminal-sequences v1.0.3/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
+ github.com/kr/logfmt v0.0.0-20140226030751-b84e30acd515/go.mod h1:+0opPa2QZZtGFBFZlji/RkVcI2GknAs/DXo4wKdlNEc=
+ github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
+ github.com/kr/pretty v0.2.0/go.mod h1:ipq/a2n7PKx3OHsz4KJII5eveXtPO4qwEXGdVfWzfnI=
+-github.com/kr/pretty v0.2.1/go.mod h1:ipq/a2n7PKx3OHsz4KJII5eveXtPO4qwEXGdVfWzfnI=
+ github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
+ github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
+ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
+@@ -188,9 +190,11 @@ github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
+ github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
+ github.com/kubevirt/device-plugin-manager v1.19.5 h1:nA9rPpQyWBNyrpqaZe2aW4PZfTBbyOgm16+O9q7FQts=
+ github.com/kubevirt/device-plugin-manager v1.19.5/go.mod h1:gPIAptDNdxXBVbq4I2eNPlLy8ZHbd24KpjNLWmpfQuU=
++github.com/kylelemons/godebug v1.1.0 h1:RPNrshWIDI6G2gRW9EHilWtl7Z6Sb1BR0xunSBf0SNc=
++github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+fNqagV/RAw=
+ github.com/mailru/easyjson v0.0.0-20160728113105-d5b7844b561a/go.mod h1:C1wdFJiN94OJF2b5HbByQZoLdCWB1Yqtg26g4irojpc=
+-github.com/mailru/easyjson v0.7.7 h1:UGYAvKxe3sBsEDzO8ZeWOSlIQfWFlxbzLZe7hwFURr0=
+-github.com/mailru/easyjson v0.7.7/go.mod h1:xzfreul335JAWq5oZzymOObrkdz5UnU4kGfJJLY9Nlc=
++github.com/mailru/easyjson v0.9.0 h1:PrnmzHw7262yW8sTBwxi1PdJA3Iw/EKBa8psRf7d9a4=
++github.com/mailru/easyjson v0.9.0/go.mod h1:1+xMtQp2MRNVL/V1bOzuP3aP8VNwRW55fQUto+XFtTU=
+ github.com/matttproud/golang_protobuf_extensions v1.0.1/go.mod h1:D8He9yQNgCq6Z5Ld7szi9bcBfOoFv/3dc6xSMkL2PC0=
+ github.com/matttproud/golang_protobuf_extensions v1.0.2-0.20181231171920-c182affec369/go.mod h1:BSXmuO+STAnVfrANrmjBb36TMTDstsz7MSK+HVaYKv4=
+ github.com/moby/term v0.0.0-20200312100748-672ec06f55cd/go.mod h1:DdlQx2hp0Ss5/fLikoLlEeIYiATotOjgB//nb973jeo=
+@@ -214,66 +218,63 @@ github.com/onsi/ginkgo v1.11.0/go.mod h1:lLunBs/Ym6LB5Z9jYTR76FiuTmxDTDusOGeTQH+
+ github.com/onsi/ginkgo v1.12.1/go.mod h1:zj2OWP4+oCPe1qIXoGWkgMRwljMUYCdkwsT2108oapk=
+ github.com/onsi/ginkgo v1.14.1 h1:jMU0WaQrP0a/YAEq8eJmJKjBoMs+pClEr1vDMlM/Do4=
+ github.com/onsi/ginkgo v1.14.1/go.mod h1:iSB4RoI2tjJc9BBv4NKIKWKya62Rps+oPG/Lv9klQyY=
+-github.com/onsi/ginkgo/v2 v2.19.0 h1:9Cnnf7UHo57Hy3k6/m5k3dRfGTMXGvxhHFvkDTCTpvA=
+-github.com/onsi/ginkgo/v2 v2.19.0/go.mod h1:rlwLi9PilAFJ8jCg9UE1QP6VBpd6/xj3SRC0d6TU0To=
++github.com/onsi/ginkgo/v2 v2.22.0 h1:Yed107/8DjTr0lKCNt7Dn8yQ6ybuDRQoMGrNFKzMfHg=
++github.com/onsi/ginkgo/v2 v2.22.0/go.mod h1:7Du3c42kxCUegi0IImZ1wUQzMBVecgIHjR1C+NkhLQo=
+ github.com/onsi/gomega v0.0.0-20170829124025-dcabb60a477c/go.mod h1:C1qb7wdrVGGVU+Z6iS04AVkA3Q65CEZX59MT0QO5uiA=
+ github.com/onsi/gomega v1.7.0/go.mod h1:ex+gbHU/CVuBBDIJjb2X0qEXbFg53c61hWP/1CpauHY=
+ github.com/onsi/gomega v1.7.1/go.mod h1:XdKZgCCFLUoM/7CFJVPcG8C1xQ1AJ0vpAezJrB7JYyY=
+ github.com/onsi/gomega v1.10.1/go.mod h1:iN09h71vgCQne3DLsj+A5owkum+a2tYe+TOCB1ybHNo=
+ github.com/onsi/gomega v1.10.2/go.mod h1:iN09h71vgCQne3DLsj+A5owkum+a2tYe+TOCB1ybHNo=
+-github.com/onsi/gomega v1.33.1 h1:dsYjIxxSR755MDmKVsaFQTE22ChNBcuuTWgkUDSubOk=
+-github.com/onsi/gomega v1.33.1/go.mod h1:U4R44UsT+9eLIaYRB2a5qajjtQYn0hauxvRm16AVYg0=
++github.com/onsi/gomega v1.36.1 h1:bJDPBO7ibjxcbHMgSCoo4Yj18UWbKDlLwX1x9sybDcw=
++github.com/onsi/gomega v1.36.1/go.mod h1:PvZbdDc8J6XJEpDK4HCuRBm8a6Fzp9/DmhC9C7yFlog=
+ github.com/peterbourgon/diskv v2.0.1+incompatible/go.mod h1:uqqh8zWWbv1HBMNONnaR/tNboyR3/BZd58JJSHlUSCU=
+ github.com/pkg/errors v0.8.0/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
+ github.com/pkg/errors v0.8.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
+ github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
+ github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
++github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
+ github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+-github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
+-github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+ github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXPKyh/dDVn+NZz0KFw=
+ github.com/prometheus/client_golang v1.0.0/go.mod h1:db9x61etRT2tGnBNRi70OPL5FsnadC4Ky3P0J6CfImo=
+ github.com/prometheus/client_golang v1.7.1/go.mod h1:PY5Wy2awLA44sXw4AOSfFBetzPP4j5+D6mVACh+pe2M=
+-github.com/prometheus/client_golang v1.19.1 h1:wZWJDwK+NameRJuPGDhlnFgx8e8HN3XHQeLaYJFJBOE=
+-github.com/prometheus/client_golang v1.19.1/go.mod h1:mP78NwGzrVks5S2H6ab8+ZZGJLZUq1hoULYBAYBw1Ho=
++github.com/prometheus/client_golang v1.22.0 h1:rb93p9lokFEsctTys46VnV1kLCDpVZ0a/Y92Vm0Zc6Q=
++github.com/prometheus/client_golang v1.22.0/go.mod h1:R7ljNsLXhuQXYZYtw6GAE9AZg8Y7vEW5scdCXrWRXC0=
+ github.com/prometheus/client_model v0.0.0-20180712105110-5c3871d89910/go.mod h1:MbSGuTsp3dbXC40dX6PRTWyKYBIrTGTE9sqQNg2J8bo=
+ github.com/prometheus/client_model v0.0.0-20190129233127-fd36f4220a90/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
+ github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
+ github.com/prometheus/client_model v0.2.0/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
+-github.com/prometheus/client_model v0.6.1 h1:ZKSh/rekM+n3CeS952MLRAdFwIKqeY8b62p8ais2e9E=
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++github.com/prometheus/client_model v0.6.2 h1:oBsgwpGs7iVziMvrGhE53c/GrLUsZdHnqNwqPLxwZyk=
++github.com/prometheus/client_model v0.6.2/go.mod h1:y3m2F6Gdpfy6Ut/GBsUqTWZqCUvMVzSfMLjcu6wAwpE=
+ github.com/prometheus/common v0.4.1/go.mod h1:TNfzLD0ON7rHzMJeJkieUDPYmFC7Snx/y86RQel1bk4=
+ github.com/prometheus/common v0.10.0/go.mod h1:Tlit/dnDKsSWFlCLTWaA1cyBgKHSMdTB80sz/V91rCo=
+-github.com/prometheus/common v0.55.0 h1:KEi6DK7lXW/m7Ig5i47x0vRzuBsHuvJdi5ee6Y3G1dc=
+-github.com/prometheus/common v0.55.0/go.mod h1:2SECS4xJG1kd8XF9IcM1gMX6510RAEL65zxzNImwdc8=
++github.com/prometheus/common v0.64.0 h1:pdZeA+g617P7oGv1CzdTzyeShxAGrTBsolKNOLQPGO4=
++github.com/prometheus/common v0.64.0/go.mod h1:0gZns+BLRQ3V6NdaerOhMbwwRbNh9hkGINtQAsP5GS8=
+ github.com/prometheus/procfs v0.0.0-20181005140218-185b4288413d/go.mod h1:c3At6R/oaqEKCNdg8wHV1ftS6bRYblBhIjjI8uT2IGk=
+ github.com/prometheus/procfs v0.0.2/go.mod h1:TjEm7ze935MbeOT/UhFTIMYKhuLP4wbCsTZCD3I8kEA=
+ github.com/prometheus/procfs v0.1.3/go.mod h1:lV6e/gmhEcM9IjHGsFOCxxuZ+z1YqCvr4OA4YeYWdaU=
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++github.com/prometheus/procfs v0.16.1 h1:hZ15bTNuirocR6u0JZ6BAHHmwS1p8B4P6MRqxtzMyRg=
++github.com/prometheus/procfs v0.16.1/go.mod h1:teAbpZRB1iIAJYREa1LsoWUXykVXA1KlTmWl8x/U+Is=
+ github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFRclV5y23lUDJ4=
+-github.com/rogpeppe/go-internal v1.12.0 h1:exVL4IDcn6na9z1rAb56Vxr+CgyK3nn3O+epU5NdKM8=
+-github.com/rogpeppe/go-internal v1.12.0/go.mod h1:E+RYuTGaKKdloAfM02xzb0FW3Paa99yedzYV+kq4uf4=
++github.com/rogpeppe/go-internal v1.13.1 h1:KvO1DLK/DRN07sQ1LQKScxyZJuNnedQ5/wKSR38lUII=
++github.com/rogpeppe/go-internal v1.13.1/go.mod h1:uMEvuHeurkdAXX61udpOXGD/AzZDWNMNyH2VO9fmH0o=
+ github.com/sirupsen/logrus v1.2.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPxbbu5VWo=
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+ github.com/sirupsen/logrus v1.6.0/go.mod h1:7uNnSEd1DgxDLC74fIahvMZmmYsHGZGEOFrfsX/uA88=
+ github.com/spf13/afero v1.2.2/go.mod h1:9ZxEEn6pIJ8Rxe320qSDBk6AsU0r9pR7Q4OcevTdifk=
+ github.com/spf13/pflag v0.0.0-20170130214245-9ff6c6923cff/go.mod h1:DYY7MBk1bdzusC3SYhjObp+wFpr4gzcvqqNjLnInEg4=
+ github.com/spf13/pflag v1.0.3/go.mod h1:DYY7MBk1bdzusC3SYhjObp+wFpr4gzcvqqNjLnInEg4=
+-github.com/spf13/pflag v1.0.5 h1:iy+VFUOCP1a+8yFto/drg2CJ5u0yRoB7fZw3DKv/JXA=
+ github.com/spf13/pflag v1.0.5/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
++github.com/spf13/pflag v1.0.6 h1:jFzHGLGAlb3ruxLB8MhbI6A8+AQX/2eW4qeyNZXNp2o=
++github.com/spf13/pflag v1.0.6/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
+ github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
+ github.com/stretchr/objx v0.1.1/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
+-github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
+-github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
++github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY=
++github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
+ github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
+ github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
+ github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
+-github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+-github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
+-github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
+-github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
+-github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
++github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA=
++github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+ github.com/x448/float16 v0.8.4 h1:qLwI1I70+NjRFUR3zs1JPUCgaCXSh3SW62uAKT1mSBM=
+ github.com/x448/float16 v0.8.4/go.mod h1:14CWIYCyZA/cWjXOioeEpHeN/83MdbZDRQHoFcYsOfg=
+ github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
+@@ -281,6 +282,18 @@ github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9dec
+ go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU=
+ go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8=
+ go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
++go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJySYA=
++go.opentelemetry.io/auto/sdk v1.1.0/go.mod h1:3wSPjt5PWp2RhlCcmmOial7AvC4DQqZb7a7wCow3W8A=
++go.opentelemetry.io/otel v1.34.0 h1:zRLXxLCgL1WyKsPVrgbSdMN4c0FMkDAskSTQP+0hdUY=
++go.opentelemetry.io/otel v1.34.0/go.mod h1:OWFPOQ+h4G8xpyjgqo4SxJYdDQ/qmRH+wivy7zzx9oI=
++go.opentelemetry.io/otel/metric v1.34.0 h1:+eTR3U0MyfWjRDhmFMxe2SsW64QrZ84AOhvqS7Y+PoQ=
++go.opentelemetry.io/otel/metric v1.34.0/go.mod h1:CEDrp0fy2D0MvkXE+dPV7cMi8tWZwX3dmaIhwPOaqHE=
++go.opentelemetry.io/otel/sdk v1.34.0 h1:95zS4k/2GOy069d321O8jWgYsW3MzVV+KuSPKp7Wr1A=
++go.opentelemetry.io/otel/sdk v1.34.0/go.mod h1:0e/pNiaMAqaykJGKbi+tSjWfNNHMTxoC9qANsCzbyxU=
++go.opentelemetry.io/otel/sdk/metric v1.34.0 h1:5CeK9ujjbFVL5c1PhLuStg1wxA7vQv7ce1EK0Gyvahk=
++go.opentelemetry.io/otel/sdk/metric v1.34.0/go.mod h1:jQ/r8Ze28zRKoNRdkjCZxfs6YvBTG1+YIqyFVFYec5w=
++go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
++go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
+ go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
+ go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
+ go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
+@@ -288,8 +301,8 @@ go.uber.org/multierr v1.1.0/go.mod h1:wR5kodmAFQ0UK8QlbwjlSNy0Z68gJhDJUG5sjR94q/
+ go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0=
+ go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN80Y=
+ go.uber.org/zap v1.10.0/go.mod h1:vwi/ZaCAaUcBkycHslxD9B2zi4UTXhF60s6SWpuDF0Q=
+-go.uber.org/zap v1.26.0 h1:sI7k6L95XOKS281NhVKOFCUNIvv9e0w4BF8N3u+tCRo=
+-go.uber.org/zap v1.26.0/go.mod h1:dtElttAiwGvoJ/vj4IwHBS/gXsEu/pZ50mUIRWuG0so=
++go.uber.org/zap v1.27.0 h1:aJMhYGrd5QSmlpLMr2MftRKl7t8J8PTZPA732ud/XR8=
++go.uber.org/zap v1.27.0/go.mod h1:GB2qFLM7cTU87MWRP2mPIjqfIDnGu+VIO4V/SdhGo2E=
+ golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4=
+ golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
+ golang.org/x/crypto v0.0.0-20190510104115-cbcb75029529/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
+@@ -302,8 +315,6 @@ golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL
+ golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8=
+ golang.org/x/exp v0.0.0-20190829153037-c13cbed26979/go.mod h1:86+5VVa7VpoJ4kLfm080zCjGlMRFzhUhsZKEZO7MGek=
+ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4=
+-golang.org/x/exp v0.0.0-20230515195305-f3d0a9c9a5cc h1:mCRnTeVUjcrhlRmO0VK8a6k6Rrf6TF9htwo2pJVSjIU=
+-golang.org/x/exp v0.0.0-20230515195305-f3d0a9c9a5cc/go.mod h1:V1LtkGg67GoY2N1AnLN78QLrzxkLyJw7RJb1gzOOz9w=
+ golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js=
+ golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
+ golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
+@@ -340,14 +351,14 @@ golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7/go.mod h1:qpuaurCH72eLCgpAm/
+ golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
+ golang.org/x/net v0.0.0-20200904194848-62affa334b73/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
+ golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
+-golang.org/x/net v0.33.0 h1:74SYHlV8BIgHIFC/LrYkOGIwL19eTYXQ5wc6TBuO36I=
+-golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=
++golang.org/x/net v0.40.0 h1:79Xs7wF06Gbdcg4kdCCIQArK11Z1hr5POQ6+fIYHNuY=
++golang.org/x/net v0.40.0/go.mod h1:y0hY0exeL2Pku80/zKK7tpntoX23cqL3Oa6njdgRtds=
+ golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
+ golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
+ golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
+ golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
+-golang.org/x/oauth2 v0.21.0 h1:tsimM75w1tF/uws5rbeHzIWxEqElMehnc+iW793zsZs=
+-golang.org/x/oauth2 v0.21.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
++golang.org/x/oauth2 v0.30.0 h1:dnDm7JmhM45NNpd8FDDeLhK6FwqbOf4MLCM9zb1BOHI=
++golang.org/x/oauth2 v0.30.0/go.mod h1:B++QgG3ZKulg6sRPGD/mqlHQs5rB3Ml9erfeDY7xKlU=
+ golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+ golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+ golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+@@ -355,6 +366,8 @@ golang.org/x/sync v0.0.0-20190227155943-e225da77a7e6/go.mod h1:RxMgew5VJxzue5/jJ
+ golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+ golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+ golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
++golang.org/x/sync v0.14.0 h1:woo0S4Yywslg6hp4eUFjTVOyKt0RookbpAHG4c1HmhQ=
++golang.org/x/sync v0.14.0/go.mod h1:1dzgHSNfp02xaA81J2MS99Qcpr2w7fw1gpm99rleRqA=
+ golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
+ golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
+ golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
+@@ -380,21 +393,21 @@ golang.org/x/sys v0.0.0-20200615200032-f1bc736245b1/go.mod h1:h1NjWce9XRLGQEsW7w
+ golang.org/x/sys v0.0.0-20200622214017-ed371f2e16b4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+ golang.org/x/sys v0.0.0-20200917073148-efd3b9a0ff20/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+ golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+-golang.org/x/sys v0.28.0 h1:Fksou7UEQUWlKvIdsqzJmUmCX3cZuD2+P3XyyzwMhlA=
+-golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+-golang.org/x/term v0.27.0 h1:WP60Sv1nlK1T6SupCHbXzSaN0b9wUmsPoRS9b61A23Q=
+-golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
++golang.org/x/sys v0.33.0 h1:q3i8TbbEz+JRD9ywIRlyRAQbM0qF7hu24q3teo2hbuw=
++golang.org/x/sys v0.33.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
++golang.org/x/term v0.32.0 h1:DR4lr0TjUs3epypdhTOkMmuF5CDFJ/8pOnbzMZPQ7bg=
++golang.org/x/term v0.32.0/go.mod h1:uZG1FhGx848Sqfsq4/DlJr3xGGsYMu/L5GW4abiaEPQ=
+ golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
+ golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
+ golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
+ golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
+-golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
+-golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
++golang.org/x/text v0.25.0 h1:qVyWApTSYLk/drJRO5mDlNYskwQznZmkpV2c8q9zls4=
++golang.org/x/text v0.25.0/go.mod h1:WEdwpYrmk1qmdHvhkSTNPm3app7v4rsT8F2UD6+VHIA=
+ golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
+ golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
+ golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
+-golang.org/x/time v0.3.0 h1:rg5rLMjNzMS1RkNLzCG38eapWhnYLFYXDXj2gOlr8j4=
+-golang.org/x/time v0.3.0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
++golang.org/x/time v0.11.0 h1:/bpjEDfN9tkoN/ryeYHnv5hcMlc8ncjMcM4XBk5NWV0=
++golang.org/x/time v0.11.0/go.mod h1:CDIdPxbZBQxdj6cxyCIdrNogrJKMJ7pr37NYpMcMDSg=
+ golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
+ golang.org/x/tools v0.0.0-20181011042414-1f849cf54d09/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
+ golang.org/x/tools v0.0.0-20181030221726-6c7e314b6563/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
+@@ -418,14 +431,14 @@ golang.org/x/tools v0.0.0-20191125144606-a911d9008d1f/go.mod h1:b+2E5dAYhXwXZwtn
+ golang.org/x/tools v0.0.0-20191227053925-7b8e75db28f4/go.mod h1:TB2adYChydJhpapKDTa4BR/hXlZSLoq2Wpct/0txZ28=
+ golang.org/x/tools v0.0.0-20200619180055-7c47624df98f/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
+ golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
+-golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d h1:vU5i/LfpvrRCpgM/VPfJLg5KjxD3E+hfT1SH+d9zLwg=
+-golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
++golang.org/x/tools v0.33.0 h1:4qz2S3zmRxbGIhDIAgjxvFutSvH5EfnsYrRBj0UI0bc=
++golang.org/x/tools v0.33.0/go.mod h1:CIJMaWEY88juyUfo7UbgPqbC8rU2OqfAV1h2Qp0oMYI=
+ golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+ golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+ golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+ golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+-gomodules.xyz/jsonpatch/v2 v2.4.0 h1:Ci3iUJyx9UeRx7CeFN8ARgGbkESwJK+KB9lLcWxY/Zw=
+-gomodules.xyz/jsonpatch/v2 v2.4.0/go.mod h1:AH3dM2RI6uoBZxn3LVrfvJ3E0/9dG4cSrbuBJT4moAY=
++gomodules.xyz/jsonpatch/v2 v2.5.0 h1:JELs8RLM12qJGXU4u/TO3V25KW8GreMKl9pdkk14RM0=
++gomodules.xyz/jsonpatch/v2 v2.5.0/go.mod h1:AH3dM2RI6uoBZxn3LVrfvJ3E0/9dG4cSrbuBJT4moAY=
+ google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE=
+ google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M=
+ google.golang.org/api v0.8.0/go.mod h1:o4eAsZoiT+ibD93RtjEohWalFOjRDx6CVaqeizhEnKg=
+@@ -447,8 +460,8 @@ google.golang.org/genproto v0.0.0-20190911173649-1774047e7e51/go.mod h1:IbNlFCBr
+ google.golang.org/genproto v0.0.0-20191230161307-f3c370f40bfb/go.mod h1:n3cpQtvxv34hfy77yVDNjmbRyujviMdxYliBSkLhpCc=
+ google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
+ google.golang.org/genproto v0.0.0-20200916143405-f6a2fa72f0c4/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
+-google.golang.org/genproto/googleapis/rpc v0.0.0-20240701130421-f6361c86f094 h1:BwIjyKYGsK9dMCBOorzRri8MQwmi7mT9rGHsCEinZkA=
+-google.golang.org/genproto/googleapis/rpc v0.0.0-20240701130421-f6361c86f094/go.mod h1:Ue6ibwXGpU+dqIcODieyLOcgj7z8+IcskoNIgZxtrFY=
++google.golang.org/genproto/googleapis/rpc v0.0.0-20250528174236-200df99c418a h1:v2PbRU4K3llS09c7zodFpNePeamkAwG3mPrAery9VeE=
++google.golang.org/genproto/googleapis/rpc v0.0.0-20250528174236-200df99c418a/go.mod h1:qQ0YXyHHx3XkvlzUtpXDkS29lDSafHMZBAZDc03LQ3A=
+ google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
+ google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38=
+ google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM=
+@@ -457,8 +470,8 @@ google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQ
+ google.golang.org/grpc v1.26.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
+ google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
+ google.golang.org/grpc v1.32.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
+-google.golang.org/grpc v1.65.0 h1:bs/cUb4lp1G5iImFFd3u5ixQzweKizoZJAwBNLR42lc=
+-google.golang.org/grpc v1.65.0/go.mod h1:WgYC2ypjlB0EiQi6wdKixMqukr6lBc0Vo+oOgjrM5ZQ=
++google.golang.org/grpc v1.72.2 h1:TdbGzwb82ty4OusHWepvFWGLgIbNo1/SUynEN0ssqv8=
++google.golang.org/grpc v1.72.2/go.mod h1:wH5Aktxcg25y1I3w7H69nHfXdOG3UiadoBtjh3izSDM=
+ google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
+ google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
+ google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
+@@ -469,8 +482,8 @@ google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2
+ google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
+ google.golang.org/protobuf v1.24.0/go.mod h1:r/3tXBNzIEhYS9I1OUVjXDlt8tc493IdKGjtUeSXeh4=
+ google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
+-google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg=
+-google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw=
++google.golang.org/protobuf v1.36.6 h1:z1NpPI8ku2WgiWnf+t9wTPsn6eP1L7ksHUlkfLvd9xY=
++google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
+ gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
+ gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+ gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+@@ -491,9 +504,6 @@ gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+ gopkg.in/yaml.v2 v2.2.5/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+ gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+ gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+-gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
+-gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
+-gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+ gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
+ gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+ gotest.tools v2.2.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=
+@@ -504,16 +514,16 @@ honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWh
+ honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
+ honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
+ k8s.io/api v0.19.2/go.mod h1:IQpK0zFQ1xc5iNIQPqzgoOwuFugaYHK4iCknlAQP9nI=
+-k8s.io/api v0.31.0 h1:b9LiSjR2ym/SzTOlfMHm1tr7/21aD7fSkqgD/CVJBCo=
+-k8s.io/api v0.31.0/go.mod h1:0YiFF+JfFxMM6+1hQei8FY8M7s1Mth+z/q7eF1aJkTE=
+-k8s.io/apiextensions-apiserver v0.31.0 h1:fZgCVhGwsclj3qCw1buVXCV6khjRzKC5eCFt24kyLSk=
+-k8s.io/apiextensions-apiserver v0.31.0/go.mod h1:b9aMDEYaEe5sdK+1T0KU78ApR/5ZVp4i56VacZYEHxk=
++k8s.io/api v0.33.1 h1:tA6Cf3bHnLIrUK4IqEgb2v++/GYUtqiu9sRVk3iBXyw=
++k8s.io/api v0.33.1/go.mod h1:87esjTn9DRSRTD4fWMXamiXxJhpOIREjWOSjsW1kEHw=
++k8s.io/apiextensions-apiserver v0.33.0 h1:d2qpYL7Mngbsc1taA4IjJPRJ9ilnsXIrndH+r9IimOs=
++k8s.io/apiextensions-apiserver v0.33.0/go.mod h1:VeJ8u9dEEN+tbETo+lFkwaaZPg6uFKLGj5vyNEwwSzc=
+ k8s.io/apimachinery v0.19.2/go.mod h1:DnPGDnARWFvYa3pMHgSxtbZb7gpzzAZ1pTfaUNDVlmA=
+-k8s.io/apimachinery v0.31.0 h1:m9jOiSr3FoSSL5WO9bjm1n6B9KROYYgNZOb4tyZ1lBc=
+-k8s.io/apimachinery v0.31.0/go.mod h1:rsPdaZJfTfLsNJSQzNHQvYoTmxhoOEofxtOsF3rtsMo=
++k8s.io/apimachinery v0.33.1 h1:mzqXWV8tW9Rw4VeW9rEkqvnxj59k1ezDUl20tFK/oM4=
++k8s.io/apimachinery v0.33.1/go.mod h1:BHW0YOu7n22fFv/JkYOEfkUYNRN0fj0BlvMFWA7b+SM=
+ k8s.io/client-go v0.19.2/go.mod h1:S5wPhCqyDNAlzM9CnEdgTGV4OqhsW3jGO1UM1epwfJA=
+-k8s.io/client-go v0.31.0 h1:QqEJzNjbN2Yv1H79SsS+SWnXkBgVu4Pj3CJQgbx0gI8=
+-k8s.io/client-go v0.31.0/go.mod h1:Y9wvC76g4fLjmU0BA+rV+h2cncoadjvjjkkIGoTLcGU=
++k8s.io/client-go v0.33.1 h1:ZZV/Ks2g92cyxWkRRnfUDsnhNn28eFpt26aGc8KbXF4=
++k8s.io/client-go v0.33.1/go.mod h1:JAsUrl1ArO7uRVFWfcj6kOomSlCv+JpvIsp6usAGefA=
+ k8s.io/component-base v0.19.2/go.mod h1:g5LrsiTiabMLZ40AR6Hl45f088DevyGY+cCE2agEIVo=
+ k8s.io/gengo v0.0.0-20200413195148-3a45101e95ac/go.mod h1:ezvh/TsK7cY6rbqRK0oQQ8IAqLxYwwyPxAX1Pzy0ii0=
+ k8s.io/klog/v2 v2.0.0/go.mod h1:PBfzABfn139FHAV07az/IF9Wp1bkk3vpT2XSJ76fSDE=
+@@ -521,22 +531,25 @@ k8s.io/klog/v2 v2.2.0/go.mod h1:Od+F08eJP+W3HUb4pSrPpgp9DGU4GzlpG/TmITuYh/Y=
+ k8s.io/klog/v2 v2.130.1 h1:n9Xl7H1Xvksem4KFG4PYbdQCQxqc/tTUyrgXaOhHSzk=
+ k8s.io/klog/v2 v2.130.1/go.mod h1:3Jpz1GvMt720eyJH1ckRHK1EDfpxISzJ7I9OYgaDtPE=
+ k8s.io/kube-openapi v0.0.0-20200805222855-6aeccd4b50c6/go.mod h1:UuqjUnNftUyPE5H64/qeyjQoUZhGpeFDVdxjTeEVN2o=
+-k8s.io/kube-openapi v0.0.0-20240228011516-70dd3763d340 h1:BZqlfIlq5YbRMFko6/PM7FjZpUb45WallggurYhKGag=
+-k8s.io/kube-openapi v0.0.0-20240228011516-70dd3763d340/go.mod h1:yD4MZYeKMBwQKVht279WycxKyM84kkAx2DPrTXaeb98=
++k8s.io/kube-openapi v0.0.0-20250318190949-c8a335a9a2ff h1:/usPimJzUKKu+m+TE36gUyGcf03XZEP0ZIKgKj35LS4=
++k8s.io/kube-openapi v0.0.0-20250318190949-c8a335a9a2ff/go.mod h1:5jIi+8yX4RIb8wk3XwBo5Pq2ccx4FP10ohkbSKCZoK8=
+ k8s.io/kubelet v0.19.2/go.mod h1:FHHoByVWzh6kNaarXaDPAa751Oz6REcOVRyFT84L1Is=
+-k8s.io/kubelet v0.31.0 h1:IlfkBy7QTojGEm97GuVGhtli0HL/Pgu4AdayiF76yWo=
+-k8s.io/kubelet v0.31.0/go.mod h1:s+OnqnfdIh14PFpUb7NgzM53WSYXcczA3w/1qSzsRc8=
++k8s.io/kubelet v0.33.1 h1:x4LCw1/iZVWOKA4RoITnuB8gMHnw31HPB3S0EF0EexE=
++k8s.io/kubelet v0.33.1/go.mod h1:8WpdC9M95VmsqIdGSQrajXooTfT5otEj8pGWOm+KKfQ=
+ k8s.io/utils v0.0.0-20200729134348-d5654de09c73/go.mod h1:jPW/WVKK9YHAvNhRxK0md/EJ228hCsBRufyofKtW8HA=
+-k8s.io/utils v0.0.0-20240711033017-18e509b52bc8 h1:pUdcCO1Lk/tbT5ztQWOBi5HBgbBP1J8+AsQnQCKsi8A=
+-k8s.io/utils v0.0.0-20240711033017-18e509b52bc8/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
++k8s.io/utils v0.0.0-20250502105355-0f33e8f1c979 h1:jgJW5IePPXLGB8e/1wvd0Ich9QE97RvvF3a8J3fP/Lg=
++k8s.io/utils v0.0.0-20250502105355-0f33e8f1c979/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
+ rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
+-sigs.k8s.io/controller-runtime v0.19.0 h1:nWVM7aq+Il2ABxwiCizrVDSlmDcshi9llbaFbC0ji/Q=
+-sigs.k8s.io/controller-runtime v0.19.0/go.mod h1:iRmWllt8IlaLjvTTDLhRBXIEtkCK6hwVBJJsYS9Ajf4=
+-sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd h1:EDPBXCAspyGV4jQlpZSudPeMmr1bNJefnuqLsRAsHZo=
+-sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd/go.mod h1:B8JuhiUyNFVKdsE8h686QcCxMaH6HrOAZj4vswFpcB0=
++sigs.k8s.io/controller-runtime v0.21.0 h1:CYfjpEuicjUecRk+KAeyYh+ouUBn4llGyDYytIGcJS8=
++sigs.k8s.io/controller-runtime v0.21.0/go.mod h1:OSg14+F65eWqIu4DceX7k/+QRAbTTvxeQSNSOQpukWM=
++sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 h1:gBQPwqORJ8d8/YNZWEjoZs7npUVDpVXUUOFfW6CgAqE=
++sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8/go.mod h1:mdzfpAEoE6DHQEN0uh9ZbOCuHbLK5wOm7dK4ctXE9Tg=
++sigs.k8s.io/randfill v0.0.0-20250304075658-069ef1bbf016/go.mod h1:XeLlZ/jmk4i1HRopwe7/aU3H5n1zNUcX6TM94b3QxOY=
++sigs.k8s.io/randfill v1.0.0 h1:JfjMILfT8A6RbawdsK2JXGBR5AQVfd+9TbzrlneTyrU=
++sigs.k8s.io/randfill v1.0.0/go.mod h1:XeLlZ/jmk4i1HRopwe7/aU3H5n1zNUcX6TM94b3QxOY=
+ sigs.k8s.io/structured-merge-diff/v4 v4.0.1/go.mod h1:bJZC9H9iH24zzfZ/41RGcq60oK1F7G282QMXDPYydCw=
+-sigs.k8s.io/structured-merge-diff/v4 v4.4.1 h1:150L+0vs/8DA78h1u02ooW1/fFq/Lwr+sGiqlzvrtq4=
+-sigs.k8s.io/structured-merge-diff/v4 v4.4.1/go.mod h1:N8hJocpFajUSSeSJ9bOZ77VzejKZaXsTtZo4/u7Io08=
++sigs.k8s.io/structured-merge-diff/v4 v4.7.0 h1:qPeWmscJcXP0snki5IYF79Z8xrl8ETFxgMd7wez1XkI=
++sigs.k8s.io/structured-merge-diff/v4 v4.7.0/go.mod h1:dDy58f92j70zLsuZVuUX5Wp9vtxXpaZnkPGWeqDfCps=
+ sigs.k8s.io/yaml v1.1.0/go.mod h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o=
+ sigs.k8s.io/yaml v1.2.0/go.mod h1:yfXDCHCao9+ENCvLSE62v9VSji2MKu5jeNfTrofGhJc=
+ sigs.k8s.io/yaml v1.4.0 h1:Mk1wCc2gy/F0THH0TAp1QYyJNzRm2KCLy3o5ASXVI5E=
+-- 
+2.34.1
+
diff --git a/src/device-plugin/build/k8s-rocm-device-plugin.k8s.dockerfile b/src/device-plugin/build/k8s-rocm-device-plugin.k8s.dockerfile
new file mode 100644
index 00000000..87739bb8
--- /dev/null
+++ b/src/device-plugin/build/k8s-rocm-device-plugin.k8s.dockerfile
@@ -0,0 +1,39 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM docker.io/golang:1.24.3-alpine3.21 as builder
+
+ARG TARGETOS
+ARG TARGETARCH
+
+ARG GOOS=${TARGETOS}
+ARG GOARCH=${TARGETARCH}
+
+RUN apk --no-cache add git pkgconfig build-base libdrm-dev
+RUN apk --no-cache add hwloc-dev --repository=http://dl-cdn.alpinelinux.org/alpine/edge/community
+
+RUN mkdir -p /go/src/github.com/ROCm/k8s-device-plugin
+RUN git clone --branch v1.31.0.7 --single-branch https://github.com/ROCm/k8s-device-plugin.git /go/src/github.com/ROCm/k8s-device-plugin
+
+COPY ./build/k8s-rocm-device-plugin-patches/0001-update-toolchain-to-1.24-with-package-updates.patch /go/src/github.com/ROCm/k8s-device-plugin
+
+WORKDIR /go/src/github.com/ROCm/k8s-device-plugin
+RUN git apply ./0001-update-toolchain-to-1.24-with-package-updates.patch
+
+WORKDIR /go/src/github.com/ROCm/k8s-device-plugin/cmd/k8s-device-plugin
+
+RUN go mod vendor
+
+RUN go install \
+    -ldflags="-X main.gitDescribe=$(git -C /go/src/github.com/ROCm/k8s-device-plugin/ describe --always --long --dirty)"
+
+FROM alpine:3.21.3
+
+RUN apk --no-cache add ca-certificates libdrm
+RUN apk --no-cache add hwloc --repository=http://dl-cdn.alpinelinux.org/alpine/edge/community
+WORKDIR /root/
+COPY --from=builder /go/bin/k8s-device-plugin .
+
+RUN apk update && apk upgrade && rm -rf /var/cache/apk/*
+
+CMD ["./k8s-device-plugin", "-logtostderr=true", "-stderrthreshold=INFO", "-v=5"]
diff --git a/src/device-plugin/deploy/device-plugin.yaml b/src/device-plugin/deploy/device-plugin.yaml.template
similarity index 82%
rename from src/device-plugin/deploy/device-plugin.yaml
rename to src/device-plugin/deploy/device-plugin.yaml.template
index 5128dd58..05f1d877 100644
--- a/src/device-plugin/deploy/device-plugin.yaml
+++ b/src/device-plugin/deploy/device-plugin.yaml.template
@@ -29,16 +29,15 @@ spec:
       name: k8s-host-device-plugin-ds
   template:
     metadata:
-      annotations:
-        scheduler.alpha.kubernetes.io/critical-pod: ""
       labels:
         name: k8s-host-device-plugin-ds
     spec:
+      priorityClassName: pai-daemon-priority
       tolerations:
       - key: CriticalAddonsOnly
         operator: Exists
       containers:
-      - image: everpeace/k8s-host-device-plugin:latest
+      - image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}k8s-host-device-plugin:{{ cluster_cfg["cluster"]["docker-registry"]["tag"] }}
         name: k8s-host-device-plugin-ctr
         securityContext:
           privileged: true
@@ -62,3 +61,5 @@ spec:
             items:
             - key: config.json
               path: config.json
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
diff --git a/src/device-plugin/deploy/service.yaml b/src/device-plugin/deploy/service.yaml
index 8babf14d..41c2c576 100644
--- a/src/device-plugin/deploy/service.yaml
+++ b/src/device-plugin/deploy/service.yaml
@@ -25,6 +25,7 @@ prerequisite:
 template-list:
   - start.sh
   - delete.sh
+  - device-plugin.yaml
 
 start-script: start.sh
 stop-script: stop.sh
diff --git a/src/device-plugin/deploy/start.sh.template b/src/device-plugin/deploy/start.sh.template
index bf67fb51..91b8b598 100644
--- a/src/device-plugin/deploy/start.sh.template
+++ b/src/device-plugin/deploy/start.sh.template
@@ -29,8 +29,19 @@ pushd $(dirname "$0") > /dev/null
 # Begin: NVIDIA GPU device plugin
 {% if 'nvidia.com/gpu' in cluster_cfg['device-plugin']['devices'] %}
 
-curl -s https://raw.githubusercontent.com/NVIDIA/k8s-device-plugin/v0.15.0/deployments/static/nvidia-device-plugin.yml \
-    | kubectl apply --overwrite=true -f - || exit $?
+{ curl -s https://raw.githubusercontent.com/NVIDIA/k8s-device-plugin/v0.15.0/deployments/static/nvidia-device-plugin.yml \
+| sed 's|nvcr.io/nvidia/k8s-device-plugin:v0.15.0|{{ cluster_cfg['cluster']['docker-registry']['prefix'] }}k8s-nvidia-device-plugin:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}|' \
+| sed -E '/^[[:space:]]*allowPrivilegeEscalation: false/ {
+    h
+    s/^([[:space:]]*)allowPrivilegeEscalation: false.*$/\1privileged: false/
+    G
+    s/(^[[:space:]]*allowPrivilegeEscalation: false.*)\n([[:space:]]*privileged: false)/\1\n\2/
+}';
+  cat <<'YAML'
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
+YAML
+} | kubectl apply --overwrite=true -f - || exit $?
 
 {% endif %}
 # End: NVIDIA GPU device plugin
@@ -38,8 +49,13 @@ curl -s https://raw.githubusercontent.com/NVIDIA/k8s-device-plugin/v0.15.0/deplo
 # Begin: AMD GPU device plugin
 {% if 'amd.com/gpu' in cluster_cfg['device-plugin']['devices'] %}
 
-curl -s https://raw.githubusercontent.com/ROCm/k8s-device-plugin/master/k8s-ds-amdgpu-dp.yaml \
-    | kubectl apply --overwrite=true -f - || exit $?
+{ curl -s https://raw.githubusercontent.com/ROCm/k8s-device-plugin/master/k8s-ds-amdgpu-dp.yaml \
+| sed 's|rocm/k8s-device-plugin|{{ cluster_cfg['cluster']['docker-registry']['prefix'] }}k8s-rocm-device-plugin:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}|';
+  cat <<'YAML'
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
+YAML
+} | kubectl apply --overwrite=true -f - || exit $?
 
 {% endif %}
 # End: AMD GPU device plugin
@@ -67,9 +83,13 @@ kubectl apply --overwrite=true -f device-plugin.yaml || exit $?
 {% if 'rdma/hca' in cluster_cfg['device-plugin']['devices'] %}
 
 kubectl apply --overwrite=true -f rdma-devices.yaml || exit $?
-curl -s https://raw.githubusercontent.com/Mellanox/k8s-rdma-shared-dev-plugin/v1.4.0/deployment/k8s/base/daemonset.yaml \
-    | sed 's|ghcr.io/mellanox/k8s-rdma-shared-dev-plugin|ghcr.io/mellanox/k8s-rdma-shared-dev-plugin@sha256:2839e34107c96eb52944edcff66133c1a83ba302dd044489b39e86aca505be35|' \
-    | kubectl apply --overwrite=true -f - || exit $?
+{ curl -s https://raw.githubusercontent.com/Mellanox/k8s-rdma-shared-dev-plugin/v1.4.0/deployment/k8s/base/daemonset.yaml \
+| sed 's|ghcr.io/mellanox/k8s-rdma-shared-dev-plugin|{{ cluster_cfg['cluster']['docker-registry']['prefix'] }}k8s-rdma-shared-dev-plugin:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}|';
+  cat <<'YAML'
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
+YAML
+} | kubectl apply --overwrite=true -f - || exit $?
 
 {% endif %}
 
diff --git a/src/fluentd/build/fluentd.k8s.dockerfile b/src/fluentd/build/fluentd.k8s.dockerfile
index fdca38ad..be48370d 100644
--- a/src/fluentd/build/fluentd.k8s.dockerfile
+++ b/src/fluentd/build/fluentd.k8s.dockerfile
@@ -1,47 +1,50 @@
-# Copyright (c) Microsoft Corporation
-# All rights reserved.
-#
-# MIT License
-#
-# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
-# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
-# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
-# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
-# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
-#
-# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
-# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
-# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
-# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
-FROM fluent/fluentd:v1.17.1-1.0
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM fluent/fluentd:v1.17.1-debian-1.0
 
 USER root
-RUN apk add --no-cache --update --virtual .build-deps \
-        sudo build-base ruby-dev make gcc libc-dev postgresql-dev git \
- && apk add --no-cache --update libpq \
- && sudo gem install fluent-plugin-concat \
- && gem install fluent-plugin-parser-cri --no-document \
- && sudo gem install bundler -v 2.3.27 \
- && sudo gem install rake pg \
- && sudo apk add ruby-bigdecimal
+
+# workaround different system page sizes by disabling jemalloc
+ENV LD_PRELOAD="" \
+    DEBIAN_FRONTEND=noninteractive
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+    build-essential \
+    ruby-dev \
+    make \
+    gcc \
+    libc6-dev \
+    libpq-dev \
+    libpq5 \
+    postgresql-client \
+    git \
+    ca-certificates
+
+RUN gem install fluent-plugin-concat && \
+    gem install fluent-plugin-parser-cri --no-document && \
+    gem install bundler -v 2.3.27 && \
+    gem install rake && \
+    gem install pg -v 1.5.9 && \
+    gem install bigdecimal --no-document
 
 # Build fluent-plugin-pgjson from scratch
 # Original fluent-plugin-pgjson is from https://github.com/fluent-plugins-nursery/fluent-plugin-pgjson
-# Original plugin cannot retry connecting when database connection is lost, 
+# Original plugin cannot retry connecting when database connection is lost,
 # and is not thread-safe. These two problems are fixed by modifying codes.
 COPY src/fluent-plugin-pgjson /fluent-plugin-pgjson
 RUN cd /fluent-plugin-pgjson && \
-      git init && \
-      git add . && \
-      rake build && \
-      gem install --local ./pkg/fluent-plugin-pgjson-1.0.0.gem && \
-      rm -rf /fluent-plugin-pgjson
+    git init && \
+    git add . && \
+    rake build && \
+    gem install --local ./pkg/fluent-plugin-pgjson-1.0.0.gem && \
+    rm -rf /fluent-plugin-pgjson
 
 # cleanup
-RUN sudo gem sources --clear-all \
- && apk del .build-deps \
- && rm -rf /tmp/* /var/tmp/* /usr/lib/ruby/gems/*/cache/*.gem
+RUN gem sources --clear-all && \
+    rm -rf /tmp/* /var/tmp/* /usr/lib/ruby/gems/*/cache/*.gem && \
+    apt-get purge -y --auto-remove build-essential make gcc libc6-dev libpq-dev && \
+    apt-get upgrade -y && rm -rf /var/lib/apt/lists/*
 
 COPY build/fluent.conf /fluentd/etc/
diff --git a/src/fluentd/config/fluentd.py b/src/fluentd/config/fluentd.py
index 97c65c4d..29e3fca1 100644
--- a/src/fluentd/config/fluentd.py
+++ b/src/fluentd/config/fluentd.py
@@ -1,4 +1,8 @@
 #!/usr/bin/env python
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import logging
 
 
diff --git a/src/fluentd/src/fluent-plugin-pgjson/test/helper.rb b/src/fluentd/src/fluent-plugin-pgjson/test/helper.rb
index 68fcc05b..fff369ec 100644
--- a/src/fluentd/src/fluent-plugin-pgjson/test/helper.rb
+++ b/src/fluentd/src/fluent-plugin-pgjson/test/helper.rb
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 require "bundler/setup"
 require "test/unit"
 
diff --git a/src/fluentd/src/fluent-plugin-pgjson/test/plugin/test_out.rb b/src/fluentd/src/fluent-plugin-pgjson/test/plugin/test_out.rb
index 12df2b97..c332d9c7 100644
--- a/src/fluentd/src/fluent-plugin-pgjson/test/plugin/test_out.rb
+++ b/src/fluentd/src/fluent-plugin-pgjson/test/plugin/test_out.rb
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 require "pg"
 require "securerandom"
 require "helper"
diff --git a/src/frameworkcontroller/build/frameworkbarrier.common.dockerfile b/src/frameworkcontroller/build/frameworkbarrier.common.dockerfile
new file mode 100644
index 00000000..59d89004
--- /dev/null
+++ b/src/frameworkcontroller/build/frameworkbarrier.common.dockerfile
@@ -0,0 +1,46 @@
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+FROM golang:1.24.9-alpine3.21 as builder
+
+ENV GOPATH=/go
+ENV PROJECT_DIR=/src
+ENV INSTALL_DIR=/opt/frameworkcontroller/frameworkbarrier
+
+RUN apk update && apk add --no-cache bash && \
+  mkdir -p ${PROJECT_DIR} ${INSTALL_DIR}
+COPY src ${PROJECT_DIR}
+RUN ${PROJECT_DIR}/build/frameworkbarrier/go-build.sh && \
+  mv ${PROJECT_DIR}/dist/frameworkbarrier/* ${INSTALL_DIR}
+
+
+FROM alpine:3.21
+
+ENV INSTALL_DIR=/opt/frameworkcontroller/frameworkbarrier
+
+RUN apk update && apk add --no-cache bash
+RUN apk upgrade --no-cache
+
+COPY --from=builder ${INSTALL_DIR} ${INSTALL_DIR}
+WORKDIR ${INSTALL_DIR}
+
+ENTRYPOINT ["./start.sh"]
diff --git a/src/frameworkcontroller/build/frameworkcontroller.common.dockerfile b/src/frameworkcontroller/build/frameworkcontroller.common.dockerfile
new file mode 100644
index 00000000..5de69d56
--- /dev/null
+++ b/src/frameworkcontroller/build/frameworkcontroller.common.dockerfile
@@ -0,0 +1,46 @@
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+FROM golang:1.24.9-alpine3.21 as builder
+
+ENV GOPATH=/go
+ENV PROJECT_DIR=/src
+ENV INSTALL_DIR=/opt/frameworkcontroller/frameworkcontroller
+
+RUN apk update && apk add --no-cache bash && \
+  mkdir -p ${PROJECT_DIR} ${INSTALL_DIR}
+COPY src ${PROJECT_DIR}
+RUN ${PROJECT_DIR}/build/frameworkcontroller/go-build.sh && \
+  mv ${PROJECT_DIR}/dist/frameworkcontroller/* ${INSTALL_DIR}
+
+
+FROM alpine:3.21
+
+ENV INSTALL_DIR=/opt/frameworkcontroller/frameworkcontroller
+
+RUN apk update && apk add --no-cache bash
+RUN apk upgrade --no-cache
+
+COPY --from=builder ${INSTALL_DIR} ${INSTALL_DIR}
+WORKDIR ${INSTALL_DIR}
+
+ENTRYPOINT ["./start.sh"]
diff --git a/src/frameworkcontroller/deploy/frameworkcontroller.yaml.template b/src/frameworkcontroller/deploy/frameworkcontroller.yaml.template
index 8b2bbaa9..a953a3b9 100644
--- a/src/frameworkcontroller/deploy/frameworkcontroller.yaml.template
+++ b/src/frameworkcontroller/deploy/frameworkcontroller.yaml.template
@@ -33,7 +33,8 @@ spec:
       serviceAccountName: frameworkcontroller-account
       containers:
       - name: frameworkcontroller
-        image: luciaopenai.azurecr.io/luciaopenai/frameworkcontroller:latest
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}frameworkcontroller:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
       {%- if cluster_cfg['cluster']['common']['k8s-rbac'] != 'true' %}
         env:
         - name: KUBE_APISERVER_ADDRESS
@@ -50,3 +51,5 @@ spec:
       - name: frameworkcontroller-config
         configMap:
           name: frameworkcontroller-config
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
diff --git a/src/frameworkcontroller/src/bin/frameworkbarrier/start.sh b/src/frameworkcontroller/src/bin/frameworkbarrier/start.sh
new file mode 100755
index 00000000..f25e96f6
--- /dev/null
+++ b/src/frameworkcontroller/src/bin/frameworkbarrier/start.sh
@@ -0,0 +1,43 @@
+#!/bin/bash
+
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+
+cd ${BASH_DIR}
+
+./frameworkbarrier "$@"
+
+MNT_DIR=/mnt/frameworkbarrier
+
+mkdir -p ${MNT_DIR}
+
+cp -r ./framework.json ${MNT_DIR}
+cp -r ./injector.sh ${MNT_DIR}
+
+echo Succeeded to copy current Framework helper files into ${MNT_DIR}:
+cd ${MNT_DIR} && ls -lR .
diff --git a/src/frameworkcontroller/src/bin/frameworkcontroller/start.sh b/src/frameworkcontroller/src/bin/frameworkcontroller/start.sh
new file mode 100755
index 00000000..cf886108
--- /dev/null
+++ b/src/frameworkcontroller/src/bin/frameworkcontroller/start.sh
@@ -0,0 +1,33 @@
+#!/bin/bash
+
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+
+cd ${BASH_DIR}
+
+./frameworkcontroller "$@"
diff --git a/src/frameworkcontroller/src/build/frameworkbarrier/go-build.sh b/src/frameworkcontroller/src/build/frameworkbarrier/go-build.sh
new file mode 100755
index 00000000..4ec60d95
--- /dev/null
+++ b/src/frameworkcontroller/src/build/frameworkbarrier/go-build.sh
@@ -0,0 +1,46 @@
+#!/bin/bash
+
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+export GO111MODULE=on
+
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+# Ensure ${PROJECT_DIR} is ${GOPATH}/src/github.com/microsoft/frameworkcontroller
+PROJECT_DIR=${BASH_DIR}/../..
+DIST_DIR=${PROJECT_DIR}/dist/frameworkbarrier
+
+cd ${PROJECT_DIR}
+
+rm -rf ${DIST_DIR}
+mkdir -p ${DIST_DIR}
+
+go build -o ${DIST_DIR}/frameworkbarrier cmd/frameworkbarrier/*
+chmod a+x ${DIST_DIR}/frameworkbarrier
+cp -r bin/frameworkbarrier/* ${DIST_DIR}
+
+echo Succeeded to build binary distribution into ${DIST_DIR}:
+cd ${DIST_DIR} && ls -lR .
diff --git a/src/frameworkcontroller/src/build/frameworkcontroller/go-build.sh b/src/frameworkcontroller/src/build/frameworkcontroller/go-build.sh
new file mode 100755
index 00000000..4fa04f41
--- /dev/null
+++ b/src/frameworkcontroller/src/build/frameworkcontroller/go-build.sh
@@ -0,0 +1,47 @@
+#!/bin/bash
+
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+export GO111MODULE=on
+
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+# Ensure ${PROJECT_DIR} is ${GOPATH}/src/github.com/microsoft/frameworkcontroller
+PROJECT_DIR=${BASH_DIR}/../..
+DIST_DIR=${PROJECT_DIR}/dist/frameworkcontroller
+
+cd ${PROJECT_DIR}
+
+rm -rf ${DIST_DIR}
+mkdir -p ${DIST_DIR}
+
+go build  -o ${DIST_DIR}/frameworkcontroller cmd/frameworkcontroller/*
+chmod a+x ${DIST_DIR}/frameworkcontroller
+cp -r bin/frameworkcontroller/* ${DIST_DIR}
+cp -r example/config/default/frameworkcontroller.yaml ${DIST_DIR}
+
+echo Succeeded to build binary distribution into ${DIST_DIR}:
+cd ${DIST_DIR} && ls -lR .
diff --git a/src/frameworkcontroller/src/cmd/frameworkbarrier/main.go b/src/frameworkcontroller/src/cmd/frameworkbarrier/main.go
new file mode 100644
index 00000000..8debff4f
--- /dev/null
+++ b/src/frameworkcontroller/src/cmd/frameworkbarrier/main.go
@@ -0,0 +1,39 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package main
+
+import (
+	"context"
+
+	"github.com/microsoft/frameworkcontroller/pkg/barrier"
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+)
+
+func init() {
+	common.InitAll()
+}
+
+func main() {
+	ctx := common.ContextWithCancelOnSignal(context.Background())
+	barrier.NewFrameworkBarrier().Run(ctx)
+}
diff --git a/src/frameworkcontroller/src/cmd/frameworkcontroller/main.go b/src/frameworkcontroller/src/cmd/frameworkcontroller/main.go
new file mode 100644
index 00000000..cef32c8a
--- /dev/null
+++ b/src/frameworkcontroller/src/cmd/frameworkcontroller/main.go
@@ -0,0 +1,39 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package main
+
+import (
+	"context"
+
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+	"github.com/microsoft/frameworkcontroller/pkg/controller"
+)
+
+func init() {
+	common.InitAll()
+}
+
+func main() {
+	ctx := common.ContextWithCancelOnSignal(context.Background())
+	controller.NewFrameworkController().Run(ctx, common.NewStopChannel())
+}
diff --git a/src/frameworkcontroller/src/doc/architecture.svg b/src/frameworkcontroller/src/doc/architecture.svg
new file mode 100644
index 00000000..ce6eccde
--- /dev/null
+++ b/src/frameworkcontroller/src/doc/architecture.svg
@@ -0,0 +1,196 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ev="http://www.w3.org/2001/xml-events"
+		width="6.16528in" height="4.36635in" viewBox="0 0 443.9 314.377" xml:space="preserve" color-interpolation-filters="sRGB"
+		class="st23">
+	<title>FrameworkController Architecture</title>
+
+	<style type="text/css">
+	<![CDATA[
+		.st1 {marker-end:url(#mrkr1-6);stroke:#000000;stroke-linecap:round;stroke-linejoin:round;stroke-width:1}
+		.st2 {fill:#000000;fill-opacity:1;stroke:#000000;stroke-opacity:1;stroke-width:0.28409090909091}
+		.st3 {fill:#ffffff;stroke:none;stroke-linecap:butt;stroke-width:7.2}
+		.st4 {fill:#000000;font-family:Calibri;font-size:0.666664em}
+		.st5 {marker-end:url(#mrkr1-6);stroke:#000000;stroke-dasharray:3,3;stroke-linecap:round;stroke-linejoin:round;stroke-width:1}
+		.st6 {visibility:visible}
+		.st7 {fill:#5b9bd5;fill-opacity:0.22;filter:url(#filter_2);stroke:#5b9bd5;stroke-opacity:0.22}
+		.st8 {fill:#bdedff;stroke:#000000;stroke-width:1}
+		.st9 {fill:#000000;font-family:Calibri;font-size:0.666664em;font-weight:bold}
+		.st10 {fill:#dae2f3;stroke:#000000;stroke-width:1}
+		.st11 {fill:#000000;font-family:Calibri;font-size:0.666664em;font-style:italic;font-weight:bold}
+		.st12 {font-size:1em;font-style:normal}
+		.st13 {fill:#ededed;stroke:#000000;stroke-width:1}
+		.st14 {fill:#ffffff;stroke:#000000;stroke-width:1}
+		.st15 {fill:#5b9bd5;fill-opacity:0.22;filter:url(#filter_2);stroke:#5b9bd5;stroke-dasharray:3,3;stroke-opacity:0.22}
+		.st16 {fill:#ffffff;stroke:#000000;stroke-dasharray:3,3;stroke-width:1}
+		.st17 {fill:#ffffff;stroke:none;stroke-linecap:butt}
+		.st18 {fill:#fad3b8;stroke:#000000;stroke-width:1}
+		.st19 {font-size:1em}
+		.st20 {fill:#fbe5d5;stroke:#000000;stroke-width:1}
+		.st21 {fill:#cde3bf;stroke:#000000;stroke-width:1}
+		.st22 {fill:#e2efd9;stroke:#000000;stroke-width:1}
+		.st23 {fill:none;fill-rule:evenodd;font-size:12px;overflow:visible;stroke-linecap:square;stroke-miterlimit:3}
+	]]>
+	</style>
+
+	<defs id="Markers">
+		<g id="lend1">
+			<path d="M 1 -1 L 0 0 L 1 1 " style="stroke-linecap:round;stroke-linejoin:round;fill:none"/>
+		</g>
+		<marker id="mrkr1-6" class="st2" orient="auto" markerUnits="strokeWidth" overflow="visible">
+			<use xlink:href="#lend1" transform="scale(-3.52,-3.52) "/>
+		</marker>
+	</defs>
+	<defs id="Filters">
+		<filter id="filter_2">
+			<feGaussianBlur stdDeviation="2"/>
+		</filter>
+	</defs>
+	<g>
+		<title>Page-1</title>
+		<g id="shape64-1" transform="translate(321.077,-143.975)">
+			<title>Dynamic connector</title>
+			<desc>3/6</desc>
+			<path d="M0 314.38 L23.85 314.38 L23.85 256.75" class="st1"/>
+			<rect x="18.2459" y="292.688" width="11.1995" height="9.59985" class="st3"/>
+			<text x="18.25" y="299.89" class="st4">3/6</text>		</g>
+		<g id="shape93-9" transform="translate(290.923,-213.475)">
+			<title>Dynamic connector.99</title>
+			<desc>2/5/8</desc>
+			<path d="M0 314.38 L-23.85 314.38 L-23.85 372" class="st1"/>
+			<rect x="-33.0178" y="326.467" width="18.3441" height="9.59985" class="st3"/>
+			<text x="-33.02" y="333.67" class="st4">2/5/8</text>		</g>
+		<g id="shape107-16" transform="translate(353.923,-271.1)">
+			<title>Dynamic connector.107</title>
+			<desc>0</desc>
+			<path d="M-9 314.38 L-9 360.13" class="st1"/>
+			<rect x="-11.0275" y="332.452" width="4.05478" height="9.59985" class="st3"/>
+			<text x="-11.03" y="339.65" class="st4">0</text>		</g>
+		<g id="shape111-23" transform="translate(66.1544,-86.35)">
+			<title>Dynamic connector.111</title>
+			<path d="M9 314.38 L9 268.63" class="st5"/>
+		</g>
+		<g id="shape112-28" transform="translate(153,-86.35)">
+			<title>Dynamic connector.112</title>
+			<path d="M0 314.38 L0 292.73 L-77.85 292.73 L-77.85 268.63" class="st5"/>
+		</g>
+		<g id="shape113-33" transform="translate(398.923,-213.475)">
+			<title>Dynamic connector.113</title>
+			<path d="M0 314.38 L6.98 314.38 L6.98 501.05 L-323.77 501.05 L-323.77 483.05" class="st1"/>
+		</g>
+		<g id="shape114-38" transform="translate(398.923,-213.475)">
+			<title>Dynamic connector.114</title>
+			<path d="M0 314.38 L6.98 314.38 L6.98 501.05 L-245.92 501.05 L-245.92 483.05" class="st1"/>
+		</g>
+		<g id="shape128-43" transform="translate(213.077,-132.1)">
+			<title>External interactor.128</title>
+			<desc>FrameworkController</desc>
+			<g id="shadow128-44" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st6">
+				<rect x="0" y="290.627" width="108" height="23.75" class="st7"/>
+			</g>
+			<rect x="0" y="290.627" width="108" height="23.75" class="st8"/>
+			<text x="18.25" y="304.9" class="st9">FrameworkController</text>		</g>
+		<g id="shape144-49" transform="translate(290.923,-213.475)">
+			<title>Dynamic connector.144</title>
+			<desc>4</desc>
+			<path d="M0 314.38 L-102.37 314.38 L-102.37 346.88 L-204.97 346.88 L-204.97 372" class="st1"/>
+			<rect x="-104.396" y="338.506" width="4.05478" height="9.59985" class="st3"/>
+			<text x="-104.4" y="345.71" class="st4">4</text>		</g>
+		<g id="shape147-56" transform="translate(21.1544,-132.1)">
+			<title>External interactor.147</title>
+			<desc>[ConfigMapObject] FrameworkAttemptInstance</desc>
+			<g id="shadow147-57" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st6">
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+		</g>
+		<g id="shape162-116" transform="translate(290.923,-44.8)">
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+			<desc>&#60;TaskRole-B&#62; &#60;TaskIndex-1&#62; [PodObject] TaskAttemptInstance</desc>
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+		<g id="shape163-125" transform="translate(213.077,-44.8)">
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+</svg>
diff --git a/src/frameworkcontroller/src/doc/deep-dive.pptx b/src/frameworkcontroller/src/doc/deep-dive.pptx
new file mode 100644
index 00000000..fb4e33b0
Binary files /dev/null and b/src/frameworkcontroller/src/doc/deep-dive.pptx differ
diff --git a/src/frameworkcontroller/src/doc/known-issue-and-upcoming-feature.md b/src/frameworkcontroller/src/doc/known-issue-and-upcoming-feature.md
new file mode 100644
index 00000000..f1792407
--- /dev/null
+++ b/src/frameworkcontroller/src/doc/known-issue-and-upcoming-feature.md
@@ -0,0 +1,17 @@
+# <a name="KnownIssueAndUpcomingFeature">Known Issue and Upcoming Feature</a>
+
+## <a name="Index">Index</a>
+   - [Internal Known Issue](#InternalKnownIssue)
+   - [External Known Issue](#ExternalKnownIssue)
+   - [Upcoming Feature](#UpcomingFeature)
+
+## <a name="InternalKnownIssue">Internal Known Issue</a>
+
+## <a name="ExternalKnownIssue">External Known Issue</a>
+- [ ] Kubernetes Dashboard: Pod Detail Page: "Unknown reference kind ConfigMap".
+
+   Tracked in [Dashboard errors if pod's owner reference is not supported](https://github.com/kubernetes/dashboard/issues/3251)
+
+## <a name="UpcomingFeature">Upcoming Feature</a>
+- [ ] Support Framework Spec Validation and Defaulting
+- [ ] Support Framework Status Subresource
diff --git a/src/frameworkcontroller/src/doc/user-manual.md b/src/frameworkcontroller/src/doc/user-manual.md
new file mode 100644
index 00000000..f16f7a1d
--- /dev/null
+++ b/src/frameworkcontroller/src/doc/user-manual.md
@@ -0,0 +1,945 @@
+# <a name="UserManual">User Manual</a>
+
+## <a name="Index">Index</a>
+   - [FrameworkController DeepDive](#FrameworkControllerDeepDive)
+   - [Framework Interop](#FrameworkInterop)
+   - [Framework ExecutionType](#FrameworkExecutionType)
+   - [Predefined Container EnvironmentVariable](#PredefinedContainerEnvironmentVariable)
+   - [Pod Failure Classification](#PodFailureClassification)
+   - [Predefined CompletionCode](#PredefinedCompletionCode)
+   - [CompletionStatus](#CompletionStatus)
+   - [RetryPolicy](#RetryPolicy)
+   - [FrameworkAttemptCompletionPolicy](#FrameworkAttemptCompletionPolicy)
+   - [Framework ScaleUp/ScaleDown](#FrameworkRescale)
+   - [Large Scale Framework](#LargeScaleFramework)
+   - [Framework and Pod History](#FrameworkPodHistory)
+   - [Framework and Task State Machine](#FrameworkTaskStateMachine)
+   - [Framework Consistency vs Availability](#FrameworkConsistencyAvailability)
+   - [Controller Extension](#ControllerExtension)
+     - [FrameworkBarrier](#FrameworkBarrier)
+     - [HiveDScheduler](#HiveDScheduler)
+   - [Best Practice](#BestPractice)
+
+## <a name="FrameworkControllerDeepDive">FrameworkController DeepDive Slides</a>
+See [FrameworkController DeepDive.pptx](deep-dive.pptx)
+
+## <a name="FrameworkInterop">Framework Interop</a>
+### <a name="SupportedClient">Supported Client</a>
+As Framework is actually a [Kubernetes CRD](https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources/#customresourcedefinitions), all [CRD Clients](https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources/#accessing-a-custom-resource) can be used to interoperate with it, such as:
+1. [kubectl](https://kubernetes.io/docs/reference/kubectl)
+   ```shell
+   kubectl create -f {Framework File Path}
+   # Note this is not Foreground Deletion, see [DELETE Framework] section
+   kubectl delete framework {FrameworkName}
+   kubectl get framework {FrameworkName}
+   kubectl describe framework {FrameworkName}
+   kubectl get frameworks
+   kubectl describe frameworks
+   ...
+   ```
+2. [Kubernetes Client Library](https://kubernetes.io/docs/reference/using-api/client-libraries)
+3. Any HTTP Client
+
+### <a name="SupportedInteroperation">Supported Interoperation</a>
+| API Kind | Operations |
+|:---- |:---- |
+| Framework | [CREATE](#CREATE_Framework) [DELETE](#DELETE_Framework) [GET](#GET_Framework) [LIST](#LIST_Frameworks) [WATCH](#WATCH_Framework) [WATCH_LIST](#WATCH_LIST_Frameworks)<br>[PATCH](#PATCH_Framework) ([Start](#Start_Framework), [Stop](#Stop_Framework), [Add TaskRole](#Add_TaskRole), [Delete TaskRole](#Delete_TaskRole), [Add/Delete Task](#Add_Delete_Task)) |
+| [ConfigMap](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#configmap-v1-core) | All operations except for [CREATE](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#create-configmap-v1-core) [PUT](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#replace-configmap-v1-core) [PATCH](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#patch-configmap-v1-core) |
+| [Pod](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#pod-v1-core) | All operations except for [CREATE](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#create-pod-v1-core) [PUT](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#replace-pod-v1-core) [PATCH](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#patch-pod-v1-core) |
+
+#### <a name="CREATE_Framework">CREATE Framework</a>
+**Request**
+
+    POST /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks
+
+Body: [Framework](../pkg/apis/frameworkcontroller/v1/types.go)
+
+Type: application/json or application/yaml
+
+**Description**
+
+Create the specified Framework.
+
+Any [ExecutionType](#FrameworkExecutionType) can be specified to create the Framework.
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| Created(201) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| Accepted(202) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| Conflict(409) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework already exists. |
+
+#### <a name="PATCH_Framework">PATCH Framework</a>
+##### <a name="Start_Framework">Start Framework</a>
+**Request**
+
+    PATCH /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks/{FrameworkName}
+
+Body:
+
+```json
+[
+  {
+    "op": "replace",
+    "path": "/spec/executionType",
+    "value": "Start"
+  }
+]
+```
+
+Type: application/json-patch+json
+
+**Description**
+
+Start the specified Framework whose [ExecutionType](#FrameworkExecutionType) should be `Create`.
+
+Before the Start, the Framework will not start to run or complete, but the object of the Framework is created, see [Framework PreStart Example](#FrameworkExecutionTypePreStartExample).
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| NotFound(404) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is not found. |
+
+##### <a name="Stop_Framework">Stop Framework</a>
+**Request**
+
+    PATCH /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks/{FrameworkName}
+
+Body:
+
+```json
+[
+  {
+    "op": "replace",
+    "path": "/spec/executionType",
+    "value": "Stop"
+  }
+]
+```
+
+Type: application/json-patch+json
+
+**Description**
+
+Stop the specified Framework whose [ExecutionType](#FrameworkExecutionType) should be `Create` or `Start`.
+
+After the Stop, the Framework will start to complete, but the object of the Framework will not be deleted, see [Framework PostStop Example](#FrameworkExecutionTypePostStopExample).
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| NotFound(404) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is not found. |
+
+##### <a name="Add_TaskRole">Add TaskRole</a>
+**Request**
+
+    PATCH /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks/{FrameworkName}
+
+Body:
+
+*Follow the [TaskRoleSpec](../pkg/apis/frameworkcontroller/v1/types.go) to override below $(TaskRoleSpec) placeholder.*
+
+```json
+[
+  {
+    "op": "add",
+    "path": "/spec/taskRoles/-",
+    "value": $(TaskRoleSpec)
+  }
+]
+```
+
+Type: application/json-patch+json
+
+**Description**
+
+Append the specified TaskRole to the specified Framework.
+
+See more in [Framework ScaleUp/ScaleDown](#FrameworkRescale).
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| NotFound(404) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is not found. |
+
+##### <a name="Delete_TaskRole">Delete TaskRole</a>
+**Request**
+
+    PATCH /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks/{FrameworkName}
+
+Body:
+
+*Use the current array index of the $(TaskRoleName) to override below $(TaskRoleIndex).*
+
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/$(TaskRoleIndex)/name",
+    "value": "$(TaskRoleName)"
+  },
+  {
+    "op": "remove",
+    "path": "/spec/taskRoles/$(TaskRoleIndex)"
+  }
+]
+```
+
+Type: application/json-patch+json
+
+**Description**
+
+Delete the specified TaskRole from the specified Framework.
+
+See more in [Framework ScaleUp/ScaleDown](#FrameworkRescale).
+
+Notes:
+* Better to first delete all Tasks in the TaskRole and wait until they are all deleted, then delete the whole TaskRole. Otherwise, the Tasks in the TaskRole will be deleted according to last observed [PodGracefulDeletionTimeoutSec](../pkg/apis/frameworkcontroller/v1/types.go) in TaskRoleStatus, as the [PodGracefulDeletionTimeoutSec](../pkg/apis/frameworkcontroller/v1/types.go) in TaskSpec is already deleted.
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| NotFound(404) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is not found. |
+| UnprocessableEntity(422) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified $(TaskRoleName) does not exist or does not match the specified $(TaskRoleIndex). |
+
+##### <a name="Add_Delete_Task">Add/Delete Task</a>
+**Request**
+
+    PATCH /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks/{FrameworkName}
+
+Body:
+
+*Use the current array index of the $(TaskRoleName) to override below $(TaskRoleIndex).*
+
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/$(TaskRoleIndex)/name",
+    "value": "$(TaskRoleName)"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/$(TaskRoleIndex)/taskNumber",
+    "value": $(TaskNumber)
+  }
+]
+```
+
+*Generally, you may also need to adjust the TaskRole's [FrameworkAttemptCompletionPolicy](#FrameworkAttemptCompletionPolicy) according to the new $(TaskNumber). It is safe as [Framework ScaleUp/ScaleDown Strong Safety Guarantee](#FrameworkRescaleGuarantee).*
+
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/$(TaskRoleIndex)/name",
+    "value": "$(TaskRoleName)"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/$(TaskRoleIndex)/taskNumber",
+    "value": $(TaskNumber)
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/$(TaskRoleIndex)/frameworkAttemptCompletionPolicy/minSucceededTaskCount",
+    "value": $(MinSucceededTaskCount)
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/$(TaskRoleIndex)/frameworkAttemptCompletionPolicy/minFailedTaskCount",
+    "value": $(MinFailedTaskCount)
+  }
+]
+```
+
+Type: application/json-patch+json
+
+**Description**
+
+Update the TaskNumber (and the FrameworkAttemptCompletionPolicy) of the specified TaskRole in the specified Framework.
+
+See more in [Framework ScaleUp/ScaleDown](#FrameworkRescale).
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| NotFound(404) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is not found. |
+| UnprocessableEntity(422) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified $(TaskRoleName) does not exist or does not match the specified $(TaskRoleIndex). |
+
+#### <a name="DELETE_Framework">DELETE Framework</a>
+**Request**
+
+    DELETE /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks/{FrameworkName}
+
+Body:
+
+application/json
+```json
+{
+  "propagationPolicy": "Foreground"
+}
+```
+application/yaml
+```yaml
+propagationPolicy: Foreground
+```
+
+Type: application/json or application/yaml
+
+**Description**
+
+Delete the specified Framework.
+
+Notes:
+* If you need to achieve all the [Framework ConsistencyGuarantees](#ConsistencyGuarantees) or achieve higher [Framework Availability](#FrameworkAvailability) by leveraging the [PodGracefulDeletionTimeoutSec](../pkg/apis/frameworkcontroller/v1/types.go), you should always use and only use the [Foreground Deletion](https://kubernetes.io/docs/concepts/workloads/controllers/garbage-collection/#foreground-cascading-deletion) in the provided body.
+* However, `kubectl delete` does not support to specify the Foreground Deletion at least for [Kubernetes v1.23.2](https://github.com/kubernetes/kubernetes/issues/66110#issuecomment-413761559), so you may have to use other [Supported Client](#SupportedClient).
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | The specified Framework is deleting.<br>Return current Framework. |
+| OK(200) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is deleted. |
+| NotFound(404) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is not found. |
+
+#### <a name="GET_Framework">GET Framework</a>
+**Request**
+
+    GET /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks/{FrameworkName}
+
+**Description**
+
+Get the specified Framework.
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [Framework](../pkg/apis/frameworkcontroller/v1/types.go) | Return current Framework. |
+| NotFound(404) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is not found. |
+
+#### <a name="LIST_Frameworks">LIST Frameworks</a>
+**Request**
+
+    GET /apis/frameworkcontroller.microsoft.com/v1/namespaces/{FrameworkNamespace}/frameworks
+    GET /apis/frameworkcontroller.microsoft.com/v1/frameworks
+
+QueryParameters: Same as [StatefulSet QueryParameters](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#list-statefulset-v1-apps)
+
+**Description**
+
+Get all Frameworks (in the specified FrameworkNamespace).
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [FrameworkList](../pkg/apis/frameworkcontroller/v1/types.go) | Return all Frameworks (in the specified FrameworkNamespace). |
+
+#### <a name="WATCH_Framework">WATCH Framework</a>
+**Request**
+
+    GET /apis/frameworkcontroller.microsoft.com/v1/watch/namespaces/{FrameworkNamespace}/frameworks/{FrameworkName}
+
+QueryParameters: Same as [StatefulSet QueryParameters](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#watch-statefulset-v1-apps)
+
+**Description**
+
+Watch the change events of the specified Framework.
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [WatchEvent](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#watchevent-v1-meta) | Streaming the change events of the specified Framework. |
+| NotFound(404) | [Status](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#status-v1-meta) | The specified Framework is not found. |
+
+#### <a name="WATCH_LIST_Frameworks">WATCH_LIST Frameworks</a>
+**Request**
+
+    GET /apis/frameworkcontroller.microsoft.com/v1/watch/namespaces/{FrameworkNamespace}/frameworks
+    GET /apis/frameworkcontroller.microsoft.com/v1/watch/frameworks
+
+QueryParameters: Same as [StatefulSet QueryParameters](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#watch-list-statefulset-v1-apps)
+
+**Description**
+
+Watch the change events of all Frameworks (in the specified FrameworkNamespace).
+
+**Response**
+
+| Code | Body | Description |
+|:---- |:---- |:---- |
+| OK(200) | [WatchEvent](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#watchevent-v1-meta) | Streaming the change events of all Frameworks (in the specified FrameworkNamespace). |
+
+## <a name="FrameworkExecutionType">Framework ExecutionType</a>
+Framework [ExecutionType](../pkg/apis/frameworkcontroller/v1/types.go) can be specified to control the execution of the Framework:
+1. You can just [Create Framework](#CREATE_Framework) with `Create` ExecutionType, which does not also start it at the same time.
+   - This is useful when you need to do some PreStart actions depend on the Framework object, see [Framework PreStart Example](#FrameworkExecutionTypePreStartExample). And once these actions are done, you can safely [Start Framework](#Start_Framework).
+2. You can just [Stop Framework](#Stop_Framework), which does not also delete it at the same time.
+   - This is useful when you need to do some PostStop actions depend on the Framework object, see [Framework PostStop Example](#FrameworkExecutionTypePostStopExample). And once these actions are done, you can safely [Delete Framework](#DELETE_Framework).
+
+### <a name="FrameworkExecutionTypeExample">Example</a>
+#### <a name="FrameworkExecutionTypePreStartExample">Framework PreStart Example</a>
+In this example, you need to run a [Framework which depends on a ServiceAccount](https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account), but the ServiceAccount also depends on the Framework object to be [OwnerReferences](https://kubernetes.io/docs/concepts/workloads/controllers/garbage-collection/#owners-and-dependents), so you cannot directly [Create Framework](#CREATE_Framework) with ExecutionType `Start`.
+1. [Create Framework](#CREATE_Framework) with `Create` ExecutionType and a ServiceAccount reference as below, then the Framework will stay as AttemptCreationPending:
+```yaml
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: prestart
+spec:
+  executionType: Create
+  retryPolicy:
+    fancyRetryPolicy: false
+    maxRetryCount: 0
+  taskRoles:
+  - name: a
+    taskNumber: 4
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 4
+      minSucceededTaskCount: 1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          serviceAccountName: prestart
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            command: ["sh", "-c", "printenv && sleep infinity"]
+```
+2. Use above creation response's `metadata.uid` to override below {{FrameworkUID}}, and [Create ServiceAccount](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#create-serviceaccount-v1-core) with above Framework reference as below:
+```yaml
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: prestart
+  ownerReferences:
+  - apiVersion: frameworkcontroller.microsoft.com/v1
+    kind: Framework
+    name: prestart
+    uid: {{FrameworkUID}}
+    controller: true
+    blockOwnerDeletion: true
+```
+3. [Start Framework](#Start_Framework), then the Framework will start to run successfully.
+4. [Delete Framework](#DELETE_Framework), then both the Framework and above ServiceAccount will be deleted.
+
+#### <a name="FrameworkExecutionTypePostStopExample">Framework PostStop Example</a>
+In this example, you need to stop a Framework whose final stopped Framework object needs to be [pushed to/pulled by external systems](#FrameworkPodHistory), so you cannot directly [Delete Framework](#DELETE_Framework).
+1. [Create Framework](#CREATE_Framework) as below:
+```yaml
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: poststop
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: false
+    maxRetryCount: 0
+  taskRoles:
+  - name: a
+    taskNumber: 4
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 4
+      minSucceededTaskCount: 1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            command: ["sh", "-c", "printenv && sleep infinity"]
+```
+2. [Stop Framework](#Stop_Framework), then the Framework will be stopped, i.e. FrameworkCompleted.
+3. [Get Framework](#GET_Framework), and archive it into a DataBase first.
+4. [Delete Framework](#DELETE_Framework), then the Framework will be deleted.
+
+## <a name="PredefinedContainerEnvironmentVariable">Predefined Container EnvironmentVariable</a>
+[Predefined Container EnvironmentVariable](../pkg/apis/frameworkcontroller/v1/constants.go)
+
+[Framework Example](../example/framework/basic/batchstatefulfailed.yaml)
+
+## <a name="PodFailureClassification">Pod Failure Classification</a>
+You can specify how to classify and summarize Pod failures by the [PodFailureSpec](../pkg/apis/frameworkcontroller/v1/config.go).
+
+You can also directly leverage the [Default PodFailureSpec](../example/config/default/frameworkcontroller.yaml).
+
+## <a name="PredefinedCompletionCode">Predefined CompletionCode</a>
+You can leverage the [Predefined CompletionCode](../pkg/apis/frameworkcontroller/v1/completion.go) to instruct your [RetryPolicy](#RetryPolicy) and identify a certain predefined CompletionCode, regardless of different [PodFailureSpec](../pkg/apis/frameworkcontroller/v1/config.go) may be configured in different clusters.
+
+## <a name="CompletionStatus">CompletionStatus</a>
+[CompletionStatus](../pkg/apis/frameworkcontroller/v1/types.go): It is generated from [Predefined CompletionCode](#PredefinedCompletionCode) or [PodPattern matching](#PodFailureClassification). For a Pod, if no PodPattern is matched and failed Container exists, the CompletionCode is the same as the last failed Container ExitCode.
+
+[TaskAttemptCompletionStatus](../pkg/apis/frameworkcontroller/v1/types.go): Besides the [CompletionStatus](../pkg/apis/frameworkcontroller/v1/types.go), it also provides more detailed and structured diagnostic information about the completion of a TaskAttempt.
+
+[FrameworkAttemptCompletionStatus](../pkg/apis/frameworkcontroller/v1/types.go): Besides the [CompletionStatus](../pkg/apis/frameworkcontroller/v1/types.go), it also provides more detailed and structured diagnostic information about the completion of a FrameworkAttempt.
+
+## <a name="RetryPolicy">RetryPolicy</a>
+### <a name="RetryPolicy_Spec">Spec</a>
+[RetryPolicySpec](../pkg/apis/frameworkcontroller/v1/types.go)
+
+### <a name="RetryPolicy_Usage">Usage</a>
+[RetryPolicySpec](../pkg/apis/frameworkcontroller/v1/types.go)
+
+### <a name="RetryPolicy_Example">Example</a>
+Notes:
+1. *Italic Conditions* still need to be specified explicitly, as we have not supported the Framework Spec Defaulting yet.
+2. For the definition of each [CompletionType](../pkg/apis/frameworkcontroller/v1/types.go), such as Transient Failed, see [CompletionStatus](#CompletionStatus).
+
+<table>
+  <tbody>
+    <tr>
+      <th>FrameworkType</th>
+      <th>Framework RetryPolicy</th>
+      <th>TaskRole</th>
+      <th>Task RetryPolicy</th>
+      <th>Description</th>
+    </tr>
+    <tr>
+      <td rowspan="2"><b>DEFAULT</td>
+      <td rowspan="2"><i>FancyRetryPolicy = false<br>MaxRetryCount = 0</i></td>
+      <td>TaskRole-A</td>
+      <td><i>FancyRetryPolicy = false<br>MaxRetryCount = 0</i></td>
+      <td rowspan="2">The default RetryPolicy:<br>Never Retry for any Failed or Succeeded.</td>
+    </tr>
+    <tr>
+      <td>TaskRole-B</td>
+      <td><i>FancyRetryPolicy = false<br>MaxRetryCount = 0</i></td>
+    </tr>
+    <tr>
+      <td rowspan="1"><b>Service</td>
+      <td rowspan="1"><i>FancyRetryPolicy = false</i><br>MaxRetryCount = -2</td>
+      <td>TaskRole-A</td>
+      <td><i>FancyRetryPolicy = false</i><br>MaxRetryCount = -2</td>
+      <td rowspan="1">Always Retry for any Failed or Succeeded.</td>
+    </tr>
+    <tr>
+      <td rowspan="1"><b>Blind Batch</td>
+      <td rowspan="1"><i>FancyRetryPolicy = false</i><br>MaxRetryCount = -1</td>
+      <td>TaskRole-A</td>
+      <td><i>FancyRetryPolicy = false</i><br>MaxRetryCount = -1</td>
+      <td rowspan="1">Always Retry for any Failed.<br>Never Retry for Succeeded.</td>
+    </tr>
+    <tr>
+      <td rowspan="1"><b>Batch with Task Fault Tolerance</td>
+      <td rowspan="1">FancyRetryPolicy = true<br>MaxRetryCount = 3</td>
+      <td>TaskRole-A</td>
+      <td>FancyRetryPolicy = true<br>MaxRetryCount = 3</td>
+      <td rowspan="1">Always Retry for Transient Failed.<br>Never Retry for Permanent Failed or Succeeded.<br>Retry up to 3 times for Unknown Failed.</td>
+    </tr>
+    <tr>
+      <td rowspan="1"><b>Batch without Task Fault Tolerance</td>
+      <td rowspan="1">FancyRetryPolicy = true<br>MaxRetryCount = 3</td>
+      <td>TaskRole-A</td>
+      <td><i>FancyRetryPolicy = false<br>MaxRetryCount = 0</i></td>
+      <td rowspan="1">For Framework RetryPolicy, same as "Batch with Task Fault Tolerance".<br>For Task RetryPolicy, because the Task cannot tolerate any failed TaskAttempt, such as it cannot recover from previous failed TaskAttempt, so Never Retry Task for any Failed or Succeeded.</td>
+    </tr>
+    <tr>
+      <td rowspan="1"><b>Debug Mode</td>
+      <td rowspan="1">FancyRetryPolicy = true<br><i>MaxRetryCount = 0</i></td>
+      <td>TaskRole-A</td>
+      <td>FancyRetryPolicy = true<br><i>MaxRetryCount = 0</i></td>
+      <td rowspan="1">Always Retry for Transient Failed.<br>Never Retry for Permanent Failed or Unknown Failed or Succeeded.<br>This can help to capture the unexpected exit of user application itself.</td>
+    </tr>
+  </tbody>
+</table>
+
+## <a name="FrameworkAttemptCompletionPolicy">FrameworkAttemptCompletionPolicy</a>
+### <a name="FrameworkAttemptCompletionPolicy_Spec">Spec</a>
+[CompletionPolicySpec](../pkg/apis/frameworkcontroller/v1/types.go)
+
+### <a name="FrameworkAttemptCompletionPolicy_Usage">Usage</a>
+[CompletionPolicySpec](../pkg/apis/frameworkcontroller/v1/types.go)
+
+### <a name="FrameworkAttemptCompletionPolicy_Example">Example</a>
+Notes:
+1. *Italic Conditions* still need to be specified explicitly, as we have not supported the Framework Spec Defaulting yet.
+
+<table>
+  <tbody>
+    <tr>
+      <th>FrameworkType</th>
+      <th>TaskRole</th>
+      <th>FrameworkAttemptCompletionPolicy</th>
+      <th>Description</th>
+    </tr>
+    <tr>
+      <td rowspan="2"><b>DEFAULT</td>
+      <td>TaskRole-A</td>
+      <td><i>MinFailedTaskCount = 1<br>MinSucceededTaskCount = -1</i></td>
+      <td rowspan="2">The default FrameworkAttemptCompletionPolicy:<br>Fail the FrameworkAttempt immediately if any Task failed.<br>Succeed the FrameworkAttempt only until all Tasks succeeded.</td>
+    </tr>
+    <tr>
+      <td>TaskRole-B</td>
+      <td><i>MinFailedTaskCount = 1<br>MinSucceededTaskCount = -1</i></td>
+    </tr>
+    <tr>
+      <td rowspan="1"><b>Service</td>
+      <td>TaskRole-A</td>
+      <td><i>MinFailedTaskCount = 1<br>MinSucceededTaskCount = -1</i></td>
+      <td rowspan="1">Actually, any FrameworkAttemptCompletionPolicy is fine, since Service's Task will never complete, i.e. its Task's MaxRetryCount is -2, see <a href="#RetryPolicy_Example">RetryPolicy Example</a>.</td>
+    </tr>
+    <tr>
+      <td rowspan="2"><b>MapReduce</td>
+      <td>Map</td>
+      <td>MinFailedTaskCount = {Map.TaskNumber} * {mapreduce.map.failures.maxpercent} + 1<br><i>MinSucceededTaskCount = -1</i></td>
+      <td rowspan="2">A few failed Tasks is acceptable, but always want to wait all Tasks to succeed:<br>Fail the FrameworkAttempt immediately if the failed Tasks exceeded the limit.<br>Succeed the FrameworkAttempt only until all Tasks completed and the failed Tasks is within the limit.</td>
+    </tr>
+    <tr>
+      <td>Reduce</td>
+      <td>MinFailedTaskCount = {Reduce.TaskNumber} * {mapreduce.reduce.failures.maxpercent} + 1<br><i>MinSucceededTaskCount = -1</i></td>
+    </tr>
+    <tr>
+      <td rowspan="2"><b>Master Dominated: <a href="https://pytorch.org/tutorials/intermediate/dist_tuto.html#initialization-methods">PyTorch Training with explict master role</a>, <a href="https://www.tensorflow.org/guide/distributed_training#TF_CONFIG">TensorFlow Training with explict chief role</a></td>
+      <td>Master/Chief</td>
+      <td><i>MinFailedTaskCount = 1</i><br>MinSucceededTaskCount = 1</td>
+      <td rowspan="2">The completion is fully determined by the single instance master of the user application:<br>Fail the FrameworkAttempt immediately if the master failed.<br>Succeed the FrameworkAttempt immediately if the master succeeded.</td>
+    </tr>
+    <tr>
+      <td>Worker</td>
+      <td>MinFailedTaskCount = -1<br><i>MinSucceededTaskCount = -1</i></td>
+    </tr>
+    <tr>
+      <td rowspan="2"><b>All Workers Dominated: <a href="https://pytorch.org/tutorials/intermediate/dist_tuto.html#initialization-methods">PyTorch Training without explict master role</a>, <a href="https://www.tensorflow.org/guide/distributed_training#TF_CONFIG">TensorFlow Training without explict chief role</a></td>
+      <td>ParameterServer/<i>None</i></td>
+      <td><i>MinFailedTaskCount = 1<br>MinSucceededTaskCount = -1</i></td>
+      <td rowspan="2">Fail the FrameworkAttempt immediately if any Task failed.<br>Succeed the FrameworkAttempt only until all workers succeeded.</td>
+    </tr>
+    <tr>
+      <td>Worker</td>
+      <td><i>MinFailedTaskCount = 1</i><br>MinSucceededTaskCount = {Worker.TaskNumber}</td>
+    </tr>
+    <tr>
+      <td rowspan="1"><b>Any Worker Dominated: <a href="https://github.com/pytorch/elastic/blob/adb5f057359e87a2cb804c7354af5a4e424961c3/torchelastic/agent/server/local_elastic_agent.py#L122-L127">PyTorch Elastic Training</a></td>
+      <td>Worker</td>
+      <td><i>MinFailedTaskCount = {Worker.TaskNumber}</i><br>MinSucceededTaskCount = 1</td>
+      <td rowspan="1">Fail the FrameworkAttempt only until all workers failed.<br>Succeed the FrameworkAttempt immediately if any worker succeeded.</td>
+    </tr>
+  </tbody>
+</table>
+
+## <a name="FrameworkRescale">Framework ScaleUp/ScaleDown</a>
+Framework ScaleUp/ScaleDown (Rescale) refers to take any below action for an existing Framework on the fly:
+1. Add/Delete TaskRole without touching other TaskRoles.
+2. Add/Delete Task without touching other Tasks.
+
+### <a name="FrameworkRescaleApplicationAssumption">Application Assumption</a>
+Before you start to Rescale Framework, make sure your application executed by the Framework can tolerate Rescale, such as:
+1. Your application should be able to **rebalance** its workload after Rescale:
+   1. For Service application, may need to rebalance its serving traffic by a load balancer, and/or re-replicate its state.
+   2. For Batch application, may need to rebalance its work items by a work queue, and/or adjust its Tasks membership, like [PyTorch Elastic Training](https://pytorch.org/elastic).
+2. For **Batch** application, it would better **not rerun** after ScaleUp:
+   1. Rerun may happen if the application already completed, but the completion event have not yet been observed by FrameworkController. So, during this period, if you ScaleUp the Framework, the application may rerun.
+   2. To mitigate it, the ScaleUp Task can immediately complete itself by leveraging empty work queue or existing checkpoint from previous run.
+3. For **Batch** application, it would better **not too early succeeded** after ScaleDown:
+   1. Too early succeeded may happen if all Tasks succeeded except one Task still running, but you ScaleDown the running Task.
+   2. To resolve it, make sure it is safe to ScaleDown the running Task, such as leverage `Master Dominated` or `Any Worker Dominated` FrameworkType in [FrameworkAttemptCompletionPolicy](#FrameworkAttemptCompletionPolicy). For the `Master Dominated` FrameworkType, a master TaskRole is needed and do not ScaleDown the master TaskRole. For the `Any Worker Dominated` FrameworkType, an exit barrier may be needed to ensure any worker succeeded means the whole application already succeeded, like [PyTorch Elastic Training](https://github.com/pytorch/elastic/blob/adb5f057359e87a2cb804c7354af5a4e424961c3/torchelastic/agent/server/local_elastic_agent.py#L122-L127).
+
+### <a name="FrameworkRescaleAPI">API</a>
+- [Add TaskRole](#Add_TaskRole)
+- [Delete TaskRole](#Delete_TaskRole)
+- [Add/Delete Task](#Add_Delete_Task)
+
+### <a name="FrameworkRescaleExample">Example</a>
+#### <a name="FrameworkRescaleBasicExample">Basic Example</a>
+This example will demonstrate the basic usage of Framework Rescale, as well as its [Strong Safety Guarantee](#FrameworkRescaleGuarantee).
+1. [Create Framework](#CREATE_Framework) as below, and wait until all Tasks are AttemptRunning:
+```yaml
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: rescalebasic
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: false
+    maxRetryCount: 0
+  taskRoles:
+  - name: a
+    taskNumber: 4
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 4
+      minSucceededTaskCount: 1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            command: ["sh", "-c", "printenv && sleep infinity"]
+```
+2. Delete Pod `rescalebasic-a-2`, `rescalebasic-a-3`, and wait until their Tasks are Completed (Failed).
+3. [ScaleDown Framework](#Add_Delete_Task): Decrease the taskNumber and minFailedTaskCount from 4 to 2 by below patch:
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/0/name",
+    "value": "a"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/taskNumber",
+    "value": 2
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/frameworkAttemptCompletionPolicy/minFailedTaskCount",
+    "value": 2
+  }
+]
+```
+4. The Completed Tasks `rescalebasic-a-2`, `rescalebasic-a-3` are immediately deleted, and the Framework stays AttemptRunning.
+   - This demonstrates [SafetyGuarantee1](#FrameworkRescaleGuarantee), as otherwise, the old Failed Tasks `rescalebasic-a-2`, `rescalebasic-a-3` may be wrongly considered in the new FrameworkAttemptCompletionPolicy.minFailedTaskCount (2) and triggers the completion.
+5. [ScaleUp Framework](#Add_Delete_Task): Increase the taskNumber and minFailedTaskCount from 2 to 4 by below patch, and wait until all Tasks are AttemptRunning:
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/0/name",
+    "value": "a"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/taskNumber",
+    "value": 4
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/frameworkAttemptCompletionPolicy/minFailedTaskCount",
+    "value": 4
+  }
+]
+```
+6. Delete Pod `rescalebasic-a-2`, and wait until its Task is Completed (Failed).
+7. Redo Step 3, and wait until the `rescalebasic-a-2`, `rescalebasic-a-3` Tasks are DeletionPending, but before `rescalebasic-a-3` is deleted, then immediately [ScaleUp Framework](#Add_Delete_Task): Increase the taskNumber and minFailedTaskCount from 2 to 3 by below patch:
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/0/name",
+    "value": "a"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/taskNumber",
+    "value": 3
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/frameworkAttemptCompletionPolicy/minFailedTaskCount",
+    "value": 3
+  }
+]
+```
+8. The Completed Task `rescalebasic-a-2` is immediately replaced by a new Task instance, the AttemptRunning Task `rescalebasic-a-3` is eventually deleted, and the Framework stays AttemptRunning.
+   - This demonstrates [SafetyGuarantee2](#FrameworkRescaleGuarantee), as otherwise, the previous ScaleDown Task `rescalebasic-a-2` may be wrongly reused in later ScaleUp.
+9. [ScaleUp Framework](#Add_Delete_Task): Increase the taskNumber and minFailedTaskCount from 3 to 4 by below patch, and wait until all Tasks are AttemptRunning:
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/0/name",
+    "value": "a"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/taskNumber",
+    "value": 4
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/frameworkAttemptCompletionPolicy/minFailedTaskCount",
+    "value": 4
+  }
+]
+```
+10. Delete Pod `rescalebasic-a-2`, and wait until its Task is Completed (Failed).
+11. Redo Step 3, and wait until the `rescalebasic-a-2`, `rescalebasic-a-3` Tasks are DeletionPending, but before `rescalebasic-a-3` is deleted, then immediately [ScaleUp Framework](#Add_Delete_Task): Increase the taskNumber and minFailedTaskCount from 2 to 5 by below patch:
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/0/name",
+    "value": "a"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/taskNumber",
+    "value": 5
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/0/frameworkAttemptCompletionPolicy/minFailedTaskCount",
+    "value": 5
+  }
+]
+```
+12. The Completed Task `rescalebasic-a-2` is immediately replaced by a new Task instance, the AttemptRunning Task `rescalebasic-a-3` is eventually replaced by a new Task instance, the new Task `rescalebasic-a-4` is immediately added, and the Framework stays AttemptRunning.
+    - This demonstrates [SafetyGuarantee2](#FrameworkRescaleGuarantee), as otherwise, the previous ScaleDown Task `rescalebasic-a-2`, `rescalebasic-a-3` may be wrongly reused in later ScaleUp.
+
+#### <a name="FrameworkRescalePETExample">PyTorch Elastic Training Example</a>
+[PyTorch Elastic Training On FrameworkController](../example/framework/scenario/pytorch/elastic)
+
+### <a name="FrameworkRescalePipeline">Pipeline</a>
+**ScaleUp Pipeline**:
+1. As soon as FrameworkController observes not Completing/Completed Framework ScaleUp request, it will immediately mark the ScaleUp Task as [AttemptCreationPending](../pkg/apis/frameworkcontroller/v1/types.go) then persist (expose) the Task, before take any other action for the Framework, such as start to create its TaskAttempt or evaluate the Task's impact to the Framework, such as [FrameworkAttemptCompletionPolicy](#FrameworkAttemptCompletionPolicy).
+2. As soon as the AttemptCreationPending Task is persisted (exposed), the Task will impact its Framework in future, such as:
+   1. The Task will be considered in FrameworkAttemptCompletionPolicy.
+   2. The Task will be deleted in later ScaleDown.
+3. Only until then, FrameworkController will start to create the AttemptCreationPending TaskAttempt.
+
+**ScaleDown Pipeline**:
+1. As soon as FrameworkController observes not Completing/Completed Framework ScaleDown request, it will immediately mark the ScaleDown Task as [DeletionPending](../pkg/apis/frameworkcontroller/v1/types.go) then persist (expose) the Task, before take any other action for the Framework, such as start to delete the Task or evaluate the Task's impact to the Framework, such as [FrameworkAttemptCompletionPolicy](#FrameworkAttemptCompletionPolicy).
+2. As soon as the DeletionPending Task is persisted (exposed), the Task will never impact its Framework in future anymore except for the Task's graceful deletion period itself, such as:
+   1. The Task will never be considered in FrameworkAttemptCompletionPolicy.
+   2. The Task will never be reused in later ScaleUp.
+3. Only until then, FrameworkController will start to delete the DeletionPending Task.
+4. After Framework Completing/Completed, the Framework may still contain DeletionPending Tasks but these Tasks must be Completed.
+
+**Notes**:
+1. User also needs to explicitly ignore the DeletionPending Task if he does not care about the Task's graceful deletion period, like [FrameworkBarrier](../pkg/barrier/barrier.go).
+
+### <a name="FrameworkRescaleGuarantee">Strong Safety Guarantee</a>
+Besides these general [Framework ConsistencyGuarantees](#ConsistencyGuarantees), FrameworkController also provides below Strong Safety Guarantees for Framework Rescale:
+- **SafetyGuarantee1**:
+  - User can always safely Rescale Framework and update its other Spec within a single Framework update, as if the Rescale is already done, such as [also update the FrameworkAttemptCompletionPolicy according to the new scale](#Add_Delete_Task), as:
+     - The ScaleUp/ScaleDown Task will be immediately ignored/considered for the updated Framework.
+- **SafetyGuarantee2**:
+  - User can always safely Rescale before any previous Rescale totally finished (including the ScaleDown Task final deletion), as:
+    - For ScaleUp immediately followed by a ScaleDown:
+      - If the user observed a new non-[DeletionPending](../pkg/apis/frameworkcontroller/v1/types.go) Task (caused by ScaleUp), later ScaleDown will delete it (i.e. ScaleUp committed), otherwise, later ScaleDown may not delete it but previous ScaleUp must not have impacted it, such as start to create its TaskAttempt (i.e. ScaleUp rollbacked).
+    - For ScaleDown immediately followed by a ScaleUp:
+      - If the user observed a new [DeletionPending](../pkg/apis/frameworkcontroller/v1/types.go) Task (caused by ScaleDown), later ScaleUp will not reuse it (i.e. ScaleDown committed), otherwise, later ScaleUp may reuse it but previous ScaleDown must not have impacted it, such as start to delete it (i.e. ScaleDown rollbacked).
+
+**See [Framework Rescale Basic Example](#FrameworkRescaleBasicExample) to demonstrate these Strong Safety Guarantees.**
+
+## <a name="LargeScaleFramework">Large Scale Framework</a>
+To safely run large scale Framework, i.e. the total task number in a single Framework is greater than 300, you just need to enable the [LargeFrameworkCompression](../pkg/apis/frameworkcontroller/v1/config.go). However, you may also need to decompress the Framework by yourself.
+
+## <a name="FrameworkPodHistory">Framework and Pod History</a>
+By leveraging the [LogObjectSnapshot](../pkg/apis/frameworkcontroller/v1/config.go), external systems, such as [Fluentd](https://www.fluentd.org) and [ElasticSearch](https://www.elastic.co/products/elasticsearch), can collect and process Framework, Task and Pod history snapshots even if it was retried or deleted, such as for persistence, metrics conversion, visualization, alerting, acting, analysis, etc.
+
+## <a name="FrameworkTaskStateMachine">Framework and Task State Machine</a>
+### <a name="FrameworkStateMachine">Framework State Machine</a>
+[FrameworkState](../pkg/apis/frameworkcontroller/v1/types.go)
+
+### <a name="TaskStateMachine">Task State Machine</a>
+[TaskState](../pkg/apis/frameworkcontroller/v1/types.go)
+
+## <a name="FrameworkConsistencyAvailability">Framework Consistency vs Availability</a>
+### <a name="FrameworkConsistency">Framework Consistency</a>
+#### <a name="ConsistencyGuarantees">ConsistencyGuarantees</a>
+For a specific Task identified by {FrameworkName}-{TaskRoleName}-{TaskIndex}:
+
+- **ConsistencyGuarantee1**:
+
+  At most one instance of the Task is running at any point in time.
+
+- **ConsistencyGuarantee2**:
+
+  No instance of the Task is running if it is deleted (or does not exist), TaskAttemptCompleted, TaskCompleted or the whole Framework is deleted (or does not exist).
+
+For a specific Framework identified by {FrameworkName}:
+
+- **ConsistencyGuarantee3**:
+
+  At most one instance of the Framework is running at any point in time.
+
+- **ConsistencyGuarantee4**:
+
+  No instance of the Framework is running if it is FrameworkAttemptCompleted, FrameworkCompleted or the whole Framework is deleted (or does not exist).
+
+#### <a name="ConsistencyGuaranteesHowTo">How to achieve ConsistencyGuarantees</a>
+
+The default behavior is to achieve all the [ConsistencyGuarantees](#ConsistencyGuarantees), if you do not explicitly violate below guidelines:
+
+1. Achieve **ConsistencyGuarantee1**:
+
+    Do not [force delete the managed Pod](https://kubernetes.io/docs/concepts/workloads/pods/pod/#force-deletion-of-pods):
+
+   1. Do not set [PodGracefulDeletionTimeoutSec](../pkg/apis/frameworkcontroller/v1/types.go) to be not nil.
+
+      For example, the default PodGracefulDeletionTimeoutSec is acceptable.
+
+   2. Do not delete the managed Pod with [0 GracePeriodSeconds](https://kubernetes.io/docs/concepts/workloads/pods/pod/#force-deletion-of-pods).
+
+      For example, the default Pod deletion is acceptable.
+
+   3. Do not delete the Node which runs the managed Pod.
+
+      For example, [drain the Node](https://kubernetes.io/docs/tasks/administer-cluster/safely-drain-node) before delete it is acceptable.
+
+   *The Task running instance can be universally located by its [TaskAttemptInstanceUID](../pkg/apis/frameworkcontroller/v1/types.go) or [PodUID](../pkg/apis/frameworkcontroller/v1/types.go).*
+
+   *To avoid the Pod is stuck in deleting forever, such as if its Node is down forever, leverage the same approach as [Delete StatefulSet Pod only after the Pod termination has been confirmed](https://kubernetes.io/docs/tasks/run-application/force-delete-stateful-set-pod/#delete-pods) manually or by your [Cloud Controller Manager](https://kubernetes.io/docs/tasks/administer-cluster/running-cloud-controller/#running-cloud-controller-manager).*
+
+2. Achieve **ConsistencyGuarantee2**, **ConsistencyGuarantee3** and **ConsistencyGuarantee4**:
+   1. Achieve **ConsistencyGuarantee1**.
+
+   2. Must delete the managed ConfigMap with [Foreground PropagationPolicy](https://kubernetes.io/docs/concepts/workloads/controllers/garbage-collection/#foreground-cascading-deletion).
+
+      For example, the default ConfigMap deletion is acceptable.
+
+   3. Must delete the Framework with [Foreground PropagationPolicy](https://kubernetes.io/docs/concepts/workloads/controllers/garbage-collection/#foreground-cascading-deletion).
+
+      For example, the default Framework deletion may not be acceptable, since the default PropagationPolicy for Framework object may be Background.
+
+   4. Do not change the [OwnerReferences](https://kubernetes.io/docs/concepts/workloads/controllers/garbage-collection/#owners-and-dependents) of the managed ConfigMap and Pods.
+
+   *The Framework running instance can be universally located by its [FrameworkAttemptInstanceUID](../pkg/apis/frameworkcontroller/v1/types.go) or [ConfigMapUID](../pkg/apis/frameworkcontroller/v1/types.go).*
+
+### <a name="FrameworkAvailability">Framework Availability</a>
+According to the [CAP theorem](https://en.wikipedia.org/wiki/CAP_theorem), in the presence of a network partition, you cannot achieve both consistency and availability at the same time in any distributed system. So you have to make a trade-off between the [Framework Consistency](#FrameworkConsistency) and the [Framework Availability](#FrameworkAvailability).
+
+You can tune the trade-off, such as to achieve higher [Framework Availability](#FrameworkAvailability) by sacrificing the [Framework Consistency](#FrameworkConsistency):
+1. Decrease [Pod TolerationSeconds for TaintBasedEvictions](https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/#taint-based-evictions)
+2. Increase [Node Eviction Rate](https://kubernetes.io/docs/concepts/architecture/nodes/#node-controller)
+3. Set a small [PodGracefulDeletionTimeoutSec](../pkg/apis/frameworkcontroller/v1/types.go)
+4. Violate other guidelines mentioned in [How to achieve ConsistencyGuarantees](#ConsistencyGuaranteesHowTo), such as manually force delete a problematic Pod.
+
+See more in:
+1. [PodGracefulDeletionTimeoutSec](../pkg/apis/frameworkcontroller/v1/types.go)
+2. [Pod Safety and Consistency Guarantees](https://github.com/kubernetes/community/blob/ee8998b156031f6b363daade51ca2d12521f4ac0/contributors/design-proposals/storage/pod-safety.md)
+
+## <a name="ControllerExtension">Controller Extension</a>
+### <a name="FrameworkBarrier">FrameworkBarrier</a>
+1. [Usage](../pkg/barrier/barrier.go)
+2. Example: [FrameworkBarrier Example](../example/framework/extension/frameworkbarrier.yaml), [TensorFlow ParameterServer Training Example](../example/framework/scenario/tensorflow/ps), [etc](../example/framework/scenario).
+
+### <a name="HiveDScheduler">HiveDScheduler</a>
+1. [Usage](https://github.com/microsoft/hivedscheduler)
+2. Example: [TensorFlow ParameterServer Training Example](../example/framework/scenario/tensorflow/ps/gpu/tensorflowdistributedtrainingwithhivedscheduledgpu.yaml), [etc](https://github.com/microsoft/hivedscheduler/blob/master/example/request/design/request.yaml).
+
+## <a name="BestPractice">Best Practice</a>
+[Best Practice](../pkg/apis/frameworkcontroller/v1/types.go)
diff --git a/src/frameworkcontroller/src/example/config/default/frameworkcontroller.yaml b/src/frameworkcontroller/src/example/config/default/frameworkcontroller.yaml
new file mode 100644
index 00000000..a7003d09
--- /dev/null
+++ b/src/frameworkcontroller/src/example/config/default/frameworkcontroller.yaml
@@ -0,0 +1,279 @@
+# Put it directly under frameworkcontroller's current working directory.
+# For the full config setting and usage, see ./pkg/apis/frameworkcontroller/v1/config.go
+
+# This is the default config for frameworkcontroller, so most settings are commented out.
+
+#kubeApiServerAddress: http://10.10.10.10:8080
+#kubeConfigFilePath: ''
+
+# Based on the --max-mutating-requests-inflight is 500.
+#kubeClientQps: 200
+#kubeClientBurst: 300
+#workerNumber: 500
+
+#largeFrameworkCompression: true
+
+#frameworkCompletedRetainSec: 2592000
+
+#frameworkMinRetryDelaySecForTransientConflictFailed: 60
+#frameworkMaxRetryDelaySecForTransientConflictFailed: 900
+
+podFailureSpec:
+################################################################################
+# [-1199, -1000]: K8S issued failures
+################################################################################
+- code: -1000
+  phrase: PodEvicted
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - reasonRegex: '(?i)^Evicted$'
+    messageRegex: '(?ms).*'
+- code: -1001
+  phrase: PodNodeLost
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - reasonRegex: '(?i)^NodeLost$'
+    messageRegex: '(?ms).*'
+- code: -1002
+  phrase: PodScheduledToInsufficientResourceNode
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - reasonRegex: '(?i)^OutOf\S+$'
+    messageRegex: '(?ms).*'
+- code: -1003
+  phrase: PodPreemptedForCriticalPod
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - reasonRegex: '(?i)^Preempting$'
+    messageRegex: '(?ms).*'
+- code: -1004
+  phrase: PodDeadlineExceeded
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - reasonRegex: '(?i)^DeadlineExceeded$'
+    messageRegex: '(?ms).*'
+- code: -1005
+  phrase: PodNodeAdmissionForbidden
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - reasonRegex: '(?i)^Forbidden$'
+    messageRegex: '(?ms).*'
+- code: -1006
+  phrase: PodNodeAdmissionUnexpectedError
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - reasonRegex: '(?i)^UnexpectedAdmissionError$'
+    messageRegex: '(?ms).*'
+  - reasonRegex: '(?i)^UnknownReason$'
+    messageRegex: '(?ms).*'
+  - reasonRegex: '(?i)^InvalidNodeInfo$'
+    messageRegex: '(?ms).*'
+  - reasonRegex: '(?i)^UnexpectedPredicateFailureType$'
+    messageRegex: '(?ms).*'
+
+################################################################################
+# [-1399, -1200]: Docker issued failures
+################################################################################
+- code: -1200
+  phrase: ContainerDockerOOMKilled
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - containers:
+    - reasonRegex: '(?i)^OOMKilled$'
+      codeRange: {min: 1}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: -1201
+  phrase: ContainerDockerCreationError
+  podPatterns:
+  - containers:
+    - reasonRegex: '(?i)^ContainerCannotRun$'
+      codeRange: {min: 125, max: 125}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: -1202
+  phrase: ContainerDockerStartCmdPermissionDenied
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - containers:
+    - reasonRegex: '(?i)^ContainerCannotRun$'
+      codeRange: {min: 126, max: 126}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: -1203
+  phrase: ContainerDockerStartCmdNotFound
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - containers:
+    - reasonRegex: '(?i)^ContainerCannotRun$'
+      codeRange: {min: 127, max: 127}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+  - containers:
+    - reasonRegex: '(?i)^ContainerCannotRun$'
+      codeRange: {min: 128, max: 128}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?msi).*(not found|cannot find|no such).*'
+- code: -1204
+  phrase: ContainerDockerStartUnknownError
+  podPatterns:
+  - containers:
+    - reasonRegex: '(?i)^ContainerCannotRun$'
+      codeRange: {min: 128, max: 128}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+
+################################################################################
+# [1, 255]: User Container issued failures
+################################################################################
+# [129, 192]: Involuntary failures caused by OS Signal
+- code: 130
+  phrase: ContainerSigIntReceived
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 130, max: 130}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 131
+  phrase: ContainerSigQuitReceived
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 131, max: 131}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 132
+  phrase: ContainerSigIllReceived
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 132, max: 132}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 134
+  phrase: ContainerSigAbrtReceived
+  podPatterns:
+  - containers:
+    - codeRange: {min: 134, max: 134}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 135
+  phrase: ContainerSigBusReceived
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 135, max: 135}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 136
+  phrase: ContainerSigFpeReceived
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 136, max: 136}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 137
+  phrase: ContainerSigKillReceived
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 137, max: 137}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 139
+  phrase: ContainerSigSegvReceived
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 139, max: 139}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 141
+  phrase: ContainerSigPipeReceived
+  type:
+    attributes: [Permanent]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 141, max: 141}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+- code: 143
+  phrase: ContainerSigTermReceived
+  type:
+    attributes: [Transient]
+  podPatterns:
+  - containers:
+    - codeRange: {min: 143, max: 143}
+      nameRegex: '(?ms).*'
+      messageRegex: '(?ms).*'
+
+# [1, 255] - [129, 192]: Voluntary failures caused by Container itself
+# [200, 219]: Reserved Codes
+# [1, 255] - [129, 192] - [200, 219]: Custom Codes
+# Example: Directly forwarding Container code and just adding type info.
+#- code: 220
+#  phrase: Container220Failed
+#  type:
+#    attributes: [Permanent]
+#  podPatterns:
+#  - containers:
+#    - codeRange: {min: 220, max: 220}
+#      nameRegex: '(?ms).*'
+#      messageRegex: '(?ms).*'
+
+# Example: Classification only based on Container termination message.
+#- code: 221
+#  phrase: ContainerTensorflowOOMKilled
+#  type:
+#    attributes: [Permanent]
+#  podPatterns:
+#  - containers:
+#    - messageRegex: '(?msi)tensorflow.*ResourceExhaustedError.*OOM.*'
+#      codeRange: {min: 1}
+#      nameRegex: '(?ms).*'
+#- code: 222
+#  phrase: ContainerMPISegvFault
+#  type:
+#    attributes: [Permanent]
+#  podPatterns:
+#  - containers:
+#    - messageRegex: '(?msi)Signal code: Address not mapped.*'
+#      codeRange: {min: 1}
+#      nameRegex: '(?ms).*'
+#- code: 223
+#  phrase: ContainerCudaUncorrectableECCError
+#  type:
+#    attributes: [Transient]
+#  podPatterns:
+#  - containers:
+#    - messageRegex: '(?msi)CUDA_ERROR_ECC_UNCORRECTABLE.*'
+#      codeRange: {min: 1}
+#      nameRegex: '(?ms).*'
+
+# Example: Redirect all unknown failures to a single comparable code.
+#- code: 255
+#  phrase: ContainerUnknownFailed
+#  podPatterns:
+#  - containers:
+#    - codeRange: {min: 1}
+#      nameRegex: '(?ms).*'
+#      messageRegex: '(?ms).*'
diff --git a/src/frameworkcontroller/src/example/framework/README.md b/src/frameworkcontroller/src/example/framework/README.md
new file mode 100644
index 00000000..f1192cf9
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/README.md
@@ -0,0 +1,12 @@
+# Submit Framework
+We provide various Framework examples that can be submitted by various clients:
+1. [Framework Supported Client](../../doc/user-manual.md#SupportedClient)
+2. Framework Example
+   1. [Basic Example](basic)
+   2. [FrameworkController Extension Example](extension)
+   3. [Real Scenario Example](scenario)
+
+## Next
+1. [Framework Interop](../../doc/user-manual.md#FrameworkInterop)
+2. [Framework Usage](../../pkg/apis/frameworkcontroller/v1/types.go)
+3. [User Manual](../../doc/user-manual.md)
diff --git a/src/frameworkcontroller/src/example/framework/basic/batchfailedpermanent.yaml b/src/frameworkcontroller/src/example/framework/basic/batchfailedpermanent.yaml
new file mode 100644
index 00000000..eca68364
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/batchfailedpermanent.yaml
@@ -0,0 +1,34 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: batchfailedpermanent
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 1
+  taskRoles:
+  - name: worker
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: true
+        maxRetryCount: 1
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            # See Predefined CompletionCode in
+            # ./pkg/apis/frameworkcontroller/v1/completion.go
+            command: [
+            "sh", "-c",
+            "sleep 10 &&
+            echo exit with permanent failure to tell controller not to retry &&
+            exit 210"]
diff --git a/src/frameworkcontroller/src/example/framework/basic/batchfailedtransient.yaml b/src/frameworkcontroller/src/example/framework/basic/batchfailedtransient.yaml
new file mode 100644
index 00000000..6ae99023
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/batchfailedtransient.yaml
@@ -0,0 +1,34 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: batchfailedtransient
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 1
+  taskRoles:
+  - name: worker
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: true
+        maxRetryCount: 1
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            # See Predefined CompletionCode in
+            # ./pkg/apis/frameworkcontroller/v1/completion.go
+            command: [
+            "sh", "-c",
+            "sleep 10 &&
+            echo exit with transient failure to tell controller to retry &&
+            exit 200"]
diff --git a/src/frameworkcontroller/src/example/framework/basic/batchfailedtransientconflict.yaml b/src/frameworkcontroller/src/example/framework/basic/batchfailedtransientconflict.yaml
new file mode 100644
index 00000000..c511f261
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/batchfailedtransientconflict.yaml
@@ -0,0 +1,34 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: batchfailedtransientconflict
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 1
+  taskRoles:
+  - name: worker
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            # See Predefined CompletionCode in
+            # ./pkg/apis/frameworkcontroller/v1/completion.go
+            command: [
+            "sh", "-c",
+            "sleep 10 &&
+            echo exit with transient conflict failure to tell controller to back off retry &&
+            exit 201"]
diff --git a/src/frameworkcontroller/src/example/framework/basic/batchfailedunknown.yaml b/src/frameworkcontroller/src/example/framework/basic/batchfailedunknown.yaml
new file mode 100644
index 00000000..dc25cb07
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/batchfailedunknown.yaml
@@ -0,0 +1,34 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: batchfailedunknown
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 1
+  taskRoles:
+  - name: worker
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: true
+        maxRetryCount: 1
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            # See Predefined CompletionCode in
+            # ./pkg/apis/frameworkcontroller/v1/completion.go
+            command: [
+            "sh", "-c",
+            "sleep 10 &&
+            echo exit with unknown failure to tell controller to retry within maxRetryCount &&
+            exit 1"]
diff --git a/src/frameworkcontroller/src/example/framework/basic/batchstatefulfailed.yaml b/src/frameworkcontroller/src/example/framework/basic/batchstatefulfailed.yaml
new file mode 100644
index 00000000..09044e7b
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/batchstatefulfailed.yaml
@@ -0,0 +1,56 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: batchstatefulfailed
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 1
+  taskRoles:
+  - name: worker
+    taskNumber: 3
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: true
+        maxRetryCount: 1
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            # To locate a specific Task during its whole lifecycle regardless of
+            # any retry and rescale:
+            # Consistent Identity:
+            #   PodNamespace = {FrameworkNamespace}
+            #   PodName = {FrameworkName}-{TaskRoleName}-{TaskIndex}
+            # Consistent Environment Variable Value:
+            #   ${FC_FRAMEWORK_NAMESPACE}
+            #   ${FC_FRAMEWORK_NAME}
+            #   ${FC_TASKROLE_NAME}
+            #   ${FC_TASK_INDEX}
+            #
+            # To locate a specific Task instance, in case the Task is deleted then
+            # added by rescale with a different Task instance:
+            # Environment Variable Value:
+            #   ${FC_TASK_UID}
+            #
+            # To locate a specific execution attempt of a specific Task instance:
+            # Environment Variable Value:
+            #   ${FC_TASK_UID}
+            #   ${FC_TASK_ATTEMPT_ID}
+            #
+            # To locate a specific execution attempt instance of a specific Task
+            # instance, in case the attempt instance, i.e. the Pod instance is
+            # created but not observed by FrameworkController, then it is deleted
+            # and created later with a different attempt instance:
+            # Environment Variable Value:
+            #   ${FC_TASK_ATTEMPT_INSTANCE_UID}
+            command: ["sh", "-c", "printenv && sleep 60 && exit 1"]
diff --git a/src/frameworkcontroller/src/example/framework/basic/batchsucceeded.yaml b/src/frameworkcontroller/src/example/framework/basic/batchsucceeded.yaml
new file mode 100644
index 00000000..7e8a97c6
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/batchsucceeded.yaml
@@ -0,0 +1,28 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: batchsucceeded
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 1
+  taskRoles:
+  - name: worker
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: true
+        maxRetryCount: 1
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            command: ["sh", "-c", "printenv && sleep 10"]
diff --git a/src/frameworkcontroller/src/example/framework/basic/batchwithservicesucceeded.yaml b/src/frameworkcontroller/src/example/framework/basic/batchwithservicesucceeded.yaml
new file mode 100644
index 00000000..e181cddd
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/batchwithservicesucceeded.yaml
@@ -0,0 +1,50 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: batchwithservicesucceeded
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 1
+  taskRoles:
+  - name: server
+    taskNumber: 2
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: nginx
+            image: nginx:stable
+            ports:
+            - containerPort: 80
+  - name: worker
+    taskNumber: 3
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      # Succeed the FrameworkAttempt immediately if worker's all Tasks succeeded.
+      minSucceededTaskCount: 3
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            # The communication from worker to server is ignored in this
+            # example, however, in a real case, worker usually needs the
+            # help from server to make progress.
+            command: ["sh", "-c", "printenv && sleep 10"]
diff --git a/src/frameworkcontroller/src/example/framework/basic/service.yaml b/src/frameworkcontroller/src/example/framework/basic/service.yaml
new file mode 100644
index 00000000..8a1b0fc6
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/service.yaml
@@ -0,0 +1,51 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: service
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: false
+    maxRetryCount: -2
+  taskRoles:
+  - name: server
+    taskNumber: 3
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: -2
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        #metadata:
+        #  labels:
+        #    app: server
+        spec:
+          restartPolicy: Always
+          containers:
+          - name: nginx
+            image: nginx:stable
+            ports:
+            - containerPort: 80
+---
+# Post to {kubeApiServerAddress}/api/v1/namespaces/default/services/
+# Then the above nginx server can be accessed by load-balancer http://service:30170
+apiVersion: v1
+kind: Service
+metadata:
+  name: service
+spec:
+  selector:
+    # Using predefined labels
+    FC_FRAMEWORK_NAME: service
+    FC_TASKROLE_NAME: server
+    # Also can use customized labels
+    #app: server
+  type: NodePort
+  ports:
+  - targetPort: 80
+    port: 30170
+    nodePort: 30170
diff --git a/src/frameworkcontroller/src/example/framework/basic/servicestateful.yaml b/src/frameworkcontroller/src/example/framework/basic/servicestateful.yaml
new file mode 100644
index 00000000..3ccedd6f
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/basic/servicestateful.yaml
@@ -0,0 +1,72 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: servicestateful
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: false
+    maxRetryCount: -2
+  taskRoles:
+  - name: serverstateful
+    taskNumber: 3
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: -2
+      # Never force delete Pod as it may break the stateful service.
+      podGracefulDeletionTimeoutSec: null
+      pod:
+        spec:
+          # By leveraging below Headless Service, the Pod can be discovered by its DNS FQDN:
+          # {FC_TASKROLE_NAME}-{FC_TASK_INDEX}.{FC_FRAMEWORK_NAME}.{FC_FRAMEWORK_NAMESPACE}.svc.cluster.local
+          hostname: "{{FC_TASKROLE_NAME}}-{{FC_TASK_INDEX}}"
+          subdomain: "{{FC_FRAMEWORK_NAME}}"
+          # Using Never restartPolicy, ActiveDeadlineSeconds and initContainers
+          # just to demonstrate consistent identities in this example.
+          restartPolicy: Never
+          ActiveDeadlineSeconds: 60
+          containers:
+          - name: nginx
+            image: nginx:stable
+            ports:
+            - containerPort: 80
+          initContainers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            # See comments in batchstatefulfailed.yaml
+            command: [
+              "sh", "-c",
+              "printenv &&
+              getent ahosts &&
+              echo Local DNS FQDN Resolved: $(hostname -f) &&
+              PEER_FQDN=${FC_TASKROLE_NAME}-$((2-${FC_TASK_INDEX})).${FC_FRAMEWORK_NAME}.${FC_FRAMEWORK_NAMESPACE}.svc.cluster.local &&
+              until getent ahosts ${PEER_FQDN};
+                do echo Waiting Peer DNS FQDN Resolved: ${PEER_FQDN}; sleep 3;
+              done;
+              echo Peer DNS FQDN Resolved: ${PEER_FQDN}"]
+---
+# Post to {kubeApiServerAddress}/api/v1/namespaces/default/services/
+# It is a Headless Service which does not create a load-balancer, but still
+# creates DNS records for each Pod of above Framework, so that they can resolve
+# each other's IP.
+apiVersion: v1
+kind: Service
+metadata:
+  name: servicestateful
+spec:
+  # Headless Service
+  clusterIP: None
+  # Create DNS records regardless of Pod readiness, to simply peer discovery.
+  publishNotReadyAddresses: true
+  selector:
+    # See comments in service.yaml
+    FC_FRAMEWORK_NAME: servicestateful
+    FC_TASKROLE_NAME: serverstateful
+  ports:
+  - targetPort: 80
+    port: 30180
diff --git a/src/frameworkcontroller/src/example/framework/extension/frameworkbarrier.yaml b/src/frameworkcontroller/src/example/framework/extension/frameworkbarrier.yaml
new file mode 100644
index 00000000..6926a6d0
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/extension/frameworkbarrier.yaml
@@ -0,0 +1,134 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+# For the full frameworkbarrier usage, see ./pkg/barrier/barrier.go
+
+############################### Prerequisite ###################################
+# See "[PREREQUISITE]" in this file.
+################################################################################
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: frameworkbarrier
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 0
+  taskRoles:
+  - name: server
+    taskNumber: 10
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            # Using /mnt/frameworkbarrier/injector.sh to inject environment variables,
+            # such as:
+            # FB_{UpperCase({TaskRoleName})}_IPS=
+            #   {Task[0].PodIP},...,
+            #   {Task[TaskRole.TaskNumber-1].PodIP}
+            # FB_{UpperCase({TaskRoleName})}_ADDRESSES=
+            #   {Task[0].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT},...,
+            #   {Task[TaskRole.TaskNumber-1].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT}
+            #  Note, the environment variable FB_{UpperCase({TaskRoleName})}_PORT should be
+            #  provided by the caller in advance.
+            #
+            # User may need to tweak these environment variables to its own
+            # input format.
+            #
+            # User can also write its own injector script to inject other
+            # Framework information from the Framework object file:
+            # /mnt/frameworkbarrier/framework.json.
+            command: [
+            "sh", "-c",
+            "FB_SERVER_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh && printenv &&
+            FB_SERVER_PORT=4002 FB_WORKER_PORT=5002 . /mnt/frameworkbarrier/injector.sh && printenv &&
+            sleep 60"]
+            ports:
+            - containerPort: 4001
+            - containerPort: 4002
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          # [PREREQUISITE]
+          # User needs to create a ServiceAccount in the same namespace of this
+          # Framework with granted permission for frameworkbarrier, if the k8s
+          # cluster enforces authorization.
+          # For example, if the cluster enforces RBAC:
+          #   kubectl create serviceaccount frameworkbarrier --namespace default
+          #   kubectl create clusterrole frameworkbarrier \
+          #     --verb=get,list,watch \
+          #     --resource=frameworks
+          #   kubectl create clusterrolebinding frameworkbarrier \
+          #     --clusterrole=frameworkbarrier \
+          #     --user=system:serviceaccount:default:frameworkbarrier
+          serviceAccountName: frameworkbarrier
+          initContainers:
+          - name: frameworkbarrier
+            # Using official image to demonstrate this example.
+            image: frameworkcontroller/frameworkbarrier
+            # Using k8s inClusterConfig, so usually, no need to specify
+            # KUBE_APISERVER_ADDRESS or KUBECONFIG
+            #env:
+            #- name: KUBE_APISERVER_ADDRESS
+            #  value: {http[s]://host:port}
+            #- name: KUBECONFIG
+            #  value: {Pod Local KubeConfig File Path}
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+  - name: worker
+    taskNumber: 10
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      podGracefulDeletionTimeoutSec: 600
+      pod:
+        spec:
+          restartPolicy: Never
+          containers:
+          - name: ubuntu
+            image: ubuntu:trusty
+            command: [
+            "sh", "-c",
+            "FB_SERVER_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh && printenv &&
+            FB_SERVER_PORT=4002 FB_WORKER_PORT=5002 . /mnt/frameworkbarrier/injector.sh && printenv &&
+            sleep 60"]
+            ports:
+            - containerPort: 5001
+            - containerPort: 5002
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          # [PREREQUISITE]
+          # Same as server TaskRole.
+          serviceAccountName: frameworkbarrier
+          initContainers:
+          - name: frameworkbarrier
+            image: frameworkcontroller/frameworkbarrier
+            #env:
+            #- name: KUBE_APISERVER_ADDRESS
+            #  value: {http[s]://host:port}
+            #- name: KUBECONFIG
+            #  value: {Pod Local KubeConfig File Path}
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
diff --git a/src/frameworkcontroller/src/example/framework/scenario/pytorch/README.md b/src/frameworkcontroller/src/example/framework/scenario/pytorch/README.md
new file mode 100644
index 00000000..0bf2c5d4
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/pytorch/README.md
@@ -0,0 +1,9 @@
+# PyTorch On FrameworkController
+
+## Feature
+1. Support [almost all kinds of PyTorch applications](../../../../README.md#microsoft-openpai-frameworkcontroller), including [PyTorch Elastic Training](elastic)
+2. [Common Feature](../../../../README.md#Feature)
+
+## Quick Start
+1. [Common Quick Start](../../../../README.md#Quick-Start)
+2. [PyTorch Elastic Training Example](elastic)
diff --git a/src/frameworkcontroller/src/example/framework/scenario/pytorch/elastic/README.md b/src/frameworkcontroller/src/example/framework/scenario/pytorch/elastic/README.md
new file mode 100644
index 00000000..a0cbc354
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/pytorch/elastic/README.md
@@ -0,0 +1,585 @@
+# [PyTorch Elastic Training](https://pytorch.org/elastic) On FrameworkController
+
+## Feature
+1. Support to [ScaleUp/ScaleDown with Strong Safety Guarantee](../../../../../doc/user-manual.md#FrameworkRescale)
+2. Support to use whole cluster shared etcd or per-application dedicated etcd. If latter is used, the etcd will be automatically cleaned up when the whole FrameworkAttempt is completed
+3. [Common Feature](../../../../../README.md#Feature)
+
+## Prerequisite
+1. Need to setup [Kubernetes DNS](https://kubernetes.io/docs/concepts/services-networking/dns-pod-service)
+2. Need to setup [Kubernetes GPU Device Plugin](https://kubernetes.io/docs/tasks/manage-gpus/scheduling-gpus) for at least 4 NVIDIA GPUs
+3. Need to setup [Kubernetes Cluster-Level Logging](https://kubernetes.io/docs/concepts/cluster-administration/logging), if you need to persist and expose the log for deleted Pod
+
+## ImageNet Example
+1. Create Service for etcd as below, so that etcd can be discovered by training workers:
+```yaml
+apiVersion: v1
+kind: Service
+metadata:
+  name: pet-etcd
+spec:
+  selector:
+    FC_FRAMEWORK_NAME: pet
+    FC_TASKROLE_NAME: etcd
+  ports:
+  - targetPort: 2379
+    port: 2379
+```
+2. Create Service for training worker as below, so that training workers can be discovered by each other:
+```yaml
+# See comments in ./example/framework/basic/servicestateful.yaml
+apiVersion: v1
+kind: Service
+metadata:
+  name: pet-worker
+spec:
+  clusterIP: None
+  publishNotReadyAddresses: true
+  selector:
+    FC_FRAMEWORK_NAME: pet
+    FC_TASKROLE_NAME: worker
+```
+3. [Create Framework](../../../../../doc/user-manual.md#CREATE_Framework) for training as below, and wait until all Tasks are AttemptRunning:
+```yaml
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: pet
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 2
+  taskRoles:
+  - name: etcd
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      # Always retry etcd if there is only etcd failure
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: -2
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          restartPolicy: Always
+          containers:
+          - name: etcd
+            image: quay.io/coreos/etcd:v3.4.9
+            command: [
+            "sh", "-c",
+            "/usr/local/bin/etcd
+            --data-dir /var/lib/etcd --enable-v2
+            --listen-client-urls http://0.0.0.0:2379
+            --advertise-client-urls http://0.0.0.0:2379
+            --initial-cluster-state new"]
+            ports:
+            - containerPort: 2379
+  - name: worker
+    # Should within torchelastic nnodes range.
+    taskNumber: 4
+    # As exit barrier is not yet supported in below torchelastic image, it is better
+    # to still wait until all workers succeeded and only until then succeed the
+    # whole training.
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: 4
+    task:
+      retryPolicy:
+        fancyRetryPolicy: true
+        maxRetryCount: 2
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          # See comments in ./example/framework/basic/servicestateful.yaml
+          hostname: "{{FC_TASKROLE_NAME}}-{{FC_TASK_INDEX}}"
+          subdomain: "{{FC_FRAMEWORK_NAME}}-{{FC_TASKROLE_NAME}}"
+          restartPolicy: Never
+          containers:
+          - name: pytorch
+            # Using official image to demonstrate this example.
+            # The imagenet example does not require a distributed shared file system to broadcast checkpoint:
+            # https://github.com/pytorch/elastic/blob/45dc33f3eca1344fe1fd84634fb0d62767822f3e/examples/imagenet/main.py#L336-L343
+            image: torchelastic/examples:0.2.0
+            command: [
+              "sh", "-c",
+              "python -m torchelastic.distributed.launch
+              --rdzv_backend=etcd
+              --rdzv_endpoint=${FC_FRAMEWORK_NAME}-etcd:2379
+              --rdzv_id=${FC_FRAMEWORK_NAME}
+              --nnodes=1:4
+              --nproc_per_node=1
+              /workspace/examples/imagenet/main.py
+              --arch=resnet18 --batch-size=32 --epochs=2
+              /workspace/data/tiny-imagenet-200"]
+            resources:
+              limits:
+                # Should equal to torchelastic nproc_per_node.
+                nvidia.com/gpu: 1
+            volumeMounts:
+            # Mount shared memory otherwise pytorch data loaders may be OOM.
+            - name: shm-volume
+              mountPath: /dev/shm
+          volumes:
+          - name: shm-volume
+            emptyDir:
+              medium: Memory
+```
+4. All workers will train the model, with log like below:
+```text
+[INFO] 2020-07-31 06:52:44,968 launch: Running torchelastic.distributed.launch with args: ['/opt/conda/lib/python3.7/site-packages/torchelastic/distributed/launch.py', '--rdzv_backend=etcd', '--rdzv_endpoint=pet-etcd:2379', '--rdzv_id=pet', '--nnodes=1:4', '--nproc_per_node=1', '/workspace/examples/imagenet/main.py', '--arch=resnet18', '--batch-size=32', '--epochs=2', '/workspace/data/tiny-imagenet-200']
+INFO 2020-07-31 06:52:44,976 Etcd machines: ['http://0.0.0.0:2379']
+[INFO] 2020-07-31 06:52:44,985 launch: Using nproc_per_node=1.
+[INFO] 2020-07-31 06:52:45,715 api: [default] starting workers for function: wrapper_fn
+[INFO] 2020-07-31 06:52:45,715 api: [default] Rendezvous'ing worker group
+INFO 2020-07-31 06:52:45,715 Attempting to join next rendezvous
+INFO 2020-07-31 06:52:45,723 New rendezvous state created: {'status': 'joinable', 'version': '1', 'participants': []}
+INFO 2020-07-31 06:52:45,739 Joined rendezvous version 1 as rank 0. Full state: {'status': 'joinable', 'version': '1', 'participants': [0]}
+INFO 2020-07-31 06:52:45,739 Rank 0 is responsible for join last call.
+INFO 2020-07-31 06:52:46,942 Rank 0 finished join last call.
+INFO 2020-07-31 06:52:46,942 Waiting for remaining peers.
+INFO 2020-07-31 06:52:46,943 All peers arrived. Confirming membership.
+INFO 2020-07-31 06:52:46,954 Waiting for confirmations from all peers.
+INFO 2020-07-31 06:52:47,064 Rendezvous version 1 is complete. Final state: {'status': 'final', 'version': '1', 'participants': [0, 1, 2, 3], 'keep_alives': ['/torchelastic/p2p/run_pet/rdzv/v_1/rank_0', '/torchelastic/p2p/run_pet/rdzv/v_1/rank_3', '/torchelastic/p2p/run_pet/rdzv/v_1/rank_2', '/torchelastic/p2p/run_pet/rdzv/v_1/rank_1'], 'num_workers_waiting': 0}
+INFO 2020-07-31 06:52:47,064 Creating EtcdStore as the c10d::Store implementation
+[INFO] 2020-07-31 06:52:47,071 api: [default] Rendezvous complete for workers.
+Result:
+	restart_count=0
+	group_rank=0
+	group_world_size=4
+	rank stride=1
+	assigned global_ranks=[0]
+	master_addr=worker-0.pet-worker.default.svc.cluster.local
+	master_port=43429
+
+[INFO] 2020-07-31 06:52:47,071 api: [default] Starting worker group
+=> set cuda device = 0
+=> creating model: resnet18
+=> no workers have checkpoints, starting from epoch 0
+=> start_epoch: 0, best_acc1: 0
+Epoch: [0][  0/782]	Time  3.613 ( 3.613)	Data  0.079 ( 0.079)	Loss 7.0412e+00 (7.0412e+00)	Acc@1   0.00 (  0.00)	Acc@5   0.00 (  0.00)
+Epoch: [0][ 10/782]	Time  1.638 ( 1.849)	Data  0.086 ( 0.300)	Loss 5.7640e+00 (6.3097e+00)	Acc@1   0.00 (  0.00)	Acc@5   0.00 (  1.99)
+......
+Test: [300/313]	Time  0.122 ( 0.167)	Loss 7.0159e+00 (7.0172e+00)	Acc@1   0.00 (  0.40)	Acc@5   6.25 (  1.43)
+Test: [310/313]	Time  0.139 ( 0.166)	Loss 7.3541e+00 (7.0174e+00)	Acc@1   0.00 (  0.39)	Acc@5   3.12 (  1.43)
+ * Acc@1 0.390 Acc@5 1.420
+=> saved checkpoint for epoch 0 at /tmp/checkpoint.pth.tar
+=> best model found at epoch 0 saving to /tmp/model_best.pth.tar
+Epoch: [1][  0/782]	Time  6.522 ( 6.522)	Data  0.052 ( 0.052)	Loss 4.4326e+00 (4.4326e+00)	Acc@1   3.12 (  3.12)	Acc@5  15.62 ( 15.62)
+Epoch: [1][ 10/782]	Time  1.427 ( 1.703)	Data  0.045 ( 0.202)	Loss 4.3480e+00 (4.4527e+00)	Acc@1   0.00 (  7.67)	Acc@5  34.38 ( 22.73)
+......
+```
+5. [ScaleDown Framework](../../../../../doc/user-manual.md#Add_Delete_Task): Decrease `worker` taskNumber and minSucceededTaskCount from 4 to 2 by below patch:
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/1/name",
+    "value": "worker"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/1/taskNumber",
+    "value": 2
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/1/frameworkAttemptCompletionPolicy/minSucceededTaskCount",
+    "value": 2
+  }
+]
+```
+6. Remaining workers `pet-worker-0`, `pet-worker-1` will re-rendezvous and recover from last epoch checkpoint, with log like below:
+```text
+......
+Epoch: [1][180/782]	Time  1.186 ( 1.230)	Data  0.095 ( 0.179)	Loss 4.2262e+00 (4.3819e+00)	Acc@1   9.38 (  9.12)	Acc@5  34.38 ( 25.57)
+Epoch: [1][190/782]	Time  1.580 ( 1.230)	Data  0.782 ( 0.180)	Loss 3.9395e+00 (4.3789e+00)	Acc@1   9.38 (  9.18)	Acc@5  34.38 ( 25.59)
+Traceback (most recent call last):
+  File "/workspace/examples/imagenet/main.py", line 603, in <module>
+    main()
+  File "/workspace/examples/imagenet/main.py", line 188, in main
+    train(train_loader, model, criterion, optimizer, epoch, device_id, print_freq)
+  File "/workspace/examples/imagenet/main.py", line 471, in train
+    loss.backward()
+  File "/opt/conda/lib/python3.7/site-packages/torch/tensor.py", line 198, in backward
+    torch.autograd.backward(self, gradient, retain_graph, create_graph)
+  File "/opt/conda/lib/python3.7/site-packages/torch/autograd/__init__.py", line 100, in backward
+    allow_unreachable=True)  # allow_unreachable flag
+RuntimeError: NCCL error: unhandled system error, NCCL version 2.4.8
+[ERROR] 2020-07-31 07:15:34,783 local_elastic_agent: [default] Worker group failed
+Traceback (most recent call last):
+  File "/opt/conda/lib/python3.7/site-packages/torchelastic/agent/server/local_elastic_agent.py", line 190, in _monitor_workers
+    if self._process_context.join(timeout=-1):
+  File "/opt/conda/lib/python3.7/site-packages/torch/multiprocessing/spawn.py", line 119, in join
+    raise Exception(msg)
+Exception: 
+
+-- Process 0 terminated with the following error:
+Traceback (most recent call last):
+  File "/opt/conda/lib/python3.7/site-packages/torch/multiprocessing/spawn.py", line 20, in _wrap
+    fn(i, *args)
+  File "/opt/conda/lib/python3.7/site-packages/torchelastic/agent/server/local_elastic_agent.py", line 79, in _wrap
+    ret = fn(*args)
+  File "/opt/conda/lib/python3.7/site-packages/torchelastic/distributed/launch.py", line 392, in wrapper_fn
+    raise subprocess.CalledProcessError(returncode=process.returncode, cmd=cmd)
+subprocess.CalledProcessError: Command '['/opt/conda/bin/python', '-u', '/workspace/examples/imagenet/main.py', '--arch=resnet18', '--batch-size=32', '--epochs=2', '/workspace/data/tiny-imagenet-200']' returned non-zero exit status 1.
+
+[INFO] 2020-07-31 07:15:34,785 api: [default] Worker group FAILED. 3/3 attempts left; will restart worker group
+[INFO] 2020-07-31 07:15:34,785 api: [default] Stopping worker group
+[INFO] 2020-07-31 07:15:34,785 api: [default] Rendezvous'ing worker group
+INFO 2020-07-31 07:15:34,785 Attempting to join next rendezvous
+INFO 2020-07-31 07:15:34,791 Observed existing rendezvous state: {'status': 'joinable', 'version': '2', 'participants': [0]}
+INFO 2020-07-31 07:15:34,826 Joined rendezvous version 2 as rank 1. Full state: {'status': 'joinable', 'version': '2', 'participants': [0, 1]}
+INFO 2020-07-31 07:15:34,826 Waiting for remaining peers.
+INFO 2020-07-31 07:16:04,896 All peers arrived. Confirming membership.
+INFO 2020-07-31 07:16:04,904 Waiting for confirmations from all peers.
+INFO 2020-07-31 07:16:04,908 Rendezvous version 2 is complete. Final state: {'status': 'final', 'version': '2', 'participants': [0, 1], 'keep_alives': ['/torchelastic/p2p/run_pet/rdzv/v_2/rank_1', '/torchelastic/p2p/run_pet/rdzv/v_2/rank_0'], 'num_workers_waiting': 0}
+INFO 2020-07-31 07:16:04,908 Creating EtcdStore as the c10d::Store implementation
+[INFO] 2020-07-31 07:16:04,915 api: [default] Rendezvous complete for workers.
+Result:
+	restart_count=1
+	group_rank=1
+	group_world_size=2
+	rank stride=1
+	assigned global_ranks=[1]
+	master_addr=worker-1.pet-worker.default.svc.cluster.local
+	master_port=55787
+
+[INFO] 2020-07-31 07:16:04,915 api: [default] Starting worker group
+=> set cuda device = 0
+=> creating model: resnet18
+=> loading checkpoint file: /tmp/checkpoint.pth.tar
+=> loaded checkpoint file: /tmp/checkpoint.pth.tar
+=> using checkpoint from rank: 1, max_epoch: 0
+=> checkpoint broadcast size is: 93588276
+/opt/conda/conda-bld/pytorch_1587428398394/work/torch/csrc/utils/tensor_numpy.cpp:141: UserWarning: The given NumPy array is not writeable, and PyTorch does not support non-writeable tensors. This means you can write to the underlying (supposedly non-writeable) NumPy array using the tensor. You may want to copy the array to protect its data or make it writeable before converting it to a tensor. This type of warning will be suppressed for the rest of this program.
+=> done broadcasting checkpoint
+=> done restoring from previous checkpoint
+=> start_epoch: 1, best_acc1: 0.38999998569488525
+Epoch: [1][   0/1563]	Time  2.916 ( 2.916)	Data  0.095 ( 0.095)	Loss 4.3512e+00 (4.3512e+00)	Acc@1  15.62 ( 15.62)	Acc@5  21.88 ( 21.88)
+Epoch: [1][  10/1563]	Time  0.650 ( 0.833)	Data  0.043 ( 0.090)	Loss 4.4603e+00 (4.4707e+00)	Acc@1  12.50 (  8.52)	Acc@5  21.88 ( 20.45)
+......
+```
+7. [ScaleUp Framework](../../../../../doc/user-manual.md#Add_Delete_Task): Increase `worker` taskNumber and minSucceededTaskCount from 2 to 3 by below patch:
+```json
+[
+  {
+    "op": "test",
+    "path": "/spec/taskRoles/1/name",
+    "value": "worker"
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/1/taskNumber",
+    "value": 3
+  },
+  {
+    "op": "replace",
+    "path": "/spec/taskRoles/1/frameworkAttemptCompletionPolicy/minSucceededTaskCount",
+    "value": 3
+  }
+]
+```
+8. Augmented workers `pet-worker-0`, `pet-worker-1`, `pet-worker-2` will re-rendezvous and recover from last epoch checkpoint, with log like below:
+```text
+......
+Epoch: [1][1450/1563]	Time  0.563 ( 0.783)	Data  0.108 ( 0.177)	Loss 4.0248e+00 (4.2794e+00)	Acc@1  12.50 ( 10.54)	Acc@5  37.50 ( 28.52)
+Epoch: [1][1460/1563]	Time  0.560 ( 0.783)	Data  0.074 ( 0.179)	Loss 4.5901e+00 (4.2787e+00)	Acc@1   6.25 ( 10.55)	Acc@5  18.75 ( 28.53)
+[INFO] 2020-07-31 07:35:16,348 api: [default] Detected 1 new nodes from group_rank=1; will restart worker group
+[INFO] 2020-07-31 07:35:16,349 api: [default] Stopping worker group
+[INFO] 2020-07-31 07:35:21,306 api: [default] Rendezvous'ing worker group
+INFO 2020-07-31 07:35:21,307 Attempting to join next rendezvous
+INFO 2020-07-31 07:35:21,310 Observed existing rendezvous state: {'status': 'final', 'version': '2', 'participants': [0, 1], 'keep_alives': ['/torchelastic/p2p/run_pet/rdzv/v_2/rank_1', '/torchelastic/p2p/run_pet/rdzv/v_2/rank_0'], 'num_workers_waiting': 1}
+INFO 2020-07-31 07:35:21,363 Announce self as waiting CAS unsuccessful, retrying
+INFO 2020-07-31 07:35:21,411 Added self to waiting list. Rendezvous full state: {"status": "final", "version": "2", "participants": [0, 1], "keep_alives": ["/torchelastic/p2p/run_pet/rdzv/v_2/rank_1", "/torchelastic/p2p/run_pet/rdzv/v_2/rank_0"], "num_workers_waiting": 3}
+INFO 2020-07-31 07:35:30,806 Keep-alive key /torchelastic/p2p/run_pet/rdzv/v_2/rank_1 is not renewed.
+INFO 2020-07-31 07:35:30,807 Rendevous version 2 is incomplete. 
+INFO 2020-07-31 07:35:30,807 Attempting to destroy it.
+INFO 2020-07-31 07:35:30,808 Rendezvous attempt failed, will retry. Reason: Key not found : /torchelastic/p2p/run_pet/rdzv/active_version
+INFO 2020-07-31 07:35:31,810 Attempting to join next rendezvous
+INFO 2020-07-31 07:35:31,813 Observed existing rendezvous state: {'status': 'joinable', 'version': '3', 'participants': [0]}
+INFO 2020-07-31 07:35:31,867 Joined rendezvous version 3 as rank 1. Full state: {'status': 'joinable', 'version': '3', 'participants': [0, 1]}
+INFO 2020-07-31 07:35:31,868 Waiting for remaining peers.
+INFO 2020-07-31 07:36:01,831 All peers arrived. Confirming membership.
+INFO 2020-07-31 07:36:01,882 Waiting for confirmations from all peers.
+INFO 2020-07-31 07:36:01,915 Rendezvous version 3 is complete. Final state: {'status': 'final', 'version': '3', 'participants': [0, 1, 2], 'keep_alives': ['/torchelastic/p2p/run_pet/rdzv/v_3/rank_0', '/torchelastic/p2p/run_pet/rdzv/v_3/rank_1', '/torchelastic/p2p/run_pet/rdzv/v_3/rank_2'], 'num_workers_waiting': 0}
+INFO 2020-07-31 07:36:01,915 Creating EtcdStore as the c10d::Store implementation
+[INFO] 2020-07-31 07:36:01,919 api: [default] Rendezvous complete for workers.
+Result:
+	restart_count=1
+	group_rank=1
+	group_world_size=3
+	rank stride=1
+	assigned global_ranks=[1]
+	master_addr=worker-1.pet-worker.default.svc.cluster.local
+	master_port=44823
+
+[INFO] 2020-07-31 07:36:01,919 api: [default] Starting worker group
+=> set cuda device = 0
+=> creating model: resnet18
+=> loading checkpoint file: /tmp/checkpoint.pth.tar
+=> loaded checkpoint file: /tmp/checkpoint.pth.tar
+=> using checkpoint from rank: 1, max_epoch: 0
+=> checkpoint broadcast size is: 93588276
+/opt/conda/conda-bld/pytorch_1587428398394/work/torch/csrc/utils/tensor_numpy.cpp:141: UserWarning: The given NumPy array is not writeable, and PyTorch does not support non-writeable tensors. This means you can write to the underlying (supposedly non-writeable) NumPy array using the tensor. You may want to copy the array to protect its data or make it writeable before converting it to a tensor. This type of warning will be suppressed for the rest of this program.
+=> done broadcasting checkpoint
+=> done restoring from previous checkpoint
+=> start_epoch: 1, best_acc1: 0.38999998569488525
+Epoch: [1][   0/1042]	Time  2.741 ( 2.741)	Data  0.073 ( 0.073)	Loss 4.7370e+00 (4.7370e+00)	Acc@1   0.00 (  0.00)	Acc@5  15.62 ( 15.62)
+Epoch: [1][  10/1042]	Time  0.732 ( 1.339)	Data  0.045 ( 0.292)	Loss 4.5558e+00 (4.4728e+00)	Acc@1   3.12 (  7.39)	Acc@5  12.50 ( 23.86)
+......
+```
+9. When training completed, all workers will succeed, with log like below:
+```text
+......
+Test: [300/313]	Time  0.118 ( 0.179)	Loss 8.1714e+00 (8.1763e+00)	Acc@1   3.12 (  1.15)	Acc@5   6.25 (  3.87)
+Test: [310/313]	Time  0.281 ( 0.177)	Loss 8.7371e+00 (8.1767e+00)	Acc@1   0.00 (  1.14)	Acc@5   6.25 (  3.86)
+ * Acc@1 1.130 Acc@5 3.850
+=> saved checkpoint for epoch 1 at /tmp/checkpoint.pth.tar
+=> best model found at epoch 1 saving to /tmp/model_best.pth.tar
+[INFO] 2020-07-31 07:55:16,413 api: [default] All workers successfully finished.
+```
+10. Finally, the whole Framework will succeed, with Status like below:
+```yaml
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: pet
+  namespace: default
+  creationTimestamp: '2020-07-31T06:52:25Z'
+  generation: 43
+  resourceVersion: '35492058'
+  selfLink: "/apis/frameworkcontroller.microsoft.com/v1/namespaces/default/frameworks/pet"
+  uid: c3f9e3a1-314d-4b5f-94b9-9287d15ac5d6
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 2
+  taskRoles:
+  - name: etcd
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: -2
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          restartPolicy: Always
+          containers:
+          - name: etcd
+            image: quay.io/coreos/etcd:v3.4.9
+            command:
+            - sh
+            - "-c"
+            - "/usr/local/bin/etcd --data-dir /var/lib/etcd --enable-v2 --listen-client-urls
+              http://0.0.0.0:2379 --advertise-client-urls http://0.0.0.0:2379 --initial-cluster-state
+              new"
+            ports:
+            - containerPort: 2379
+  - name: worker
+    taskNumber: 3
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: 3
+    task:
+      retryPolicy:
+        fancyRetryPolicy: true
+        maxRetryCount: 2
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          hostname: "{{FC_TASKROLE_NAME}}-{{FC_TASK_INDEX}}"
+          subdomain: "{{FC_FRAMEWORK_NAME}}-{{FC_TASKROLE_NAME}}"
+          restartPolicy: Never
+          containers:
+          - name: pytorch
+            image: torchelastic/examples:0.2.0
+            command:
+            - sh
+            - "-c"
+            - python -m torchelastic.distributed.launch --rdzv_backend=etcd --rdzv_endpoint=${FC_FRAMEWORK_NAME}-etcd:2379
+              --rdzv_id=${FC_FRAMEWORK_NAME} --nnodes=1:4 --nproc_per_node=1 /workspace/examples/imagenet/main.py
+              --arch=resnet18 --batch-size=32 --epochs=2 /workspace/data/tiny-imagenet-200
+            resources:
+              limits:
+                nvidia.com/gpu: '1'
+            volumeMounts:
+            - name: shm-volume
+              mountPath: "/dev/shm"
+          volumes:
+          - name: shm-volume
+            emptyDir:
+              medium: Memory
+status:
+  startTime: '2020-07-31T06:52:25Z'
+  completionTime: '2020-07-31T07:56:14Z'
+  state: Completed
+  transitionTime: '2020-07-31T07:56:14Z'
+  retryPolicyStatus:
+    accountableRetriedCount: 0
+    retryDelaySec:
+    totalRetriedCount: 0
+  attemptStatus:
+    id: 0
+    startTime: '2020-07-31T06:52:25Z'
+    runTime: '2020-07-31T06:52:30Z'
+    completionTime: '2020-07-31T07:56:14Z'
+    instanceUID: 0_da3b7866-d1b2-45be-8222-ff85ac67ef23
+    configMapName: pet-attempt
+    configMapUID: da3b7866-d1b2-45be-8222-ff85ac67ef23
+    completionStatus:
+      code: 0
+      phrase: Succeeded
+      type:
+        attributes: []
+        name: Succeeded
+      diagnostics: Pod succeeded
+      trigger:
+        message: SucceededTaskCount 3 has reached MinSucceededTaskCount 3 in the TaskRole
+        taskRoleName: worker
+        taskIndex: 1
+    taskRoleStatuses:
+    - name: etcd
+      podGracefulDeletionTimeoutSec: 1800
+      taskStatuses:
+      - index: 0
+        startTime: '2020-07-31T06:52:25Z'
+        completionTime: '2020-07-31T07:56:14Z'
+        state: Completed
+        transitionTime: '2020-07-31T07:56:14Z'
+        deletionPending: false
+        retryPolicyStatus:
+          accountableRetriedCount: 0
+          retryDelaySec:
+          totalRetriedCount: 0
+        attemptStatus:
+          id: 0
+          startTime: '2020-07-31T06:52:25Z'
+          runTime: '2020-07-31T06:52:30Z'
+          completionTime: '2020-07-31T07:56:13Z'
+          instanceUID: 0_7870a450-4eb4-4596-a0d2-be5c6727de03
+          podName: pet-etcd-0
+          podUID: 7870a450-4eb4-4596-a0d2-be5c6727de03
+          podNodeName: node11
+          podIP: 10.207.128.5
+          podHostIP: 10.151.40.232
+          completionStatus:
+            code: -220
+            phrase: FrameworkAttemptCompletion
+            type:
+              attributes:
+              - Permanent
+              name: Failed
+            diagnostics: Stop to complete current FrameworkAttempt
+    - name: worker
+      podGracefulDeletionTimeoutSec: 1800
+      taskStatuses:
+      - index: 0
+        startTime: '2020-07-31T06:52:25Z'
+        completionTime: '2020-07-31T07:55:18Z'
+        state: Completed
+        transitionTime: '2020-07-31T07:55:18Z'
+        deletionPending: false
+        retryPolicyStatus:
+          accountableRetriedCount: 0
+          retryDelaySec:
+          totalRetriedCount: 0
+        attemptStatus:
+          id: 0
+          startTime: '2020-07-31T06:52:25Z'
+          runTime: '2020-07-31T06:52:30Z'
+          completionTime: '2020-07-31T07:55:18Z'
+          instanceUID: 0_a550a22a-6371-4ac3-991b-fc5957fb0dac
+          podName: pet-worker-0
+          podUID: a550a22a-6371-4ac3-991b-fc5957fb0dac
+          podNodeName: node9
+          podIP: 10.204.128.1
+          podHostIP: 10.151.40.230
+          completionStatus:
+            code: 0
+            phrase: Succeeded
+            type:
+              attributes: []
+              name: Succeeded
+            diagnostics: Pod succeeded
+            pod:
+              containers:
+              - code: 0
+                name: pytorch
+                reason: Completed
+      - index: 1
+        startTime: '2020-07-31T06:52:25Z'
+        completionTime: '2020-07-31T07:55:30Z'
+        state: Completed
+        transitionTime: '2020-07-31T07:55:30Z'
+        deletionPending: false
+        retryPolicyStatus:
+          accountableRetriedCount: 0
+          retryDelaySec:
+          totalRetriedCount: 0
+        attemptStatus:
+          id: 0
+          startTime: '2020-07-31T06:52:25Z'
+          runTime: '2020-07-31T06:52:31Z'
+          completionTime: '2020-07-31T07:55:29Z'
+          instanceUID: 0_6213facb-d11d-416d-9530-32adeb708439
+          podName: pet-worker-1
+          podUID: 6213facb-d11d-416d-9530-32adeb708439
+          podNodeName: node10
+          podIP: 10.201.0.2
+          podHostIP: 10.151.40.231
+          completionStatus:
+            code: 0
+            phrase: Succeeded
+            type:
+              attributes: []
+              name: Succeeded
+            diagnostics: Pod succeeded
+            pod:
+              containers:
+              - code: 0
+                name: pytorch
+                reason: Completed
+      - index: 2
+        startTime: '2020-07-31T07:34:55Z'
+        completionTime: '2020-07-31T07:55:22Z'
+        state: Completed
+        transitionTime: '2020-07-31T07:55:22Z'
+        deletionPending: false
+        retryPolicyStatus:
+          accountableRetriedCount: 0
+          retryDelaySec:
+          totalRetriedCount: 0
+        attemptStatus:
+          id: 0
+          startTime: '2020-07-31T07:34:55Z'
+          runTime: '2020-07-31T07:34:58Z'
+          completionTime: '2020-07-31T07:55:22Z'
+          instanceUID: 0_d12681fc-986d-4f36-95f3-f0edde5750ca
+          podName: pet-worker-2
+          podUID: d12681fc-986d-4f36-95f3-f0edde5750ca
+          podNodeName: node6
+          podIP: 10.202.128.6
+          podHostIP: 10.151.40.227
+          completionStatus:
+            code: 0
+            phrase: Succeeded
+            type:
+              attributes: []
+              name: Succeeded
+            diagnostics: Pod succeeded
+            pod:
+              containers:
+              - code: 0
+                name: pytorch
+                reason: Completed
+```
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/README.md b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/README.md
new file mode 100644
index 00000000..1c094b95
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/README.md
@@ -0,0 +1,9 @@
+# TensorFlow On FrameworkController
+
+## Feature
+1. Support [almost all kinds of TensorFlow applications](../../../../README.md#microsoft-openpai-frameworkcontroller), including [TensorFlow ParameterServer Training](ps)
+2. [Common Feature](../../../../README.md#Feature)
+
+## Quick Start
+1. [Common Quick Start](../../../../README.md#Quick-Start)
+2. [TensorFlow ParameterServer Training Example](ps)
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/README.md b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/README.md
new file mode 100644
index 00000000..e0cf475c
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/README.md
@@ -0,0 +1,17 @@
+# [TensorFlow ParameterServer Training](https://www.tensorflow.org/guide/distributed_training#parameterserverstrategy) On FrameworkController
+
+## Feature
+1. Support both GPU and CPU Distributed Training
+2. Automatically clean up PS when the whole FrameworkAttempt is completed
+3. No need to adjust existing TensorFlow image
+4. No need to setup [Kubernetes DNS](https://kubernetes.io/docs/concepts/services-networking/dns-pod-service) and [Kubernetes Service](https://kubernetes.io/docs/concepts/services-networking/service)
+5. [Common Feature](../../../../../README.md#Feature)
+
+## Prerequisite
+1. See `[PREREQUISITE]` in each specific Framework yaml file
+2. Need to setup [Kubernetes Cluster-Level Logging](https://kubernetes.io/docs/concepts/cluster-administration/logging), if you need to persist and expose the log for deleted Pod
+
+## Quick Start
+1. [Common Quick Start](../../../../../README.md#Quick-Start)
+2. [CPU Example](cpu)
+3. [GPU Example](gpu)
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/build/Dockerfile b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/build/Dockerfile
new file mode 100644
index 00000000..b4468b1b
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/build/Dockerfile
@@ -0,0 +1,35 @@
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+# Add tensorflow/tensorflow
+FROM tensorflow/tensorflow:1.12.0-devel
+
+ENV PROJECT_DIR=/tensorflow
+WORKDIR ${PROJECT_DIR}
+
+# Add tensorflow/benchmarks
+RUN git clone --branch=cnn_tf_v1.12_compatible --depth=1 \
+  https://github.com/tensorflow/benchmarks.git
+
+RUN ls -l .
+
+ENTRYPOINT ["/bin/bash"]
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/build/docker-build.sh b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/build/docker-build.sh
new file mode 100755
index 00000000..b6192244
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/build/docker-build.sh
@@ -0,0 +1,37 @@
+#!/bin/bash
+
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+PROJECT_DIR=${BASH_DIR}
+IMAGE_NAME=tensorflow-examples:cpu
+
+cd ${PROJECT_DIR}
+
+docker build -t ${IMAGE_NAME} -f ${BASH_DIR}/Dockerfile .
+
+echo Succeeded to build docker image ${IMAGE_NAME}
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/tensorflowdistributedtrainingwithcpu.yaml b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/tensorflowdistributedtrainingwithcpu.yaml
new file mode 100644
index 00000000..f8197c0a
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/cpu/tensorflowdistributedtrainingwithcpu.yaml
@@ -0,0 +1,173 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+# For the full frameworkbarrier usage, see ./pkg/barrier/barrier.go
+
+############################### Prerequisite ###################################
+# See "[PREREQUISITE]" in this file.
+################################################################################
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: tensorflowdistributedtrainingwithcpu
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 2
+  taskRoles:
+  - name: ps
+    taskNumber: 2
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          restartPolicy: Never
+          # [PREREQUISITE]
+          # User needs to setup the k8s cluster networking model and aware the
+          # potential network overhead, if he want to disable the hostNetwork to
+          # avoid the coordination of the containerPort usage.
+          # And for this example, if the hostNetwork is disabled, it only needs
+          # at least 1 node, otherwise, it needs at least 3 nodes since all the
+          # 3 workers are specified with the same containerPort.
+          # See https://kubernetes.io/docs/concepts/cluster-administration/networking
+          hostNetwork: false
+          containers:
+          - name: tensorflow
+            # Using official image to demonstrate this example.
+            # The image contains and only contains tensorflow official code.
+            image: frameworkcontroller/tensorflow-examples:cpu
+            # For the tf_cnn_benchmarks usage, see
+            # https://github.com/tensorflow/benchmarks/tree/master/scripts/tf_cnn_benchmarks
+            workingDir: /tensorflow/benchmarks/scripts/tf_cnn_benchmarks
+            # Using /mnt/frameworkbarrier/injector.sh to inject environment variables
+            # without the need for image invasion and k8s DNS:
+            # FB_{UpperCase({TaskRoleName})}_ADDRESSES=
+            #   {Task[0].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT},...,
+            #   {Task[TaskRole.TaskNumber-1].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT}
+            # See more in ./example/framework/extension/frameworkbarrier.yaml
+            command: [
+            "sh", "-c",
+            "FB_PS_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh &&
+            python tf_cnn_benchmarks.py --job_name=ps --task_index=${FC_TASK_INDEX}
+            --ps_hosts=${FB_PS_ADDRESSES} --worker_hosts=${FB_WORKER_ADDRESSES}
+            --variable_update=parameter_server --cross_replica_sync=false
+            --model=alexnet --batch_size=8 --num_batches=10
+            --device=cpu --local_parameter_device=cpu --data_format=NHWC
+            --data_name=cifar10 --data_dir=/mnt/data/cifar-10-batches-py
+            --train_dir=/mnt/data/${FC_FRAMEWORK_NAME}/output"]
+            ports:
+            - containerPort: 4001
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+            - name: data-volume
+              mountPath: /mnt/data
+          # [PREREQUISITE]
+          # User needs to create a ServiceAccount for frameworkbarrier, if the
+          # k8s cluster enforces authorization.
+          # See more in ./example/framework/extension/frameworkbarrier.yaml
+          serviceAccountName: frameworkbarrier
+          initContainers:
+          - name: frameworkbarrier
+            # Using official image to demonstrate this example.
+            image: frameworkcontroller/frameworkbarrier
+            # Using k8s inClusterConfig, so usually, no need to specify
+            # KUBE_APISERVER_ADDRESS or KUBECONFIG
+            #env:
+            #- name: KUBE_APISERVER_ADDRESS
+            #  value: {http[s]://host:port}
+            #- name: KUBECONFIG
+            #  value: {Pod Local KubeConfig File Path}
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+          - name: data-volume
+            # [PREREQUISITE]
+            # User needs to specify his own data-volume for input data and
+            # output model.
+            # The data-volume must be a distributed shared file system, so that
+            # data can be "handed off" between Pods, such as nfs, cephfs or
+            # glusterfs, etc.
+            # See https://kubernetes.io/docs/concepts/storage/volumes.
+            #
+            # And then he needs to download and extract the example input data
+            # from:
+            #   https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz
+            # to:
+            #   {Volume Shared Directory}/cifar-10-batches-py
+            #
+            # For example:
+            #nfs:
+            #  server: {NFS Server Host}
+            #  path: {NFS Shared Directory}
+  - name: worker
+    taskNumber: 3
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      # Succeed the FrameworkAttempt immediately if worker's all Tasks succeeded.
+      minSucceededTaskCount: 3
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          restartPolicy: Never
+          # [PREREQUISITE]
+          # Same as ps TaskRole.
+          hostNetwork: false
+          containers:
+          - name: tensorflow
+            image: frameworkcontroller/tensorflow-examples:cpu
+            workingDir: /tensorflow/benchmarks/scripts/tf_cnn_benchmarks
+            command: [
+            "sh", "-c",
+            "FB_PS_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh &&
+            python tf_cnn_benchmarks.py --job_name=worker --task_index=${FC_TASK_INDEX}
+            --ps_hosts=${FB_PS_ADDRESSES} --worker_hosts=${FB_WORKER_ADDRESSES}
+            --variable_update=parameter_server --cross_replica_sync=false
+            --model=alexnet --batch_size=8 --num_batches=10
+            --device=cpu --local_parameter_device=cpu --data_format=NHWC
+            --data_name=cifar10 --data_dir=/mnt/data/cifar-10-batches-py
+            --train_dir=/mnt/data/${FC_FRAMEWORK_NAME}/output"]
+            ports:
+            - containerPort: 5001
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+            - name: data-volume
+              mountPath: /mnt/data
+          # [PREREQUISITE]
+          # Same as ps TaskRole.
+          serviceAccountName: frameworkbarrier
+          initContainers:
+          - name: frameworkbarrier
+            image: frameworkcontroller/frameworkbarrier
+            #env:
+            #- name: KUBE_APISERVER_ADDRESS
+            #  value: {http[s]://host:port}
+            #- name: KUBECONFIG
+            #  value: {Pod Local KubeConfig File Path}
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+          - name: data-volume
+            # [PREREQUISITE]
+            # Same as ps TaskRole.
+            #nfs:
+            #  server: {NFS Server Host}
+            #  path: {NFS Shared Directory}
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/build/Dockerfile b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/build/Dockerfile
new file mode 100644
index 00000000..602ee76f
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/build/Dockerfile
@@ -0,0 +1,35 @@
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+# Add tensorflow/tensorflow
+FROM tensorflow/tensorflow:1.12.0-devel-gpu
+
+ENV PROJECT_DIR=/tensorflow
+WORKDIR ${PROJECT_DIR}
+
+# Add tensorflow/benchmarks
+RUN git clone --branch=cnn_tf_v1.12_compatible --depth=1 \
+  https://github.com/tensorflow/benchmarks.git
+
+RUN ls -l .
+
+ENTRYPOINT ["/bin/bash"]
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/build/docker-build.sh b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/build/docker-build.sh
new file mode 100755
index 00000000..5ea80297
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/build/docker-build.sh
@@ -0,0 +1,37 @@
+#!/bin/bash
+
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+PROJECT_DIR=${BASH_DIR}
+IMAGE_NAME=tensorflow-examples:gpu
+
+cd ${PROJECT_DIR}
+
+docker build -t ${IMAGE_NAME} -f ${BASH_DIR}/Dockerfile .
+
+echo Succeeded to build docker image ${IMAGE_NAME}
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/tensorflowdistributedtrainingwithdefaultscheduledgpu.yaml b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/tensorflowdistributedtrainingwithdefaultscheduledgpu.yaml
new file mode 100644
index 00000000..8d20d594
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/tensorflowdistributedtrainingwithdefaultscheduledgpu.yaml
@@ -0,0 +1,184 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+# For the full frameworkbarrier usage, see ./pkg/barrier/barrier.go
+
+############################### Prerequisite ###################################
+# See "[PREREQUISITE]" in this file.
+################################################################################
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: tensorflowdistributedtrainingwithdefaultscheduledgpu
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 2
+  taskRoles:
+  - name: ps
+    taskNumber: 2
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          restartPolicy: Never
+          # [PREREQUISITE]
+          # User needs to setup the k8s cluster networking model and aware the
+          # potential network overhead, if he want to disable the hostNetwork to
+          # avoid the coordination of the containerPort usage.
+          # And for this example, if the hostNetwork is disabled, it only needs
+          # at least 1 node, otherwise, it needs at least 3 nodes since all the
+          # 3 workers are specified with the same containerPort.
+          # See https://kubernetes.io/docs/concepts/cluster-administration/networking
+          hostNetwork: false
+          containers:
+          - name: tensorflow
+            # Using official image to demonstrate this example.
+            # The image contains and only contains tensorflow official code.
+            image: frameworkcontroller/tensorflow-examples:gpu
+            # For the tf_cnn_benchmarks usage, see
+            # https://github.com/tensorflow/benchmarks/tree/master/scripts/tf_cnn_benchmarks
+            workingDir: /tensorflow/benchmarks/scripts/tf_cnn_benchmarks
+            # Using /mnt/frameworkbarrier/injector.sh to inject environment variables
+            # without the need for image invasion and k8s DNS:
+            # FB_{UpperCase({TaskRoleName})}_ADDRESSES=
+            #   {Task[0].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT},...,
+            #   {Task[TaskRole.TaskNumber-1].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT}
+            # See more in ./example/framework/extension/frameworkbarrier.yaml
+            command: [
+            "sh", "-c",
+            "FB_PS_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh &&
+            python tf_cnn_benchmarks.py --job_name=ps --task_index=${FC_TASK_INDEX}
+            --ps_hosts=${FB_PS_ADDRESSES} --worker_hosts=${FB_WORKER_ADDRESSES}
+            --variable_update=parameter_server --cross_replica_sync=false
+            --model=alexnet --batch_size=8 --num_batches=10
+            --device=gpu --local_parameter_device=gpu --num_gpus=1 --data_format=NCHW
+            --data_name=cifar10 --data_dir=/mnt/data/cifar-10-batches-py
+            --train_dir=/mnt/data/${FC_FRAMEWORK_NAME}/output"]
+            ports:
+            - containerPort: 4001
+            resources:
+              limits:
+                # [PREREQUISITE]
+                # User needs to setup GPU for the k8s cluster.
+                # See https://kubernetes.io/docs/tasks/manage-gpus/scheduling-gpus
+                nvidia.com/gpu: 1
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+            - name: data-volume
+              mountPath: /mnt/data
+          # [PREREQUISITE]
+          # User needs to create a ServiceAccount for frameworkbarrier, if the
+          # k8s cluster enforces authorization.
+          # See more in ./example/framework/extension/frameworkbarrier.yaml
+          serviceAccountName: frameworkbarrier
+          initContainers:
+          - name: frameworkbarrier
+            # Using official image to demonstrate this example.
+            image: frameworkcontroller/frameworkbarrier
+            # Using k8s inClusterConfig, so usually, no need to specify
+            # KUBE_APISERVER_ADDRESS or KUBECONFIG
+            #env:
+            #- name: KUBE_APISERVER_ADDRESS
+            #  value: {http[s]://host:port}
+            #- name: KUBECONFIG
+            #  value: {Pod Local KubeConfig File Path}
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+          - name: data-volume
+            # [PREREQUISITE]
+            # User needs to specify his own data-volume for input data and
+            # output model.
+            # The data-volume must be a distributed shared file system, so that
+            # data can be "handed off" between Pods, such as nfs, cephfs or
+            # glusterfs, etc.
+            # See https://kubernetes.io/docs/concepts/storage/volumes.
+            #
+            # And then he needs to download and extract the example input data
+            # from:
+            #   https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz
+            # to:
+            #   {Volume Shared Directory}/cifar-10-batches-py
+            #
+            # For example:
+            #nfs:
+            #  server: {NFS Server Host}
+            #  path: {NFS Shared Directory}
+  - name: worker
+    taskNumber: 3
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      # Succeed the FrameworkAttempt immediately if worker's all Tasks succeeded.
+      minSucceededTaskCount: 3
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        spec:
+          restartPolicy: Never
+          # [PREREQUISITE]
+          # Same as ps TaskRole.
+          hostNetwork: false
+          containers:
+          - name: tensorflow
+            image: frameworkcontroller/tensorflow-examples:gpu
+            workingDir: /tensorflow/benchmarks/scripts/tf_cnn_benchmarks
+            command: [
+            "sh", "-c",
+            "FB_PS_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh &&
+            python tf_cnn_benchmarks.py --job_name=worker --task_index=${FC_TASK_INDEX}
+            --ps_hosts=${FB_PS_ADDRESSES} --worker_hosts=${FB_WORKER_ADDRESSES}
+            --variable_update=parameter_server --cross_replica_sync=false
+            --model=alexnet --batch_size=8 --num_batches=10
+            --device=gpu --local_parameter_device=gpu --num_gpus=1 --data_format=NCHW
+            --data_name=cifar10 --data_dir=/mnt/data/cifar-10-batches-py
+            --train_dir=/mnt/data/${FC_FRAMEWORK_NAME}/output"]
+            ports:
+            - containerPort: 5001
+            resources:
+              limits:
+                # [PREREQUISITE]
+                # Same as ps TaskRole.
+                nvidia.com/gpu: 1
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+            - name: data-volume
+              mountPath: /mnt/data
+          # [PREREQUISITE]
+          # Same as ps TaskRole.
+          serviceAccountName: frameworkbarrier
+          initContainers:
+          - name: frameworkbarrier
+            image: frameworkcontroller/frameworkbarrier
+            #env:
+            #- name: KUBE_APISERVER_ADDRESS
+            #  value: {http[s]://host:port}
+            #- name: KUBECONFIG
+            #  value: {Pod Local KubeConfig File Path}
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+          - name: data-volume
+            # [PREREQUISITE]
+            # Same as ps TaskRole.
+            #nfs:
+            #  server: {NFS Server Host}
+            #  path: {NFS Shared Directory}
diff --git a/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/tensorflowdistributedtrainingwithhivedscheduledgpu.yaml b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/tensorflowdistributedtrainingwithhivedscheduledgpu.yaml
new file mode 100644
index 00000000..9749168d
--- /dev/null
+++ b/src/frameworkcontroller/src/example/framework/scenario/tensorflow/ps/gpu/tensorflowdistributedtrainingwithhivedscheduledgpu.yaml
@@ -0,0 +1,233 @@
+# For the full spec setting and usage, see ./pkg/apis/frameworkcontroller/v1/types.go
+# For the full frameworkbarrier usage, see ./pkg/barrier/barrier.go
+
+############################### Prerequisite ###################################
+# See "[PREREQUISITE]" in this file.
+################################################################################
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: tensorflowdistributedtrainingwithhivedscheduledgpu
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 2
+  taskRoles:
+  - name: ps
+    taskNumber: 2
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC2
+              priority: 1000
+              gpuType: DGX2-V100
+              gpuNumber: 1
+              affinityGroup: null
+        spec:
+          # [PREREQUISITE]
+          # Do not specify the schedulerName if the HiveDScheduler is directly
+          # called by the k8s default scheduler.
+          schedulerName: hivedscheduler
+          restartPolicy: Never
+          # [PREREQUISITE]
+          # User needs to setup the k8s cluster networking model and aware the
+          # potential network overhead, if he want to disable the hostNetwork to
+          # avoid the coordination of the containerPort usage.
+          # And for this example, if the hostNetwork is disabled, it only needs
+          # at least 1 node, otherwise, it needs at least 3 nodes since all the
+          # 3 workers are specified with the same containerPort.
+          # See https://kubernetes.io/docs/concepts/cluster-administration/networking
+          hostNetwork: false
+          priorityClassName: prod-priority
+          containers:
+          - name: tensorflow
+            # Using official image to demonstrate this example.
+            # The image contains and only contains tensorflow official code.
+            image: frameworkcontroller/tensorflow-examples:gpu
+            # For the tf_cnn_benchmarks usage, see
+            # https://github.com/tensorflow/benchmarks/tree/master/scripts/tf_cnn_benchmarks
+            workingDir: /tensorflow/benchmarks/scripts/tf_cnn_benchmarks
+            # Using /mnt/frameworkbarrier/injector.sh to inject environment variables
+            # without the need for image invasion and k8s DNS:
+            # FB_{UpperCase({TaskRoleName})}_ADDRESSES=
+            #   {Task[0].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT},...,
+            #   {Task[TaskRole.TaskNumber-1].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT}
+            # See more in ./example/framework/extension/frameworkbarrier.yaml
+            command: [
+            "sh", "-c",
+            "FB_PS_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh &&
+            python tf_cnn_benchmarks.py --job_name=ps --task_index=${FC_TASK_INDEX}
+            --ps_hosts=${FB_PS_ADDRESSES} --worker_hosts=${FB_WORKER_ADDRESSES}
+            --variable_update=parameter_server --cross_replica_sync=false
+            --model=alexnet --batch_size=8 --num_batches=10
+            --device=gpu --local_parameter_device=gpu --num_gpus=1 --data_format=NCHW
+            --data_name=cifar10 --data_dir=/mnt/data/cifar-10-batches-py
+            --train_dir=/mnt/data/${FC_FRAMEWORK_NAME}/output"]
+            ports:
+            - containerPort: 4001
+            resources:
+              limits:
+                # [PREREQUISITE]
+                # User needs to setup HiveDScheduler for the k8s cluster.
+                # See https://github.com/microsoft/hivedscheduler
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                cpu: 3
+                memory: 96Gi
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-gpu-isolation']
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+            - name: data-volume
+              mountPath: /mnt/data
+          # [PREREQUISITE]
+          # User needs to create a ServiceAccount for frameworkbarrier, if the
+          # k8s cluster enforces authorization.
+          # See more in ./example/framework/extension/frameworkbarrier.yaml
+          serviceAccountName: frameworkbarrier
+          initContainers:
+          - name: frameworkbarrier
+            # Using official image to demonstrate this example.
+            image: frameworkcontroller/frameworkbarrier
+            # Using k8s inClusterConfig, so usually, no need to specify
+            # KUBE_APISERVER_ADDRESS or KUBECONFIG
+            #env:
+            #- name: KUBE_APISERVER_ADDRESS
+            #  value: {http[s]://host:port}
+            #- name: KUBECONFIG
+            #  value: {Pod Local KubeConfig File Path}
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+          - name: data-volume
+            # [PREREQUISITE]
+            # User needs to specify his own data-volume for input data and
+            # output model.
+            # The data-volume must be a distributed shared file system, so that
+            # data can be "handed off" between Pods, such as nfs, cephfs or
+            # glusterfs, etc.
+            # See https://kubernetes.io/docs/concepts/storage/volumes.
+            #
+            # And then he needs to download and extract the example input data
+            # from:
+            #   https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz
+            # to:
+            #   {Volume Shared Directory}/cifar-10-batches-py
+            #
+            # For example:
+            #nfs:
+            #  server: {NFS Server Host}
+            #  path: {NFS Shared Directory}
+  - name: worker
+    taskNumber: 3
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      # Succeed the FrameworkAttempt immediately if worker's all Tasks succeeded.
+      minSucceededTaskCount: 3
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      # Large timeout to force delete Pod as it may break the stateful batch.
+      podGracefulDeletionTimeoutSec: 1800
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC2
+              priority: 1000
+              gpuType: DGX2-V100
+              gpuNumber: 1
+              affinityGroup: null
+        spec:
+          # [PREREQUISITE]
+          # Same as ps TaskRole.
+          schedulerName: hivedscheduler
+          restartPolicy: Never
+          # [PREREQUISITE]
+          # Same as ps TaskRole.
+          hostNetwork: false
+          priorityClassName: prod-priority
+          containers:
+          - name: tensorflow
+            image: frameworkcontroller/tensorflow-examples:gpu
+            workingDir: /tensorflow/benchmarks/scripts/tf_cnn_benchmarks
+            command: [
+            "sh", "-c",
+            "FB_PS_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh &&
+            python tf_cnn_benchmarks.py --job_name=worker --task_index=${FC_TASK_INDEX}
+            --ps_hosts=${FB_PS_ADDRESSES} --worker_hosts=${FB_WORKER_ADDRESSES}
+            --variable_update=parameter_server --cross_replica_sync=false
+            --model=alexnet --batch_size=8 --num_batches=10
+            --device=gpu --local_parameter_device=gpu --num_gpus=1 --data_format=NCHW
+            --data_name=cifar10 --data_dir=/mnt/data/cifar-10-batches-py
+            --train_dir=/mnt/data/${FC_FRAMEWORK_NAME}/output"]
+            ports:
+            - containerPort: 5001
+            resources:
+              limits:
+                # [PREREQUISITE]
+                # Same as ps TaskRole.
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                cpu: 3
+                memory: 96Gi
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-gpu-isolation']
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+            - name: data-volume
+              mountPath: /mnt/data
+          # [PREREQUISITE]
+          # Same as ps TaskRole.
+          serviceAccountName: frameworkbarrier
+          initContainers:
+          - name: frameworkbarrier
+            image: frameworkcontroller/frameworkbarrier
+            #env:
+            #- name: KUBE_APISERVER_ADDRESS
+            #  value: {http[s]://host:port}
+            #- name: KUBECONFIG
+            #  value: {Pod Local KubeConfig File Path}
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: /mnt/frameworkbarrier
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+          - name: data-volume
+            # [PREREQUISITE]
+            # Same as ps TaskRole.
+            #nfs:
+            #  server: {NFS Server Host}
+            #  path: {NFS Shared Directory}
+---
+# Post to {kubeApiServerAddress}/apis/scheduling.k8s.io/v1/priorityclasses/
+# PodPriority should be set proportional to above AffinityGroupPriority,
+# i.e. the hivedscheduler.microsoft.com/pod-scheduling-spec.priority,
+# otherwise, K8S may be incompatible with hived.
+apiVersion: scheduling.k8s.io/v1
+kind: PriorityClass
+metadata:
+  name: prod-priority
+value: 1000
diff --git a/src/frameworkcontroller/src/example/run/README.md b/src/frameworkcontroller/src/example/run/README.md
new file mode 100644
index 00000000..97333d09
--- /dev/null
+++ b/src/frameworkcontroller/src/example/run/README.md
@@ -0,0 +1,215 @@
+# <a name="RunFrameworkController">Run FrameworkController</a>
+We provide various approaches to run FrameworkController:
+   - [Run By Kubernetes StatefulSet](#RunByKubernetesStatefulSet)
+   - [Run By Docker Container](#RunByDockerContainer)
+   - [Run By OS Process](#RunByOSProcess)
+
+Notes:
+   - For a single k8s cluster, one instance of FrameworkController orchestrates all Frameworks in all namespaces.
+   - For a single k8s cluster, ensure at most one instance of FrameworkController is running at any point in time.
+   - For the full FrameworkController configuration, see
+ [Config Usage](../../pkg/apis/frameworkcontroller/v1/config.go) and [Config Example](../../example/config/default/frameworkcontroller.yaml).
+
+## <a name="RunByKubernetesStatefulSet">Run By Kubernetes StatefulSet</a>
+- This approach is better for production, since StatefulSet by itself provides [self-healing](https://kubernetes.io/docs/concepts/workloads/pods/pod/#durability-of-pods-or-lack-thereof) and can ensure [at most one instance](https://github.com/kubernetes/community/blob/ee8998b156031f6b363daade51ca2d12521f4ac0/contributors/design-proposals/storage/pod-safety.md) of FrameworkController is running at any point in time.
+- Using official image to demonstrate this example.
+
+### Prerequisite
+
+If the k8s cluster enforces [Authorization](https://kubernetes.io/docs/reference/access-authn-authz/authorization/#using-flags-for-your-authorization-module), you need to first create a [ServiceAccount](https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account) with granted permission for FrameworkController. For example, if the cluster enforces [RBAC](https://kubernetes.io/docs/reference/access-authn-authz/rbac/#kubectl-create-clusterrolebinding):
+```shell
+kubectl create serviceaccount frameworkcontroller --namespace default
+kubectl create clusterrolebinding frameworkcontroller \
+  --clusterrole=cluster-admin \
+  --user=system:serviceaccount:default:frameworkcontroller
+```
+
+### Run
+
+Run FrameworkController with above ServiceAccount and the [k8s inClusterConfig](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster/#accessing-the-api-from-a-pod):
+
+#### Run with [default config](../../example/config/default/frameworkcontroller.yaml)
+```shell
+kubectl create -f frameworkcontroller-with-default-config.yaml
+```
+
+frameworkcontroller-with-default-config.yaml:
+```yaml
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: frameworkcontroller
+  namespace: default
+spec:
+  serviceName: frameworkcontroller
+  selector:
+    matchLabels:
+      app: frameworkcontroller
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: frameworkcontroller
+    spec:
+      # Using the ServiceAccount with granted permission
+      # if the k8s cluster enforces authorization.
+      serviceAccountName: frameworkcontroller
+      containers:
+      - name: frameworkcontroller
+        image: frameworkcontroller/frameworkcontroller
+        # Using k8s inClusterConfig, so usually, no need to specify
+        # KUBE_APISERVER_ADDRESS or KUBECONFIG
+        #env:
+        #- name: KUBE_APISERVER_ADDRESS
+        #  value: {http[s]://host:port}
+        #- name: KUBECONFIG
+        #  value: {Pod Local KubeConfig File Path}
+```
+
+#### Run with customized config
+```shell
+kubectl create -f frameworkcontroller-customized-config.yaml
+kubectl create -f frameworkcontroller-with-customized-config.yaml
+```
+
+frameworkcontroller-customized-config.yaml:
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: frameworkcontroller-config
+  namespace: default
+data:
+  frameworkcontroller.yaml: |
+    kubeClientQps: 200
+    kubeClientBurst: 300
+    workerNumber: 500
+    largeFrameworkCompression: true
+    frameworkCompletedRetainSec: 2592000
+    #podFailureSpec:
+    #- code: 221
+    #  phrase: ContainerTensorflowOOMKilled
+    #  type:
+    #    attributes: [Permanent]
+    #  podPatterns:
+    #  - containers:
+    #    - messageRegex: '(?msi)tensorflow.*ResourceExhaustedError.*OOM.*'
+    #      codeRange: {min: 1}
+    #      nameRegex: '(?ms).*'
+    #- {More customized podFailureSpec, better to also include these in the default config}
+```
+
+frameworkcontroller-with-customized-config.yaml:
+```yaml
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: frameworkcontroller
+  namespace: default
+spec:
+  serviceName: frameworkcontroller
+  selector:
+    matchLabels:
+      app: frameworkcontroller
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: frameworkcontroller
+    spec:
+      # Using the ServiceAccount with granted permission
+      # if the k8s cluster enforces authorization.
+      serviceAccountName: frameworkcontroller
+      containers:
+      - name: frameworkcontroller
+        image: frameworkcontroller/frameworkcontroller
+        # Using k8s inClusterConfig, so usually, no need to specify
+        # KUBE_APISERVER_ADDRESS or KUBECONFIG
+        #env:
+        #- name: KUBE_APISERVER_ADDRESS
+        #  value: {http[s]://host:port}
+        #- name: KUBECONFIG
+        #  value: {Pod Local KubeConfig File Path}
+        command: [
+          "bash", "-c",
+          "cp /frameworkcontroller-config/frameworkcontroller.yaml . &&
+          ./start.sh"]
+        volumeMounts:
+        - name: frameworkcontroller-config
+          mountPath: /frameworkcontroller-config
+      volumes:
+      - name: frameworkcontroller-config
+        configMap:
+          name: frameworkcontroller-config
+```
+
+## <a name="RunByDockerContainer">Run By Docker Container</a>
+- This approach may be better for development sometimes.
+- Using official image to demonstrate this example.
+
+### Run
+
+If you have an insecure ApiServer address (can be got from [Insecure ApiServer](https://kubernetes.io/docs/reference/access-authn-authz/controlling-access/#api-server-ports-and-ips) or [kubectl proxy](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster/#using-kubectl-proxy)) which does not enforce authentication, you only need to provide the address:
+```shell
+docker run -e KUBE_APISERVER_ADDRESS={http[s]://host:port} \
+  frameworkcontroller/frameworkcontroller
+```
+
+Otherwise, you need to provide your [KubeConfig File](https://kubernetes.io/docs/tasks/access-application-cluster/configure-access-multiple-clusters/#explore-the-home-kube-directory)  which inlines or refers the [ApiServer Credential Files](https://kubernetes.io/docs/reference/access-authn-authz/controlling-access/#transport-security) with [granted permission](https://kubernetes.io/docs/tasks/access-application-cluster/configure-access-multiple-clusters/#define-clusters-users-and-contexts):
+```shell
+docker run -e KUBECONFIG=/mnt/.kube/config \
+  -v {Host Local KubeConfig File Path}:/mnt/.kube/config \
+  -v {Host Local ApiServer Credential File Path}:{Container Local ApiServer Credential File Path} \
+  frameworkcontroller/frameworkcontroller
+```
+For example, if the k8s cluster is created by [Minikube](https://kubernetes.io/docs/setup/minikube):
+```shell
+docker run -e KUBECONFIG=/mnt/.kube/config \
+  -v ${HOME}/.kube/config:/mnt/.kube/config \
+  -v ${HOME}/.minikube:${HOME}/.minikube \
+  frameworkcontroller/frameworkcontroller
+```
+
+## <a name="RunByOSProcess">Run By OS Process</a>
+- This approach may be better for development sometimes.
+- Using local built binary distribution to demonstrate this example.
+
+### Prerequisite
+
+Ensure you have installed [Golang 1.12.6 or above](https://golang.org/doc/install#install) and the [${GOPATH}](https://golang.org/doc/code.html#GOPATH) is valid.
+
+Then build the FrameworkController binary distribution:
+```shell
+export PROJECT_DIR=${GOPATH}/src/github.com/microsoft/frameworkcontroller
+rm -rf ${PROJECT_DIR}
+mkdir -p ${PROJECT_DIR}
+git clone https://github.com/microsoft/frameworkcontroller.git ${PROJECT_DIR}
+cd ${PROJECT_DIR}
+./build/frameworkcontroller/go-build.sh
+```
+
+### Run
+
+If you have an insecure ApiServer address (can be got from [Insecure ApiServer](https://kubernetes.io/docs/reference/access-authn-authz/controlling-access/#api-server-ports-and-ips) or [kubectl proxy](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster/#using-kubectl-proxy)) which does not enforce authentication, you only need to provide the address:
+```shell
+KUBE_APISERVER_ADDRESS={http[s]://host:port} \
+  ./dist/frameworkcontroller/start.sh
+```
+
+Otherwise, you need to provide your [KubeConfig File](https://kubernetes.io/docs/tasks/access-application-cluster/configure-access-multiple-clusters/#explore-the-home-kube-directory) which inlines or refers the [ApiServer Credential Files](https://kubernetes.io/docs/reference/access-authn-authz/controlling-access/#transport-security) with [granted permission](https://kubernetes.io/docs/tasks/access-application-cluster/configure-access-multiple-clusters/#define-clusters-users-and-contexts):
+```shell
+KUBECONFIG={Process Local KubeConfig File Path} \
+  ./dist/frameworkcontroller/start.sh
+```
+For example:
+```shell
+KUBECONFIG=${HOME}/.kube/config \
+  ./dist/frameworkcontroller/start.sh
+```
+And in above example, `${HOME}/.kube/config` is the default value of `KUBECONFIG`, so you can skip it:
+```shell
+./dist/frameworkcontroller/start.sh
+```
+
+## <a name="Next">Next</a>
+1. [Submit Framework](../framework)
diff --git a/src/frameworkcontroller/src/go.mod b/src/frameworkcontroller/src/go.mod
new file mode 100644
index 00000000..42bc90ea
--- /dev/null
+++ b/src/frameworkcontroller/src/go.mod
@@ -0,0 +1,54 @@
+module github.com/microsoft/frameworkcontroller
+
+go 1.24.0
+
+toolchain go1.24.9
+
+require (
+	github.com/pkg/errors v0.9.1
+	gopkg.in/yaml.v2 v2.4.0
+	k8s.io/api v0.33.1
+	k8s.io/apiextensions-apiserver v0.33.1
+	k8s.io/apimachinery v0.33.1
+	k8s.io/client-go v0.33.1
+	k8s.io/klog v1.0.0
+)
+
+require (
+	github.com/davecgh/go-spew v1.1.1 // indirect
+	github.com/emicklei/go-restful/v3 v3.12.2 // indirect
+	github.com/fxamacker/cbor/v2 v2.8.0 // indirect
+	github.com/go-logr/logr v1.4.2 // indirect
+	github.com/go-openapi/jsonpointer v0.21.1 // indirect
+	github.com/go-openapi/jsonreference v0.21.0 // indirect
+	github.com/go-openapi/swag v0.23.1 // indirect
+	github.com/gogo/protobuf v1.3.2 // indirect
+	github.com/google/gnostic-models v0.6.9 // indirect
+	github.com/google/go-cmp v0.7.0 // indirect
+	github.com/google/uuid v1.6.0 // indirect
+	github.com/josharian/intern v1.0.0 // indirect
+	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/mailru/easyjson v0.9.0 // indirect
+	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
+	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
+	github.com/spf13/pflag v1.0.6 // indirect
+	github.com/x448/float16 v0.8.4 // indirect
+	golang.org/x/net v0.40.0 // indirect
+	golang.org/x/oauth2 v0.30.0 // indirect
+	golang.org/x/sys v0.33.0 // indirect
+	golang.org/x/term v0.32.0 // indirect
+	golang.org/x/text v0.25.0 // indirect
+	golang.org/x/time v0.11.0 // indirect
+	google.golang.org/protobuf v1.36.6 // indirect
+	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
+	gopkg.in/inf.v0 v0.9.1 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+	k8s.io/klog/v2 v2.130.1 // indirect
+	k8s.io/kube-openapi v0.0.0-20250318190949-c8a335a9a2ff // indirect
+	k8s.io/utils v0.0.0-20250502105355-0f33e8f1c979 // indirect
+	sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect
+	sigs.k8s.io/randfill v1.0.0 // indirect
+	sigs.k8s.io/structured-merge-diff/v4 v4.7.0 // indirect
+	sigs.k8s.io/yaml v1.4.0 // indirect
+)
diff --git a/src/frameworkcontroller/src/go.sum b/src/frameworkcontroller/src/go.sum
new file mode 100644
index 00000000..bc706a8c
--- /dev/null
+++ b/src/frameworkcontroller/src/go.sum
@@ -0,0 +1,150 @@
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/emicklei/go-restful/v3 v3.12.2 h1:DhwDP0vY3k8ZzE0RunuJy8GhNpPL6zqLkDf9B/a0/xU=
+github.com/emicklei/go-restful/v3 v3.12.2/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
+github.com/fxamacker/cbor/v2 v2.8.0 h1:fFtUGXUzXPHTIUdne5+zzMPTfffl3RD5qYnkY40vtxU=
+github.com/fxamacker/cbor/v2 v2.8.0/go.mod h1:vM4b+DJCtHn+zz7h3FFp/hDAI9WNWCsZj23V5ytsSxQ=
+github.com/go-logr/logr v0.1.0/go.mod h1:ixOQHD9gLJUVQQ2ZOR7zLEifBX6tGkNJF4QyIY7sIas=
+github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
+github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
+github.com/go-openapi/jsonpointer v0.21.1 h1:whnzv/pNXtK2FbX/W9yJfRmE2gsmkfahjMKB0fZvcic=
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+sigs.k8s.io/randfill v1.0.0/go.mod h1:XeLlZ/jmk4i1HRopwe7/aU3H5n1zNUcX6TM94b3QxOY=
+sigs.k8s.io/structured-merge-diff/v4 v4.7.0 h1:qPeWmscJcXP0snki5IYF79Z8xrl8ETFxgMd7wez1XkI=
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+sigs.k8s.io/yaml v1.4.0 h1:Mk1wCc2gy/F0THH0TAp1QYyJNzRm2KCLy3o5ASXVI5E=
+sigs.k8s.io/yaml v1.4.0/go.mod h1:Ejl7/uTz7PSA4eKMyQCUTnhZYNmLIl+5c2lQPGR2BPY=
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/completion.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/completion.go
new file mode 100644
index 00000000..c77b2da7
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/completion.go
@@ -0,0 +1,638 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package v1
+
+import (
+	"fmt"
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+	core "k8s.io/api/core/v1"
+	apiErrors "k8s.io/apimachinery/pkg/api/errors"
+	"k8s.io/apimachinery/pkg/util/net"
+	"reflect"
+	"regexp"
+	"strings"
+	"time"
+)
+
+func init() {
+	initCompletionCodeInfos()
+}
+
+///////////////////////////////////////////////////////////////////////////////////////
+// CompletionCodeInfos Constants
+///////////////////////////////////////////////////////////////////////////////////////
+// Represent [Min, Max]
+type CompletionCodeRange struct {
+	Min CompletionCode
+	Max CompletionCode
+}
+
+// Reserved CompletionCodes
+// It is Reserved for the Contract between Container and FrameworkController,
+// so Container should avoid unintendedly exit within the range.
+var CompletionCodeReservedPositive = CompletionCodeRange{200, 219}
+var CompletionCodeReservedNonPositive = CompletionCodeRange{-999, 0}
+
+// Predefined CompletionCodes
+// The predefined ones must be within the reserved ones.
+const (
+	// [200, 219]: Predefined Container ExitCode
+	CompletionCodeContainerTransientFailed         CompletionCode = 200
+	CompletionCodeContainerTransientConflictFailed CompletionCode = 201
+	CompletionCodeContainerPermanentFailed         CompletionCode = 210
+
+	// [0, 0]: Succeeded
+	CompletionCodeSucceeded CompletionCode = 0
+
+	// [-999, -1]: Predefined Framework Error
+	// -1XX: Transient Error
+	CompletionCodeConfigMapExternalDeleted           CompletionCode = -100
+	CompletionCodePodExternalDeleted                 CompletionCode = -101
+	CompletionCodeConfigMapLocalCacheCreationTimeout CompletionCode = -110
+	CompletionCodePodLocalCacheCreationTimeout       CompletionCode = -111
+	CompletionCodePodCreationTransientError          CompletionCode = -120
+	// -2XX: Permanent Error
+	CompletionCodePodCreationPermanentError  CompletionCode = -200
+	CompletionCodeStopFrameworkRequested     CompletionCode = -210
+	CompletionCodeFrameworkAttemptCompletion CompletionCode = -220
+	CompletionCodeDeleteTaskRequested        CompletionCode = -230
+	// -3XX: Unknown Error
+	CompletionCodePodFailedWithoutFailedContainer CompletionCode = -300
+	CompletionCodePodCreationUnknownError         CompletionCode = -310
+)
+
+var completionCodeInfoList = []*CompletionCodeInfo{}
+var completionCodeInfoMap = map[CompletionCode]*CompletionCodeInfo{}
+
+var completionCodeInfoContainerUnrecognizedFailed = &CompletionCodeInfo{
+	Phrase: "ContainerUnrecognizedFailed",
+	Type:   CompletionType{CompletionTypeNameFailed, []CompletionTypeAttribute{}},
+}
+
+func initCompletionCodeInfos() {
+	AppendCompletionCodeInfos([]*CompletionCodeInfo{
+		{
+			Code:   CompletionCodeContainerTransientFailed.Ptr(),
+			Phrase: "ContainerTransientFailed",
+			Type: CompletionType{
+				CompletionTypeNameFailed, []CompletionTypeAttribute{
+					CompletionTypeAttributeTransient}},
+			PodPatterns: []*PodPattern{{
+				Containers: []*ContainerPattern{{
+					CodeRange: CompletionCodeRange{
+						CompletionCodeContainerTransientFailed,
+						CompletionCodeContainerTransientFailed}.Int32Range(),
+					NameRegex:    NewRegex("(?ms).*"),
+					MessageRegex: NewRegex("(?ms).*"),
+				}},
+			}},
+		},
+		{
+			Code:   CompletionCodeContainerTransientConflictFailed.Ptr(),
+			Phrase: "ContainerTransientConflictFailed",
+			Type: CompletionType{CompletionTypeNameFailed, []CompletionTypeAttribute{
+				CompletionTypeAttributeTransient, CompletionTypeAttributeConflict}},
+			PodPatterns: []*PodPattern{{
+				Containers: []*ContainerPattern{{
+					CodeRange: CompletionCodeRange{
+						CompletionCodeContainerTransientConflictFailed,
+						CompletionCodeContainerTransientConflictFailed}.Int32Range(),
+					NameRegex:    NewRegex("(?ms).*"),
+					MessageRegex: NewRegex("(?ms).*"),
+				}},
+			}},
+		},
+		{
+			Code:   CompletionCodeContainerPermanentFailed.Ptr(),
+			Phrase: "ContainerPermanentFailed",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributePermanent}},
+			PodPatterns: []*PodPattern{{
+				Containers: []*ContainerPattern{{
+					CodeRange: CompletionCodeRange{
+						CompletionCodeContainerPermanentFailed,
+						CompletionCodeContainerPermanentFailed}.Int32Range(),
+					NameRegex:    NewRegex("(?ms).*"),
+					MessageRegex: NewRegex("(?ms).*"),
+				}},
+			}},
+		},
+		{
+			Code:   CompletionCodeSucceeded.Ptr(),
+			Phrase: "Succeeded",
+			Type: CompletionType{CompletionTypeNameSucceeded,
+				[]CompletionTypeAttribute{}},
+		},
+		{
+			Code:   CompletionCodeConfigMapExternalDeleted.Ptr(),
+			Phrase: "ConfigMapExternalDeleted",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributeTransient}},
+		},
+		{
+			// Possibly due to Pod Eviction or Preemption.
+			Code:   CompletionCodePodExternalDeleted.Ptr(),
+			Phrase: "PodExternalDeleted",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributeTransient}},
+		},
+		{
+			Code:   CompletionCodeConfigMapLocalCacheCreationTimeout.Ptr(),
+			Phrase: "ConfigMapLocalCacheCreationTimeout",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributeTransient}},
+		},
+		{
+			Code:   CompletionCodePodLocalCacheCreationTimeout.Ptr(),
+			Phrase: "PodLocalCacheCreationTimeout",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributeTransient}},
+		},
+		{
+			// Only used to distinguish with others, and will never be used to complete
+			// a TaskAttempt.
+			Code:   CompletionCodePodCreationTransientError.Ptr(),
+			Phrase: "PodCreationTransientError",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributeTransient}},
+		},
+		{
+			Code:   CompletionCodePodCreationPermanentError.Ptr(),
+			Phrase: "PodCreationPermanentError",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributePermanent}},
+		},
+		{
+			Code:   CompletionCodeStopFrameworkRequested.Ptr(),
+			Phrase: "StopFrameworkRequested",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributePermanent}},
+		},
+		{
+			Code:   CompletionCodeFrameworkAttemptCompletion.Ptr(),
+			Phrase: "FrameworkAttemptCompletion",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributePermanent}},
+		},
+		{
+			Code:   CompletionCodeDeleteTaskRequested.Ptr(),
+			Phrase: "DeleteTaskRequested",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{CompletionTypeAttributePermanent}},
+		},
+		{
+			Code:   CompletionCodePodFailedWithoutFailedContainer.Ptr(),
+			Phrase: "PodFailedWithoutFailedContainer",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{}},
+		},
+		{
+			Code:   CompletionCodePodCreationUnknownError.Ptr(),
+			Phrase: "PodCreationUnknownError",
+			Type: CompletionType{CompletionTypeNameFailed,
+				[]CompletionTypeAttribute{}},
+		},
+	})
+}
+
+func AppendCompletionCodeInfos(codeInfos []*CompletionCodeInfo) {
+	for _, codeInfo := range codeInfos {
+		if existingCodeInfo, ok := completionCodeInfoMap[*codeInfo.Code]; ok {
+			// Unreachable
+			panic(fmt.Errorf(
+				"Failed to append CompletionCodeInfo due to duplicated CompletionCode:"+
+					"\nExisting CompletionCodeInfo:\n%v,\nAppending CompletionCodeInfo:\n%v",
+				common.ToYaml(existingCodeInfo), common.ToYaml(codeInfo)))
+		}
+
+		completionCodeInfoList = append(completionCodeInfoList, codeInfo)
+		completionCodeInfoMap[*codeInfo.Code] = codeInfo
+	}
+}
+
+///////////////////////////////////////////////////////////////////////////////////////
+// CompletionCodeInfos Matching
+///////////////////////////////////////////////////////////////////////////////////////
+type PodMatchResult struct {
+	// CodeInfo and its Code should be not nil
+	CodeInfo    *CompletionCodeInfo
+	Diagnostics string
+}
+
+// Field name should be consistent with PodCompletionStatus
+type MatchedPod struct {
+	Name       *string             `json:"name,omitempty"`
+	Reason     string              `json:"reason,omitempty"`
+	Message    string              `json:"message,omitempty"`
+	Containers []*MatchedContainer `json:"containers,omitempty"`
+}
+
+// Field name should be consistent with ContainerCompletionStatus
+type MatchedContainer struct {
+	Name    *string `json:"name,omitempty"`
+	Reason  string  `json:"reason,omitempty"`
+	Message string  `json:"message,omitempty"`
+	Signal  int32   `json:"signal,omitempty"`
+	Code    *int32  `json:"code,omitempty"`
+}
+
+// Match ANY CompletionCodeInfo
+// The returned CompletionCode may not within CompletionCodeInfos, such as for
+// the ContainerUnrecognizedFailed, so it should not be used to
+// NewTaskAttemptCompletionStatus or NewFrameworkAttemptCompletionStatus later.
+func MatchCompletionCodeInfos(pod *core.Pod) PodMatchResult {
+	for _, codeInfo := range completionCodeInfoList {
+		for _, podPattern := range codeInfo.PodPatterns {
+			if matchedPod := matchPodPattern(pod, podPattern); matchedPod != nil {
+				diag := fmt.Sprintf("PodPattern matched: %v", common.ToJson(matchedPod))
+				return PodMatchResult{
+					CodeInfo:    codeInfo,
+					Diagnostics: diag,
+				}
+			}
+		}
+	}
+
+	// ALL CompletionCodeInfos cannot be matched, fall back to unmatched result.
+	return generatePodUnmatchedResult(pod)
+}
+
+// Match ENTIRE PodPattern
+func matchPodPattern(pod *core.Pod, podPattern *PodPattern) *MatchedPod {
+	matchedPod := &MatchedPod{}
+
+	if !podPattern.NameRegex.IsZero() {
+		if ms := podPattern.NameRegex.FindString(pod.Name); ms != nil {
+			matchedPod.Name = ms
+		} else {
+			return nil
+		}
+	}
+	if !podPattern.ReasonRegex.IsZero() {
+		if ms := podPattern.ReasonRegex.FindString(pod.Status.Reason); ms != nil {
+			matchedPod.Reason = *ms
+		} else {
+			return nil
+		}
+	}
+	if !podPattern.MessageRegex.IsZero() {
+		if ms := podPattern.MessageRegex.FindString(pod.Status.Message); ms != nil {
+			matchedPod.Message = *ms
+		} else {
+			return nil
+		}
+	}
+
+	if len(podPattern.Containers) > 0 {
+		containers := GetAllContainerStatuses(pod)
+		for _, containerPattern := range podPattern.Containers {
+			if mc := matchContainers(containers, containerPattern); mc != nil {
+				if !reflect.DeepEqual(mc, &MatchedContainer{}) {
+					matchedPod.Containers = append(matchedPod.Containers, mc)
+				}
+			} else {
+				return nil
+			}
+		}
+	}
+
+	return matchedPod
+}
+
+// Match ANY Container
+func matchContainers(
+	containers []core.ContainerStatus,
+	containerPattern *ContainerPattern) *MatchedContainer {
+	for _, container := range containers {
+		if mc := matchContainerPattern(container, containerPattern); mc != nil {
+			return mc
+		}
+	}
+
+	return nil
+}
+
+// Match ENTIRE ContainerPattern
+func matchContainerPattern(
+	container core.ContainerStatus,
+	containerPattern *ContainerPattern) *MatchedContainer {
+	term := container.State.Terminated
+	matchedContainer := &MatchedContainer{}
+
+	if !containerPattern.NameRegex.IsZero() {
+		if ms := containerPattern.NameRegex.FindString(container.Name); ms != nil {
+			matchedContainer.Name = ms
+		} else {
+			return nil
+		}
+	}
+
+	if !containerPattern.ReasonRegex.IsZero() {
+		if term == nil {
+			return nil
+		}
+		if ms := containerPattern.ReasonRegex.FindString(term.Reason); ms != nil {
+			matchedContainer.Reason = *ms
+		} else {
+			return nil
+		}
+	}
+	if !containerPattern.MessageRegex.IsZero() {
+		if term == nil {
+			return nil
+		}
+		if ms := containerPattern.MessageRegex.FindString(term.Message); ms != nil {
+			matchedContainer.Message = *ms
+		} else {
+			return nil
+		}
+	}
+	if !containerPattern.SignalRange.IsZero() {
+		if term == nil {
+			return nil
+		}
+		if containerPattern.SignalRange.Contains(term.Signal) {
+			matchedContainer.Signal = term.Signal
+		} else {
+			return nil
+		}
+	}
+	if !containerPattern.CodeRange.IsZero() {
+		if term == nil {
+			return nil
+		}
+		if containerPattern.CodeRange.Contains(term.ExitCode) {
+			matchedContainer.Code = &term.ExitCode
+		} else {
+			return nil
+		}
+	}
+
+	return matchedContainer
+}
+
+func generatePodUnmatchedResult(pod *core.Pod) PodMatchResult {
+	// Take the last failed Container ExitCode as CompletionCode and full failure
+	// info as Diagnostics.
+	lastContainerExitCode := common.NilInt32()
+	lastContainerCompletionTime := time.Time{}
+	for _, container := range GetAllContainerStatuses(pod) {
+		term := container.State.Terminated
+		if term != nil && term.ExitCode != 0 {
+			if lastContainerExitCode == nil ||
+				lastContainerCompletionTime.Before(term.FinishedAt.Time) {
+				lastContainerExitCode = &term.ExitCode
+				lastContainerCompletionTime = term.FinishedAt.Time
+			}
+		}
+	}
+
+	unmatchedPod := ExtractPodCompletionStatus(pod)
+	diag := fmt.Sprintf("PodPattern unmatched: %v", common.ToJson(unmatchedPod))
+	if lastContainerExitCode == nil {
+		return PodMatchResult{
+			CodeInfo:    completionCodeInfoMap[CompletionCodePodFailedWithoutFailedContainer],
+			Diagnostics: diag,
+		}
+	} else {
+		return PodMatchResult{
+			CodeInfo: &CompletionCodeInfo{
+				Code:   (*CompletionCode)(lastContainerExitCode),
+				Phrase: completionCodeInfoContainerUnrecognizedFailed.Phrase,
+				Type:   completionCodeInfoContainerUnrecognizedFailed.Type,
+			},
+			Diagnostics: diag,
+		}
+	}
+}
+
+// The returned CompletionCode must be within CompletionCodeInfos.
+func ClassifyPodCreationError(apiErr error) PodMatchResult {
+	diag := fmt.Sprintf("Failed to create Pod: %v", common.ToJson(apiErr))
+
+	// Treat Platform Error as Transient Error, such as Pod decoding error.
+	if strings.Contains(apiErr.Error(), "object provided is unrecognized") ||
+		strings.Contains(apiErr.Error(), "exceeded quota") {
+		return PodMatchResult{
+			CodeInfo:    completionCodeInfoMap[CompletionCodePodCreationTransientError],
+			Diagnostics: diag,
+		}
+	}
+
+	// Treat General Framework Error as Unknown Error for safety.
+	if apiErrors.IsBadRequest(apiErr) ||
+		apiErrors.IsForbidden(apiErr) {
+		return PodMatchResult{
+			CodeInfo:    completionCodeInfoMap[CompletionCodePodCreationUnknownError],
+			Diagnostics: diag,
+		}
+	}
+
+	// Treat Permanent Framework Error as Permanent Error only if it must be
+	// Permanent Error.
+	if apiErrors.IsInvalid(apiErr) ||
+		apiErrors.IsRequestEntityTooLargeError(apiErr) {
+		// TODO: Also check net.IsConnectionRefused
+		if net.IsConnectionReset(apiErr) || net.IsProbableEOF(apiErr) {
+			// The ApiServer Permanent Error may be caused by Network Transient Error,
+			// so treat it as Unknown Error for safety.
+			return PodMatchResult{
+				CodeInfo:    completionCodeInfoMap[CompletionCodePodCreationUnknownError],
+				Diagnostics: diag,
+			}
+		} else {
+			return PodMatchResult{
+				CodeInfo:    completionCodeInfoMap[CompletionCodePodCreationPermanentError],
+				Diagnostics: diag,
+			}
+		}
+	}
+
+	// Treat all other errors as Transient Error, including all non-APIStatus errors.
+	return PodMatchResult{
+		CodeInfo:    completionCodeInfoMap[CompletionCodePodCreationTransientError],
+		Diagnostics: diag,
+	}
+}
+
+///////////////////////////////////////////////////////////////////////////////////////
+// Completion Utils
+///////////////////////////////////////////////////////////////////////////////////////
+func (ct CompletionType) IsSucceeded() bool {
+	return ct.Name == CompletionTypeNameSucceeded
+}
+
+func (ct CompletionType) IsFailed() bool {
+	return ct.Name == CompletionTypeNameFailed
+}
+
+func (ct CompletionType) ContainsAttribute(attr CompletionTypeAttribute) bool {
+	for i := range ct.Attributes {
+		if ct.Attributes[i] == attr {
+			return true
+		}
+	}
+	return false
+}
+
+func (cc CompletionCode) Ptr() *CompletionCode {
+	return &cc
+}
+
+// The CompletionCode should only be the predefined ones.
+func (cc CompletionCode) newCompletionStatus(diag string) *CompletionStatus {
+	cci := completionCodeInfoMap[cc]
+	return &CompletionStatus{
+		Code:        cc,
+		Phrase:      cci.Phrase,
+		Type:        cci.Type,
+		Diagnostics: diag,
+	}
+}
+
+// The CompletionCode should only be the predefined ones.
+func (cc CompletionCode) NewTaskAttemptCompletionStatus(
+	diag string, pcs *PodCompletionStatus) *TaskAttemptCompletionStatus {
+	return &TaskAttemptCompletionStatus{
+		CompletionStatus: cc.newCompletionStatus(diag),
+		Pod:              pcs,
+	}
+}
+
+// The CompletionCode should only be the predefined ones.
+func (cc CompletionCode) NewFrameworkAttemptCompletionStatus(
+	diag string, cpts *CompletionPolicyTriggerStatus) *FrameworkAttemptCompletionStatus {
+	return &FrameworkAttemptCompletionStatus{
+		CompletionStatus: cc.newCompletionStatus(diag),
+		Trigger:          cpts,
+	}
+}
+
+func (ccr CompletionCodeRange) Int32Range() Int32Range {
+	return Int32Range{(*int32)(&ccr.Min), (*int32)(&ccr.Max)}
+}
+
+func (ccr CompletionCodeRange) Contains(cc CompletionCode) bool {
+	return ccr.Int32Range().Contains(int32(cc))
+}
+
+func (ccr CompletionCodeRange) String() string {
+	return ccr.Int32Range().String()
+}
+
+func (ir Int32Range) Contains(i int32) bool {
+	if ir.Min == nil && ir.Max == nil {
+		return true
+	}
+	if ir.Min == nil {
+		return *ir.Max >= i
+	}
+	if ir.Max == nil {
+		return *ir.Min <= i
+	}
+	return *ir.Min <= i && *ir.Max >= i
+}
+
+func (ir Int32Range) String() string {
+	if ir.Min == nil && ir.Max == nil {
+		return fmt.Sprintf("[nil, nil]")
+	}
+	if ir.Min == nil {
+		return fmt.Sprintf("[nil, %v]", *ir.Max)
+	}
+	if ir.Max == nil {
+		return fmt.Sprintf("[%v, nil]", *ir.Min)
+	}
+	return fmt.Sprintf("[%v, %v]", *ir.Min, *ir.Max)
+}
+
+func (ir Int32Range) IsZero() bool {
+	return ir.Min == nil && ir.Max == nil
+}
+
+func NewRegex(pattern string) Regex {
+	return Regex{Regexp: regexp.MustCompile(pattern)}
+}
+
+func (re *Regex) UnmarshalYAML(unmarshal func(interface{}) error) error {
+	var s string
+	var err error
+	if err = unmarshal(&s); err != nil {
+		return err
+	}
+	if re.Regexp, err = regexp.Compile(s); err != nil {
+		return err
+	}
+	return nil
+}
+
+func (re Regex) MarshalYAML() (interface{}, error) {
+	if re.Regexp == nil {
+		return nil, nil
+	}
+	return re.String(), nil
+}
+
+// Override generated code.
+func (re *Regex) DeepCopyInto(out *Regex) {
+	common.FromYaml(common.ToYaml(re), out)
+}
+
+func (re Regex) IsZero() bool {
+	return re.Regexp == nil
+}
+
+func (re Regex) FindString(s string) *string {
+	if re.IsZero() {
+		// Default to match entire string
+		return &s
+	}
+	if loc := re.Regexp.FindStringIndex(s); loc != nil {
+		// Decouple string garbage collection
+		return common.PtrString(string([]byte(s[loc[0]:loc[1]])))
+	}
+	return nil
+}
+
+func ExtractPodCompletionStatus(pod *core.Pod) *PodCompletionStatus {
+	pcs := &PodCompletionStatus{
+		Reason:  pod.Status.Reason,
+		Message: pod.Status.Message,
+	}
+
+	for _, container := range GetAllContainerStatuses(pod) {
+		ccs := &ContainerCompletionStatus{
+			Name: container.Name,
+		}
+		term := container.State.Terminated
+		if term != nil {
+			ccs.Reason = term.Reason
+			ccs.Message = term.Message
+			ccs.Signal = term.Signal
+			ccs.Code = term.ExitCode
+		}
+		pcs.Containers = append(pcs.Containers, ccs)
+	}
+
+	return pcs
+}
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/config.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/config.go
new file mode 100644
index 00000000..c11607a3
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/config.go
@@ -0,0 +1,422 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package v1
+
+import (
+	"fmt"
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+	"io/ioutil"
+	"k8s.io/client-go/rest"
+	"k8s.io/client-go/tools/clientcmd"
+	"os"
+	"regexp"
+)
+
+type Config struct {
+	// KubeApiServerAddress is default to ${KUBE_APISERVER_ADDRESS}.
+	// KubeConfigFilePath is default to ${KUBECONFIG} then falls back to ${HOME}/.kube/config.
+	//
+	// If both KubeApiServerAddress and KubeConfigFilePath after defaulting are still empty, falls back to the
+	// [k8s inClusterConfig](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster/#accessing-the-api-from-a-pod).
+	//
+	// If both KubeApiServerAddress and KubeConfigFilePath after defaulting are not empty,
+	// KubeApiServerAddress overrides the server address specified in the file referred by KubeConfigFilePath.
+	//
+	// If only KubeApiServerAddress after defaulting is not empty, it should be an insecure ApiServer address (can be got from
+	// [Insecure ApiServer](https://kubernetes.io/docs/reference/access-authn-authz/controlling-access/#api-server-ports-and-ips) or
+	// [kubectl proxy](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster/#using-kubectl-proxy))
+	// which does not enforce authentication.
+	//
+	// If only KubeConfigFilePath after defaulting is not empty, it should be an valid
+	// [KubeConfig File](https://kubernetes.io/docs/tasks/access-application-cluster/configure-access-multiple-clusters/#explore-the-home-kube-directory)
+	// which inlines or refers the valid
+	// [ApiServer Credential Files](https://kubernetes.io/docs/reference/access-authn-authz/controlling-access/#transport-security).
+	//
+	// Address should be in format http[s]://host:port
+	KubeApiServerAddress *string `yaml:"kubeApiServerAddress"`
+	KubeConfigFilePath   *string `yaml:"kubeConfigFilePath"`
+
+	// Rate limits of requests from FrameworkController to ApiServer.
+	// Generally, it should be proportional to the cluster Framework workload, and within the ApiServer
+	// serving capacity/limit such as the --max-mutating-requests-inflight.
+	KubeClientQps   *float32 `yaml:"kubeClientQps"`
+	KubeClientBurst *int32   `yaml:"kubeClientBurst"`
+
+	// Number of concurrent workers to process each different Frameworks.
+	// Generally, it should be proportional to the above rate limits of requests.
+	WorkerNumber *int32 `yaml:"workerNumber"`
+
+	// Specify whether to compress some fields in the Framework object if they are too large.
+	//
+	// Currently, due to the etcd limitation, the max size of any object on ApiServer is 1.5 MB:
+	// https://github.com/etcd-io/etcd/blob/master/Documentation/dev-guide/limit.md#request-size-limit
+	// So, without this compression, FrameworkController can only support small scale Framework in the
+	// worst case, i.e. the total task number in a single Framework is not greater than 300.
+	//
+	// With this compression, FrameworkController can generally support large scale Framework, i.e.
+	// the total task number in a single Framework is not greater than 10000.
+	// However, this requires all clients who read the Framework object directly, need to decompress
+	// the compressed fields by themselves.
+	//
+	// How to decompress?
+	// 1. The field name of a compressed field, has a suffix "Compressed" compared with the field
+	//    name of its corresponding raw field, such as TaskRoleStatusesCompressed is the compressed
+	//    field of TaskRoleStatuses.
+	// 2. If the raw field is not null, just use the raw field, otherwise fallback to the compressed
+	//    field, by base64 decoding, gzip decompression and json unmarshal.
+	// 3. Currently, only field TaskRoleStatuses will be compressed if it is too large.
+	LargeFrameworkCompression *bool `yaml:"largeFrameworkCompression"`
+
+	// Check interval and timeout to expect the created CRD to be in Established condition.
+	CRDEstablishedCheckIntervalSec *int64 `yaml:"crdEstablishedCheckIntervalSec"`
+	CRDEstablishedCheckTimeoutSec  *int64 `yaml:"crdEstablishedCheckTimeoutSec"`
+
+	// Timeout to expect the created object in ApiServer also appears in the local
+	// cache of the Controller's Informer.
+	// If the created object does not appear in the local cache within the timeout,
+	// it is considered as deleted.
+	ObjectLocalCacheCreationTimeoutSec *int64 `yaml:"objectLocalCacheCreationTimeoutSec"`
+
+	// A Framework will only be retained within recent FrameworkCompletedRetainSec
+	// after it is completed, i.e. it will be automatically deleted after
+	// f.Status.CompletionTime + FrameworkCompletedRetainSec.
+	FrameworkCompletedRetainSec *int64 `yaml:"frameworkCompletedRetainSec"`
+
+	// If the Framework FancyRetryPolicy is enabled and its FrameworkAttempt is
+	// completed with Transient Conflict Failed CompletionType, it will be retried
+	// after a random delay within this range.
+	// This helps to avoid the resource deadlock for Framework which needs
+	// Gang Execution, i.e. all Tasks in the Framework should be executed in an
+	// all-or-nothing fashion in order to perform any useful work.
+	FrameworkMinRetryDelaySecForTransientConflictFailed *int64 `yaml:"frameworkMinRetryDelaySecForTransientConflictFailed"`
+	FrameworkMaxRetryDelaySecForTransientConflictFailed *int64 `yaml:"frameworkMaxRetryDelaySecForTransientConflictFailed"`
+
+	// Specify when to log the snapshot of which managed object.
+	// This enables external systems to collect and process the history snapshots,
+	// such as persistence, metrics conversion, visualization, alerting, acting,
+	// analysis, etc.
+	// Notes:
+	// 1. The snapshot is logged to stderr and can be extracted by the regular
+	//    expression ": ObjectSnapshot: (.+)", see LogMarkerObjectSnapshot.
+	// 2. To determine the type of the snapshot, using object.apiVersion and
+	//    object.kind.
+	// 3. The same snapshot may be logged more than once in some rare cases, so
+	//    external systems may need to deduplicate them by object.resourceVersion.
+	// 4. The snapshot triggered by deletion may be missed to log during the
+	//    FrameworkController downtime.
+	LogObjectSnapshot LogObjectSnapshot `yaml:"logObjectSnapshot"`
+
+	// Specify how to classify and summarize Pod failures:
+	// 1. Generate universally unique and comparable CompletionCode.
+	// 2. Generate CompletionType to instruct FancyRetryPolicy.
+	// 3. Generate Diagnostics to summarize the Pod failure.
+	// Notes:
+	// 1. It will only be used for Failed Pods.
+	// 2. Before it is used, it will be appended to the predefined internal
+	//    completionCodeInfoList and if multiple CompletionCodes are matched in
+	//    the final completionCodeInfoList, prefer to pick the first one.
+	// 3. If a Pod is matched, only the Pod field which is explicitly specified in
+	//    the corresponding PodPattern will be included in its Diagnostics.
+	//    Otherwise, the whole PodCompletionStatus will be included in its
+	//    Diagnostics.
+	// 4. Non-positive CompletionCode must be universally unique and comparable
+	//    since it can only be generated from FrameworkController, but positive
+	//    CompletionCode may not since it may also be generated from Container
+	//    ExitCode. So, it still needs the cooperation from Container to ensure
+	//    positive CompletionCode is also universally unique and comparable.
+	PodFailureSpec []*CompletionCodeInfo `yaml:"podFailureSpec"`
+}
+
+type LogObjectSnapshot struct {
+	Framework LogFrameworkSnapshot `yaml:"framework"`
+	Task      LogTaskSnapshot      `yaml:"task"`
+	Pod       LogPodSnapshot       `yaml:"pod"`
+}
+
+type LogFrameworkSnapshot struct {
+	OnFrameworkRetry    *bool `yaml:"onFrameworkRetry"`
+	OnFrameworkDeletion *bool `yaml:"onFrameworkDeletion"`
+}
+
+type LogTaskSnapshot struct {
+	OnTaskRetry    *bool `yaml:"onTaskRetry"`
+	OnTaskDeletion *bool `yaml:"onTaskDeletion"`
+}
+
+type LogPodSnapshot struct {
+	OnPodDeletion *bool `yaml:"onPodDeletion"`
+}
+
+type CompletionCodeInfo struct {
+	// Must not duplicate with other codes.
+	// It should not be within [-999, 0] and [200, 219], if it is from Config.
+	// It can universally locate the CompletionCodeInfo, if it is non-positive.
+	Code *CompletionCode `yaml:"code"`
+	// The textual phrase representation of the CompletionCode.
+	// Default to empty.
+	Phrase CompletionPhrase `yaml:"phrase,omitempty"`
+	// The CompletionTypeName must be Failed, if it is from Config.
+	// Default to Failed.
+	Type CompletionType `yaml:"type"`
+	// If the Pod matches ANY pattern in the PodPatterns, it matches the
+	// CompletionCode.
+	// It is required, if it is from Config.
+	// Default to match NONE.
+	PodPatterns []*PodPattern `yaml:"podPatterns,omitempty"`
+}
+
+// Used to match against the corresponding fields in Pod object.
+// ALL its fields are optional and default to match ANY.
+// It is matched if and only if ALL its fields are matched.
+type PodPattern struct {
+	NameRegex    Regex               `yaml:"nameRegex,omitempty"`
+	ReasonRegex  Regex               `yaml:"reasonRegex,omitempty"`
+	MessageRegex Regex               `yaml:"messageRegex,omitempty"`
+	Containers   []*ContainerPattern `yaml:"containers,omitempty"`
+}
+
+type ContainerPattern struct {
+	NameRegex    Regex      `yaml:"nameRegex,omitempty"`
+	ReasonRegex  Regex      `yaml:"reasonRegex,omitempty"`
+	MessageRegex Regex      `yaml:"messageRegex,omitempty"`
+	SignalRange  Int32Range `yaml:"signalRange,omitempty"`
+	// It is the range of Container ExitCode.
+	CodeRange Int32Range `yaml:"codeRange,omitempty"`
+}
+
+// Represent regex pattern string and nil indicates match ANY.
+// See https://github.com/google/re2/wiki/Syntax
+type Regex struct {
+	*regexp.Regexp `yaml:",inline"`
+}
+
+// Represent [Min, Max] and nil indicates unlimited.
+type Int32Range struct {
+	Min *int32 `yaml:"min,omitempty"`
+	Max *int32 `yaml:"max,omitempty"`
+}
+
+func NewConfig() *Config {
+	c := initConfig()
+
+	// Defaulting
+	if c.KubeApiServerAddress == nil {
+		c.KubeApiServerAddress = common.PtrString(EnvValueKubeApiServerAddress)
+	}
+	if c.KubeConfigFilePath == nil {
+		c.KubeConfigFilePath = defaultKubeConfigFilePath()
+	}
+	// Based on the default --max-mutating-requests-inflight is 200.
+	if c.KubeClientQps == nil {
+		c.KubeClientQps = common.PtrFloat32(80)
+	}
+	if c.KubeClientBurst == nil {
+		c.KubeClientBurst = common.PtrInt32(120)
+	}
+	if c.WorkerNumber == nil {
+		c.WorkerNumber = common.PtrInt32(200)
+	}
+	if c.LargeFrameworkCompression == nil {
+		c.LargeFrameworkCompression = common.PtrBool(false)
+	}
+	if c.CRDEstablishedCheckIntervalSec == nil {
+		c.CRDEstablishedCheckIntervalSec = common.PtrInt64(1)
+	}
+	if c.CRDEstablishedCheckTimeoutSec == nil {
+		c.CRDEstablishedCheckTimeoutSec = common.PtrInt64(60)
+	}
+	if c.ObjectLocalCacheCreationTimeoutSec == nil {
+		// Default to k8s.io/kubernetes/pkg/controller.ExpectationsTimeout
+		c.ObjectLocalCacheCreationTimeoutSec = common.PtrInt64(5 * 60)
+	}
+	if c.FrameworkCompletedRetainSec == nil {
+		c.FrameworkCompletedRetainSec = common.PtrInt64(30 * 24 * 3600)
+	}
+	if c.FrameworkMinRetryDelaySecForTransientConflictFailed == nil {
+		c.FrameworkMinRetryDelaySecForTransientConflictFailed = common.PtrInt64(60)
+	}
+	if c.FrameworkMaxRetryDelaySecForTransientConflictFailed == nil {
+		c.FrameworkMaxRetryDelaySecForTransientConflictFailed = common.PtrInt64(15 * 60)
+	}
+	if c.LogObjectSnapshot.Framework.OnFrameworkRetry == nil {
+		c.LogObjectSnapshot.Framework.OnFrameworkRetry = common.PtrBool(true)
+	}
+	if c.LogObjectSnapshot.Framework.OnFrameworkDeletion == nil {
+		c.LogObjectSnapshot.Framework.OnFrameworkDeletion = common.PtrBool(true)
+	}
+	if c.LogObjectSnapshot.Task.OnTaskRetry == nil {
+		c.LogObjectSnapshot.Task.OnTaskRetry = common.PtrBool(true)
+	}
+	if c.LogObjectSnapshot.Task.OnTaskDeletion == nil {
+		c.LogObjectSnapshot.Task.OnTaskDeletion = common.PtrBool(true)
+	}
+	if c.LogObjectSnapshot.Pod.OnPodDeletion == nil {
+		c.LogObjectSnapshot.Pod.OnPodDeletion = common.PtrBool(true)
+	}
+	for _, codeInfo := range c.PodFailureSpec {
+		if codeInfo.Type.Name == "" {
+			codeInfo.Type.Name = CompletionTypeNameFailed
+		}
+	}
+
+	// Validation
+	errPrefix := "Config Validation Failed: "
+	if *c.KubeClientQps <= 0 || *c.KubeClientQps > 10000 {
+		panic(fmt.Errorf(errPrefix+
+			"KubeClientQps %v should be within (0, 10000]",
+			*c.KubeClientQps))
+	}
+	if *c.KubeClientBurst < 0 || *c.KubeClientBurst > 10000 {
+		panic(fmt.Errorf(errPrefix+
+			"KubeClientBurst %v should be within [0, 10000]",
+			*c.KubeClientBurst))
+	}
+	if *c.WorkerNumber <= 0 {
+		panic(fmt.Errorf(errPrefix+
+			"WorkerNumber %v should be positive",
+			*c.WorkerNumber))
+	}
+	if *c.CRDEstablishedCheckIntervalSec < 1 {
+		panic(fmt.Errorf(errPrefix+
+			"CRDEstablishedCheckIntervalSec %v should not be less than 1",
+			*c.CRDEstablishedCheckIntervalSec))
+	}
+	if *c.CRDEstablishedCheckTimeoutSec < 10 {
+		panic(fmt.Errorf(errPrefix+
+			"CRDEstablishedCheckTimeoutSec %v should not be less than 10",
+			*c.CRDEstablishedCheckTimeoutSec))
+	}
+	if *c.ObjectLocalCacheCreationTimeoutSec < 60 {
+		panic(fmt.Errorf(errPrefix+
+			"ObjectLocalCacheCreationTimeoutSec %v should not be less than 60",
+			*c.ObjectLocalCacheCreationTimeoutSec))
+	}
+	if *c.FrameworkMinRetryDelaySecForTransientConflictFailed < 0 {
+		panic(fmt.Errorf(errPrefix+
+			"FrameworkMinRetryDelaySecForTransientConflictFailed %v should not be negative",
+			*c.FrameworkMinRetryDelaySecForTransientConflictFailed))
+	}
+	if *c.FrameworkMaxRetryDelaySecForTransientConflictFailed <
+		*c.FrameworkMinRetryDelaySecForTransientConflictFailed {
+		panic(fmt.Errorf(errPrefix+
+			"FrameworkMaxRetryDelaySecForTransientConflictFailed %v should not be less than "+
+			"FrameworkMinRetryDelaySecForTransientConflictFailed %v",
+			*c.FrameworkMaxRetryDelaySecForTransientConflictFailed,
+			*c.FrameworkMinRetryDelaySecForTransientConflictFailed))
+	}
+	codeInfoMap := map[CompletionCode]*CompletionCodeInfo{}
+	for _, codeInfo := range c.PodFailureSpec {
+		if codeInfo.Type.Name != CompletionTypeNameFailed {
+			panic(fmt.Errorf(errPrefix+
+				"PodFailureSpec contains CompletionTypeName which is not %v:\n%v",
+				CompletionTypeNameFailed, common.ToYaml(codeInfo)))
+		}
+		if len(codeInfo.PodPatterns) == 0 {
+			panic(fmt.Errorf(errPrefix+
+				"PodFailureSpec contains empty PodPatterns:\n%v",
+				common.ToYaml(codeInfo)))
+		}
+		for _, podPattern := range codeInfo.PodPatterns {
+			if podPattern == nil {
+				panic(fmt.Errorf(errPrefix+
+					"PodFailureSpec contains nil PodPattern:\n%v",
+					common.ToYaml(codeInfo)))
+			}
+			for _, containerPattern := range podPattern.Containers {
+				if containerPattern == nil {
+					panic(fmt.Errorf(errPrefix+
+						"PodFailureSpec contains nil ContainerPattern:\n%v",
+						common.ToYaml(codeInfo)))
+				}
+			}
+		}
+		if codeInfo.Code == nil {
+			panic(fmt.Errorf(errPrefix+
+				"PodFailureSpec contains nil CompletionCode:\n%v",
+				common.ToYaml(codeInfo)))
+		}
+		if CompletionCodeReservedNonPositive.Contains(*codeInfo.Code) ||
+			CompletionCodeReservedPositive.Contains(*codeInfo.Code) {
+			panic(fmt.Errorf(errPrefix+
+				"PodFailureSpec contains CompletionCode which should not be within "+
+				"%v and %v:\n%v",
+				CompletionCodeReservedNonPositive, CompletionCodeReservedPositive,
+				common.ToYaml(codeInfo)))
+		}
+		if existingCodeInfo, ok := codeInfoMap[*codeInfo.Code]; ok {
+			panic(fmt.Errorf(errPrefix+
+				"PodFailureSpec contains duplicated CompletionCode:"+
+				"\nExisting CompletionCodeInfo:\n%v,\nChecking CompletionCodeInfo:\n%v",
+				common.ToYaml(existingCodeInfo), common.ToYaml(codeInfo)))
+		}
+		codeInfoMap[*codeInfo.Code] = codeInfo
+	}
+
+	return c
+}
+
+func defaultKubeConfigFilePath() *string {
+	configPath := EnvValueKubeConfigFilePath
+	_, err := os.Stat(configPath)
+	if err == nil {
+		return &configPath
+	}
+
+	configPath = DefaultKubeConfigFilePath
+	_, err = os.Stat(configPath)
+	if err == nil {
+		return &configPath
+	}
+
+	configPath = ""
+	return &configPath
+}
+
+func initConfig() *Config {
+	c := Config{}
+
+	yamlBytes, err := ioutil.ReadFile(ConfigFilePath)
+	if err != nil {
+		panic(fmt.Errorf(
+			"Failed to read config file: %v, %v", ConfigFilePath, err))
+	}
+
+	common.FromYaml(string(yamlBytes), &c)
+	return &c
+}
+
+func BuildKubeConfig(cConfig *Config) *rest.Config {
+	kConfig, err := clientcmd.BuildConfigFromFlags(
+		*cConfig.KubeApiServerAddress, *cConfig.KubeConfigFilePath)
+	if err != nil {
+		panic(fmt.Errorf("Failed to build KubeConfig, please ensure "+
+			"config kubeApiServerAddress or config kubeConfigFilePath or "+
+			"${KUBE_APISERVER_ADDRESS} or ${KUBECONFIG} or ${HOME}/.kube/config or "+
+			"${KUBERNETES_SERVICE_HOST}:${KUBERNETES_SERVICE_PORT} is valid: "+
+			"Error: %v", err))
+	}
+
+	kConfig.QPS = *cConfig.KubeClientQps
+	kConfig.Burst = int(*cConfig.KubeClientBurst)
+	return kConfig
+}
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/constants.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/constants.go
new file mode 100644
index 00000000..1638d9eb
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/constants.go
@@ -0,0 +1,133 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package v1
+
+import (
+	core "k8s.io/api/core/v1"
+	"os"
+)
+
+///////////////////////////////////////////////////////////////////////////////////////
+// General Constants
+///////////////////////////////////////////////////////////////////////////////////////
+const (
+	// For controller
+	ComponentName      = "frameworkcontroller"
+	GroupName          = "frameworkcontroller.microsoft.com"
+	Version            = "v1"
+	FrameworkPlural    = "frameworks"
+	FrameworkCRDName   = FrameworkPlural + "." + GroupName
+	FrameworkKind      = "Framework"
+	TaskKind           = "Task"
+	ConfigMapKind      = "ConfigMap"
+	PodKind            = "Pod"
+	ObjectUIDFieldPath = "metadata.uid"
+
+	ConfigFilePath                    = "./frameworkcontroller.yaml"
+	UnlimitedValue                    = -1
+	ExtendedUnlimitedValue            = -2
+	LargeFrameworkCompressionMinBytes = 700 * 1024
+
+	// For all managed objects
+	// Predefined Annotations
+	AnnotationKeyFrameworkNamespace = "FC_FRAMEWORK_NAMESPACE"
+	AnnotationKeyFrameworkName      = "FC_FRAMEWORK_NAME"
+	AnnotationKeyTaskRoleName       = "FC_TASKROLE_NAME"
+	AnnotationKeyTaskIndex          = "FC_TASK_INDEX"
+	AnnotationKeyConfigMapName      = "FC_CONFIGMAP_NAME"
+	AnnotationKeyPodName            = "FC_POD_NAME"
+
+	AnnotationKeyFrameworkUID                = "FC_FRAMEWORK_UID"
+	AnnotationKeyFrameworkAttemptID          = "FC_FRAMEWORK_ATTEMPT_ID"
+	AnnotationKeyFrameworkAttemptInstanceUID = "FC_FRAMEWORK_ATTEMPT_INSTANCE_UID"
+	AnnotationKeyConfigMapUID                = "FC_CONFIGMAP_UID"
+	AnnotationKeyTaskRoleUID                 = "FC_TASKROLE_UID"
+	AnnotationKeyTaskUID                     = "FC_TASK_UID"
+	AnnotationKeyTaskAttemptID               = "FC_TASK_ATTEMPT_ID"
+
+	// Predefined Labels
+	LabelKeyFrameworkName = AnnotationKeyFrameworkName
+	LabelKeyTaskRoleName  = AnnotationKeyTaskRoleName
+	LabelKeyTaskIndex     = AnnotationKeyTaskIndex
+
+	// For all managed containers
+	// Predefined Environment Variables
+	// It can be referred by other environment variables specified in the Container Env,
+	// i.e. specify its value to include "$(AnyPredefinedEnvName)".
+	// If the reference is predefined, it will be replaced to its target value when
+	// start the Container, otherwise it will be unchanged.
+	EnvNameFrameworkNamespace = AnnotationKeyFrameworkNamespace
+	EnvNameFrameworkName      = AnnotationKeyFrameworkName
+	EnvNameTaskRoleName       = AnnotationKeyTaskRoleName
+	EnvNameTaskIndex          = AnnotationKeyTaskIndex
+	EnvNameConfigMapName      = AnnotationKeyConfigMapName
+	EnvNamePodName            = AnnotationKeyPodName
+
+	EnvNameFrameworkUID                = AnnotationKeyFrameworkUID
+	EnvNameFrameworkAttemptID          = AnnotationKeyFrameworkAttemptID
+	EnvNameFrameworkAttemptInstanceUID = AnnotationKeyFrameworkAttemptInstanceUID
+	EnvNameConfigMapUID                = AnnotationKeyConfigMapUID
+	EnvNameTaskRoleUID                 = AnnotationKeyTaskRoleUID
+	EnvNameTaskUID                     = AnnotationKeyTaskUID
+	EnvNameTaskAttemptID               = AnnotationKeyTaskAttemptID
+	EnvNameTaskAttemptInstanceUID      = "FC_TASK_ATTEMPT_INSTANCE_UID"
+	EnvNamePodUID                      = "FC_POD_UID"
+
+	// For Pod Spec
+	// Predefined Pod Template Placeholders
+	// It can be referred in any string value specified in the Pod Spec,
+	// i.e. specify the value to include "{{AnyPredefinedPlaceholder}}".
+	// If the reference is predefined, it will be replaced to its target value when
+	// create the Pod object, otherwise it will be unchanged.
+	PlaceholderFrameworkNamespace = AnnotationKeyFrameworkNamespace
+	PlaceholderFrameworkName      = AnnotationKeyFrameworkName
+	PlaceholderTaskRoleName       = AnnotationKeyTaskRoleName
+	PlaceholderTaskIndex          = AnnotationKeyTaskIndex
+	PlaceholderConfigMapName      = AnnotationKeyConfigMapName
+	PlaceholderPodName            = AnnotationKeyPodName
+
+	// For LogObjectSnapshot
+	// All snapshots are logged in format:
+	// {AnyLogMessage}{ObjectSnapshotTrigger}{LogMarkerObjectSnapshot}{JsonObjectSnapshot}
+	LogMarkerObjectSnapshot                            = ": ObjectSnapshot: "
+	LogMarkerOnFrameworkRetry    ObjectSnapshotTrigger = ": OnFrameworkRetry"
+	LogMarkerOnFrameworkDeletion ObjectSnapshotTrigger = ": OnFrameworkDeletion"
+	LogMarkerOnTaskRetry         ObjectSnapshotTrigger = ": OnTaskRetry"
+	LogMarkerOnTaskDeletion      ObjectSnapshotTrigger = ": OnTaskDeletion"
+	LogMarkerOnPodDeletion       ObjectSnapshotTrigger = ": OnPodDeletion"
+)
+
+type ObjectSnapshotTrigger string
+
+var FrameworkGroupVersionKind = SchemeGroupVersion.WithKind(FrameworkKind)
+var TaskGroupVersionKind = SchemeGroupVersion.WithKind(TaskKind)
+var ConfigMapGroupVersionKind = core.SchemeGroupVersion.WithKind(ConfigMapKind)
+var PodGroupVersionKind = core.SchemeGroupVersion.WithKind(PodKind)
+
+var ObjectUIDEnvVarSource = &core.EnvVarSource{
+	FieldRef: &core.ObjectFieldSelector{FieldPath: ObjectUIDFieldPath},
+}
+
+var EnvValueKubeApiServerAddress = os.Getenv("KUBE_APISERVER_ADDRESS")
+var EnvValueKubeConfigFilePath = os.Getenv("KUBECONFIG")
+var DefaultKubeConfigFilePath = os.Getenv("HOME") + "/.kube/config"
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/crd.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/crd.go
new file mode 100644
index 00000000..89490738
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/crd.go
@@ -0,0 +1,173 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package v1
+
+import (
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+	apiExtensions "k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+)
+
+const (
+	// Names in CRD should be up to 63 lower case alphanumeric characters.
+	NamingConvention = "^[a-z0-9]{1,63}$"
+)
+
+func BuildFrameworkCRD() *apiExtensions.CustomResourceDefinition {
+	crd := &apiExtensions.CustomResourceDefinition{
+		ObjectMeta: meta.ObjectMeta{
+			Name: FrameworkCRDName,
+		},
+		Spec: apiExtensions.CustomResourceDefinitionSpec{
+			Group: GroupName,
+			Versions: []apiExtensions.CustomResourceDefinitionVersion{
+				{
+					Name:    SchemeGroupVersion.Version,
+					Served:  true,
+					Storage: true,
+					Schema:  buildFrameworkSchema(),
+				},
+			},
+			Scope: apiExtensions.NamespaceScoped,
+			Names: apiExtensions.CustomResourceDefinitionNames{
+				Plural: FrameworkPlural,
+				Kind:   FrameworkKind,
+			},
+		},
+	}
+
+	return crd
+}
+
+func buildFrameworkSchema() *apiExtensions.CustomResourceValidation {
+	return &apiExtensions.CustomResourceValidation{
+		OpenAPIV3Schema: &apiExtensions.JSONSchemaProps{
+			Type: "object",
+			Properties: map[string]apiExtensions.JSONSchemaProps{
+				"metadata": {
+					Type: "object",
+					Properties: map[string]apiExtensions.JSONSchemaProps{
+						"name": {
+							Type:    "string",
+							Pattern: NamingConvention,
+						},
+					},
+				},
+				"spec": {
+					Type: "object",
+					Properties: map[string]apiExtensions.JSONSchemaProps{
+						"description": {
+							Type:     "string",
+							Nullable: true,
+						},
+						"executionType": {
+							Type: "string",
+							Enum: []apiExtensions.JSON{
+								{Raw: []byte(common.Quote(string(ExecutionCreate)))},
+								{Raw: []byte(common.Quote(string(ExecutionStart)))},
+								{Raw: []byte(common.Quote(string(ExecutionStop)))},
+							},
+						},
+						"retryPolicy": {
+							Type: "object",
+							Properties: map[string]apiExtensions.JSONSchemaProps{
+								"maxRetryCount": {
+									Type:    "integer",
+									Minimum: common.PtrFloat64(ExtendedUnlimitedValue),
+								},
+								"fancyRetryPolicy": {
+									Type: "boolean",
+								},
+							},
+						},
+						"taskRoles": {
+							// TODO: names in array should not duplicate
+							Type: "array",
+							Items: &apiExtensions.JSONSchemaPropsOrArray{
+								Schema: &apiExtensions.JSONSchemaProps{
+									Type: "object",
+									Properties: map[string]apiExtensions.JSONSchemaProps{
+										"name": {
+											Type:    "string",
+											Pattern: NamingConvention,
+										},
+										"taskNumber": {
+											Type:    "integer",
+											Minimum: common.PtrFloat64(0),
+											Maximum: common.PtrFloat64(10000),
+										},
+										"frameworkAttemptCompletionPolicy": {
+											Type: "object",
+											Properties: map[string]apiExtensions.JSONSchemaProps{
+												"minFailedTaskCount": {
+													Type: "integer",
+													// TODO: should not allow 0
+													Minimum: common.PtrFloat64(UnlimitedValue),
+												},
+												"minSucceededTaskCount": {
+													Type: "integer",
+													// TODO: should not allow 0
+													Minimum: common.PtrFloat64(UnlimitedValue),
+												},
+											},
+										},
+										"task": {
+											Type: "object",
+											Properties: map[string]apiExtensions.JSONSchemaProps{
+												"retryPolicy": {
+													Type: "object",
+													Properties: map[string]apiExtensions.JSONSchemaProps{
+														"maxRetryCount": {
+															Type:    "integer",
+															Minimum: common.PtrFloat64(ExtendedUnlimitedValue),
+														},
+														"fancyRetryPolicy": {
+															Type: "boolean",
+														},
+													},
+												},
+												"podGracefulDeletionTimeoutSec": {
+													Type: "integer",
+													Nullable: true,
+												},
+												"pod": {
+													Type:                   "object",
+													XPreserveUnknownFields: common.PtrBool(true),
+												},
+											},
+										},
+									},
+								},
+							},
+						},
+					},
+				},
+				"status": {
+					Type:                   "object",
+					Nullable:               true,
+					XPreserveUnknownFields: common.PtrBool(true),
+				},
+			},
+		},
+	}
+}
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/doc.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/doc.go
new file mode 100644
index 00000000..fab5eca1
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/doc.go
@@ -0,0 +1,25 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// +k8s:deepcopy-gen=package
+// +groupName=frameworkcontroller.microsoft.com
+package v1
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/funcs.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/funcs.go
new file mode 100644
index 00000000..e59a5283
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/funcs.go
@@ -0,0 +1,1014 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package v1
+
+import (
+	"fmt"
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+	core "k8s.io/api/core/v1"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+	"k8s.io/apimachinery/pkg/util/uuid"
+	"k8s.io/klog"
+	"sort"
+	"strconv"
+	"strings"
+)
+
+///////////////////////////////////////////////////////////////////////////////////////
+// Utils
+///////////////////////////////////////////////////////////////////////////////////////
+func SplitFrameworkKey(frameworkKey string) (frameworkNamespace, frameworkName string) {
+	parts := strings.Split(frameworkKey, "/")
+	if len(parts) != 2 {
+		panic(fmt.Errorf("Failed to SplitFrameworkKey %v", frameworkKey))
+	}
+	return parts[0], parts[1]
+}
+
+func GetConfigMapName(frameworkName string) string {
+	return strings.Join([]string{frameworkName, "attempt"}, "-")
+}
+
+func SplitConfigMapName(configMapName string) (frameworkName string) {
+	parts := strings.Split(configMapName, "-")
+	if len(parts) != 2 {
+		panic(fmt.Errorf("Failed to SplitConfigMapName %v", configMapName))
+	}
+	return parts[0]
+}
+
+func GetTaskName(frameworkName string, taskRoleName string, taskIndex int32) string {
+	return strings.Join([]string{frameworkName, taskRoleName, fmt.Sprint(taskIndex)}, "-")
+}
+
+func SplitTaskName(taskName string) (frameworkName string, taskRoleName string, taskIndex int32) {
+	parts := strings.Split(taskName, "-")
+	if len(parts) != 3 {
+		panic(fmt.Errorf("Failed to SplitTaskName %v", taskName))
+	}
+	i, err := strconv.ParseInt(parts[2], 10, 32)
+	if err != nil {
+		panic(fmt.Errorf("Failed to SplitTaskName %v: %v", taskName, err))
+	}
+	return parts[0], parts[1], int32(i)
+}
+
+func GetPodName(frameworkName string, taskRoleName string, taskIndex int32) string {
+	return GetTaskName(frameworkName, taskRoleName, taskIndex)
+}
+
+func SplitPodName(podName string) (frameworkName string, taskRoleName string, taskIndex int32) {
+	return SplitTaskName(podName)
+}
+
+func GetFrameworkAttemptInstanceUID(frameworkAttemptID int32, configMapUID *types.UID) *types.UID {
+	return common.PtrUIDStr(fmt.Sprintf("%v_%v", frameworkAttemptID, *configMapUID))
+}
+
+func SplitFrameworkAttemptInstanceUID(frameworkAttemptInstanceUID *types.UID) (
+	frameworkAttemptID int32, configMapUID *types.UID) {
+	parts := strings.Split(string(*frameworkAttemptInstanceUID), "_")
+	if len(parts) != 2 {
+		panic(fmt.Errorf(
+			"Failed to SplitFrameworkAttemptInstanceUID %v",
+			*frameworkAttemptInstanceUID))
+	}
+	i, err := strconv.ParseInt(parts[0], 10, 32)
+	if err != nil {
+		panic(fmt.Errorf(
+			"Failed to SplitFrameworkAttemptInstanceUID %v: %v",
+			*frameworkAttemptInstanceUID, err))
+	}
+	return int32(i), common.PtrUIDStr(parts[1])
+}
+
+func GetTaskAttemptInstanceUID(taskAttemptID int32, podUID *types.UID) *types.UID {
+	return common.PtrUIDStr(fmt.Sprintf("%v_%v", taskAttemptID, *podUID))
+}
+
+func SplitTaskAttemptInstanceUID(taskAttemptInstanceUID *types.UID) (
+	taskAttemptID int32, podUID *types.UID) {
+	parts := strings.Split(string(*taskAttemptInstanceUID), "_")
+	if len(parts) != 2 {
+		panic(fmt.Errorf(
+			"Failed to SplitTaskAttemptInstanceUID %v",
+			*taskAttemptInstanceUID))
+	}
+	i, err := strconv.ParseInt(parts[0], 10, 32)
+	if err != nil {
+		panic(fmt.Errorf(
+			"Failed to SplitTaskAttemptInstanceUID %v: %v",
+			*taskAttemptInstanceUID, err))
+	}
+	return int32(i), common.PtrUIDStr(parts[1])
+}
+
+func GetAllContainerStatuses(pod *core.Pod) []core.ContainerStatus {
+	// All Container names in a Pod must be different, so we can still identify
+	// a Container even after the InitContainers is merged with the AppContainers.
+	return append(append([]core.ContainerStatus{},
+		pod.Status.InitContainerStatuses...),
+		pod.Status.ContainerStatuses...)
+}
+
+func BindIDP(
+	selectorIDP TaskStatusSelectorIDP,
+	ignoreDeletionPending bool) TaskStatusSelector {
+	return func(taskStatus *TaskStatus) bool {
+		return selectorIDP(taskStatus, ignoreDeletionPending)
+	}
+}
+
+func NewFailedTaskTriggeredCompletionStatus(
+	triggerTaskStatus *TaskStatus,
+	triggerTaskRoleName string,
+	failedTaskCount int32,
+	minFailedTaskCount int32) *FrameworkAttemptCompletionStatus {
+	return &FrameworkAttemptCompletionStatus{
+		CompletionStatus: triggerTaskStatus.AttemptStatus.CompletionStatus.CompletionStatus,
+		Trigger: &CompletionPolicyTriggerStatus{
+			Message: fmt.Sprintf(
+				"FailedTaskCount %v has reached MinFailedTaskCount %v in the TaskRole",
+				failedTaskCount, minFailedTaskCount),
+			TaskRoleName: triggerTaskRoleName,
+			TaskIndex:    triggerTaskStatus.Index,
+		},
+	}
+}
+
+func NewSucceededTaskTriggeredCompletionStatus(
+	triggerTaskStatus *TaskStatus,
+	triggerTaskRoleName string,
+	succeededTaskCount int32,
+	minSucceededTaskCount int32) *FrameworkAttemptCompletionStatus {
+	return &FrameworkAttemptCompletionStatus{
+		CompletionStatus: triggerTaskStatus.AttemptStatus.CompletionStatus.CompletionStatus,
+		Trigger: &CompletionPolicyTriggerStatus{
+			Message: fmt.Sprintf(
+				"SucceededTaskCount %v has reached MinSucceededTaskCount %v in the TaskRole",
+				succeededTaskCount, minSucceededTaskCount),
+			TaskRoleName: triggerTaskRoleName,
+			TaskIndex:    triggerTaskStatus.Index,
+		},
+	}
+}
+
+func NewCompletedTaskTriggeredCompletionStatus(
+	triggerTaskStatus *TaskStatus,
+	triggerTaskRoleName string,
+	completedTaskCount int32,
+	totalTaskCount int32) *FrameworkAttemptCompletionStatus {
+	diag := fmt.Sprintf(
+		"CompletedTaskCount %v has reached TotalTaskCount %v and no user specified "+
+			"conditions in FrameworkAttemptCompletionPolicy have ever been triggered",
+		completedTaskCount, totalTaskCount)
+	if triggerTaskStatus == nil {
+		return CompletionCodeSucceeded.
+			NewFrameworkAttemptCompletionStatus(diag, nil)
+	} else {
+		return CompletionCodeSucceeded.
+			NewFrameworkAttemptCompletionStatus(diag,
+				&CompletionPolicyTriggerStatus{
+					Message:      diag,
+					TaskRoleName: triggerTaskRoleName,
+					TaskIndex:    triggerTaskStatus.Index,
+				},
+			)
+	}
+}
+
+///////////////////////////////////////////////////////////////////////////////////////
+// LogObjectSnapshot Methods
+// Before calling them, ensure the object snapshot has been persisted, so it is
+// safe to also expose it as one history snapshot here.
+///////////////////////////////////////////////////////////////////////////////////////
+func getObjectSnapshotLogTail(obj interface{}) string {
+	return LogMarkerObjectSnapshot + common.ToJson(obj)
+}
+
+func getFrameworkSnapshotLogTail(f *Framework) string {
+	if f.GroupVersionKind().Empty() {
+		f = f.DeepCopy()
+		f.SetGroupVersionKind(FrameworkGroupVersionKind)
+	}
+	return getObjectSnapshotLogTail(f)
+}
+
+func getTaskSnapshotLogTail(task *Task) string {
+	if task.GroupVersionKind().Empty() {
+		task = task.DeepCopy()
+		task.SetGroupVersionKind(TaskGroupVersionKind)
+	}
+	return getObjectSnapshotLogTail(task)
+}
+
+func getPodSnapshotLogTail(pod *core.Pod) string {
+	if pod.GroupVersionKind().Empty() {
+		pod = pod.DeepCopy()
+		pod.SetGroupVersionKind(PodGroupVersionKind)
+	}
+	return getObjectSnapshotLogTail(pod)
+}
+
+func (s *LogFrameworkSnapshot) GetLogTailOnFrameworkRetry(f *Framework) string {
+	if *s.OnFrameworkRetry {
+		return string(LogMarkerOnFrameworkRetry) + getFrameworkSnapshotLogTail(f)
+	}
+	return ""
+}
+
+func (s *LogFrameworkSnapshot) GetLogTailOnFrameworkDeletion(f *Framework) string {
+	if *s.OnFrameworkDeletion {
+		return string(LogMarkerOnFrameworkDeletion) + getFrameworkSnapshotLogTail(f)
+	}
+	return ""
+}
+
+func (s *LogTaskSnapshot) GetLogTailOnTaskRetry(task *Task) string {
+	if *s.OnTaskRetry {
+		return string(LogMarkerOnTaskRetry) + getTaskSnapshotLogTail(task)
+	}
+	return ""
+}
+
+func (s *LogTaskSnapshot) GetLogTailOnTaskDeletion(task *Task) string {
+	if *s.OnTaskDeletion {
+		return string(LogMarkerOnTaskDeletion) + getTaskSnapshotLogTail(task)
+	}
+	return ""
+}
+
+func (s *LogPodSnapshot) GetLogTailOnPodDeletion(pod *core.Pod) string {
+	if *s.OnPodDeletion {
+		return string(LogMarkerOnPodDeletion) + getPodSnapshotLogTail(pod)
+	}
+	return ""
+}
+
+///////////////////////////////////////////////////////////////////////////////////////
+// Interfaces
+///////////////////////////////////////////////////////////////////////////////////////
+type TaskStatusSelector func(taskStatus *TaskStatus) bool
+type TaskStatusSelectorIDP func(taskStatus *TaskStatus, ignoreDeletionPending bool) bool
+
+///////////////////////////////////////////////////////////////////////////////////////
+// Spec Read Methods
+///////////////////////////////////////////////////////////////////////////////////////
+func (f *Framework) Key() string {
+	return f.Namespace + "/" + f.Name
+}
+
+// Return nil if and only if the TaskRoleSpec is deleted while the TaskRole's
+// TaskRoleStatus still exist due to graceful deletion.
+func (f *Framework) GetTaskRoleSpec(taskRoleName string) *TaskRoleSpec {
+	for _, taskRole := range f.Spec.TaskRoles {
+		if taskRole.Name == taskRoleName {
+			return taskRole
+		}
+	}
+	return nil
+}
+
+// Return nil if and only if its TaskRole's TaskRoleSpec is deleted while its
+// TaskStatus still exist due to graceful deletion.
+func (f *Framework) GetTaskSpec(taskRoleName string) *TaskSpec {
+	if taskRole := f.GetTaskRoleSpec(taskRoleName); taskRole != nil {
+		return &taskRole.Task
+	}
+	return nil
+}
+
+// Panic if and only if the TaskRoleSpec is deleted while the TaskRole's
+// TaskRoleStatus still exist due to graceful deletion.
+func (f *Framework) TaskRoleSpec(taskRoleName string) *TaskRoleSpec {
+	if taskRole := f.GetTaskRoleSpec(taskRoleName); taskRole != nil {
+		return taskRole
+	}
+	panic(fmt.Errorf("[%v]: TaskRole is not found in Spec", taskRoleName))
+}
+
+func (f *Framework) GetTaskCountSpec() int32 {
+	taskCount := int32(0)
+	for _, taskRole := range f.Spec.TaskRoles {
+		taskCount += taskRole.TaskNumber
+	}
+	return taskCount
+}
+
+func (f *Framework) GetTotalTaskCountSpec() int32 {
+	return f.GetTaskCountSpec()
+}
+
+///////////////////////////////////////////////////////////////////////////////////////
+// Status Read Methods
+///////////////////////////////////////////////////////////////////////////////////////
+func (f *Framework) FrameworkAttemptID() int32 {
+	return f.Status.AttemptStatus.ID
+}
+
+func (ts *TaskStatus) TaskAttemptID() int32 {
+	return ts.AttemptStatus.ID
+}
+
+func (f *Framework) FrameworkAttemptInstanceUID() *types.UID {
+	return f.Status.AttemptStatus.InstanceUID
+}
+
+func (ts *TaskStatus) TaskAttemptInstanceUID() *types.UID {
+	return ts.AttemptStatus.InstanceUID
+}
+
+func (f *Framework) ConfigMapName() string {
+	return f.Status.AttemptStatus.ConfigMapName
+}
+
+func (ts *TaskStatus) PodName() string {
+	return ts.AttemptStatus.PodName
+}
+
+func (f *Framework) ConfigMapUID() *types.UID {
+	return f.Status.AttemptStatus.ConfigMapUID
+}
+
+func (ts *TaskStatus) PodUID() *types.UID {
+	return ts.AttemptStatus.PodUID
+}
+
+func (f *Framework) CompletionType() CompletionType {
+	return f.Status.AttemptStatus.CompletionStatus.Type
+}
+
+func (ts *TaskStatus) CompletionType() CompletionType {
+	return ts.AttemptStatus.CompletionStatus.Type
+}
+
+func (f *Framework) TaskRoleStatuses() []*TaskRoleStatus {
+	return f.Status.AttemptStatus.TaskRoleStatuses
+}
+
+func (f *Framework) GetTaskRoleStatus(taskRoleName string) *TaskRoleStatus {
+	for _, taskRoleStatus := range f.TaskRoleStatuses() {
+		if taskRoleStatus.Name == taskRoleName {
+			return taskRoleStatus
+		}
+	}
+	return nil
+}
+
+func (f *Framework) GetTaskStatus(taskRoleName string, taskIndex int32) *TaskStatus {
+	if taskRoleStatus := f.GetTaskRoleStatus(taskRoleName); taskRoleStatus != nil {
+		if 0 <= taskIndex && taskIndex < int32(len(taskRoleStatus.TaskStatuses)) {
+			return taskRoleStatus.TaskStatuses[taskIndex]
+		}
+	}
+	return nil
+}
+
+func (f *Framework) TaskRoleStatus(taskRoleName string) *TaskRoleStatus {
+	if taskRoleStatus := f.GetTaskRoleStatus(taskRoleName); taskRoleStatus != nil {
+		return taskRoleStatus
+	}
+	panic(fmt.Errorf("[%v]: TaskRole is not found in Status", taskRoleName))
+}
+
+func (f *Framework) TaskStatus(taskRoleName string, taskIndex int32) *TaskStatus {
+	taskRoleStatus := f.TaskRoleStatus(taskRoleName)
+	if 0 <= taskIndex && taskIndex < int32(len(taskRoleStatus.TaskStatuses)) {
+		return taskRoleStatus.TaskStatuses[taskIndex]
+	}
+	panic(fmt.Errorf("[%v][%v]: Task is not found in Status", taskRoleName, taskIndex))
+}
+
+func (ts *TaskStatus) IsDeletionPendingIgnored(ignoreDeletionPending bool) bool {
+	return ts.DeletionPending && ignoreDeletionPending
+}
+
+func (f *Framework) IsCompleted() bool {
+	return f.Status.State == FrameworkCompleted
+}
+
+func (ts *TaskStatus) IsCompleted(ignoreDeletionPending bool) bool {
+	if ts.IsDeletionPendingIgnored(ignoreDeletionPending) {
+		return false
+	}
+	return ts.State == TaskCompleted
+}
+
+func (f *Framework) IsRunning() bool {
+	return f.Status.State == FrameworkAttemptRunning
+}
+
+func (ts *TaskStatus) IsRunning(ignoreDeletionPending bool) bool {
+	if ts.IsDeletionPendingIgnored(ignoreDeletionPending) {
+		return false
+	}
+	return ts.State == TaskAttemptRunning
+}
+
+func (f *Framework) IsCompleting() bool {
+	return f.Status.State == FrameworkAttemptDeletionPending ||
+		f.Status.State == FrameworkAttemptDeletionRequested ||
+		f.Status.State == FrameworkAttemptDeleting
+}
+
+func (ts *TaskStatus) IsCompleting(ignoreDeletionPending bool) bool {
+	if ts.IsDeletionPendingIgnored(ignoreDeletionPending) {
+		return false
+	}
+	return ts.State == TaskAttemptDeletionPending ||
+		ts.State == TaskAttemptDeletionRequested ||
+		ts.State == TaskAttemptDeleting
+}
+
+func (f *Framework) IsSucceeded() bool {
+	return f.IsCompleted() && f.CompletionType().IsSucceeded()
+}
+
+func (ts *TaskStatus) IsSucceeded(ignoreDeletionPending bool) bool {
+	return ts.IsCompleted(ignoreDeletionPending) && ts.CompletionType().IsSucceeded()
+}
+
+func (f *Framework) IsFailed() bool {
+	return f.IsCompleted() && f.CompletionType().IsFailed()
+}
+
+func (ts *TaskStatus) IsFailed(ignoreDeletionPending bool) bool {
+	return ts.IsCompleted(ignoreDeletionPending) && ts.CompletionType().IsFailed()
+}
+
+func (trs *TaskRoleStatus) CompletionTimeOrderedTaskStatus(
+	selector TaskStatusSelector, orderIndex int32) *TaskStatus {
+	orderedTasks := trs.GetTaskStatuses(selector)
+	sort.SliceStable(orderedTasks, func(i, j int) bool {
+		return orderedTasks[i].CompletionTime.Before(orderedTasks[j].CompletionTime)
+	})
+
+	if 0 <= orderIndex && orderIndex < int32(len(orderedTasks)) {
+		return orderedTasks[orderIndex]
+	}
+	panic(fmt.Errorf(
+		"Task orderIndex %v is not found in CompletionTime orderedTasks: %v",
+		orderIndex, orderedTasks))
+}
+
+func (trs *TaskRoleStatus) GetTaskStatuses(selector TaskStatusSelector) []*TaskStatus {
+	taskStatuses := []*TaskStatus{}
+	for _, taskStatus := range trs.TaskStatuses {
+		if selector == nil || selector(taskStatus) {
+			taskStatuses = append(taskStatuses, taskStatus)
+		}
+	}
+	return taskStatuses
+}
+
+func (trs *TaskRoleStatus) GetTaskCountStatus(selector TaskStatusSelector) int32 {
+	if selector == nil {
+		return int32(len(trs.TaskStatuses))
+	}
+
+	taskCount := int32(0)
+	for _, taskStatus := range trs.TaskStatuses {
+		if selector(taskStatus) {
+			taskCount++
+		}
+	}
+	return taskCount
+}
+
+func (f *Framework) GetTaskCountStatus(selector TaskStatusSelector) int32 {
+	taskCount := int32(0)
+	for _, taskRoleStatus := range f.TaskRoleStatuses() {
+		taskCount += taskRoleStatus.GetTaskCountStatus(selector)
+	}
+	return taskCount
+}
+
+func (f *Framework) GetTotalTaskCountStatus() int32 {
+	return f.GetTaskCountStatus(nil)
+}
+
+func (f *Framework) IsAnyTaskRunning(ignoreDeletionPending bool) bool {
+	return f.GetTaskCountStatus(BindIDP(
+		(*TaskStatus).IsRunning, ignoreDeletionPending)) > 0
+}
+
+func (f *Framework) NewConfigMap() *core.ConfigMap {
+	frameworkUIDStr := string(f.UID)
+	frameworkAttemptIDStr := fmt.Sprint(f.FrameworkAttemptID())
+
+	cm := &core.ConfigMap{
+		ObjectMeta: meta.ObjectMeta{},
+	}
+
+	// Init ConfigMap
+	cm.Name = f.ConfigMapName()
+	cm.Namespace = f.Namespace
+	cm.OwnerReferences = []meta.OwnerReference{*meta.NewControllerRef(f, FrameworkGroupVersionKind)}
+	// By default, ensure there is no timeline overlap among different FrameworkAttemptInstances.
+	cm.Finalizers = []string{meta.FinalizerDeleteDependents}
+
+	cm.Annotations = map[string]string{}
+	cm.Annotations[AnnotationKeyFrameworkNamespace] = f.Namespace
+	cm.Annotations[AnnotationKeyFrameworkName] = f.Name
+	cm.Annotations[AnnotationKeyConfigMapName] = cm.Name
+	cm.Annotations[AnnotationKeyFrameworkUID] = frameworkUIDStr
+	cm.Annotations[AnnotationKeyFrameworkAttemptID] = frameworkAttemptIDStr
+
+	cm.Labels = map[string]string{}
+	cm.Labels[LabelKeyFrameworkName] = f.Name
+
+	return cm
+}
+
+// Before calling it, ensure its TaskRole's TaskRoleSpec exists.
+func (f *Framework) NewPod(cm *core.ConfigMap, taskRoleName string, taskIndex int32) *core.Pod {
+	// Deep copy Task.Pod before modify it
+	taskPodJson := common.ToJson(f.TaskRoleSpec(taskRoleName).Task.Pod)
+	taskRoleStatus := f.TaskRoleStatus(taskRoleName)
+	taskStatus := f.TaskStatus(taskRoleName, taskIndex)
+	taskIndexStr := fmt.Sprint(taskIndex)
+	frameworkUIDStr := string(f.UID)
+	frameworkAttemptIDStr := fmt.Sprint(f.FrameworkAttemptID())
+	frameworkAttemptInstanceUIDStr := string(*f.FrameworkAttemptInstanceUID())
+	configMapUIDStr := string(*f.ConfigMapUID())
+	taskRoleUIDStr := string(taskRoleStatus.InstanceUID)
+	taskUIDStr := string(taskStatus.InstanceUID)
+	taskAttemptIDStr := fmt.Sprint(taskStatus.TaskAttemptID())
+	taskAttemptInstanceUIDReferStr := string(*GetTaskAttemptInstanceUID(
+		taskStatus.TaskAttemptID(),
+		common.PtrUIDStr(common.ReferEnvVar(EnvNamePodUID))))
+
+	// Replace Placeholders in Task.Pod
+	podTemplate := core.PodTemplateSpec{}
+
+	placeholderReplacer := strings.NewReplacer(
+		common.ReferPlaceholder(PlaceholderFrameworkNamespace), f.Namespace,
+		common.ReferPlaceholder(PlaceholderFrameworkName), f.Name,
+		common.ReferPlaceholder(PlaceholderTaskRoleName), taskRoleName,
+		common.ReferPlaceholder(PlaceholderTaskIndex), taskIndexStr,
+		common.ReferPlaceholder(PlaceholderConfigMapName), f.ConfigMapName(),
+		common.ReferPlaceholder(PlaceholderPodName), taskStatus.PodName())
+
+	// Using Json to avoid breaking one Placeholder to multiple lines
+	common.FromJson(placeholderReplacer.Replace(taskPodJson), &podTemplate)
+
+	// Override Task.Pod
+	pod := &core.Pod{
+		ObjectMeta: podTemplate.ObjectMeta,
+		Spec:       podTemplate.Spec,
+	}
+
+	pod.Name = taskStatus.PodName()
+	pod.Namespace = f.Namespace
+
+	// Augment Task.Pod
+	// By setting the owner is also a controller, the Pod functions normally, except for
+	// its detail cannot be viewed from k8s dashboard, and the dashboard shows error:
+	// "Unknown reference kind ConfigMap".
+	// See https://github.com/kubernetes/dashboard/issues/3158
+	if pod.OwnerReferences == nil {
+		pod.OwnerReferences = []meta.OwnerReference{}
+	}
+	pod.OwnerReferences = append(pod.OwnerReferences, *meta.NewControllerRef(cm, ConfigMapGroupVersionKind))
+
+	if pod.Annotations == nil {
+		pod.Annotations = map[string]string{}
+	}
+	pod.Annotations[AnnotationKeyFrameworkNamespace] = f.Namespace
+	pod.Annotations[AnnotationKeyFrameworkName] = f.Name
+	pod.Annotations[AnnotationKeyTaskRoleName] = taskRoleName
+	pod.Annotations[AnnotationKeyTaskIndex] = taskIndexStr
+	pod.Annotations[AnnotationKeyConfigMapName] = f.ConfigMapName()
+	pod.Annotations[AnnotationKeyPodName] = pod.Name
+	pod.Annotations[AnnotationKeyFrameworkUID] = frameworkUIDStr
+	pod.Annotations[AnnotationKeyFrameworkAttemptID] = frameworkAttemptIDStr
+	pod.Annotations[AnnotationKeyFrameworkAttemptInstanceUID] = frameworkAttemptInstanceUIDStr
+	pod.Annotations[AnnotationKeyConfigMapUID] = configMapUIDStr
+	pod.Annotations[AnnotationKeyTaskRoleUID] = taskRoleUIDStr
+	pod.Annotations[AnnotationKeyTaskUID] = taskUIDStr
+	pod.Annotations[AnnotationKeyTaskAttemptID] = taskAttemptIDStr
+
+	if pod.Labels == nil {
+		pod.Labels = map[string]string{}
+	}
+	pod.Labels[LabelKeyFrameworkName] = f.Name
+	pod.Labels[LabelKeyTaskRoleName] = taskRoleName
+	pod.Labels[LabelKeyTaskIndex] = taskIndexStr
+
+	predefinedEnvs := []core.EnvVar{
+		{Name: EnvNameFrameworkNamespace, Value: f.Namespace},
+		{Name: EnvNameFrameworkName, Value: f.Name},
+		{Name: EnvNameTaskRoleName, Value: taskRoleName},
+		{Name: EnvNameTaskIndex, Value: taskIndexStr},
+		{Name: EnvNameConfigMapName, Value: f.ConfigMapName()},
+		{Name: EnvNamePodName, Value: pod.Name},
+		{Name: EnvNameFrameworkUID, Value: frameworkUIDStr},
+		{Name: EnvNameFrameworkAttemptID, Value: frameworkAttemptIDStr},
+		{Name: EnvNameFrameworkAttemptInstanceUID, Value: frameworkAttemptInstanceUIDStr},
+		{Name: EnvNameConfigMapUID, Value: configMapUIDStr},
+		{Name: EnvNameTaskRoleUID, Value: taskRoleUIDStr},
+		{Name: EnvNameTaskUID, Value: taskUIDStr},
+		{Name: EnvNameTaskAttemptID, Value: taskAttemptIDStr},
+		{Name: EnvNamePodUID, ValueFrom: ObjectUIDEnvVarSource},
+		{Name: EnvNameTaskAttemptInstanceUID, Value: taskAttemptInstanceUIDReferStr},
+	}
+
+	// Prepend predefinedEnvs so that they can be referred by the environment variable
+	// specified in the spec.
+	// Change the default TerminationMessagePolicy to TerminationMessageFallbackToLogsOnError
+	// in case the cluster-level logging has not been setup for the cluster.
+	// See https://kubernetes.io/docs/concepts/cluster-administration/logging
+	// It is safe to do so, since it will only fall back to the tail log if the container
+	// is failed and the termination message file specified by the terminationMessagePath
+	// is not found or empty.
+	for i := range pod.Spec.Containers {
+		pod.Spec.Containers[i].Env = append(append([]core.EnvVar{},
+			predefinedEnvs...), pod.Spec.Containers[i].Env...)
+		if len(pod.Spec.Containers[i].TerminationMessagePolicy) == 0 {
+			pod.Spec.Containers[i].TerminationMessagePolicy = core.TerminationMessageFallbackToLogsOnError
+		}
+	}
+	for i := range pod.Spec.InitContainers {
+		pod.Spec.InitContainers[i].Env = append(append([]core.EnvVar{},
+			predefinedEnvs...), pod.Spec.InitContainers[i].Env...)
+		if len(pod.Spec.InitContainers[i].TerminationMessagePolicy) == 0 {
+			pod.Spec.InitContainers[i].TerminationMessagePolicy = core.TerminationMessageFallbackToLogsOnError
+		}
+	}
+
+	return pod
+}
+
+// Mock a standalone Task from an embedded Task.
+// Before calling it, ensure the embedded Task has been persisted, so the standalone
+// Task can be considered to have ever existed with the same ResourceVersion as its
+// Framework.
+func (f *Framework) MockTask(taskRoleName string, taskIndex int32, taskDeleting bool) *Task {
+	taskSpec := f.GetTaskSpec(taskRoleName)
+	taskRoleStatus := f.TaskRoleStatus(taskRoleName)
+	taskStatus := f.TaskStatus(taskRoleName, taskIndex)
+	taskIndexStr := fmt.Sprint(taskIndex)
+	frameworkUIDStr := string(f.UID)
+	frameworkAttemptIDStr := fmt.Sprint(f.FrameworkAttemptID())
+	frameworkAttemptInstanceUIDStr := string(*f.FrameworkAttemptInstanceUID())
+	configMapUIDStr := string(*f.ConfigMapUID())
+	taskRoleUIDStr := string(taskRoleStatus.InstanceUID)
+
+	task := &Task{
+		TypeMeta:   meta.TypeMeta{},
+		ObjectMeta: meta.ObjectMeta{},
+		Spec:       taskSpec,
+		Status:     taskStatus,
+	}
+
+	// Mock Task
+	task.SetGroupVersionKind(TaskGroupVersionKind)
+	task.Name = GetTaskName(f.Name, taskRoleName, taskIndex)
+	task.Namespace = f.Namespace
+	task.UID = taskStatus.InstanceUID
+	task.ResourceVersion = f.ResourceVersion
+	task.Generation = f.Generation
+	task.CreationTimestamp = taskStatus.StartTime
+	if taskDeleting {
+		task.DeletionTimestamp = common.PtrNow()
+		task.DeletionGracePeriodSeconds = common.PtrInt64(0)
+	}
+
+	task.Annotations = map[string]string{}
+	task.Annotations[AnnotationKeyFrameworkNamespace] = f.Namespace
+	task.Annotations[AnnotationKeyFrameworkName] = f.Name
+	task.Annotations[AnnotationKeyTaskRoleName] = taskRoleName
+	task.Annotations[AnnotationKeyTaskIndex] = taskIndexStr
+	task.Annotations[AnnotationKeyConfigMapName] = f.ConfigMapName()
+	task.Annotations[AnnotationKeyFrameworkUID] = frameworkUIDStr
+	task.Annotations[AnnotationKeyFrameworkAttemptID] = frameworkAttemptIDStr
+	task.Annotations[AnnotationKeyFrameworkAttemptInstanceUID] = frameworkAttemptInstanceUIDStr
+	task.Annotations[AnnotationKeyConfigMapUID] = configMapUIDStr
+	task.Annotations[AnnotationKeyTaskRoleUID] = taskRoleUIDStr
+
+	task.Labels = map[string]string{}
+	task.Labels[LabelKeyFrameworkName] = f.Name
+	task.Labels[LabelKeyTaskRoleName] = taskRoleName
+	task.Labels[LabelKeyTaskIndex] = taskIndexStr
+
+	return task
+}
+
+func (f *Framework) NewFrameworkStatus() *FrameworkStatus {
+	now := meta.Now()
+	return &FrameworkStatus{
+		StartTime:      now,
+		RunTime:        nil,
+		CompletionTime: nil,
+		State:          FrameworkAttemptCreationPending,
+		TransitionTime: now,
+		RetryPolicyStatus: RetryPolicyStatus{
+			TotalRetriedCount:       0,
+			AccountableRetriedCount: 0,
+			RetryDelaySec:           nil,
+		},
+		AttemptStatus: f.NewFrameworkAttemptStatus(0),
+	}
+}
+
+func (f *Framework) NewFrameworkAttemptStatus(
+	frameworkAttemptID int32) FrameworkAttemptStatus {
+	now := meta.Now()
+	return FrameworkAttemptStatus{
+		ID:                         frameworkAttemptID,
+		StartTime:                  now,
+		RunTime:                    nil,
+		CompletionTime:             nil,
+		InstanceUID:                nil,
+		ConfigMapName:              GetConfigMapName(f.Name),
+		ConfigMapUID:               nil,
+		CompletionStatus:           nil,
+		TaskRoleStatuses:           f.NewTaskRoleStatuses(),
+		TaskRoleStatusesCompressed: nil,
+	}
+}
+
+func (f *Framework) NewTaskRoleStatuses() []*TaskRoleStatus {
+	trss := []*TaskRoleStatus{}
+	for _, taskRole := range f.Spec.TaskRoles {
+		trss = append(trss, f.NewTaskRoleStatus(taskRole.Name, taskRole.TaskNumber))
+	}
+	return trss
+}
+
+func (f *Framework) NewTaskRoleStatus(taskRoleName string, taskNumber int32) *TaskRoleStatus {
+	return &TaskRoleStatus{
+		Name:                          taskRoleName,
+		InstanceUID:                   uuid.NewUUID(),
+		PodGracefulDeletionTimeoutSec: nil,
+		TaskStatuses:                  f.NewTaskStatuses(taskRoleName, taskNumber),
+	}
+}
+
+func (f *Framework) NewTaskStatuses(taskRoleName string, taskNumber int32) []*TaskStatus {
+	tss := []*TaskStatus{}
+	for taskIndex := int32(0); taskIndex < taskNumber; taskIndex++ {
+		tss = append(tss, f.NewTaskStatus(taskRoleName, taskIndex))
+	}
+	return tss
+}
+
+func (f *Framework) NewTaskStatus(taskRoleName string, taskIndex int32) *TaskStatus {
+	now := meta.Now()
+	return &TaskStatus{
+		Index:           taskIndex,
+		InstanceUID:     uuid.NewUUID(),
+		StartTime:       now,
+		RunTime:         nil,
+		CompletionTime:  nil,
+		State:           TaskAttemptCreationPending,
+		TransitionTime:  now,
+		DeletionPending: false,
+		RetryPolicyStatus: RetryPolicyStatus{
+			TotalRetriedCount:       0,
+			AccountableRetriedCount: 0,
+			RetryDelaySec:           nil,
+		},
+		AttemptStatus: f.NewTaskAttemptStatus(taskRoleName, taskIndex, 0),
+	}
+}
+
+func (f *Framework) NewTaskAttemptStatus(
+	taskRoleName string, taskIndex int32, taskAttemptID int32) TaskAttemptStatus {
+	now := meta.Now()
+	return TaskAttemptStatus{
+		ID:               taskAttemptID,
+		StartTime:        now,
+		RunTime:          nil,
+		CompletionTime:   nil,
+		InstanceUID:      nil,
+		PodName:          GetPodName(f.Name, taskRoleName, taskIndex),
+		PodUID:           nil,
+		PodNodeName:      nil,
+		PodIP:            nil,
+		PodHostIP:        nil,
+		CompletionStatus: nil,
+	}
+}
+
+type RetryDecision struct {
+	ShouldRetry bool
+	// Whether the retry should be counted into AccountableRetriedCount
+	IsAccountable bool
+	// The retry should be executed after DelaySec.
+	DelaySec int64
+	Reason   string
+}
+
+func (rd RetryDecision) String() string {
+	return fmt.Sprintf(
+		"[ShouldRetry: %v, IsAccountable: %v, DelaySec: %v, Reason: %v]",
+		rd.ShouldRetry, rd.IsAccountable, rd.DelaySec, rd.Reason)
+}
+
+func (rp RetryPolicySpec) ShouldRetry(
+	rps RetryPolicyStatus,
+	cs *CompletionStatus,
+	minDelaySecForTransientConflictFailed int64,
+	maxDelaySecForTransientConflictFailed int64) RetryDecision {
+	ct := cs.Type
+
+	// 0. Built-in Always-on RetryPolicy
+	if cs.Code == CompletionCodeStopFrameworkRequested ||
+		cs.Code == CompletionCodeFrameworkAttemptCompletion ||
+		cs.Code == CompletionCodeDeleteTaskRequested {
+		return RetryDecision{false, true, 0, fmt.Sprintf(
+			"CompletionCode is %v, %v", cs.Code, cs.Phrase)}
+	}
+
+	// 1. FancyRetryPolicy
+	if rp.FancyRetryPolicy {
+		reason := fmt.Sprintf(
+			"FancyRetryPolicy is %v and CompletionType is %v",
+			rp.FancyRetryPolicy, ct)
+		if ct.IsFailed() {
+			if ct.ContainsAttribute(CompletionTypeAttributeTransient) {
+				if ct.ContainsAttribute(CompletionTypeAttributeConflict) {
+					return RetryDecision{true, false,
+						common.RandInt64(
+							minDelaySecForTransientConflictFailed,
+							maxDelaySecForTransientConflictFailed),
+						reason}
+				} else {
+					return RetryDecision{true, false, 0, reason}
+				}
+			} else if ct.ContainsAttribute(CompletionTypeAttributePermanent) {
+				return RetryDecision{false, true, 0, reason}
+			}
+		}
+	}
+
+	// 2. NormalRetryPolicy
+	if (rp.MaxRetryCount == ExtendedUnlimitedValue) ||
+		(ct.IsFailed() && rp.MaxRetryCount == UnlimitedValue) ||
+		(ct.IsFailed() && rps.AccountableRetriedCount < rp.MaxRetryCount) {
+		return RetryDecision{true, true, 0, fmt.Sprintf(
+			"AccountableRetriedCount %v has not reached MaxRetryCount %v",
+			rps.AccountableRetriedCount, rp.MaxRetryCount)}
+	} else {
+		if ct.IsSucceeded() {
+			return RetryDecision{false, true, 0, fmt.Sprintf(
+				"CompletionType is %v", ct)}
+		} else {
+			return RetryDecision{false, true, 0, fmt.Sprintf(
+				"AccountableRetriedCount %v has reached MaxRetryCount %v",
+				rps.AccountableRetriedCount, rp.MaxRetryCount)}
+		}
+	}
+}
+
+///////////////////////////////////////////////////////////////////////////////////////
+// Status Write Methods
+///////////////////////////////////////////////////////////////////////////////////////
+// This is the only interface to modify FrameworkState
+func (f *Framework) TransitionFrameworkState(dstState FrameworkState) {
+	srcState := f.Status.State
+	if srcState == dstState {
+		return
+	}
+
+	now := common.PtrNow()
+	if dstState == FrameworkAttemptRunning {
+		f.Status.AttemptStatus.RunTime = now
+		if f.Status.RunTime == nil {
+			f.Status.RunTime = now
+		}
+	}
+	if dstState == FrameworkAttemptCompleted {
+		f.Status.AttemptStatus.CompletionTime = now
+	}
+	if dstState == FrameworkCompleted {
+		f.Status.CompletionTime = now
+	}
+
+	f.Status.State = dstState
+	f.Status.TransitionTime = *now
+
+	klog.Infof(
+		"[%v]: Transitioned Framework from [%v] to [%v]",
+		f.Key(), srcState, dstState)
+}
+
+// This is the only interface to modify TaskState
+func (f *Framework) TransitionTaskState(
+	taskRoleName string, taskIndex int32, dstState TaskState) {
+	taskStatus := f.TaskStatus(taskRoleName, taskIndex)
+	srcState := taskStatus.State
+	if srcState == dstState {
+		return
+	}
+
+	now := common.PtrNow()
+	if dstState == TaskAttemptRunning {
+		taskStatus.AttemptStatus.RunTime = now
+		if taskStatus.RunTime == nil {
+			taskStatus.RunTime = now
+		}
+	}
+	if dstState == TaskAttemptCompleted {
+		taskStatus.AttemptStatus.CompletionTime = now
+	}
+	if dstState == TaskCompleted {
+		taskStatus.CompletionTime = now
+	}
+
+	taskStatus.State = dstState
+	taskStatus.TransitionTime = *now
+
+	klog.Infof(
+		"[%v][%v][%v]: Transitioned Task from [%v] to [%v]",
+		f.Key(), taskRoleName, taskIndex, srcState, dstState)
+}
+
+func (f *Framework) Compress() error {
+	if f.Status == nil {
+		return nil
+	}
+
+	if f.TaskRoleStatuses() != nil {
+		f.Status.AttemptStatus.TaskRoleStatusesCompressed = nil
+
+		jsonTaskRoleStatus := common.ToJson(f.TaskRoleStatuses())
+		if len(jsonTaskRoleStatus) >= LargeFrameworkCompressionMinBytes {
+			compressedTaskRoleStatus, err := common.Compress(jsonTaskRoleStatus)
+			if err != nil {
+				return err
+			}
+
+			f.Status.AttemptStatus.TaskRoleStatusesCompressed = compressedTaskRoleStatus
+			f.Status.AttemptStatus.TaskRoleStatuses = nil
+			return nil
+		}
+	}
+
+	return nil
+}
+
+func (f *Framework) Decompress() error {
+	if f.Status == nil {
+		return nil
+	}
+
+	if f.TaskRoleStatuses() != nil {
+		f.Status.AttemptStatus.TaskRoleStatusesCompressed = nil
+		return nil
+	}
+
+	compressedTaskRoleStatus := f.Status.AttemptStatus.TaskRoleStatusesCompressed
+	if compressedTaskRoleStatus != nil {
+		jsonTaskRoleStatus, err := common.Decompress(compressedTaskRoleStatus)
+		if err != nil {
+			return err
+		}
+
+		rawTaskRoleStatus := []*TaskRoleStatus{}
+		common.FromJson(jsonTaskRoleStatus, &rawTaskRoleStatus)
+
+		f.Status.AttemptStatus.TaskRoleStatuses = rawTaskRoleStatus
+		f.Status.AttemptStatus.TaskRoleStatusesCompressed = nil
+		return nil
+	}
+
+	return nil
+}
+
+func (ts *TaskStatus) MarkAsDeletionPending() (isNewDeletionPendingTask bool) {
+	if ts.DeletionPending {
+		return false
+	}
+
+	ts.DeletionPending = true
+	if ts.AttemptStatus.CompletionStatus == nil {
+		ts.AttemptStatus.CompletionStatus =
+			CompletionCodeDeleteTaskRequested.
+				NewTaskAttemptCompletionStatus(
+					"User has requested to delete the Task by Framework ScaleDown", nil)
+	}
+	return true
+}
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/register.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/register.go
new file mode 100644
index 00000000..9ccf1353
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/register.go
@@ -0,0 +1,55 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package v1
+
+import (
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+)
+
+var SchemeGroupVersion = schema.GroupVersion{
+	Group:   GroupName,
+	Version: Version,
+}
+
+var (
+	SchemeBuilder = runtime.NewSchemeBuilder(addKnownTypes)
+	AddToScheme   = SchemeBuilder.AddToScheme
+)
+
+func Resource(resource string) schema.GroupResource {
+	return SchemeGroupVersion.WithResource(resource).GroupResource()
+}
+
+func addKnownTypes(scheme *runtime.Scheme) error {
+	scheme.AddKnownTypes(
+		SchemeGroupVersion,
+		&Framework{},
+		&FrameworkList{},
+	)
+
+	// register the type in the scheme
+	meta.AddToGroupVersion(scheme, SchemeGroupVersion)
+	return nil
+}
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/types.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/types.go
new file mode 100644
index 00000000..ebabb4fa
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/types.go
@@ -0,0 +1,662 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package v1
+
+import (
+	core "k8s.io/api/core/v1"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+)
+
+// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
+type FrameworkList struct {
+	meta.TypeMeta `json:",inline"`
+	meta.ListMeta `json:"metadata"`
+	Items         []Framework `json:"items"`
+}
+
+//////////////////////////////////////////////////////////////////////////////////////////////////
+// Framework
+// A Framework represents an application with a set of Tasks.
+// See README.md.
+//
+// Notes:
+// 1. Status field should only be modified by FrameworkController, and
+//    other fields should not be modified by FrameworkController.
+//    TODO: Remove +genclient:noStatus after ApiServer has supported CRD Subresources.
+//    Leverage CRD status subresource to isolate Status field modification with other fields.
+//    This can help to avoid unintended modification, such as users may unintendedly modify
+//    the status when updating the spec.
+//////////////////////////////////////////////////////////////////////////////////////////////////
+// +genclient
+// +genclient:noStatus
+// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
+type Framework struct {
+	meta.TypeMeta   `json:",inline"`
+	meta.ObjectMeta `json:"metadata"`
+	Spec            FrameworkSpec    `json:"spec"`
+	Status          *FrameworkStatus `json:"status"`
+}
+
+//////////////////////////////////////////////////////////////////////////////////////////////////
+// Framework.Spec
+//////////////////////////////////////////////////////////////////////////////////////////////////
+type FrameworkSpec struct {
+	Description   string          `json:"description"`
+	ExecutionType ExecutionType   `json:"executionType"`
+	RetryPolicy   RetryPolicySpec `json:"retryPolicy"`
+	TaskRoles     []*TaskRoleSpec `json:"taskRoles"`
+}
+
+type TaskRoleSpec struct {
+	// TaskRoleName
+	Name string `json:"name"`
+
+	// Tasks with TaskIndex in range [0, TaskNumber)
+	TaskNumber                       int32                `json:"taskNumber"`
+	FrameworkAttemptCompletionPolicy CompletionPolicySpec `json:"frameworkAttemptCompletionPolicy"`
+	Task                             TaskSpec             `json:"task"`
+}
+
+type TaskSpec struct {
+	RetryPolicy RetryPolicySpec `json:"retryPolicy"`
+
+	// If the Task's current associated Pod object is being deleted, i.e. graceful
+	// deletion, but the graceful deletion cannot finish within this timeout, then
+	// the Pod will be deleted forcefully by FrameworkController.
+	// Default to nil.
+	//
+	// If this timeout is not nil, the Pod may be deleted forcefully by FrameworkController.
+	// The force deletion does not wait for confirmation that the Pod has been terminated
+	// totally, and then the Task will be immediately transitioned to TaskAttemptCompleted.
+	// As a consequence, the Task will be immediately completed or retried with another
+	// new Pod, however the old Pod may be still running.
+	// So, in this setting, the Task behaves like ReplicaSet, and choose it if the Task
+	// favors availability over consistency, such as stateless Task.
+	// However, to still best effort execute graceful deletion with the toleration for
+	// transient deletion failures, this timeout should be at least longer than the Pod
+	// TerminationGracePeriodSeconds + minimal TolerationSeconds for TaintBasedEvictions.
+	//
+	// If this timeout is nil, the Pod will always be deleted gracefully, i.e. never
+	// be deleted forcefully by FrameworkController. This helps to guarantee at most
+	// one instance of a specific Task is running at any point in time.
+	// So, in this setting, the Task behaves like StatefulSet, and choose it if the Task
+	// favors consistency over availability, such as stateful Task.
+	PodGracefulDeletionTimeoutSec *int64               `json:"podGracefulDeletionTimeoutSec"`
+	Pod                           core.PodTemplateSpec `json:"pod"`
+}
+
+// User can set any ExecutionType when create a Framework, and then he can choose
+// to change the ExecutionType or not.
+// However, only below changes are supported:
+// 1. ExecutionCreate -> ExecutionStart/ExecutionStop
+// 2. ExecutionStart  -> ExecutionStop
+type ExecutionType string
+
+const (
+	// The Framework will be kept in FrameworkAttemptCreationPending.
+	// So it will never start to run or complete.
+	ExecutionCreate ExecutionType = "Create"
+	// The Framework will be transitioned from FrameworkAttemptCreationPending.
+	// So it will immediately start to run.
+	ExecutionStart ExecutionType = "Start"
+	// The Framework will be transitioned to FrameworkCompleted.
+	// So it will immediately start to complete.
+	ExecutionStop ExecutionType = "Stop"
+)
+
+// RetryPolicySpec can be configured for the whole Framework and each TaskRole
+// to control:
+// 1. Framework RetryPolicy:
+//    The conditions to retry the whole Framework after the Framework's current
+//    FrameworkAttempt completed.
+//    It can also be considered as Framework CompletionPolicy, i.e. the conditions
+//    to complete the whole Framework.
+// 2. Task RetryPolicy:
+//    The conditions to retry a single Task in the TaskRole after the Task's
+//    current TaskAttempt completed.
+//    It can also be considered as Task CompletionPolicy, i.e. the conditions to
+//    complete a single Task in the TaskRole.
+//
+// Usage:
+// If the ExecutionType is ExecutionStop or
+// the Task's FrameworkAttempt is completing or
+// the Task is DeletionPending (ScaleDown),
+//   will not retry.
+//
+// If the FancyRetryPolicy is enabled,
+//   will retry if the completion is due to Transient Failed CompletionType,
+//   will not retry if the completion is due to Permanent Failed CompletionType,
+//   will apply the NormalRetryPolicy defined below if all above conditions are
+//   not satisfied.
+//
+// If the FancyRetryPolicy is not enabled,
+//   will directly apply the NormalRetryPolicy for all kinds of completions.
+//
+// The NormalRetryPolicy is defined as,
+//   will retry and AccountableRetriedCount++ if MaxRetryCount == -2,
+//   will retry and AccountableRetriedCount++ if the completion is due to any
+//     failure and MaxRetryCount == -1,
+//   will retry and AccountableRetriedCount++ if the completion is due to any
+//     failure and AccountableRetriedCount < MaxRetryCount,
+//   will not retry if all above conditions are not satisfied.
+//
+// After the retry is exhausted, the final CompletionStatus is defined as,
+//   the CompletionStatus of the last attempt.
+//
+// Notes:
+// 1. The existence of an attempt instance may not always be observed, such as
+//    create fails but succeeds on remote and then followed by an external delete.
+//    So, an attempt identified by its attempt id may be associated with multiple
+//    attempt instances over time, i.e. multiple instances may be run for the
+//    attempt over time, however, at most one instance is running at any point in
+//    time and at most one instance is exposed into ApiServer over time.
+//    So, the actual retried attempt instances may exceed the RetryPolicySpec in
+//    rare cases, however, the RetryPolicyStatus will never exceed the RetryPolicySpec.
+// 2. Resort to other spec to control other kind of RetryPolicy:
+//    1. Container RetryPolicy is the RestartPolicy in Pod Spec.
+//       See https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy
+type RetryPolicySpec struct {
+	FancyRetryPolicy bool  `json:"fancyRetryPolicy"`
+	MaxRetryCount    int32 `json:"maxRetryCount"`
+}
+
+// CompletionPolicySpec can be configured for each TaskRole to control:
+// 1. FrameworkAttempt CompletionPolicy:
+//    1. The conditions to complete a FrameworkAttempt.
+//    2. The CompletionStatus of the completed FrameworkAttempt.
+//
+// Usage:
+// 1. If the ExecutionType is ExecutionStop, immediately complete the FrameworkAttempt,
+//    regardless of any uncompleted Task, and the CompletionStatus is failed which
+//    is not inherited from any Task.
+// 2. If MinFailedTaskCount >= 1 and MinFailedTaskCount <= failed Task count of
+//    current TaskRole, immediately complete the FrameworkAttempt, regardless of
+//    any uncompleted Task, and the CompletionStatus is failed which is inherited
+//    from the Task which triggers the completion.
+// 3. If MinSucceededTaskCount >= 1 and MinSucceededTaskCount <= succeeded Task
+//    count of current TaskRole, immediately complete the FrameworkAttempt, regardless
+//    of any uncompleted Task, and the CompletionStatus is succeeded which is inherited
+//    from the Task which triggers the completion.
+// 4. If multiple above conditions are satisfied at the same time, the behavior can
+//    be any one of these satisfied conditions.
+// 5. If none of above conditions are satisfied until all Tasks of the Framework are
+//    completed and the Framework has at least one Task, immediately complete the
+//    FrameworkAttempt and the CompletionStatus is succeeded which is not inherited
+//    from any Task.
+//
+// Notes:
+// 1. When the FrameworkAttempt is completed, the FrameworkState is transitioned to
+//    FrameworkAttemptCompleted, so the Framework may still be retried with another
+//    new FrameworkAttempt according to the Framework RetryPolicySpec.
+// 2. Resort to other spec to control other kind of CompletionPolicy:
+//    1. Framework CompletionPolicy is equivalent to Framework RetryPolicy.
+//    2. Task CompletionPolicy is equivalent to Task RetryPolicy.
+//    3. TaskAttempt CompletionPolicy is equivalent to Pod CompletionPolicy,
+//       i.e. the PodPhase conditions for PodSucceeded or PodFailed.
+//       See https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#pod-phase
+type CompletionPolicySpec struct {
+	MinFailedTaskCount    int32 `json:"minFailedTaskCount"`
+	MinSucceededTaskCount int32 `json:"minSucceededTaskCount"`
+}
+
+//////////////////////////////////////////////////////////////////////////////////////////////////
+// Framework.Status
+// It is used to:
+// 1. Aggregate the ground truth from other related objects, such as Pod.Status.
+// 2. Maintain the Framework owned ground truth, such as PodUID.
+// 3. Retain the ground truth even if other related objects are deleted.
+//
+// Notes:
+// 1. It should only contain current status, history status should be a different type
+//    and stored in a history database.
+// 2. For field which is not the ground truth, such as the TaskState, it should be
+//    totally reconstructable from its ground truth, in case the Status is failed to
+//    persist due to FrameworkController restart.
+//    The ground truth may be other fields in Framework.Status or the fields in other
+//    related objects, such as the PodUID and Pod.Status.
+// 3. For field which is the ground truth, such as the PodUID, it should be
+//    Monotonically Exposed which means it should only be changed to a future state in
+//    ApiServer. However, it does not mean other related objects are also Monotonically
+//    Exposed.
+//    For example, from the view of any ApiServer client, the PodUID should be changed
+//    from a not nil value to a different not nil value, if and only if its TaskAttemptID
+//    is also increased.
+// 4. It is better to keep the ground truth in other related objects instead of in the
+//    Status here, so that the Framework can be more compatible with other k8s features,
+//    such as labels and selectors.
+//////////////////////////////////////////////////////////////////////////////////////////////////
+type FrameworkStatus struct {
+	StartTime         meta.Time              `json:"startTime"`
+	RunTime           *meta.Time             `json:"runTime"`
+	CompletionTime    *meta.Time             `json:"completionTime"`
+	State             FrameworkState         `json:"state"`
+	TransitionTime    meta.Time              `json:"transitionTime"`
+	RetryPolicyStatus RetryPolicyStatus      `json:"retryPolicyStatus"`
+	AttemptStatus     FrameworkAttemptStatus `json:"attemptStatus"`
+}
+
+type FrameworkAttemptStatus struct {
+	// FrameworkAttemptID = {FrameworkStatus.RetryPolicyStatus.TotalRetriedCount}
+	// It can only locate the FrameworkAttempt within a specific Framework, i.e.
+	// it cannot universally locate the FrameworkAttempt and cannot locate the
+	// FrameworkAttemptInstance even within a specific Framework.
+	ID int32 `json:"id"`
+
+	StartTime      meta.Time  `json:"startTime"`
+	RunTime        *meta.Time `json:"runTime"`
+	CompletionTime *meta.Time `json:"completionTime"`
+
+	// Current associated FrameworkAttemptInstance:
+	// FrameworkAttemptInstanceUID = {FrameworkAttemptID}_{ConfigMapUID}
+	// It is ordered by FrameworkAttemptID and can universally locate the
+	// FrameworkAttemptInstance.
+	// See RetryPolicySpec.
+	InstanceUID *types.UID `json:"instanceUID"`
+	// A FrameworkAttemptInstance is represented by a ConfigMap object:
+	// ConfigMapName = {FrameworkName}-attempt
+	// It will never be changed during the whole lifetime of a specific Framework.
+	ConfigMapName string `json:"configMapName"`
+	// ConfigMapUID can also universally locate the FrameworkAttemptInstance.
+	ConfigMapUID               *types.UID                        `json:"configMapUID"`
+	CompletionStatus           *FrameworkAttemptCompletionStatus `json:"completionStatus"`
+	TaskRoleStatuses           []*TaskRoleStatus                 `json:"taskRoleStatuses"`
+	TaskRoleStatusesCompressed []byte                            `json:"taskRoleStatusesCompressed,omitempty"`
+}
+
+type TaskRoleStatus struct {
+	// TaskRoleName
+	// It can only locate the TaskRole within a specific Framework, i.e. it cannot
+	// universally locate the TaskRole and cannot locate the TaskRoleInstance even
+	// within a specific Framework.
+	Name string `json:"name"`
+
+	// Current associated TaskRoleInstanceUID:
+	// TaskRoleInstanceUID = {TaskRole.UID}
+	// It is totally generated by FrameworkController to universally locate the
+	// TaskRoleInstance.
+	// One TaskRole may be associated with multiple instances over time, such as
+	// due to ScaleDown and ScaleUp, however, at most one instance is associated
+	// with the TaskRole at any point in time.
+	InstanceUID types.UID `json:"instanceUID"`
+
+	// Effective and Backup PodGracefulDeletionTimeoutSec:
+	// It is the immediate backup of corresponding field in TaskRoleSpec.TaskSpec,
+	// in case the TaskRoleSpec is directly deleted later while the TaskRole's
+	// TaskRoleStatus still exist due to graceful deletion.
+	PodGracefulDeletionTimeoutSec *int64 `json:"podGracefulDeletionTimeoutSec"`
+
+	// Tasks with TaskIndex in range [0, TaskNumber)
+	TaskStatuses []*TaskStatus `json:"taskStatuses"`
+}
+
+type TaskStatus struct {
+	// TaskIndex = The Task array index within its TaskRole.
+	// It can only locate the Task within a specific TaskRole, i.e. it cannot
+	// universally locate the Task and cannot locate the TaskInstance even within
+	// a specific Task.
+	Index int32 `json:"index"`
+
+	// Current associated TaskInstance:
+	// TaskInstanceUID = {Task.UID}
+	// It is totally generated by FrameworkController to universally locate the
+	// TaskInstance.
+	// One Task may be associated with multiple instances over time, such as due to
+	// ScaleDown and ScaleUp, however, at most one instance is associated with the
+	// Task at any point in time.
+	InstanceUID types.UID `json:"instanceUID"`
+
+	StartTime      meta.Time  `json:"startTime"`
+	RunTime        *meta.Time `json:"runTime"`
+	CompletionTime *meta.Time `json:"completionTime"`
+	State          TaskState  `json:"state"`
+	TransitionTime meta.Time  `json:"transitionTime"`
+
+	// Task DeletionPending is caused by Framework ScaleDown.
+	// If a Task is DeletionPending, it is logically detached from its Framework
+	// immediately, and will be proactively but still gracefully completed and
+	// finally deleted.
+	DeletionPending   bool              `json:"deletionPending"`
+	RetryPolicyStatus RetryPolicyStatus `json:"retryPolicyStatus"`
+	AttemptStatus     TaskAttemptStatus `json:"attemptStatus"`
+}
+
+type TaskAttemptStatus struct {
+	// TaskAttemptID = {TaskStatus.RetryPolicyStatus.TotalRetriedCount}
+	// It can only locate the TaskAttempt within a specific Task, i.e. it cannot
+	// universally locate the TaskAttempt and cannot locate the TaskAttemptInstance
+	// even within a specific Task.
+	ID int32 `json:"id"`
+
+	StartTime      meta.Time  `json:"startTime"`
+	RunTime        *meta.Time `json:"runTime"`
+	CompletionTime *meta.Time `json:"completionTime"`
+
+	// Current associated TaskAttemptInstance:
+	// TaskAttemptInstanceUID = {TaskAttemptID}_{PodUID}
+	// It is ordered by TaskAttemptID and can universally locate the
+	// TaskAttemptInstance.
+	// See RetryPolicySpec.
+	InstanceUID *types.UID `json:"instanceUID"`
+	// A TaskAttemptInstance is represented by a Pod object:
+	// PodName = {FrameworkName}-{TaskRoleName}-{TaskIndex}
+	// It will never be changed during the whole lifetime of a specific Task.
+	PodName string `json:"podName"`
+	// PodUID can also universally locate the TaskAttemptInstance.
+	PodUID           *types.UID                   `json:"podUID"`
+	PodNodeName      *string                      `json:"podNodeName"`
+	PodIP            *string                      `json:"podIP"`
+	PodHostIP        *string                      `json:"podHostIP"`
+	CompletionStatus *TaskAttemptCompletionStatus `json:"completionStatus"`
+}
+
+type RetryPolicyStatus struct {
+	// Used as the ground truth of current attempt id.
+	// If it is for Framework, TotalRetriedCount = FrameworkAttemptID
+	// If it is for Task, TotalRetriedCount = TaskAttemptID
+	TotalRetriedCount int32 `json:"totalRetriedCount"`
+
+	// Used to compare against MaxRetryCount.
+	// If the FancyRetryPolicy is not enabled,
+	//   it is the same as the TotalRetriedCount.
+	// If the FancyRetryPolicy is enabled,
+	//   it does not count into the retries for the completion which is due to
+	//   Transient CompletionType, so only in this case, it may be less than the
+	//   TotalRetriedCount.
+	AccountableRetriedCount int32 `json:"accountableRetriedCount"`
+
+	// Used to expose the ScheduledRetryTime after which current retry can be
+	// executed.
+	// ScheduledRetryTime = AttemptStatus.CompletionTime + RetryDelaySec
+	// It is not nil only if the retry has been scheduled but not yet executed, i.e.
+	// current attempt is in AttemptCompleted state and is not the last attempt.
+	RetryDelaySec *int64 `json:"retryDelaySec"`
+}
+
+// It is generated from Predefined CompletionCodes or PodPattern matching.
+// For a Pod, if no PodPattern is matched and failed Container exists, the
+// CompletionCode is the same as the last failed Container ExitCode.
+// See PodFailureSpec.
+type CompletionStatus struct {
+	// See corresponding fields in CompletionCodeInfo.
+	Code   CompletionCode   `json:"code"`
+	Phrase CompletionPhrase `json:"phrase"`
+	Type   CompletionType   `json:"type"`
+
+	// It is the summarized diagnostic information of the completion.
+	// Such as if the CompletionCodeInfo is generated from the PodPattern matching,
+	// the Diagnostics will include the matched Pod field which is explicitly
+	// specified in the corresponding PodPattern.
+	// For detailed and structured diagnostic information, check its outer embedding
+	// type.
+	Diagnostics string `json:"diagnostics"`
+}
+
+type PodCompletionStatus struct {
+	Reason     string                       `json:"reason,omitempty"`
+	Message    string                       `json:"message,omitempty"`
+	Containers []*ContainerCompletionStatus `json:"containers,omitempty"`
+}
+
+type ContainerCompletionStatus struct {
+	Name    string `json:"name"`
+	Reason  string `json:"reason,omitempty"`
+	Message string `json:"message,omitempty"`
+	Signal  int32  `json:"signal,omitempty"`
+	Code    int32  `json:"code"`
+}
+
+type TaskAttemptCompletionStatus struct {
+	// Summary
+	// Must be not nil for TaskAttemptCompleted and TaskCompleted Task.
+	*CompletionStatus `json:",inline"`
+	// Detail
+	Pod *PodCompletionStatus `json:"pod,omitempty"`
+}
+
+type CompletionPolicyTriggerStatus struct {
+	Message      string `json:"message"`
+	TaskRoleName string `json:"taskRoleName"`
+	TaskIndex    int32  `json:"taskIndex"`
+}
+
+type FrameworkAttemptCompletionStatus struct {
+	// Summary
+	// Must be not nil for FrameworkAttemptCompleted and FrameworkCompleted Framework.
+	*CompletionStatus `json:",inline"`
+	// Detail
+	Trigger *CompletionPolicyTriggerStatus `json:"trigger,omitempty"`
+}
+
+type CompletionCode int32
+
+type CompletionPhrase string
+
+type CompletionType struct {
+	Name       CompletionTypeName        `json:"name" yaml:"name"`
+	Attributes []CompletionTypeAttribute `json:"attributes" yaml:"attributes"`
+}
+
+type CompletionTypeName string
+
+const (
+	CompletionTypeNameSucceeded CompletionTypeName = "Succeeded"
+	CompletionTypeNameFailed    CompletionTypeName = "Failed"
+)
+
+type CompletionTypeAttribute string
+
+const (
+	// CompletionTypeName must be different within a finite retry times:
+	// such as failed due to dependent components shutdown, machine error,
+	// network error, environment error, workload spike, etc.
+	CompletionTypeAttributeTransient CompletionTypeAttribute = "Transient"
+	// CompletionTypeName must be the same in every retry times:
+	// such as failed due to incorrect usage, incorrect configuration, etc.
+	CompletionTypeAttributePermanent CompletionTypeAttribute = "Permanent"
+
+	// The completion must be caused by Resource Conflict (Resource Contention):
+	// such as failed due to Gang Allocation timeout.
+	CompletionTypeAttributeConflict CompletionTypeAttribute = "Conflict"
+)
+
+// The ground truth of FrameworkState is the current associated FrameworkAttemptInstance
+// which is represented by the ConfigMapUID and the corresponding ConfigMap object in
+// the local cache.
+//
+// [AssociatedState]: ConfigMapUID is not nil
+type FrameworkState string
+
+const (
+	// ConfigMap does not exist and
+	// may not have been creation requested successfully and is expected to exist.
+	// [StartState]
+	// [AttemptStartState]
+	// -> FrameworkAttemptCreationRequested
+	// -> FrameworkAttemptCompleted
+	FrameworkAttemptCreationPending FrameworkState = "AttemptCreationPending"
+
+	// ConfigMap does not exist and
+	// must have been creation requested successfully and is expected to exist.
+	// [AssociatedState]
+	// -> FrameworkAttemptPreparing
+	// -> FrameworkAttemptDeleting
+	// -> FrameworkAttemptCompleted
+	FrameworkAttemptCreationRequested FrameworkState = "AttemptCreationRequested"
+
+	// ConfigMap exists and is not deleting and
+	// may not have been deletion requested successfully and
+	// FrameworkAttemptCompletionPolicy may not have been satisfied and
+	// no Task of current attempt has ever entered TaskAttemptRunning state.
+	// [AssociatedState]
+	// -> FrameworkAttemptRunning
+	// -> FrameworkAttemptDeletionPending
+	// -> FrameworkAttemptDeleting
+	// -> FrameworkAttemptCompleted
+	FrameworkAttemptPreparing FrameworkState = "AttemptPreparing"
+
+	// ConfigMap exists and is not deleting and
+	// may not have been deletion requested successfully and
+	// FrameworkAttemptCompletionPolicy may not have been satisfied and
+	// at least one Task of current attempt has ever entered TaskAttemptRunning state.
+	// [AssociatedState]
+	// -> FrameworkAttemptDeletionPending
+	// -> FrameworkAttemptDeleting
+	// -> FrameworkAttemptCompleted
+	FrameworkAttemptRunning FrameworkState = "AttemptRunning"
+
+	// ConfigMap exists and is not deleting and
+	// may not have been deletion requested successfully and
+	// FrameworkAttemptCompletionPolicy must have been satisfied.
+	// [AssociatedState]
+	// -> FrameworkAttemptDeletionRequested
+	// -> FrameworkAttemptDeleting
+	// -> FrameworkAttemptCompleted
+	FrameworkAttemptDeletionPending FrameworkState = "AttemptDeletionPending"
+
+	// ConfigMap exists and is not deleting and
+	// must have been deletion requested successfully.
+	// [AssociatedState]
+	// -> FrameworkAttemptDeleting
+	// -> FrameworkAttemptCompleted
+	FrameworkAttemptDeletionRequested FrameworkState = "AttemptDeletionRequested"
+
+	// ConfigMap exists and is deleting.
+	// [AssociatedState]
+	// -> FrameworkAttemptCompleted
+	FrameworkAttemptDeleting FrameworkState = "AttemptDeleting"
+
+	// ConfigMap does not exist and
+	// is not expected to exist and will never exist and
+	// current attempt is not the last attempt or to be determined.
+	// [AttemptFinalState]
+	// -> FrameworkAttemptCreationPending
+	// -> FrameworkCompleted
+	FrameworkAttemptCompleted FrameworkState = "AttemptCompleted"
+
+	// ConfigMap does not exist and
+	// is not expected to exist and will never exist and
+	// current attempt is the last attempt.
+	// [FinalState]
+	FrameworkCompleted FrameworkState = "Completed"
+)
+
+// The ground truth of TaskState is the current associated TaskAttemptInstance
+// which is represented by the PodUID and the corresponding Pod object in the
+// local cache.
+//
+// [AssociatedState]: PodUID is not nil
+type TaskState string
+
+const (
+	// Pod does not exist and
+	// may not have been creation requested successfully and is expected to exist.
+	// [StartState]
+	// [AttemptStartState]
+	// -> TaskAttemptCreationRequested
+	// -> TaskAttemptCompleted
+	TaskAttemptCreationPending TaskState = "AttemptCreationPending"
+
+	// Pod does not exist and
+	// must have been creation requested successfully and is expected to exist.
+	// [AssociatedState]
+	// -> TaskAttemptPreparing
+	// -> TaskAttemptDeleting
+	// -> TaskAttemptCompleted
+	TaskAttemptCreationRequested TaskState = "AttemptCreationRequested"
+
+	// Pod exists and is not deleting and
+	// may not have been deletion requested successfully and
+	// its PodPhase is PodPending or PodUnknown afterwards.
+	// [AssociatedState]
+	// -> TaskAttemptRunning
+	// -> TaskAttemptDeletionPending
+	// -> TaskAttemptDeleting
+	// -> TaskAttemptCompleted
+	TaskAttemptPreparing TaskState = "AttemptPreparing"
+
+	// Pod exists and is not deleting and
+	// may not have been deletion requested successfully and
+	// its PodPhase is PodRunning or PodUnknown afterwards.
+	// [AssociatedState]
+	// -> TaskAttemptDeletionPending
+	// -> TaskAttemptDeleting
+	// -> TaskAttemptCompleted
+	TaskAttemptRunning TaskState = "AttemptRunning"
+
+	// Pod exists and is not deleting and
+	// may not have been deletion requested successfully and
+	// its PodPhase is PodSucceeded or PodFailed.
+	// [AssociatedState]
+	// -> TaskAttemptDeletionRequested
+	// -> TaskAttemptDeleting
+	// -> TaskAttemptCompleted
+	TaskAttemptDeletionPending TaskState = "AttemptDeletionPending"
+
+	// Pod exists and is not deleting and
+	// must have been deletion requested successfully.
+	// [AssociatedState]
+	// -> TaskAttemptDeleting
+	// -> TaskAttemptCompleted
+	TaskAttemptDeletionRequested TaskState = "AttemptDeletionRequested"
+
+	// Pod exists and is deleting.
+	// [AssociatedState]
+	// -> TaskAttemptCompleted
+	TaskAttemptDeleting TaskState = "AttemptDeleting"
+
+	// Pod does not exist and
+	// is not expected to exist and will never exist and
+	// current attempt is not the last attempt or to be determined.
+	// [AttemptFinalState]
+	// -> TaskAttemptCreationPending
+	// -> TaskCompleted
+	TaskAttemptCompleted TaskState = "AttemptCompleted"
+
+	// Pod does not exist and
+	// is not expected to exist and will never exist and
+	// current attempt is the last attempt.
+	// [FinalState]
+	TaskCompleted TaskState = "Completed"
+)
+
+//////////////////////////////////////////////////////////////////////////////////////////////////
+// Task
+// All information of a Task is already embedded in its Framework object.
+// So, the below Task object is not a real CRD, instead it is used to:
+// 1. Only expose a specific Task object instead of its whole Framework object.
+//    Such as LogObjectSnapshot for a specific Task when the Task will be retried.
+//////////////////////////////////////////////////////////////////////////////////////////////////
+// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
+type Task struct {
+	meta.TypeMeta `json:",inline"`
+	// Enough information is provided in the Task's metadata to help locate its
+	// corresponding Framework with the same ResourceVersion, and locate itself
+	// in the Framework.
+	// See MockTask.
+	meta.ObjectMeta `json:"metadata"`
+	// Task.Spec can be nil if and only if its TaskRole's TaskRoleSpec is deleted
+	// while its TaskStatus still exist due to graceful deletion.
+	Spec   *TaskSpec   `json:"spec"`
+	Status *TaskStatus `json:"status"`
+}
diff --git a/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/zz_generated.deepcopy.go b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/zz_generated.deepcopy.go
new file mode 100644
index 00000000..70e8f83a
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/apis/frameworkcontroller/v1/zz_generated.deepcopy.go
@@ -0,0 +1,1014 @@
+// +build !ignore_autogenerated
+
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by deepcopy-gen. DO NOT EDIT.
+
+package v1
+
+import (
+	runtime "k8s.io/apimachinery/pkg/runtime"
+	types "k8s.io/apimachinery/pkg/types"
+)
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *CompletionCodeInfo) DeepCopyInto(out *CompletionCodeInfo) {
+	*out = *in
+	if in.Code != nil {
+		in, out := &in.Code, &out.Code
+		*out = new(CompletionCode)
+		**out = **in
+	}
+	in.Type.DeepCopyInto(&out.Type)
+	if in.PodPatterns != nil {
+		in, out := &in.PodPatterns, &out.PodPatterns
+		*out = make([]*PodPattern, len(*in))
+		for i := range *in {
+			if (*in)[i] != nil {
+				in, out := &(*in)[i], &(*out)[i]
+				*out = new(PodPattern)
+				(*in).DeepCopyInto(*out)
+			}
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CompletionCodeInfo.
+func (in *CompletionCodeInfo) DeepCopy() *CompletionCodeInfo {
+	if in == nil {
+		return nil
+	}
+	out := new(CompletionCodeInfo)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *CompletionCodeRange) DeepCopyInto(out *CompletionCodeRange) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CompletionCodeRange.
+func (in *CompletionCodeRange) DeepCopy() *CompletionCodeRange {
+	if in == nil {
+		return nil
+	}
+	out := new(CompletionCodeRange)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *CompletionPolicySpec) DeepCopyInto(out *CompletionPolicySpec) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CompletionPolicySpec.
+func (in *CompletionPolicySpec) DeepCopy() *CompletionPolicySpec {
+	if in == nil {
+		return nil
+	}
+	out := new(CompletionPolicySpec)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *CompletionPolicyTriggerStatus) DeepCopyInto(out *CompletionPolicyTriggerStatus) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CompletionPolicyTriggerStatus.
+func (in *CompletionPolicyTriggerStatus) DeepCopy() *CompletionPolicyTriggerStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(CompletionPolicyTriggerStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *CompletionStatus) DeepCopyInto(out *CompletionStatus) {
+	*out = *in
+	in.Type.DeepCopyInto(&out.Type)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CompletionStatus.
+func (in *CompletionStatus) DeepCopy() *CompletionStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(CompletionStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *CompletionType) DeepCopyInto(out *CompletionType) {
+	*out = *in
+	if in.Attributes != nil {
+		in, out := &in.Attributes, &out.Attributes
+		*out = make([]CompletionTypeAttribute, len(*in))
+		copy(*out, *in)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CompletionType.
+func (in *CompletionType) DeepCopy() *CompletionType {
+	if in == nil {
+		return nil
+	}
+	out := new(CompletionType)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *Config) DeepCopyInto(out *Config) {
+	*out = *in
+	if in.KubeApiServerAddress != nil {
+		in, out := &in.KubeApiServerAddress, &out.KubeApiServerAddress
+		*out = new(string)
+		**out = **in
+	}
+	if in.KubeConfigFilePath != nil {
+		in, out := &in.KubeConfigFilePath, &out.KubeConfigFilePath
+		*out = new(string)
+		**out = **in
+	}
+	if in.KubeClientQps != nil {
+		in, out := &in.KubeClientQps, &out.KubeClientQps
+		*out = new(float32)
+		**out = **in
+	}
+	if in.KubeClientBurst != nil {
+		in, out := &in.KubeClientBurst, &out.KubeClientBurst
+		*out = new(int32)
+		**out = **in
+	}
+	if in.WorkerNumber != nil {
+		in, out := &in.WorkerNumber, &out.WorkerNumber
+		*out = new(int32)
+		**out = **in
+	}
+	if in.LargeFrameworkCompression != nil {
+		in, out := &in.LargeFrameworkCompression, &out.LargeFrameworkCompression
+		*out = new(bool)
+		**out = **in
+	}
+	if in.CRDEstablishedCheckIntervalSec != nil {
+		in, out := &in.CRDEstablishedCheckIntervalSec, &out.CRDEstablishedCheckIntervalSec
+		*out = new(int64)
+		**out = **in
+	}
+	if in.CRDEstablishedCheckTimeoutSec != nil {
+		in, out := &in.CRDEstablishedCheckTimeoutSec, &out.CRDEstablishedCheckTimeoutSec
+		*out = new(int64)
+		**out = **in
+	}
+	if in.ObjectLocalCacheCreationTimeoutSec != nil {
+		in, out := &in.ObjectLocalCacheCreationTimeoutSec, &out.ObjectLocalCacheCreationTimeoutSec
+		*out = new(int64)
+		**out = **in
+	}
+	if in.FrameworkCompletedRetainSec != nil {
+		in, out := &in.FrameworkCompletedRetainSec, &out.FrameworkCompletedRetainSec
+		*out = new(int64)
+		**out = **in
+	}
+	if in.FrameworkMinRetryDelaySecForTransientConflictFailed != nil {
+		in, out := &in.FrameworkMinRetryDelaySecForTransientConflictFailed, &out.FrameworkMinRetryDelaySecForTransientConflictFailed
+		*out = new(int64)
+		**out = **in
+	}
+	if in.FrameworkMaxRetryDelaySecForTransientConflictFailed != nil {
+		in, out := &in.FrameworkMaxRetryDelaySecForTransientConflictFailed, &out.FrameworkMaxRetryDelaySecForTransientConflictFailed
+		*out = new(int64)
+		**out = **in
+	}
+	in.LogObjectSnapshot.DeepCopyInto(&out.LogObjectSnapshot)
+	if in.PodFailureSpec != nil {
+		in, out := &in.PodFailureSpec, &out.PodFailureSpec
+		*out = make([]*CompletionCodeInfo, len(*in))
+		for i := range *in {
+			if (*in)[i] != nil {
+				in, out := &(*in)[i], &(*out)[i]
+				*out = new(CompletionCodeInfo)
+				(*in).DeepCopyInto(*out)
+			}
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Config.
+func (in *Config) DeepCopy() *Config {
+	if in == nil {
+		return nil
+	}
+	out := new(Config)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *ContainerCompletionStatus) DeepCopyInto(out *ContainerCompletionStatus) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ContainerCompletionStatus.
+func (in *ContainerCompletionStatus) DeepCopy() *ContainerCompletionStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(ContainerCompletionStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *ContainerPattern) DeepCopyInto(out *ContainerPattern) {
+	*out = *in
+	in.NameRegex.DeepCopyInto(&out.NameRegex)
+	in.ReasonRegex.DeepCopyInto(&out.ReasonRegex)
+	in.MessageRegex.DeepCopyInto(&out.MessageRegex)
+	in.SignalRange.DeepCopyInto(&out.SignalRange)
+	in.CodeRange.DeepCopyInto(&out.CodeRange)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ContainerPattern.
+func (in *ContainerPattern) DeepCopy() *ContainerPattern {
+	if in == nil {
+		return nil
+	}
+	out := new(ContainerPattern)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *Framework) DeepCopyInto(out *Framework) {
+	*out = *in
+	out.TypeMeta = in.TypeMeta
+	in.ObjectMeta.DeepCopyInto(&out.ObjectMeta)
+	in.Spec.DeepCopyInto(&out.Spec)
+	if in.Status != nil {
+		in, out := &in.Status, &out.Status
+		*out = new(FrameworkStatus)
+		(*in).DeepCopyInto(*out)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Framework.
+func (in *Framework) DeepCopy() *Framework {
+	if in == nil {
+		return nil
+	}
+	out := new(Framework)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
+func (in *Framework) DeepCopyObject() runtime.Object {
+	if c := in.DeepCopy(); c != nil {
+		return c
+	}
+	return nil
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *FrameworkAttemptCompletionStatus) DeepCopyInto(out *FrameworkAttemptCompletionStatus) {
+	*out = *in
+	if in.CompletionStatus != nil {
+		in, out := &in.CompletionStatus, &out.CompletionStatus
+		*out = new(CompletionStatus)
+		(*in).DeepCopyInto(*out)
+	}
+	if in.Trigger != nil {
+		in, out := &in.Trigger, &out.Trigger
+		*out = new(CompletionPolicyTriggerStatus)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FrameworkAttemptCompletionStatus.
+func (in *FrameworkAttemptCompletionStatus) DeepCopy() *FrameworkAttemptCompletionStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(FrameworkAttemptCompletionStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *FrameworkAttemptStatus) DeepCopyInto(out *FrameworkAttemptStatus) {
+	*out = *in
+	in.StartTime.DeepCopyInto(&out.StartTime)
+	if in.RunTime != nil {
+		in, out := &in.RunTime, &out.RunTime
+		*out = (*in).DeepCopy()
+	}
+	if in.CompletionTime != nil {
+		in, out := &in.CompletionTime, &out.CompletionTime
+		*out = (*in).DeepCopy()
+	}
+	if in.InstanceUID != nil {
+		in, out := &in.InstanceUID, &out.InstanceUID
+		*out = new(types.UID)
+		**out = **in
+	}
+	if in.ConfigMapUID != nil {
+		in, out := &in.ConfigMapUID, &out.ConfigMapUID
+		*out = new(types.UID)
+		**out = **in
+	}
+	if in.CompletionStatus != nil {
+		in, out := &in.CompletionStatus, &out.CompletionStatus
+		*out = new(FrameworkAttemptCompletionStatus)
+		(*in).DeepCopyInto(*out)
+	}
+	if in.TaskRoleStatuses != nil {
+		in, out := &in.TaskRoleStatuses, &out.TaskRoleStatuses
+		*out = make([]*TaskRoleStatus, len(*in))
+		for i := range *in {
+			if (*in)[i] != nil {
+				in, out := &(*in)[i], &(*out)[i]
+				*out = new(TaskRoleStatus)
+				(*in).DeepCopyInto(*out)
+			}
+		}
+	}
+	if in.TaskRoleStatusesCompressed != nil {
+		in, out := &in.TaskRoleStatusesCompressed, &out.TaskRoleStatusesCompressed
+		*out = make([]byte, len(*in))
+		copy(*out, *in)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FrameworkAttemptStatus.
+func (in *FrameworkAttemptStatus) DeepCopy() *FrameworkAttemptStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(FrameworkAttemptStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *FrameworkList) DeepCopyInto(out *FrameworkList) {
+	*out = *in
+	out.TypeMeta = in.TypeMeta
+	in.ListMeta.DeepCopyInto(&out.ListMeta)
+	if in.Items != nil {
+		in, out := &in.Items, &out.Items
+		*out = make([]Framework, len(*in))
+		for i := range *in {
+			(*in)[i].DeepCopyInto(&(*out)[i])
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FrameworkList.
+func (in *FrameworkList) DeepCopy() *FrameworkList {
+	if in == nil {
+		return nil
+	}
+	out := new(FrameworkList)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
+func (in *FrameworkList) DeepCopyObject() runtime.Object {
+	if c := in.DeepCopy(); c != nil {
+		return c
+	}
+	return nil
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *FrameworkSpec) DeepCopyInto(out *FrameworkSpec) {
+	*out = *in
+	out.RetryPolicy = in.RetryPolicy
+	if in.TaskRoles != nil {
+		in, out := &in.TaskRoles, &out.TaskRoles
+		*out = make([]*TaskRoleSpec, len(*in))
+		for i := range *in {
+			if (*in)[i] != nil {
+				in, out := &(*in)[i], &(*out)[i]
+				*out = new(TaskRoleSpec)
+				(*in).DeepCopyInto(*out)
+			}
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FrameworkSpec.
+func (in *FrameworkSpec) DeepCopy() *FrameworkSpec {
+	if in == nil {
+		return nil
+	}
+	out := new(FrameworkSpec)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *FrameworkStatus) DeepCopyInto(out *FrameworkStatus) {
+	*out = *in
+	in.StartTime.DeepCopyInto(&out.StartTime)
+	if in.RunTime != nil {
+		in, out := &in.RunTime, &out.RunTime
+		*out = (*in).DeepCopy()
+	}
+	if in.CompletionTime != nil {
+		in, out := &in.CompletionTime, &out.CompletionTime
+		*out = (*in).DeepCopy()
+	}
+	in.TransitionTime.DeepCopyInto(&out.TransitionTime)
+	in.RetryPolicyStatus.DeepCopyInto(&out.RetryPolicyStatus)
+	in.AttemptStatus.DeepCopyInto(&out.AttemptStatus)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FrameworkStatus.
+func (in *FrameworkStatus) DeepCopy() *FrameworkStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(FrameworkStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *Int32Range) DeepCopyInto(out *Int32Range) {
+	*out = *in
+	if in.Min != nil {
+		in, out := &in.Min, &out.Min
+		*out = new(int32)
+		**out = **in
+	}
+	if in.Max != nil {
+		in, out := &in.Max, &out.Max
+		*out = new(int32)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Int32Range.
+func (in *Int32Range) DeepCopy() *Int32Range {
+	if in == nil {
+		return nil
+	}
+	out := new(Int32Range)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *LogFrameworkSnapshot) DeepCopyInto(out *LogFrameworkSnapshot) {
+	*out = *in
+	if in.OnFrameworkRetry != nil {
+		in, out := &in.OnFrameworkRetry, &out.OnFrameworkRetry
+		*out = new(bool)
+		**out = **in
+	}
+	if in.OnFrameworkDeletion != nil {
+		in, out := &in.OnFrameworkDeletion, &out.OnFrameworkDeletion
+		*out = new(bool)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LogFrameworkSnapshot.
+func (in *LogFrameworkSnapshot) DeepCopy() *LogFrameworkSnapshot {
+	if in == nil {
+		return nil
+	}
+	out := new(LogFrameworkSnapshot)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *LogObjectSnapshot) DeepCopyInto(out *LogObjectSnapshot) {
+	*out = *in
+	in.Framework.DeepCopyInto(&out.Framework)
+	in.Task.DeepCopyInto(&out.Task)
+	in.Pod.DeepCopyInto(&out.Pod)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LogObjectSnapshot.
+func (in *LogObjectSnapshot) DeepCopy() *LogObjectSnapshot {
+	if in == nil {
+		return nil
+	}
+	out := new(LogObjectSnapshot)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *LogPodSnapshot) DeepCopyInto(out *LogPodSnapshot) {
+	*out = *in
+	if in.OnPodDeletion != nil {
+		in, out := &in.OnPodDeletion, &out.OnPodDeletion
+		*out = new(bool)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LogPodSnapshot.
+func (in *LogPodSnapshot) DeepCopy() *LogPodSnapshot {
+	if in == nil {
+		return nil
+	}
+	out := new(LogPodSnapshot)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *LogTaskSnapshot) DeepCopyInto(out *LogTaskSnapshot) {
+	*out = *in
+	if in.OnTaskRetry != nil {
+		in, out := &in.OnTaskRetry, &out.OnTaskRetry
+		*out = new(bool)
+		**out = **in
+	}
+	if in.OnTaskDeletion != nil {
+		in, out := &in.OnTaskDeletion, &out.OnTaskDeletion
+		*out = new(bool)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LogTaskSnapshot.
+func (in *LogTaskSnapshot) DeepCopy() *LogTaskSnapshot {
+	if in == nil {
+		return nil
+	}
+	out := new(LogTaskSnapshot)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *MatchedContainer) DeepCopyInto(out *MatchedContainer) {
+	*out = *in
+	if in.Name != nil {
+		in, out := &in.Name, &out.Name
+		*out = new(string)
+		**out = **in
+	}
+	if in.Code != nil {
+		in, out := &in.Code, &out.Code
+		*out = new(int32)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MatchedContainer.
+func (in *MatchedContainer) DeepCopy() *MatchedContainer {
+	if in == nil {
+		return nil
+	}
+	out := new(MatchedContainer)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *MatchedPod) DeepCopyInto(out *MatchedPod) {
+	*out = *in
+	if in.Name != nil {
+		in, out := &in.Name, &out.Name
+		*out = new(string)
+		**out = **in
+	}
+	if in.Containers != nil {
+		in, out := &in.Containers, &out.Containers
+		*out = make([]*MatchedContainer, len(*in))
+		for i := range *in {
+			if (*in)[i] != nil {
+				in, out := &(*in)[i], &(*out)[i]
+				*out = new(MatchedContainer)
+				(*in).DeepCopyInto(*out)
+			}
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MatchedPod.
+func (in *MatchedPod) DeepCopy() *MatchedPod {
+	if in == nil {
+		return nil
+	}
+	out := new(MatchedPod)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *PodCompletionStatus) DeepCopyInto(out *PodCompletionStatus) {
+	*out = *in
+	if in.Containers != nil {
+		in, out := &in.Containers, &out.Containers
+		*out = make([]*ContainerCompletionStatus, len(*in))
+		for i := range *in {
+			if (*in)[i] != nil {
+				in, out := &(*in)[i], &(*out)[i]
+				*out = new(ContainerCompletionStatus)
+				**out = **in
+			}
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PodCompletionStatus.
+func (in *PodCompletionStatus) DeepCopy() *PodCompletionStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(PodCompletionStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *PodMatchResult) DeepCopyInto(out *PodMatchResult) {
+	*out = *in
+	if in.CodeInfo != nil {
+		in, out := &in.CodeInfo, &out.CodeInfo
+		*out = new(CompletionCodeInfo)
+		(*in).DeepCopyInto(*out)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PodMatchResult.
+func (in *PodMatchResult) DeepCopy() *PodMatchResult {
+	if in == nil {
+		return nil
+	}
+	out := new(PodMatchResult)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *PodPattern) DeepCopyInto(out *PodPattern) {
+	*out = *in
+	in.NameRegex.DeepCopyInto(&out.NameRegex)
+	in.ReasonRegex.DeepCopyInto(&out.ReasonRegex)
+	in.MessageRegex.DeepCopyInto(&out.MessageRegex)
+	if in.Containers != nil {
+		in, out := &in.Containers, &out.Containers
+		*out = make([]*ContainerPattern, len(*in))
+		for i := range *in {
+			if (*in)[i] != nil {
+				in, out := &(*in)[i], &(*out)[i]
+				*out = new(ContainerPattern)
+				(*in).DeepCopyInto(*out)
+			}
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PodPattern.
+func (in *PodPattern) DeepCopy() *PodPattern {
+	if in == nil {
+		return nil
+	}
+	out := new(PodPattern)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Regex.
+func (in *Regex) DeepCopy() *Regex {
+	if in == nil {
+		return nil
+	}
+	out := new(Regex)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *RetryDecision) DeepCopyInto(out *RetryDecision) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RetryDecision.
+func (in *RetryDecision) DeepCopy() *RetryDecision {
+	if in == nil {
+		return nil
+	}
+	out := new(RetryDecision)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *RetryPolicySpec) DeepCopyInto(out *RetryPolicySpec) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RetryPolicySpec.
+func (in *RetryPolicySpec) DeepCopy() *RetryPolicySpec {
+	if in == nil {
+		return nil
+	}
+	out := new(RetryPolicySpec)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *RetryPolicyStatus) DeepCopyInto(out *RetryPolicyStatus) {
+	*out = *in
+	if in.RetryDelaySec != nil {
+		in, out := &in.RetryDelaySec, &out.RetryDelaySec
+		*out = new(int64)
+		**out = **in
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RetryPolicyStatus.
+func (in *RetryPolicyStatus) DeepCopy() *RetryPolicyStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(RetryPolicyStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *Task) DeepCopyInto(out *Task) {
+	*out = *in
+	out.TypeMeta = in.TypeMeta
+	in.ObjectMeta.DeepCopyInto(&out.ObjectMeta)
+	if in.Spec != nil {
+		in, out := &in.Spec, &out.Spec
+		*out = new(TaskSpec)
+		(*in).DeepCopyInto(*out)
+	}
+	if in.Status != nil {
+		in, out := &in.Status, &out.Status
+		*out = new(TaskStatus)
+		(*in).DeepCopyInto(*out)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Task.
+func (in *Task) DeepCopy() *Task {
+	if in == nil {
+		return nil
+	}
+	out := new(Task)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
+func (in *Task) DeepCopyObject() runtime.Object {
+	if c := in.DeepCopy(); c != nil {
+		return c
+	}
+	return nil
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *TaskAttemptCompletionStatus) DeepCopyInto(out *TaskAttemptCompletionStatus) {
+	*out = *in
+	if in.CompletionStatus != nil {
+		in, out := &in.CompletionStatus, &out.CompletionStatus
+		*out = new(CompletionStatus)
+		(*in).DeepCopyInto(*out)
+	}
+	if in.Pod != nil {
+		in, out := &in.Pod, &out.Pod
+		*out = new(PodCompletionStatus)
+		(*in).DeepCopyInto(*out)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TaskAttemptCompletionStatus.
+func (in *TaskAttemptCompletionStatus) DeepCopy() *TaskAttemptCompletionStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(TaskAttemptCompletionStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *TaskAttemptStatus) DeepCopyInto(out *TaskAttemptStatus) {
+	*out = *in
+	in.StartTime.DeepCopyInto(&out.StartTime)
+	if in.RunTime != nil {
+		in, out := &in.RunTime, &out.RunTime
+		*out = (*in).DeepCopy()
+	}
+	if in.CompletionTime != nil {
+		in, out := &in.CompletionTime, &out.CompletionTime
+		*out = (*in).DeepCopy()
+	}
+	if in.InstanceUID != nil {
+		in, out := &in.InstanceUID, &out.InstanceUID
+		*out = new(types.UID)
+		**out = **in
+	}
+	if in.PodUID != nil {
+		in, out := &in.PodUID, &out.PodUID
+		*out = new(types.UID)
+		**out = **in
+	}
+	if in.PodNodeName != nil {
+		in, out := &in.PodNodeName, &out.PodNodeName
+		*out = new(string)
+		**out = **in
+	}
+	if in.PodIP != nil {
+		in, out := &in.PodIP, &out.PodIP
+		*out = new(string)
+		**out = **in
+	}
+	if in.PodHostIP != nil {
+		in, out := &in.PodHostIP, &out.PodHostIP
+		*out = new(string)
+		**out = **in
+	}
+	if in.CompletionStatus != nil {
+		in, out := &in.CompletionStatus, &out.CompletionStatus
+		*out = new(TaskAttemptCompletionStatus)
+		(*in).DeepCopyInto(*out)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TaskAttemptStatus.
+func (in *TaskAttemptStatus) DeepCopy() *TaskAttemptStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(TaskAttemptStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *TaskRoleSpec) DeepCopyInto(out *TaskRoleSpec) {
+	*out = *in
+	out.FrameworkAttemptCompletionPolicy = in.FrameworkAttemptCompletionPolicy
+	in.Task.DeepCopyInto(&out.Task)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TaskRoleSpec.
+func (in *TaskRoleSpec) DeepCopy() *TaskRoleSpec {
+	if in == nil {
+		return nil
+	}
+	out := new(TaskRoleSpec)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *TaskRoleStatus) DeepCopyInto(out *TaskRoleStatus) {
+	*out = *in
+	if in.PodGracefulDeletionTimeoutSec != nil {
+		in, out := &in.PodGracefulDeletionTimeoutSec, &out.PodGracefulDeletionTimeoutSec
+		*out = new(int64)
+		**out = **in
+	}
+	if in.TaskStatuses != nil {
+		in, out := &in.TaskStatuses, &out.TaskStatuses
+		*out = make([]*TaskStatus, len(*in))
+		for i := range *in {
+			if (*in)[i] != nil {
+				in, out := &(*in)[i], &(*out)[i]
+				*out = new(TaskStatus)
+				(*in).DeepCopyInto(*out)
+			}
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TaskRoleStatus.
+func (in *TaskRoleStatus) DeepCopy() *TaskRoleStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(TaskRoleStatus)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *TaskSpec) DeepCopyInto(out *TaskSpec) {
+	*out = *in
+	out.RetryPolicy = in.RetryPolicy
+	if in.PodGracefulDeletionTimeoutSec != nil {
+		in, out := &in.PodGracefulDeletionTimeoutSec, &out.PodGracefulDeletionTimeoutSec
+		*out = new(int64)
+		**out = **in
+	}
+	in.Pod.DeepCopyInto(&out.Pod)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TaskSpec.
+func (in *TaskSpec) DeepCopy() *TaskSpec {
+	if in == nil {
+		return nil
+	}
+	out := new(TaskSpec)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *TaskStatus) DeepCopyInto(out *TaskStatus) {
+	*out = *in
+	in.StartTime.DeepCopyInto(&out.StartTime)
+	if in.RunTime != nil {
+		in, out := &in.RunTime, &out.RunTime
+		*out = (*in).DeepCopy()
+	}
+	if in.CompletionTime != nil {
+		in, out := &in.CompletionTime, &out.CompletionTime
+		*out = (*in).DeepCopy()
+	}
+	in.TransitionTime.DeepCopyInto(&out.TransitionTime)
+	in.RetryPolicyStatus.DeepCopyInto(&out.RetryPolicyStatus)
+	in.AttemptStatus.DeepCopyInto(&out.AttemptStatus)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TaskStatus.
+func (in *TaskStatus) DeepCopy() *TaskStatus {
+	if in == nil {
+		return nil
+	}
+	out := new(TaskStatus)
+	in.DeepCopyInto(out)
+	return out
+}
diff --git a/src/frameworkcontroller/src/pkg/barrier/barrier.go b/src/frameworkcontroller/src/pkg/barrier/barrier.go
new file mode 100644
index 00000000..5a2de15b
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/barrier/barrier.go
@@ -0,0 +1,478 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package barrier
+
+import (
+	"context"
+	"fmt"
+	"io/ioutil"
+	"os"
+	"strconv"
+	"strings"
+
+	ci "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	frameworkClient "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned"
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+	"github.com/microsoft/frameworkcontroller/pkg/internal"
+	apiErrors "k8s.io/apimachinery/pkg/api/errors"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/util/wait"
+	kubeClient "k8s.io/client-go/kubernetes"
+	"k8s.io/client-go/rest"
+	"k8s.io/client-go/tools/clientcmd"
+	"k8s.io/klog"
+)
+
+// FrameworkController Extension: FrameworkBarrier
+//
+// Best Practice:
+// It is usually used as the initContainer to provide a simple way to:
+//  1. Do Gang Execution without resource deadlock.
+//     So that the AppContainers of all Tasks in the Framework will be executed in
+//     an all-or-nothing fashion without the need for Gang Scheduling.
+//  2. Start the AppContainers in the Pod only after its PodUID is persisted in
+//     the Framework object by FrameworkController.
+//     So that the completion or deletion event of a Pod with started AppContainers
+//     will never be missed by FrameworkController to further trigger RetryPolicy
+//     or FrameworkAttemptCompletionPolicy.
+//  3. Inject peer-to-peer service discovery information into the AppContainers.
+//     So that any Task in the Framework is able to discover all other Tasks in
+//     the same Framework without the need for k8s DNS.
+//
+// Usage:
+// It waits until all Tasks in the specified Framework object are ready with not
+// nil PodIP and then dumps the Framework object to local file: ./framework.json,
+// besides it also generates the injector script to local file: ./injector.sh
+// which provides a default way to inject some Framework information into caller
+// process.
+//
+// ./injector.sh exports below environment variables:
+// For each {TaskRoleName} in the Framework:
+//
+//	FB_{UpperCase({TaskRoleName})}_IPS=
+//	  {Task[0].PodIP},...,
+//	  {Task[TaskRole.TaskNumber-1].PodIP}
+//	FB_{UpperCase({TaskRoleName})}_ADDRESSES=
+//	  {Task[0].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT},...,
+//	  {Task[TaskRole.TaskNumber-1].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT}
+//	Note, the environment variable FB_{UpperCase({TaskRoleName})}_PORT should be
+//	provided by the caller in advance.
+//
+// Caller can also write its own injector script to inject other Framework
+// information from the ./framework.json.
+type FrameworkBarrier struct {
+	kConfig *rest.Config
+	bConfig *Config
+
+	kClient kubeClient.Interface
+	fClient frameworkClient.Interface
+}
+
+// /////////////////////////////////////////////////////////////////////////////////////
+// Constants
+// /////////////////////////////////////////////////////////////////////////////////////
+const (
+	ComponentName           = "frameworkbarrier"
+	FrameworkObjectFilePath = "./framework.json"
+	InjectorFilePath        = "./injector.sh"
+
+	EnvNameBarrierCheckIntervalSec = "BARRIER_CHECK_INTERVAL_SEC"
+	EnvNameBarrierCheckTimeoutSec  = "BARRIER_CHECK_TIMEOUT_SEC"
+)
+
+// /////////////////////////////////////////////////////////////////////////////////////
+// Config
+// /////////////////////////////////////////////////////////////////////////////////////
+type Config struct {
+	// See the same fields in pkg/apis/frameworkcontroller/v1/config.go
+	KubeApiServerAddress string `yaml:"kubeApiServerAddress"`
+	KubeConfigFilePath   string `yaml:"kubeConfigFilePath"`
+
+	// The Framework for which the barrier waits.
+	FrameworkNamespace string `yaml:"frameworkNamespace"`
+	FrameworkName      string `yaml:"frameworkName"`
+
+	// Check interval and timeout to expect all Tasks in the Framework reach the
+	// barrier, i.e. are ready with not nil PodIP.
+	BarrierCheckIntervalSec int64 `yaml:"barrierCheckIntervalSec"`
+	BarrierCheckTimeoutSec  int64 `yaml:"barrierCheckTimeoutSec"`
+}
+
+func newConfig() *Config {
+	c := Config{}
+
+	// Setting and Defaulting
+	c.KubeApiServerAddress = ci.EnvValueKubeApiServerAddress
+	if ci.EnvValueKubeConfigFilePath == "" {
+		c.KubeConfigFilePath = *defaultKubeConfigFilePath()
+	} else {
+		c.KubeConfigFilePath = ci.EnvValueKubeConfigFilePath
+	}
+	c.FrameworkNamespace = os.Getenv(ci.EnvNameFrameworkNamespace)
+	c.FrameworkName = os.Getenv(ci.EnvNameFrameworkName)
+
+	barrierCheckIntervalSecStr := os.Getenv(EnvNameBarrierCheckIntervalSec)
+	if barrierCheckIntervalSecStr == "" {
+		c.BarrierCheckIntervalSec = 10
+	} else {
+		i, err := strconv.ParseInt(barrierCheckIntervalSecStr, 10, 64)
+		if err != nil {
+			klog.Errorf(
+				"Failed to parse ${%v}: %v",
+				EnvNameBarrierCheckIntervalSec, err)
+			exit(ci.CompletionCodeContainerPermanentFailed)
+		}
+		c.BarrierCheckIntervalSec = i
+	}
+
+	barrierCheckTimeoutSecStr := os.Getenv(EnvNameBarrierCheckTimeoutSec)
+	if barrierCheckTimeoutSecStr == "" {
+		c.BarrierCheckTimeoutSec = 10 * 60
+	} else {
+		i, err := strconv.ParseInt(barrierCheckTimeoutSecStr, 10, 64)
+		if err != nil {
+			klog.Errorf(
+				"Failed to parse ${%v}: %v",
+				EnvNameBarrierCheckTimeoutSec, err)
+			exit(ci.CompletionCodeContainerPermanentFailed)
+		}
+		c.BarrierCheckTimeoutSec = i
+	}
+
+	// Validation
+	errPrefix := "Validation Failed: "
+	if c.FrameworkName == "" {
+		klog.Errorf(errPrefix+
+			"${%v} should not be empty",
+			ci.EnvNameFrameworkName)
+		exit(ci.CompletionCodeContainerPermanentFailed)
+	}
+	if c.BarrierCheckIntervalSec < 5 {
+		klog.Errorf(errPrefix+
+			"${%v} %v should not be less than 5",
+			EnvNameBarrierCheckIntervalSec, c.BarrierCheckIntervalSec)
+		exit(ci.CompletionCodeContainerPermanentFailed)
+	}
+	if c.BarrierCheckTimeoutSec < 60 || c.BarrierCheckTimeoutSec > 20*60 {
+		klog.Errorf(errPrefix+
+			"${%v} %v should not be less than 60 or greater than 20 * 60",
+			EnvNameBarrierCheckTimeoutSec, c.BarrierCheckTimeoutSec)
+		exit(ci.CompletionCodeContainerPermanentFailed)
+	}
+
+	return &c
+}
+
+func defaultKubeConfigFilePath() *string {
+	configPath := ci.DefaultKubeConfigFilePath
+	_, err := os.Stat(configPath)
+	if err == nil {
+		return &configPath
+	}
+
+	configPath = ""
+	return &configPath
+}
+
+func buildKubeConfig(bConfig *Config) *rest.Config {
+	kConfig, err := clientcmd.BuildConfigFromFlags(
+		bConfig.KubeApiServerAddress, bConfig.KubeConfigFilePath)
+	if err != nil {
+		klog.Errorf("Failed to build KubeConfig, please ensure "+
+			"${KUBE_APISERVER_ADDRESS} or ${KUBECONFIG} or ${HOME}/.kube/config or "+
+			"${KUBERNETES_SERVICE_HOST}:${KUBERNETES_SERVICE_PORT} is valid: "+
+			"Error: %v", err)
+		exit(ci.CompletionCode(1))
+	}
+	return kConfig
+}
+
+// /////////////////////////////////////////////////////////////////////////////////////
+// Methods
+// /////////////////////////////////////////////////////////////////////////////////////
+func NewFrameworkBarrier() *FrameworkBarrier {
+	klog.Infof("Initializing %v", ComponentName)
+
+	bConfig := newConfig()
+	klog.Infof("With Config: \n%v", common.ToYaml(bConfig))
+	kConfig := buildKubeConfig(bConfig)
+	kClient, fClient := internal.CreateClients(kConfig)
+
+	return &FrameworkBarrier{
+		kConfig: kConfig,
+		bConfig: bConfig,
+		kClient: kClient,
+		fClient: fClient,
+	}
+}
+
+func (b *FrameworkBarrier) Run(ctx context.Context) {
+	klog.Infof("Running %v", ComponentName)
+
+	var f *ci.Framework
+	var err error
+	var isPassed bool
+	var isPermanentErr bool
+	wait.PollImmediate(
+		common.SecToDuration(&b.bConfig.BarrierCheckIntervalSec),
+		common.SecToDuration(&b.bConfig.BarrierCheckTimeoutSec),
+		func() (bool, error) {
+			f, err = b.fClient.FrameworkcontrollerV1().
+				Frameworks(b.bConfig.FrameworkNamespace).
+				Get(ctx, b.bConfig.FrameworkName, meta.GetOptions{})
+
+			if err == nil {
+				err = f.Decompress()
+				if err == nil {
+					isPassed = isBarrierPassed(f)
+					return isPassed, nil
+				} else {
+					klog.Warningf("Failed to decompress Framework object: %v", err)
+					// Unknown Error: Poll Until Timeout
+					isPermanentErr = false
+					return false, nil
+				}
+			} else {
+				klog.Warningf("Failed to get Framework object from ApiServer: %v", err)
+				if apiErrors.IsNotFound(err) {
+					// Permanent Error: Early Stop
+					isPermanentErr = true
+					return false, err
+				} else {
+					// Unknown Error: Poll Until Timeout
+					isPermanentErr = false
+					return false, nil
+				}
+			}
+		})
+
+	if isPassed {
+		klog.Infof("BarrierSucceeded: " +
+			"All Tasks are ready with not nil PodIP.")
+		dumpFramework(f)
+		generateInjector(f)
+		exit(ci.CompletionCodeSucceeded)
+	} else {
+		if err == nil {
+			klog.Errorf("BarrierTransientConflictFailed: " +
+				"Timeout to wait all Tasks are ready with not nil PodIP.")
+			exit(ci.CompletionCodeContainerTransientConflictFailed)
+		} else {
+			if isPermanentErr {
+				klog.Errorf("BarrierPermanentFailed: %v", err)
+				exit(ci.CompletionCodeContainerPermanentFailed)
+			} else {
+				// May also timeout, but still treat as Unknown Error
+				klog.Errorf("BarrierUnknownFailed: %v", err)
+				exit(ci.CompletionCode(1))
+			}
+		}
+	}
+}
+
+func isBarrierPassed(f *ci.Framework) bool {
+	// Fully counting Tasks in f.Status against f.Spec, as FrameworkController may
+	// have not persist DeletionPending (ScaleDown) Tasks according to current
+	// f.Spec.
+	totalTaskCount := int32(0)
+	readyTaskCount := int32(0)
+	for _, taskRoleSpec := range f.Spec.TaskRoles {
+		taskRoleName := taskRoleSpec.Name
+		taskCountSpec := taskRoleSpec.TaskNumber
+		totalTaskCount += taskCountSpec
+
+		if f.Status == nil {
+			continue
+		}
+
+		taskRoleStatus := f.GetTaskRoleStatus(taskRoleName)
+		if taskRoleStatus == nil {
+			continue
+		}
+
+		taskCountStatus := int32(len(taskRoleStatus.TaskStatuses))
+		taskCountStatusAndSpec := common.MinInt32(taskCountStatus, taskCountSpec)
+		for taskIndex := int32(0); taskIndex < taskCountStatusAndSpec; taskIndex++ {
+			taskStatus := taskRoleStatus.TaskStatuses[taskIndex]
+			if isTaskReady(taskStatus, true) {
+				readyTaskCount++
+			}
+		}
+	}
+
+	// Wait until readyTaskCount is consistent with totalTaskCount.
+	if readyTaskCount >= totalTaskCount {
+		klog.Infof("BarrierPassed: "+
+			"%v/%v Tasks are ready with not nil PodIP.",
+			readyTaskCount, totalTaskCount)
+		return true
+	} else {
+		klog.Warningf("BarrierNotPassed: "+
+			"%v/%v Tasks are ready with not nil PodIP.",
+			readyTaskCount, totalTaskCount)
+		return false
+	}
+}
+
+func isTaskReady(ts *ci.TaskStatus, ignoreDeletionPending bool) bool {
+	if ts.IsDeletionPendingIgnored(ignoreDeletionPending) {
+		return false
+	}
+	return ts.AttemptStatus.PodIP != nil && *ts.AttemptStatus.PodIP != ""
+}
+
+func dumpFramework(f *ci.Framework) {
+	err := ioutil.WriteFile(FrameworkObjectFilePath, []byte(common.ToJson(f)), 0644)
+	if err != nil {
+		klog.Errorf(
+			"Failed to dump the Framework object to local file: %v, %v",
+			FrameworkObjectFilePath, err)
+		exit(ci.CompletionCode(1))
+	}
+
+	klog.Infof(
+		"Succeeded to dump the Framework object to local file: %v",
+		FrameworkObjectFilePath)
+}
+
+func getTaskRoleEnvName(taskRoleName string, suffix string) string {
+	return strings.Join([]string{"FB", strings.ToUpper(taskRoleName), suffix}, "_")
+}
+
+// All Tasks in f.Spec must be also included in f.Status as Ready, so inject from
+// f.Status is enough.
+func generateInjector(f *ci.Framework) {
+	var injector strings.Builder
+	injector.WriteString("#!/bin/bash")
+	injector.WriteString("\n")
+
+	if f.Status != nil {
+		injector.WriteString("\n")
+		injector.WriteString(
+			"echo " + InjectorFilePath + ": Start to inject environment variables")
+		injector.WriteString("\n")
+
+		// FB_{UpperCase({TaskRoleName})}_IPS=
+		//   {Task[0].PodIP},...,
+		//   {Task[TaskRole.TaskNumber-1].PodIP}
+		injector.WriteString("\n")
+		for _, taskRoleStatus := range f.TaskRoleStatuses() {
+			taskRoleName := taskRoleStatus.Name
+			taskCountStatus := int32(len(taskRoleStatus.TaskStatuses))
+
+			taskRoleSpec := f.GetTaskRoleSpec(taskRoleName)
+			if taskRoleSpec == nil {
+				continue
+			}
+
+			ipsEnvName := getTaskRoleEnvName(taskRoleName, "IPS")
+			injector.WriteString("export " + ipsEnvName + "=")
+
+			taskCountSpec := taskRoleSpec.TaskNumber
+			taskCountStatusAndSpec := common.MinInt32(taskCountStatus, taskCountSpec)
+			for taskIndex := int32(0); taskIndex < taskCountStatusAndSpec; taskIndex++ {
+				taskStatus := taskRoleStatus.TaskStatuses[taskIndex]
+				taskIP := *taskStatus.AttemptStatus.PodIP
+				if taskIndex > 0 {
+					injector.WriteString(",")
+				}
+				injector.WriteString(taskIP)
+			}
+
+			injector.WriteString("\n")
+			injector.WriteString("echo " + ipsEnvName + "=${" + ipsEnvName + "}")
+			injector.WriteString("\n")
+		}
+
+		// FB_{UpperCase({TaskRoleName})}_ADDRESSES=
+		//   {Task[0].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT},...,
+		//   {Task[TaskRole.TaskNumber-1].PodIP}:${FB_{UpperCase({TaskRoleName})}_PORT}
+		injector.WriteString("\n")
+		for _, taskRoleStatus := range f.TaskRoleStatuses() {
+			taskRoleName := taskRoleStatus.Name
+			taskCountStatus := int32(len(taskRoleStatus.TaskStatuses))
+
+			taskRoleSpec := f.GetTaskRoleSpec(taskRoleName)
+			if taskRoleSpec == nil {
+				continue
+			}
+
+			addrsEnvName := getTaskRoleEnvName(taskRoleName, "ADDRESSES")
+			portEnvName := getTaskRoleEnvName(taskRoleName, "PORT")
+			injector.WriteString("export " + addrsEnvName + "=")
+
+			taskCountSpec := taskRoleSpec.TaskNumber
+			taskCountStatusAndSpec := common.MinInt32(taskCountStatus, taskCountSpec)
+			for taskIndex := int32(0); taskIndex < taskCountStatusAndSpec; taskIndex++ {
+				taskStatus := taskRoleStatus.TaskStatuses[taskIndex]
+				taskAddr := *taskStatus.AttemptStatus.PodIP + ":" + "${" + portEnvName + "}"
+				if taskIndex > 0 {
+					injector.WriteString(",")
+				}
+				injector.WriteString(taskAddr)
+			}
+
+			injector.WriteString("\n")
+			injector.WriteString("echo " + addrsEnvName + "=${" + addrsEnvName + "}")
+			injector.WriteString("\n")
+		}
+
+		injector.WriteString("\n")
+		injector.WriteString(
+			"echo " + InjectorFilePath + ": Succeeded to inject environment variables")
+		injector.WriteString("\n")
+	}
+
+	err := ioutil.WriteFile(InjectorFilePath, []byte(injector.String()), 0755)
+	if err != nil {
+		klog.Errorf(
+			"Failed to generate the injector script to local file: %v, %v",
+			InjectorFilePath, err)
+		exit(ci.CompletionCode(1))
+	}
+
+	klog.Infof(
+		"Succeeded to generate the injector script to local file: %v",
+		InjectorFilePath)
+}
+
+func exit(cc ci.CompletionCode) {
+	logPfx := fmt.Sprintf("ExitCode: %v: Exit with ", cc)
+	if cc == ci.CompletionCodeSucceeded {
+		klog.Infof(logPfx + "success.")
+	} else if cc == ci.CompletionCodeContainerTransientFailed {
+		klog.Errorf(logPfx +
+			"transient failure to tell controller to retry.")
+	} else if cc == ci.CompletionCodeContainerTransientConflictFailed {
+		klog.Errorf(logPfx +
+			"transient conflict failure to tell controller to back off retry.")
+	} else if cc == ci.CompletionCodeContainerPermanentFailed {
+		klog.Errorf(logPfx +
+			"permanent failure to tell controller not to retry.")
+	} else {
+		klog.Errorf(logPfx +
+			"unknown failure to tell controller to retry within maxRetryCount.")
+	}
+
+	os.Exit(int(cc))
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/clientset.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/clientset.go
new file mode 100644
index 00000000..77bfccd8
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/clientset.go
@@ -0,0 +1,103 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package versioned
+
+import (
+	"fmt"
+
+	frameworkcontrollerv1 "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned/typed/frameworkcontroller/v1"
+	discovery "k8s.io/client-go/discovery"
+	rest "k8s.io/client-go/rest"
+	flowcontrol "k8s.io/client-go/util/flowcontrol"
+)
+
+type Interface interface {
+	Discovery() discovery.DiscoveryInterface
+	FrameworkcontrollerV1() frameworkcontrollerv1.FrameworkcontrollerV1Interface
+}
+
+// Clientset contains the clients for groups. Each group has exactly one
+// version included in a Clientset.
+type Clientset struct {
+	*discovery.DiscoveryClient
+	frameworkcontrollerV1 *frameworkcontrollerv1.FrameworkcontrollerV1Client
+}
+
+// FrameworkcontrollerV1 retrieves the FrameworkcontrollerV1Client
+func (c *Clientset) FrameworkcontrollerV1() frameworkcontrollerv1.FrameworkcontrollerV1Interface {
+	return c.frameworkcontrollerV1
+}
+
+// Discovery retrieves the DiscoveryClient
+func (c *Clientset) Discovery() discovery.DiscoveryInterface {
+	if c == nil {
+		return nil
+	}
+	return c.DiscoveryClient
+}
+
+// NewForConfig creates a new Clientset for the given config.
+// If config's RateLimiter is not set and QPS and Burst are acceptable,
+// NewForConfig will generate a rate-limiter in configShallowCopy.
+func NewForConfig(c *rest.Config) (*Clientset, error) {
+	configShallowCopy := *c
+	if configShallowCopy.RateLimiter == nil && configShallowCopy.QPS > 0 {
+		if configShallowCopy.Burst <= 0 {
+			return nil, fmt.Errorf("Burst is required to be greater than 0 when RateLimiter is not set and QPS is set to greater than 0")
+		}
+		configShallowCopy.RateLimiter = flowcontrol.NewTokenBucketRateLimiter(configShallowCopy.QPS, configShallowCopy.Burst)
+	}
+	var cs Clientset
+	var err error
+	cs.frameworkcontrollerV1, err = frameworkcontrollerv1.NewForConfig(&configShallowCopy)
+	if err != nil {
+		return nil, err
+	}
+
+	cs.DiscoveryClient, err = discovery.NewDiscoveryClientForConfig(&configShallowCopy)
+	if err != nil {
+		return nil, err
+	}
+	return &cs, nil
+}
+
+// NewForConfigOrDie creates a new Clientset for the given config and
+// panics if there is an error in the config.
+func NewForConfigOrDie(c *rest.Config) *Clientset {
+	var cs Clientset
+	cs.frameworkcontrollerV1 = frameworkcontrollerv1.NewForConfigOrDie(c)
+
+	cs.DiscoveryClient = discovery.NewDiscoveryClientForConfigOrDie(c)
+	return &cs
+}
+
+// New creates a new Clientset for the given RESTClient.
+func New(c rest.Interface) *Clientset {
+	var cs Clientset
+	cs.frameworkcontrollerV1 = frameworkcontrollerv1.New(c)
+
+	cs.DiscoveryClient = discovery.NewDiscoveryClient(c)
+	return &cs
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/doc.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/doc.go
new file mode 100644
index 00000000..4f612bfd
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/doc.go
@@ -0,0 +1,26 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+// This package has the automatically generated clientset.
+package versioned
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/clientset_generated.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/clientset_generated.go
new file mode 100644
index 00000000..95a29911
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/clientset_generated.go
@@ -0,0 +1,88 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package fake
+
+import (
+	clientset "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned"
+	frameworkcontrollerv1 "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned/typed/frameworkcontroller/v1"
+	fakeframeworkcontrollerv1 "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake"
+	"k8s.io/apimachinery/pkg/runtime"
+	"k8s.io/apimachinery/pkg/watch"
+	"k8s.io/client-go/discovery"
+	fakediscovery "k8s.io/client-go/discovery/fake"
+	"k8s.io/client-go/testing"
+)
+
+// NewSimpleClientset returns a clientset that will respond with the provided objects.
+// It's backed by a very simple object tracker that processes creates, updates and deletions as-is,
+// without applying any validations and/or defaults. It shouldn't be considered a replacement
+// for a real clientset and is mostly useful in simple unit tests.
+func NewSimpleClientset(objects ...runtime.Object) *Clientset {
+	o := testing.NewObjectTracker(scheme, codecs.UniversalDecoder())
+	for _, obj := range objects {
+		if err := o.Add(obj); err != nil {
+			panic(err)
+		}
+	}
+
+	cs := &Clientset{tracker: o}
+	cs.discovery = &fakediscovery.FakeDiscovery{Fake: &cs.Fake}
+	cs.AddReactor("*", "*", testing.ObjectReaction(o))
+	cs.AddWatchReactor("*", func(action testing.Action) (handled bool, ret watch.Interface, err error) {
+		gvr := action.GetResource()
+		ns := action.GetNamespace()
+		watch, err := o.Watch(gvr, ns)
+		if err != nil {
+			return false, nil, err
+		}
+		return true, watch, nil
+	})
+
+	return cs
+}
+
+// Clientset implements clientset.Interface. Meant to be embedded into a
+// struct to get a default implementation. This makes faking out just the method
+// you want to test easier.
+type Clientset struct {
+	testing.Fake
+	discovery *fakediscovery.FakeDiscovery
+	tracker   testing.ObjectTracker
+}
+
+func (c *Clientset) Discovery() discovery.DiscoveryInterface {
+	return c.discovery
+}
+
+func (c *Clientset) Tracker() testing.ObjectTracker {
+	return c.tracker
+}
+
+var _ clientset.Interface = &Clientset{}
+
+// FrameworkcontrollerV1 retrieves the FrameworkcontrollerV1Client
+func (c *Clientset) FrameworkcontrollerV1() frameworkcontrollerv1.FrameworkcontrollerV1Interface {
+	return &fakeframeworkcontrollerv1.FakeFrameworkcontrollerV1{Fake: &c.Fake}
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/doc.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/doc.go
new file mode 100644
index 00000000..94664b9c
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/doc.go
@@ -0,0 +1,26 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+// This package has the automatically generated fake clientset.
+package fake
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/register.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/register.go
new file mode 100644
index 00000000..69d23ad3
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/fake/register.go
@@ -0,0 +1,62 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package fake
+
+import (
+	frameworkcontrollerv1 "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	runtime "k8s.io/apimachinery/pkg/runtime"
+	schema "k8s.io/apimachinery/pkg/runtime/schema"
+	serializer "k8s.io/apimachinery/pkg/runtime/serializer"
+	utilruntime "k8s.io/apimachinery/pkg/util/runtime"
+)
+
+var scheme = runtime.NewScheme()
+var codecs = serializer.NewCodecFactory(scheme)
+var parameterCodec = runtime.NewParameterCodec(scheme)
+var localSchemeBuilder = runtime.SchemeBuilder{
+	frameworkcontrollerv1.AddToScheme,
+}
+
+// AddToScheme adds all types of this clientset into the given scheme. This allows composition
+// of clientsets, like in:
+//
+//   import (
+//     "k8s.io/client-go/kubernetes"
+//     clientsetscheme "k8s.io/client-go/kubernetes/scheme"
+//     aggregatorclientsetscheme "k8s.io/kube-aggregator/pkg/client/clientset_generated/clientset/scheme"
+//   )
+//
+//   kclientset, _ := kubernetes.NewForConfig(c)
+//   _ = aggregatorclientsetscheme.AddToScheme(clientsetscheme.Scheme)
+//
+// After this, RawExtensions in Kubernetes types will serialize kube-aggregator types
+// correctly.
+var AddToScheme = localSchemeBuilder.AddToScheme
+
+func init() {
+	v1.AddToGroupVersion(scheme, schema.GroupVersion{Version: "v1"})
+	utilruntime.Must(AddToScheme(scheme))
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/scheme/doc.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/scheme/doc.go
new file mode 100644
index 00000000..09463dd1
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/scheme/doc.go
@@ -0,0 +1,26 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+// This package contains the scheme of the automatically generated clientset.
+package scheme
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/scheme/register.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/scheme/register.go
new file mode 100644
index 00000000..6ec2985b
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/scheme/register.go
@@ -0,0 +1,62 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package scheme
+
+import (
+	frameworkcontrollerv1 "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	runtime "k8s.io/apimachinery/pkg/runtime"
+	schema "k8s.io/apimachinery/pkg/runtime/schema"
+	serializer "k8s.io/apimachinery/pkg/runtime/serializer"
+	utilruntime "k8s.io/apimachinery/pkg/util/runtime"
+)
+
+var Scheme = runtime.NewScheme()
+var Codecs = serializer.NewCodecFactory(Scheme)
+var ParameterCodec = runtime.NewParameterCodec(Scheme)
+var localSchemeBuilder = runtime.SchemeBuilder{
+	frameworkcontrollerv1.AddToScheme,
+}
+
+// AddToScheme adds all types of this clientset into the given scheme. This allows composition
+// of clientsets, like in:
+//
+//   import (
+//     "k8s.io/client-go/kubernetes"
+//     clientsetscheme "k8s.io/client-go/kubernetes/scheme"
+//     aggregatorclientsetscheme "k8s.io/kube-aggregator/pkg/client/clientset_generated/clientset/scheme"
+//   )
+//
+//   kclientset, _ := kubernetes.NewForConfig(c)
+//   _ = aggregatorclientsetscheme.AddToScheme(clientsetscheme.Scheme)
+//
+// After this, RawExtensions in Kubernetes types will serialize kube-aggregator types
+// correctly.
+var AddToScheme = localSchemeBuilder.AddToScheme
+
+func init() {
+	v1.AddToGroupVersion(Scheme, schema.GroupVersion{Version: "v1"})
+	utilruntime.Must(AddToScheme(Scheme))
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/doc.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/doc.go
new file mode 100644
index 00000000..f60c7d93
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/doc.go
@@ -0,0 +1,26 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+// This package has the automatically generated typed clients.
+package v1
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/doc.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/doc.go
new file mode 100644
index 00000000..77f84e63
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/doc.go
@@ -0,0 +1,26 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+// Package fake has the automatically generated clients.
+package fake
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/fake_framework.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/fake_framework.go
new file mode 100644
index 00000000..d576d2ee
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/fake_framework.go
@@ -0,0 +1,136 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package fake
+
+import (
+	"context"
+
+	frameworkcontrollerv1 "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	labels "k8s.io/apimachinery/pkg/labels"
+	schema "k8s.io/apimachinery/pkg/runtime/schema"
+	types "k8s.io/apimachinery/pkg/types"
+	watch "k8s.io/apimachinery/pkg/watch"
+	testing "k8s.io/client-go/testing"
+)
+
+// FakeFrameworks implements FrameworkInterface
+type FakeFrameworks struct {
+	Fake *FakeFrameworkcontrollerV1
+	ns   string
+}
+
+var frameworksResource = schema.GroupVersionResource{Group: "frameworkcontroller.microsoft.com", Version: "v1", Resource: "frameworks"}
+
+var frameworksKind = schema.GroupVersionKind{Group: "frameworkcontroller.microsoft.com", Version: "v1", Kind: "Framework"}
+
+// Get takes name of the framework, and returns the corresponding framework object, and an error if there is any.
+func (c *FakeFrameworks) Get(ctx context.Context, name string, options v1.GetOptions) (result *frameworkcontrollerv1.Framework, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewGetAction(frameworksResource, c.ns, name), &frameworkcontrollerv1.Framework{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*frameworkcontrollerv1.Framework), err
+}
+
+// List takes label and field selectors, and returns the list of Frameworks that match those selectors.
+func (c *FakeFrameworks) List(ctx context.Context, opts v1.ListOptions) (result *frameworkcontrollerv1.FrameworkList, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewListAction(frameworksResource, frameworksKind, c.ns, opts), &frameworkcontrollerv1.FrameworkList{})
+
+	if obj == nil {
+		return nil, err
+	}
+
+	label, _, _ := testing.ExtractFromListOptions(opts)
+	if label == nil {
+		label = labels.Everything()
+	}
+	list := &frameworkcontrollerv1.FrameworkList{ListMeta: obj.(*frameworkcontrollerv1.FrameworkList).ListMeta}
+	for _, item := range obj.(*frameworkcontrollerv1.FrameworkList).Items {
+		if label.Matches(labels.Set(item.Labels)) {
+			list.Items = append(list.Items, item)
+		}
+	}
+	return list, err
+}
+
+// Watch returns a watch.Interface that watches the requested frameworks.
+func (c *FakeFrameworks) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) {
+	return c.Fake.
+		InvokesWatch(testing.NewWatchAction(frameworksResource, c.ns, opts))
+
+}
+
+// Create takes the representation of a framework and creates it.  Returns the server's representation of the framework, and an error, if there is any.
+func (c *FakeFrameworks) Create(ctx context.Context, framework *frameworkcontrollerv1.Framework) (result *frameworkcontrollerv1.Framework, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewCreateAction(frameworksResource, c.ns, framework), &frameworkcontrollerv1.Framework{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*frameworkcontrollerv1.Framework), err
+}
+
+// Update takes the representation of a framework and updates it. Returns the server's representation of the framework, and an error, if there is any.
+func (c *FakeFrameworks) Update(ctx context.Context, framework *frameworkcontrollerv1.Framework) (result *frameworkcontrollerv1.Framework, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewUpdateAction(frameworksResource, c.ns, framework), &frameworkcontrollerv1.Framework{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*frameworkcontrollerv1.Framework), err
+}
+
+// Delete takes name of the framework and deletes it. Returns an error if one occurs.
+func (c *FakeFrameworks) Delete(ctx context.Context, name string, options *v1.DeleteOptions) error {
+	_, err := c.Fake.
+		Invokes(testing.NewDeleteAction(frameworksResource, c.ns, name), &frameworkcontrollerv1.Framework{})
+
+	return err
+}
+
+// DeleteCollection deletes a collection of objects.
+func (c *FakeFrameworks) DeleteCollection(ctx context.Context, options *v1.DeleteOptions, listOptions v1.ListOptions) error {
+	action := testing.NewDeleteCollectionAction(frameworksResource, c.ns, listOptions)
+
+	_, err := c.Fake.Invokes(action, &frameworkcontrollerv1.FrameworkList{})
+	return err
+}
+
+// Patch applies the patch and returns the patched framework.
+func (c *FakeFrameworks) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, subresources ...string) (result *frameworkcontrollerv1.Framework, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewPatchSubresourceAction(frameworksResource, c.ns, name, pt, data, subresources...), &frameworkcontrollerv1.Framework{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*frameworkcontrollerv1.Framework), err
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/fake_frameworkcontroller_client.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/fake_frameworkcontroller_client.go
new file mode 100644
index 00000000..7401e10d
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/fake/fake_frameworkcontroller_client.go
@@ -0,0 +1,46 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package fake
+
+import (
+	v1 "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned/typed/frameworkcontroller/v1"
+	rest "k8s.io/client-go/rest"
+	testing "k8s.io/client-go/testing"
+)
+
+type FakeFrameworkcontrollerV1 struct {
+	*testing.Fake
+}
+
+func (c *FakeFrameworkcontrollerV1) Frameworks(namespace string) v1.FrameworkInterface {
+	return &FakeFrameworks{c, namespace}
+}
+
+// RESTClient returns a RESTClient that is used to communicate
+// with API server by this client implementation.
+func (c *FakeFrameworkcontrollerV1) RESTClient() rest.Interface {
+	var ret *rest.RESTClient
+	return ret
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/framework.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/framework.go
new file mode 100644
index 00000000..b3819999
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/framework.go
@@ -0,0 +1,181 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package v1
+
+import (
+	"context"
+	"time"
+
+	v1 "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	scheme "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned/scheme"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	types "k8s.io/apimachinery/pkg/types"
+	watch "k8s.io/apimachinery/pkg/watch"
+	rest "k8s.io/client-go/rest"
+)
+
+// FrameworksGetter has a method to return a FrameworkInterface.
+// A group's client should implement this interface.
+type FrameworksGetter interface {
+	Frameworks(namespace string) FrameworkInterface
+}
+
+// FrameworkInterface has methods to work with Framework resources.
+type FrameworkInterface interface {
+	Create(context.Context, *v1.Framework) (*v1.Framework, error)
+	Update(context.Context, *v1.Framework) (*v1.Framework, error)
+	Delete(ctx context.Context, name string, options *metav1.DeleteOptions) error
+	DeleteCollection(ctx context.Context, options *metav1.DeleteOptions, listOptions metav1.ListOptions) error
+	Get(ctx context.Context, name string, options metav1.GetOptions) (*v1.Framework, error)
+	List(ctx context.Context, opts metav1.ListOptions) (*v1.FrameworkList, error)
+	Watch(ctx context.Context, opts metav1.ListOptions) (watch.Interface, error)
+	Patch(ctx context.Context, name string, pt types.PatchType, data []byte, subresources ...string) (result *v1.Framework, err error)
+	FrameworkExpansion
+}
+
+// frameworks implements FrameworkInterface
+type frameworks struct {
+	client rest.Interface
+	ns     string
+}
+
+// newFrameworks returns a Frameworks
+func newFrameworks(c *FrameworkcontrollerV1Client, namespace string) *frameworks {
+	return &frameworks{
+		client: c.RESTClient(),
+		ns:     namespace,
+	}
+}
+
+// Get takes name of the framework, and returns the corresponding framework object, and an error if there is any.
+func (c *frameworks) Get(ctx context.Context, name string, options metav1.GetOptions) (result *v1.Framework, err error) {
+	result = &v1.Framework{}
+	err = c.client.Get().
+		Namespace(c.ns).
+		Resource("frameworks").
+		Name(name).
+		VersionedParams(&options, scheme.ParameterCodec).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// List takes label and field selectors, and returns the list of Frameworks that match those selectors.
+func (c *frameworks) List(ctx context.Context, opts metav1.ListOptions) (result *v1.FrameworkList, err error) {
+	var timeout time.Duration
+	if opts.TimeoutSeconds != nil {
+		timeout = time.Duration(*opts.TimeoutSeconds) * time.Second
+	}
+	result = &v1.FrameworkList{}
+	err = c.client.Get().
+		Namespace(c.ns).
+		Resource("frameworks").
+		VersionedParams(&opts, scheme.ParameterCodec).
+		Timeout(timeout).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// Watch returns a watch.Interface that watches the requested frameworks.
+func (c *frameworks) Watch(ctx context.Context, opts metav1.ListOptions) (watch.Interface, error) {
+	var timeout time.Duration
+	if opts.TimeoutSeconds != nil {
+		timeout = time.Duration(*opts.TimeoutSeconds) * time.Second
+	}
+	opts.Watch = true
+	return c.client.Get().
+		Namespace(c.ns).
+		Resource("frameworks").
+		VersionedParams(&opts, scheme.ParameterCodec).
+		Timeout(timeout).
+		Watch(ctx)
+}
+
+// Create takes the representation of a framework and creates it.  Returns the server's representation of the framework, and an error, if there is any.
+func (c *frameworks) Create(ctx context.Context, framework *v1.Framework) (result *v1.Framework, err error) {
+	result = &v1.Framework{}
+	err = c.client.Post().
+		Namespace(c.ns).
+		Resource("frameworks").
+		Body(framework).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// Update takes the representation of a framework and updates it. Returns the server's representation of the framework, and an error, if there is any.
+func (c *frameworks) Update(ctx context.Context, framework *v1.Framework) (result *v1.Framework, err error) {
+	result = &v1.Framework{}
+	err = c.client.Put().
+		Namespace(c.ns).
+		Resource("frameworks").
+		Name(framework.Name).
+		Body(framework).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// Delete takes name of the framework and deletes it. Returns an error if one occurs.
+func (c *frameworks) Delete(ctx context.Context, name string, options *metav1.DeleteOptions) error {
+	return c.client.Delete().
+		Namespace(c.ns).
+		Resource("frameworks").
+		Name(name).
+		Body(options).
+		Do(ctx).
+		Error()
+}
+
+// DeleteCollection deletes a collection of objects.
+func (c *frameworks) DeleteCollection(ctx context.Context, options *metav1.DeleteOptions, listOptions metav1.ListOptions) error {
+	var timeout time.Duration
+	if listOptions.TimeoutSeconds != nil {
+		timeout = time.Duration(*listOptions.TimeoutSeconds) * time.Second
+	}
+	return c.client.Delete().
+		Namespace(c.ns).
+		Resource("frameworks").
+		VersionedParams(&listOptions, scheme.ParameterCodec).
+		Timeout(timeout).
+		Body(options).
+		Do(ctx).
+		Error()
+}
+
+// Patch applies the patch and returns the patched framework.
+func (c *frameworks) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, subresources ...string) (result *v1.Framework, err error) {
+	result = &v1.Framework{}
+	err = c.client.Patch(pt).
+		Namespace(c.ns).
+		Resource("frameworks").
+		SubResource(subresources...).
+		Name(name).
+		Body(data).
+		Do(ctx).
+		Into(result)
+	return
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/frameworkcontroller_client.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/frameworkcontroller_client.go
new file mode 100644
index 00000000..6b239c14
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/frameworkcontroller_client.go
@@ -0,0 +1,95 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package v1
+
+import (
+	v1 "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	"github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned/scheme"
+	rest "k8s.io/client-go/rest"
+)
+
+type FrameworkcontrollerV1Interface interface {
+	RESTClient() rest.Interface
+	FrameworksGetter
+}
+
+// FrameworkcontrollerV1Client is used to interact with features provided by the frameworkcontroller.microsoft.com group.
+type FrameworkcontrollerV1Client struct {
+	restClient rest.Interface
+}
+
+func (c *FrameworkcontrollerV1Client) Frameworks(namespace string) FrameworkInterface {
+	return newFrameworks(c, namespace)
+}
+
+// NewForConfig creates a new FrameworkcontrollerV1Client for the given config.
+func NewForConfig(c *rest.Config) (*FrameworkcontrollerV1Client, error) {
+	config := *c
+	if err := setConfigDefaults(&config); err != nil {
+		return nil, err
+	}
+	client, err := rest.RESTClientFor(&config)
+	if err != nil {
+		return nil, err
+	}
+	return &FrameworkcontrollerV1Client{client}, nil
+}
+
+// NewForConfigOrDie creates a new FrameworkcontrollerV1Client for the given config and
+// panics if there is an error in the config.
+func NewForConfigOrDie(c *rest.Config) *FrameworkcontrollerV1Client {
+	client, err := NewForConfig(c)
+	if err != nil {
+		panic(err)
+	}
+	return client
+}
+
+// New creates a new FrameworkcontrollerV1Client for the given RESTClient.
+func New(c rest.Interface) *FrameworkcontrollerV1Client {
+	return &FrameworkcontrollerV1Client{c}
+}
+
+func setConfigDefaults(config *rest.Config) error {
+	gv := v1.SchemeGroupVersion
+	config.GroupVersion = &gv
+	config.APIPath = "/apis"
+	config.NegotiatedSerializer = scheme.Codecs.WithoutConversion()
+
+	if config.UserAgent == "" {
+		config.UserAgent = rest.DefaultKubernetesUserAgent()
+	}
+
+	return nil
+}
+
+// RESTClient returns a RESTClient that is used to communicate
+// with API server by this client implementation.
+func (c *FrameworkcontrollerV1Client) RESTClient() rest.Interface {
+	if c == nil {
+		return nil
+	}
+	return c.restClient
+}
diff --git a/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/generated_expansion.go b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/generated_expansion.go
new file mode 100644
index 00000000..0efb15a9
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/clientset/versioned/typed/frameworkcontroller/v1/generated_expansion.go
@@ -0,0 +1,27 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package v1
+
+type FrameworkExpansion interface{}
diff --git a/src/frameworkcontroller/src/pkg/client/informers/externalversions/factory.go b/src/frameworkcontroller/src/pkg/client/informers/externalversions/factory.go
new file mode 100644
index 00000000..35772d6b
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/informers/externalversions/factory.go
@@ -0,0 +1,186 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by informer-gen. DO NOT EDIT.
+
+package externalversions
+
+import (
+	reflect "reflect"
+	sync "sync"
+	time "time"
+
+	versioned "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned"
+	frameworkcontroller "github.com/microsoft/frameworkcontroller/pkg/client/informers/externalversions/frameworkcontroller"
+	internalinterfaces "github.com/microsoft/frameworkcontroller/pkg/client/informers/externalversions/internalinterfaces"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	runtime "k8s.io/apimachinery/pkg/runtime"
+	schema "k8s.io/apimachinery/pkg/runtime/schema"
+	cache "k8s.io/client-go/tools/cache"
+)
+
+// SharedInformerOption defines the functional option type for SharedInformerFactory.
+type SharedInformerOption func(*sharedInformerFactory) *sharedInformerFactory
+
+type sharedInformerFactory struct {
+	client           versioned.Interface
+	namespace        string
+	tweakListOptions internalinterfaces.TweakListOptionsFunc
+	lock             sync.Mutex
+	defaultResync    time.Duration
+	customResync     map[reflect.Type]time.Duration
+
+	informers map[reflect.Type]cache.SharedIndexInformer
+	// startedInformers is used for tracking which informers have been started.
+	// This allows Start() to be called multiple times safely.
+	startedInformers map[reflect.Type]bool
+}
+
+// WithCustomResyncConfig sets a custom resync period for the specified informer types.
+func WithCustomResyncConfig(resyncConfig map[v1.Object]time.Duration) SharedInformerOption {
+	return func(factory *sharedInformerFactory) *sharedInformerFactory {
+		for k, v := range resyncConfig {
+			factory.customResync[reflect.TypeOf(k)] = v
+		}
+		return factory
+	}
+}
+
+// WithTweakListOptions sets a custom filter on all listers of the configured SharedInformerFactory.
+func WithTweakListOptions(tweakListOptions internalinterfaces.TweakListOptionsFunc) SharedInformerOption {
+	return func(factory *sharedInformerFactory) *sharedInformerFactory {
+		factory.tweakListOptions = tweakListOptions
+		return factory
+	}
+}
+
+// WithNamespace limits the SharedInformerFactory to the specified namespace.
+func WithNamespace(namespace string) SharedInformerOption {
+	return func(factory *sharedInformerFactory) *sharedInformerFactory {
+		factory.namespace = namespace
+		return factory
+	}
+}
+
+// NewSharedInformerFactory constructs a new instance of sharedInformerFactory for all namespaces.
+func NewSharedInformerFactory(client versioned.Interface, defaultResync time.Duration) SharedInformerFactory {
+	return NewSharedInformerFactoryWithOptions(client, defaultResync)
+}
+
+// NewFilteredSharedInformerFactory constructs a new instance of sharedInformerFactory.
+// Listers obtained via this SharedInformerFactory will be subject to the same filters
+// as specified here.
+// Deprecated: Please use NewSharedInformerFactoryWithOptions instead
+func NewFilteredSharedInformerFactory(client versioned.Interface, defaultResync time.Duration, namespace string, tweakListOptions internalinterfaces.TweakListOptionsFunc) SharedInformerFactory {
+	return NewSharedInformerFactoryWithOptions(client, defaultResync, WithNamespace(namespace), WithTweakListOptions(tweakListOptions))
+}
+
+// NewSharedInformerFactoryWithOptions constructs a new instance of a SharedInformerFactory with additional options.
+func NewSharedInformerFactoryWithOptions(client versioned.Interface, defaultResync time.Duration, options ...SharedInformerOption) SharedInformerFactory {
+	factory := &sharedInformerFactory{
+		client:           client,
+		namespace:        v1.NamespaceAll,
+		defaultResync:    defaultResync,
+		informers:        make(map[reflect.Type]cache.SharedIndexInformer),
+		startedInformers: make(map[reflect.Type]bool),
+		customResync:     make(map[reflect.Type]time.Duration),
+	}
+
+	// Apply all options
+	for _, opt := range options {
+		factory = opt(factory)
+	}
+
+	return factory
+}
+
+// Start initializes all requested informers.
+func (f *sharedInformerFactory) Start(stopCh <-chan struct{}) {
+	f.lock.Lock()
+	defer f.lock.Unlock()
+
+	for informerType, informer := range f.informers {
+		if !f.startedInformers[informerType] {
+			go informer.Run(stopCh)
+			f.startedInformers[informerType] = true
+		}
+	}
+}
+
+// WaitForCacheSync waits for all started informers' cache were synced.
+func (f *sharedInformerFactory) WaitForCacheSync(stopCh <-chan struct{}) map[reflect.Type]bool {
+	informers := func() map[reflect.Type]cache.SharedIndexInformer {
+		f.lock.Lock()
+		defer f.lock.Unlock()
+
+		informers := map[reflect.Type]cache.SharedIndexInformer{}
+		for informerType, informer := range f.informers {
+			if f.startedInformers[informerType] {
+				informers[informerType] = informer
+			}
+		}
+		return informers
+	}()
+
+	res := map[reflect.Type]bool{}
+	for informType, informer := range informers {
+		res[informType] = cache.WaitForCacheSync(stopCh, informer.HasSynced)
+	}
+	return res
+}
+
+// InternalInformerFor returns the SharedIndexInformer for obj using an internal
+// client.
+func (f *sharedInformerFactory) InformerFor(obj runtime.Object, newFunc internalinterfaces.NewInformerFunc) cache.SharedIndexInformer {
+	f.lock.Lock()
+	defer f.lock.Unlock()
+
+	informerType := reflect.TypeOf(obj)
+	informer, exists := f.informers[informerType]
+	if exists {
+		return informer
+	}
+
+	resyncPeriod, exists := f.customResync[informerType]
+	if !exists {
+		resyncPeriod = f.defaultResync
+	}
+
+	informer = newFunc(f.client, resyncPeriod)
+	f.informers[informerType] = informer
+
+	return informer
+}
+
+// SharedInformerFactory provides shared informers for resources in all known
+// API group versions.
+type SharedInformerFactory interface {
+	internalinterfaces.SharedInformerFactory
+	ForResource(resource schema.GroupVersionResource) (GenericInformer, error)
+	WaitForCacheSync(stopCh <-chan struct{}) map[reflect.Type]bool
+
+	Frameworkcontroller() frameworkcontroller.Interface
+}
+
+func (f *sharedInformerFactory) Frameworkcontroller() frameworkcontroller.Interface {
+	return frameworkcontroller.New(f, f.namespace, f.tweakListOptions)
+}
diff --git a/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/interface.go b/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/interface.go
new file mode 100644
index 00000000..6cd53f27
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/interface.go
@@ -0,0 +1,52 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by informer-gen. DO NOT EDIT.
+
+package frameworkcontroller
+
+import (
+	v1 "github.com/microsoft/frameworkcontroller/pkg/client/informers/externalversions/frameworkcontroller/v1"
+	internalinterfaces "github.com/microsoft/frameworkcontroller/pkg/client/informers/externalversions/internalinterfaces"
+)
+
+// Interface provides access to each of this group's versions.
+type Interface interface {
+	// V1 provides access to shared informers for resources in V1.
+	V1() v1.Interface
+}
+
+type group struct {
+	factory          internalinterfaces.SharedInformerFactory
+	namespace        string
+	tweakListOptions internalinterfaces.TweakListOptionsFunc
+}
+
+// New returns a new Interface.
+func New(f internalinterfaces.SharedInformerFactory, namespace string, tweakListOptions internalinterfaces.TweakListOptionsFunc) Interface {
+	return &group{factory: f, namespace: namespace, tweakListOptions: tweakListOptions}
+}
+
+// V1 returns a new v1.Interface.
+func (g *group) V1() v1.Interface {
+	return v1.New(g.factory, g.namespace, g.tweakListOptions)
+}
diff --git a/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/v1/framework.go b/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/v1/framework.go
new file mode 100644
index 00000000..de56b8c2
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/v1/framework.go
@@ -0,0 +1,98 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by informer-gen. DO NOT EDIT.
+
+package v1
+
+import (
+	time "time"
+	context "context"
+
+	frameworkcontrollerv1 "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	versioned "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned"
+	internalinterfaces "github.com/microsoft/frameworkcontroller/pkg/client/informers/externalversions/internalinterfaces"
+	v1 "github.com/microsoft/frameworkcontroller/pkg/client/listers/frameworkcontroller/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	runtime "k8s.io/apimachinery/pkg/runtime"
+	watch "k8s.io/apimachinery/pkg/watch"
+	cache "k8s.io/client-go/tools/cache"
+	common "github.com/microsoft/frameworkcontroller/pkg/common"
+)
+
+// FrameworkInformer provides access to a shared informer and lister for
+// Frameworks.
+type FrameworkInformer interface {
+	Informer() cache.SharedIndexInformer
+	Lister() v1.FrameworkLister
+}
+
+type frameworkInformer struct {
+	factory          internalinterfaces.SharedInformerFactory
+	tweakListOptions internalinterfaces.TweakListOptionsFunc
+	namespace        string
+}
+
+// NewFrameworkInformer constructs a new informer for Framework type.
+// Always prefer using an informer factory to get a shared informer instead of getting an independent
+// one. This reduces memory footprint and number of connections to the server.
+func NewFrameworkInformer(client versioned.Interface, namespace string, resyncPeriod time.Duration, indexers cache.Indexers) cache.SharedIndexInformer {
+	return NewFilteredFrameworkInformer(client, namespace, resyncPeriod, indexers, nil)
+}
+
+// NewFilteredFrameworkInformer constructs a new informer for Framework type.
+// Always prefer using an informer factory to get a shared informer instead of getting an independent
+// one. This reduces memory footprint and number of connections to the server.
+func NewFilteredFrameworkInformer(client versioned.Interface, namespace string, resyncPeriod time.Duration, indexers cache.Indexers, tweakListOptions internalinterfaces.TweakListOptionsFunc) cache.SharedIndexInformer {
+	ctx := common.ContextWithCancelOnSignal(context.Background())
+	return cache.NewSharedIndexInformer(
+		&cache.ListWatch{
+			ListFunc: func(options metav1.ListOptions) (runtime.Object, error) {
+				if tweakListOptions != nil {
+					tweakListOptions(&options)
+				}
+				return client.FrameworkcontrollerV1().Frameworks(namespace).List(ctx, options)
+			},
+			WatchFunc: func(options metav1.ListOptions) (watch.Interface, error) {
+				if tweakListOptions != nil {
+					tweakListOptions(&options)
+				}
+				return client.FrameworkcontrollerV1().Frameworks(namespace).Watch(ctx, options)
+			},
+		},
+		&frameworkcontrollerv1.Framework{},
+		resyncPeriod,
+		indexers,
+	)
+}
+
+func (f *frameworkInformer) defaultInformer(client versioned.Interface, resyncPeriod time.Duration) cache.SharedIndexInformer {
+	return NewFilteredFrameworkInformer(client, f.namespace, resyncPeriod, cache.Indexers{cache.NamespaceIndex: cache.MetaNamespaceIndexFunc}, f.tweakListOptions)
+}
+
+func (f *frameworkInformer) Informer() cache.SharedIndexInformer {
+	return f.factory.InformerFor(&frameworkcontrollerv1.Framework{}, f.defaultInformer)
+}
+
+func (f *frameworkInformer) Lister() v1.FrameworkLister {
+	return v1.NewFrameworkLister(f.Informer().GetIndexer())
+}
diff --git a/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/v1/interface.go b/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/v1/interface.go
new file mode 100644
index 00000000..f011db22
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/informers/externalversions/frameworkcontroller/v1/interface.go
@@ -0,0 +1,51 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by informer-gen. DO NOT EDIT.
+
+package v1
+
+import (
+	internalinterfaces "github.com/microsoft/frameworkcontroller/pkg/client/informers/externalversions/internalinterfaces"
+)
+
+// Interface provides access to all the informers in this group version.
+type Interface interface {
+	// Frameworks returns a FrameworkInformer.
+	Frameworks() FrameworkInformer
+}
+
+type version struct {
+	factory          internalinterfaces.SharedInformerFactory
+	namespace        string
+	tweakListOptions internalinterfaces.TweakListOptionsFunc
+}
+
+// New returns a new Interface.
+func New(f internalinterfaces.SharedInformerFactory, namespace string, tweakListOptions internalinterfaces.TweakListOptionsFunc) Interface {
+	return &version{factory: f, namespace: namespace, tweakListOptions: tweakListOptions}
+}
+
+// Frameworks returns a FrameworkInformer.
+func (v *version) Frameworks() FrameworkInformer {
+	return &frameworkInformer{factory: v.factory, namespace: v.namespace, tweakListOptions: v.tweakListOptions}
+}
diff --git a/src/frameworkcontroller/src/pkg/client/informers/externalversions/generic.go b/src/frameworkcontroller/src/pkg/client/informers/externalversions/generic.go
new file mode 100644
index 00000000..47efb9f3
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/informers/externalversions/generic.go
@@ -0,0 +1,68 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by informer-gen. DO NOT EDIT.
+
+package externalversions
+
+import (
+	"fmt"
+
+	v1 "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	schema "k8s.io/apimachinery/pkg/runtime/schema"
+	cache "k8s.io/client-go/tools/cache"
+)
+
+// GenericInformer is type of SharedIndexInformer which will locate and delegate to other
+// sharedInformers based on type
+type GenericInformer interface {
+	Informer() cache.SharedIndexInformer
+	Lister() cache.GenericLister
+}
+
+type genericInformer struct {
+	informer cache.SharedIndexInformer
+	resource schema.GroupResource
+}
+
+// Informer returns the SharedIndexInformer.
+func (f *genericInformer) Informer() cache.SharedIndexInformer {
+	return f.informer
+}
+
+// Lister returns the GenericLister.
+func (f *genericInformer) Lister() cache.GenericLister {
+	return cache.NewGenericLister(f.Informer().GetIndexer(), f.resource)
+}
+
+// ForResource gives generic access to a shared informer of the matching type
+// TODO extend this to unknown resources with a client pool
+func (f *sharedInformerFactory) ForResource(resource schema.GroupVersionResource) (GenericInformer, error) {
+	switch resource {
+	// Group=frameworkcontroller.microsoft.com, Version=v1
+	case v1.SchemeGroupVersion.WithResource("frameworks"):
+		return &genericInformer{resource: resource.GroupResource(), informer: f.Frameworkcontroller().V1().Frameworks().Informer()}, nil
+
+	}
+
+	return nil, fmt.Errorf("no informer found for %v", resource)
+}
diff --git a/src/frameworkcontroller/src/pkg/client/informers/externalversions/internalinterfaces/factory_interfaces.go b/src/frameworkcontroller/src/pkg/client/informers/externalversions/internalinterfaces/factory_interfaces.go
new file mode 100644
index 00000000..75d478a9
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/informers/externalversions/internalinterfaces/factory_interfaces.go
@@ -0,0 +1,46 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by informer-gen. DO NOT EDIT.
+
+package internalinterfaces
+
+import (
+	time "time"
+
+	versioned "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	runtime "k8s.io/apimachinery/pkg/runtime"
+	cache "k8s.io/client-go/tools/cache"
+)
+
+// NewInformerFunc takes versioned.Interface and time.Duration to return a SharedIndexInformer.
+type NewInformerFunc func(versioned.Interface, time.Duration) cache.SharedIndexInformer
+
+// SharedInformerFactory a small interface to allow for adding an informer without an import cycle
+type SharedInformerFactory interface {
+	Start(stopCh <-chan struct{})
+	InformerFor(obj runtime.Object, newFunc NewInformerFunc) cache.SharedIndexInformer
+}
+
+// TweakListOptionsFunc is a function that transforms a v1.ListOptions.
+type TweakListOptionsFunc func(*v1.ListOptions)
diff --git a/src/frameworkcontroller/src/pkg/client/listers/frameworkcontroller/v1/expansion_generated.go b/src/frameworkcontroller/src/pkg/client/listers/frameworkcontroller/v1/expansion_generated.go
new file mode 100644
index 00000000..aeb988cd
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/listers/frameworkcontroller/v1/expansion_generated.go
@@ -0,0 +1,33 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by lister-gen. DO NOT EDIT.
+
+package v1
+
+// FrameworkListerExpansion allows custom methods to be added to
+// FrameworkLister.
+type FrameworkListerExpansion interface{}
+
+// FrameworkNamespaceListerExpansion allows custom methods to be added to
+// FrameworkNamespaceLister.
+type FrameworkNamespaceListerExpansion interface{}
diff --git a/src/frameworkcontroller/src/pkg/client/listers/frameworkcontroller/v1/framework.go b/src/frameworkcontroller/src/pkg/client/listers/frameworkcontroller/v1/framework.go
new file mode 100644
index 00000000..dfb3ed5f
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/client/listers/frameworkcontroller/v1/framework.go
@@ -0,0 +1,100 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+// Code generated by lister-gen. DO NOT EDIT.
+
+package v1
+
+import (
+	v1 "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	"k8s.io/apimachinery/pkg/api/errors"
+	"k8s.io/apimachinery/pkg/labels"
+	"k8s.io/client-go/tools/cache"
+)
+
+// FrameworkLister helps list Frameworks.
+type FrameworkLister interface {
+	// List lists all Frameworks in the indexer.
+	List(selector labels.Selector) (ret []*v1.Framework, err error)
+	// Frameworks returns an object that can list and get Frameworks.
+	Frameworks(namespace string) FrameworkNamespaceLister
+	FrameworkListerExpansion
+}
+
+// frameworkLister implements the FrameworkLister interface.
+type frameworkLister struct {
+	indexer cache.Indexer
+}
+
+// NewFrameworkLister returns a new FrameworkLister.
+func NewFrameworkLister(indexer cache.Indexer) FrameworkLister {
+	return &frameworkLister{indexer: indexer}
+}
+
+// List lists all Frameworks in the indexer.
+func (s *frameworkLister) List(selector labels.Selector) (ret []*v1.Framework, err error) {
+	err = cache.ListAll(s.indexer, selector, func(m interface{}) {
+		ret = append(ret, m.(*v1.Framework))
+	})
+	return ret, err
+}
+
+// Frameworks returns an object that can list and get Frameworks.
+func (s *frameworkLister) Frameworks(namespace string) FrameworkNamespaceLister {
+	return frameworkNamespaceLister{indexer: s.indexer, namespace: namespace}
+}
+
+// FrameworkNamespaceLister helps list and get Frameworks.
+type FrameworkNamespaceLister interface {
+	// List lists all Frameworks in the indexer for a given namespace.
+	List(selector labels.Selector) (ret []*v1.Framework, err error)
+	// Get retrieves the Framework from the indexer for a given namespace and name.
+	Get(name string) (*v1.Framework, error)
+	FrameworkNamespaceListerExpansion
+}
+
+// frameworkNamespaceLister implements the FrameworkNamespaceLister
+// interface.
+type frameworkNamespaceLister struct {
+	indexer   cache.Indexer
+	namespace string
+}
+
+// List lists all Frameworks in the indexer for a given namespace.
+func (s frameworkNamespaceLister) List(selector labels.Selector) (ret []*v1.Framework, err error) {
+	err = cache.ListAllByNamespace(s.indexer, s.namespace, selector, func(m interface{}) {
+		ret = append(ret, m.(*v1.Framework))
+	})
+	return ret, err
+}
+
+// Get retrieves the Framework from the indexer for a given namespace and name.
+func (s frameworkNamespaceLister) Get(name string) (*v1.Framework, error) {
+	obj, exists, err := s.indexer.GetByKey(s.namespace + "/" + name)
+	if err != nil {
+		return nil, err
+	}
+	if !exists {
+		return nil, errors.NewNotFound(v1.Resource("framework"), name)
+	}
+	return obj.(*v1.Framework), nil
+}
diff --git a/src/frameworkcontroller/src/pkg/common/types.go b/src/frameworkcontroller/src/pkg/common/types.go
new file mode 100644
index 00000000..a018b152
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/common/types.go
@@ -0,0 +1,76 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package common
+
+import (
+	"k8s.io/klog"
+)
+
+type Empty struct{}
+type T interface{}
+
+type Set struct {
+	items map[T]Empty
+}
+
+func NewSet(items ...T) Set {
+	s := Set{items: map[T]Empty{}}
+	for _, item := range items {
+		s.Add(item)
+	}
+	return s
+}
+
+func (s Set) Contains(item T) bool {
+	_, exists := s.items[item]
+	return exists
+}
+
+func (s Set) Add(item T) Set {
+	s.items[item] = Empty{}
+	return s
+}
+
+func (s Set) Delete(item T) Set {
+	delete(s.items, item)
+	return s
+}
+
+type ImmutableSet struct {
+	set Set
+}
+
+func NewImmutableSet(items ...T) ImmutableSet {
+	return ImmutableSet{set: NewSet(items...)}
+}
+
+func (s ImmutableSet) Contains(item T) bool {
+	return s.set.Contains(item)
+}
+
+type KlogWriter struct{}
+
+func (w KlogWriter) Write(data []byte) (n int, err error) {
+	klog.InfoDepth(1, string(data))
+	return len(data), nil
+}
diff --git a/src/frameworkcontroller/src/pkg/common/utils.go b/src/frameworkcontroller/src/pkg/common/utils.go
new file mode 100644
index 00000000..3a9a7315
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/common/utils.go
@@ -0,0 +1,322 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package common
+
+import (
+	"bytes"
+	"compress/gzip"
+	"context"
+	"encoding/json"
+	"flag"
+	"fmt"
+	"io/ioutil"
+	"log"
+	"math/rand"
+	"os"
+	"os/signal"
+	"syscall"
+	"time"
+
+	errorWrap "github.com/pkg/errors"
+	"gopkg.in/yaml.v2"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+	"k8s.io/klog"
+)
+
+func Quote(s string) string {
+	return `"` + s + `"`
+}
+
+func ReferEnvVar(name string) string {
+	return "$(" + name + ")"
+}
+
+func ReferPlaceholder(name string) string {
+	return "{{" + name + "}}"
+}
+
+func MinInt32(x, y int32) int32 {
+	if x < y {
+		return x
+	} else {
+		return y
+	}
+}
+
+func MaxInt32(x, y int32) int32 {
+	if x > y {
+		return x
+	} else {
+		return y
+	}
+}
+
+func EqualsPtrInt64(x, y *int64) bool {
+	if x == y {
+		return true
+	} else if x == nil {
+		return false
+	} else if y == nil {
+		return false
+	} else {
+		return *x == *y
+	}
+}
+
+func DeepCopyInt64(o *int64) *int64 {
+	if o == nil {
+		return o
+	} else {
+		return PtrInt64(*o)
+	}
+}
+
+func PtrString(o string) *string {
+	return &o
+}
+
+func PtrInt32(o int32) *int32 {
+	return &o
+}
+
+func NilInt32() *int32 {
+	return nil
+}
+
+func PtrInt64(o int64) *int64 {
+	return &o
+}
+
+func PtrFloat32(o float32) *float32 {
+	return &o
+}
+
+func PtrFloat64(o float64) *float64 {
+	return &o
+}
+
+func PtrBool(o bool) *bool {
+	return &o
+}
+
+func NilBool() *bool {
+	return nil
+}
+
+func PtrUID(o types.UID) *types.UID {
+	return &o
+}
+
+func PtrUIDStr(s string) *types.UID {
+	return PtrUID(types.UID(s))
+}
+
+func PtrDeletionPropagation(o meta.DeletionPropagation) *meta.DeletionPropagation {
+	return &o
+}
+
+func PtrTime(o meta.Time) *meta.Time {
+	return &o
+}
+
+func PtrNow() *meta.Time {
+	now := meta.Now()
+	return &now
+}
+
+func SecToDuration(sec *int64) time.Duration {
+	return time.Duration(*sec) * time.Second
+}
+
+func IsTimeout(leftDuration time.Duration) bool {
+	// Align with the AddAfter method of the workqueue
+	return leftDuration <= 0
+}
+
+func CurrentLeftDuration(startTime meta.Time, timeoutSec *int64) time.Duration {
+	currentDuration := time.Since(startTime.Time)
+	timeoutDuration := SecToDuration(timeoutSec)
+	leftDuration := timeoutDuration - currentDuration
+	return leftDuration
+}
+
+func InitAll() {
+	InitLogger()
+	InitRandSeed()
+}
+
+func InitLogger() {
+	// Defaulting
+	klog.InitFlags(flag.CommandLine)
+	flag.Set("v", "2")
+
+	// Configure klog from command line
+	flag.Parse()
+
+	// Only support stderr logging and not support file logging.
+	// To achieve file logging, user can redirect the stderr to file and rotate the
+	// file to avoid out of disk.
+	// This is because currently file logging in klog has some limitations:
+	// 1. klog will never remove old files even if the log_file_max_size is exceeded.
+	//    So, the total log data size cannot be limited.
+	// 2. We do not have the chance to flush log to file, if a panic is called in
+	//    an unmanaged goroutine and no one can recover it in the goroutine.
+	//    So, even if the log about the panic itself can be lost.
+	flag.Set("logtostderr", "true")
+	flag.Set("alsologtostderr", "true")
+	flag.Set("stderrthreshold", "INFO")
+	klog.SetOutput(ioutil.Discard)
+
+	// Redirect the default golang log to klog
+	log.SetOutput(KlogWriter{})
+	log.SetFlags(0)
+}
+
+func InitRandSeed() {
+	rand.Seed(time.Now().UTC().UnixNano())
+}
+
+func NewStopChannel() <-chan struct{} {
+	stopCh := make(chan struct{})
+
+	// Stop on shutdown signal:
+	// Must be a buffered channel, otherwise the shutdown signal may be lost.
+	shutdownCh := make(chan os.Signal, 1)
+	signal.Notify(shutdownCh, syscall.SIGINT, syscall.SIGTERM)
+	go func() {
+		s := <-shutdownCh
+		klog.Warningf("Received shutdown signal: %v", s)
+		close(stopCh)
+	}()
+
+	return stopCh
+}
+
+// Rand in range [min, max]
+func RandInt64(min int64, max int64) int64 {
+	return min + rand.Int63n(max-min+1)
+}
+
+func SprintPtrInt32(obj *int32) string {
+	if obj == nil {
+		return fmt.Sprintf("%v", obj)
+	} else {
+		return fmt.Sprintf("%v", *obj)
+	}
+}
+
+func ToYaml(obj interface{}) string {
+	yamlBytes, err := yaml.Marshal(obj)
+	if err != nil {
+		panic(fmt.Errorf("Failed to marshal Object %#v to YAML: %v", obj, err))
+	}
+	return string(yamlBytes)
+}
+
+func FromYaml(yamlStr string, objAddr interface{}) {
+	err := yaml.Unmarshal([]byte(yamlStr), objAddr)
+	if err != nil {
+		panic(fmt.Errorf("Failed to unmarshal YAML %#v to Object: %v", yamlStr, err))
+	}
+}
+
+func ToJson(obj interface{}) string {
+	jsonBytes, err := json.Marshal(obj)
+	if err != nil {
+		panic(fmt.Errorf("Failed to marshal Object %#v to JSON: %v", obj, err))
+	}
+	return string(jsonBytes)
+}
+
+func FromJson(jsonStr string, objAddr interface{}) {
+	err := json.Unmarshal([]byte(jsonStr), objAddr)
+	if err != nil {
+		panic(fmt.Errorf("Failed to unmarshal JSON %#v to Object: %v", jsonStr, err))
+	}
+}
+
+func Compress(rawStr string) ([]byte, error) {
+	compressedBuffer := &bytes.Buffer{}
+	compressor := gzip.NewWriter(compressedBuffer)
+	if _, err := compressor.Write([]byte(rawStr)); err != nil {
+		return nil, fmt.Errorf(
+			"Failed to compress %#v when writing: %v",
+			rawStr, err)
+	} else {
+		if err := compressor.Close(); err != nil {
+			return nil, fmt.Errorf(
+				"Failed to compress %#v when closing: %v",
+				rawStr, err)
+		} else {
+			return compressedBuffer.Bytes(), nil
+		}
+	}
+}
+
+func Decompress(compressedBytes []byte) (string, error) {
+	compressedReader := bytes.NewReader(compressedBytes)
+	if decompressor, err := gzip.NewReader(compressedReader); err != nil {
+		return "", fmt.Errorf(
+			"Failed to decompress %#v when initializing: %v",
+			compressedBytes, err)
+	} else {
+		if rawBytes, err := ioutil.ReadAll(decompressor); err != nil {
+			return "", fmt.Errorf(
+				"Failed to decompress %#v when reading: %v",
+				compressedBytes, err)
+		} else {
+			return string(rawBytes), nil
+		}
+	}
+}
+
+func GetErrorCause(err error) error {
+	causeErr := errorWrap.Cause(err)
+	if causeErr == nil {
+		return err
+	} else {
+		return causeErr
+	}
+}
+
+func ContextWithCancelOnSignal(ctx context.Context) context.Context {
+	// Create a context with cancellation
+	ctx, cancel := context.WithCancel(context.Background())
+
+	// Listen for SIGINT and SIGTERM signals
+	signalCh := make(chan os.Signal, 1)
+	signal.Notify(signalCh, syscall.SIGINT, syscall.SIGTERM)
+
+	// Goroutine to handle signals
+	go func() {
+		select {
+		case <-signalCh:
+			cancel() // Cancel the context upon receiving signal
+		case <-ctx.Done():
+			// Context canceled, exiting signal handler
+			return
+		}
+	}()
+	return ctx
+}
diff --git a/src/frameworkcontroller/src/pkg/controller/controller.go b/src/frameworkcontroller/src/pkg/controller/controller.go
new file mode 100644
index 00000000..30f184b2
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/controller/controller.go
@@ -0,0 +1,2398 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package controller
+
+import (
+	"context"
+	"fmt"
+	"reflect"
+	"sync"
+	"time"
+
+	ci "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	frameworkClient "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned"
+	frameworkInformer "github.com/microsoft/frameworkcontroller/pkg/client/informers/externalversions"
+	frameworkLister "github.com/microsoft/frameworkcontroller/pkg/client/listers/frameworkcontroller/v1"
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+	"github.com/microsoft/frameworkcontroller/pkg/internal"
+	errorWrap "github.com/pkg/errors"
+	core "k8s.io/api/core/v1"
+	apiErrors "k8s.io/apimachinery/pkg/api/errors"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+	errorAgg "k8s.io/apimachinery/pkg/util/errors"
+	"k8s.io/apimachinery/pkg/util/runtime"
+	"k8s.io/apimachinery/pkg/util/wait"
+	kubeInformer "k8s.io/client-go/informers"
+	kubeClient "k8s.io/client-go/kubernetes"
+	coreLister "k8s.io/client-go/listers/core/v1"
+	"k8s.io/client-go/rest"
+	"k8s.io/client-go/tools/cache"
+	"k8s.io/client-go/util/retry"
+	"k8s.io/client-go/util/workqueue"
+	"k8s.io/klog"
+)
+
+// FrameworkController maintains the lifecycle for all Frameworks in the cluster.
+// It is the engine to transition the Framework.Status and other Framework related
+// objects to satisfy the Framework.Spec eventually.
+type FrameworkController struct {
+	kConfig *rest.Config
+	cConfig *ci.Config
+
+	// Client is used to write remote objects in ApiServer.
+	// Remote objects are up-to-date and is writable.
+	//
+	// To read objects, it is better to use Lister instead of Client, since the
+	// Lister is cached and the cache is the ground truth of other managed objects.
+	//
+	// Write remote objects cannot immediately change the local cached ground truth,
+	// so, it is just a hint to drive the ground truth changes, and a complete write
+	// should wait until the local cached objects reflect the write.
+	//
+	// Client already has retry policy to retry for most transient failures.
+	// Client write failure does not mean the write does not succeed on remote, the
+	// failure may be due to the success response is just failed to deliver to the
+	// Client.
+	kClient kubeClient.Interface
+	fClient frameworkClient.Interface
+
+	// Informer is used to sync remote objects to local cached objects, and then
+	// deliver corresponding events of the object changes.
+	//
+	// The event delivery for an object is level driven instead of edge driven,
+	// and the object is identified by its name instead of its UID.
+	// For example:
+	// 1. Informer may not deliver any event if a create is immediately followed
+	//    by a delete.
+	// 2. Informer may deliver an Update event with UID changed if a delete is
+	//    immediately followed by a create.
+	cmInformer  cache.SharedIndexInformer
+	podInformer cache.SharedIndexInformer
+	fInformer   cache.SharedIndexInformer
+
+	// Lister is used to read local cached objects in Informer.
+	// Local cached objects may be outdated and is not writable.
+	//
+	// Outdated means current local cached objects may not reflect previous Client
+	// remote writes.
+	// For example, in previous round of syncFramework, Client created a Pod on
+	// remote, however, in current round of syncFramework, the Pod may not appear
+	// in the local cache, i.e. the local cached Pod is outdated.
+	//
+	// The local cached Framework.Status may be also outdated, so we take the
+	// expected Framework.Status instead of the local cached one as the ground
+	// truth of Framework.Status.
+	//
+	// The events of object changes are aligned with local cache, so we take the
+	// local cached object instead of the remote one as the ground truth of
+	// other managed objects except for the Framework.Status.
+	// The outdated other managed object can be avoided by sync it only after the
+	// remote write is also reflected in the local cache.
+	cmLister  coreLister.ConfigMapLister
+	podLister coreLister.PodLister
+	fLister   frameworkLister.FrameworkLister
+
+	// Queue is used to decouple items delivery and processing, i.e. control
+	// how items are scheduled and distributed to process.
+	// The items may come from Informer's events, or Controller's events, etc.
+	//
+	// It is not strictly FIFO because its Add method will only enqueue an item
+	// if it is not already in the queue, i.e. the queue is deduplicated.
+	// In fact, it is a FIFO pending set combined with a processing set instead of
+	// a standard queue, i.e. a strict FIFO data structure.
+	// So, even if we only allow to start a single worker, we cannot ensure all items
+	// in the queue will be processed in FIFO order.
+	// Finally, in any case, processing later enqueued item should not depend on the
+	// result of processing previous enqueued item.
+	//
+	// However, it can be used to provide a processing lock for every different items
+	// in the queue, i.e. the same item will not be processed concurrently, even in
+	// the face of multiple concurrent workers.
+	// Note, different items may still be processed concurrently in the face of
+	// multiple concurrent workers. So, processing different items should modify
+	// different objects to avoid additional concurrency control.
+	//
+	// Given above queue behaviors, we can choose to enqueue what kind of items:
+	// 1. Framework Key
+	//    Support multiple concurrent workers, but processing is coarse grained.
+	//    Good at managing many small scale Frameworks.
+	//    More idiomatic and easy to implement.
+	// 2. All Managed Object Keys, such as Framework Key, Pod Key, etc
+	//    Only support single worker, but processing is fine grained.
+	//    Good at managing few large scale Frameworks.
+	// 3. Events, such as [Pod p is added to Framework f]
+	//    Only support single worker, and processing is fine grained.
+	//    Good at managing few large scale Frameworks.
+	// 4. Objects, such as Framework Object
+	//    Only support single worker.
+	//    Compared with local cached objects, the dequeued objects may be outdated.
+	//    Internally, item will be used as map key, so objects means low performance.
+	// Finally, we choose choice 1, so it is a Framework Key Queue.
+	//
+	// Processing is coarse grained:
+	// Framework Key as item cannot differentiate Framework events, even for Add,
+	// Update and Delete Framework event.
+	// Besides, the dequeued item may be outdated compared the local cached one.
+	// So, we can coarsen Add, Update and Delete event as a single Update event,
+	// enqueue the Framework Key, and until the Framework Key is dequeued and started
+	// to process, we refine the Update event to Add, Update or Delete event.
+	//
+	// Framework Key in queue should be valid, i.e. it can be SplitKey successfully.
+	//
+	// Enqueue a Framework Key means schedule a syncFramework for the Framework,
+	// no matter the Framework's objects changed or not.
+	//
+	// Methods:
+	// Add:
+	//   Only keep the earliest item to dequeue:
+	//   The item will only be enqueued if it is not already in the queue.
+	// AddAfter:
+	//   Only keep the earliest item to Add:
+	//   The item may be Added before the duration elapsed, such as the same item
+	//   is AddedAfter later with an earlier duration.
+	fQueue workqueue.RateLimitingInterface
+
+	// fExpectedStatusInfos is used to store the expected Framework.Status info for
+	// all Frameworks.
+	// See ExpectedFrameworkStatusInfo.
+	//
+	// Framework Key -> The expected Framework.Status info
+	// Using sync.Map instead of RWMutex + map[string]*ExpectedFrameworkStatusInfo,
+	// because we can ensure the same item will not be processed concurrently.
+	fExpectedStatusInfos *sync.Map
+}
+
+type ExpectedFrameworkStatusInfo struct {
+	// The expected Framework.Status.
+	// It is the ground truth Framework.Status that the remote and the local cached
+	// Framework.Status are expected to be.
+	//
+	// It is used to sync against the local cached Framework.Spec and the local
+	// cached other related objects, and it helps to ensure the Framework.Status is
+	// Monotonically Exposed.
+	// Note, the local cached Framework.Status may be outdated compared with the
+	// remote one, so without the it, the local cached Framework.Status is not
+	// enough to ensure the Framework.Status is Monotonically Exposed.
+	// See FrameworkStatus.
+	status *ci.FrameworkStatus
+
+	// The Framework.UID of the expected Framework.Status.
+	uid types.UID
+
+	// Whether the expected Framework.Status is the same as the remote one.
+	// It helps to ensure the expected Framework.Status is persisted before sync.
+	remoteSynced bool
+}
+
+func NewFrameworkController() *FrameworkController {
+	klog.Infof("Initializing " + ci.ComponentName)
+
+	cConfig := ci.NewConfig()
+	klog.Infof("With Config: \n%v", common.ToYaml(cConfig))
+	ci.AppendCompletionCodeInfos(cConfig.PodFailureSpec)
+
+	kConfig := ci.BuildKubeConfig(cConfig)
+	kClient, fClient := internal.CreateClients(kConfig)
+
+	// Informer resync will periodically replay the event of all objects stored in its cache.
+	// However, by design, Informer and Controller should not miss any event.
+	// So, we should disable resync to avoid hiding missing event bugs inside Controller.
+	cmListerInformer := kubeInformer.NewSharedInformerFactory(kClient, 0).Core().V1().ConfigMaps()
+	podListerInformer := kubeInformer.NewSharedInformerFactory(kClient, 0).Core().V1().Pods()
+	fListerInformer := frameworkInformer.NewSharedInformerFactory(fClient, 0).Frameworkcontroller().V1().Frameworks()
+	cmInformer := cmListerInformer.Informer()
+	podInformer := podListerInformer.Informer()
+	fInformer := fListerInformer.Informer()
+	cmLister := cmListerInformer.Lister()
+	podLister := podListerInformer.Lister()
+	fLister := fListerInformer.Lister()
+
+	// Using DefaultControllerRateLimiter to rate limit on both particular items and overall items.
+	fQueue := workqueue.NewRateLimitingQueue(workqueue.DefaultControllerRateLimiter())
+
+	c := &FrameworkController{
+		kConfig:              kConfig,
+		cConfig:              cConfig,
+		kClient:              kClient,
+		fClient:              fClient,
+		cmInformer:           cmInformer,
+		podInformer:          podInformer,
+		fInformer:            fInformer,
+		cmLister:             cmLister,
+		podLister:            podLister,
+		fLister:              fLister,
+		fQueue:               fQueue,
+		fExpectedStatusInfos: &sync.Map{},
+	}
+
+	fInformer.AddEventHandler(cache.ResourceEventHandlerFuncs{
+		AddFunc:    c.addFrameworkObj,
+		UpdateFunc: c.updateFrameworkObj,
+		DeleteFunc: c.deleteFrameworkObj,
+	})
+
+	cmInformer.AddEventHandler(cache.ResourceEventHandlerFuncs{
+		AddFunc:    c.addConfigMapObj,
+		UpdateFunc: c.updateConfigMapObj,
+		DeleteFunc: c.deleteConfigMapObj,
+	})
+
+	podInformer.AddEventHandler(cache.ResourceEventHandlerFuncs{
+		AddFunc:    c.addPodObj,
+		UpdateFunc: c.updatePodObj,
+		DeleteFunc: c.deletePodObj,
+	})
+
+	return c
+}
+
+func (c *FrameworkController) addFrameworkObj(obj interface{}) {
+	f := internal.ToFramework(obj)
+	c.enqueueFrameworkObj(f, "Framework Added "+string(f.UID))
+}
+
+func (c *FrameworkController) updateFrameworkObj(oldObj, newObj interface{}) {
+	oldF := internal.ToFramework(oldObj)
+	newF := internal.ToFramework(newObj)
+	// Informer may deliver an Update event with UID changed if a delete is
+	// immediately followed by a create, so manually decompose it.
+	if oldF.UID != newF.UID {
+		c.deleteFrameworkObj(oldObj)
+		c.addFrameworkObj(newObj)
+		return
+	}
+
+	// Only care about Framework.Spec update.
+	if !reflect.DeepEqual(oldF.Spec, newF.Spec) {
+		c.enqueueFrameworkObj(newF, "Framework.Spec Updated")
+	}
+}
+
+func (c *FrameworkController) deleteFrameworkObj(obj interface{}) {
+	f := internal.ToFramework(obj)
+	c.enqueueFrameworkObj(f, "Framework Deleted "+string(f.UID)+
+		c.cConfig.LogObjectSnapshot.Framework.GetLogTailOnFrameworkDeletion(f))
+}
+
+func (c *FrameworkController) addConfigMapObj(obj interface{}) {
+	cm := internal.ToConfigMap(obj)
+	c.enqueueConfigMapObj(cm, "Framework ConfigMap Added "+string(cm.UID))
+}
+
+func (c *FrameworkController) updateConfigMapObj(oldObj, newObj interface{}) {
+	oldCM := internal.ToConfigMap(oldObj)
+	newCM := internal.ToConfigMap(newObj)
+	// Informer may deliver an Update event with UID changed if a delete is
+	// immediately followed by a create, so manually decompose it.
+	if oldCM.UID != newCM.UID {
+		c.deleteConfigMapObj(oldObj)
+		c.addConfigMapObj(newObj)
+		return
+	}
+
+	c.enqueueConfigMapObj(newCM, "Framework ConfigMap Updated")
+}
+
+func (c *FrameworkController) deleteConfigMapObj(obj interface{}) {
+	cm := internal.ToConfigMap(obj)
+	c.enqueueConfigMapObj(cm, "Framework ConfigMap Deleted "+string(cm.UID))
+}
+
+func (c *FrameworkController) addPodObj(obj interface{}) {
+	pod := internal.ToPod(obj)
+	c.enqueuePodObj(pod, "Framework Pod Added "+string(pod.UID))
+}
+
+func (c *FrameworkController) updatePodObj(oldObj, newObj interface{}) {
+	oldPod := internal.ToPod(oldObj)
+	newPod := internal.ToPod(newObj)
+	// Informer may deliver an Update event with UID changed if a delete is
+	// immediately followed by a create, so manually decompose it.
+	if oldPod.UID != newPod.UID {
+		c.deletePodObj(oldObj)
+		c.addPodObj(newObj)
+		return
+	}
+
+	c.enqueuePodObj(newPod, "Framework Pod Updated")
+}
+
+func (c *FrameworkController) deletePodObj(obj interface{}) {
+	pod := internal.ToPod(obj)
+	c.enqueuePodObj(pod, "Framework Pod Deleted "+string(pod.UID)+
+		c.cConfig.LogObjectSnapshot.Pod.GetLogTailOnPodDeletion(pod))
+}
+
+func (c *FrameworkController) getConfigMapOwner(cm *core.ConfigMap) *ci.Framework {
+	cmOwner := meta.GetControllerOf(cm)
+	if cmOwner == nil {
+		return nil
+	}
+
+	if cmOwner.Kind != ci.FrameworkKind {
+		return nil
+	}
+
+	f, err := c.fLister.Frameworks(cm.Namespace).Get(cmOwner.Name)
+	if err != nil {
+		if !apiErrors.IsNotFound(err) {
+			// Unreachable
+			panic(fmt.Errorf(
+				"[%v]: ConfigMapOwner %#v cannot be got from local cache: %v",
+				cm.Namespace+"/"+cm.Name, *cmOwner, err))
+		}
+		return nil
+	}
+
+	if f.UID != cmOwner.UID {
+		// GarbageCollectionController will handle the dependent object
+		// deletion according to the ownerReferences.
+		return nil
+	}
+
+	return f
+}
+
+func (c *FrameworkController) getPodOwner(pod *core.Pod) *core.ConfigMap {
+	podOwner := meta.GetControllerOf(pod)
+	if podOwner == nil {
+		return nil
+	}
+
+	if podOwner.Kind != ci.ConfigMapKind {
+		return nil
+	}
+
+	cm, err := c.cmLister.ConfigMaps(pod.Namespace).Get(podOwner.Name)
+	if err != nil {
+		if !apiErrors.IsNotFound(err) {
+			// Unreachable
+			panic(fmt.Errorf(
+				"[%v]: PodOwner %#v cannot be got from local cache: %v",
+				pod.Namespace+"/"+pod.Name, *podOwner, err))
+		}
+		return nil
+	}
+
+	if cm.UID != podOwner.UID {
+		// GarbageCollectionController will handle the dependent object
+		// deletion according to the ownerReferences.
+		return nil
+	}
+
+	return cm
+}
+
+func (c *FrameworkController) enqueuePodObj(pod *core.Pod, logSfx string) {
+	if cm := c.getPodOwner(pod); cm != nil {
+		c.enqueueConfigMapObj(cm, logSfx)
+	}
+}
+
+func (c *FrameworkController) enqueueConfigMapObj(cm *core.ConfigMap, logSfx string) {
+	if f := c.getConfigMapOwner(cm); f != nil {
+		c.enqueueFrameworkObj(f, logSfx)
+	}
+}
+
+func (c *FrameworkController) enqueueFrameworkObj(f *ci.Framework, logSfx string) {
+	c.fQueue.Add(f.Key())
+	klog.Infof("[%v]: enqueueFrameworkObj: %v", f.Key(), logSfx)
+}
+
+func (c *FrameworkController) Run(ctx context.Context, stopCh <-chan struct{}) {
+	defer c.fQueue.ShutDown()
+	defer klog.Errorf("Stopping " + ci.ComponentName)
+	defer runtime.HandleCrash()
+
+	klog.Infof("Recovering " + ci.ComponentName)
+	internal.PutCRD(
+		ctx,
+		c.kConfig,
+		ci.BuildFrameworkCRD(),
+		c.cConfig.CRDEstablishedCheckIntervalSec,
+		c.cConfig.CRDEstablishedCheckTimeoutSec)
+
+	// The recovery order is not important, since all Frameworks will be enqueued
+	// to sync in any case.
+	go c.fInformer.Run(stopCh)
+	go c.cmInformer.Run(stopCh)
+	go c.podInformer.Run(stopCh)
+	if !cache.WaitForCacheSync(
+		stopCh,
+		c.fInformer.HasSynced,
+		c.cmInformer.HasSynced,
+		c.podInformer.HasSynced) {
+		panic(fmt.Errorf("Failed to WaitForCacheSync"))
+	}
+
+	klog.Infof("Running %v with %v workers",
+		ci.ComponentName, *c.cConfig.WorkerNumber)
+
+	for i := int32(0); i < *c.cConfig.WorkerNumber; i++ {
+		// id is dedicated for each iteration, while i is not.
+		id := i
+		go wait.Until(func() { c.worker(ctx, id) }, time.Second, stopCh)
+	}
+
+	<-stopCh
+}
+
+func (c *FrameworkController) worker(ctx context.Context, id int32) {
+	defer klog.Errorf("Stopping worker-%v", id)
+	klog.Infof("Running worker-%v", id)
+
+	for c.processNextWorkItem(ctx, id) {
+	}
+}
+
+func (c *FrameworkController) processNextWorkItem(ctx context.Context, id int32) bool {
+	// Blocked to get an item which is different from the current processing items.
+	key, quit := c.fQueue.Get()
+	if quit {
+		return false
+	}
+	klog.Infof("[%v]: Assigned to worker-%v", key, id)
+
+	// Remove the item from the current processing items to unblock getting the
+	// same item again.
+	defer c.fQueue.Done(key)
+
+	err := c.syncFramework(ctx, key.(string))
+	if err == nil {
+		// Reset the rate limit counters of the item in the queue, such as NumRequeues,
+		// because we have synced it successfully.
+		c.fQueue.Forget(key)
+	} else {
+		c.fQueue.AddRateLimited(key)
+	}
+
+	return true
+}
+
+// It should not be invoked concurrently with the same key.
+//
+// Return error only for Platform Transient Error, so that the key
+// can be enqueued again after rate limited delay.
+// For Platform Permanent Error, it should be delivered by panic.
+// For Framework Error, it should be delivered into Framework.Status.
+func (c *FrameworkController) syncFramework(ctx context.Context, key string) (returnedErr error) {
+	startTime := time.Now()
+	logPfx := fmt.Sprintf("[%v]: syncFramework: ", key)
+	klog.Infof(logPfx + "Started")
+	defer func() {
+		if returnedErr != nil {
+			// returnedErr is already prefixed with logPfx
+			klog.Warning(returnedErr.Error())
+			klog.Warning(logPfx +
+				"Failed to due to Platform Transient Error. " +
+				"Will enqueue it again after rate limited delay")
+		}
+		klog.Infof(logPfx+"Completed: Duration %v", time.Since(startTime))
+	}()
+
+	fNamespace, fName := ci.SplitFrameworkKey(key)
+	localF, err := c.fLister.Frameworks(fNamespace).Get(fName)
+	if err != nil {
+		if apiErrors.IsNotFound(err) {
+			// GarbageCollectionController will handle the dependent object
+			// deletion according to the ownerReferences.
+			klog.Infof(logPfx+
+				"Skipped: Framework cannot be found in local cache: %v", err)
+			c.deleteExpectedFrameworkStatusInfo(key)
+			return nil
+		} else {
+			return fmt.Errorf(logPfx+
+				"Failed: Framework cannot be got from local cache: %v", err)
+		}
+	} else {
+		f := localF.DeepCopy()
+		// From now on, we only sync this f instance which is identified by its UID
+		// instead of its name, and the f is a writable copy of the original local
+		// cached one, and it may be different from the original one.
+		klog.Infof(logPfx+"UID %v", f.UID)
+
+		expected := c.getExpectedFrameworkStatusInfo(f.Key())
+		if expected == nil || expected.uid != f.UID {
+			if f.Status != nil {
+				// Recover f related things, since it is the first time we see it and
+				// its Status is not nil.
+				// No need to recover previous enqueued items, because the Informer has
+				// already delivered the Add events for all recovered Frameworks which
+				// caused all Frameworks will be enqueued to sync.
+				// No need to recover previous scheduled to enqueue items, because the
+				// schedule will be recovered during sync.
+			}
+
+			// f.Status must be the same as the remote one, since it is the first
+			// time we see it.
+			c.updateExpectedFrameworkStatusInfo(f.Key(), f.Status, f.UID, true)
+		} else {
+			// f.Status may be outdated, so override it with the expected one, to
+			// ensure the Framework.Status is Monotonically Exposed.
+			f.Status = expected.status
+
+			// Ensure the expected Framework.Status is the same as the remote one
+			// before sync.
+			if !expected.remoteSynced {
+				c.compressFramework(f)
+				updateErr := c.updateRemoteFrameworkStatus(ctx, f)
+				c.updateExpectedFrameworkStatusInfo(f.Key(), f.Status, f.UID, updateErr == nil)
+
+				if updateErr != nil {
+					return updateErr
+				}
+			}
+		}
+
+		// At this point, f.Status is the same as the expected and remote
+		// Framework.Status, so it is ready to sync against f.Spec and other
+		// related objects.
+		decompressErr := c.decompressFramework(f)
+		if decompressErr != nil {
+			return decompressErr
+		}
+		remoteRawF := f.DeepCopy()
+
+		errs := []error{}
+		syncErr := c.syncFrameworkStatus(ctx, f)
+		errs = append(errs, syncErr)
+
+		if !reflect.DeepEqual(remoteRawF.Status, f.Status) {
+			// Always update the expected and remote Framework.Status even if sync
+			// error, since f.Status should never be corrupted due to any Platform
+			// Transient Error, so no need to rollback to the one before sync, and
+			// no need to DeepCopy between f.Status and the expected one.
+			c.compressFramework(f)
+			updateErr := c.updateRemoteFrameworkStatus(ctx, f)
+			c.updateExpectedFrameworkStatusInfo(f.Key(), f.Status, f.UID, updateErr == nil)
+
+			errs = append(errs, updateErr)
+		} else {
+			klog.Infof(logPfx +
+				"Skip to update the expected and remote Framework.Status since " +
+				"they are unchanged")
+		}
+
+		return errorAgg.NewAggregate(errs)
+	}
+}
+
+func (c *FrameworkController) enqueueFrameworkCompletedRetainTimeoutCheck(
+	f *ci.Framework, failIfTimeout bool) bool {
+	if f.Status.State != ci.FrameworkCompleted {
+		return false
+	}
+
+	return c.enqueueFrameworkTimeoutCheck(
+		f, f.Status.TransitionTime, c.cConfig.FrameworkCompletedRetainSec,
+		failIfTimeout, "FrameworkCompletedRetainTimeoutCheck")
+}
+
+func (c *FrameworkController) enqueueFrameworkAttemptCreationTimeoutCheck(
+	f *ci.Framework, failIfTimeout bool) bool {
+	if f.Status.State != ci.FrameworkAttemptCreationRequested {
+		return false
+	}
+
+	return c.enqueueFrameworkTimeoutCheck(
+		f, f.Status.TransitionTime, c.cConfig.ObjectLocalCacheCreationTimeoutSec,
+		failIfTimeout, "FrameworkAttemptCreationTimeoutCheck")
+}
+
+func (c *FrameworkController) enqueueTaskAttemptCreationTimeoutCheck(
+	f *ci.Framework, taskRoleName string, taskIndex int32,
+	failIfTimeout bool) bool {
+	taskStatus := f.TaskStatus(taskRoleName, taskIndex)
+	if taskStatus.State != ci.TaskAttemptCreationRequested {
+		return false
+	}
+
+	return c.enqueueFrameworkTimeoutCheck(
+		f, taskStatus.TransitionTime, c.cConfig.ObjectLocalCacheCreationTimeoutSec,
+		failIfTimeout, "TaskAttemptCreationTimeoutCheck")
+}
+
+func (c *FrameworkController) enqueueFrameworkRetryDelayTimeoutCheck(
+	f *ci.Framework, failIfTimeout bool) bool {
+	if f.Status.State != ci.FrameworkAttemptCompleted {
+		return false
+	}
+
+	return c.enqueueFrameworkTimeoutCheck(
+		f, f.Status.TransitionTime, f.Status.RetryPolicyStatus.RetryDelaySec,
+		failIfTimeout, "FrameworkRetryDelayTimeoutCheck")
+}
+
+func (c *FrameworkController) enqueueTaskRetryDelayTimeoutCheck(
+	f *ci.Framework, taskRoleName string, taskIndex int32,
+	failIfTimeout bool) bool {
+	taskStatus := f.TaskStatus(taskRoleName, taskIndex)
+	if taskStatus.State != ci.TaskAttemptCompleted {
+		return false
+	}
+
+	return c.enqueueFrameworkTimeoutCheck(
+		f, taskStatus.TransitionTime, taskStatus.RetryPolicyStatus.RetryDelaySec,
+		failIfTimeout, "TaskRetryDelayTimeoutCheck")
+}
+
+func (c *FrameworkController) enqueuePodGracefulDeletionTimeoutCheck(
+	f *ci.Framework, timeoutSec *int64,
+	failIfTimeout bool, pod *core.Pod) bool {
+	if pod.DeletionTimestamp == nil {
+		return false
+	}
+
+	return c.enqueueFrameworkTimeoutCheck(
+		f, *internal.GetPodDeletionStartTime(pod), timeoutSec,
+		failIfTimeout, "PodGracefulDeletionTimeoutCheck")
+}
+
+func (c *FrameworkController) enqueueFrameworkTimeoutCheck(
+	f *ci.Framework, startTime meta.Time, timeoutSec *int64,
+	failIfTimeout bool, logSfx string) bool {
+	leftDuration := common.CurrentLeftDuration(startTime, timeoutSec)
+	if common.IsTimeout(leftDuration) && failIfTimeout {
+		return false
+	}
+
+	// The startTime may not contain OS monotonic clock, such as it is recovered
+	// after FrameworkController restart. So the IsTimeout judgement may be affected
+	// by OS wall clock changes, such as it should be timeout but the IsTimeout
+	// returns false.
+	// See wall clock and monotonic clock in Golang time/time.go.
+	// To ensure the timeout will be eventually checked, AddAfter the Framework
+	// for every none timeout check.
+	c.fQueue.AddAfter(f.Key(), leftDuration)
+	klog.Infof(
+		"[%v]: enqueueFrameworkTimeoutCheck after %v: %v",
+		f.Key(), leftDuration, logSfx)
+	return true
+}
+
+func (c *FrameworkController) enqueueFrameworkSync(f *ci.Framework, logSfx string) {
+	c.fQueue.Add(f.Key())
+	klog.Infof("[%v]: enqueueFrameworkSync: %v", f.Key(), logSfx)
+}
+
+func (c *FrameworkController) syncFrameworkStatus(ctx context.Context, f *ci.Framework) error {
+	logPfx := fmt.Sprintf("[%v]: syncFrameworkStatus: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	if f.Status == nil {
+		f.Status = f.NewFrameworkStatus()
+
+		// To ensure FrameworkAttemptCreationPending is persisted before creating
+		// its cm, we need to wait until next sync to create the cm, so manually
+		// enqueue a sync.
+		c.enqueueFrameworkSync(f, "FrameworkAttemptCreationPending")
+		klog.Infof(logPfx + "Waiting FrameworkAttemptCreationPending to be persisted")
+		return nil
+	} else {
+		if c.syncFrameworkScale(f) || c.compactFrameworkScale(f) {
+			// To ensure TaskAttemptCreationPending is persisted before creating
+			// its pod, we need to wait until next sync to create the pod, so manually
+			// enqueue a sync.
+			// To ensure the Task[DeletionPending] is persisted before deleting its pod
+			// or deleting/replacing its Task instance, we need to wait until next sync
+			// to delete its pod or delete/replace the Task instance, so manually enqueue
+			// a sync.
+			c.enqueueFrameworkSync(f, "TaskAttemptCreationPending/Task[DeletionPending]")
+			klog.Infof(logPfx +
+				"Waiting TaskAttemptCreationPending/Task[DeletionPending] to be persisted")
+			return nil
+		}
+
+		if c.updatePodGracefulDeletionTimeoutSec(f) {
+			// To ensure PodGracefulDeletionTimeoutSec is persisted before gracefully
+			// delete any pod, we need to wait until next sync to gracefully delete,
+			// so manually enqueue a sync.
+			c.enqueueFrameworkSync(f, "Task[PodGracefulDeletionTimeoutSec][Changed]")
+			klog.Infof(logPfx +
+				"Waiting Task[PodGracefulDeletionTimeoutSec][Changed] to be persisted")
+			return nil
+		}
+	}
+
+	return c.syncFrameworkState(ctx, f)
+}
+
+// Rescale not Completing/Completed Framework according to its current f.Spec.
+// After this, all ScaleUp TaskRoles and Tasks are added, and all ScaleDown Tasks
+// are marked as DeletionPending for later lazy graceful deletion, thus:
+//  1. TaskRoles/Tasks in f.Status must fully contain TaskRoles/Tasks in f.Spec.
+//  2. TaskRoles/Tasks in f.Spec must fully contain not DeletionPending (ScaleDown)
+//     TaskRoles/Tasks in f.Status.
+//
+// This helps to ensure the Rescale is effective immediately, as essentially,
+// ScaleUp/ScaleDown is to setup/destroy the relationship between Framework and
+// its TaskRoles/Tasks, which does not have to wait until, such as
+// FrameworkAttemptInstance (ConfigMap) is created or any DeletionPending
+// (ScaleDown) TaskAttemptInstance (Pod) is gracefully deleted.
+func (c *FrameworkController) syncFrameworkScale(
+	f *ci.Framework) (producedNewPendingTask bool) {
+	logPfx := fmt.Sprintf("[%v]: syncFrameworkScale: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	producedNewPendingTask = false
+
+	// No longer react to Rescale after the whole FrameworkAttempt Completing,
+	// to ensure DeletionPending (ScaleDown) Task will never trigger (impact)
+	// Framework/FrameworkAttempt completion.
+	if f.IsCompleting() ||
+		f.Status.State == ci.FrameworkAttemptCompleted ||
+		f.Status.State == ci.FrameworkCompleted {
+		klog.Infof(logPfx+"Skipped: Framework is already %v", f.Status.State)
+		return producedNewPendingTask
+	}
+
+	for _, taskRoleSpec := range f.Spec.TaskRoles {
+		taskRoleName := taskRoleSpec.Name
+		taskCountSpec := taskRoleSpec.TaskNumber
+		taskRoleStatus := f.GetTaskRoleStatus(taskRoleName)
+
+		if taskRoleStatus == nil {
+			// ScaleUp: Directly add TaskRole that need to bring up.
+			klog.Infof("[%v][%v]: syncFrameworkScale: ScaleUp: Goal: %v -> %v",
+				f.Key(), taskRoleName, nil, taskCountSpec)
+
+			f.Status.AttemptStatus.TaskRoleStatuses =
+				append(f.Status.AttemptStatus.TaskRoleStatuses,
+					f.NewTaskRoleStatus(taskRoleName, taskCountSpec))
+			if taskCountSpec > 0 {
+				producedNewPendingTask = true
+			}
+		} else {
+			taskCountStatus := int32(len(taskRoleStatus.TaskStatuses))
+			if taskCountStatus < taskCountSpec {
+				// ScaleUp: Directly add Task that need to bring up.
+				klog.Infof("[%v][%v]: syncFrameworkScale: ScaleUp: Goal: %v -> %v",
+					f.Key(), taskRoleName, taskCountStatus, taskCountSpec)
+
+				for taskIndex := taskCountStatus; taskIndex < taskCountSpec; taskIndex++ {
+					taskRoleStatus.TaskStatuses =
+						append(taskRoleStatus.TaskStatuses, f.NewTaskStatus(taskRoleName, taskIndex))
+					producedNewPendingTask = true
+				}
+			} else if taskCountStatus > taskCountSpec {
+				// ScaleDown: Just mark Task that need to bring down as DeletionPending.
+				klog.Infof("[%v][%v]: syncFrameworkScale: ScaleDown: Goal: %v -> %v",
+					f.Key(), taskRoleName, taskCountStatus, taskCountSpec)
+
+				for taskIndex := taskCountStatus - 1; taskIndex >= taskCountSpec; taskIndex-- {
+					taskStatus := taskRoleStatus.TaskStatuses[taskIndex]
+					if taskStatus.MarkAsDeletionPending() {
+						producedNewPendingTask = true
+					}
+				}
+			}
+		}
+	}
+
+	for _, taskRoleStatus := range f.TaskRoleStatuses() {
+		taskRoleName := taskRoleStatus.Name
+		taskCountStatus := int32(len(taskRoleStatus.TaskStatuses))
+		taskRoleSpec := f.GetTaskRoleSpec(taskRoleName)
+
+		if taskRoleSpec == nil {
+			// ScaleDown: Just mark Task that need to bring down as DeletionPending.
+			klog.Infof("[%v][%v]: syncFrameworkScale: ScaleDown: Goal: %v -> %v",
+				f.Key(), taskRoleName, taskCountStatus, nil)
+
+			for taskIndex := taskCountStatus - 1; taskIndex >= 0; taskIndex-- {
+				taskStatus := taskRoleStatus.TaskStatuses[taskIndex]
+				if taskStatus.MarkAsDeletionPending() {
+					producedNewPendingTask = true
+				}
+			}
+		}
+	}
+
+	return producedNewPendingTask
+}
+
+// Compact not Completing/Completed Framework scale by cleaning up its Completed
+// DeletionPending TaskRoles/Tasks.
+// It drives the Completed DeletionPending TaskRoles/Tasks to be deleted or
+// replaced by new Task instance.
+// Before calling it, ensure the Completed DeletionPending TaskRoles/Tasks has
+// been persisted, so it is safe to also expose them as history snapshots here.
+func (c *FrameworkController) compactFrameworkScale(
+	f *ci.Framework) (producedNewPendingTask bool) {
+	logPfx := fmt.Sprintf("[%v]: compactFrameworkScale: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	producedNewPendingTask = false
+
+	// Align with syncFrameworkScale to simplify completing.
+	if f.IsCompleting() ||
+		f.Status.State == ci.FrameworkAttemptCompleted ||
+		f.Status.State == ci.FrameworkCompleted {
+		klog.Infof(logPfx+"Skipped: Framework is already %v", f.Status.State)
+		return producedNewPendingTask
+	}
+
+	// For TaskRoles/Tasks which no longer belong to its current f.Spec, try to
+	// delete the Completed DeletionPending ones.
+	taskRoleStatuses := &f.Status.AttemptStatus.TaskRoleStatuses
+	for taskRoleIndex := len(*taskRoleStatuses) - 1; taskRoleIndex >= 0; taskRoleIndex-- {
+		taskRoleStatus := (*taskRoleStatuses)[taskRoleIndex]
+		taskRoleName := taskRoleStatus.Name
+		taskCountStatus := int32(len(taskRoleStatus.TaskStatuses))
+		// Will delete Tasks in in range [taskIndexDeleteStart, taskCountStatus)
+		taskIndexDeleteStart := taskCountStatus
+
+		taskRoleSpec := f.GetTaskRoleSpec(taskRoleName)
+		var taskCountSpec int32
+		if taskRoleSpec == nil {
+			taskCountSpec = 0
+		} else {
+			taskCountSpec = taskRoleSpec.TaskNumber
+		}
+
+		for taskIndex := taskCountStatus - 1; taskIndex >= taskCountSpec; taskIndex-- {
+			taskStatus := taskRoleStatus.TaskStatuses[taskIndex]
+			if taskStatus.DeletionPending && taskStatus.State == ci.TaskCompleted {
+				taskIndexDeleteStart = taskIndex
+			} else {
+				// Cannot continue graceful deletion anymore
+				break
+			}
+		}
+
+		var newTaskCountStatus *int32
+		if taskIndexDeleteStart == 0 && taskRoleSpec == nil {
+			// Delete the whole Completed DeletionPending TaskRole
+			newTaskCountStatus = nil
+		} else {
+			// Delete tail Completed DeletionPending Tasks
+			newTaskCountStatus = &taskIndexDeleteStart
+		}
+
+		if newTaskCountStatus != nil && *newTaskCountStatus == taskCountStatus {
+			// Nothing can be deleted
+			continue
+		}
+
+		// Start deletion
+		klog.Infof("[%v][%v]: compactFrameworkScale: ScaleDown: Deletion: %v -> %v",
+			f.Key(), taskRoleName, taskCountStatus, common.SprintPtrInt32(newTaskCountStatus))
+
+		for taskIndex := taskCountStatus - 1; taskIndex >= taskIndexDeleteStart; taskIndex-- {
+			klog.Info(fmt.Sprintf(
+				"[%v][%v][%v]: compactFrameworkScale: ScaleDown: Deletion",
+				f.Key(), taskRoleName, taskIndex) +
+				c.cConfig.LogObjectSnapshot.Task.GetLogTailOnTaskDeletion(
+					f.MockTask(taskRoleName, taskIndex, true)))
+
+			taskRoleStatus.TaskStatuses[taskIndex] = nil
+		}
+
+		if newTaskCountStatus == nil {
+			taskRoleLastIndex := len(*taskRoleStatuses) - 1
+			(*taskRoleStatuses)[taskRoleIndex] = (*taskRoleStatuses)[taskRoleLastIndex]
+			(*taskRoleStatuses)[taskRoleLastIndex] = nil
+			*taskRoleStatuses = (*taskRoleStatuses)[:taskRoleLastIndex]
+		} else {
+			taskRoleStatus.TaskStatuses = taskRoleStatus.TaskStatuses[:*newTaskCountStatus]
+		}
+	}
+
+	// For TaskRoles/Tasks which still belong to its current f.Spec, replace all
+	// Completed DeletionPending ones with new Task instances.
+	for _, taskRoleStatus := range f.TaskRoleStatuses() {
+		taskRoleName := taskRoleStatus.Name
+		taskCountStatus := int32(len(taskRoleStatus.TaskStatuses))
+		taskRoleSpec := f.GetTaskRoleSpec(taskRoleName)
+
+		if taskRoleSpec != nil {
+			taskCountSpec := taskRoleSpec.TaskNumber
+			taskCountStatusAndSpec := common.MinInt32(taskCountStatus, taskCountSpec)
+			for taskIndex := taskCountStatusAndSpec - 1; taskIndex >= 0; taskIndex-- {
+				taskStatus := taskRoleStatus.TaskStatuses[taskIndex]
+
+				if taskStatus.DeletionPending && taskStatus.State == ci.TaskCompleted {
+					// Replace the Completed DeletionPending Task with new instance
+					klog.Info(fmt.Sprintf(
+						"[%v][%v][%v]: compactFrameworkScale: ScaleDown: Replacement",
+						f.Key(), taskRoleName, taskIndex) +
+						c.cConfig.LogObjectSnapshot.Task.GetLogTailOnTaskDeletion(
+							f.MockTask(taskRoleName, taskIndex, true)))
+
+					taskRoleStatus.TaskStatuses[taskIndex] =
+						f.NewTaskStatus(taskRoleName, taskIndex)
+					producedNewPendingTask = true
+				}
+			}
+		}
+	}
+
+	return producedNewPendingTask
+}
+
+func (c *FrameworkController) updatePodGracefulDeletionTimeoutSec(
+	f *ci.Framework) (changed bool) {
+	logPfx := fmt.Sprintf("[%v]: updatePodGracefulDeletionTimeoutSec: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	changed = false
+
+	if f.Status.State == ci.FrameworkCompleted {
+		klog.Infof(logPfx+"Skipped: Framework is already %v", f.Status.State)
+		return changed
+	}
+
+	for _, taskRoleSpec := range f.Spec.TaskRoles {
+		taskRoleName := taskRoleSpec.Name
+		taskRoleStatus := f.GetTaskRoleStatus(taskRoleName)
+		if taskRoleStatus == nil {
+			// Unreachable
+			continue
+		}
+
+		if !common.EqualsPtrInt64(
+			taskRoleStatus.PodGracefulDeletionTimeoutSec,
+			taskRoleSpec.Task.PodGracefulDeletionTimeoutSec) {
+			taskRoleStatus.PodGracefulDeletionTimeoutSec =
+				common.DeepCopyInt64(taskRoleSpec.Task.PodGracefulDeletionTimeoutSec)
+			changed = true
+		}
+	}
+
+	return changed
+}
+
+// Sync Framework with other related objects.
+// It also drives the DeletionPending TaskRoles/Tasks to be Completed.
+func (c *FrameworkController) syncFrameworkState(ctx context.Context, f *ci.Framework) (err error) {
+	logPfx := fmt.Sprintf("[%v]: syncFrameworkState: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	if f.Status.State == ci.FrameworkCompleted {
+		if c.enqueueFrameworkCompletedRetainTimeoutCheck(f, true) {
+			klog.Infof(logPfx+"Skipped: Framework is already %v, "+
+				"and waiting to be deleted after FrameworkCompletedRetainSec",
+				f.Status.State)
+			return nil
+		}
+
+		// deleteFramework
+		klog.Info(logPfx + fmt.Sprintf("Framework will be deleted due to "+
+			"FrameworkCompletedRetainSec %v is expired",
+			common.SecToDuration(c.cConfig.FrameworkCompletedRetainSec)) +
+			c.cConfig.LogObjectSnapshot.Framework.GetLogTailOnFrameworkDeletion(f))
+
+		return c.deleteFramework(ctx, f, true)
+	}
+
+	var cm *core.ConfigMap
+	if f.Status.State != ci.FrameworkAttemptCompleted {
+		// ConfigMap may have been creation requested successfully and may exist in
+		// remote, so need to sync against it.
+		cm, err = c.getOrCleanupConfigMap(ctx, f, false)
+		if err != nil {
+			return err
+		}
+
+		if cm == nil {
+			// Avoid sync with outdated object:
+			// cm is remote creation requested but not found in the local cache.
+			if f.Status.State == ci.FrameworkAttemptCreationRequested {
+				var diag string
+				var code ci.CompletionCode
+				if f.Spec.ExecutionType == ci.ExecutionStop {
+					diag = "User has requested to stop the Framework"
+					code = ci.CompletionCodeStopFrameworkRequested
+					klog.Info(logPfx + diag)
+				} else {
+					if c.enqueueFrameworkAttemptCreationTimeoutCheck(f, true) {
+						klog.Infof(logPfx +
+							"Waiting ConfigMap to appear in the local cache or timeout")
+						return nil
+					}
+
+					diag = fmt.Sprintf(
+						"ConfigMap does not appear in the local cache within timeout %v, "+
+							"so consider it was deleted and explicitly delete it",
+						common.SecToDuration(c.cConfig.ObjectLocalCacheCreationTimeoutSec))
+					code = ci.CompletionCodeConfigMapLocalCacheCreationTimeout
+					klog.Warning(logPfx + diag)
+				}
+
+				// Ensure cm is deleted in remote to avoid managed cm leak after
+				// FrameworkAttemptCompleted.
+				err := c.deleteConfigMap(ctx, f, *f.ConfigMapUID(), true)
+				if err != nil {
+					return err
+				}
+
+				c.completeFrameworkAttempt(f, true,
+					code.NewFrameworkAttemptCompletionStatus(diag, nil))
+				return nil
+			}
+
+			if f.Status.State != ci.FrameworkAttemptCreationPending {
+				if f.Status.AttemptStatus.CompletionStatus == nil {
+					diag := "ConfigMap was deleted by others"
+					klog.Warning(logPfx + diag)
+					c.completeFrameworkAttempt(f, true,
+						ci.CompletionCodeConfigMapExternalDeleted.
+							NewFrameworkAttemptCompletionStatus(diag, nil))
+				} else {
+					c.completeFrameworkAttempt(f, true, nil)
+				}
+
+				return nil
+			}
+		} else {
+			if cm.DeletionTimestamp == nil {
+				if f.Status.State == ci.FrameworkAttemptDeletionPending {
+					// The CompletionStatus has been persisted, so it is safe to delete the
+					// cm now.
+					err := c.deleteConfigMap(ctx, f, *f.ConfigMapUID(), false)
+					if err != nil {
+						return err
+					}
+					f.TransitionFrameworkState(ci.FrameworkAttemptDeletionRequested)
+				}
+
+				// Avoid sync with outdated object:
+				// cm is remote deletion requested but not deleting or deleted in the local
+				// cache.
+				if f.Status.State == ci.FrameworkAttemptDeletionRequested {
+					// The deletion requested object will never appear again with the same UID,
+					// so always just wait.
+					klog.Infof(logPfx +
+						"Waiting ConfigMap to disappearing or disappear in the local cache")
+				} else {
+					// At this point, f.Status.State must be in:
+					// {FrameworkAttemptCreationRequested, FrameworkAttemptPreparing,
+					// FrameworkAttemptRunning}
+
+					if f.Status.State == ci.FrameworkAttemptCreationRequested {
+						f.TransitionFrameworkState(ci.FrameworkAttemptPreparing)
+					}
+				}
+			} else {
+				if f.Status.AttemptStatus.CompletionStatus == nil {
+					diag := fmt.Sprintf("ConfigMap is being deleted by others")
+					klog.Warning(logPfx + diag)
+					f.Status.AttemptStatus.CompletionStatus =
+						ci.CompletionCodeConfigMapExternalDeleted.
+							NewFrameworkAttemptCompletionStatus(diag, nil)
+				}
+
+				f.TransitionFrameworkState(ci.FrameworkAttemptDeleting)
+				klog.Infof(logPfx + "Waiting ConfigMap to be deleted")
+			}
+		}
+	}
+	// At this point, f.Status.State must be in:
+	// {FrameworkAttemptCreationPending, FrameworkAttemptPreparing,
+	// FrameworkAttemptRunning, FrameworkAttemptDeletionRequested,
+	// FrameworkAttemptDeleting, FrameworkAttemptCompleted}
+
+	if f.Status.State == ci.FrameworkAttemptCompleted {
+		// attemptToRetryFramework
+		retryDecision := f.Spec.RetryPolicy.ShouldRetry(
+			f.Status.RetryPolicyStatus,
+			f.Status.AttemptStatus.CompletionStatus.CompletionStatus,
+			*c.cConfig.FrameworkMinRetryDelaySecForTransientConflictFailed,
+			*c.cConfig.FrameworkMaxRetryDelaySecForTransientConflictFailed)
+
+		if f.Status.RetryPolicyStatus.RetryDelaySec == nil {
+			// RetryFramework is not yet scheduled, so need to be decided.
+			if retryDecision.ShouldRetry {
+				// scheduleToRetryFramework
+				klog.Infof(logPfx+
+					"Will retry Framework with new FrameworkAttempt: RetryDecision: %v",
+					retryDecision)
+
+				f.Status.RetryPolicyStatus.RetryDelaySec = &retryDecision.DelaySec
+			} else {
+				// completeFramework
+				klog.Infof(logPfx+
+					"Will complete Framework: RetryDecision: %v",
+					retryDecision)
+
+				f.TransitionFrameworkState(ci.FrameworkCompleted)
+
+				c.enqueueFrameworkCompletedRetainTimeoutCheck(f, false)
+				klog.Infof(logPfx +
+					"Waiting Framework to be deleted after FrameworkCompletedRetainSec")
+				return nil
+			}
+		}
+
+		if f.Status.RetryPolicyStatus.RetryDelaySec != nil {
+			// RetryFramework is already scheduled, so just need to check whether it
+			// should be executed now.
+			if f.Spec.ExecutionType == ci.ExecutionStop {
+				klog.Infof(logPfx +
+					"User has requested to stop the Framework, " +
+					"so immediately retry without delay")
+			} else {
+				if c.enqueueFrameworkRetryDelayTimeoutCheck(f, true) {
+					klog.Infof(logPfx + "Waiting Framework to retry after delay")
+					return nil
+				}
+			}
+
+			// retryFramework
+			klog.Info(logPfx + "Framework will be retried" +
+				c.cConfig.LogObjectSnapshot.Framework.GetLogTailOnFrameworkRetry(f))
+
+			f.Status.RetryPolicyStatus.TotalRetriedCount++
+			if retryDecision.IsAccountable {
+				f.Status.RetryPolicyStatus.AccountableRetriedCount++
+			}
+			f.Status.RetryPolicyStatus.RetryDelaySec = nil
+			f.Status.AttemptStatus = f.NewFrameworkAttemptStatus(
+				f.Status.RetryPolicyStatus.TotalRetriedCount)
+			f.TransitionFrameworkState(ci.FrameworkAttemptCreationPending)
+
+			// To ensure FrameworkAttemptCreationPending is persisted before creating
+			// its cm, we need to wait until next sync to create the cm, so manually
+			// enqueue a sync.
+			c.enqueueFrameworkSync(f, "FrameworkAttemptCreationPending")
+			klog.Infof(logPfx + "Waiting FrameworkAttemptCreationPending to be persisted")
+			return nil
+		}
+	}
+	// At this point, f.Status.State must be in:
+	// {FrameworkAttemptCreationPending, FrameworkAttemptPreparing,
+	// FrameworkAttemptRunning, FrameworkAttemptDeletionRequested,
+	// FrameworkAttemptDeleting}
+
+	if f.Status.State == ci.FrameworkAttemptCreationPending {
+		if f.DeletionTimestamp != nil {
+			klog.Infof(logPfx + "Skip to createFrameworkAttempt: " +
+				"Framework is deleting")
+			return nil
+		}
+
+		if f.Spec.ExecutionType == ci.ExecutionCreate {
+			klog.Infof(logPfx + "Skip to createFrameworkAttempt: " +
+				"User has requested to just create the Framework without starting it")
+			return nil
+		}
+
+		if f.Spec.ExecutionType == ci.ExecutionStop {
+			diag := "User has requested to stop the Framework"
+			klog.Info(logPfx + diag)
+
+			// Ensure cm is deleted in remote to avoid managed cm leak after
+			// FrameworkAttemptCompleted.
+			_, err = c.getOrCleanupConfigMap(ctx, f, true)
+			if err != nil {
+				return err
+			}
+
+			c.completeFrameworkAttempt(f, true,
+				ci.CompletionCodeStopFrameworkRequested.
+					NewFrameworkAttemptCompletionStatus(diag, nil))
+			return nil
+		}
+
+		// createFrameworkAttempt
+		cm, err = c.createConfigMap(ctx, f)
+		if err != nil {
+			return err
+		}
+
+		f.Status.AttemptStatus.ConfigMapUID = &cm.UID
+		f.Status.AttemptStatus.InstanceUID = ci.GetFrameworkAttemptInstanceUID(
+			f.FrameworkAttemptID(), f.ConfigMapUID())
+		f.TransitionFrameworkState(ci.FrameworkAttemptCreationRequested)
+
+		// Informer may not deliver any event if a create is immediately followed by
+		// a delete, so manually enqueue a sync to check the cm existence after the
+		// timeout.
+		c.enqueueFrameworkAttemptCreationTimeoutCheck(f, false)
+
+		// The ground truth cm is the local cached one instead of the remote one,
+		// so need to wait before continue the sync.
+		klog.Infof(logPfx +
+			"Waiting ConfigMap to appear in the local cache or timeout")
+		return nil
+	}
+	// At this point, f.Status.State must be in:
+	// {FrameworkAttemptPreparing, FrameworkAttemptRunning,
+	// FrameworkAttemptDeletionRequested, FrameworkAttemptDeleting}
+
+	if f.Status.State == ci.FrameworkAttemptPreparing ||
+		f.Status.State == ci.FrameworkAttemptRunning ||
+		f.Status.State == ci.FrameworkAttemptDeletionRequested ||
+		f.Status.State == ci.FrameworkAttemptDeleting {
+		if !f.IsCompleting() {
+			if f.Spec.ExecutionType == ci.ExecutionStop {
+				diag := "User has requested to stop the Framework"
+				klog.Info(logPfx + diag)
+				c.completeFrameworkAttempt(f, false,
+					ci.CompletionCodeStopFrameworkRequested.
+						NewFrameworkAttemptCompletionStatus(diag, nil))
+			}
+		}
+
+		if !f.IsCompleting() {
+			c.syncFrameworkAttemptCompletionPolicy(f)
+		}
+
+		err := c.syncTaskRoleStatuses(ctx, f, cm)
+
+		if f.Status.State == ci.FrameworkAttemptPreparing {
+			if f.IsAnyTaskRunning(true) {
+				f.TransitionFrameworkState(ci.FrameworkAttemptRunning)
+			}
+		}
+
+		return err
+	} else {
+		// Unreachable
+		panic(fmt.Errorf(logPfx+
+			"Failed: At this point, FrameworkState should be in "+
+			"{%v, %v, %v, %v} instead of %v",
+			ci.FrameworkAttemptPreparing, ci.FrameworkAttemptRunning,
+			ci.FrameworkAttemptDeletionRequested, ci.FrameworkAttemptDeleting,
+			f.Status.State))
+	}
+}
+
+func (c *FrameworkController) deleteFramework(ctx context.Context, f *ci.Framework, confirm bool) error {
+	errPfx := fmt.Sprintf(
+		"[%v]: Failed to delete Framework %v: confirm: %v: ",
+		f.Key(), f.UID, confirm)
+
+	deleteErr := c.fClient.FrameworkcontrollerV1().Frameworks(f.Namespace).Delete(
+		ctx,
+		f.Name, &meta.DeleteOptions{
+			Preconditions:     &meta.Preconditions{UID: &f.UID},
+			PropagationPolicy: common.PtrDeletionPropagation(meta.DeletePropagationForeground),
+		})
+	if deleteErr != nil {
+		if !apiErrors.IsNotFound(deleteErr) {
+			return fmt.Errorf(errPfx+"%v", deleteErr)
+		}
+	} else {
+		if confirm {
+			// Confirm it is deleted instead of still deleting.
+			remoteF, getErr := c.fClient.FrameworkcontrollerV1().Frameworks(f.Namespace).Get(
+				ctx, f.Name, meta.GetOptions{})
+			if getErr != nil {
+				if !apiErrors.IsNotFound(getErr) {
+					return fmt.Errorf(errPfx+
+						"Framework cannot be got from remote: %v", getErr)
+				}
+			} else {
+				if f.UID == remoteF.UID {
+					return fmt.Errorf(errPfx+
+						"Framework with DeletionTimestamp %v still exist after deletion",
+						remoteF.DeletionTimestamp)
+				}
+			}
+		}
+	}
+
+	klog.Infof(
+		"[%v]: Succeeded to delete Framework %v: confirm: %v",
+		f.Key(), f.UID, confirm)
+	return nil
+}
+
+// Get Framework's current ConfigMap object, if not found, then clean up existing
+// controlled ConfigMap if any.
+// Returned cm is either managed or nil, if it is the managed cm, it is not
+// writable and may be outdated even if no error.
+// Clean up instead of recovery is because the ConfigMapUID is always the ground
+// truth.
+func (c *FrameworkController) getOrCleanupConfigMap(
+	ctx context.Context, f *ci.Framework, confirm bool) (cm *core.ConfigMap, err error) {
+	logPfx := fmt.Sprintf("[%v]: getOrCleanupConfigMap: ", f.Key())
+	cmName := f.ConfigMapName()
+
+	if confirm {
+		cm, err = c.kClient.CoreV1().ConfigMaps(f.Namespace).Get(ctx, cmName,
+			meta.GetOptions{})
+	} else {
+		cm, err = c.cmLister.ConfigMaps(f.Namespace).Get(cmName)
+	}
+
+	if err != nil {
+		if apiErrors.IsNotFound(err) {
+			return nil, nil
+		} else {
+			return nil, fmt.Errorf(logPfx+
+				"Failed to get ConfigMap %v: confirm: %v: %v",
+				cmName, confirm, err)
+		}
+	}
+
+	if f.ConfigMapUID() == nil || *f.ConfigMapUID() != cm.UID {
+		// cm is the unmanaged
+		if meta.IsControlledBy(cm, f) {
+			// The managed ConfigMap becomes unmanaged if and only if Framework.Status
+			// is failed to persist due to FrameworkController restart or create fails
+			// but succeeds on remote, so clean up the ConfigMap to avoid unmanaged cm
+			// leak.
+			klog.Warningf(logPfx+
+				"Found unmanaged but controlled ConfigMap, so explicitly delete it: %v, %v",
+				cm.Name, cm.UID)
+			return nil, c.deleteConfigMap(ctx, f, cm.UID, confirm)
+		} else {
+			// Do not own and manage the life cycle of not controlled object, so still
+			// consider the get and controlled object clean up is success, and postpone
+			// the potential naming conflict when creating the controlled object.
+			klog.Warningf(logPfx+
+				"Found unmanaged and uncontrolled ConfigMap, and it may be naming conflict "+
+				"with the controlled ConfigMap to be created: %v, %v",
+				cm.Name, cm.UID)
+			return nil, nil
+		}
+	} else {
+		// cm is the managed
+		return cm, nil
+	}
+}
+
+// Using UID to ensure we delete the right object.
+// The cmUID should be controlled by f.
+func (c *FrameworkController) deleteConfigMap(
+	ctx context.Context, f *ci.Framework, cmUID types.UID, confirm bool) error {
+	cmName := f.ConfigMapName()
+	errPfx := fmt.Sprintf(
+		"[%v]: Failed to delete ConfigMap %v, %v: confirm: %v: ",
+		f.Key(), cmName, cmUID, confirm)
+
+	deleteErr := c.kClient.CoreV1().ConfigMaps(f.Namespace).Delete(ctx, cmName,
+		meta.DeleteOptions{Preconditions: &meta.Preconditions{UID: &cmUID}})
+	if deleteErr != nil {
+		if !apiErrors.IsNotFound(deleteErr) {
+			return fmt.Errorf(errPfx+"%v", deleteErr)
+		}
+	} else {
+		if confirm {
+			// Confirm it is deleted instead of still deleting.
+			cm, getErr := c.kClient.CoreV1().ConfigMaps(f.Namespace).Get(ctx, cmName,
+				meta.GetOptions{})
+			if getErr != nil {
+				if !apiErrors.IsNotFound(getErr) {
+					return fmt.Errorf(errPfx+
+						"ConfigMap cannot be got from remote: %v", getErr)
+				}
+			} else {
+				if cmUID == cm.UID {
+					return fmt.Errorf(errPfx+
+						"ConfigMap with DeletionTimestamp %v still exist after deletion",
+						cm.DeletionTimestamp)
+				}
+			}
+		}
+	}
+
+	klog.Infof(
+		"[%v]: Succeeded to delete ConfigMap %v, %v: confirm: %v",
+		f.Key(), cmName, cmUID, confirm)
+	return nil
+}
+
+func (c *FrameworkController) createConfigMap(
+	ctx context.Context, f *ci.Framework) (*core.ConfigMap, error) {
+	cm := f.NewConfigMap()
+	errPfx := fmt.Sprintf(
+		"[%v]: Failed to create ConfigMap %v: ",
+		f.Key(), cm.Name)
+
+	remoteCM, createErr := c.kClient.CoreV1().ConfigMaps(f.Namespace).Create(ctx, cm, meta.CreateOptions{})
+	if createErr != nil {
+		if apiErrors.IsAlreadyExists(createErr) {
+			// Best effort to judge if conflict with a not controlled object.
+			localCM, getErr := c.cmLister.ConfigMaps(f.Namespace).Get(cm.Name)
+			if getErr == nil && !meta.IsControlledBy(localCM, f) {
+				return nil, fmt.Errorf(errPfx+
+					"ConfigMap naming conflicts with others: "+
+					"Existing ConfigMap %v with DeletionTimestamp %v is not "+
+					"controlled by current Framework %v, %v: %v",
+					localCM.UID, localCM.DeletionTimestamp, f.Name, f.UID, createErr)
+			}
+		}
+
+		return nil, fmt.Errorf(errPfx+"%v", createErr)
+	} else {
+		klog.Infof(
+			"[%v]: Succeeded to create ConfigMap %v",
+			f.Key(), cm.Name)
+		return remoteCM, nil
+	}
+}
+
+// FrameworkAttemptCompletionPolicy can be triggered by not only completed Tasks
+// increased in f.Status, but also FrameworkAttemptCompletionPolicy or TotalTaskCount
+// decreased in f.Spec, so full sync here is needed.
+// Note, the sync is relatively very cheap, so it is fine to call the sync during
+// all kinds of FrameworkSync.
+func (c *FrameworkController) syncFrameworkAttemptCompletionPolicy(
+	f *ci.Framework) (completionPolicyTriggered bool) {
+	logPfx := fmt.Sprintf("[%v]: syncFrameworkAttemptCompletionPolicy: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	failedTaskSelector := ci.BindIDP((*ci.TaskStatus).IsFailed, true)
+	succeededTaskSelector := ci.BindIDP((*ci.TaskStatus).IsSucceeded, true)
+	completedTaskSelector := ci.BindIDP((*ci.TaskStatus).IsCompleted, true)
+
+	var firstTriggerTime *meta.Time
+	var firstTriggerCompletionStatus *ci.FrameworkAttemptCompletionStatus
+	for _, taskRoleSpec := range f.Spec.TaskRoles {
+		taskRoleName := taskRoleSpec.Name
+		taskRoleStatus := f.GetTaskRoleStatus(taskRoleName)
+		if taskRoleStatus == nil {
+			// Unreachable
+			continue
+		}
+
+		completionPolicy := taskRoleSpec.FrameworkAttemptCompletionPolicy
+		minFailedTaskCount := completionPolicy.MinFailedTaskCount
+		minSucceededTaskCount := completionPolicy.MinSucceededTaskCount
+
+		if minFailedTaskCount >= 1 {
+			failedTaskCount := taskRoleStatus.GetTaskCountStatus(failedTaskSelector)
+			if failedTaskCount >= minFailedTaskCount {
+				trigger := taskRoleStatus.CompletionTimeOrderedTaskStatus(
+					failedTaskSelector, minFailedTaskCount-1)
+
+				if firstTriggerTime == nil || trigger.CompletionTime.Before(firstTriggerTime) {
+					firstTriggerTime = trigger.CompletionTime
+					firstTriggerCompletionStatus = ci.NewFailedTaskTriggeredCompletionStatus(
+						trigger, taskRoleName, failedTaskCount, minFailedTaskCount)
+				}
+			}
+		}
+
+		if minSucceededTaskCount >= 1 {
+			succeededTaskCount := taskRoleStatus.GetTaskCountStatus(succeededTaskSelector)
+			if succeededTaskCount >= minSucceededTaskCount {
+				trigger := taskRoleStatus.CompletionTimeOrderedTaskStatus(
+					succeededTaskSelector, minSucceededTaskCount-1)
+
+				if firstTriggerTime == nil || trigger.CompletionTime.Before(firstTriggerTime) {
+					firstTriggerTime = trigger.CompletionTime
+					firstTriggerCompletionStatus = ci.NewSucceededTaskTriggeredCompletionStatus(
+						trigger, taskRoleName, succeededTaskCount, minSucceededTaskCount)
+				}
+			}
+		}
+	}
+
+	if firstTriggerCompletionStatus != nil {
+		klog.Infof("[%v][%v][%v]: syncFrameworkAttemptCompletionPolicy: %v", f.Key(),
+			firstTriggerCompletionStatus.Trigger.TaskRoleName,
+			firstTriggerCompletionStatus.Trigger.TaskIndex,
+			firstTriggerCompletionStatus.Trigger.Message)
+		c.completeFrameworkAttempt(f, false, firstTriggerCompletionStatus)
+		return true
+	}
+
+	totalTaskCount := f.GetTotalTaskCountSpec()
+	// At least one completed Task is needed to trigger its
+	// FrameworkAttemptCompletionPolicy.
+	if totalTaskCount >= 1 {
+		completedTaskCount := f.GetTaskCountStatus(completedTaskSelector)
+		// The Framework must not Completing or Completed, so TaskRoles/Tasks in
+		// f.Spec must fully contain not DeletionPending (ScaleDown) TaskRoles/Tasks
+		// in f.Status, thus completedTaskCount must <= totalTaskCount.
+		if completedTaskCount >= totalTaskCount {
+			var lastCompletedTaskStatus *ci.TaskStatus
+			var lastCompletedTaskRoleName string
+			for _, taskRoleSpec := range f.Spec.TaskRoles {
+				taskRoleName := taskRoleSpec.Name
+				taskRoleStatus := f.GetTaskRoleStatus(taskRoleName)
+				if taskRoleStatus == nil {
+					// Unreachable
+					continue
+				}
+
+				roleTotalTaskCount := taskRoleSpec.TaskNumber
+				if roleTotalTaskCount == 0 {
+					continue
+				}
+
+				roleLastCompletedTask := taskRoleStatus.CompletionTimeOrderedTaskStatus(
+					completedTaskSelector, roleTotalTaskCount-1)
+
+				if lastCompletedTaskStatus == nil ||
+					roleLastCompletedTask.CompletionTime.Time.After(
+						lastCompletedTaskStatus.CompletionTime.Time) {
+					lastCompletedTaskStatus = roleLastCompletedTask
+					lastCompletedTaskRoleName = taskRoleName
+				}
+			}
+
+			firstTriggerCompletionStatus = ci.NewCompletedTaskTriggeredCompletionStatus(
+				lastCompletedTaskStatus, lastCompletedTaskRoleName,
+				completedTaskCount, totalTaskCount)
+
+			if firstTriggerCompletionStatus.Trigger == nil {
+				klog.Infof("[%v]: syncFrameworkAttemptCompletionPolicy: %v", f.Key(),
+					firstTriggerCompletionStatus.Diagnostics)
+			} else {
+				klog.Infof("[%v][%v][%v]: syncFrameworkAttemptCompletionPolicy: %v", f.Key(),
+					firstTriggerCompletionStatus.Trigger.TaskRoleName,
+					firstTriggerCompletionStatus.Trigger.TaskIndex,
+					firstTriggerCompletionStatus.Trigger.Message)
+			}
+			c.completeFrameworkAttempt(f, false, firstTriggerCompletionStatus)
+			return true
+		}
+	}
+
+	return false
+}
+
+func (c *FrameworkController) syncTaskRoleStatuses(
+	ctx context.Context, f *ci.Framework, cm *core.ConfigMap) (err error) {
+	logPfx := fmt.Sprintf("[%v]: syncTaskRoleStatuses: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	errs := []error{}
+	for _, taskRoleStatus := range f.TaskRoleStatuses() {
+		klog.Infof("[%v][%v]: syncTaskRoleStatus", f.Key(), taskRoleStatus.Name)
+		for _, taskStatus := range taskRoleStatus.TaskStatuses {
+			// At this point, f.Status.State must be in:
+			// {FrameworkAttemptPreparing, FrameworkAttemptRunning,
+			// FrameworkAttemptDeletionPending, FrameworkAttemptDeletionRequested,
+			// FrameworkAttemptDeleting}
+			err := c.syncTaskState(ctx, f, cm, taskRoleStatus.Name, taskStatus.Index)
+			if err != nil {
+				errs = append(errs, err)
+			}
+		}
+	}
+
+	return errorAgg.NewAggregate(errs)
+}
+
+func (c *FrameworkController) syncTaskState(
+	ctx context.Context,
+	f *ci.Framework, cm *core.ConfigMap,
+	taskRoleName string, taskIndex int32) (err error) {
+	logPfx := fmt.Sprintf("[%v][%v][%v]: syncTaskState: ",
+		f.Key(), taskRoleName, taskIndex)
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	taskRoleSpec := f.GetTaskRoleSpec(taskRoleName)
+	taskRoleStatus := f.TaskRoleStatus(taskRoleName)
+	taskStatus := f.TaskStatus(taskRoleName, taskIndex)
+
+	if taskStatus.State == ci.TaskCompleted {
+		// The TaskCompleted has already been considered during above
+		// syncFrameworkAttemptCompletionPolicy, so it is safe to skip below
+		// attemptToCompleteFrameworkAttempt.
+		//
+		// If the Task is DeletionPending, since it is not deleted, this must be caused
+		// by other Task behind it has not yet TaskCompleted.
+		// And if the following Task becomes TaskCompleted later, a sync will be
+		// enqueued to trigger the deletion.
+		klog.Infof(logPfx + "Skipped: Task is already completed")
+		return nil
+	}
+
+	var pod *core.Pod
+	if taskStatus.State != ci.TaskAttemptCompleted {
+		// Pod may have been creation requested successfully and may exist in remote,
+		// so need to sync against it.
+		pod, err = c.getOrCleanupPod(ctx, f, cm, taskRoleName, taskIndex, false)
+		if err != nil {
+			return err
+		}
+
+		if pod == nil {
+			// Avoid sync with outdated object:
+			// pod is remote creation requested but not found in the local cache.
+			if taskStatus.State == ci.TaskAttemptCreationRequested {
+				var diag string
+				var code ci.CompletionCode
+				if taskStatus.DeletionPending {
+					diag = "User has requested to delete the Task by Framework ScaleDown"
+					code = ci.CompletionCodeDeleteTaskRequested
+					klog.Info(logPfx + diag)
+				} else {
+					if c.enqueueTaskAttemptCreationTimeoutCheck(f, taskRoleName, taskIndex, true) {
+						klog.Infof(logPfx +
+							"Waiting Pod to appear in the local cache or timeout")
+						return nil
+					}
+
+					diag = fmt.Sprintf(
+						"Pod does not appear in the local cache within timeout %v, "+
+							"so consider it was deleted and explicitly delete it",
+						common.SecToDuration(c.cConfig.ObjectLocalCacheCreationTimeoutSec))
+					code = ci.CompletionCodePodLocalCacheCreationTimeout
+					klog.Warning(logPfx + diag)
+				}
+
+				// Ensure pod is deleted in remote to avoid managed pod leak after
+				// TaskAttemptCompleted.
+				err := c.deletePod(ctx, f, taskRoleName, taskIndex, *taskStatus.PodUID(), true, false)
+				if err != nil {
+					return err
+				}
+
+				c.completeTaskAttempt(f, taskRoleName, taskIndex, true,
+					code.NewTaskAttemptCompletionStatus(diag, nil))
+				return nil
+			}
+
+			if taskStatus.State != ci.TaskAttemptCreationPending {
+				if taskStatus.AttemptStatus.CompletionStatus == nil {
+					diag := fmt.Sprintf("Pod was deleted by others")
+					klog.Warning(logPfx + diag)
+					c.completeTaskAttempt(f, taskRoleName, taskIndex, true,
+						ci.CompletionCodePodExternalDeleted.
+							NewTaskAttemptCompletionStatus(diag, nil))
+				} else {
+					c.completeTaskAttempt(f, taskRoleName, taskIndex, true, nil)
+				}
+
+				return nil
+			}
+		} else {
+			if pod.DeletionTimestamp == nil {
+				if taskStatus.State == ci.TaskAttemptDeletionPending {
+					// The CompletionStatus has been persisted, so it is safe to delete the
+					// pod now.
+					err := c.deletePod(ctx, f, taskRoleName, taskIndex, *taskStatus.PodUID(), false, false)
+					if err != nil {
+						return err
+					}
+					f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptDeletionRequested)
+				}
+
+				// Avoid sync with outdated object:
+				// pod is remote deletion requested but not deleting or deleted in the local
+				// cache.
+				if taskStatus.State == ci.TaskAttemptDeletionRequested {
+					// The deletion requested object will never appear again with the same UID,
+					// so always just wait.
+					klog.Infof(logPfx +
+						"Waiting Pod to disappearing or disappear in the local cache")
+					return nil
+				}
+
+				// At this point, taskStatus.State must be in:
+				// {TaskAttemptCreationRequested, TaskAttemptPreparing, TaskAttemptRunning}
+				if taskStatus.State == ci.TaskAttemptCreationRequested {
+					f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptPreparing)
+				}
+
+				// Below Pod fields may be available even when PodPending, such as the Pod
+				// has been bound to a Node, but one or more Containers has not been started.
+				taskStatus.AttemptStatus.PodNodeName = &pod.Spec.NodeName
+				taskStatus.AttemptStatus.PodIP = &pod.Status.PodIP
+				taskStatus.AttemptStatus.PodHostIP = &pod.Status.HostIP
+
+				if pod.Status.Phase == core.PodUnknown {
+					// Possibly due to the NodeController has not heard from the kubelet who
+					// manages the Pod for more than node-monitor-grace-period but less than
+					// pod-eviction-timeout.
+					// And after pod-eviction-timeout, the Pod will be marked as deleting, but
+					// it will only be automatically deleted after the kubelet comes back and
+					// kills the Pod.
+					klog.Infof(logPfx+
+						"Waiting Pod to be deleted or deleting or transitioned from %v",
+						pod.Status.Phase)
+				} else if pod.Status.Phase == core.PodPending {
+					f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptPreparing)
+				} else if pod.Status.Phase == core.PodRunning {
+					f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptRunning)
+				} else if pod.Status.Phase == core.PodSucceeded {
+					diag := fmt.Sprintf("Pod succeeded")
+					klog.Info(logPfx + diag)
+					c.completeTaskAttempt(f, taskRoleName, taskIndex, false,
+						ci.CompletionCodeSucceeded.
+							NewTaskAttemptCompletionStatus(
+								diag, ci.ExtractPodCompletionStatus(pod)))
+					return nil
+				} else if pod.Status.Phase == core.PodFailed {
+					result := ci.MatchCompletionCodeInfos(pod)
+					diag := fmt.Sprintf("Pod failed: %v", result.Diagnostics)
+					klog.Info(logPfx + diag)
+					c.completeTaskAttempt(f, taskRoleName, taskIndex, false,
+						&ci.TaskAttemptCompletionStatus{
+							CompletionStatus: &ci.CompletionStatus{
+								Code:        *result.CodeInfo.Code,
+								Phrase:      result.CodeInfo.Phrase,
+								Type:        result.CodeInfo.Type,
+								Diagnostics: diag,
+							},
+							Pod: ci.ExtractPodCompletionStatus(pod),
+						},
+					)
+					return nil
+				} else {
+					return fmt.Errorf(logPfx+
+						"Failed: Got unrecognized Pod Phase: %v", pod.Status.Phase)
+				}
+			} else {
+				if taskStatus.AttemptStatus.CompletionStatus == nil {
+					diag := fmt.Sprintf("Pod is being deleted by others")
+					klog.Warning(logPfx + diag)
+					taskStatus.AttemptStatus.CompletionStatus =
+						ci.CompletionCodePodExternalDeleted.
+							NewTaskAttemptCompletionStatus(diag, nil)
+				}
+
+				f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptDeleting)
+				return c.handlePodGracefulDeletion(ctx, f, taskRoleName, taskIndex, pod)
+			}
+		}
+	}
+	// At this point, taskStatus.State must be in:
+	// {TaskAttemptCreationPending, TaskAttemptPreparing,
+	// TaskAttemptRunning, TaskAttemptCompleted}
+
+	if taskStatus.State == ci.TaskAttemptPreparing ||
+		taskStatus.State == ci.TaskAttemptRunning {
+		if taskStatus.DeletionPending {
+			diag := "User has requested to delete the Task by Framework ScaleDown"
+			klog.Info(logPfx + diag)
+			c.completeTaskAttempt(f, taskRoleName, taskIndex, false,
+				ci.CompletionCodeDeleteTaskRequested.
+					NewTaskAttemptCompletionStatus(diag, nil))
+		}
+		return nil
+	}
+	// At this point, taskStatus.State must be in:
+	// {TaskAttemptCreationPending, TaskAttemptCompleted}
+
+	if taskStatus.State == ci.TaskAttemptCompleted {
+		// attemptToRetryTask
+		var retryDecision ci.RetryDecision
+		if taskRoleSpec == nil {
+			retryDecision = ci.RetryDecision{
+				ShouldRetry: false, IsAccountable: true,
+				DelaySec: 0, Reason: "TaskRoleSpec is already deleted"}
+		} else {
+			retryDecision = taskRoleSpec.Task.RetryPolicy.ShouldRetry(
+				taskStatus.RetryPolicyStatus,
+				taskStatus.AttemptStatus.CompletionStatus.CompletionStatus,
+				0, 0)
+		}
+
+		if taskStatus.RetryPolicyStatus.RetryDelaySec == nil {
+			// RetryTask is not yet scheduled, so need to be decided.
+			if retryDecision.ShouldRetry {
+				// scheduleToRetryTask
+				klog.Infof(logPfx+
+					"Will retry Task with new TaskAttempt: RetryDecision: %v",
+					retryDecision)
+
+				taskStatus.RetryPolicyStatus.RetryDelaySec = &retryDecision.DelaySec
+			} else {
+				// completeTask
+				klog.Infof(logPfx+
+					"Will complete Task: RetryDecision: %v",
+					retryDecision)
+
+				f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskCompleted)
+			}
+		}
+
+		if taskStatus.RetryPolicyStatus.RetryDelaySec != nil {
+			// RetryTask is already scheduled, so just need to check whether it
+			// should be executed now.
+			if taskStatus.DeletionPending {
+				klog.Infof(logPfx +
+					"User has requested to delete the Task by Framework ScaleDown, " +
+					"so immediately retry without delay")
+			} else {
+				if c.enqueueTaskRetryDelayTimeoutCheck(f, taskRoleName, taskIndex, true) {
+					klog.Infof(logPfx + "Waiting Task to retry after delay")
+					return nil
+				}
+			}
+
+			// retryTask
+			klog.Info(logPfx + "Task will be retried" +
+				c.cConfig.LogObjectSnapshot.Task.GetLogTailOnTaskRetry(
+					f.MockTask(taskRoleName, taskIndex, false)))
+
+			taskStatus.RetryPolicyStatus.TotalRetriedCount++
+			if retryDecision.IsAccountable {
+				taskStatus.RetryPolicyStatus.AccountableRetriedCount++
+			}
+			taskStatus.RetryPolicyStatus.RetryDelaySec = nil
+			taskStatus.AttemptStatus = f.NewTaskAttemptStatus(
+				taskRoleName, taskIndex, taskStatus.RetryPolicyStatus.TotalRetriedCount)
+			f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptCreationPending)
+
+			// To ensure TaskAttemptCreationPending is persisted before creating
+			// its pod, we need to wait until next sync to create the pod, so manually
+			// enqueue a sync.
+			c.enqueueFrameworkSync(f, "TaskAttemptCreationPending")
+			klog.Infof(logPfx + "Waiting TaskAttemptCreationPending to be persisted")
+			return nil
+		}
+	}
+	// At this point, taskStatus.State must be in:
+	// {TaskAttemptCreationPending, TaskCompleted}
+
+	if taskStatus.State == ci.TaskAttemptCreationPending {
+		if f.IsCompleting() {
+			klog.Infof(logPfx + "Skip to createTaskAttempt: " +
+				"FrameworkAttempt is completing")
+			return nil
+		}
+
+		if taskStatus.DeletionPending || taskRoleSpec == nil {
+			diag := "User has requested to delete the Task by Framework ScaleDown"
+			klog.Info(logPfx + diag)
+
+			// Ensure pod is deleted in remote to avoid managed pod leak after
+			// TaskAttemptCompleted.
+			_, err = c.getOrCleanupPod(ctx, f, cm, taskRoleName, taskIndex, true)
+			if err != nil {
+				return err
+			}
+
+			c.completeTaskAttempt(f, taskRoleName, taskIndex, true,
+				ci.CompletionCodeDeleteTaskRequested.
+					NewTaskAttemptCompletionStatus(diag, nil))
+			return nil
+		}
+
+		// createTaskAttempt
+		pod, err = c.createPod(ctx, f, cm, taskRoleName, taskIndex)
+		if err != nil {
+			apiErr := common.GetErrorCause(err)
+			result := ci.ClassifyPodCreationError(apiErr)
+			if *result.CodeInfo.Code == ci.CompletionCodePodCreationTransientError {
+				// Do not complete the TaskAttempt, as generally, user does not need to
+				// aware the Transient Error during Pod creation.
+				return err
+			}
+
+			klog.Info(logPfx + result.Diagnostics)
+			// Ensure pod is deleted in remote to avoid managed pod leak after
+			// TaskAttemptCompleted.
+			_, err = c.getOrCleanupPod(ctx, f, cm, taskRoleName, taskIndex, true)
+			if err != nil {
+				return err
+			}
+
+			c.completeTaskAttempt(f, taskRoleName, taskIndex, true,
+				result.CodeInfo.Code.
+					NewTaskAttemptCompletionStatus(result.Diagnostics, nil))
+			return nil
+		}
+
+		taskStatus.AttemptStatus.PodUID = &pod.UID
+		taskStatus.AttemptStatus.InstanceUID = ci.GetTaskAttemptInstanceUID(
+			taskStatus.TaskAttemptID(), taskStatus.PodUID())
+		f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptCreationRequested)
+
+		// Informer may not deliver any event if a create is immediately followed by
+		// a delete, so manually enqueue a sync to check the pod existence after the
+		// timeout.
+		c.enqueueTaskAttemptCreationTimeoutCheck(f, taskRoleName, taskIndex, false)
+
+		// The ground truth pod is the local cached one instead of the remote one,
+		// so need to wait before continue the sync.
+		klog.Infof(logPfx +
+			"Waiting Pod to appear in the local cache or timeout")
+		return nil
+	}
+	// At this point, taskStatus.State must be in:
+	// {TaskCompleted}
+
+	if taskStatus.State == ci.TaskCompleted {
+		if f.IsCompleting() {
+			klog.Infof(logPfx + "Skip to attemptToCompleteFrameworkAttempt: " +
+				"FrameworkAttempt is completing")
+			return nil
+		}
+
+		if taskStatus.DeletionPending || taskRoleSpec == nil {
+			klog.Infof(logPfx + "Skip to attemptToCompleteFrameworkAttempt: " +
+				"Task is DeletionPending")
+
+			// To ensure the TaskCompleted[DeletionPending] is persisted before
+			// deleting/replacing its Task instance, we need to wait until next
+			// sync to delete/replace the Task instance, so manually enqueue a sync.
+			c.enqueueFrameworkSync(f, "TaskCompleted[DeletionPending]")
+			klog.Infof(logPfx + "Waiting TaskCompleted[DeletionPending] to be persisted")
+			return nil
+		}
+
+		// attemptToCompleteFrameworkAttempt
+		failedTaskSelector := ci.BindIDP((*ci.TaskStatus).IsFailed, true)
+		succeededTaskSelector := ci.BindIDP((*ci.TaskStatus).IsSucceeded, true)
+		completedTaskSelector := ci.BindIDP((*ci.TaskStatus).IsCompleted, true)
+
+		completionPolicy := taskRoleSpec.FrameworkAttemptCompletionPolicy
+		minFailedTaskCount := completionPolicy.MinFailedTaskCount
+		minSucceededTaskCount := completionPolicy.MinSucceededTaskCount
+
+		var triggerCompletionStatus *ci.FrameworkAttemptCompletionStatus
+		if taskStatus.IsFailed(true) && minFailedTaskCount >= 1 {
+			failedTaskCount := taskRoleStatus.GetTaskCountStatus(failedTaskSelector)
+			if failedTaskCount >= minFailedTaskCount {
+				triggerCompletionStatus = ci.NewFailedTaskTriggeredCompletionStatus(
+					taskStatus, taskRoleName, failedTaskCount, minFailedTaskCount)
+			}
+		}
+
+		if taskStatus.IsSucceeded(true) && minSucceededTaskCount >= 1 {
+			succeededTaskCount := taskRoleStatus.GetTaskCountStatus(succeededTaskSelector)
+			if succeededTaskCount >= minSucceededTaskCount {
+				triggerCompletionStatus = ci.NewSucceededTaskTriggeredCompletionStatus(
+					taskStatus, taskRoleName, succeededTaskCount, minSucceededTaskCount)
+			}
+		}
+
+		if triggerCompletionStatus != nil {
+			klog.Info(logPfx + triggerCompletionStatus.Trigger.Message)
+			c.completeFrameworkAttempt(f, false, triggerCompletionStatus)
+			return nil
+		}
+
+		totalTaskCount := f.GetTotalTaskCountSpec()
+		// At least one completed Task is needed to trigger its
+		// FrameworkAttemptCompletionPolicy.
+		if taskStatus.IsCompleted(true) && totalTaskCount >= 1 {
+			completedTaskCount := f.GetTaskCountStatus(completedTaskSelector)
+			// The Framework must not Completing or Completed, so TaskRoles/Tasks in
+			// f.Spec must fully contain not DeletionPending (ScaleDown) TaskRoles/Tasks
+			// in f.Status, thus completedTaskCount must <= totalTaskCount.
+			if completedTaskCount >= totalTaskCount {
+				triggerCompletionStatus = ci.NewCompletedTaskTriggeredCompletionStatus(
+					taskStatus, taskRoleName, completedTaskCount, totalTaskCount)
+
+				klog.Info(logPfx + triggerCompletionStatus.Trigger.Message)
+				c.completeFrameworkAttempt(f, false, triggerCompletionStatus)
+				return nil
+			}
+		}
+
+		return nil
+	}
+	// At this point, taskStatus.State must be in:
+	// {}
+
+	// Unreachable
+	panic(fmt.Errorf(logPfx+
+		"Failed: At this point, TaskState should be in {} instead of %v",
+		taskStatus.State))
+}
+
+// The pod should be controlled by f's cm.
+func (c *FrameworkController) handlePodGracefulDeletion(
+	ctx context.Context, f *ci.Framework, taskRoleName string, taskIndex int32, pod *core.Pod) error {
+	logPfx := fmt.Sprintf("[%v][%v][%v]: handlePodGracefulDeletion: ",
+		f.Key(), taskRoleName, taskIndex)
+	taskRoleStatus := f.TaskRoleStatus(taskRoleName)
+	timeoutSec := taskRoleStatus.PodGracefulDeletionTimeoutSec
+
+	if pod.DeletionTimestamp == nil {
+		return nil
+	}
+	if timeoutSec == nil {
+		klog.Infof(logPfx + "Waiting Pod to be deleted")
+		return nil
+	}
+	if c.enqueuePodGracefulDeletionTimeoutCheck(f, timeoutSec, true, pod) {
+		klog.Infof(logPfx + "Waiting Pod to be deleted or timeout")
+		return nil
+	}
+
+	klog.Warningf(logPfx+
+		"Pod cannot be deleted within timeout %v, so force delete it",
+		common.SecToDuration(timeoutSec))
+	// Always confirm the force deletion to expose the failure that even force
+	// deletion cannot delete the Pod, such as the Pod Finalizers is not empty.
+	return c.deletePod(ctx, f, taskRoleName, taskIndex, pod.UID, true, true)
+}
+
+// Get Task's current Pod object, if not found, then clean up existing
+// controlled Pod if any.
+// Returned pod is either managed or nil, if it is the managed pod, it is not
+// writable and may be outdated even if no error.
+// Clean up instead of recovery is because the PodUID is always the ground truth.
+func (c *FrameworkController) getOrCleanupPod(
+	ctx context.Context, f *ci.Framework, cm *core.ConfigMap,
+	taskRoleName string, taskIndex int32, confirm bool) (pod *core.Pod, err error) {
+	logPfx := fmt.Sprintf("[%v][%v][%v]: getOrCleanupPod: ",
+		f.Key(), taskRoleName, taskIndex)
+	taskStatus := f.TaskStatus(taskRoleName, taskIndex)
+	podName := taskStatus.PodName()
+
+	if confirm {
+		pod, err = c.kClient.CoreV1().Pods(f.Namespace).Get(ctx, podName,
+			meta.GetOptions{})
+	} else {
+		pod, err = c.podLister.Pods(f.Namespace).Get(podName)
+	}
+
+	if err != nil {
+		if apiErrors.IsNotFound(err) {
+			return nil, nil
+		} else {
+			return nil, fmt.Errorf(logPfx+
+				"Failed to get Pod %v: confirm: %v: %v",
+				podName, confirm, err)
+		}
+	}
+
+	if taskStatus.PodUID() == nil || *taskStatus.PodUID() != pod.UID {
+		// pod is the unmanaged
+		if meta.IsControlledBy(pod, cm) {
+			// The managed Pod becomes unmanaged if and only if Framework.Status
+			// is failed to persist due to FrameworkController restart or create fails
+			// but succeeds on remote, so clean up the Pod to avoid unmanaged pod leak.
+			klog.Warningf(logPfx+
+				"Found unmanaged but controlled Pod, so explicitly delete it: %v, %v",
+				pod.Name, pod.UID)
+			if pod.DeletionTimestamp != nil {
+				err = c.handlePodGracefulDeletion(ctx, f, taskRoleName, taskIndex, pod)
+				if err != nil {
+					return nil, err
+				}
+			}
+			return nil, c.deletePod(ctx, f, taskRoleName, taskIndex, pod.UID, confirm, false)
+		} else {
+			// Do not own and manage the life cycle of not controlled object, so still
+			// consider the get and controlled object clean up is success, and postpone
+			// the potential naming conflict when creating the controlled object.
+			klog.Warningf(logPfx+
+				"Found unmanaged and uncontrolled Pod, and it may be naming conflict "+
+				"with the controlled Pod to be created: %v, %v",
+				pod.Name, pod.UID)
+			return nil, nil
+		}
+	} else {
+		// pod is the managed
+		return pod, nil
+	}
+}
+
+// Using UID to ensure we delete the right object.
+// The podUID should be controlled by f's cm.
+// Note, Pod force deletion can only be done after PodGracefulDeletionTimeoutSec
+// expired which is mostly caused by bad node, for other cases, such as even if
+// delete an unmanaged Pod, the force deletion may cause local node resource
+// conflict since the node may be still healthy.
+func (c *FrameworkController) deletePod(
+	ctx context.Context,
+	f *ci.Framework, taskRoleName string, taskIndex int32,
+	podUID types.UID, confirm bool, force bool) error {
+	podName := f.TaskStatus(taskRoleName, taskIndex).PodName()
+	errPfx := fmt.Sprintf(
+		"[%v][%v][%v]: Failed to delete Pod %v, %v: confirm: %v, force: %v: ",
+		f.Key(), taskRoleName, taskIndex, podName, podUID, confirm, force)
+
+	deleteOptions := &meta.DeleteOptions{Preconditions: &meta.Preconditions{UID: &podUID}}
+	if force {
+		deleteOptions.GracePeriodSeconds = common.PtrInt64(0)
+	}
+	deleteErr := c.kClient.CoreV1().Pods(f.Namespace).Delete(ctx, podName, *deleteOptions)
+	if deleteErr != nil {
+		if !apiErrors.IsNotFound(deleteErr) {
+			return fmt.Errorf(errPfx+"%v", deleteErr)
+		}
+	} else {
+		if confirm {
+			// Confirm it is deleted instead of still deleting.
+			pod, getErr := c.kClient.CoreV1().Pods(f.Namespace).Get(ctx, podName,
+				meta.GetOptions{})
+			if getErr != nil {
+				if !apiErrors.IsNotFound(getErr) {
+					return fmt.Errorf(errPfx+
+						"Pod cannot be got from remote: %v", getErr)
+				}
+			} else {
+				if podUID == pod.UID {
+					return fmt.Errorf(errPfx+
+						"Pod with DeletionTimestamp %v still exist after deletion",
+						pod.DeletionTimestamp)
+				}
+			}
+		}
+	}
+
+	klog.Infof(
+		"[%v][%v][%v]: Succeeded to delete Pod %v, %v: confirm: %v, force: %v",
+		f.Key(), taskRoleName, taskIndex, podName, podUID, confirm, force)
+	return nil
+}
+
+func (c *FrameworkController) createPod(
+	ctx context.Context,
+	f *ci.Framework, cm *core.ConfigMap,
+	taskRoleName string, taskIndex int32) (*core.Pod, error) {
+	pod := f.NewPod(cm, taskRoleName, taskIndex)
+	errPfx := fmt.Sprintf(
+		"[%v][%v][%v]: Failed to create Pod %v",
+		f.Key(), taskRoleName, taskIndex, pod.Name)
+
+	remotePod, createErr := c.kClient.CoreV1().Pods(f.Namespace).Create(ctx, pod, meta.CreateOptions{})
+	if createErr != nil {
+		if apiErrors.IsAlreadyExists(createErr) {
+			// Best effort to judge if conflict with a not controlled object.
+			localPod, getErr := c.podLister.Pods(f.Namespace).Get(pod.Name)
+			if getErr == nil && !meta.IsControlledBy(localPod, cm) {
+				return nil, errorWrap.Wrapf(createErr, errPfx+": "+
+					"Pod naming conflicts with others: "+
+					"Existing Pod %v with DeletionTimestamp %v is not "+
+					"controlled by current ConfigMap %v, %v",
+					localPod.UID, localPod.DeletionTimestamp, cm.Name, cm.UID)
+			}
+		}
+
+		return nil, errorWrap.Wrapf(createErr, errPfx)
+	} else {
+		klog.Infof(
+			"[%v][%v][%v]: Succeeded to create Pod %v",
+			f.Key(), taskRoleName, taskIndex, pod.Name)
+		return remotePod, nil
+	}
+}
+
+func (c *FrameworkController) completeTaskAttempt(
+	f *ci.Framework, taskRoleName string, taskIndex int32,
+	force bool, completionStatus *ci.TaskAttemptCompletionStatus) {
+	logPfx := fmt.Sprintf(
+		"[%v][%v][%v]: completeTaskAttempt: force: %v: ",
+		f.Key(), taskRoleName, taskIndex, force)
+	taskStatus := f.TaskStatus(taskRoleName, taskIndex)
+
+	// CompletionStatus should be immutable after set.
+	if taskStatus.AttemptStatus.CompletionStatus == nil {
+		taskStatus.AttemptStatus.CompletionStatus = completionStatus
+	}
+
+	if force {
+		f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptCompleted)
+
+		if taskStatus.TaskAttemptInstanceUID() == nil {
+			klog.Infof(logPfx+
+				"TaskAttempt %v is completed with CompletionStatus: %v",
+				taskStatus.TaskAttemptID(),
+				common.ToJson(taskStatus.AttemptStatus.CompletionStatus))
+		} else {
+			klog.Infof(logPfx+
+				"TaskAttemptInstance %v is completed with CompletionStatus: %v",
+				*taskStatus.TaskAttemptInstanceUID(),
+				common.ToJson(taskStatus.AttemptStatus.CompletionStatus))
+		}
+
+		// To ensure TaskAttemptCompleted is persisted before exposed its TaskAttempt,
+		// we need to wait until next sync to expose the TaskAttempt, so manually
+		// enqueue a sync.
+		c.enqueueFrameworkSync(f, "TaskAttemptCompleted")
+		klog.Infof(logPfx + "Waiting TaskAttemptCompleted to be persisted")
+	} else {
+		f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskAttemptDeletionPending)
+
+		// To ensure TaskAttemptDeletionPending is persisted before deleting its pod,
+		// we need to wait until next sync to delete the pod, so manually enqueue
+		// a sync.
+		c.enqueueFrameworkSync(f, "TaskAttemptDeletionPending")
+		klog.Infof(logPfx + "Waiting TaskAttemptDeletionPending to be persisted")
+	}
+}
+
+func (c *FrameworkController) completeFrameworkAttempt(
+	f *ci.Framework, force bool, completionStatus *ci.FrameworkAttemptCompletionStatus) {
+	logPfx := fmt.Sprintf(
+		"[%v]: completeFrameworkAttempt: force: %v: ",
+		f.Key(), force)
+
+	// CompletionStatus should be immutable after set.
+	if f.Status.AttemptStatus.CompletionStatus == nil {
+		f.Status.AttemptStatus.CompletionStatus = completionStatus
+	}
+
+	for _, taskRoleStatus := range f.TaskRoleStatuses() {
+		for _, taskStatus := range taskRoleStatus.TaskStatuses {
+			if taskStatus.AttemptStatus.CompletionStatus == nil {
+				taskStatus.AttemptStatus.CompletionStatus =
+					ci.CompletionCodeFrameworkAttemptCompletion.
+						NewTaskAttemptCompletionStatus(
+							"Stop to complete current FrameworkAttempt", nil)
+			}
+		}
+	}
+
+	if force {
+		for _, taskRoleStatus := range f.TaskRoleStatuses() {
+			taskRoleName := taskRoleStatus.Name
+			for _, taskStatus := range taskRoleStatus.TaskStatuses {
+				taskIndex := taskStatus.Index
+				if taskStatus.State != ci.TaskCompleted {
+					if taskStatus.State != ci.TaskAttemptCompleted {
+						c.completeTaskAttempt(f, taskRoleName, taskIndex, true, nil)
+					}
+					taskStatus.RetryPolicyStatus.RetryDelaySec = nil
+					f.TransitionTaskState(taskRoleName, taskIndex, ci.TaskCompleted)
+				}
+			}
+		}
+
+		f.TransitionFrameworkState(ci.FrameworkAttemptCompleted)
+
+		if f.FrameworkAttemptInstanceUID() == nil {
+			klog.Infof(logPfx+
+				"FrameworkAttempt %v is completed with CompletionStatus: %v",
+				f.FrameworkAttemptID(),
+				common.ToJson(f.Status.AttemptStatus.CompletionStatus))
+		} else {
+			klog.Infof(logPfx+
+				"FrameworkAttemptInstance %v is completed with CompletionStatus: %v",
+				*f.FrameworkAttemptInstanceUID(),
+				common.ToJson(f.Status.AttemptStatus.CompletionStatus))
+		}
+
+		// To ensure FrameworkAttemptCompleted is persisted before exposed its
+		// FrameworkAttempt, we need to wait until next sync to expose the
+		// FrameworkAttempt, so manually enqueue a sync.
+		c.enqueueFrameworkSync(f, "FrameworkAttemptCompleted")
+		klog.Infof(logPfx + "Waiting FrameworkAttemptCompleted to be persisted")
+	} else {
+		f.TransitionFrameworkState(ci.FrameworkAttemptDeletionPending)
+
+		// To ensure FrameworkAttemptDeletionPending is persisted before deleting
+		// its cm, we need to wait until next sync to delete the cm, so manually
+		// enqueue a sync.
+		c.enqueueFrameworkSync(f, "FrameworkAttemptDeletionPending")
+		klog.Infof(logPfx + "Waiting FrameworkAttemptDeletionPending to be persisted")
+	}
+}
+
+// Best effort to compress and no need to requeue if failed, since the
+// updateRemoteFrameworkStatus may still succeed if compress failed.
+func (c *FrameworkController) compressFramework(f *ci.Framework) {
+	if *c.cConfig.LargeFrameworkCompression {
+		logPfx := fmt.Sprintf("[%v]: compressFramework: ", f.Key())
+		klog.Infof(logPfx + "Started")
+		defer func() { klog.Infof(logPfx + "Completed") }()
+
+		err := f.Compress()
+		if err != nil {
+			klog.Warningf(logPfx+"Failed: %v", err)
+		}
+	}
+}
+
+func (c *FrameworkController) decompressFramework(f *ci.Framework) error {
+	logPfx := fmt.Sprintf("[%v]: decompressFramework: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	err := f.Decompress()
+	if err != nil {
+		return fmt.Errorf(logPfx+"Failed: %v", err)
+	} else {
+		return nil
+	}
+}
+
+func (c *FrameworkController) updateRemoteFrameworkStatus(ctx context.Context, f *ci.Framework) error {
+	logPfx := fmt.Sprintf("[%v]: updateRemoteFrameworkStatus: ", f.Key())
+	klog.Infof(logPfx + "Started")
+	defer func() { klog.Infof(logPfx + "Completed") }()
+
+	tried := false
+	updateErr := retry.RetryOnConflict(retry.DefaultRetry, func() error {
+		var updateF *ci.Framework
+		if !tried {
+			// Using f to update optimistically, since f may not conflict with remote.
+			updateF = f
+			tried = true
+		} else {
+			// Only retry on conflict, so f must conflict with remote.
+			// Try to resolve conflict by patching f.Status on more recent object.
+			localF, getErr := c.fLister.Frameworks(f.Namespace).Get(f.Name)
+			if getErr != nil {
+				if apiErrors.IsNotFound(getErr) {
+					return fmt.Errorf("Framework cannot be found in local cache: %v", getErr)
+				} else {
+					return fmt.Errorf("Framework cannot be got from local cache: %v", getErr)
+				}
+			} else {
+				// Only resolve conflict for the same object to avoid updating another
+				// object of the same name.
+				if f.UID != localF.UID {
+					return fmt.Errorf(
+						"Framework UID mismatch: Current UID %v, Local Cached UID %v",
+						f.UID, localF.UID)
+				} else {
+					updateF = localF.DeepCopy()
+					updateF.Status = f.Status
+				}
+			}
+		}
+
+		_, updateErr := c.fClient.FrameworkcontrollerV1().Frameworks(updateF.Namespace).Update(ctx, updateF)
+		return updateErr
+	})
+
+	if updateErr != nil {
+		// Will still be requeued and retried after rate limited delay.
+		return fmt.Errorf(logPfx+"Failed: %v", updateErr)
+	} else {
+		return nil
+	}
+}
+
+func (c *FrameworkController) getExpectedFrameworkStatusInfo(key string) *ExpectedFrameworkStatusInfo {
+	if value, ok := c.fExpectedStatusInfos.Load(key); ok {
+		return value.(*ExpectedFrameworkStatusInfo)
+	} else {
+		return nil
+	}
+}
+
+func (c *FrameworkController) deleteExpectedFrameworkStatusInfo(key string) {
+	klog.Infof("[%v]: deleteExpectedFrameworkStatusInfo", key)
+	c.fExpectedStatusInfos.Delete(key)
+}
+
+func (c *FrameworkController) updateExpectedFrameworkStatusInfo(key string,
+	status *ci.FrameworkStatus, uid types.UID, remoteSynced bool) {
+	klog.Infof(
+		"[%v]: updateExpectedFrameworkStatusInfo: UID %v, RemoteSynced %v",
+		key, uid, remoteSynced)
+	c.fExpectedStatusInfos.Store(key, &ExpectedFrameworkStatusInfo{
+		status:       status,
+		uid:          uid,
+		remoteSynced: remoteSynced,
+	})
+}
diff --git a/src/frameworkcontroller/src/pkg/internal/utils.go b/src/frameworkcontroller/src/pkg/internal/utils.go
new file mode 100644
index 00000000..1f188d1c
--- /dev/null
+++ b/src/frameworkcontroller/src/pkg/internal/utils.go
@@ -0,0 +1,227 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package internal
+
+import (
+	"context"
+	"fmt"
+	"reflect"
+	"time"
+
+	ci "github.com/microsoft/frameworkcontroller/pkg/apis/frameworkcontroller/v1"
+	frameworkClient "github.com/microsoft/frameworkcontroller/pkg/client/clientset/versioned"
+	"github.com/microsoft/frameworkcontroller/pkg/common"
+	core "k8s.io/api/core/v1"
+	apiExtensions "k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1"
+	apiClient "k8s.io/apiextensions-apiserver/pkg/client/clientset/clientset"
+	apiErrors "k8s.io/apimachinery/pkg/api/errors"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/util/wait"
+	kubeClient "k8s.io/client-go/kubernetes"
+	"k8s.io/client-go/rest"
+	"k8s.io/client-go/tools/cache"
+	"k8s.io/klog"
+)
+
+func CreateClients(kConfig *rest.Config) (
+	kubeClient.Interface, frameworkClient.Interface) {
+	kClient, err := kubeClient.NewForConfig(kConfig)
+	if err != nil {
+		panic(fmt.Errorf("Failed to create KubeClient: %v", err))
+	}
+
+	fClient, err := frameworkClient.NewForConfig(kConfig)
+	if err != nil {
+		panic(fmt.Errorf("Failed to create FrameworkClient: %v", err))
+	}
+
+	return kClient, fClient
+}
+
+func PutCRD(
+	ctx context.Context,
+	config *rest.Config, crd *apiExtensions.CustomResourceDefinition,
+	establishedCheckIntervalSec *int64, establishedCheckTimeoutSec *int64) {
+	client := createCRDClient(config)
+
+	err := putCRDInternal(ctx, client, crd, establishedCheckIntervalSec, establishedCheckTimeoutSec)
+	if err != nil {
+		panic(fmt.Errorf("Failed to put CRD: %v", err))
+	} else {
+		klog.Infof("Succeeded to put CRD")
+	}
+}
+
+func DeleteCRD(ctx context.Context, config *rest.Config, name string) {
+	client := createCRDClient(config)
+
+	err := client.ApiextensionsV1().CustomResourceDefinitions().Delete(ctx, name, *meta.NewDeleteOptions(0))
+	if err != nil && !apiErrors.IsNotFound(err) {
+		panic(fmt.Errorf("Failed to delete CRD: %v", err))
+	} else {
+		klog.Infof("Succeeded to delete CRD")
+	}
+}
+
+func createCRDClient(config *rest.Config) apiClient.Interface {
+	client, err := apiClient.NewForConfig(config)
+	if err != nil {
+		panic(fmt.Errorf("Failed to create CRDClient: %v", err))
+	}
+
+	return client
+}
+
+func putCRDInternal(
+	ctx context.Context,
+	client apiClient.Interface, newCRD *apiExtensions.CustomResourceDefinition,
+	establishedCheckIntervalSec *int64, establishedCheckTimeoutSec *int64) error {
+
+	remoteCRD, err := client.ApiextensionsV1().CustomResourceDefinitions().Get(ctx, newCRD.Name, meta.GetOptions{})
+	if err == nil {
+		klog.Infof("Update CRD %v", newCRD.Name)
+		if !reflect.DeepEqual(remoteCRD.Spec, newCRD.Spec) {
+			updateCRD := remoteCRD
+			updateCRD.Spec = newCRD.Spec
+			remoteCRD, err = client.ApiextensionsV1().CustomResourceDefinitions().Update(ctx, updateCRD, meta.UpdateOptions{})
+			if err != nil {
+				return err
+			}
+		}
+	} else if apiErrors.IsNotFound(err) {
+		klog.Infof("Create CRD %v", newCRD.Name)
+		remoteCRD, err = client.ApiextensionsV1().CustomResourceDefinitions().Create(ctx, newCRD, meta.CreateOptions{})
+		if err != nil {
+			return err
+		}
+	} else {
+		return err
+	}
+
+	if isCRDEstablished(remoteCRD) {
+		return nil
+	}
+	return wait.Poll(
+		common.SecToDuration(establishedCheckIntervalSec),
+		common.SecToDuration(establishedCheckTimeoutSec),
+		func() (bool, error) {
+			remoteCRD, err = client.ApiextensionsV1().CustomResourceDefinitions().Get(ctx, newCRD.Name, meta.GetOptions{})
+			if err != nil {
+				return false, err
+			}
+			return isCRDEstablished(remoteCRD), nil
+		})
+}
+
+func isCRDEstablished(crd *apiExtensions.CustomResourceDefinition) bool {
+	for _, cond := range crd.Status.Conditions {
+		if cond.Status == apiExtensions.ConditionTrue &&
+			cond.Type == apiExtensions.Established {
+			return true
+		}
+	}
+	return false
+}
+
+// obj should come from Framework SharedIndexInformer, otherwise may panic.
+func ToFramework(obj interface{}) *ci.Framework {
+	f, ok := obj.(*ci.Framework)
+
+	if !ok {
+		deletedFinalStateUnknown, ok := obj.(cache.DeletedFinalStateUnknown)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert obj to Framework or DeletedFinalStateUnknown: %#v",
+				obj))
+		}
+
+		f, ok = deletedFinalStateUnknown.Obj.(*ci.Framework)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert DeletedFinalStateUnknown.Obj to Framework: %#v",
+				deletedFinalStateUnknown))
+		}
+	}
+
+	return f
+}
+
+// obj should come from ConfigMap SharedIndexInformer, otherwise may panic.
+func ToConfigMap(obj interface{}) *core.ConfigMap {
+	cm, ok := obj.(*core.ConfigMap)
+
+	if !ok {
+		deletedFinalStateUnknown, ok := obj.(cache.DeletedFinalStateUnknown)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert obj to ConfigMap or DeletedFinalStateUnknown: %#v",
+				obj))
+		}
+
+		cm, ok = deletedFinalStateUnknown.Obj.(*core.ConfigMap)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert DeletedFinalStateUnknown.Obj to ConfigMap: %#v",
+				deletedFinalStateUnknown))
+		}
+	}
+
+	return cm
+}
+
+// obj should come from Pod SharedIndexInformer, otherwise may panic.
+func ToPod(obj interface{}) *core.Pod {
+	pod, ok := obj.(*core.Pod)
+
+	if !ok {
+		deletedFinalStateUnknown, ok := obj.(cache.DeletedFinalStateUnknown)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert obj to Pod or DeletedFinalStateUnknown: %#v",
+				obj))
+		}
+
+		pod, ok = deletedFinalStateUnknown.Obj.(*core.Pod)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert DeletedFinalStateUnknown.Obj to Pod: %#v",
+				deletedFinalStateUnknown))
+		}
+	}
+
+	return pod
+}
+
+func GetPodDeletionStartTime(pod *core.Pod) *meta.Time {
+	if pod.DeletionTimestamp == nil {
+		return nil
+	}
+
+	var gracePeriod time.Duration
+	if pod.DeletionGracePeriodSeconds == nil {
+		gracePeriod = time.Duration(0)
+	} else {
+		gracePeriod = common.SecToDuration(pod.DeletionGracePeriodSeconds)
+	}
+	return common.PtrTime(meta.NewTime(pod.DeletionTimestamp.Add(-gracePeriod)))
+}
diff --git a/src/grafana/build/grafana.common.dockerfile b/src/grafana/build/grafana.common.dockerfile
index 2b2ebefa..812dedec 100644
--- a/src/grafana/build/grafana.common.dockerfile
+++ b/src/grafana/build/grafana.common.dockerfile
@@ -18,8 +18,9 @@
 
 FROM ubuntu:22.04
 
+ARG TARGETARCH
 ENV \
-  GRAFANA_VERSION=10.4.4 \
+  GRAFANA_VERSION=10.4.18+security~01 \
   GF_PLUGIN_DIR=/grafana-plugins \
   GF_PATHS_LOGS=/var/log/grafana \
   GF_PATHS_DATA=/var/lib/grafana \
@@ -29,7 +30,7 @@ ENV \
 RUN \
   apt-get update && \
   apt-get -y --force-yes --no-install-recommends install libfontconfig wget ca-certificates adduser libfontconfig1 musl curl jq && \
-  wget -O /tmp/grafana.deb https://dl.grafana.com/oss/release/grafana_${GRAFANA_VERSION}_amd64.deb && \
+  wget -O /tmp/grafana.deb https://dl.grafana.com/oss/release/grafana_${GRAFANA_VERSION}_${TARGETARCH}.deb && \
   dpkg -i /tmp/grafana.deb && \
   rm -f /tmp/grafana.deb && \
   ### branding && \
@@ -37,6 +38,8 @@ RUN \
   apt-get clean && \
   rm -rf /var/lib/apt/lists/*
 
+RUN apt-get update && apt-get upgrade -y
+
 RUN grafana-cli plugins install yesoreyeram-infinity-datasource && ls /var/lib/grafana/plugins
 RUN mkdir ${GF_PLUGIN_DIR}
 RUN mv /var/lib/grafana/plugins/yesoreyeram-infinity-datasource /grafana-plugins
diff --git a/src/grafana/config/grafana.py b/src/grafana/config/grafana.py
index e721887e..1ea38e25 100644
--- a/src/grafana/config/grafana.py
+++ b/src/grafana/config/grafana.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import copy
 
 class Grafana(object):
diff --git a/src/hivedscheduler/build/hivedscheduler.k8s.dockerfile b/src/hivedscheduler/build/hivedscheduler.k8s.dockerfile
new file mode 100644
index 00000000..afd68c6e
--- /dev/null
+++ b/src/hivedscheduler/build/hivedscheduler.k8s.dockerfile
@@ -0,0 +1,30 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM golang:1.24.9-alpine3.21 AS builder
+
+ARG TEST=false
+ENV GOPATH=/go
+ENV PROJECT_DIR=/src
+ENV INSTALL_DIR=/opt/hivedscheduler/hivedscheduler
+
+RUN apk update && apk add --no-cache bash
+RUN mkdir -p ${PROJECT_DIR} ${INSTALL_DIR}
+COPY src ${PROJECT_DIR}
+RUN if [ ${TEST} == "true" ]; \
+  then ${PROJECT_DIR}/build/hivedscheduler/go-build.sh test; \
+  else ${PROJECT_DIR}/build/hivedscheduler/go-build.sh; fi && \
+  mv ${PROJECT_DIR}/dist/hivedscheduler/* ${INSTALL_DIR}
+
+
+FROM alpine:3.21
+
+ENV INSTALL_DIR=/opt/hivedscheduler/hivedscheduler
+
+RUN apk update && apk add --no-cache bash
+RUN apk upgrade --no-cache
+
+COPY --from=builder ${INSTALL_DIR} ${INSTALL_DIR}
+WORKDIR ${INSTALL_DIR}
+
+ENTRYPOINT ["./start.sh"]
diff --git a/src/hivedscheduler/build/kube-scheduler.k8s.dockerfile b/src/hivedscheduler/build/kube-scheduler.k8s.dockerfile
new file mode 100644
index 00000000..e08efbef
--- /dev/null
+++ b/src/hivedscheduler/build/kube-scheduler.k8s.dockerfile
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM registry.k8s.io/kube-scheduler:v1.33.1
diff --git a/src/hivedscheduler/deploy/hivedscheduler.yaml.template b/src/hivedscheduler/deploy/hivedscheduler.yaml.template
index ab4d992a..3f4fae95 100644
--- a/src/hivedscheduler/deploy/hivedscheduler.yaml.template
+++ b/src/hivedscheduler/deploy/hivedscheduler.yaml.template
@@ -53,6 +53,8 @@ spec:
       - name: hivedscheduler-config
         configMap:
           name: hivedscheduler-config
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
 
 {%- for vc in cluster_cfg['hivedscheduler']['structured-config']['virtualClusters'] %}
 ---
@@ -96,4 +98,6 @@ spec:
       - name: hivedscheduler-config
         configMap:
           name: hivedscheduler-config
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
 {%- endfor %}
diff --git a/src/hivedscheduler/src/bin/hivedscheduler/start.sh b/src/hivedscheduler/src/bin/hivedscheduler/start.sh
new file mode 100755
index 00000000..3d0a5e13
--- /dev/null
+++ b/src/hivedscheduler/src/bin/hivedscheduler/start.sh
@@ -0,0 +1,33 @@
+#!/bin/bash
+
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+
+cd ${BASH_DIR}
+
+./hivedscheduler "$@"
diff --git a/src/hivedscheduler/src/build/hivedscheduler/go-build.sh b/src/hivedscheduler/src/build/hivedscheduler/go-build.sh
new file mode 100755
index 00000000..e823e18b
--- /dev/null
+++ b/src/hivedscheduler/src/build/hivedscheduler/go-build.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+
+# MIT License
+#
+# Copyright (c) Microsoft Corporation. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+TEST_FLAG=${1:-}
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+# Ensure ${PROJECT_DIR} is ${GOPATH}/src/github.com/microsoft/hivedscheduler
+PROJECT_DIR=${BASH_DIR}/../..
+DIST_DIR=${PROJECT_DIR}/dist/hivedscheduler
+
+cd ${PROJECT_DIR}
+
+rm -rf ${DIST_DIR}
+mkdir -p ${DIST_DIR}
+
+go build -o ${DIST_DIR}/hivedscheduler cmd/hivedscheduler/*
+if [ ! -z ${TEST_FLAG} ] && [ ${TEST_FLAG} == "test" ]; then
+  go test ./...
+fi
+chmod a+x ${DIST_DIR}/hivedscheduler
+cp -r bin/hivedscheduler/* ${DIST_DIR}
+cp -r example/config/default/hivedscheduler.yaml ${DIST_DIR}
+
+echo Succeeded to build binary distribution into ${DIST_DIR}:
+cd ${DIST_DIR} && ls -lR .
diff --git a/src/hivedscheduler/src/cmd/hivedscheduler/main.go b/src/hivedscheduler/src/cmd/hivedscheduler/main.go
new file mode 100644
index 00000000..1ac4ccd8
--- /dev/null
+++ b/src/hivedscheduler/src/cmd/hivedscheduler/main.go
@@ -0,0 +1,36 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package main
+
+import (
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"github.com/microsoft/hivedscheduler/pkg/scheduler"
+)
+
+func init() {
+	common.InitAll()
+}
+
+func main() {
+	scheduler.NewHivedScheduler().Run(common.NewStopChannel())
+}
diff --git a/src/hivedscheduler/src/doc/design/img/AG-state-machine.png b/src/hivedscheduler/src/doc/design/img/AG-state-machine.png
new file mode 100644
index 00000000..8286eff7
Binary files /dev/null and b/src/hivedscheduler/src/doc/design/img/AG-state-machine.png differ
diff --git a/src/hivedscheduler/src/doc/design/img/cell-state-machine.png b/src/hivedscheduler/src/doc/design/img/cell-state-machine.png
new file mode 100644
index 00000000..039524e4
Binary files /dev/null and b/src/hivedscheduler/src/doc/design/img/cell-state-machine.png differ
diff --git a/src/hivedscheduler/src/doc/design/state-machine.md b/src/hivedscheduler/src/doc/design/state-machine.md
new file mode 100644
index 00000000..a3bbef7a
--- /dev/null
+++ b/src/hivedscheduler/src/doc/design/state-machine.md
@@ -0,0 +1,249 @@
+# HiveD State Machines
+
+This document presents the state machines of HiveD, and explains the life cycles of jobs and resources in HiveD.
+We will describe the state machines of our scheduling unit, Affinity Group, and that of our resource unit, Cell, respectively.
+
+## Affinity Group (AG) State Machine
+
+An affinity group (AG) is a set of gang-scheduled pods. It is the basic scheduling unit in HiveD. The figure below shows the state machine of an affinity group.
+
+Note that the AG state machine has interactions with the cell state machine (elaborated later). In our design, AGs influence each other only via their overlapping cells: for example, an event sent to an AG may trigger an event sent to a cell, and that cell may further trigger another event sent to another AG which is currently associated with the cell.
+Therefore, the state machines of multiple AGs are effectively bridged by the state machines of their overlapping cells.
+
+<p style="text-align: center;">
+  <img src="img/AG-state-machine.png" title="AG" alt="AG" width="70%"/>
+</p>
+
+### States
+
+__`Pending`__: the AG is waiting to be scheduled.
+
+__`Preempting`__: the AG has reserved cells but is waiting for the completion of preemptions of other AGs.
+
+__`Allocated`__: the AG is fully allocated cells.
+
+__`Being preempted`__: the AG is being preempted by other AGs via their overlapping cells (the preemption is still ongoing).
+
+__`Deleted`__: the AG is fully deleted and all of its cells are released.
+
+Note that only ``Pending``, `Allocated`, and `Deleted` are persistent, thus they are the recovery points of HiveD. While the other AG states (`Preempting`, `Being preempted`) are volatile, so they will transition to others after scheduler crash and restart (i.e., e<sub>c</sub> in the state machine).
+
+Also note that `Allocated` state includes updating pod annotation (pod binding) and pod running. We assume once pod annotation has been updated (pod bound to a node), the pod running is handled by K8s. We hence only describe the cell allocation state in the state machine, and do not care about the pods' real running state.
+
+### Common AG life cycles
+
+__No preemption involved__:
+`Pending` -> `Allocated` -> `Deleted`
+
+__Preemption involved__:
+`Pending` -> `Preempting` -> `Allocated` -> `Being preempted` -> `Deleted`
+
+### Events
+
+__e<sub>c</sub>__:
+
+Condition: scheduler crashes and restarts.
+
+Operation: none.
+
+__e<sub>0</sub>__:
+
+Condition: all cells that the cell allocation algorithm decides to allocate to the AG are in `Free` or `Reserved` states (we assume the cell allocation algorithm has ensured that for every `Reserved` cell this AG's priority is higher than that of the AG currently associated with the cell, e.g., a `Preempting` AG).
+
+Operation:
+
+For all cells allocated to this AG:
+
+`Free` -> `Used` (by this AG) (e<sub>0</sub> in cell state machine);
+
+`Reserved` (by another AG) -> `Used` (by this AG) (e<sub>8</sub> in cell state machine).
+
+__e<sub>1</sub>__:
+
+Condition: there is at least one cell among those the algorithm decides to allocate to this AG in `Used` or `Reserving` states (we assume the cell allocation algorithm has ensured that for every `Used` or `Reserving` cell this AG's priority is higher than that of the AG currently associated with the cell).
+
+Operation:
+
+For all cells currently associated with other AGs:
+
+`Used` (by other AGs) -> `Reserving` (by this AG) (e<sub>2</sub> in cell state machine);
+
+`Reserving`/`Reserved` (by other AGs) -> `Reserving`/`Reserved` (by this AG) (e<sub>3</sub>/e<sub>6</sub> in cell state machine);
+
+For free cells:
+
+`Free` -> `Reserved` (by this AG) (e<sub>5</sub> in cell state machine).
+
+__e<sub>2</sub>__:
+
+Condition: all the cells that the cell allocation algorithm decided to allocate to this AG are `Reserved`.
+
+Operation: for all cells of this AG:
+
+`Reserved` (by this AG) -> `Used` (by this AG) (e<sub>8</sub> in cell state machine).
+
+__e<sub>3</sub>__:
+
+Condition: all pods of this AG are deleted.
+
+Operation: for all cells of this AG:
+
+`Used` (by this AG) -> `Free` (e<sub>1</sub> in cell state machine).
+
+__e<sub>4</sub>__:
+
+Condition: all pods of this AG are deleted.
+
+Operation:
+all cells `Used` (by this AG) -> `Free` (e<sub>1</sub> in cell state machine).
+
+__e<sub>5</sub>__:
+
+Condition: a `Reserving` or `Reserved` cell in this AG is being overwritten by another AG (e<sub>3</sub> or e<sub>6</sub> in cell state machine).
+
+Operation:
+
+All the other `Reserving` cells (by this AG) -> `Used` (by the `Being preempted` AG currently associated with the cell) (e<sub>4</sub> in cell state machine);
+
+All the other `Reserved` cells (by this AG) -> `Free` (e<sub>7</sub> in cell state machine).
+
+
+__e<sub>6</sub>__:
+
+Condition: a cell allocated to this AG from `Used` (by this AG) to `Reserving` (by another AG) (e<sub>2</sub> in cell state machine)
+
+Operation: none.
+
+__e<sub>7</sub>__:
+
+Condition: all pods of this AG are deleted.
+
+Operation:
+
+All the `Reserving` cells (by this AG) -> `Used` (by the `Being preempted` AG currently associated with the cell) (e<sub>4</sub> in cell state machine).
+
+All the `Reserved` cells (by this AG) -> `Free` (e<sub>7</sub> in cell state machine);
+
+__e<sub>8</sub>__:
+
+Condition: all pods of this AG are deleted.
+
+Operation: none.
+
+## Cell State Machine
+
+Cell is the resource unit in HiveD. The figure below shows the state machine of cell. Note that here cells are _lowest-level physical cells_, e.g., leaf cells in typical configs (we record states only in these cells).
+
+<p style="text-align: center;">
+  <img src="img/cell-state-machine.png" title="cell" alt="cell" width="70%"/>
+</p>
+
+### States
+
+__`Free`__: no AG is associated with this cell.
+
+__`Used`__: only an `Allocated` or a `Being preempted` AG is associated with the cell.
+
+__`Reserved`__: only a `Preempting` AG is associated with the cell.
+
+__`Reserving`__: a `Preempting` and a `Being preempted` AG are associated with the cell.
+
+Note that all states are volatile; the `Free` and `Used` states are derived from the AG state machine.
+
+Also note that the reservation of cells (`Reserved` and `Reserving` states) is not necessarily designed for preemptions (i.e., reserving resources for the `Preempting` AGs), despite the state definitions involving preemptions above. In the future it is possible that we extend this mechanism to support other features that need reservation, such as reservation during waiting to achieve strict FIFO and fairness for larger AGs.
+
+### Common cell life cycles
+
+__No preemption involved__:
+`Free` -> `Used` -> `Free`
+
+__Preemption involved__:
+`Free` -> `Used` -> `Reserving` -> `Reserved` -> `Used` -> `Free`
+
+### Events
+
+Note:
+"Allocate/Reserve/Release a cell" in the below descriptions means modifying the in-memory data structures for scheduling, e.g., free cell list, cell bindings, cell priorities. Allocating/reserving or releasing a cell in the cell view will modify the free cell list, and split or merge the cell, create or destroy cell bindings, and set or reset the cell priority.
+These changes are immediately visible to the cell allocation algorithm when scheduling subsequent AGs.
+
+__e<sub>c</sub>__:
+
+Condition: scheduler crashes and restarts.
+
+Operation: none.
+
+__e<sub>0</sub>__:
+
+Condition: triggered by AG from `Pending` to `Allocated` (e<sub>0</sub> in AG state machine).
+
+Operation: allocate the cell to the AG.
+
+__e<sub>1</sub>__:
+
+Condition: the `Allocated` AG on this is deleted (e<sub>3</sub> in AG state machine).
+
+Operation: release the cell.
+
+__e<sub>2</sub>__:
+
+Condition: triggered by another AG from `Pending` to `Preempting` (i.e., that AG is preempting the `Allocated` AG currently associated with this cell) (e<sub>1</sub> in AG state machine).
+
+Operation:
+
+The `Allocated` AG on this cell -> `Being preempted` (e<sub>6</sub> in AG state machine);
+
+Release the cell, and then reserve it for the `Preempting` AG.
+
+__e<sub>3</sub>__:
+
+Condition: triggered by another AG from `Pending` to `Preempting` (i.e., that AG cancels the preemption of the `Preempting` AG currently associated with this cell, and continues to preempt the `Being preempted` AG associated with this cell) (e<sub>1</sub> in AG state machine).
+
+Operation:
+
+The original `Preempting` AG on this cell -> `Pending` (e<sub>5</sub> in AG state machine);
+
+Release the cell, and then reserve it for the new `Preempting` AG.
+
+__e<sub>4</sub>__:
+
+Condition: triggered by the `Preempting` AG currently associated with this cell to `Pending` (e<sub>5</sub> in AG state machine) or to `Deleted` (e<sub>7</sub> in AG state machine).
+
+Operation: release the cell, and then allocate it to the `Being preempted` AG on this cell (i.e., the preemption victim).
+
+__e<sub>5</sub>__:
+
+Condition: triggered by AG from `Pending` to `Preempting` (e<sub>1</sub> in AG state machine).
+
+Operation: reserve the cell for the `Preempting` AG.
+
+__e<sub>6</sub>__:
+
+Condition: triggered by another AG from `Pending` to `Preempting` (i.e., that AG cancels the preemption of the `Preempting` AG currently associated with this cell) (e<sub>1</sub> in AG state machine).
+
+Operation:
+
+The original `Preempting` AG on this cell -> `Pending` (e<sub>5</sub> in AG state machine).
+
+Release the cell, and then reserve it for the new `Preempting` AG.
+
+__e<sub>7</sub>__:
+
+Condition: triggered by the `Preempting` AG currently associated with this cell to `Pending` (e<sub>5</sub> in AG state machine) or to `Deleted` (e<sub>7</sub> in AG state machine).
+
+Operation: release the cell.
+
+__e<sub>8</sub>__:
+
+Condition: triggered by (i) there is currently a `Preempting` AG on this cell but another `Allocated` AG is now associated with the cell (e<sub>0</sub> in AG state machine); OR (ii) the `Preempting` AG currently associated with this cell transitions to `Allocated` (e<sub>2</sub> in AG state machine).
+
+Operation:
+
+For (i): the `Preempting` AG on this cell -> `Pending`  (e<sub>5</sub> in AG state machine); release the cell and then allocate it to the new `Allocated` AG.
+
+For (ii): none.
+
+__e<sub>9</sub>__:
+
+Condition: the pod on this cell is deleted.
+
+Operation: none.
diff --git a/src/hivedscheduler/src/doc/user-manual.md b/src/hivedscheduler/src/doc/user-manual.md
new file mode 100644
index 00000000..9891d6ec
--- /dev/null
+++ b/src/hivedscheduler/src/doc/user-manual.md
@@ -0,0 +1,191 @@
+# <a name="UserManual">User Manual</a>
+
+## <a name="Index">Index</a>
+   - [Config](#Config)
+   - [Scheduling GPUs](#Scheduling-GPUs)
+
+## <a name="Config">Config</a>
+### <a name="ConfigQuickStart">Config QuickStart</a>
+1. Config `skuTypes`
+
+    **Description:**
+
+    A `skuType` defines a **resource unit** in all resource dimensions.
+
+    Notes:
+    1. It is like the [Azure VM Series](https://docs.microsoft.com/en-us/azure/virtual-machines/windows/sizes-gpu) or [GCP Machine Types](https://cloud.google.com/compute/docs/machine-types).
+    2. Currently, the `skuTypes` is not directly used by HivedScheduler, but it is used by [OpenPAI RestServer](https://github.com/microsoft/pai/tree/master/src/rest-server) to setup proportional Pod resource requests and limits. So, if you are not using with [OpenPAI RestServer](https://github.com/microsoft/pai/tree/master/src/rest-server), you can skip to config it.
+
+    **Example:**
+
+    Assume you have some `K80` nodes of the same SKU in your cluster, and you want to schedule Pods on them:
+
+    1. Using `kubectl describe nodes` to check if these `K80` nodes have nearly the same ([Allocatable Resources](https://kubernetes.io/docs/tasks/administer-cluster/reserve-compute-resources) - [All Daemon Pods Requests, such as Pods for Device Plugin,  Network Plugin, etc](https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/#resource-requests-and-limits-of-pod-and-container)), especially for gpu, cpu, memory. If not, please fix it. Assume the aligned minimal resources are: 4 gpus, 23 cpus, and 219GB memory.
+
+    2. Then proportionally, each gpu request should also has floor(23/4)=5 cpus and floor(219/4)=54GB memory along with it, so config the `K80` `skuType` as below:
+        ```yaml
+        physicalCluster:
+          skuTypes:
+            K80:
+              gpu: 1
+              cpu: 5
+              memory: 54Gi
+        ```
+
+2. Config `cellTypes`
+
+    **Description:**
+
+    A `cellType` defines a **resource topology** of a `skuType`.
+
+    Notes:
+    1. `skuTypes` are also `cellTypes`, but they are all leaf `cellTypes` which do not have internal topology anymore.
+
+    **Example:**
+
+    1. Using `nvidia-smi topo --matrix` to figure out the gpu topology on one above `K80` node:
+        ```
+                GPU0    GPU1    GPU2    GPU3    CPU Affinity
+        GPU0     X      NODE    NODE    NODE    0-11
+        GPU1    NODE     X      NODE    NODE    0-11
+        GPU2    NODE    NODE     X      NODE    0-11
+        GPU3    NODE    NODE    NODE     X      0-11
+        ```
+
+    2. These 4 gpus are equivalent under the node, so config the `K80-NODE` `cellType` as below:
+        ```yaml
+        physicalCluster:
+          cellTypes:
+            K80-NODE:
+              childCellType: K80
+              childCellNumber: 4
+              isNodeLevel: true
+        ```
+
+    3. Assume you have 3 above `K80` nodes under the same network switch or as a pool, so config the `K80-NODE-POOL` `cellType` as below:
+        ```yaml
+        physicalCluster:
+          cellTypes:
+            K80-NODE-POOL:
+              childCellType: K80-NODE
+              childCellNumber: 3
+        ```
+
+3. Config `physicalCells`
+
+    **Description:**
+
+    A `physicalCell` defines a **resource instance**, i.e. a `cellType` instantiated by a specific set of physical devices.
+
+    **Example:**
+
+    1. Assume above 3 `K80` nodes have K8S node names `node1`, `node2` and `node3`, so config a `K80-NODE-POOL` `physicalCell` as below:
+        ```yaml
+        physicalCluster:
+          physicalCells:
+          - cellType: K80-NODE-POOL
+            cellChildren:
+            - cellAddress: node1
+            - cellAddress: node2
+            - cellAddress: node3
+        ```
+
+4. Config `virtualClusters`
+
+    **Description:**
+
+    A `virtualCluster` defines a **resource guaranteed quota** in terms of `cellTypes`.
+
+    **Example:**
+
+    1. Assume you want to partition above 3 `K80` nodes to 2 virtual clusters: vc1 with 1 node and vc2 with 2 nodes, so config `vc1` and `vc2` `virtualCluster` as below:
+        ```yaml
+        virtualClusters:
+          vc1:
+            virtualCells:
+            - cellType: K80-NODE-POOL.K80-NODE
+              cellNumber: 1
+          vc2:
+            virtualCells:
+            - cellType: K80-NODE-POOL.K80-NODE
+              cellNumber: 2
+        ```
+        Notes:
+        1. The name of `virtualCluster` should be constrained by the [K8S naming convention](https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names).
+        2. The `virtualCells.cellType` should be full qualified and should be started with a `cellType` which is explicitly referred in `physicalCells`.
+
+5. Put it together
+
+    **Example:**
+
+    Finally, after above steps, your config would be:
+    ```yaml
+    physicalCluster:
+      skuTypes:
+        K80:
+          gpu: 1
+          cpu: 5
+          memory: 54Gi
+      cellTypes:
+        K80-NODE:
+          childCellType: K80
+          childCellNumber: 4
+          isNodeLevel: true
+        K80-NODE-POOL:
+          childCellType: K80-NODE
+          childCellNumber: 3
+      physicalCells:
+      - cellType: K80-NODE-POOL
+        cellChildren:
+        - cellAddress: node1
+        - cellAddress: node2
+        - cellAddress: node3
+
+    virtualClusters:
+      vc1:
+        virtualCells:
+        - cellType: K80-NODE-POOL.K80-NODE
+          cellNumber: 1
+      vc2:
+        virtualCells:
+        - cellType: K80-NODE-POOL.K80-NODE
+          cellNumber: 2
+    ```
+
+
+### <a name="ConfigDetail">Config Detail</a>
+[Detail Example](../example/config)
+
+## <a name="Scheduling-GPUs">Scheduling GPUs</a>
+
+To leverage this scheduler to schedule GPUs, if one container in the Pod want to use the allocated GPUs for the whole Pod,
+it could contain below environment variables:
+
+* NVIDIA GPUs
+
+  ```yaml
+  env:
+  - name: NVIDIA_VISIBLE_DEVICES
+    valueFrom:
+      fieldRef:
+        fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+  ```
+  The scheduler directly delivers GPU isolation decision to [nvidia-container-runtime](https://github.com/NVIDIA/nvidia-container-runtime)
+  through Pod Env `NVIDIA_VISIBLE_DEVICES`.
+
+* AMD GPUs
+
+  ```yaml
+  env:
+  - name: AMD_VISIBLE_DEVICES
+    valueFrom:
+      fieldRef:
+        fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+  ```
+  The scheduler directly delivers GPU isolation decision to [rocm-container-runtime](https://github.com/abuccts/rocm-container-runtime)
+  through Pod Env `AMD_VISIBLE_DEVICES`.
+
+The annotation referred by the env will be populated by scheduler when bind the pod.
+
+If multiple containers in the Pod contain the env, the allocated GPUs are all visible to them,
+so it is these containers' freedom to control how to share these GPUs.
diff --git a/src/hivedscheduler/src/example/config/basic/hivedscheduler.yaml b/src/hivedscheduler/src/example/config/basic/hivedscheduler.yaml
new file mode 100644
index 00000000..c6e93d47
--- /dev/null
+++ b/src/hivedscheduler/src/example/config/basic/hivedscheduler.yaml
@@ -0,0 +1,39 @@
+# Put it directly under hivedscheduler's current working directory.
+# For the full config setting and usage, see ./pkg/api/config.go
+
+# This config is used to demonstrate basic features.
+
+kubeApiServerAddress: http://10.151.41.15:8080
+
+physicalCluster:
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    3-K80-NODE:
+      childCellType: K80-NODE
+      childCellNumber: 3
+
+  physicalCells:
+  - cellType: 3-K80-NODE
+    cellChildren:
+    - cellAddress: 10.151.41.20
+    - cellAddress: 10.151.41.21
+      pinnedCellId: VC2-K80
+    - cellAddress: 10.151.41.22
+
+virtualClusters:
+  VC1:
+    virtualCells:
+    - cellType: 3-K80-NODE.K80-NODE
+      cellNumber: 1
+  VC2:
+    virtualCells:
+    - cellType: 3-K80-NODE.K80-NODE
+      cellNumber: 1
+    pinnedCells:
+    - pinnedCellId: VC2-K80
diff --git a/src/hivedscheduler/src/example/config/default/hivedscheduler.yaml b/src/hivedscheduler/src/example/config/default/hivedscheduler.yaml
new file mode 100644
index 00000000..58d0db48
--- /dev/null
+++ b/src/hivedscheduler/src/example/config/default/hivedscheduler.yaml
@@ -0,0 +1,7 @@
+# Put it directly under hivedscheduler's current working directory.
+# For the full config setting and usage, see ./pkg/api/config.go
+
+# This is the default config for hivedscheduler, so all settings are commented out.
+
+#kubeApiServerAddress: http://10.10.10.10:8080
+#kubeConfigFilePath: ""
diff --git a/src/hivedscheduler/src/example/config/design/hivedscheduler.yaml b/src/hivedscheduler/src/example/config/design/hivedscheduler.yaml
new file mode 100644
index 00000000..f027621b
--- /dev/null
+++ b/src/hivedscheduler/src/example/config/design/hivedscheduler.yaml
@@ -0,0 +1,290 @@
+# Put it directly under hivedscheduler's current working directory.
+# For the full config setting and usage, see ./pkg/api/config.go
+
+# This config is used to demonstrate all designed features.
+
+kubeApiServerAddress: http://10.10.10.10:8080
+#kubeConfigFilePath: ""
+
+################################################################################
+# [Required]: Cluster Admin -> HS Config -> PC
+#
+# Constrains:
+# 1. All cellTypes should form a forest, i.e. a disjoint union of trees.
+# 2. All physicalCells should contain at most one physical specific device.
+# 3. Each physicalCell should contain exactly one node level cellType.
+# 4. Each physicalCell should specify full hierarchies defined by its cellType.
+# 5. A pinnedCellId should can be universally locate one physicalCell.
+#
+# Best Practice:
+# 1. Best effort to merge to large cell and reflect physical facts, unless need
+#    to split for cell fraction.
+# 2. Best effort to forge hierarchy and the corresponding cell types, so that VC
+#    can request more fine-grained cells.
+################################################################################
+physicalCluster:
+  # Define the cell structures.
+  # Each leaf cellType contains a single device and also defines a leafCellType of the
+  # same name.
+  cellTypes:
+    #######################################
+    # CT1
+    #######################################
+    CT1-NODE:
+      # Specify the cellType of its child cells.
+      childCellType: CT1
+      # Specify how many child cells it contains.
+      childCellNumber: 2
+      # Specify whether it is a node level cellType, i.e. contains all leaf cells of
+      # its corresponding leafCellType within one node and only contains these leaf cells.
+      # Defaults to false.
+      isNodeLevel: true
+
+    #######################################
+    # DGX1-P100
+    #######################################
+    DGX1-P100-PCI-SWITCH:
+      childCellType: DGX1-P100
+      childCellNumber: 2
+    DGX1-P100-CPU-SOCKET:
+      childCellType: DGX1-P100-PCI-SWITCH
+      childCellNumber: 2
+    DGX1-P100-NODE:
+      childCellType: DGX1-P100-CPU-SOCKET
+      childCellNumber: 2
+      isNodeLevel: true
+    3-DGX1-P100-NODE:
+      childCellType: DGX1-P100-NODE
+      childCellNumber: 3
+
+    #######################################
+    # DGX1-V100
+    #######################################
+    DGX1-V100-PCI-SWITCH:
+      childCellType: DGX1-V100
+      childCellNumber: 2
+    DGX1-V100-CPU-SOCKET:
+      childCellType: DGX1-V100-PCI-SWITCH
+      childCellNumber: 2
+    DGX1-V100-NODE:
+      childCellType: DGX1-V100-CPU-SOCKET
+      childCellNumber: 2
+      isNodeLevel: true
+    2-DGX1-V100-NODE:
+      childCellType: DGX1-V100-NODE
+      childCellNumber: 2
+
+    #######################################
+    # DGX2-V100 without IB
+    #######################################
+    # Forged hierarchy to allow request more fine-grained cells, the real
+    # hierarchy is:
+    # DGX2-V100-NODE:
+    #   childCellType: DGX2-V100
+    #   childCellNumber: 16
+    DGX2-V100-NODE-2-GPU:
+      childCellType: DGX2-V100
+      childCellNumber: 2
+    DGX2-V100-NODE-4-GPU:
+      childCellType: DGX2-V100-NODE-2-GPU
+      childCellNumber: 2
+    DGX2-V100-NODE-8-GPU:
+      childCellType: DGX2-V100-NODE-4-GPU
+      childCellNumber: 2
+    DGX2-V100-NODE:
+      childCellType: DGX2-V100-NODE-8-GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    # Enumerate all rack hierarchies here for VC and Job to request a group of
+    # nodes that must be within the same rack.
+    2-DGX2-V100-NODE:
+      childCellType: DGX2-V100-NODE
+      childCellNumber: 2
+    3-DGX2-V100-NODE:
+      childCellType: DGX2-V100-NODE
+      childCellNumber: 3
+    # Forged hierarchy to allow request more fine-grained cells, the real
+    # hierarchy may be:
+    # 4-DGX2-V100-NODE:
+    #   childCellType: DGX2-V100-NODE
+    #   childCellNumber: 4
+    4-DGX2-V100-NODE:
+      childCellType: 2-DGX2-V100-NODE
+      childCellNumber: 2
+    # Etc...
+
+    #######################################
+    # DGX2-V100 with IB
+    #######################################
+    IB-DGX2-V100-NODE-2-GPU:
+      childCellType: IB-DGX2-V100-V100
+      childCellNumber: 2
+    IB-DGX2-V100-NODE-4-GPU:
+      childCellType: IB-DGX2-V100-NODE-2-GPU
+      childCellNumber: 2
+    IB-DGX2-V100-NODE-8-GPU:
+      childCellType: IB-DGX2-V100-NODE-4-GPU
+      childCellNumber: 2
+    IB-DGX2-V100-NODE:
+      childCellType: IB-DGX2-V100-NODE-8-GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    2-IB-DGX2-V100-NODE:
+      childCellType: IB-DGX2-V100-NODE
+      childCellNumber: 2
+    # Etc...
+
+  # Instantiate physical cell by mapping physical devices to the cell structure
+  # defined by cellType.
+  # User can specify an address for each cell. User MUST specify the addresses
+  # for node-level cells (i.e., K8s node names).
+  # For levels lower than node, if a cell is not specified with an address,
+  # we will assign it a default address using its relative index in this node (e.g., GPU index).
+  # For levels higher than node, the default address is the relative index among the cells
+  # at the same level within the same top-level cell.
+  # For a top-level cell, its default address is its index among all the top-level cells
+  # (i.e., in the array "physicalCells").
+  physicalCells:
+  - cellType: CT1-NODE
+    cellAddress: 0.0.0.0
+  - cellType: CT1-NODE
+    cellAddress: 0.0.0.1
+  # One node has multiple leaf cell types and
+  # non-standard leaf cell indices (by explicitly specifying cell addresses)
+  - cellType: CT1-NODE
+    cellAddress: 1.0.0.2  # NODE Name
+    cellChildren:
+    - cellAddress: 8  # GPU Index
+      pinnedCellId: VC1-YQW-CT1
+    - cellAddress: 9  # GPU Index
+  # One cell has non-standard leaf cell indices
+  - cellType: 3-DGX1-P100-NODE
+    cellChildren:
+    # cellAddress can be omitted for non-node level cellType, which defaults to
+    # ascending integers started from 0 for the same cellType.
+    # For example, the children of the cell below (1.0.0.2) will be inferred
+    # just as 1.0.0.1.
+    - cellAddress: 1.0.0.2  # NODE Name
+      cellChildren: null # null, empty or not specified
+    - cellAddress: 1.0.0.1  # NODE Name
+      cellChildren:
+      - cellAddress: 0      # CPU-SOCKET Index
+        cellChildren:
+        - cellAddress: 0    # PCI-SWITCH Index
+          cellChildren:
+          - cellAddress: 0  # GPU Index
+          - cellAddress: 1  # GPU Index
+        - cellAddress: 1    # PCI-SWITCH Index
+          cellChildren:
+          - cellAddress: 2  # GPU Index
+          - cellAddress: 3  # GPU Index
+      - cellAddress: 1      # CPU-SOCKET Index
+        cellChildren:
+        - cellAddress: 2    # PCI-SWITCH Index
+          cellChildren:
+          - cellAddress: 4  # GPU Index
+          - cellAddress: 5  # GPU Index
+        - cellAddress: 3    # PCI-SWITCH Index
+          cellChildren:
+          - cellAddress: 6  # GPU Index
+          - cellAddress: 7  # GPU Index
+    - cellAddress: 1.0.0.0  # NODE Name
+      cellChildren:
+      - cellAddress: 1      # CPU-SOCKET Index
+        cellChildren:
+        - cellAddress: 1    # PCI-SWITCH Index
+          cellChildren:
+          - cellAddress: 1  # GPU Index
+          - cellAddress: 3  # GPU Index
+        - cellAddress: 0    # PCI-SWITCH Index
+          cellChildren:
+          - cellAddress: 4  # GPU Index
+          - cellAddress: 7  # GPU Index
+      - cellAddress: 0      # CPU-SOCKET Index
+        cellChildren:
+        - cellAddress: 1    # PCI-SWITCH Index
+          cellChildren:
+          - cellAddress: 0  # GPU Index
+          - cellAddress: 2  # GPU Index
+        - cellAddress: 0    # PCI-SWITCH Index
+          cellChildren:
+          - cellAddress: 6  # GPU Index
+          - cellAddress: 5  # GPU Index
+  - cellType: DGX2-V100-NODE
+    cellAddress: 0.0.1.0
+  - cellType: DGX2-V100-NODE
+    cellAddress: 0.0.5.0
+  - cellType: 3-DGX2-V100-NODE
+    cellChildren:
+    - cellAddress: 0.0.2.0
+    - cellAddress: 0.0.2.1
+    - cellAddress: 0.0.2.2
+  - cellType: 4-DGX2-V100-NODE
+    cellChildren:
+    - pinnedCellId: VC1-YQW-DGX2
+      cellChildren:
+      - cellAddress: 0.0.3.0
+      - cellAddress: 0.0.3.1
+    - cellChildren:
+      - cellAddress: 0.0.3.2
+      - cellAddress: 0.0.3.3
+  - cellType: 4-DGX2-V100-NODE
+    cellChildren:
+    - cellChildren:
+      - cellAddress: 0.0.4.0
+      - cellAddress: 0.0.4.1
+    - cellChildren:
+      - cellAddress: 0.0.4.2
+      - cellAddress: 0.0.4.3
+  - cellType: 2-IB-DGX2-V100-NODE
+    pinnedCellId: VC1-YQW-IB-DGX2
+    cellChildren:
+    - cellAddress: 0.1.0.0
+    - cellAddress: 0.1.0.1
+
+
+################################################################################
+# [Required]: VC Admin -> HS Config -> VC
+#
+# Constrains:
+# 1. The whole VCs must be able to be fitted into the PC.
+# 2. The cellType field should be full qualified and should be started with a
+#    cellType which is referred in physicalCells.
+# 3. A pinnedCellId should can only be referred in one VC for one time.
+#
+# Best Practice:
+# 1. Best effort to just plan its own VC quota based on the PC facts, unless need
+#    to request a fraction of cell.
+################################################################################
+virtualClusters:
+  VC1:
+    virtualCells:
+    # 2 DGX2-V100-NODE may not be within the same rack.
+    - cellType: 4-DGX2-V100-NODE.2-DGX2-V100-NODE.DGX2-V100-NODE
+      cellNumber: 2
+    # 2 DGX2-V100-NODE may not be within the same rack.
+    - cellType: 3-DGX2-V100-NODE.DGX2-V100-NODE
+      cellNumber: 2
+    # 2 DGX2-V100-NODE must not be within the same rack.
+    - cellType: DGX2-V100-NODE
+      cellNumber: 2
+    # 2 DGX2-V100-NODE must be within the same rack.
+    - cellType: 4-DGX2-V100-NODE.2-DGX2-V100-NODE
+      cellNumber: 1
+    pinnedCells:
+    # 1 CT1 GPU must be the VC1-YQW-CT1 GPU.
+    - pinnedCellId: VC1-YQW-CT1
+    # 2 DGX2-V100-NODE must be within the VC1-YQW-DGX2 rack.
+    - pinnedCellId: VC1-YQW-DGX2
+    # 2 IB-DGX2-V100-NODE must be within the VC1-YQW-IB-DGX2 rack.
+    - pinnedCellId: VC1-YQW-IB-DGX2
+  VC2:
+    virtualCells:
+    # 2 DGX1-P100-NODE may not be within the same rack.
+    - cellType: 3-DGX1-P100-NODE.DGX1-P100-NODE
+      cellNumber: 2
+    # 2 DGX1-P100-CPU-SOCKET may not be within the same node.
+    - cellType: 3-DGX1-P100-NODE.DGX1-P100-NODE.DGX1-P100-CPU-SOCKET
+      cellNumber: 2
+    - cellType: CT1-NODE
+      cellNumber: 1
diff --git a/src/hivedscheduler/src/example/feature/README.md b/src/hivedscheduler/src/example/feature/README.md
new file mode 100644
index 00000000..866a2298
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/README.md
@@ -0,0 +1,222 @@
+# Feature Demo
+
+## Notes
+1. [OpenPAI](https://github.com/microsoft/pai) is leveraged to show these end-to-end scheduling feature demos, but it is not a requisite for HiveD. All these features can also be reproduced with other platforms or even by [raw pods](../request/basic/request.yaml).
+2. HiveD config and Job request may need to be adjusted according to your own cluster.
+
+## VC Safety
+### Description
+
+HiveD guarantees **quota safety for all VCs**, in the sense that the requests to cells defined in each VC can always be satisfied.
+
+VC's cells can be described by Hardware Quantity, [Topology](#VC-Safety), [Type](#SKU-Type), [Pinned Cells](#Pinned-Cells), etc. To guarantee safety, HiveD never allows a VC to "invade" other VCs' cells. For example, to guarantee all VCs' topology, one VC's [guaranteed jobs](#Guaranteed-Job) should never make fragmentation inside other VCs:
+
+Two DGX-2s, two VCs each owns one DGX-2 node. For a traditional scheduler, this will translate into two VCs each owning 16 GPUs. When a user submits 16 1-GPU jobs to vc1, the user in vc2 might not be able to run a 16-GPU job, due to possible fragmentation issue caused by vc1. While HiveD can guarantee each VC always has one entire node available for its dedicated use.
+
+### Reproduce Steps
+1. Use [hived-config-1](file/hived-config-1.yaml).
+2. Submit 2 jobs [itc-safety-1](file/itc-safety-1.yaml), [itc-safety-2](file/itc-safety-2.yaml) to the same VC, all tasks will always run within the same node (10.151.41.26).
+   <img src="file/itc-safety-1.png" width="900"/>
+   <img src="file/itc-safety-2.png" width="900"/>
+
+## Pinned Cells
+### Description
+One VC contains two DGX-2 node cells. The VC admin would like to pin one DGX-2 node cell in the physical cluster for dedicated use, i.e. that cell will be bound to a node statically. Without explicit `pinnedCellId` specified, a job will not be allowed to run on the pinned node.
+
+This is similar to [K8S Taints and Tolerations](https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/#example-use-cases), but with [VC Safety](#VC-Safety) guaranteed.
+
+### Reproduce Steps
+1. Use [hived-config-8](file/hived-config-8.yaml).
+2. Submit job [itc-pin](file/itc-pin.yaml) to vc1, all tasks in task role vc1pinned will be on node 10.151.41.25 (which is pinned), all tasks in task role vc1nopinned will NOT be on node 10.151.41.25.
+   <img src="file/itc-pin.png" width="900"/>
+
+## SKU Type
+### Description
+`skuType` is the leaf `cellType` which does not have internal topology anymore.
+
+If `skuType` is specified in the job, only that type of leaf cell will be allocated to the job, otherwise, any type of leaf cell can be allocated.
+
+This is similar to [K8S Labels and Selectors](https://kubernetes.io/docs/concepts/overview/working-with-objects/labels), but with [VC Safety](#VC-Safety) guaranteed.
+
+### Reproduce Steps
+#### `skuType` specified
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-k80-type](file/itc-k80-type.yaml), it will be partially running (some tasks waiting because all the specified K80 GPUs are used).
+   <img src="file/itc-k80-type.png" width="900"/>
+
+#### `skuType` not specified
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-no-type](file/itc-no-type.yaml), it will be fully running, and some tasks are using K80 (10.151.41.18) while others are using M60 (10.151.41.26).
+   <img src="file/itc-no-type.png" width="900"/>
+
+## Gang Scheduling
+### Description
+A set of pods is scheduled as a gang, i.e. in an all-or-nothing fashion.
+
+The gang is treated as an `AffinityGroup`, the scheduling unit of HiveD.
+
+A job can specify all its pods are in the same `AffinityGroup`, so the whole job is gang scheduled.
+
+This is useful for jobs that cannot perform any useful work, such as making progress or serving, until all pods are running. A typical example in deep learning workloads is [distributed training](#TensorFlow-Distributed-Training).
+
+### Reproduce Steps
+#### Basic
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-gang](file/itc-gang.yaml), which requests for 6 single-GPU tasks. All tasks will be waiting without IP associated, because the VC only has 4 GPUs for the specified type.
+3. Submit job [itc-gang4](file/itc-gang4.yaml), which requests for 4 single-GPU tasks, all tasks will be running, while [itc-gang](file/itc-gang.yaml) will be still waiting without IP associated. This also shows that there is no [head-of-line blocking](https://en.wikipedia.org/wiki/Head-of-line_blocking) by HiveD itself (i.e., [itc-gang](file/itc-gang.yaml) will not block [itc-gang4](file/itc-gang4.yaml)).
+   <img src="file/itc-gang.png" width="900"/>
+   <img src="file/itc-gang4.png" width="900"/>
+
+#### TensorFlow Distributed Training
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-dtf](file/itc-dtf.yaml) to default VC, it will success.
+   <img src="file/itc-dtf.png" width="900"/>
+
+## Incremental Scheduling
+### Description
+A set of pods is scheduled regardless of each other, i.e. does not require [Gang Scheduling](#Gang-Scheduling).
+
+A job can specify its pods in different `AffinityGroups`, so the whole job is incrementally scheduled (one `AffinityGroup` each time).
+
+This is used for jobs that can still perform useful works, such as making progress or serving, even if only one pod is running.
+
+### Reproduce Steps
+1. Use [hived-config-1](file/hived-config-1.yaml).
+2. Submit job [itc-elastic](file/itc-elastic.yaml) whose total request is larger than its VC quota, however, it can still partially run.
+   <img src="file/itc-elastic.png" width="900"/>
+
+## Guaranteed Job
+### Description
+Guaranteed Job: Job whose priority is non-negative, it can only use its own VC's quota, however, once it is allocated, it will not be preempted by other VCs' jobs.
+
+### Reproduce Steps
+1. Use [hived-config-1](file/hived-config-1.yaml).
+2. Submit job [itc-elastic](file/itc-elastic.yaml), it will not use more than one node.
+   <img src="file/itc-elastic.png" width="900"/>
+
+## Opportunistic Job
+### Description
+Opportunistic Job: Job whose priority is -1, it can use other VCs' quota, however, once it is allocated, it may be preempted by other VCs' guaranteed jobs.
+
+### Reproduce Steps
+1. Use [hived-config-1](file/hived-config-1.yaml).
+2. Submit job [itc-oppo](file/itc-oppo.yaml), it will use more than one node, even if its VC has only one node.
+   <img src="file/itc-oppo.png" width="900"/>
+
+## Intra-VC Preemption
+### Description
+Within one VC, a high-priority job can preempt low-priority jobs.
+
+### Reproduce Steps
+#### Immediate Preemption
+1. Use [hived-config-3](file/hived-config-3.yaml).
+2. Submit [itc-intra-imd-preempt-test](file/itc-intra-imd-preempt-test.yaml), which requests for 4 M60 GPUs for vc1 with test (0) priority.
+3. Submit [itc-intra-imd-preempt-prod](file/itc-intra-imd-preempt-prod.yaml), which also requests for 4 M60 GPUs for vc1 with prod (100) priority. The job will preempt the test job immediately, so the test job is retried and waiting for resource.
+   <img src="file/itc-intra-imd-preempt-test.png" width="900"/>
+   <img src="file/itc-intra-imd-preempt-prod.png" width="900"/>
+
+#### Lazy Preemption
+1. Use [hived-config-3](file/hived-config-3.yaml).
+2. Submit [itc-intra-lazy-preempt-test](file/itc-intra-lazy-preempt-test.yaml), which requests for 4 K80 GPUs for vc1 with test (0) priority.
+3. Submit [itc-intra-lazy-preempt-prod](file/itc-intra-lazy-preempt-prod.yaml), which also requests for 4 K80 GPUs for vc1 with prod (100) priority. The job will just downgrade the test job to be [Opportunistic Job](#Opportunistic-Job), instead of preempting it immediately, because all jobs can still fit into the whole physical cluster.
+4. Submit [itc-intra-lazy-preempt-prod2](file/itc-intra-lazy-preempt-prod2.yaml), which also requests for 3 * 4 K80 GPUs for default VC with prod (100) priority. The job will preempt the test job immediately, because all jobs cannot fit into the whole physical cluster.
+   <img src="file/itc-intra-lazy-preempt-test.png" width="900"/>
+   <img src="file/itc-intra-lazy-preempt-prod.png" width="900"/>
+   <img src="file/itc-intra-lazy-preempt-prod2.png" width="900"/>
+> NOTE: `lazyPreemptionEnable` option is disabled by default, becasue earlier job may be downgraded to low priority job and get preempted by later jobs, which may be confusing.
+
+## Inter-VC Preemption
+### Description
+One VC's [Guaranteed Job](#Guaranteed-Job) can preempt other VCs' [Opportunistic Jobs](#Opportunistic-Job).
+
+### Reproduce Steps
+1. Use [hived-config-3](file/hived-config-3.yaml).
+2. Submit [itc-inter-preempt-oppo](file/itc-inter-preempt-oppo.yaml), which requests for 2 * 4 K80 GPUs for vc1 with oppo (-1) priority.
+3. Submit [itc-inter-preempt-prod](file/itc-inter-preempt-prod.yaml), which also requests for 3 * 4 K80 GPUs for default VC with prod (100) priority. The job will preempt the oppo job immediately.
+   <img src="file/itc-inter-preempt-oppo.png" width="900"/>
+   <img src="file/itc-inter-preempt-prod.png" width="900"/>
+
+## Topology-Aware Intra-VC Scheduling
+### Description
+Within one VC, HiveD chooses nearest leaf cells for one `AffinityGroup` in best effort.
+
+### Reproduce Steps
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-buddy](file/itc-buddy.yaml), which requests for 2 single GPU tasks in the same `AffinityGroup`, tasks will be allocated to 2 buddy GPUs.
+
+   <img src="file/itc-buddy-1.png" width="600"/>
+   <img src="file/itc-buddy-2.png" width="600"/>
+   <img src="file/itc-buddy-3.png" width="500"/>
+
+## Work-Preserving Reconfiguration
+### Description
+HiveD can be reconfigured without unnecessary user impacts, such as add/update/delete physical/virtual clusters, different device types/topologies, etc.
+
+### Reproduce Steps
+#### PhysicalCluster Reconfig - Delete PhysicalCell
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-reconfig-1](file/itc-reconfig-1.yaml) which requests M60 `skuType`. Wait until it is running.
+3. Delete all M60 `skuType` related PhysicalCells and VirtualCells from [hived-config-2](file/hived-config-2.yaml), i.e. becomes [hived-config-33](file/hived-config-33.yaml).
+4. Use [hived-config-33](file/hived-config-33.yaml), and restart HiveD.
+5. The job will still run without any impact, but its M60 usage is ignored by HiveD.
+   *However, normally, the job will still fail if the corresponding physical node is later deleted from K8S or unhealthy.*
+   <img src="file/itc-reconfig-1.png" width="900"/>
+
+#### PhysicalCluster Reconfig - Add PhysicalCell
+1. Use [hived-config-33](file/hived-config-33.yaml).
+2. Submit job [itc-k80-type](file/itc-k80-type.yaml) which requests K80 `skuType`. Wait until it is running.
+3. Add all M60 `skuType` related PhysicalCells and VirtualCells into [hived-config-33](file/hived-config-33.yaml), i.e. becomes [hived-config-2](file/hived-config-2.yaml).
+4. Use [hived-config-2](file/hived-config-2.yaml), and restart HiveD.
+5. The job will still run without any impact, and its K80 usage is still accounted by HiveD.
+   <img src="file/itc-k80-type.png" width="900"/>
+
+#### PhysicalCluster Reconfig - Update PhysicalCell - Add Node
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-reconfig-1](file/itc-reconfig-1.yaml) which requests M60 `skuType`. Wait until it is running.
+3. Add one M60 node into a PhysicalCell, then becomes [hived-config-4](file/hived-config-4.yaml).
+4. Use [hived-config-4](file/hived-config-4.yaml), and restart HiveD.
+5. The job will still run without any impact, and its M60 usage is still accounted by HiveD.
+6. To confirm the job is not impacted, such as [lazy preempted](#Lazy-Preemption). Submit job [itc-reconfig-2](file/itc-reconfig-2.yaml) which requests all M60 nodes and has the same priority as [itc-reconfig-1](file/itc-reconfig-1.yaml). The job will be waiting instead of preempting [itc-reconfig-1](file/itc-reconfig-1.yaml).
+   <img src="file/itc-reconfig-2.png" width="900"/>
+
+#### PhysicalCluster Reconfig - Update PhysicalCell - Delete Node
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-reconfig-3](file/itc-reconfig-3.yaml) which requests K80 `skuType`. Wait until it is running.
+3. Delete one K80 node used by [itc-reconfig-3](file/itc-reconfig-3.yaml) from a PhysicalCell, then becomes [hived-config-7](file/hived-config-7.yaml).
+4. Use [hived-config-7](file/hived-config-7.yaml), and restart HiveD.
+5. The job will still run without any impact, but its deleted node usage is ignored by HiveD.
+   *However, normally, the job will still fail if the corresponding physical node is later deleted from K8S or unhealthy.*
+   <img src="file/itc-reconfig-3-1.png" width="900"/>
+
+#### VirtualCluster Reconfig - Delete VirtualCluster
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-reconfig-3](file/itc-reconfig-3.yaml) to default VC. Wait until it is running.
+3. Delete the default VC and move its quota to vc1, then becomes [hived-config-5](file/hived-config-5.yaml).
+4. Use [hived-config-5](file/hived-config-5.yaml), and restart HiveD.
+5. The job will still run without any interruption but [lazy preempted](#Lazy-Preemption) by HiveD.
+   <img src="file/itc-reconfig-3.png" width="900"/>
+6. To confirm it is [lazy preempted](#Lazy-Preemption), submit job [itc-reconfig-4](file/itc-reconfig-4.yaml) to vc1 which requests all K80 nodes. The job will immediately preempt [itc-reconfig-3](file/itc-reconfig-3.yaml).
+   <img src="file/itc-reconfig-4.png" width="900"/>
+
+#### VirtualCluster Reconfig - Update VirtualCluster
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Submit job [itc-reconfig-3](file/itc-reconfig-3.yaml) to default VC. Wait until it is running.
+3. Move one K80-NODE cell from default VC to vc1, then becomes [hived-config-6](file/hived-config-6.yaml).
+4. Use [hived-config-6](file/hived-config-6.yaml), and restart HiveD.
+5. The job will still run without any interruption but [lazy preempted](#Lazy-Preemption) by HiveD.
+6. To confirm it is [lazy preempted](#Lazy-Preemption), submit job [itc-reconfig-5](file/itc-reconfig-5.yaml) to vc1 which requests all K80 nodes. The job will immediately preempt [itc-reconfig-3](file/itc-reconfig-3.yaml).
+   <img src="file/itc-reconfig-5.png" width="900"/>
+
+## Bad Hardware Awareness
+### Description
+Avoid scheduling pods to bad hardware.
+
+### Reproduce Steps
+1. Use [hived-config-2](file/hived-config-2.yaml).
+2. Stop kubelet on 10.151.41.26 (the only M60 node) by `sudo systemctl stop kubelet`. Wait until this is detected by K8S.
+   <br><img src="file/itc-badnode50-1.png" width="600"/>
+3. Submit job [itc-badnode50](file/itc-badnode50.yaml), which requests M60 node, it will be waiting without IP associated.
+   <img src="file/itc-badnode50-2.png" width="900"/>
+4. Bring back 10.151.41.26 by `sudo systemctl start kubelet`. Wait until this is detected by K8S.
+5. The waiting job will start running, without any retries.
+   <img src="file/itc-badnode50-3.png" width="900"/>
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-1.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-1.yaml
new file mode 100644
index 00000000..6fa12a92
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-1.yaml
@@ -0,0 +1,50 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    2-K80-NODE:
+      childCellType: K80-NODE
+      childCellNumber: 2
+    3-K80-NODE:
+      childCellType: K80-NODE
+      childCellNumber: 3
+
+  physicalCells:
+  - cellType: 3-K80-NODE
+    cellChildren:
+    - cellAddress: 10.151.41.19
+    - cellAddress: 10.151.41.25
+      pinnedCellId: VC2-K80
+    - cellAddress: 10.151.41.26
+  - cellType: 2-K80-NODE
+    cellChildren:
+    - cellAddress: 10.151.41.23
+    - cellAddress: 10.151.41.24
+
+virtualClusters:
+  vc1:
+    virtualCells:
+    - cellType: 3-K80-NODE.K80-NODE
+      cellNumber: 1
+  vc2:
+    virtualCells:
+    - cellType: 3-K80-NODE.K80-NODE
+      cellNumber: 1
+    pinnedCells:
+    - pinnedCellId: VC2-K80
+  default:
+    virtualCells:
+    - cellType: 2-K80-NODE
+      cellNumber: 1
\ No newline at end of file
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-2.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-2.yaml
new file mode 100644
index 00000000..8caceac3
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-2.yaml
@@ -0,0 +1,57 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+    M60:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    K80-NODE-POOL:
+      childCellType: K80-NODE
+      childCellNumber: 4
+    M60-2GPU:
+      childCellType: M60
+      childCellNumber: 2
+    M60-NODE:
+      childCellType: M60-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    M60-NODE-POOL:
+      childCellType: M60-NODE
+      childCellNumber: 1
+
+  physicalCells:
+  - cellType: K80-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.18
+    - cellAddress: 10.151.41.19
+    - cellAddress: 10.151.41.23
+    - cellAddress: 10.151.41.24
+    # - cellAddress: 10.151.41.25
+  - cellType: M60-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.26
+
+virtualClusters:
+  vc1:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 1
+    - cellType: M60-NODE-POOL.M60-NODE
+      cellNumber: 1
+  default:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 2
\ No newline at end of file
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-3.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-3.yaml
new file mode 100644
index 00000000..378adde7
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-3.yaml
@@ -0,0 +1,57 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+    M60:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    K80-NODE-POOL:
+      childCellType: K80-NODE
+      childCellNumber: 4
+    M60-2GPU:
+      childCellType: M60
+      childCellNumber: 2
+    M60-NODE:
+      childCellType: M60-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    M60-NODE-POOL:
+      childCellType: M60-NODE
+      childCellNumber: 1
+
+  physicalCells:
+  - cellType: K80-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.18
+    - cellAddress: 10.151.41.19
+    - cellAddress: 10.151.41.23
+    - cellAddress: 10.151.41.24
+    # - cellAddress: 10.151.41.25
+  - cellType: M60-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.26
+
+virtualClusters:
+  vc1:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 1
+    - cellType: M60-NODE-POOL.M60-NODE
+      cellNumber: 1
+  default:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 3
\ No newline at end of file
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-33.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-33.yaml
new file mode 100644
index 00000000..8183c0cb
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-33.yaml
@@ -0,0 +1,52 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+    M60:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    K80-NODE-POOL:
+      childCellType: K80-NODE
+      childCellNumber: 4
+    M60-2GPU:
+      childCellType: M60
+      childCellNumber: 2
+    M60-NODE:
+      childCellType: M60-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    M60-NODE-POOL:
+      childCellType: M60-NODE
+      childCellNumber: 1
+
+  physicalCells:
+  - cellType: K80-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.18
+    - cellAddress: 10.151.41.19
+    - cellAddress: 10.151.41.23
+    - cellAddress: 10.151.41.24
+    # - cellAddress: 10.151.41.25
+
+virtualClusters:
+  vc1:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 1
+  default:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 2
\ No newline at end of file
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-4.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-4.yaml
new file mode 100644
index 00000000..8021ee4c
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-4.yaml
@@ -0,0 +1,57 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+    M60:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    K80-NODE-POOL:
+      childCellType: K80-NODE
+      childCellNumber: 4
+    M60-2GPU:
+      childCellType: M60
+      childCellNumber: 2
+    M60-NODE:
+      childCellType: M60-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    M60-NODE-POOL:
+      childCellType: M60-NODE
+      childCellNumber: 2
+
+  physicalCells:
+  - cellType: K80-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.18
+    - cellAddress: 10.151.41.19
+    - cellAddress: 10.151.41.23
+    - cellAddress: 10.151.41.24
+  - cellType: M60-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.26
+    - cellAddress: 10.151.41.25
+
+virtualClusters:
+  vc1:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 1
+    - cellType: M60-NODE-POOL.M60-NODE
+      cellNumber: 2
+  default:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 2
\ No newline at end of file
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-5.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-5.yaml
new file mode 100644
index 00000000..68934b61
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-5.yaml
@@ -0,0 +1,53 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+    M60:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    K80-NODE-POOL:
+      childCellType: K80-NODE
+      childCellNumber: 4
+    M60-2GPU:
+      childCellType: M60
+      childCellNumber: 2
+    M60-NODE:
+      childCellType: M60-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    M60-NODE-POOL:
+      childCellType: M60-NODE
+      childCellNumber: 1
+
+  physicalCells:
+  - cellType: K80-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.18
+    - cellAddress: 10.151.41.19
+    - cellAddress: 10.151.41.23
+    - cellAddress: 10.151.41.24
+    # - cellAddress: 10.151.41.25
+  - cellType: M60-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.26
+
+virtualClusters:
+  vc1:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 4
+    - cellType: M60-NODE-POOL.M60-NODE
+      cellNumber: 1
\ No newline at end of file
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-6.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-6.yaml
new file mode 100644
index 00000000..167b7b44
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-6.yaml
@@ -0,0 +1,57 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+    M60:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    K80-NODE-POOL:
+      childCellType: K80-NODE
+      childCellNumber: 4
+    M60-2GPU:
+      childCellType: M60
+      childCellNumber: 2
+    M60-NODE:
+      childCellType: M60-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    M60-NODE-POOL:
+      childCellType: M60-NODE
+      childCellNumber: 1
+
+  physicalCells:
+  - cellType: K80-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.18
+    - cellAddress: 10.151.41.19
+    - cellAddress: 10.151.41.23
+    - cellAddress: 10.151.41.24
+    # - cellAddress: 10.151.41.25
+  - cellType: M60-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.26
+
+virtualClusters:
+  vc1:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 3
+    - cellType: M60-NODE-POOL.M60-NODE
+      cellNumber: 1
+  default:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 1
\ No newline at end of file
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-7.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-7.yaml
new file mode 100644
index 00000000..6f0dd088
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-7.yaml
@@ -0,0 +1,56 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+    M60:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    K80-NODE-POOL:
+      childCellType: K80-NODE
+      childCellNumber: 3
+    M60-2GPU:
+      childCellType: M60
+      childCellNumber: 2
+    M60-NODE:
+      childCellType: M60-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    M60-NODE-POOL:
+      childCellType: M60-NODE
+      childCellNumber: 1
+
+  physicalCells:
+  - cellType: K80-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.19
+    - cellAddress: 10.151.41.23
+    - cellAddress: 10.151.41.24
+    # - cellAddress: 10.151.41.25
+  - cellType: M60-NODE-POOL
+    cellChildren:
+    - cellAddress: 10.151.41.26
+
+virtualClusters:
+  vc1:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 1
+    - cellType: M60-NODE-POOL.M60-NODE
+      cellNumber: 1
+  default:
+    virtualCells:
+    - cellType: K80-NODE-POOL.K80-NODE
+      cellNumber: 1
\ No newline at end of file
diff --git a/src/hivedscheduler/src/example/feature/file/hived-config-8.yaml b/src/hivedscheduler/src/example/feature/file/hived-config-8.yaml
new file mode 100644
index 00000000..25f6949e
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/hived-config-8.yaml
@@ -0,0 +1,50 @@
+kubeApiServerAddress: http://10.151.41.16:8080
+
+physicalCluster:
+  skuTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8192Mi
+  cellTypes:
+    K80-2GPU:
+      childCellType: K80
+      childCellNumber: 2
+    K80-NODE:
+      childCellType: K80-2GPU
+      childCellNumber: 2
+      isNodeLevel: true
+    2-K80-NODE:
+      childCellType: K80-NODE
+      childCellNumber: 2
+    3-K80-NODE:
+      childCellType: K80-NODE
+      childCellNumber: 3
+
+  physicalCells:
+    - cellType: 3-K80-NODE
+      cellChildren:
+        - cellAddress: 10.151.41.19
+        - cellAddress: 10.151.41.25
+          pinnedCellId: VC1-K80
+        - cellAddress: 10.151.41.26
+    - cellType: 2-K80-NODE
+      cellChildren:
+        - cellAddress: 10.151.41.23
+        - cellAddress: 10.151.41.24
+
+virtualClusters:
+  vc1:
+    virtualCells:
+      - cellType: 3-K80-NODE.K80-NODE
+        cellNumber: 1
+    pinnedCells:
+      - pinnedCellId: VC1-K80
+  vc2:
+    virtualCells:
+      - cellType: 3-K80-NODE.K80-NODE
+        cellNumber: 1
+  default:
+    virtualCells:
+      - cellType: 2-K80-NODE
+        cellNumber: 1
diff --git a/src/hivedscheduler/src/example/feature/file/itc-badnode50-1.png b/src/hivedscheduler/src/example/feature/file/itc-badnode50-1.png
new file mode 100644
index 00000000..28524101
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-badnode50-1.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-badnode50-2.png b/src/hivedscheduler/src/example/feature/file/itc-badnode50-2.png
new file mode 100644
index 00000000..e8f88ed5
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-badnode50-2.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-badnode50-3.png b/src/hivedscheduler/src/example/feature/file/itc-badnode50-3.png
new file mode 100644
index 00000000..3223d244
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-badnode50-3.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-badnode50.yaml b/src/hivedscheduler/src/example/feature/file/itc-badnode50.yaml
new file mode 100644
index 00000000..790735c6
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-badnode50.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-badnode50
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 1
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  gangAllocation: true
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: M60
diff --git a/src/hivedscheduler/src/example/feature/file/itc-buddy-1.png b/src/hivedscheduler/src/example/feature/file/itc-buddy-1.png
new file mode 100644
index 00000000..beb77231
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-buddy-1.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-buddy-2.png b/src/hivedscheduler/src/example/feature/file/itc-buddy-2.png
new file mode 100644
index 00000000..8f284740
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-buddy-2.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-buddy-3.png b/src/hivedscheduler/src/example/feature/file/itc-buddy-3.png
new file mode 100644
index 00000000..b1783f20
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-buddy-3.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-buddy.yaml b/src/hivedscheduler/src/example/feature/file/itc-buddy.yaml
new file mode 100644
index 00000000..21156ac3
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-buddy.yaml
@@ -0,0 +1,32 @@
+protocolVersion: 2
+name: itc-buddy
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 2
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 6
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - nvidia-smi -L
+      - printenv
+      - sleep 10m
+defaults:
+  virtualCluster: vc1
+extras:
+  gangAllocation: true
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-dtf.png b/src/hivedscheduler/src/example/feature/file/itc-dtf.png
new file mode 100644
index 00000000..5e7a999a
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-dtf.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-dtf.yaml b/src/hivedscheduler/src/example/feature/file/itc-dtf.yaml
new file mode 100644
index 00000000..43c408d0
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-dtf.yaml
@@ -0,0 +1,102 @@
+protocolVersion: 2
+name: hived-distributed-tf
+type: job
+parameters:
+  model: resnet20
+  batchsize: 32
+prerequisites:
+  - protocolVersion: 2
+    name: tf_example
+    type: dockerimage
+    version: 1.0-r1.4
+    uri: openpai/pai.example.tensorflow
+  - protocolVersion: 2
+    name: tensorflow_cifar10_model
+    type: output
+    uri: 'hdfs://10.151.40.234:9000/core/cifar10_model'
+  - protocolVersion: 2
+    name: tensorflow_cnnbenchmarks
+    type: script
+    version: 84820935288cab696c9c2ac409cbd46a1f24723d
+    uri: 'https://github.com/MaggieQi/benchmarks'
+  - protocolVersion: 2
+    name: cifar10
+    type: data
+    uri:
+      - 'https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz'
+taskRoles:
+  worker:
+    instances: 1
+    completion:
+      minSucceededInstances: 1
+    dockerImage: tf_example
+    data: cifar10
+    output: tensorflow_cifar10_model
+    script: tensorflow_cnnbenchmarks
+    resourcePerInstance:
+      cpu: 2
+      memoryMB: 16384
+      gpu: 4
+    commands:
+      - cd script_<% $script.name %>/scripts/tf_cnn_benchmarks
+      - >
+        python tf_cnn_benchmarks.py --job_name=worker
+        --local_parameter_device=gpu --variable_update=parameter_server
+        --ps_hosts=$PAI_TASK_ROLE_ps_HOST_LIST
+        --worker_hosts=$PAI_TASK_ROLE_worker_HOST_LIST
+        --task_index=$PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX --data_name=<%
+        $data.name %> --data_dir=/data_<% $data.name %> --train_dir=/output_<%
+        $output.name %> --model=<% $parameters.model %> --batch_size=<%
+        $parameters.batchsize %>
+  ps:
+    instances: 1
+    completion:
+      minSucceededInstances: 1
+    dockerImage: tf_example
+    data: cifar10
+    output: tensorflow_cifar10_model
+    script: tensorflow_cnnbenchmarks
+    resourcePerInstance:
+      cpu: 2
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - cd script_<% $script.name %>/scripts/tf_cnn_benchmarks
+      - >
+        python tf_cnn_benchmarks.py --job_name=ps --local_parameter_device=gpu
+        --variable_update=parameter_server
+        --ps_hosts=$PAI_TASK_ROLE_ps_HOST_LIST
+        --worker_hosts=$PAI_TASK_ROLE_worker_HOST_LIST
+        --task_index=$PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX
+        --data_dir=/data_<% $data.name %> --data_name=<% $data.name %>
+        --train_dir=/output_<% $output.name %> --model=<% $parameters.model %>
+        --batch_size=<% $parameters.batchsize %>
+deployments:
+  - name: tf_example
+    taskRoles:
+      worker:
+        preCommands:
+          - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+          - >-
+            wget -qO- <% $data.uri[0] %> | tar xvz && mv cifar-10-batches-py
+            /data_<% $data.name %>
+          - >
+            git clone <% $script.uri %> script_<% $script.name %> && cd
+            script_<% $script.name %> && git checkout <% $script.version %> &&
+            cd ..
+        postCommands:
+          - sleep 10
+      ps:
+        preCommands:
+          - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+          - >-
+            wget -qO- <% $data.uri[0] %> | tar xvz && mv cifar-10-batches-py
+            /data_<% $data.name %>
+          - >
+            git clone <% $script.uri %> script_<% $script.name %> && cd
+            script_<% $script.name %> && git checkout <% $script.version %> &&
+            cd ..
+        postCommands:
+          - echo "Uploading data ..."
+defaults:
+  deployment: tf_example
diff --git a/src/hivedscheduler/src/example/feature/file/itc-elastic.png b/src/hivedscheduler/src/example/feature/file/itc-elastic.png
new file mode 100644
index 00000000..b6c01331
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-elastic.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-elastic.yaml b/src/hivedscheduler/src/example/feature/file/itc-elastic.yaml
new file mode 100644
index 00000000..13a6b4f0
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-elastic.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-elactic
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 6
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 6
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  gangAllocation: false
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-gang.png b/src/hivedscheduler/src/example/feature/file/itc-gang.png
new file mode 100644
index 00000000..156a8dc1
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-gang.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-gang.yaml b/src/hivedscheduler/src/example/feature/file/itc-gang.yaml
new file mode 100644
index 00000000..ba7e12e9
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-gang.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-gang
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 6
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 6
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  gangAllocation: true
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-gang4.png b/src/hivedscheduler/src/example/feature/file/itc-gang4.png
new file mode 100644
index 00000000..67325e5f
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-gang4.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-gang4.yaml b/src/hivedscheduler/src/example/feature/file/itc-gang4.yaml
new file mode 100644
index 00000000..797bd15c
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-gang4.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-gang4
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 4
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 4
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  gangAllocation: true
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-oppo.png b/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-oppo.png
new file mode 100644
index 00000000..5bf1d92c
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-oppo.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-oppo.yaml b/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-oppo.yaml
new file mode 100644
index 00000000..e8143cfd
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-oppo.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-inter-preempt-oppo
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 2
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: oppo
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-prod.png b/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-prod.png
new file mode 100644
index 00000000..c1ecea59
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-prod.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-prod.yaml b/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-prod.yaml
new file mode 100644
index 00000000..61444ae9
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-inter-preempt-prod.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-inter-preempt-prod
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 3
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: default
+extras:
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-prod.png b/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-prod.png
new file mode 100644
index 00000000..2142f298
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-prod.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-prod.yaml b/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-prod.yaml
new file mode 100644
index 00000000..19d1149d
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-prod.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-intra-imd-preempt-prod
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 1
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: M60
diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-test.png b/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-test.png
new file mode 100644
index 00000000..a7273939
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-test.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-test.yaml b/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-test.yaml
new file mode 100644
index 00000000..7b8eef94
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-intra-imd-preempt-test.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-intra-imd-preempt-test
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 1
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: test
+    taskRoles:
+      train:
+        skuType: M60
diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod.png b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod.png
new file mode 100644
index 00000000..53d94e11
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod.yaml b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod.yaml
new file mode 100644
index 00000000..59ecf78e
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-intra-lazy-preempt-prod
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 1
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod2.png b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod2.png
new file mode 100644
index 00000000..4b042125
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diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod2.yaml b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod2.yaml
new file mode 100644
index 00000000..c28b221a
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-prod2.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-intra-lazy-preempt-prod2
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 3
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: default
+extras:
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-test.png b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-test.png
new file mode 100644
index 00000000..a4473cdd
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diff --git a/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-test.yaml b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-test.yaml
new file mode 100644
index 00000000..112c2635
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-intra-lazy-preempt-test.yaml
@@ -0,0 +1,32 @@
+protocolVersion: 2
+name: itc-intra-lazy-preempt-test
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 1
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: test
+    taskRoles:
+      train:
+        skuType: K80
+    lazyPreemptionEnable: true
diff --git a/src/hivedscheduler/src/example/feature/file/itc-k80-type.png b/src/hivedscheduler/src/example/feature/file/itc-k80-type.png
new file mode 100644
index 00000000..c36f6573
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-k80-type.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-k80-type.yaml b/src/hivedscheduler/src/example/feature/file/itc-k80-type.yaml
new file mode 100644
index 00000000..bffa0774
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-k80-type.yaml
@@ -0,0 +1,32 @@
+protocolVersion: 2
+name: itc-k80-type
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 6
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 6
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: vc1
+extras:
+  gangAllocation: false
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-no-type.png b/src/hivedscheduler/src/example/feature/file/itc-no-type.png
new file mode 100644
index 00000000..ec587ea7
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-no-type.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-no-type.yaml b/src/hivedscheduler/src/example/feature/file/itc-no-type.yaml
new file mode 100644
index 00000000..50957039
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-no-type.yaml
@@ -0,0 +1,28 @@
+protocolVersion: 2
+name: itc-no-type
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 6
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 6
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  gangAllocation: false
+  hivedScheduler:
+    jobPriorityClass: prod
diff --git a/src/hivedscheduler/src/example/feature/file/itc-oppo.png b/src/hivedscheduler/src/example/feature/file/itc-oppo.png
new file mode 100644
index 00000000..2ad8f295
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-oppo.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-oppo.yaml b/src/hivedscheduler/src/example/feature/file/itc-oppo.yaml
new file mode 100644
index 00000000..d886aac9
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-oppo.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-oppo
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 6
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 6
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  gangAllocation: false
+  hivedScheduler:
+    jobPriorityClass: oppo
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-pin.png b/src/hivedscheduler/src/example/feature/file/itc-pin.png
new file mode 100644
index 00000000..ef6e7de4
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-pin.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-pin.yaml b/src/hivedscheduler/src/example/feature/file/itc-pin.yaml
new file mode 100644
index 00000000..2e339d8d
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-pin.yaml
@@ -0,0 +1,49 @@
+protocolVersion: 2
+name: itc-pin
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  vc1nopinned:
+    instances: 4
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 4
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 3
+      memoryMB: 8192
+      gpu: 1
+    commands:
+    - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+    - python mnist_cnn.py
+  vc1pinned:
+    instances: 4
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 4
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 3
+      memoryMB: 8192
+      gpu: 1
+    commands:
+    - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+    - python mnist_cnn.py
+
+defaults:
+  virtualCluster: vc1
+
+extras:
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      vc1nopinned:
+        skuType: K80
+        affinityGroupName: vc1nopinned
+      vc1pinned:
+        pinnedCellId: VC1-K80
+        affinityGroupName: vc1pinned
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-1.png b/src/hivedscheduler/src/example/feature/file/itc-reconfig-1.png
new file mode 100644
index 00000000..4ed4c3ff
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-reconfig-1.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-1.yaml b/src/hivedscheduler/src/example/feature/file/itc-reconfig-1.yaml
new file mode 100644
index 00000000..3d3e99e8
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-reconfig-1.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-reconfig-1
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 1
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 1
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: test
+    taskRoles:
+      train:
+        skuType: M60
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-2.png b/src/hivedscheduler/src/example/feature/file/itc-reconfig-2.png
new file mode 100644
index 00000000..314655d1
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-reconfig-2.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-2.yaml b/src/hivedscheduler/src/example/feature/file/itc-reconfig-2.yaml
new file mode 100644
index 00000000..d14cc925
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-reconfig-2.yaml
@@ -0,0 +1,30 @@
+protocolVersion: 2
+name: itc-reconfig-2
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 2
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 2
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: test
+    taskRoles:
+      train:
+        skuType: M60
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-3-1.png b/src/hivedscheduler/src/example/feature/file/itc-reconfig-3-1.png
new file mode 100644
index 00000000..9276eafe
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-reconfig-3-1.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-3.png b/src/hivedscheduler/src/example/feature/file/itc-reconfig-3.png
new file mode 100644
index 00000000..5ad1851c
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-reconfig-3.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-3.yaml b/src/hivedscheduler/src/example/feature/file/itc-reconfig-3.yaml
new file mode 100644
index 00000000..53dcebb7
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-reconfig-3.yaml
@@ -0,0 +1,31 @@
+protocolVersion: 2
+name: itc-reconfig-3
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 2
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 2
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+      - sleep 10m
+defaults:
+  virtualCluster: default
+extras:
+  hivedScheduler:
+    jobPriorityClass: test
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-4.png b/src/hivedscheduler/src/example/feature/file/itc-reconfig-4.png
new file mode 100644
index 00000000..6aa35318
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-reconfig-4.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-4.yaml b/src/hivedscheduler/src/example/feature/file/itc-reconfig-4.yaml
new file mode 100644
index 00000000..110f1452
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-reconfig-4.yaml
@@ -0,0 +1,30 @@
+protocolVersion: 2
+name: itc-reconfig-4
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 4
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 4
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: test
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-5.png b/src/hivedscheduler/src/example/feature/file/itc-reconfig-5.png
new file mode 100644
index 00000000..274c68d3
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-reconfig-5.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-reconfig-5.yaml b/src/hivedscheduler/src/example/feature/file/itc-reconfig-5.yaml
new file mode 100644
index 00000000..7e6c3d30
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-reconfig-5.yaml
@@ -0,0 +1,30 @@
+protocolVersion: 2
+name: itc-reconfig-5
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 3
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 3
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 16
+      memoryMB: 32768
+      gpu: 4
+    commands:
+      - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+      - python mnist_cnn.py
+defaults:
+  virtualCluster: vc1
+extras:
+  hivedScheduler:
+    jobPriorityClass: test
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-safety-1.png b/src/hivedscheduler/src/example/feature/file/itc-safety-1.png
new file mode 100644
index 00000000..fc08f887
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-safety-1.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-safety-1.yaml b/src/hivedscheduler/src/example/feature/file/itc-safety-1.yaml
new file mode 100644
index 00000000..d954f16b
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-safety-1.yaml
@@ -0,0 +1,32 @@
+protocolVersion: 2
+name: itc-safety-1
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 2
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 2
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+    - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+    - python mnist_cnn.py
+
+defaults:
+  virtualCluster: vc1
+
+extras:
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/feature/file/itc-safety-2.png b/src/hivedscheduler/src/example/feature/file/itc-safety-2.png
new file mode 100644
index 00000000..ca8061c0
Binary files /dev/null and b/src/hivedscheduler/src/example/feature/file/itc-safety-2.png differ
diff --git a/src/hivedscheduler/src/example/feature/file/itc-safety-2.yaml b/src/hivedscheduler/src/example/feature/file/itc-safety-2.yaml
new file mode 100644
index 00000000..c3ea29fb
--- /dev/null
+++ b/src/hivedscheduler/src/example/feature/file/itc-safety-2.yaml
@@ -0,0 +1,32 @@
+protocolVersion: 2
+name: itc-safety-2
+type: job
+prerequisites:
+  - protocolVersion: 2
+    name: keras_tensorflow_example
+    type: dockerimage
+    uri: openpai/pai.example.keras.tensorflow
+taskRoles:
+  train:
+    instances: 2
+    completion:
+      minFailedInstances: 1
+      minSucceededInstances: 2
+    dockerImage: keras_tensorflow_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+    commands:
+    - rm /usr/local/cuda/lib64/stubs/libcuda.so.1
+    - python mnist_cnn.py
+
+defaults:
+  virtualCluster: vc1
+
+extras:
+  hivedScheduler:
+    jobPriorityClass: prod
+    taskRoles:
+      train:
+        skuType: K80
diff --git a/src/hivedscheduler/src/example/request/basic/request.yaml b/src/hivedscheduler/src/example/request/basic/request.yaml
new file mode 100644
index 00000000..bb1f3df2
--- /dev/null
+++ b/src/hivedscheduler/src/example/request/basic/request.yaml
@@ -0,0 +1,285 @@
+################################################################################
+# [Optional]: Job User -> RestServer Request
+################################################################################
+jobVC: VC1
+jobName: demo1
+jobPriorityClass: PROD
+taskRoles:
+  a:
+    taskNumber: 5
+    leafCellType: K80
+    leafCellNumber: 1
+    affinityGroupName: null
+---
+jobVC: VC2
+jobName: demo2nopinned
+jobPriorityClass: PROD
+taskRoles:
+  a:
+    taskNumber: 5
+    leafCellType: K80
+    leafCellNumber: 1
+    affinityGroupName: null
+---
+jobVC: VC2
+jobName: demo2pinned
+jobPriorityClass: PROD
+taskRoles:
+  a:
+    taskNumber: 5
+    pinnedCellId: VC2-K80
+    leafCellNumber: 1
+    affinityGroupName: null
+
+---
+################################################################################
+# [Optional]: Cluster Admin -> RestServer Config -> PC
+################################################################################
+physicalCluster:
+  leafCellTypes:
+    K80:
+      gpu: 1
+      cpu: 4
+      memory: 8Gi
+
+---
+################################################################################
+# [Optional]: RestServer -> FC Request
+################################################################################
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: demo1
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 0
+  taskRoles:
+    - name: a
+      taskNumber: 5
+      frameworkAttemptCompletionPolicy:
+        minFailedTaskCount: 1
+        minSucceededTaskCount: 5
+      task:
+        retryPolicy:
+          fancyRetryPolicy: false
+          maxRetryCount: 0
+        pod:
+          metadata:
+            annotations:
+              hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+                virtualCluster: VC1
+                priority: 1000
+                leafCellType: K80
+                leafCellNumber: 1
+                affinityGroup: null
+          spec:
+            schedulerName: hivedscheduler
+            restartPolicy: Never
+            priority: 1000
+            containers:
+            - name: ubuntu
+              image: ubuntu:trusty
+              command: ["sh", "-c", "nvidia-smi -L ; printenv ; sleep infinity"]
+              resources:
+                limits:
+                  hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                  cpu: 4
+                  memory: 8Gi
+              env:
+              - name: NVIDIA_VISIBLE_DEVICES
+                valueFrom:
+                  fieldRef:
+                    fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: demo2nopinned
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 0
+  taskRoles:
+    - name: a
+      taskNumber: 5
+      frameworkAttemptCompletionPolicy:
+        minFailedTaskCount: 1
+        minSucceededTaskCount: 5
+      task:
+        retryPolicy:
+          fancyRetryPolicy: false
+          maxRetryCount: 0
+        pod:
+          metadata:
+            annotations:
+              hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+                virtualCluster: VC2
+                priority: 1000
+                leafCellType: K80
+                leafCellNumber: 1
+                affinityGroup: null
+          spec:
+            schedulerName: hivedscheduler
+            restartPolicy: Never
+            priority: 1000
+            containers:
+            - name: ubuntu
+              image: ubuntu:trusty
+              command: ["sh", "-c", "nvidia-smi -L ; printenv ; sleep infinity"]
+              resources:
+                limits:
+                  hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                  cpu: 4
+                  memory: 8Gi
+              env:
+              - name: NVIDIA_VISIBLE_DEVICES
+                valueFrom:
+                  fieldRef:
+                    fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: demo2pinned
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 0
+  taskRoles:
+    - name: a
+      taskNumber: 5
+      frameworkAttemptCompletionPolicy:
+        minFailedTaskCount: 1
+        minSucceededTaskCount: 5
+      task:
+        retryPolicy:
+          fancyRetryPolicy: false
+          maxRetryCount: 0
+        pod:
+          metadata:
+            annotations:
+              hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+                virtualCluster: VC2
+                priority: 1000
+                pinnedCellId: VC2-K80
+                leafCellNumber: 1
+                affinityGroup: null
+          spec:
+            schedulerName: hivedscheduler
+            restartPolicy: Never
+            priority: 1000
+            containers:
+            - name: ubuntu
+              image: ubuntu:trusty
+              command: ["sh", "-c", "nvidia-smi -L ; printenv ; sleep infinity"]
+              resources:
+                limits:
+                  hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                  cpu: 4
+                  memory: 8Gi
+              env:
+              - name: NVIDIA_VISIBLE_DEVICES
+                valueFrom:
+                  fieldRef:
+                    fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+
+---
+################################################################################
+# [Required]: FC -> HS Framework Request
+################################################################################
+apiVersion: v1
+kind: Pod
+metadata:
+  # demo1-a-{1-4} are the same
+  name: demo1-a-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC1
+      priority: 1000
+      leafCellType: K80
+      leafCellNumber: 1
+      affinityGroup: null
+spec:
+  schedulerName: hivedscheduler
+  restartPolicy: Never
+  priority: 1000
+  containers:
+  - name: ubuntu
+    image: ubuntu:trusty
+    command: ["sh", "-c", "nvidia-smi -L ; printenv ; sleep infinity"]
+    resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 4
+        memory: 8Gi
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: v1
+kind: Pod
+metadata:
+  # demo2nopinned-a-{1-4} are the same
+  name: demo2nopinned-a-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC2
+      priority: 1000
+      leafCellType: K80
+      leafCellNumber: 1
+      affinityGroup: null
+spec:
+  schedulerName: hivedscheduler
+  restartPolicy: Never
+  priority: 1000
+  containers:
+  - name: ubuntu
+    image: ubuntu:trusty
+    command: ["sh", "-c", "nvidia-smi -L ; printenv ; sleep infinity"]
+    resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 4
+        memory: 8Gi
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: v1
+kind: Pod
+metadata:
+  # demo2pinned-a-{1-4} are the same
+  name: demo2pinned-a-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC2
+      priority: 1000
+      pinnedCellId: VC2-K80
+      leafCellNumber: 1
+      affinityGroup: null
+spec:
+  schedulerName: hivedscheduler
+  restartPolicy: Never
+  priority: 1000
+  containers:
+  - name: ubuntu
+    image: ubuntu:trusty
+    command: ["sh", "-c", "nvidia-smi -L ; printenv ; sleep infinity"]
+    resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 4
+        memory: 8Gi
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
diff --git a/src/hivedscheduler/src/example/request/design/request.yaml b/src/hivedscheduler/src/example/request/design/request.yaml
new file mode 100644
index 00000000..43f9ffc5
--- /dev/null
+++ b/src/hivedscheduler/src/example/request/design/request.yaml
@@ -0,0 +1,545 @@
+################################################################################
+# [Optional]: Job User -> RestServer Request
+#
+# Constrains:
+# 1. For one task, only need to specify leafCellType or pinnedCellId, not both.
+# 2. All leafCellTypes or pinnedCellIds under the same affinityGroup must be the same.
+#
+# affinityGroupName:
+# An affinityGroup forms a cell request and scheduler will try all candidate
+# cellTypes and physicalCells for the cell to allocate.
+# 1. All candidate cellTypes:
+#    All the sufficient cellTypes with the smallest cellLevel.
+# 2. All candidate physicalCells:
+#    If pinnedCellId not specified:
+#       All the sufficient physicalCells, except for all pinnedCells.
+#    Else:
+#       All the sufficient physicalCells, only within the specified pinned cell.
+#
+# Allocate task within its affinityGroup cell:
+# 1. Avoid allocating one task across multiple nodes:
+#    Using buddy allocation.
+################################################################################
+jobVC: VC1
+jobName: JOBX
+jobPriorityClass: PROD
+taskRoles:
+  # All tasks in role A, B, C should be within the same cell named PCN-ABC.
+  #
+  # Total request of PCN-ABC:
+  #   leafCellType: DGX2-V100
+  #   leafCellNumber: 1 * 16 + 3 * 8 + 1 * 4 = 44 GPUs = 2.75 DGX2 nodes
+  # Candidate cellTypes:
+  #   3-DGX2-NODE, 4-DGX2-NODE, 4-DIRECT-DGX2-NODE, 5-DGX2-NODE.
+  A:
+    taskNumber: 1
+    leafCellType: DGX2-V100
+    leafCellNumber: 16
+    affinityGroupName: PCN-ABC
+  B:
+    taskNumber: 3
+    leafCellType: DGX2-V100
+    leafCellNumber: 8
+    affinityGroupName: PCN-ABC
+  C:
+    taskNumber: 1
+    leafCellType: DGX2-V100
+    leafCellNumber: 4
+    affinityGroupName: PCN-ABC
+
+  # All tasks in role D should be within the same cell named PCN-D.
+  #
+  # Total request of PCN-D:
+  #   leafCellType: null -> any leafCellType
+  #   leafCellNumber: 2 * CP2(3) = 2 * 4 = 8 GPUs
+  # Candidate cellTypes:
+  #   DGX1-P100-NODE, DGX1-V100-NODE, DGX2-NODE-8-GPU, IB-DGX2-NODE-8-GPU.
+  D:
+    taskNumber: 2
+    leafCellType: null # null, empty or not specified -> any leafCellType
+    leafCellNumber: 3
+    affinityGroupName: PCN-D
+
+  # Tasks in role E is not required to be within the same cell.
+  #
+  # Each task forms a cell request:
+  #   leafCellType: DGX2-V100
+  #   leafCellNumber: 1 * 16 = 16 GPUs = 1 DGX2 node
+  # Candidate cellTypes:
+  #   DGX2-NODE.
+  E:
+    taskNumber: 2
+    leafCellType: DGX2-V100
+    leafCellNumber: 16
+    affinityGroupName: null # null, empty or not specified -> no affinityGroup
+
+  # All tasks in role F should be within the same cell named PCN-F.
+  #
+  # Total request of PCN-F:
+  #   pinnedCellId: VC1-YQW-IB-DGX2
+  #   leafCellNumber: 2 * CP2(3) = 2 * 4 = 8 GPUs
+  # Candidate physicalCells:
+  #   VC1-YQW-IB-DGX2.
+  F:
+    taskNumber: 2
+    pinnedCellId: VC1-YQW-IB-DGX2
+    leafCellNumber: 3
+    affinityGroupName: PCN-F
+
+---
+################################################################################
+# [Optional]: Cluster Admin -> RestServer Config -> PC
+################################################################################
+# HS Config is also a part of RestServer Config, so that RestServer can determine
+# things in advance.
+# For example:
+# Pod Spec cpu, memory.
+# 1. Given leafCellType or pinnedCellId, just pick the corresponding cpu, memory unit.
+# 2. No leafCellType or pinnedCellId is given, choose the minimal cpu, memory unit.
+physicalCluster:
+  leafCellTypes:
+    # Check resource value format in
+    #   k8s.io/apimachinery/pkg/api/resource/quantity.go
+
+    # Forged Cases
+    CT1:
+      gpu: 1
+      cpu: 5 # 2 * 20 / 8
+      memory: 64Gi # 512GB / 8
+
+    # Real Cases
+    DGX1-P100:
+      gpu: 1
+      cpu: 5 # 2 * 20 / 8
+      memory: 64Gi # 512GB / 8
+    DGX1-V100:
+      gpu: 1
+      cpu: 5 # 2 * 20 / 8
+      memory: 64Gi # 512GB / 8
+    DGX2-V100:
+      gpu: 1
+      cpu: 3 # 2 * 24 / 16
+      memory: 96Gi # 1.5TB / 16
+    IB-DGX2-V100:
+      gpu: 1
+      cpu: 3 # 2 * 24 / 16
+      memory: 96Gi # 1.5TB / 16
+
+---
+################################################################################
+# [Optional]: RestServer -> FC Request
+################################################################################
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: JOBX
+spec:
+  taskRoles:
+  - name: A
+    taskNumber: 1
+    task:
+      pod:
+        metadata:
+          annotations:
+            # Format of affinityGroup.name :
+            # {jobName}/{affinityGroupName}
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC1
+              priority: 1000
+              leafCellType: DGX2-V100
+              leafCellNumber: 16
+              affinityGroup:
+                name: JOBX/PCN-ABC
+                members:
+                - podNumber: 1
+                  leafCellNumber: 16
+                - podNumber: 3
+                  leafCellNumber: 8
+                - podNumber: 1
+                  leafCellNumber: 4
+        spec:
+          # See ../../run/deploy.yaml for why and how to specify the schedulerName.
+          schedulerName: hivedscheduler
+          # Two kinds of priority need to be set for a single Pod:
+          # K8S-PodPriority:
+          #   pod.spec.priority
+          #   It is used by K8S to control queuing order, preemption, eviction, etc.
+          # HiveD-PodPriority:
+          #   pod.metadata.annotations.hivedscheduler.microsoft.com/pod-scheduling-spec.priority
+          #   It is used by HiveD to control preemption.
+          # K8S-PodPriority should be set proportional to HiveD-PodPriority,
+          # otherwise, K8S may be incompatible with HiveD.
+          #
+          # Note, if K8S-PodPriority cannot be set directly, set its corresponding
+          # pod.spec.priorityClassName, see ../tf/request.yaml
+          priority: 1000
+          # Setup gpu, cpu and memory isolation for container runtime.
+          containers:
+          - resources:
+              limits:
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                cpu: 3 * 16
+                memory: 96Gi * 16
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  # This annotation will be populated by scheduler when bind the pod.
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+        # K8S port scheduling is incompatible with HiveD, so the job should detect
+        # port conflict by itself and fail with transient error, then controller
+        # should retry it with new port.
+        #    ports:
+        #    - containerPort: 4001
+  - name: B
+    taskNumber: 3
+    task:
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC1
+              priority: 1000
+              leafCellType: DGX2-V100
+              leafCellNumber: 8
+              affinityGroup:
+                name: JOBX/PCN-ABC
+                members:
+                - podNumber: 1
+                  leafCellNumber: 16
+                - podNumber: 3
+                  leafCellNumber: 8
+                - podNumber: 1
+                  leafCellNumber: 4
+        spec:
+          schedulerName: hivedscheduler
+          priority: 1000
+          containers:
+          - resources:
+              limits:
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                cpu: 3 * 8
+                memory: 96Gi * 8
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+  - name: C
+    taskNumber: 1
+    task:
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC1
+              priority: 1000
+              leafCellType: DGX2-V100
+              leafCellNumber: 4
+              affinityGroup:
+                name: JOBX/PCN-ABC
+                members:
+                - podNumber: 1
+                  leafCellNumber: 16
+                - podNumber: 3
+                  leafCellNumber: 8
+                - podNumber: 1
+                  leafCellNumber: 4
+        spec:
+          schedulerName: hivedscheduler
+          priority: 1000
+          containers:
+          - resources:
+              limits:
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                cpu: 3 * 4
+                memory: 96Gi * 4
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+  - name: D
+    taskNumber: 2
+    task:
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC1
+              priority: 1000
+              leafCellType: null
+              leafCellNumber: 3
+              affinityGroup:
+                name: JOBX/PCN-D
+                members:
+                - podNumber: 2
+                  leafCellNumber: 3
+        spec:
+          schedulerName: hivedscheduler
+          priority: 1000
+          containers:
+          - resources:
+              limits:
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                # 3 is the minimal cpu unit in PC
+                cpu: 3 * 3
+                # 64Gi is the minimal memory unit in PC
+                memory: 64Gi * 3
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+  - name: E
+    taskNumber: 2
+    task:
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC1
+              priority: 1000
+              leafCellType: DGX2-V100
+              leafCellNumber: 16
+              affinityGroup: null
+        spec:
+          schedulerName: hivedscheduler
+          priority: 1000
+          containers:
+          - resources:
+              limits:
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                cpu: 3 * 16
+                memory: 96Gi * 16
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+  - name: F
+    taskNumber: 2
+    task:
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC1
+              priority: 1000
+              pinnedCellId: VC1-YQW-IB-DGX2
+              leafCellNumber: 3
+              affinityGroup:
+                name: JOBX/PCN-F
+                members:
+                - podNumber: 2
+                  leafCellNumber: 3
+        spec:
+          schedulerName: hivedscheduler
+          priority: 1000
+          containers:
+          - resources:
+              limits:
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+                cpu: 3 * 3
+                memory: 96Gi * 3
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+
+---
+################################################################################
+# [Required]: FC -> HS Framework Request
+################################################################################
+apiVersion: v1
+kind: Pod
+metadata:
+  name: JOBX-A-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC1
+      priority: 1000
+      leafCellType: DGX2-V100
+      leafCellNumber: 16
+      affinityGroup:
+        name: JOBX/PCN-ABC
+        members:
+        - podNumber: 1
+          leafCellNumber: 16
+        - podNumber: 3
+          leafCellNumber: 8
+        - podNumber: 1
+          leafCellNumber: 4
+spec:
+  schedulerName: hivedscheduler
+  priority: 1000
+  containers:
+  - resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 3 * 16
+        memory: 96Gi * 16
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: v1
+kind: Pod
+metadata:
+  # JOBX-B-1 and JOBX-B-2 are the same
+  name: JOBX-B-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC1
+      priority: 1000
+      leafCellType: DGX2-V100
+      leafCellNumber: 8
+      affinityGroup:
+        name: JOBX/PCN-ABC
+        members:
+        - podNumber: 1
+          leafCellNumber: 16
+        - podNumber: 3
+          leafCellNumber: 8
+        - podNumber: 1
+          leafCellNumber: 4
+spec:
+  schedulerName: hivedscheduler
+  priority: 1000
+  containers:
+  - resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 3 * 8
+        memory: 96Gi * 8
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: v1
+kind: Pod
+metadata:
+  name: JOBX-C-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC1
+      priority: 1000
+      leafCellType: DGX2-V100
+      leafCellNumber: 4
+      affinityGroup:
+        name: JOBX/PCN-ABC
+        members:
+        - podNumber: 1
+          leafCellNumber: 16
+        - podNumber: 3
+          leafCellNumber: 8
+        - podNumber: 1
+          leafCellNumber: 4
+spec:
+  schedulerName: hivedscheduler
+  priority: 1000
+  containers:
+  - resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 3 * 4
+        memory: 96Gi * 4
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: v1
+kind: Pod
+metadata:
+  # JOBX-D-1 is the same
+  name: JOBX-D-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC1
+      priority: 1000
+      leafCellType: null
+      leafCellNumber: 3
+      affinityGroup:
+        name: JOBX/PCN-D
+        members:
+        - podNumber: 2
+          leafCellNumber: 3
+spec:
+  schedulerName: hivedscheduler
+  priority: 1000
+  containers:
+  - resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 3 * 3
+        memory: 64Gi * 3
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: v1
+kind: Pod
+metadata:
+  # JOBX-E-1 is the same
+  name: JOBX-E-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC1
+      priority: 1000
+      leafCellType: DGX2-V100
+      leafCellNumber: 16
+      affinityGroup: null
+spec:
+  schedulerName: hivedscheduler
+  priority: 1000
+  containers:
+  - resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 3 * 16
+        memory: 96Gi * 16
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+---
+apiVersion: v1
+kind: Pod
+metadata:
+  # JOBX-F-1 is the same
+  name: JOBX-F-0
+  annotations:
+    hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+      virtualCluster: VC1
+      priority: 1000
+      pinnedCellId: VC1-YQW-IB-DGX2
+      leafCellNumber: 3
+      affinityGroup:
+        name: JOBX/PCN-F
+        members:
+        - podNumber: 2
+          leafCellNumber: 3
+spec:
+  schedulerName: hivedscheduler
+  priority: 1000
+  containers:
+  - resources:
+      limits:
+        hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+        cpu: 3 * 3
+        memory: 96Gi * 3
+    env:
+    - name: NVIDIA_VISIBLE_DEVICES
+      valueFrom:
+        fieldRef:
+          fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
diff --git a/src/hivedscheduler/src/example/request/tf/request.yaml b/src/hivedscheduler/src/example/request/tf/request.yaml
new file mode 100644
index 00000000..9890a39f
--- /dev/null
+++ b/src/hivedscheduler/src/example/request/tf/request.yaml
@@ -0,0 +1,157 @@
+################################################################################
+# [Optional]: RestServer -> FC Request
+################################################################################
+apiVersion: frameworkcontroller.microsoft.com/v1
+kind: Framework
+metadata:
+  name: hdtfdemo2
+spec:
+  executionType: Start
+  retryPolicy:
+    fancyRetryPolicy: true
+    maxRetryCount: 2
+  taskRoles:
+  - name: ps
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: -1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC2
+              priority: 1000
+              leafCellType: K80
+              leafCellNumber: 1
+              affinityGroup: null
+        spec:
+          schedulerName: hivedscheduler
+          restartPolicy: Never
+          hostNetwork: true
+          priorityClassName: prod-priority
+          containers:
+          - name: tensorflow
+            image: frameworkcontroller/tensorflow-examples:gpu
+            workingDir: "/tensorflow/benchmarks/scripts/tf_cnn_benchmarks"
+            command:
+            - sh
+            - "-c"
+            - FB_PS_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh &&
+              printenv && nvidia-smi -L &&
+              python tf_cnn_benchmarks.py --job_name=ps --task_index=${FC_TASK_INDEX}
+              --ps_hosts=${FB_PS_ADDRESSES} --worker_hosts=${FB_WORKER_ADDRESSES}
+              --variable_update=parameter_server --cross_replica_sync=false --model=alexnet
+              --batch_size=8 --num_batches=10 --device=gpu --local_parameter_device=gpu
+              --num_gpus=1 --data_format=NCHW --data_name=cifar10 --data_dir=/mnt/data/cifar-10-batches-py
+              --train_dir=/mnt/data/${FC_FRAMEWORK_NAME}/output
+            ports:
+            - containerPort: 4001
+            resources:
+              limits:
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: "/mnt/frameworkbarrier"
+            - name: data-volume
+              mountPath: "/mnt/data"
+          initContainers:
+          - name: frameworkbarrier
+            image: frameworkcontroller/frameworkbarrier
+            env:
+            - name: KUBE_APISERVER_ADDRESS
+              value: http://10.151.41.15:8080
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: "/mnt/frameworkbarrier"
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+          - name: data-volume
+            nfs:
+              server: 10.169.8.232
+              path: "/home/yqwang/nfs"
+  - name: worker
+    taskNumber: 1
+    frameworkAttemptCompletionPolicy:
+      minFailedTaskCount: 1
+      minSucceededTaskCount: 1
+    task:
+      retryPolicy:
+        fancyRetryPolicy: false
+        maxRetryCount: 0
+      pod:
+        metadata:
+          annotations:
+            hivedscheduler.microsoft.com/pod-scheduling-spec: |-
+              virtualCluster: VC2
+              priority: 1000
+              leafCellType: K80
+              leafCellNumber: 1
+              affinityGroup: null
+        spec:
+          schedulerName: hivedscheduler
+          restartPolicy: Never
+          hostNetwork: true
+          priorityClassName: prod-priority
+          containers:
+          - name: tensorflow
+            image: frameworkcontroller/tensorflow-examples:gpu
+            workingDir: "/tensorflow/benchmarks/scripts/tf_cnn_benchmarks"
+            command:
+            - sh
+            - "-c"
+            - FB_PS_PORT=4001 FB_WORKER_PORT=5001 . /mnt/frameworkbarrier/injector.sh &&
+              printenv && nvidia-smi -L &&
+              python tf_cnn_benchmarks.py --job_name=worker --task_index=${FC_TASK_INDEX}
+              --ps_hosts=${FB_PS_ADDRESSES} --worker_hosts=${FB_WORKER_ADDRESSES}
+              --variable_update=parameter_server --cross_replica_sync=false --model=alexnet
+              --batch_size=8 --num_batches=10 --device=gpu --local_parameter_device=gpu
+              --num_gpus=1 --data_format=NCHW --data_name=cifar10 --data_dir=/mnt/data/cifar-10-batches-py
+              --train_dir=/mnt/data/${FC_FRAMEWORK_NAME}/output
+            ports:
+            - containerPort: 5001
+            resources:
+              limits:
+                hivedscheduler.microsoft.com/pod-scheduling-enable: 1
+            env:
+            - name: NVIDIA_VISIBLE_DEVICES
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.annotations['hivedscheduler.microsoft.com/pod-leaf-cell-isolation']
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: "/mnt/frameworkbarrier"
+            - name: data-volume
+              mountPath: "/mnt/data"
+          initContainers:
+          - name: frameworkbarrier
+            image: frameworkcontroller/frameworkbarrier
+            env:
+            - name: KUBE_APISERVER_ADDRESS
+              value: http://10.151.41.15:8080
+            volumeMounts:
+            - name: frameworkbarrier-volume
+              mountPath: "/mnt/frameworkbarrier"
+          volumes:
+          - name: frameworkbarrier-volume
+            emptyDir: {}
+          - name: data-volume
+            nfs:
+              server: 10.169.8.232
+              path: "/home/yqwang/nfs"
+---
+apiVersion: scheduling.k8s.io/v1
+kind: PriorityClass
+metadata:
+  name: prod-priority
+value: 1000
diff --git a/src/hivedscheduler/src/example/run/deploy.yaml b/src/hivedscheduler/src/example/run/deploy.yaml
new file mode 100644
index 00000000..0573d2d5
--- /dev/null
+++ b/src/hivedscheduler/src/example/run/deploy.yaml
@@ -0,0 +1,228 @@
+# Setup hivedscheduler by "kubectl apply -f deploy.yaml"
+# Notes:
+# 1. Currently, K8S Default Scheduler only has one scheduling queue, so one VC's
+#    high priority Pods may head-of-line block other VC's low priority Pods from
+#    getting scheduling chance, even if the high priority Pods cannot fit into
+#    cluster, but the low priority Pods can.
+#    This issue is tracked in
+#    https://github.com/kubernetes/kubernetes/issues/86373
+#
+#    To workaround it, here we create one K8S Default Scheduler for each VC, all
+#    pointer to the same HiveD Scheduler serving at
+#    http://hivedscheduler-service:30096/v1/extender
+#
+#    So, if a Pod needs to be scheduled by HiveD, it should specify its VC's
+#    corresponding schedulerName.
+#
+# 2. To deploy it automatically based on existing VC configuration, see
+#    https://github.com/microsoft/pai/blob/master/src/hivedscheduler/deploy/hivedscheduler.yaml.template
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: hivedscheduler-config
+  namespace: default
+data:
+  policy.cfg : |
+    {
+      "kind": "Policy",
+      "apiVersion": "v1",
+      "extenders": [
+        {
+          "urlPrefix": "http://hivedscheduler-service:30096/v1/extender",
+          "filterVerb": "filter",
+          "preemptVerb": "preempt",
+          "bindVerb": "bind",
+          "enableHttps": false,
+          "httpTimeout": 5000000000,
+          "nodeCacheCapable": true,
+          "ignorable": false,
+          "managedResources": [
+            {
+              "name": "hivedscheduler.microsoft.com/pod-scheduling-enable",
+              "ignoredByScheduler": true
+            }
+          ]
+        }
+      ]
+    }
+  hivedscheduler.yaml: |
+    webServerAddress: ":30096"
+    waitingPodSchedulingBlockMilliSec: 50
+    physicalCluster:
+      skuTypes:
+        K80:
+          gpu: 1
+          cpu: 5
+          memory: 54Gi
+      cellTypes:
+        K80-NODE:
+          childCellType: K80
+          childCellNumber: 4
+          isNodeLevel: true
+        K80-NODE-POOL:
+          childCellType: K80-NODE
+          childCellNumber: 3
+      physicalCells:
+      - cellType: K80-NODE-POOL
+        cellChildren:
+        - cellAddress: node1
+        - cellAddress: node2
+        - cellAddress: node3
+
+    virtualClusters:
+      vc1:
+        virtualCells:
+        - cellType: K80-NODE-POOL.K80-NODE
+          cellNumber: 1
+      vc2:
+        virtualCells:
+        - cellType: K80-NODE-POOL.K80-NODE
+          cellNumber: 2
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: hivedscheduler-account
+  namespace: default
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  name: hivedscheduler-role-binding
+  namespace: default
+subjects:
+  - kind: ServiceAccount
+    name: hivedscheduler-account
+    namespace: default
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: cluster-admin
+---
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: hivedscheduler-hs
+  namespace: default
+spec:
+  serviceName: hivedscheduler-hs
+  selector:
+    matchLabels:
+      app: hivedscheduler-hs
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: hivedscheduler-hs
+    spec:
+      serviceAccountName: hivedscheduler-account
+      containers:
+      - name: hivedscheduler
+        image: hivedscheduler/hivedscheduler
+        env:
+        - name: CONFIG
+          value: /hivedscheduler-config/hivedscheduler.yaml
+        command: [
+          "bash", "-c",
+          "./start.sh"]
+        volumeMounts:
+        - name: hivedscheduler-config
+          mountPath: /hivedscheduler-config
+      volumes:
+      - name: hivedscheduler-config
+        configMap:
+          name: hivedscheduler-config
+---
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: hivedscheduler-ds-vc1
+  namespace: default
+spec:
+  serviceName: hivedscheduler-ds-vc1
+  selector:
+    matchLabels:
+      app: hivedscheduler-ds-vc1
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: hivedscheduler-ds-vc1
+    spec:
+      serviceAccountName: hivedscheduler-account
+      containers:
+      - name: defaultscheduler
+        image: gcr.io/google_containers/kube-scheduler:v1.14.2
+        command: [
+          "sh", "-c",
+          "echo \"apiVersion: kubescheduler.config.k8s.io/v1alpha1\" >> config.yaml &&
+           echo \"kind: KubeSchedulerConfiguration\" >> config.yaml &&
+           echo \"schedulerName: hivedscheduler-ds-vc1\" >> config.yaml &&
+           echo \"disablePreemption: false\" >> config.yaml &&
+           echo \"percentageOfNodesToScore: 100\" >> config.yaml &&
+           echo \"algorithmSource:\" >> config.yaml &&
+           echo \"  policy:\" >> config.yaml &&
+           echo \"    configMap:\" >> config.yaml &&
+           echo \"      name: hivedscheduler-config\" >> config.yaml &&
+           echo \"      namespace: default\" >> config.yaml &&
+           echo \"leaderElection:\" >> config.yaml &&
+           echo \"  leaderElect: false\" >> config.yaml &&
+           /usr/local/bin/kube-scheduler
+           --config=config.yaml
+           --feature-gates=PodPriority=true
+           --leader-elect=false
+           --v=4"]
+---
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: hivedscheduler-ds-vc2
+  namespace: default
+spec:
+  serviceName: hivedscheduler-ds-vc2
+  selector:
+    matchLabels:
+      app: hivedscheduler-ds-vc2
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: hivedscheduler-ds-vc2
+    spec:
+      serviceAccountName: hivedscheduler-account
+      containers:
+      - name: defaultscheduler
+        image: gcr.io/google_containers/kube-scheduler:v1.14.2
+        command: [
+          "sh", "-c",
+          "echo \"apiVersion: kubescheduler.config.k8s.io/v1alpha1\" >> config.yaml &&
+           echo \"kind: KubeSchedulerConfiguration\" >> config.yaml &&
+           echo \"schedulerName: hivedscheduler-ds-vc2\" >> config.yaml &&
+           echo \"disablePreemption: false\" >> config.yaml &&
+           echo \"percentageOfNodesToScore: 100\" >> config.yaml &&
+           echo \"algorithmSource:\" >> config.yaml &&
+           echo \"  policy:\" >> config.yaml &&
+           echo \"    configMap:\" >> config.yaml &&
+           echo \"      name: hivedscheduler-config\" >> config.yaml &&
+           echo \"      namespace: default\" >> config.yaml &&
+           echo \"leaderElection:\" >> config.yaml &&
+           echo \"  leaderElect: false\" >> config.yaml &&
+           /usr/local/bin/kube-scheduler
+           --config=config.yaml
+           --feature-gates=PodPriority=true
+           --leader-elect=false
+           --v=4"]
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: hivedscheduler-service
+spec:
+  selector:
+    app: hivedscheduler-hs
+  type: NodePort
+  ports:
+  - protocol: TCP
+    targetPort: 30096
+    port: 30096
+    nodePort: 30096
diff --git a/src/hivedscheduler/src/go.mod b/src/hivedscheduler/src/go.mod
new file mode 100644
index 00000000..49c163bb
--- /dev/null
+++ b/src/hivedscheduler/src/go.mod
@@ -0,0 +1,67 @@
+module github.com/microsoft/hivedscheduler
+
+go 1.24.0
+
+toolchain go1.24.9
+
+require (
+	github.com/fsnotify/fsnotify v1.9.0
+	github.com/spf13/viper v1.20.1
+	gopkg.in/yaml.v2 v2.4.0
+	k8s.io/api v0.33.2
+	k8s.io/apimachinery v0.33.2
+	k8s.io/client-go v0.33.2
+	k8s.io/klog v1.0.0
+	k8s.io/kube-scheduler v0.33.2
+)
+
+require (
+	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
+	github.com/emicklei/go-restful/v3 v3.12.2 // indirect
+	github.com/fxamacker/cbor/v2 v2.8.0 // indirect
+	github.com/go-logr/logr v1.4.3 // indirect
+	github.com/go-openapi/jsonpointer v0.21.1 // indirect
+	github.com/go-openapi/jsonreference v0.21.0 // indirect
+	github.com/go-openapi/swag v0.23.1 // indirect
+	github.com/go-viper/mapstructure/v2 v2.3.0 // indirect
+	github.com/gogo/protobuf v1.3.2 // indirect
+	github.com/google/gnostic-models v0.7.0 // indirect
+	github.com/google/go-cmp v0.7.0 // indirect
+	github.com/google/uuid v1.6.0 // indirect
+	github.com/josharian/intern v1.0.0 // indirect
+	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/mailru/easyjson v0.9.0 // indirect
+	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
+	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
+	github.com/pelletier/go-toml/v2 v2.2.4 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
+	github.com/sagikazarmark/locafero v0.9.0 // indirect
+	github.com/sourcegraph/conc v0.3.0 // indirect
+	github.com/spf13/afero v1.14.0 // indirect
+	github.com/spf13/cast v1.9.2 // indirect
+	github.com/spf13/pflag v1.0.6 // indirect
+	github.com/subosito/gotenv v1.6.0 // indirect
+	github.com/x448/float16 v0.8.4 // indirect
+	go.uber.org/multierr v1.11.0 // indirect
+	go.yaml.in/yaml/v2 v2.4.2 // indirect
+	go.yaml.in/yaml/v3 v3.0.4 // indirect
+	golang.org/x/net v0.41.0 // indirect
+	golang.org/x/oauth2 v0.30.0 // indirect
+	golang.org/x/sys v0.33.0 // indirect
+	golang.org/x/term v0.32.0 // indirect
+	golang.org/x/text v0.26.0 // indirect
+	golang.org/x/time v0.12.0 // indirect
+	golang.org/x/tools v0.34.0 // indirect
+	google.golang.org/protobuf v1.36.6 // indirect
+	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
+	gopkg.in/inf.v0 v0.9.1 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+	k8s.io/klog/v2 v2.130.1 // indirect
+	k8s.io/kube-openapi v0.0.0-20250701173324-9bd5c66d9911 // indirect
+	k8s.io/utils v0.0.0-20250604170112-4c0f3b243397 // indirect
+	sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect
+	sigs.k8s.io/randfill v1.0.0 // indirect
+	sigs.k8s.io/structured-merge-diff/v4 v4.7.0 // indirect
+	sigs.k8s.io/yaml v1.5.0 // indirect
+)
diff --git a/src/hivedscheduler/src/go.sum b/src/hivedscheduler/src/go.sum
new file mode 100644
index 00000000..f15a2529
--- /dev/null
+++ b/src/hivedscheduler/src/go.sum
@@ -0,0 +1,178 @@
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
+github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/emicklei/go-restful/v3 v3.12.2 h1:DhwDP0vY3k8ZzE0RunuJy8GhNpPL6zqLkDf9B/a0/xU=
+github.com/emicklei/go-restful/v3 v3.12.2/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
+github.com/frankban/quicktest v1.14.6 h1:7Xjx+VpznH+oBnejlPUj8oUpdxnVs4f8XU8WnHkI4W8=
+github.com/frankban/quicktest v1.14.6/go.mod h1:4ptaffx2x8+WTWXmUCuVU6aPUX1/Mz7zb5vbUoiM6w0=
+github.com/fsnotify/fsnotify v1.9.0 h1:2Ml+OJNzbYCTzsxtv8vKSFD9PbJjmhYF14k/jKC7S9k=
+github.com/fsnotify/fsnotify v1.9.0/go.mod h1:8jBTzvmWwFyi3Pb8djgCCO5IBqzKJ/Jwo8TRcHyHii0=
+github.com/fxamacker/cbor/v2 v2.8.0 h1:fFtUGXUzXPHTIUdne5+zzMPTfffl3RD5qYnkY40vtxU=
+github.com/fxamacker/cbor/v2 v2.8.0/go.mod h1:vM4b+DJCtHn+zz7h3FFp/hDAI9WNWCsZj23V5ytsSxQ=
+github.com/go-logr/logr v0.1.0/go.mod h1:ixOQHD9gLJUVQQ2ZOR7zLEifBX6tGkNJF4QyIY7sIas=
+github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
+github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
+github.com/go-openapi/jsonpointer v0.21.1 h1:whnzv/pNXtK2FbX/W9yJfRmE2gsmkfahjMKB0fZvcic=
+github.com/go-openapi/jsonpointer v0.21.1/go.mod h1:50I1STOfbY1ycR8jGz8DaMeLCdXiI6aDteEdRNNzpdk=
+github.com/go-openapi/jsonreference v0.21.0 h1:Rs+Y7hSXT83Jacb7kFyjn4ijOuVGSvOdF2+tg1TRrwQ=
+github.com/go-openapi/jsonreference v0.21.0/go.mod h1:LmZmgsrTkVg9LG4EaHeY8cBDslNPMo06cago5JNLkm4=
+github.com/go-openapi/swag v0.23.1 h1:lpsStH0n2ittzTnbaSloVZLuB5+fvSY/+hnagBjSNZU=
+github.com/go-openapi/swag v0.23.1/go.mod h1:STZs8TbRvEQQKUA+JZNAm3EWlgaOBGpyFDqQnDHMef0=
+github.com/go-task/slim-sprig/v3 v3.0.0 h1:sUs3vkvUymDpBKi3qH1YSqBQk9+9D/8M2mN1vB6EwHI=
+github.com/go-task/slim-sprig/v3 v3.0.0/go.mod h1:W848ghGpv3Qj3dhTPRyJypKRiqCdHZiAzKg9hl15HA8=
+github.com/go-viper/mapstructure/v2 v2.3.0 h1:27XbWsHIqhbdR5TIC911OfYvgSaW93HM+dX7970Q7jk=
+github.com/go-viper/mapstructure/v2 v2.3.0/go.mod h1:oJDH3BJKyqBA2TXFhDsKDGDTlndYOZ6rGS0BRZIxGhM=
+github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
+github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q=
+github.com/google/gnostic-models v0.7.0 h1:qwTtogB15McXDaNqTZdzPJRHvaVJlAl+HVQnLmJEJxo=
+github.com/google/gnostic-models v0.7.0/go.mod h1:whL5G0m6dmc5cPxKc5bdKdEN3UjI7OUGxBlw57miDrQ=
+github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
+github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
+github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
+github.com/google/pprof v0.0.0-20241029153458-d1b30febd7db h1:097atOisP2aRj7vFgYQBbFN4U4JNXUNYpxael3UzMyo=
+github.com/google/pprof v0.0.0-20241029153458-d1b30febd7db/go.mod h1:vavhavw2zAxS5dIdcRluK6cSGGPlZynqzFM8NdvU144=
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diff --git a/src/hivedscheduler/src/pkg/algorithm/cell.go b/src/hivedscheduler/src/pkg/algorithm/cell.go
new file mode 100644
index 00000000..7b5647ca
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/cell.go
@@ -0,0 +1,423 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"k8s.io/klog"
+)
+
+// A Cell represents a set of leaf cells affinitized by their interconnection topology.
+// Cells are organized as a tree through pointers to their parents / children.
+type Cell interface {
+	GetChain() CellChain
+	GetLevel() CellLevel
+	GetAddress() api.CellAddress
+	GetParent() Cell
+	SetParent(Cell)
+	GetChildren() CellList
+	SetChildren(CellList)
+	AtOrHigherThanNode() bool
+	GetPriority() CellPriority
+	SetPriority(CellPriority)
+	GetTotalLeafCellNum() int32
+	GetUsedLeafCellNumAtPriorities() map[CellPriority]int32
+	IncreaseUsedLeafCellNumAtPriority(CellPriority, int32)
+}
+
+func CellEqual(c1 Cell, c2 Cell) bool {
+	if c1 == nil || c2 == nil {
+		return c1 == nil && c2 == nil
+	} else {
+		return c1.GetAddress() == c2.GetAddress()
+	}
+}
+
+type GenericCell struct {
+	chain              CellChain
+	level              CellLevel
+	address            api.CellAddress
+	parent             Cell     // pointer to its parent cell
+	children           CellList // pointer to its children cells
+	atOrHigherThanNode bool     // true if the cell is at or higher than node level
+	priority           CellPriority
+	state              CellState
+	// A cell is healthy if all of the cell's children are healthy (bad if any child is bad).
+	// The healthy field is orthogonal to priority and state.
+	healthy                     bool
+	totalLeafCellNum            int32                  // total leaf cell number of a cell
+	usedLeafCellNumAtPriorities map[CellPriority]int32 // leaf cell number used by each priority
+}
+
+func (c *GenericCell) GetChain() CellChain {
+	return c.chain
+}
+
+func (c *GenericCell) GetLevel() CellLevel {
+	return c.level
+}
+
+func (c *GenericCell) GetAddress() api.CellAddress {
+	return c.address
+}
+
+func (c *GenericCell) GetParent() Cell {
+	return c.parent
+}
+
+func (c *GenericCell) SetParent(p Cell) {
+	c.parent = p
+}
+
+func (c *GenericCell) GetChildren() CellList {
+	return c.children
+}
+
+func (c *GenericCell) AtOrHigherThanNode() bool {
+	return c.atOrHigherThanNode
+}
+
+func (c *GenericCell) GetPriority() CellPriority {
+	return c.priority
+}
+
+func (c *GenericCell) GetState() CellState {
+	return c.state
+}
+
+func (c *GenericCell) IsHealthy() bool {
+	return c.healthy
+}
+
+func (c *GenericCell) GetTotalLeafCellNum() int32 {
+	return c.totalLeafCellNum
+}
+
+func (c *GenericCell) GetUsedLeafCellNumAtPriorities() map[CellPriority]int32 {
+	return c.usedLeafCellNumAtPriorities
+}
+
+func (c *GenericCell) IncreaseUsedLeafCellNumAtPriority(p CellPriority, delta int32) {
+	c.usedLeafCellNumAtPriorities[p] += delta
+	if c.usedLeafCellNumAtPriorities[p] == 0 {
+		delete(c.usedLeafCellNumAtPriorities, p)
+	}
+}
+
+// PhysicalCell defines a cell in the physical cluster.
+type PhysicalCell struct {
+	GenericCell
+	nodes                    []string           // node names inside the cell
+	leafCellIndices          []int32            // [-1] for cells at levels higher than node
+	usingGroup               *AlgoAffinityGroup // affinity group using this cell
+	reservingOrReservedGroup *AlgoAffinityGroup // affinity group that is reserving, or has reserved the cell (e.g., waiting for preemption)
+	virtualCell              *VirtualCell       // points to the bound virtual cell
+	split                    bool               // true when the cell has been split
+	pinned                   bool               // true when this is a pinned cell
+	// This status only contains the statuses that need to be exposed to external,
+	// and should not be used for internal status management
+	apiStatus *api.PhysicalCellStatus
+}
+
+func NewPhysicalCell(
+	c CellChain,
+	l CellLevel,
+	g bool,
+	n int32,
+	cellType api.CellType,
+	address api.CellAddress,
+	isNodeLevel bool) *PhysicalCell {
+
+	return &PhysicalCell{
+		GenericCell: GenericCell{
+			chain:                       c,
+			level:                       l,
+			priority:                    freePriority,
+			address:                     address,
+			atOrHigherThanNode:          g,
+			totalLeafCellNum:            n,
+			usedLeafCellNumAtPriorities: map[CellPriority]int32{},
+			state:                       cellFree,
+			// cells are set to healthy initially, and will be all set to bad in HivedAlgorithm.initBadNodes
+			healthy: true,
+		},
+		apiStatus: &api.PhysicalCellStatus{
+			CellStatus: api.CellStatus{
+				CellType:        cellType,
+				IsNodeLevel:     isNodeLevel,
+				CellAddress:     address,
+				CellState:       api.CellState(cellFree),
+				CellHealthiness: api.CellHealthy,
+				CellPriority:    int32(freePriority),
+			},
+		},
+	}
+}
+
+func (c *PhysicalCell) SetChildren(children CellList) {
+	c.children = children
+	for _, cc := range children {
+		child := cc.(*PhysicalCell)
+		c.apiStatus.CellChildren = append(c.apiStatus.CellChildren, child.apiStatus)
+	}
+}
+
+func (c *PhysicalCell) SetPriority(p CellPriority) {
+	c.priority = p
+	c.apiStatus.CellPriority = int32(p)
+	if c.apiStatus.VirtualCell != nil {
+		c.apiStatus.VirtualCell.CellPriority = int32(p)
+	}
+}
+
+func (c *PhysicalCell) SetState(s CellState) {
+	c.state = s
+	c.apiStatus.CellState = api.CellState(s)
+	if c.virtualCell != nil {
+		c.virtualCell.state = s
+		c.virtualCell.apiStatus.CellState = api.CellState(s)
+		c.apiStatus.VirtualCell.CellState = api.CellState(s)
+		c.virtualCell.apiStatus.PhysicalCell.CellState = api.CellState(s)
+	}
+}
+
+func (c *PhysicalCell) GetPhysicalPlacement() ([]string, []int32) {
+	return c.nodes, c.leafCellIndices
+}
+
+func (c *PhysicalCell) GetPhysicalPlacementString() string {
+	return fmt.Sprintf("%v:%v", c.nodes, c.leafCellIndices)
+}
+
+func (c *PhysicalCell) SetPhysicalResources(nodes []string, leafCellIndices []int32) {
+	c.nodes = nodes
+	c.leafCellIndices = leafCellIndices
+}
+
+func (c *PhysicalCell) AddUsingGroup(g *AlgoAffinityGroup) {
+	if c.usingGroup != nil {
+		klog.Errorf("Found another using affinity group %v when adding "+
+			"using affinity group %v to cell %v", c.usingGroup.name, g.name, c.address)
+	}
+	c.usingGroup = g
+	klog.Infof("Cell %v is now used by affinity group %v", c.address, g.name)
+}
+
+func (c *PhysicalCell) DeleteUsingGroup(g *AlgoAffinityGroup) {
+	if c.usingGroup == nil || c.usingGroup.name != g.name {
+		klog.Errorf("Using affinity group %v not found when deleting it from cell %v", g.name, c.address)
+	}
+	c.usingGroup = nil
+	klog.Infof("Cell %v is no longer used by affinity group %v", c.address, g.name)
+}
+
+func (c *PhysicalCell) GetUsingGroup() *AlgoAffinityGroup {
+	return c.usingGroup
+}
+
+func (c *PhysicalCell) AddReservingOrReservedGroup(g *AlgoAffinityGroup) {
+	if c.reservingOrReservedGroup != nil {
+		klog.Errorf("Found another reserving or reserved affinity group %v when adding "+
+			"reserving or reserved affinity group %v to cell %v", c.reservingOrReservedGroup.name, g.name, c.address)
+	}
+	c.reservingOrReservedGroup = g
+	klog.Infof("Cell %v is now reserved (or being reserved) by affinity group %v", c.address, g.name)
+}
+
+func (c *PhysicalCell) DeleteReservingOrReservedGroup(g *AlgoAffinityGroup) {
+	if c.reservingOrReservedGroup == nil || c.reservingOrReservedGroup.name != g.name {
+		klog.Errorf("Reserving or reserved affinity group %v not found when deleting it from cell %v",
+			g.name, c.address)
+	}
+	c.reservingOrReservedGroup = nil
+	klog.Infof("Cell %v is no longer reserved by affinity group %v", c.address, g.name)
+}
+
+func (c *PhysicalCell) GetReservingOrReservedGroup() *AlgoAffinityGroup {
+	return c.reservingOrReservedGroup
+}
+
+func (c *PhysicalCell) GetVirtualCell() *VirtualCell {
+	return c.virtualCell
+}
+
+func (c *PhysicalCell) SetVirtualCell(cell *VirtualCell) {
+	c.virtualCell = cell
+	if cell == nil {
+		c.apiStatus.VirtualCell = nil
+		c.apiStatus.VC = ""
+	} else {
+		vcs := &api.VirtualCellStatus{}
+		// shallow copy the status, clear the pointers to avoid reference
+		*vcs = *(cell.apiStatus)
+		vcs.CellChildren = nil
+		vcs.PhysicalCell = nil
+		c.apiStatus.VirtualCell = vcs
+		c.apiStatus.VC = cell.vc
+	}
+}
+
+func (c *PhysicalCell) IsSplit() bool {
+	return c.split
+}
+
+func (c *PhysicalCell) SetSplit(split bool) {
+	c.split = split
+}
+
+func (c *PhysicalCell) IsPinned() bool {
+	return c.pinned
+}
+
+func (c *PhysicalCell) SetPinned(pinned bool) {
+	c.pinned = pinned
+}
+
+func (c *PhysicalCell) GetAPIStatus() *api.PhysicalCellStatus {
+	return c.apiStatus
+}
+
+func (c *PhysicalCell) SetHealthiness(h api.CellHealthiness) {
+	klog.Infof("Cell %v is set to %v", c.address, h)
+	c.healthy = h == api.CellHealthy
+	c.apiStatus.CellHealthiness = h
+	if c.virtualCell != nil {
+		c.virtualCell.healthy = c.healthy
+		c.apiStatus.VirtualCell.CellHealthiness = h
+		c.virtualCell.GetAPIStatus().CellHealthiness = h
+		c.virtualCell.GetAPIStatus().PhysicalCell.CellHealthiness = h
+	}
+}
+
+// VirtualCell defines a cell in a VC.
+type VirtualCell struct {
+	GenericCell
+	vc              api.VirtualClusterName // name of its VC
+	pid             api.PinnedCellId       // pinned cell ID
+	preassignedCell *VirtualCell           // top-level ancestor of this cell
+	physicalCell    *PhysicalCell          // points to the bound physical cell
+	// This status only contains the statuses that need to be exposed to external,
+	// and should not be used for internal status management
+	apiStatus *api.VirtualCellStatus
+}
+
+func NewVirtualCell(
+	vcn api.VirtualClusterName,
+	c CellChain,
+	l CellLevel,
+	g bool,
+	n int32,
+	pac *VirtualCell,
+	cellType api.CellType,
+	address api.CellAddress,
+	isNodeLevel bool) *VirtualCell {
+
+	return &VirtualCell{
+		GenericCell: GenericCell{
+			chain:                       c,
+			level:                       l,
+			priority:                    freePriority,
+			address:                     address,
+			atOrHigherThanNode:          g,
+			totalLeafCellNum:            n,
+			usedLeafCellNumAtPriorities: map[CellPriority]int32{},
+			state:                       cellFree,
+			// cells are set to healthy initially, and will be all set to bad in HivedAlgorithm.initBadNodes
+			healthy: true,
+		},
+		vc:              vcn,
+		preassignedCell: pac,
+		apiStatus: &api.VirtualCellStatus{
+			CellStatus: api.CellStatus{
+				CellType:        cellType,
+				IsNodeLevel:     isNodeLevel,
+				CellAddress:     address,
+				CellState:       api.CellState(cellFree),
+				CellHealthiness: api.CellHealthy,
+				CellPriority:    int32(freePriority),
+			},
+		},
+	}
+}
+
+func (c *VirtualCell) SetChildren(children CellList) {
+	c.children = children
+	for _, cc := range children {
+		child := cc.(*VirtualCell)
+		c.apiStatus.CellChildren = append(c.apiStatus.CellChildren, child.apiStatus)
+	}
+}
+
+func (c *VirtualCell) SetPriority(p CellPriority) {
+	c.priority = p
+	c.apiStatus.CellPriority = int32(p)
+	if c.apiStatus.PhysicalCell != nil {
+		c.apiStatus.PhysicalCell.CellPriority = int32(p)
+	}
+}
+
+func (c *VirtualCell) GetVirtualCluster() api.VirtualClusterName {
+	return c.vc
+}
+
+func (c *VirtualCell) SetPinnedCellId(pid api.PinnedCellId) {
+	c.pid = pid
+}
+
+func (c *VirtualCell) GetPreassignedCell() *VirtualCell {
+	return c.preassignedCell
+}
+
+func (c *VirtualCell) SetPreAssignedCell(cell *VirtualCell) {
+	c.preassignedCell = cell
+}
+
+func (c *VirtualCell) GetPhysicalCell() *PhysicalCell {
+	return c.physicalCell
+}
+
+func (c *VirtualCell) SetPhysicalCell(cell *PhysicalCell) {
+	c.physicalCell = cell
+	if cell == nil {
+		c.apiStatus.PhysicalCell = nil
+		c.state = cellFree
+		c.healthy = true
+		c.apiStatus.CellHealthiness = api.CellHealthy
+		c.apiStatus.CellState = api.CellState(cellFree)
+	} else {
+		c.healthy = cell.healthy
+		pcs := &api.PhysicalCellStatus{}
+		// shallow copy the status, clear the pointers to avoid reference
+		*pcs = *(cell.apiStatus)
+		pcs.CellChildren = nil
+		pcs.VirtualCell = nil
+		c.apiStatus.PhysicalCell = pcs
+		c.apiStatus.CellHealthiness = pcs.CellHealthiness
+	}
+}
+
+func (c *VirtualCell) GetAPIStatus() *api.VirtualCellStatus {
+	return c.apiStatus
+}
diff --git a/src/hivedscheduler/src/pkg/algorithm/cell_allocation.go b/src/hivedscheduler/src/pkg/algorithm/cell_allocation.go
new file mode 100644
index 00000000..645f6bcb
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/cell_allocation.go
@@ -0,0 +1,454 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+	"sort"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"k8s.io/klog"
+)
+
+// buddyAlloc is used for allocating a free physical cell to a preassigned virtual cell.
+// It splits a higher-level cell when there is no free cell at the current level.
+// Note that this is a backtracking version of the buddy alloc algorithm (slightly more complex
+// than the simple recursive version present in the paper). Ideally we do not need to backtrack
+// because buddy alloc has safety guarantee (the simple algorithm already works).
+// But it's possible that the cell allocated by the non-backtrack buddy alloc is temporarily unavailable
+// (e.g., it's bad or not within K8s suggested nodes), then we need to do backtracking search
+// on the free cell list so as to find an available cell.
+func buddyAlloc(
+	cell *cellBindingPathVertex,
+	freeList ChainCellList,
+	currentLevel CellLevel,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool,
+	bindings map[api.CellAddress]*PhysicalCell) bool {
+
+	if currentLevel == cell.cell.GetLevel() {
+		ok, pickedCells := mapVirtualCellsToPhysical(
+			[]*cellBindingPathVertex{cell},
+			freeList[currentLevel],
+			suggestedNodes,
+			ignoreSuggestedNodes,
+			bindings,
+			true)
+		if ok {
+			for _, c := range pickedCells {
+				freeList.remove(c, currentLevel)
+			}
+			return true
+		}
+		return false
+	}
+	freeCells := getUsablePhysicalCells(freeList[currentLevel], 1, suggestedNodes, ignoreSuggestedNodes)
+	if freeCells == nil {
+		return false
+	}
+	for _, c := range freeCells {
+		freeList[currentLevel-1] = append(freeList[currentLevel-1], c.GetChildren()...)
+		if buddyAlloc(cell, freeList, currentLevel-1, suggestedNodes, ignoreSuggestedNodes, bindings) {
+			freeList.remove(c, currentLevel)
+			return true
+		} else {
+			freeList[currentLevel-1] = nil
+		}
+	}
+	return false
+}
+
+// after buddyAlloc cannot find a healthy cell (or not in suggested nodes),
+// try to split a higher level cell safely to get current level cells
+func safeRelaxedBuddyAlloc(
+	cell *cellBindingPathVertex,
+	freeList ChainCellList,
+	freeCellNum map[CellLevel]int32,
+	currentLevel CellLevel,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool,
+	bindings map[api.CellAddress]*PhysicalCell) bool {
+
+	var splittableCell Cell
+	splittableNum := map[CellLevel]int32{}
+	for i := CellLevel(len(freeList)); i > currentLevel; i-- {
+		// calculate splittable number
+		splittableNum[i] = int32(len(freeList[i])) - freeCellNum[i]
+		if i < CellLevel(len(freeList)) && splittableCell != nil {
+			splittableNum[i] += splittableNum[i+1] * int32(len(splittableCell.GetChildren()))
+		}
+		// iterate higher level cell
+		if splittableCell == nil && len(freeList[i]) > 0 {
+			splittableCell = freeList[i][0]
+		} else if splittableCell != nil {
+			splittableCell = splittableCell.GetChildren()[0]
+		}
+		// check safety
+		if splittableNum[i] < 0 {
+			panic(fmt.Sprintf("VC Safety Broken: level %v cell with free list %v is unsplittable, splittableNum=%v",
+				i, freeList[i], splittableNum[i]))
+		}
+	}
+
+	for l := currentLevel + 1; l <= CellLevel(len(freeList)); l++ {
+		cellNum := int32(len(freeList[l]))
+		if cellNum > splittableNum[l] {
+			cellNum = splittableNum[l]
+		}
+		if cellNum > 0 {
+			splitList := CellList{}
+			for i := int32(0); i < cellNum; i++ {
+				splitList = append(splitList, freeList[l][0])
+				freeList.remove(freeList[l][0], l)
+			}
+			splittableNum[l] -= cellNum
+			for sl := l; sl > currentLevel; sl-- {
+				splitChildrenList := CellList{}
+				for _, sc := range splitList {
+					splitChildrenList = append(splitChildrenList, sc.GetChildren()...)
+				}
+				splitList = splitChildrenList
+			}
+			freeList[currentLevel] = append(splitList, freeList[currentLevel]...)
+			ok, pickedCells := mapVirtualCellsToPhysical(
+				[]*cellBindingPathVertex{cell},
+				freeList[currentLevel],
+				suggestedNodes,
+				ignoreSuggestedNodes,
+				bindings,
+				true)
+			if ok {
+				for _, c := range pickedCells {
+					freeList.remove(c, currentLevel)
+				}
+				return true
+			}
+		}
+	}
+	return false
+}
+
+// getLowestFreeCellLevel returns the lowest level in the free cell list with at least one free cell.
+func getLowestFreeCellLevel(freeList ChainCellList, l CellLevel) CellLevel {
+	for ; l <= CellLevel(len(freeList)); l++ {
+		if len(freeList[l]) != 0 {
+			return l
+		}
+	}
+	panic(fmt.Sprintf("VC Safety Broken: free cell not found "+
+		"even split to the highest level %v", l-1))
+}
+
+// mapVirtualPlacementToPhysical maps cells in a VC placement to the physical cluster.
+// For the preassigned cells, it will call buddy alloc to map them;
+// For the nonPreassigned cells, it will map them following the topology inside the corresponding preassigned cells.
+func mapVirtualPlacementToPhysical(
+	preassignedCells []*cellBindingPathVertex,
+	nonPreassignedCells [][]*cellBindingPathVertex,
+	freeList ChainCellList,
+	freeCellNum map[CellLevel]int32,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool,
+	bindings map[api.CellAddress]*PhysicalCell) bool {
+
+	for _, c := range preassignedCells {
+		if !buddyAlloc(c, freeList, getLowestFreeCellLevel(
+			freeList, c.cell.GetLevel()), suggestedNodes, ignoreSuggestedNodes, bindings) {
+			klog.Info("Buddy allocation failed due to bad cells, try to split higher level cells")
+			if !safeRelaxedBuddyAlloc(c, freeList, freeCellNum, c.cell.GetLevel(),
+				suggestedNodes, ignoreSuggestedNodes, bindings) {
+				klog.Info("Cannot split higher level cells")
+				return false
+			}
+		} else {
+			freeCellNum[c.cell.GetLevel()]--
+		}
+	}
+	for _, cells := range nonPreassignedCells {
+		ok, _ := mapVirtualCellsToPhysical(
+			cells, cells[0].cell.GetParent().(*VirtualCell).GetPhysicalCell().GetChildren(),
+			suggestedNodes, ignoreSuggestedNodes, bindings, false)
+		if !ok {
+			return false
+		}
+	}
+	return true
+}
+
+// getUsablePhysicalCells returns the usable cells in a physical cell list for cell binding.
+func getUsablePhysicalCells(
+	candidates CellList,
+	numNeeded int32,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool) (usableCandidates CellList) {
+
+	for i := range candidates {
+		c := candidates[i].(*PhysicalCell)
+		// skip the cell if it is already bound
+		if c.GetVirtualCell() != nil {
+			continue
+		}
+		// skip the cell if it is a bad node
+		nodes, _ := c.GetPhysicalPlacement()
+		if len(nodes) == 1 && !c.IsHealthy() {
+			continue
+		}
+		if !ignoreSuggestedNodes {
+			// skip the cell if all of its nodes are not within suggested nodes (if only some of them are,
+			// we can possibly find usable cells when searching in the next level)
+			allNonSuggested := true
+			for _, n := range nodes {
+				if suggestedNodes.Contains(n) {
+					allNonSuggested = false
+					break
+				}
+			}
+			if allNonSuggested {
+				continue
+			}
+		}
+		usableCandidates = append(usableCandidates, c)
+	}
+	// the usable candidates should be no fewer than needed
+	if int32(len(usableCandidates)) < numNeeded {
+		return nil
+	}
+	// prioritize the cells with fewer opportunistic pods (to reduce preemption)
+	sort.SliceStable(usableCandidates, func(i, j int) bool {
+		return usableCandidates[i].GetUsedLeafCellNumAtPriorities()[opportunisticPriority] <
+			usableCandidates[j].GetUsedLeafCellNumAtPriorities()[opportunisticPriority]
+	})
+	return usableCandidates
+}
+
+// mapVirtualCellsToPhysical maps a set of virtual cells to a set of candidate physical cells,
+// and recursively for their children. When mapping the children, the candidates for the children
+// will be the children of the currently picked physical cell (this way we will maintain the equivalence
+// of topology inside a preassigned cell and that of its physical cell).
+// Similar to buddyAlloc, this is a backtracking search:
+// if the current candidate cells cannot satisfy the virtual cells (e.g., they are bad or not within
+// K8s suggested nodes), we will backtrack to the last level and try other candidates.
+func mapVirtualCellsToPhysical(
+	cells []*cellBindingPathVertex,
+	candidates CellList,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool,
+	bindings map[api.CellAddress]*PhysicalCell,
+	returnPicked bool) (ok bool, pickedCells CellList) {
+
+	candidates = getUsablePhysicalCells(candidates, int32(len(cells)), suggestedNodes, ignoreSuggestedNodes)
+	if candidates == nil {
+		return false, nil
+	}
+	cellIndex := int32(0)
+	candidateIndex := int32(0)
+	pickedCandidateIndices := make([]int32, len(cells))
+	pickedIndexSet := common.NewSet()
+	for cellIndex >= 0 {
+		for candidateIndex = pickedCandidateIndices[cellIndex]; candidateIndex < int32(len(candidates)); candidateIndex++ {
+			if pickedIndexSet.Contains(candidateIndex) {
+				continue
+			}
+			candidate := candidates[candidateIndex].(*PhysicalCell)
+			picked := false
+			if candidate.GetLevel() == lowestLevel {
+				picked = true
+				// record bindings for the lowest-level cells
+				bindings[cells[cellIndex].cell.GetAddress()] = candidate
+			} else {
+				// search for the next level
+				picked, _ = mapVirtualCellsToPhysical(
+					cells[cellIndex].childrenToBind,
+					candidate.GetChildren(),
+					suggestedNodes,
+					ignoreSuggestedNodes,
+					bindings,
+					false)
+			}
+			if picked {
+				pickedCandidateIndices[cellIndex] = candidateIndex
+				pickedIndexSet.Add(candidateIndex)
+				if cellIndex == int32(len(cells))-1 {
+					if !returnPicked {
+						return true, nil
+					}
+					for _, index := range pickedCandidateIndices {
+						pickedCells = append(pickedCells, candidates[index])
+					}
+					return true, pickedCells
+				}
+				break
+			}
+		}
+		if candidateIndex == int32(len(candidates)) {
+			cellIndex--
+			if cellIndex >= 0 {
+				pickedIndexSet.Delete(pickedCandidateIndices[cellIndex])
+				pickedCandidateIndices[cellIndex]++
+			}
+		} else {
+			cellIndex++
+		}
+	}
+	return false, nil
+}
+
+// mapPhysicalCellToVirtual is an inverse operation of mapVirtualCellToPhysical,
+// used for finding the virtual cell when adding an allocated pod.
+// It maps a physical cell (possibly allocated to a non-preassigned virtual cell) to the corresponding virtual cell.
+func mapPhysicalCellToVirtual(
+	c *PhysicalCell,
+	vccl ChainCellList,
+	preassignedLevel CellLevel,
+	p CellPriority) (*VirtualCell, string) {
+
+	if c.GetVirtualCell() != nil {
+		return c.GetVirtualCell(), ""
+	} else if c.GetLevel() == preassignedLevel {
+		if preassignedVirtual := getLowestPriorityVirtualCell(vccl[preassignedLevel], p); preassignedVirtual == nil {
+			return nil, fmt.Sprintf("insufficient free cell in the VC at the preassigned level (%v)", preassignedLevel)
+		} else {
+			return preassignedVirtual, ""
+		}
+	} else if c.GetParent() == nil {
+		return nil, fmt.Sprintf(
+			"physical and virtual cell hierarchies not match (cannot reach the preassigned level %v in physical)",
+			preassignedLevel)
+	} else {
+		parentVirtual, message := mapPhysicalCellToVirtual(c.GetParent().(*PhysicalCell), vccl, preassignedLevel, p)
+		if parentVirtual == nil {
+			return nil, message
+		} else {
+			return getLowestPriorityVirtualCell(parentVirtual.GetChildren(), p), ""
+		}
+	}
+}
+
+// getLowestPriorityVirtualCell returns a virtual cell with the lowest priority
+// among those whose priorities are lower than the given priority (p).
+// We don't just return a free cell because in cases like reconfiguration, there might be no
+// free cell left. Then we allow to return a non-free, but lowest-priority cell and preempt it.
+func getLowestPriorityVirtualCell(cl CellList, p CellPriority) (lowestPriorityCell *VirtualCell) {
+	lowestPriority := maxGuaranteedPriority
+	for _, c := range cl {
+		vc := c.(*VirtualCell)
+		priority := vc.GetPriority()
+		if priority == freePriority {
+			if vc.GetPhysicalCell() == nil {
+				return vc
+			} else {
+				// Although freePriority must be the lowest priority, we should not return a free cell
+				// with binding, because such binding cannot be preempted (e.g., the binding is
+				// created for doomed bad cell)
+				continue
+			}
+		} else if priority < p && priority < lowestPriority {
+			lowestPriority = priority
+			lowestPriorityCell = vc
+		}
+	}
+	return lowestPriorityCell
+}
+
+// getUnboundVirtualCell returns a virtual cell that is not bound to a physical cell.
+func getUnboundVirtualCell(cl CellList) *VirtualCell {
+	for _, c := range cl {
+		if vc := c.(*VirtualCell); vc.GetPhysicalCell() == nil {
+			return vc
+		}
+	}
+	return nil
+}
+
+// bindCell binds a virtual cell to a physical cell and its parent recursively.
+// bindCell always starts from the lowest level, i.e., leaf-level cells.
+func bindCell(pc *PhysicalCell, vc *VirtualCell) {
+	for vc.GetPhysicalCell() == nil {
+		pc.SetVirtualCell(vc)
+		vc.SetPhysicalCell(pc)
+		klog.Infof("Virtual cell %v is bound to physical cell %v", vc.GetAddress(), pc.GetAddress())
+		if vc.GetParent() == nil {
+			break
+		}
+		vc = vc.GetParent().(*VirtualCell)
+		pc = pc.GetParent().(*PhysicalCell)
+	}
+}
+
+// unbindCell unbinds a virtual cell with a physical cell and its parent recursively.
+// unbindCell always starts from the lowest level, i.e., leaf-level cells.
+func unbindCell(c *PhysicalCell) {
+	boundVirtual := c.GetVirtualCell()
+	for !boundVirtual.GetPhysicalCell().IsPinned() {
+		boundPhysical := boundVirtual.GetPhysicalCell()
+		klog.Infof("Virtual cell %v is unbound from physical cell %v",
+			boundVirtual.GetAddress(), boundPhysical.GetAddress())
+		boundVirtual.SetPhysicalCell(nil)
+		boundPhysical.SetVirtualCell(nil)
+		if boundVirtual.GetParent() == nil {
+			return
+		} else {
+			for _, cc := range boundVirtual.GetParent().GetChildren() {
+				if child := cc.(*VirtualCell); child.GetPhysicalCell() != nil {
+					return
+				}
+			}
+			boundVirtual = boundVirtual.GetParent().(*VirtualCell)
+		}
+	}
+}
+
+// setCellPriority sets priority for a cell and its parent recursively, guaranteeing that
+// the priority of a cell is the max of those of its children.
+// setCellPriority always starts from the lowest level, i.e., leaf-level cells.
+func setCellPriority(c Cell, p CellPriority) {
+	originalPriority := c.GetPriority()
+	c.SetPriority(p)
+	if parent := c.GetParent(); parent != nil {
+		if p > parent.GetPriority() {
+			setCellPriority(parent, p)
+		} else if originalPriority == parent.GetPriority() && p < originalPriority {
+			maxBuddyPriority := freePriority
+			for _, buddy := range parent.GetChildren() {
+				if buddy.GetPriority() > maxBuddyPriority {
+					maxBuddyPriority = buddy.GetPriority()
+				}
+			}
+			setCellPriority(parent, maxBuddyPriority)
+		}
+	}
+}
+
+// updateUsedLeafCellNumAtPriority updates the number of used leaf cells at a priority for a cell
+// and its parent recursively.
+func updateUsedLeafCellNumAtPriority(c Cell, p CellPriority, increase bool) {
+	for c != nil {
+		delta := int32(-1)
+		if increase {
+			delta = 1
+		}
+		c.IncreaseUsedLeafCellNumAtPriority(p, delta)
+		c = c.GetParent()
+	}
+}
diff --git a/src/hivedscheduler/src/pkg/algorithm/config.go b/src/hivedscheduler/src/pkg/algorithm/config.go
new file mode 100644
index 00000000..ba62f825
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/config.go
@@ -0,0 +1,477 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+)
+
+// internal wrapper for spec cellTypes
+type cellChainElement struct {
+	cellType       api.CellType // current cell type
+	level          CellLevel    // current cell level, leaf cell is 1
+	childCellType  api.CellType // child cell type
+	childNumber    int32        // child number
+	hasNode        bool         // current cell type is a node or above cell
+	isMultiNodes   bool         // current cell type is a multiple node cell
+	leafCellType   string       // current cell leaf cell type
+	leafCellNumber int32        // how many leaf cell in current cell
+}
+
+type cellTypeConstructor struct {
+	// input: raw spec from config
+	cellTypeSpecs map[api.CellType]api.CellTypeSpec
+	// output: converted wrapper
+	cellChainElements map[api.CellType]*cellChainElement
+}
+
+func newCellTypeConstructor(cellTypes map[api.CellType]api.CellTypeSpec) *cellTypeConstructor {
+	return &cellTypeConstructor{
+		cellTypeSpecs:     cellTypes,
+		cellChainElements: map[api.CellType]*cellChainElement{},
+	}
+}
+
+func (c *cellTypeConstructor) addCellChain(ct api.CellType) {
+	_, ok := c.cellChainElements[ct]
+	if ok {
+		// already added
+		return
+	}
+
+	ctSpec, ok := c.cellTypeSpecs[ct]
+	if !ok {
+		// not found in raw spec, it's leaf cell
+		c.cellChainElements[ct] = &cellChainElement{
+			cellType:       ct,
+			level:          lowestLevel,
+			childCellType:  "",
+			childNumber:    0,
+			hasNode:        false,
+			isMultiNodes:   false,
+			leafCellType:   string(ct),
+			leafCellNumber: 1,
+		}
+		return
+	}
+
+	// recursively add children
+	child := ctSpec.ChildCellType
+	if _, ok := c.cellChainElements[child]; !ok {
+		c.addCellChain(child)
+	}
+
+	// child cell type has been added, added current element,
+	cct := c.cellChainElements[child]
+	c.cellChainElements[ct] = &cellChainElement{
+		cellType:       ct,
+		level:          cct.level + 1,
+		childCellType:  cct.cellType,
+		childNumber:    ctSpec.ChildCellNumber,
+		hasNode:        cct.hasNode || ctSpec.IsNodeLevel,
+		isMultiNodes:   cct.hasNode,
+		leafCellType:   cct.leafCellType,
+		leafCellNumber: cct.leafCellNumber * ctSpec.ChildCellNumber,
+	}
+	return
+}
+
+func (c *cellTypeConstructor) buildCellChains() map[api.CellType]*cellChainElement {
+	for p := range c.cellTypeSpecs {
+		c.addCellChain(p)
+	}
+	return c.cellChainElements
+}
+
+type physicalCellConstructor struct {
+	// input
+	cellChainElements map[api.CellType]*cellChainElement
+	cellChainSpecs    []api.PhysicalCellSpec
+	// output
+	fullCellList map[CellChain]ChainCellList
+	freeCellList map[CellChain]ChainCellList
+	pinnedCells  map[api.PinnedCellId]*PhysicalCell
+	// internal status
+	buildingChain CellChain            // current building chain, it is the top cell type in physicalCells
+	buildingSpec  api.PhysicalCellSpec // current building spec instance
+}
+
+func newPhysicalCellConstructor(
+	cellChainElements map[api.CellType]*cellChainElement,
+	cellChainSpecs []api.PhysicalCellSpec) *physicalCellConstructor {
+
+	return &physicalCellConstructor{
+		cellChainElements: cellChainElements,
+		cellChainSpecs:    cellChainSpecs,
+		fullCellList:      map[CellChain]ChainCellList{},
+		freeCellList:      map[CellChain]ChainCellList{},
+		pinnedCells:       map[api.PinnedCellId]*PhysicalCell{},
+	}
+}
+
+func (c *physicalCellConstructor) updateInternalStatus(buildingChain CellChain, buildingSpec api.PhysicalCellSpec) {
+	c.buildingChain = buildingChain
+	c.buildingSpec = buildingSpec
+}
+
+func (c *physicalCellConstructor) buildChildCell(
+	spec api.PhysicalCellSpec,
+	ct api.CellType,
+	currentNode string) *PhysicalCell {
+
+	ce := c.cellChainElements[ct]
+	splitAddress := strings.Split(string(spec.CellAddress), "/")
+	if ce.hasNode && !ce.isMultiNodes {
+		// node-level cell pass address to children as node
+		currentNode = splitAddress[len(splitAddress)-1]
+	}
+	cellInstance := c.addCell(c.buildingChain, ce, spec.PinnedCellId, spec.CellAddress)
+	if ce.level == 1 {
+		cellInstance.SetPhysicalResources(
+			[]string{currentNode}, []int32{common.StringToInt32(splitAddress[len(splitAddress)-1])})
+		return cellInstance
+	}
+	var currentCellNodes []string
+	var currentCellLeafCellIndices []int32
+	var currentCellChildren CellList
+	for _, childSpec := range spec.CellChildren {
+		childCellInstance := c.buildChildCell(childSpec, ce.childCellType, currentNode)
+		childCellInstance.SetParent(cellInstance)
+		currentCellChildren = append(currentCellChildren, childCellInstance)
+		if ce.isMultiNodes {
+			// super-node cell merge child nodes
+			currentCellNodes = append(currentCellNodes, childCellInstance.nodes...)
+		} else {
+			// sub-node cell merge child node leaf cell indices
+			currentCellLeafCellIndices = append(currentCellLeafCellIndices, childCellInstance.leafCellIndices...)
+		}
+	}
+	// update current cell children and resource
+	cellInstance.SetChildren(currentCellChildren)
+	if ce.isMultiNodes {
+		currentCellLeafCellIndices = []int32{-1}
+	} else {
+		currentCellNodes = []string{currentNode}
+	}
+	cellInstance.SetPhysicalResources(currentCellNodes, currentCellLeafCellIndices)
+
+	return cellInstance
+}
+
+func (c *physicalCellConstructor) addCell(
+	chain CellChain,
+	ce *cellChainElement,
+	pid api.PinnedCellId,
+	address api.CellAddress) *PhysicalCell {
+
+	cellInstance := NewPhysicalCell(
+		c.buildingChain, ce.level, ce.hasNode, ce.leafCellNumber, ce.cellType, address, ce.hasNode && !ce.isMultiNodes)
+	if _, ok := c.fullCellList[chain]; !ok {
+		c.fullCellList[chain] = ChainCellList{}
+	}
+	c.fullCellList[chain][ce.level] = append(c.fullCellList[chain][ce.level], cellInstance)
+	// record and mark pinned cell
+	if pid != "" {
+		c.pinnedCells[pid] = cellInstance
+		cellInstance.SetPinned(true)
+	}
+	return cellInstance
+}
+
+func (c *physicalCellConstructor) buildFullTree() *PhysicalCell {
+	cc := c.buildingChain
+	ce, ok := c.cellChainElements[api.CellType(cc)]
+	if !ok {
+		panic(fmt.Sprintf("cellType %v in PhysicalCells is not found in cell types definition", cc))
+	}
+	if !ce.hasNode {
+		panic(fmt.Sprintf("top cell must be node-level or above: %v", cc))
+	}
+	cellInstance := c.buildChildCell(c.buildingSpec, api.CellType(cc), "")
+	// set leaf cell type only for top-level cells (as a chain shares the same leaf cell type)
+	cellInstance.GetAPIStatus().LeafCellType = ce.leafCellType
+	return cellInstance
+}
+
+func (c *physicalCellConstructor) build() (
+	map[CellChain]ChainCellList,
+	map[CellChain]ChainCellList,
+	map[api.PinnedCellId]*PhysicalCell) {
+
+	for _, spec := range c.cellChainSpecs {
+		c.updateInternalStatus(CellChain(spec.CellType), spec)
+		rootCell := c.buildFullTree()
+		if _, ok := c.freeCellList[rootCell.chain]; !ok {
+			c.freeCellList[rootCell.chain] = NewChainCellList(rootCell.level)
+		}
+		c.freeCellList[rootCell.chain][rootCell.level] = append(
+			c.freeCellList[rootCell.chain][rootCell.level], rootCell)
+	}
+	return c.fullCellList, c.freeCellList, c.pinnedCells
+}
+
+type virtualCellConstructor struct {
+	// input
+	cellChainElements     map[api.CellType]*cellChainElement
+	specs                 map[api.VirtualClusterName]api.VirtualClusterSpec
+	rawPinnedPhysicalList map[api.PinnedCellId]*PhysicalCell // pid:physicalCell
+	// output
+	vcFreeCellNum      map[api.VirtualClusterName]map[CellChain]map[CellLevel]int32  // vc:cellChain:cellLevel:numCells
+	nonPinnedFullList  map[api.VirtualClusterName]map[CellChain]ChainCellList        // vc:cellChain:cellLevel:virtualCells
+	nonPinnedFreeList  map[api.VirtualClusterName]map[CellChain]ChainCellList        // vc:cellChain:cellLevel:virtualCells
+	pinnedList         map[api.VirtualClusterName]map[api.PinnedCellId]ChainCellList // vc:pid:cellLevel:virtualCells
+	pinnedPhysicalList map[api.VirtualClusterName]map[api.PinnedCellId]*PhysicalCell // vc:pid:physicalCell
+	// internal status
+	buildingVc    api.VirtualClusterName // current building vc
+	buildingChain CellChain              // current building chain, it's a in a.b.c
+	buildingChild api.CellType           // current building child, it's c in a.b.c
+	buildingRoot  *VirtualCell           // current building root cell, it's instance of c in a.b.c
+	buildingPId   api.PinnedCellId       // current building pinned cell
+}
+
+func newVirtualCellConstructor(
+	cellChains map[api.CellType]*cellChainElement,
+	specs map[api.VirtualClusterName]api.VirtualClusterSpec,
+	pinnedCells map[api.PinnedCellId]*PhysicalCell) *virtualCellConstructor {
+
+	return &virtualCellConstructor{
+		cellChainElements:     cellChains,
+		specs:                 specs,
+		rawPinnedPhysicalList: pinnedCells,
+		vcFreeCellNum:         map[api.VirtualClusterName]map[CellChain]map[CellLevel]int32{},
+		nonPinnedFullList:     map[api.VirtualClusterName]map[CellChain]ChainCellList{},
+		nonPinnedFreeList:     map[api.VirtualClusterName]map[CellChain]ChainCellList{},
+		pinnedList:            map[api.VirtualClusterName]map[api.PinnedCellId]ChainCellList{},
+		pinnedPhysicalList:    map[api.VirtualClusterName]map[api.PinnedCellId]*PhysicalCell{},
+	}
+}
+
+func (c *virtualCellConstructor) updateInternalStatus(buildingVc api.VirtualClusterName, buildingChain CellChain,
+	buildingChild api.CellType, buildingRoot *VirtualCell, buildingPinnedCell api.PinnedCellId) {
+	c.buildingVc = buildingVc
+	c.buildingChain = buildingChain
+	c.buildingChild = buildingChild
+	c.buildingRoot = buildingRoot
+	c.buildingPId = buildingPinnedCell
+}
+
+func (c *virtualCellConstructor) addCell(
+	chain CellChain,
+	vc api.VirtualClusterName,
+	ce *cellChainElement,
+	address api.CellAddress) *VirtualCell {
+
+	cellInstance := NewVirtualCell(
+		vc,
+		c.buildingChain,
+		ce.level,
+		ce.hasNode,
+		ce.leafCellNumber,
+		nil,
+		ce.cellType,
+		address,
+		ce.hasNode && !ce.isMultiNodes)
+	if c.buildingPId == "" {
+		if _, ok := c.nonPinnedFullList[vc][chain]; !ok {
+			c.nonPinnedFullList[vc][chain] = ChainCellList{}
+		}
+		c.nonPinnedFullList[vc][chain][ce.level] = append(
+			c.nonPinnedFullList[vc][chain][ce.level], cellInstance)
+	} else {
+		pid := c.buildingPId
+		if _, ok := c.pinnedList[vc][pid]; !ok {
+			c.pinnedList[vc][pid] = ChainCellList{}
+		}
+		c.pinnedList[vc][pid][ce.level] = append(
+			c.pinnedList[vc][pid][ce.level], cellInstance)
+	}
+	if c.buildingRoot == nil {
+		c.buildingRoot = cellInstance
+	}
+	cellInstance.SetPreAssignedCell(c.buildingRoot)
+	return cellInstance
+}
+
+func (c *virtualCellConstructor) buildChildCell(ct api.CellType, address api.CellAddress) *VirtualCell {
+	ce := c.cellChainElements[ct]
+	cellInstance := c.addCell(c.buildingChain, c.buildingVc, ce, address)
+	if ce.level == 1 {
+		return cellInstance
+	}
+	var currentCellChildren CellList
+	splitAddress := strings.Split(string(address), "/")
+	var offset int32
+	if len(splitAddress) == 2 {
+		offset = 0 // offset starts from 0 for each preassigned cell in a VC
+	} else {
+		offset = common.StringToInt32(splitAddress[len(splitAddress)-1]) * ce.childNumber
+	}
+	for i := int32(0); i < ce.childNumber; i++ {
+		childCellInstance := c.buildChildCell(ce.childCellType,
+			api.CellAddress(fmt.Sprintf("%v/%v", address, offset+i)))
+		childCellInstance.SetParent(cellInstance)
+		currentCellChildren = append(currentCellChildren, childCellInstance)
+	}
+	cellInstance.SetChildren(currentCellChildren)
+	return cellInstance
+}
+
+func (c *virtualCellConstructor) buildFullTree(address api.CellAddress) *VirtualCell {
+	ce, ok := c.cellChainElements[c.buildingChild]
+	if !ok {
+		panic(fmt.Sprintf("cellType %v in VirtualCells is not found in cell types definition", c.buildingChild))
+	}
+	cellInstance := c.buildChildCell(c.buildingChild, address)
+	// set leaf cell type only for top-level cells (as a chain shares the same leaf cell type)
+	cellInstance.GetAPIStatus().LeafCellType = ce.leafCellType
+	return cellInstance
+}
+
+func (c *virtualCellConstructor) build() (
+	map[api.VirtualClusterName]map[CellChain]map[CellLevel]int32,
+	map[api.VirtualClusterName]map[CellChain]ChainCellList,
+	map[api.VirtualClusterName]map[CellChain]ChainCellList,
+	map[api.VirtualClusterName]map[api.PinnedCellId]ChainCellList,
+	map[api.VirtualClusterName]map[api.PinnedCellId]*PhysicalCell) {
+
+	for vc, spec := range c.specs {
+		c.vcFreeCellNum[vc] = map[CellChain]map[CellLevel]int32{}
+		c.nonPinnedFullList[vc] = map[CellChain]ChainCellList{}
+		c.nonPinnedFreeList[vc] = map[CellChain]ChainCellList{}
+		c.pinnedList[vc] = map[api.PinnedCellId]ChainCellList{}
+		c.pinnedPhysicalList[vc] = map[api.PinnedCellId]*PhysicalCell{}
+
+		numCells := int32(0)
+		for _, virtualCell := range spec.VirtualCells {
+			sl := strings.Split(string(virtualCell.CellType), ".")
+			chain := CellChain(sl[0])
+			rootType := api.CellType(sl[len(sl)-1])
+			rootLevel := c.cellChainElements[rootType].level
+			if _, ok := c.vcFreeCellNum[vc][chain]; !ok {
+				c.vcFreeCellNum[vc][chain] = map[CellLevel]int32{}
+			}
+			c.vcFreeCellNum[vc][chain][rootLevel] += virtualCell.CellNumber
+			for i := int32(0); i < virtualCell.CellNumber; i++ {
+				c.updateInternalStatus(vc, CellChain(sl[0]), rootType, nil, "")
+				rootCell := c.buildFullTree(api.CellAddress(fmt.Sprintf("%v/%v", vc, numCells)))
+				if _, ok := c.nonPinnedFreeList[vc][rootCell.chain]; !ok {
+					c.nonPinnedFreeList[vc][rootCell.chain] = ChainCellList{}
+				}
+				c.nonPinnedFreeList[vc][rootCell.chain][rootCell.level] = append(
+					c.nonPinnedFreeList[vc][rootCell.chain][rootCell.level], rootCell)
+				numCells++
+			}
+		}
+
+		for _, pinnedCell := range spec.PinnedCells {
+			pid := pinnedCell.PinnedCellId
+			pc, ok := c.rawPinnedPhysicalList[pid]
+			if !ok {
+				panic(fmt.Sprintf("pinned cell not found in physicalCells: VC: %v, ID: %v", vc, pid))
+			}
+			c.pinnedPhysicalList[vc][pid] = pc
+			// get cellType by pinnedCellId
+			buildingChild := api.CellType(pc.chain)
+			for c.cellChainElements[buildingChild].level > pc.level {
+				buildingChild = c.cellChainElements[buildingChild].childCellType
+			}
+
+			if _, ok := c.vcFreeCellNum[vc][pc.chain]; !ok {
+				c.vcFreeCellNum[vc][pc.chain] = map[CellLevel]int32{}
+			}
+			c.vcFreeCellNum[vc][pc.chain][pc.level]++
+			c.updateInternalStatus(vc, pc.chain, buildingChild, nil, pid)
+			c.buildFullTree(api.CellAddress(fmt.Sprintf("%v/%v", vc, numCells)))
+			numCells++
+		}
+	}
+	return c.vcFreeCellNum, c.nonPinnedFullList, c.nonPinnedFreeList, c.pinnedList, c.pinnedPhysicalList
+}
+
+func parseCellChainInfo(
+	cellChainElements map[api.CellType]*cellChainElement,
+	chains []CellChain) (
+	map[CellChain]map[CellLevel]int32,
+	map[CellChain]map[CellLevel]api.CellType,
+	map[string][]CellChain) {
+
+	cellLevelToLeafCellNum := map[CellChain]map[CellLevel]int32{}
+	cellLevelToType := map[CellChain]map[CellLevel]api.CellType{}
+	leafCellTypeToChain := map[string][]CellChain{}
+	for _, chain := range chains {
+		ce := cellChainElements[api.CellType(chain)]
+		leafCellTypeToChain[ce.leafCellType] = append(leafCellTypeToChain[ce.leafCellType], chain)
+
+		cellLevelToLeafCellNum[chain] = map[CellLevel]int32{}
+		cellLevelToType[chain] = map[CellLevel]api.CellType{}
+		ce, ok := cellChainElements[api.CellType(chain)]
+		for ok {
+			cellLevelToLeafCellNum[chain][ce.level] = ce.leafCellNumber
+			cellLevelToType[chain][ce.level] = ce.cellType
+			ce, ok = cellChainElements[ce.childCellType]
+		}
+	}
+	return cellLevelToLeafCellNum, cellLevelToType, leafCellTypeToChain
+
+}
+
+func ParseConfig(sConfig *api.Config) (
+	physicalFullList map[CellChain]ChainCellList, // chain:level:[]physicalCell
+	physicalFreeList map[CellChain]ChainCellList, // chain:level:[]physicalCell
+	vcFreeCellNum map[api.VirtualClusterName]map[CellChain]map[CellLevel]int32, // vc:chain:level:numCells
+	virtualNonPinnedFullList map[api.VirtualClusterName]map[CellChain]ChainCellList, // vc:chain:level:[]virtualCell
+	virtualNonPinnedFreeList map[api.VirtualClusterName]map[CellChain]ChainCellList, // vc:chain:level:[]virtualCell
+	virtualPinnedCells map[api.VirtualClusterName]map[api.PinnedCellId]ChainCellList, // vc:pinnedCellId:level:[]virtualCell
+	physicalPinnedCells map[api.VirtualClusterName]map[api.PinnedCellId]*PhysicalCell, // vc:pinnedCellId:PhysicalCell
+	cellLevelToLeafCellNum map[CellChain]map[CellLevel]int32, // chain:level:leafCellNumber
+	leafCellTypeToChain map[string][]CellChain, // leafCellType:[]chain
+	cellLevelToType map[CellChain]map[CellLevel]api.CellType, // chain:level:cellType
+) {
+
+	cellTypes := sConfig.PhysicalCluster.CellTypes
+	cellChainElements := newCellTypeConstructor(cellTypes).buildCellChains()
+
+	physicalSpecs := sConfig.PhysicalCluster.PhysicalCells
+	// physicalFullList is a full cell list containing ALL cells in the physical cluster,
+	// i.e., including both the top-level cells and also their children at the lower levels.
+	// On the contrary, physicalFreeList only contains the free cells (i.e., the top-level ones).
+	// This difference also exists in the virtual cell lists below.
+	physicalFullList, physicalFreeList, rawPinnedPhysicalList :=
+		newPhysicalCellConstructor(cellChainElements, physicalSpecs).build()
+
+	virtualSpecs := sConfig.VirtualClusters
+	vcFreeCellNum, virtualNonPinnedFullList, virtualNonPinnedFreeList, virtualPinnedCells, physicalPinnedCells =
+		newVirtualCellConstructor(cellChainElements, *virtualSpecs, rawPinnedPhysicalList).build()
+
+	cellChains := make([]CellChain, 0, len(physicalFullList))
+	for k := range physicalFullList {
+		cellChains = append(cellChains, k)
+	}
+	cellLevelToLeafCellNum, cellLevelToType, leafCellTypeToChain = parseCellChainInfo(cellChainElements, cellChains)
+
+	return
+}
diff --git a/src/hivedscheduler/src/pkg/algorithm/constants.go b/src/hivedscheduler/src/pkg/algorithm/constants.go
new file mode 100644
index 00000000..328462e7
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/constants.go
@@ -0,0 +1,72 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"math"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+)
+
+const (
+	// internal cell priorities
+	maxGuaranteedPriority = CellPriority(api.MaxGuaranteedPriority)
+	minGuaranteedPriority = CellPriority(api.MinGuaranteedPriority)
+	opportunisticPriority = CellPriority(api.OpportunisticPriority)
+	freePriority          = opportunisticPriority - 1
+
+	// lowest and highest levels in a cell chain
+	lowestLevel  CellLevel = 1
+	highestLevel CellLevel = math.MaxInt32
+
+	// internal cell states
+
+	// No affinity group is using, reserving, or has reserved the cell.
+	// A Free cell's priority must be freePriority.
+	// Note that a Free cell may also have binding (e.g., when it is a doomed bad cell),
+	// and we should not use such Free cell for cell binding.
+	cellFree CellState = "Free"
+	// An affinity group is using this cell, and no other group is reserving or has reserved it.
+	// A Used cell's priority is that of the group using the cell.
+	cellUsed CellState = "Used"
+	// An affinity group is using this cell, and another group is reserving it.
+	// A Reserving cell's priority is that of the group reserving it. This means the scheduling algorithm
+	// will respect the reserving group, i.e., a group with a non-higher priority cannot get this cell.
+	cellReserving CellState = "Reserving"
+	// No affinity group is using this cell, and a group has reserved it.
+	// A Reserved cell's priority is that of the group that reserved it. This means the scheduling algorithm
+	// will respect the group that reserved the cell, i.e., a group with a non-higher priority cannot get this cell.
+	cellReserved CellState = "Reserved"
+
+	// internal affinity group states
+
+	// The affinity group has been allocated cells.
+	// All cells in the group must be in Used state.
+	groupAllocated AffinityGroupState = "Allocated"
+	// The affinity group is preempting other groups to get free resource.
+	// Cells in the group must be in either Reserving or Reserved states.
+	groupPreempting AffinityGroupState = "Preempting"
+	// The affinity group is being preempted by some other groups.
+	// Cells in the group must be in either Used or Reserving states.
+	groupBeingPreempted AffinityGroupState = "BeingPreempted"
+)
diff --git a/src/hivedscheduler/src/pkg/algorithm/hived_algorithm.go b/src/hivedscheduler/src/pkg/algorithm/hived_algorithm.go
new file mode 100644
index 00000000..3b618579
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/hived_algorithm.go
@@ -0,0 +1,1648 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+	"strings"
+	"sync"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"github.com/microsoft/hivedscheduler/pkg/internal"
+	core "k8s.io/api/core/v1"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/klog"
+)
+
+// HivedAlgorithm implements an internal.SchedulerAlgorithm. It schedules affinity groups using the algorithm of HiveD.
+// Note that the topologyAwareScheduler used in this struct is not another implementation of SchedulerAlgorithm;
+// that is a specific algorithm for pod placement, used in intra-VC scheduling and opportunistic pod scheduling.
+type HivedAlgorithm struct {
+	// scheduler in each VC
+	vcSchedulers map[api.VirtualClusterName]intraVCScheduler
+	// scheduler for opportunistic pods
+	opportunisticSchedulers map[CellChain]*topologyAwareScheduler
+	// ChainCellLists of physical cells of each cell chain (including the children of the free cells)
+	fullCellList map[CellChain]ChainCellList
+	// ChainCellLists of free physical cells of each cell chain (used in buddy alloc)
+	freeCellList map[CellChain]ChainCellList
+	// all affinity groups that have been allocated or are preempting other groups
+	affinityGroups map[string]*AlgoAffinityGroup
+
+	// vcFreeCellNum, allVCFreeCellNum, and totalLeftCellNum are used to track cell usage of the VCs.
+	// Note that these numbers count both healthy and bad cells.
+
+	// number of free preassigned cells of each VC of each cell type
+	vcFreeCellNum map[api.VirtualClusterName]map[CellChain]map[CellLevel]int32
+	// total number of preassigned free cells in all the VCs of each cell type
+	allVCFreeCellNum map[CellChain]map[CellLevel]int32
+	// Number of cells left in the physical cluster of each cell type
+	// (the cell is either in the free list or could be obtained by splitting an ancestor that is in the free list).
+	// For example, we have a level-2 cell in the free list (which can be split into 2 level-1 cells).
+	// Then the left cell numbers will be level-2: 1, level-1: 2.
+	totalLeftCellNum map[CellChain]map[CellLevel]int32
+
+	// badFreeCells, vcDoomedBadCells, and allVCDoomedBadCellNum are used to track bad cells.
+	// Note that a cell is bad if ANY of its children is bad; so a cell may also contain healthy children.
+
+	// A preassigned cell in a VC is "doomed to be bad" when the healthy free cells in the physical cluster
+	// is fewer than the VC's free cells (thus certain free cells in the VC will be inevitably bound
+	// to bad physical cells at this moment despite the dynamic cell binding).
+	// Therefore, we should try to bind/unbind doomed bad cells whenever totalLeftCellNum, badFreeCells,
+	// and vcFreeCellNum change.
+
+	// Marking doomed bad cells can help the intra-VC scheduler avoid finding placements that will
+	// be inevitably mapped to bad physical nodes. Status of doomed bad cells can also be exposed
+	// to users, so that users can know if their VCs have bad nodes currently.
+
+	// bad free cells in the physical cluster of each cell type (same definition of "free" as above)
+	badFreeCells map[CellChain]ChainCellList
+	// free cells in each VC that are doomed to be bad
+	vcDoomedBadCells map[api.VirtualClusterName]map[CellChain]ChainCellList
+	// number of doomed bad cells in all the VCs of each cell type
+	allVCDoomedBadCellNum map[CellChain]map[CellLevel]int32
+	// Besides bad nodes, we also avoid using nodes not suggested by K8s (configured in
+	// ignoreK8sSuggestedNodes of an affinity group).
+	// But note that we do NOT mark virtual cells as "doomed to be bound to non-suggested nodes"
+	// (like what we do for "doomed to be bound to bad cells"),
+	// because suggested nodes are not stable: they are provided by K8s during scheduling *each pod*,
+	// and may change across different pods. The consequence is that, even if ignoreK8sSuggestedNodes is false
+	// for an affinity group, the intra-VC scheduler may choose some placements that
+	// cannot be mapped to a physical placement fully within the suggested nodes.
+	// TODO: introduce randomization in intra-VC scheduling to avoid always choosing the same placement
+	// that cannot be mapped to suggested nodes
+
+	// bad nodes in the physical cluster
+	badNodes common.Set
+	// map each leaf cell type to all chains that contain this type
+	cellChains map[string][]CellChain
+	// map each level in a chain to the specific cell type name
+	cellTypes map[CellChain]map[CellLevel]api.CellType
+	// cluster status exposed to external
+	apiClusterStatus api.ClusterStatus
+	// lock
+	algorithmLock sync.RWMutex
+}
+
+// NewHivedAlgorithm initializes a HivedAlgorithm from the config file.
+func NewHivedAlgorithm(sConfig *api.Config) *HivedAlgorithm {
+	fullPcl, freePcl, vcFreeCellNum, nonPinnedFullVcl, nonPinnedFreeVcl, pinnedVcl, pinnedPcl,
+		leafCellNums, chains, cellTypes := ParseConfig(sConfig)
+
+	h := &HivedAlgorithm{
+		vcSchedulers:            map[api.VirtualClusterName]intraVCScheduler{},
+		opportunisticSchedulers: map[CellChain]*topologyAwareScheduler{},
+		fullCellList:            fullPcl,
+		freeCellList:            freePcl,
+		vcFreeCellNum:           vcFreeCellNum,
+		allVCFreeCellNum:        map[CellChain]map[CellLevel]int32{},
+		totalLeftCellNum:        map[CellChain]map[CellLevel]int32{},
+		badFreeCells:            map[CellChain]ChainCellList{},
+		vcDoomedBadCells:        map[api.VirtualClusterName]map[CellChain]ChainCellList{},
+		allVCDoomedBadCellNum:   map[CellChain]map[CellLevel]int32{},
+		badNodes:                common.NewSet(),
+		cellChains:              chains,
+		cellTypes:               cellTypes,
+		affinityGroups:          map[string]*AlgoAffinityGroup{},
+		apiClusterStatus: api.ClusterStatus{
+			PhysicalCluster: api.PhysicalClusterStatus{},
+			VirtualClusters: map[api.VirtualClusterName]api.VirtualClusterStatus{},
+		},
+	}
+	for vcName := range nonPinnedFullVcl {
+		// TODO: Support per-VC configurable intra VC scheduling algo.
+		h.vcSchedulers[vcName] = newDefaultIntraVCScheduler(
+			nonPinnedFullVcl[vcName], nonPinnedFreeVcl[vcName], pinnedVcl[vcName], leafCellNums)
+	}
+	for chain, ccl := range h.fullCellList {
+		h.opportunisticSchedulers[chain] = NewTopologyAwareScheduler(ccl, leafCellNums[chain], false)
+	}
+	h.initCellNums()
+	h.initAPIClusterStatus()
+	h.initPinnedCells(pinnedPcl)
+	h.initBadNodes()
+	return h
+}
+
+func (h *HivedAlgorithm) AddNode(node *core.Node) {
+	h.algorithmLock.Lock()
+	defer h.algorithmLock.Unlock()
+
+	if !internal.IsNodeHealthy(node) {
+		// adding a bad node
+		h.setBadNode(node.Name)
+	} else {
+		// possibly a bad node comes back again
+		h.setHealthyNode(node.Name)
+	}
+}
+
+func (h *HivedAlgorithm) UpdateNode(oldNode, newNode *core.Node) {
+	h.algorithmLock.Lock()
+	defer h.algorithmLock.Unlock()
+
+	if oldHealthy := internal.IsNodeHealthy(oldNode); oldHealthy != internal.IsNodeHealthy(newNode) {
+		if oldHealthy {
+			h.setBadNode(newNode.Name)
+		} else {
+			h.setHealthyNode(newNode.Name)
+		}
+	}
+}
+
+func (h *HivedAlgorithm) DeleteNode(node *core.Node) {
+	h.algorithmLock.Lock()
+	defer h.algorithmLock.Unlock()
+
+	h.setBadNode(node.Name)
+}
+
+func (h *HivedAlgorithm) Schedule(
+	pod *core.Pod,
+	suggestedNodes []string,
+	phase internal.SchedulingPhase) internal.PodScheduleResult {
+
+	h.algorithmLock.Lock()
+	defer h.algorithmLock.Unlock()
+
+	klog.Infof("[%v]: Scheduling pod in %v phase...", internal.Key(pod), phase)
+	s := internal.ExtractPodSchedulingSpec(pod)
+	suggestedNodeSet := common.NewSet()
+	for _, n := range suggestedNodes {
+		suggestedNodeSet.Add(n)
+	}
+	var (
+		groupPhysicalPlacement groupPhysicalPlacement // leaf cell number -> a set of pods -> a set of leaf cells of each pod
+		groupVirtualPlacement  groupVirtualPlacement  // leaf cell number -> a set of pods -> a set of leaf cells of each pod
+		preemptionVictims      map[string]common.Set  // node -> pods
+		waitReason             string
+		podIndex               int32 // index of current pod among those of the same leaf cell number in the group, 0 by default
+	)
+
+	if g := h.affinityGroups[s.AffinityGroup.Name]; g != nil {
+		groupPhysicalPlacement, groupVirtualPlacement, preemptionVictims, podIndex =
+			h.schedulePodFromExistingGroup(g, s, suggestedNodeSet, phase, pod)
+	}
+	// we need to re-evaluate the existence of the group here (instead of an "else") because it is
+	// possible that the group was a preempting group and deleted in h.schedulePodFromExistingGroup
+	if h.affinityGroups[s.AffinityGroup.Name] == nil {
+		groupPhysicalPlacement, groupVirtualPlacement, preemptionVictims, waitReason =
+			h.schedulePodFromNewGroup(s, suggestedNodeSet, phase, pod)
+	}
+	return generatePodScheduleResult(
+		groupPhysicalPlacement,
+		groupVirtualPlacement,
+		preemptionVictims,
+		waitReason,
+		h.cellTypes,
+		s.LeafCellNumber,
+		podIndex,
+		h.affinityGroups[s.AffinityGroup.Name],
+		s.AffinityGroup.Name,
+		suggestedNodeSet,
+		pod)
+}
+
+func (h *HivedAlgorithm) AddUnallocatedPod(*core.Pod) {
+}
+
+func (h *HivedAlgorithm) DeleteUnallocatedPod(pod *core.Pod) {
+	h.algorithmLock.Lock()
+	defer h.algorithmLock.Unlock()
+
+	s := internal.ExtractPodSchedulingSpec(pod)
+	if g := h.affinityGroups[s.AffinityGroup.Name]; g != nil && g.state == groupPreempting {
+		if g.preemptingPods[pod.UID] != nil {
+			klog.Infof("[%v]: Deleting preempting pod from affinity group %v...", internal.Key(pod), g.name)
+			delete(g.preemptingPods, pod.UID)
+		}
+		if len(g.preemptingPods) == 0 {
+			klog.Infof("[%v]: Canceling affinity group %v's preemption because its pods are all deleted",
+				internal.Key(pod), g.name)
+			h.deletePreemptingAffinityGroup(g, pod)
+		}
+	}
+}
+
+func (h *HivedAlgorithm) AddAllocatedPod(pod *core.Pod) {
+	h.algorithmLock.Lock()
+	defer h.algorithmLock.Unlock()
+
+	s := internal.ExtractPodSchedulingSpec(pod)
+	info := internal.ExtractPodBindInfo(pod)
+	klog.Infof("[%v]: Adding allocated pod to affinity group %v...", internal.Key(pod), s.AffinityGroup.Name)
+	klog.Infof("[%v]: Adding to node %v, leaf cells %v", internal.Key(pod), info.Node, common.ToJson(info.LeafCellIsolation))
+
+	podIndex := int32(0)
+	if g := h.affinityGroups[s.AffinityGroup.Name]; g != nil {
+		if g.state == groupPreempting {
+			h.allocatePreemptingAffinityGroup(g, pod)
+		}
+		if podIndex = getAllocatedPodIndex(info, s.LeafCellNumber); podIndex == -1 {
+			klog.Errorf("[%v]: Pod placement not found in group %v: node %v, leaf cells %v",
+				internal.Key(pod), s.AffinityGroup.Name, info.Node, info.LeafCellIsolation)
+			return
+		}
+	} else {
+		h.createAllocatedAffinityGroup(s, info, pod)
+	}
+	h.affinityGroups[s.AffinityGroup.Name].allocatedPods[s.LeafCellNumber][podIndex] = pod
+}
+
+func (h *HivedAlgorithm) DeleteAllocatedPod(pod *core.Pod) {
+	h.algorithmLock.Lock()
+	defer h.algorithmLock.Unlock()
+
+	s := internal.ExtractPodSchedulingSpec(pod)
+	info := internal.ExtractPodBindInfo(pod)
+	klog.Infof("[%v]: Deleting allocated pod from affinity group %v...", internal.Key(pod), s.AffinityGroup.Name)
+	klog.Infof("[%v]: Deleting from node %v, leaf cells %v", internal.Key(pod), info.Node, common.ToJson(info.LeafCellIsolation))
+
+	if g := h.affinityGroups[s.AffinityGroup.Name]; g == nil {
+		klog.Errorf("[%v]: Group %v not found when deleting pod", internal.Key(pod), s.AffinityGroup.Name)
+		return
+	} else {
+		if podIndex := getAllocatedPodIndex(info, s.LeafCellNumber); podIndex == -1 {
+			klog.Errorf("[%v]: Pod placement not found in group %v: node %v, leaf cells %v",
+				internal.Key(pod), s.AffinityGroup.Name, info.Node, info.LeafCellIsolation)
+			return
+		} else {
+			g.allocatedPods[s.LeafCellNumber][podIndex] = nil
+		}
+		if allPodsReleased(g.allocatedPods) {
+			h.deleteAllocatedAffinityGroup(g, pod)
+		}
+	}
+}
+
+func (h *HivedAlgorithm) GetAllAffinityGroups() api.AffinityGroupList {
+	h.algorithmLock.RLock()
+	defer h.algorithmLock.RUnlock()
+
+	ags := api.AffinityGroupList{}
+	for _, aag := range h.affinityGroups {
+		ags.Items = append(ags.Items, aag.ToAffinityGroup())
+	}
+
+	return ags
+}
+
+func (h *HivedAlgorithm) GetAffinityGroup(name string) api.AffinityGroup {
+	h.algorithmLock.RLock()
+	defer h.algorithmLock.RUnlock()
+
+	if aag := h.affinityGroups[name]; aag != nil {
+		return aag.ToAffinityGroup()
+	}
+
+	panic(internal.NewBadRequestError(fmt.Sprintf(
+		"Affinity group %v does not exist since it is not allocated or preempting",
+		name)))
+}
+
+func (h *HivedAlgorithm) GetClusterStatus() api.ClusterStatus {
+	h.algorithmLock.RLock()
+	defer h.algorithmLock.RUnlock()
+
+	s := api.ClusterStatus{
+		PhysicalCluster: h.apiClusterStatus.PhysicalCluster.DeepCopy(),
+		VirtualClusters: map[api.VirtualClusterName]api.VirtualClusterStatus{},
+	}
+	for vcn, vcs := range h.apiClusterStatus.VirtualClusters {
+		s.VirtualClusters[vcn] = vcs.DeepCopy()
+	}
+	return s
+}
+
+func (h *HivedAlgorithm) GetPhysicalClusterStatus() api.PhysicalClusterStatus {
+	h.algorithmLock.RLock()
+	defer h.algorithmLock.RUnlock()
+
+	return h.apiClusterStatus.PhysicalCluster.DeepCopy()
+}
+
+func (h *HivedAlgorithm) GetAllVirtualClustersStatus() map[api.VirtualClusterName]api.VirtualClusterStatus {
+	h.algorithmLock.RLock()
+	defer h.algorithmLock.RUnlock()
+
+	allVcs := map[api.VirtualClusterName]api.VirtualClusterStatus{}
+	for vcn, vcs := range h.apiClusterStatus.VirtualClusters {
+		allVcs[vcn] = vcs.DeepCopy()
+	}
+	return allVcs
+}
+
+func (h *HivedAlgorithm) GetVirtualClusterStatus(vcn api.VirtualClusterName) api.VirtualClusterStatus {
+	h.algorithmLock.RLock()
+	defer h.algorithmLock.RUnlock()
+
+	if vcs, ok := h.apiClusterStatus.VirtualClusters[vcn]; ok {
+		return vcs.DeepCopy()
+	}
+	panic(internal.NewBadRequestError(fmt.Sprintf("VC %v not found", vcn)))
+}
+
+// GetClusterStatistics returns the statistics of all virtual clusters in the cluster.
+// It calculates the resources used, guaranteed, and total for each virtual cluster
+// based on the current cluster status.
+func (h *HivedAlgorithm) GetClusterStatistics() map[api.VirtualClusterName]api.ClusterStatistics {
+	h.algorithmLock.RLock()
+	defer h.algorithmLock.RUnlock()
+
+	// TODO: we will copy the statistics from apiClusterStatistics in the future
+	// but for now we calculate the statistics on the fly from the apiClusterStatus
+	// statisticsCopy is a map where the key is the name of the virtual cluster (api.VirtualClusterName)
+	// and the value is the statistics of that virtual cluster (api.ClusterStatistics).
+	statisticsCopy := map[api.VirtualClusterName]api.ClusterStatistics{}
+
+	for vc, vcs := range h.apiClusterStatus.VirtualClusters {
+		resourcesUsed := map[string]int64{}
+		resourcesGuaranteed := map[string]int64{}
+		resourcesTotal := map[string]int64{}
+
+		queue := []struct {
+			leafType        string
+			cellState       api.CellState
+			cellHealthiness api.CellHealthiness
+		}{}
+
+		for _, cell := range vcs {
+			leafCellType := cell.LeafCellType
+
+			var findLeafNodes func(c *api.VirtualCellStatus, cellType string)
+			findLeafNodes = func(c *api.VirtualCellStatus, cellType string) {
+				if len(c.CellChildren) == 0 {
+					// if cellType is empty, we will use the cellType of current cell
+					// and check if the CellAddress is for oppo tasks
+
+					var currentCellType string
+					if cellType == "" {
+						currentCellType = string(c.CellType)
+						if strings.HasSuffix(string(c.CellAddress), "-opp") {
+							currentCellType = currentCellType + "-opp"
+						}
+					} else {
+						currentCellType = cellType
+					}
+
+					queue = append(queue, struct {
+						leafType        string
+						cellState       api.CellState
+						cellHealthiness api.CellHealthiness
+					}{
+						leafType:        currentCellType,
+						cellState:       c.CellState,
+						cellHealthiness: c.CellHealthiness,
+					})
+				} else {
+					for _, child := range c.CellChildren {
+						findLeafNodes(child, c.LeafCellType)
+					}
+				}
+			}
+
+			findLeafNodes(cell, leafCellType)
+		}
+
+		for _, item := range queue {
+			if item.cellHealthiness == api.CellHealthy {
+				if item.cellState == api.CellState(cellUsed) {
+					resourcesUsed[item.leafType]++
+				}
+				resourcesGuaranteed[item.leafType]++
+			}
+			resourcesTotal[item.leafType]++
+		}
+
+		statisticsCopy[vc] = api.ClusterStatistics{
+			ResourcesUsed:       resourcesUsed,
+			ResourcesGuaranteed: resourcesGuaranteed,
+			ResourcesTotal:      resourcesTotal,
+		}
+	}
+
+	return statisticsCopy
+}
+
+// initCellNums initiates the data structures for tracking cell usages and healthiness,
+// i.e., h.allVCFreeCellNum, h.totalLeftCellNum, h.badFreeCells, h.vcDoomedBadCells, and h.allVCDoomedBadCellNum.
+// This method also validates the initial cell assignment to the VCs to make sure that
+// all the assigned cells can be fit into the configured physical cells.
+func (h *HivedAlgorithm) initCellNums() {
+	for vc, vcFreeCellNum := range h.vcFreeCellNum {
+		h.vcDoomedBadCells[vc] = map[CellChain]ChainCellList{}
+		for chain, chainFreeCellNum := range vcFreeCellNum {
+			h.vcDoomedBadCells[vc][chain] = ChainCellList{}
+			if h.allVCFreeCellNum[chain] == nil {
+				h.allVCFreeCellNum[chain] = map[CellLevel]int32{}
+			}
+			for level, levelFreeCellNum := range chainFreeCellNum {
+				h.allVCFreeCellNum[chain][level] += levelFreeCellNum
+			}
+		}
+	}
+	for chain, chainFreeCellNum := range h.allVCFreeCellNum {
+		if ccl := h.fullCellList[chain]; ccl == nil {
+			panic(fmt.Sprintf(
+				"Illegal initial VC assignment: Chain %v does not exists in physical cluster", chain))
+		} else {
+			top := CellLevel(len(ccl))
+			available := int32(len(ccl[top]))
+			h.totalLeftCellNum[chain] = map[CellLevel]int32{}
+			h.badFreeCells[chain] = ChainCellList{}
+			h.allVCDoomedBadCellNum[chain] = map[CellLevel]int32{}
+			h.totalLeftCellNum[chain][top] = available
+			for l := top; l >= lowestLevel; l-- {
+				left := available - chainFreeCellNum[l]
+				if left < 0 {
+					panic(fmt.Sprintf(
+						"Illegal initial VC assignment: "+
+							"Insufficient physical cells at chain %v level %v: %v needed, %v available",
+						chain, l, chainFreeCellNum[l], available))
+				}
+				if l > lowestLevel {
+					childNum := int32(len(ccl[l][0].GetChildren()))
+					available = left * childNum
+					h.totalLeftCellNum[chain][l-1] = h.totalLeftCellNum[chain][l] * childNum
+				}
+			}
+		}
+	}
+}
+
+// initAPIClusterStatus initiates the status of the physical cluster and the VCs that will be exposed to users.
+func (h *HivedAlgorithm) initAPIClusterStatus() {
+	for _, ccl := range h.fullCellList {
+		for _, c := range ccl[CellLevel(len(ccl))] {
+			h.apiClusterStatus.PhysicalCluster = append(h.apiClusterStatus.PhysicalCluster, c.(*PhysicalCell).GetAPIStatus())
+		}
+	}
+	for vc, vcs := range h.vcSchedulers {
+		h.apiClusterStatus.VirtualClusters[vc] = []*api.VirtualCellStatus{}
+		for _, ccl := range vcs.getNonPinnedPreassignedCells() {
+			for _, cl := range ccl {
+				for _, c := range cl {
+					h.apiClusterStatus.VirtualClusters[vc] = append(
+						h.apiClusterStatus.VirtualClusters[vc], c.(*VirtualCell).GetAPIStatus())
+				}
+			}
+		}
+		for _, ccl := range vcs.getPinnedCells() {
+			for _, c := range ccl[CellLevel(len(ccl))] {
+				h.apiClusterStatus.VirtualClusters[vc] = append(
+					h.apiClusterStatus.VirtualClusters[vc], c.(*VirtualCell).GetAPIStatus())
+			}
+		}
+	}
+}
+
+// initPinnedCells creates static bindings for the pinned cells, and removes the
+// pinned physical cells from the free cell list.
+func (h *HivedAlgorithm) initPinnedCells(pinnedCells map[api.VirtualClusterName]map[api.PinnedCellId]*PhysicalCell) {
+	klog.Info("Init pinned cells")
+	for vcn, vcPinnedCells := range pinnedCells {
+		for pid, pinnedPhysical := range vcPinnedCells {
+			h.allocatePreassignedCell(pinnedPhysical, vcn, false)
+			virtualList := h.vcSchedulers[vcn].getPinnedCells()[pid]
+			pinnedVirtual := virtualList[CellLevel(len(virtualList))][0].(*VirtualCell)
+			bindCell(pinnedPhysical, pinnedVirtual)
+		}
+	}
+}
+
+// initBadNodes marks all the physical nodes defined in the config as bad,
+// and waits for K8s's AddNode calls to inform the healthy nodes in them.
+func (h *HivedAlgorithm) initBadNodes() {
+	klog.Info("Init all nodes defined in the config to bad first, " +
+		"and wait for K8s to inform the healthy nodes (addNode)")
+	for _, ccl := range h.fullCellList {
+		for _, c := range ccl[CellLevel(len(ccl))] {
+			nodes, _ := c.(*PhysicalCell).GetPhysicalPlacement()
+			for _, n := range nodes {
+				h.setBadNode(n)
+			}
+		}
+	}
+}
+
+// setBadNode marks a node and the cells in it as bad.
+func (h *HivedAlgorithm) setBadNode(nodeName string) {
+	if h.badNodes.Contains(nodeName) {
+		return
+	}
+	h.badNodes.Add(nodeName)
+	for _, ccl := range h.fullCellList {
+		for _, leafCell := range ccl[1] {
+			pLeafCell := leafCell.(*PhysicalCell)
+			nodes, _ := pLeafCell.GetPhysicalPlacement()
+			if nodes[0] == nodeName {
+				h.setBadCell(pLeafCell)
+			}
+		}
+	}
+}
+
+// setBadNode marks a node and the cells in it as healthy.
+func (h *HivedAlgorithm) setHealthyNode(nodeName string) {
+	if !h.badNodes.Contains(nodeName) {
+		return
+	}
+	h.badNodes.Delete(nodeName)
+	for _, ccl := range h.fullCellList {
+		for _, leafCell := range ccl[1] {
+			pLeafCell := leafCell.(*PhysicalCell)
+			nodes, _ := pLeafCell.GetPhysicalPlacement()
+			if nodes[0] == nodeName {
+				h.setHealthyCell(pLeafCell)
+			}
+		}
+	}
+}
+
+// setBadCell marks a physical cell (and also the virtual cell it is bound to) as bad,
+// and recursively for its parent, guaranteeing that a cell is bad if any of its children is bad.
+// setBadCell always starts from the lowest level, i.e., leaf-level cells.
+func (h *HivedAlgorithm) setBadCell(c *PhysicalCell) {
+	if !c.IsHealthy() {
+		return
+	}
+	c.SetHealthiness(api.CellBad)
+	if c.GetParent() != nil {
+		h.setBadCell(c.GetParent().(*PhysicalCell))
+	}
+	if inFreeCellList(c) {
+		h.addBadFreeCell(c)
+	} else if c.GetVirtualCell() == nil && !c.IsSplit() {
+		// if c's ancestor has been bound to a virtual cell, we should also bind c
+		// so that the VC scheduler can see this cell failure
+		vc := getUnboundVirtualCell(c.GetParent().(*PhysicalCell).GetVirtualCell().GetChildren())
+		c.SetVirtualCell(vc)
+		vc.SetPhysicalCell(c)
+		klog.Infof("Virtual cell %v is bound to physical cell %v", vc.GetAddress(), c.GetAddress())
+	}
+}
+
+// setHealthyCell marks a physical cell (and also the virtual cell it is bound to) as healthy,
+// and recursively for its parent, guaranteeing that a cell is healthy if all of its children are healthy.
+// setHealthy always starts from the lowest level, i.e., leaf-level cells.
+func (h *HivedAlgorithm) setHealthyCell(c *PhysicalCell) {
+	if c.IsHealthy() {
+		return
+	}
+	c.SetHealthiness(api.CellHealthy)
+	if inFreeCellList(c) {
+		h.removeBadFreeCell(c)
+	} else if vc := c.GetVirtualCell(); vc != nil {
+		if !c.IsPinned() && c.GetPriority() < minGuaranteedPriority {
+			// The cell is not in real use, the binding was created only because the cell was bad.
+			// We should unbind this cell as it is healthy now.
+			c.SetVirtualCell(nil)
+			vc.SetPhysicalCell(nil)
+			klog.Infof("Virtual cell %v is unbound from physical cell %v",
+				vc.GetAddress(), c.GetAddress())
+			if vc.GetParent() == nil {
+				// this is a preassigned cell, it must be a doomed bad cell
+				// (otherwise it must have been released before)
+				h.vcDoomedBadCells[vc.GetVirtualCluster()][c.GetChain()].remove(c, c.GetLevel())
+				h.allVCDoomedBadCellNum[c.GetChain()][c.GetLevel()]--
+				h.releasePreassignedCell(c, vc.GetVirtualCluster(), true)
+			}
+		}
+	}
+	if c.GetParent() == nil {
+		return
+	} else {
+		for _, buddy := range c.GetParent().GetChildren() {
+			if !buddy.(*PhysicalCell).IsHealthy() {
+				return
+			}
+		}
+	}
+	h.setHealthyCell(c.GetParent().(*PhysicalCell))
+}
+
+// addBadFreeCell adds a physical cell to the bad free cells, and checks if
+// the healthy cells in the physical cluster can satisfy the free cells in the VCs.
+func (h *HivedAlgorithm) addBadFreeCell(c *PhysicalCell) {
+	chain := c.GetChain()
+	level := c.GetLevel()
+	h.badFreeCells[chain][level] = append(h.badFreeCells[chain][level], c)
+	// compare the free cells in the VCs and the healthy free cells in the physical cluster
+	if h.allVCFreeCellNum[chain][level] >
+		h.totalLeftCellNum[chain][level]-int32(len(h.badFreeCells[chain][level])) {
+		// in the log we also count the cells marked as doomed bad in the free cells
+		// (they have been excluded from allVCFreeCellNum)
+		klog.Warningf("Cell type %v (chain %v level %v) now has fewer healthy cells (%v) "+
+			"than the total free cells of all the VCs (%v). Certain VCs' cells may be doomed to be bad.",
+			h.cellTypes[chain][level], chain, level,
+			h.totalLeftCellNum[chain][level]-int32(len(h.badFreeCells[chain][level])),
+			h.allVCFreeCellNum[chain][level]+h.allVCDoomedBadCellNum[chain][level])
+		h.tryBindDoomedBadCell(chain, level)
+	}
+}
+
+// removeBadFreeCell removes a physical cell from the bad free cells, and checks if
+// the healthy cells in the physical cluster can satisfy the free cells in the VCs.
+func (h *HivedAlgorithm) removeBadFreeCell(c *PhysicalCell) {
+	chain := c.GetChain()
+	level := c.GetLevel()
+	h.badFreeCells[chain].remove(c, level)
+	// when checking if all doomed bad cells can be released, we should add the number of
+	// the doomed bad cells to the L.H.S. of the comparison below (otherwise,
+	// h.allVCFreeCellNum[chain][level] <= R.H.S. always holds after we bind the doomed bad cells)
+	if h.allVCFreeCellNum[chain][level]+h.allVCDoomedBadCellNum[chain][level] <=
+		h.totalLeftCellNum[chain][level]-int32(len(h.badFreeCells[chain][level])) {
+		klog.Infof("Cell type %v (chain %v level %v) now has sufficient healthy cells (%v) for "+
+			"allocating the total free cells of all the VCs (%v). No VC cell will be doomed to be bad.",
+			h.cellTypes[chain][level], chain, level,
+			h.totalLeftCellNum[chain][level]-int32(len(h.badFreeCells[chain][level])),
+			h.allVCFreeCellNum[chain][level]+h.allVCDoomedBadCellNum[chain][level])
+	}
+	h.tryUnbindDoomedBadCell(chain, level)
+}
+
+// tryBindDoomedBadCell checks if the healthy cells in the physical cluster can satisfy the free cells
+// in each VC. If not, we will mark some of the virtual cells in the VC as bad (i.e., doomed to be bad).
+func (h *HivedAlgorithm) tryBindDoomedBadCell(c CellChain, l CellLevel) {
+	for vcName, vcFreeNum := range h.vcFreeCellNum {
+		if _, ok := vcFreeNum[c]; !ok {
+			continue
+		}
+		for vcFreeNum[c][l] >
+			h.totalLeftCellNum[c][l]-int32(len(h.badFreeCells[c][l])) {
+			pc := h.badFreeCells[c][l][0].(*PhysicalCell)
+			vc := getUnboundVirtualCell(h.vcSchedulers[vcName].getNonPinnedPreassignedCells()[c][l])
+			pc.SetVirtualCell(vc)
+			vc.SetPhysicalCell(pc)
+			klog.Infof("Virtual cell %v is bound to physical cell %v", vc.GetAddress(), pc.GetAddress())
+			klog.Warningf("Cell type %v (chain %v level %v) now has fewer healthy cells (%v) "+
+				"than the free cells of the VC %v (%v). "+
+				"Cell %v is doomed to be bad and bound to %v.",
+				h.cellTypes[c][l], c, l,
+				h.totalLeftCellNum[c][l]-int32(len(h.badFreeCells[c][l])),
+				vcName, vcFreeNum[c][l]+int32(len(h.vcDoomedBadCells[vcName][c][l])),
+				vc.GetAddress(), pc.GetAddress())
+			h.vcDoomedBadCells[vcName][c][l] = append(h.vcDoomedBadCells[vcName][c][l], pc)
+			h.allVCDoomedBadCellNum[c][l]++
+			h.allocatePreassignedCell(pc, vcName, true)
+		}
+	}
+}
+
+// tryUnbindDoomedBadCell checks if some VCs' doomed bad cells can now be satisfied by healthy cells.
+// If so, we will release these cells.
+func (h *HivedAlgorithm) tryUnbindDoomedBadCell(c CellChain, l CellLevel) {
+	for vcName, vcFreeNum := range h.vcFreeCellNum {
+		if _, ok := vcFreeNum[c]; !ok {
+			continue
+		}
+		for len(h.vcDoomedBadCells[vcName][c][l]) != 0 &&
+			vcFreeNum[c][l] < h.totalLeftCellNum[c][l]-int32(len(h.badFreeCells[c][l])) {
+			pc := h.vcDoomedBadCells[vcName][c][l][0].(*PhysicalCell)
+			klog.Infof("Cell type %v (chain %v level %v) now has more healthy free cells (%v) "+
+				"than the free cells of the VC %v (%v excluding the doomed bad cells). "+
+				"Cell %v is no longer doomed to be bad and is unbound from %v.",
+				h.cellTypes[c][l], c, l,
+				h.totalLeftCellNum[c][l]-int32(len(h.badFreeCells[c][l])),
+				vcName, vcFreeNum[c][l], pc.GetVirtualCell().GetAddress(), pc.GetAddress())
+			pc.GetVirtualCell().SetPhysicalCell(nil)
+			pc.SetVirtualCell(nil)
+			h.vcDoomedBadCells[vcName][c].remove(pc, l)
+			h.allVCDoomedBadCellNum[c][l]--
+			h.releasePreassignedCell(pc, vcName, true)
+		}
+	}
+}
+
+// schedulePodFromExistingGroup schedules a pod from an allocated or preempting affinity group.
+// If it is from an allocated group, we will schedule the pod to the corresponding placement.
+// If it is from a preempting group, we will continue its preemption, or schedule it when the preemption is done.
+func (h *HivedAlgorithm) schedulePodFromExistingGroup(
+	g *AlgoAffinityGroup,
+	s *api.PodSchedulingSpec,
+	suggestedNodes common.Set,
+	phase internal.SchedulingPhase,
+	pod *core.Pod) (
+	groupPhysicalPlacement groupPhysicalPlacement,
+	groupVirtualPlacement groupVirtualPlacement,
+	preemptionVictims map[string]common.Set,
+	podIndex int32) {
+
+	badOrNonSuggestedNodes := collectBadOrNonSuggestedNodes(
+		g.physicalLeafCellPlacement, suggestedNodes, g.ignoreK8sSuggestedNodes)
+	// state of an existing group can be either Allocated or Preempting
+	if g.state == groupAllocated {
+		klog.Infof("[%v]: Pod is from an affinity group that is already allocated: %v",
+			internal.Key(pod), s.AffinityGroup.Name)
+		groupPhysicalPlacement = g.physicalLeafCellPlacement
+		groupVirtualPlacement = g.virtualLeafCellPlacement
+		if !badOrNonSuggestedNodes.IsEmpty() {
+			// for an allocated group, we always insist the previous scheduling decision
+			// even if some pods are now bad or not within suggested nodes
+			klog.Warningf("[%v]: Some nodes allocated to affinity group %v are no longer "+
+				"healthy and within K8s suggested nodes: %v", internal.Key(pod), g.name, badOrNonSuggestedNodes)
+		}
+		if podIndex = getNewPodIndex(g.allocatedPods[s.LeafCellNumber]); podIndex == -1 {
+			panic(internal.NewBadRequestError(fmt.Sprintf(
+				"Requesting more pods than the configured number for %v leaf cells (%v pods) in affinity group %v",
+				s.LeafCellNumber, g.totalPodNums[s.LeafCellNumber], s.AffinityGroup.Name)))
+		}
+	} else { // groupPreempting
+		klog.Infof("[%v]: Pod is from an affinity group that is preempting others: %v",
+			internal.Key(pod), s.AffinityGroup.Name)
+		if phase == internal.PreemptingPhase && !badOrNonSuggestedNodes.IsEmpty() {
+			// If we find a preempting group's placement is not fully healthy and within suggested nodes,
+			// we should cancel the preemption so as to reschedule it to other places.
+			// We should do this only in Preempting phase
+			// because only suggested nodes of this phase consider preemption.
+			klog.Infof("[%v]: Canceling affinity group %v's preemption because its placement is "+
+				"no longer fully healthy and within Preempting-phase suggested nodes: %v",
+				internal.Key(pod), g.name, badOrNonSuggestedNodes)
+			h.deletePreemptingAffinityGroup(g, pod)
+		} else {
+			groupPhysicalPlacement = g.physicalLeafCellPlacement
+			groupVirtualPlacement = g.virtualLeafCellPlacement
+			preemptionVictims, _ = collectPreemptionVictims(groupPhysicalPlacement)
+			if len(preemptionVictims) == 0 {
+				klog.Infof(
+					"Preemption victims have been cleaned up for the preemptor affinity group %v", g.name)
+			}
+			g.preemptingPods[pod.UID] = pod
+		}
+	}
+	return groupPhysicalPlacement, groupVirtualPlacement, preemptionVictims, podIndex
+}
+
+// schedulePodFromNewGroup schedules a pod from a new affinity group, find placement for the group,
+// and checks if the group needs preemption.
+func (h *HivedAlgorithm) schedulePodFromNewGroup(
+	s *api.PodSchedulingSpec,
+	suggestedNodes common.Set,
+	phase internal.SchedulingPhase,
+	pod *core.Pod) (
+	groupPhysicalPlacement groupPhysicalPlacement,
+	groupVirtualPlacement groupVirtualPlacement,
+	preemptionVictims map[string]common.Set,
+	waitReason string) {
+
+	groupPhysicalPlacement, groupVirtualPlacement, waitReason = h.scheduleNewAffinityGroup(
+		pod, s, suggestedNodes)
+	if groupPhysicalPlacement == nil {
+		return nil, nil, nil, waitReason
+	}
+	preemptionVictims, overlappingPreemptors := collectPreemptionVictims(groupPhysicalPlacement)
+	// we allow a new preemption only when in Preempting phase
+	// and the placement is fully within suggested nodes
+	if phase == internal.PreemptingPhase {
+		// first cancel preemption of other groups whose resources overlap with the current group
+		for preemptor := range overlappingPreemptors.Items() {
+			klog.Infof("[%v]: Canceling affinity group %v's preemption because it is "+
+				"further preempted by a higher-priority affinity group %v",
+				internal.Key(pod), preemptor.(*AlgoAffinityGroup).name, s.AffinityGroup.Name)
+			h.deletePreemptingAffinityGroup(preemptor.(*AlgoAffinityGroup), pod)
+		}
+		if len(preemptionVictims) != 0 {
+			// create preemption state to avoid resource contention among multiple preemptors
+			h.createPreemptingAffinityGroup(s, groupPhysicalPlacement, groupVirtualPlacement, pod)
+		}
+	} else if len(preemptionVictims) != 0 {
+		// here we won't create preemption state since we call preempt only in Preempting phase
+		klog.Infof("[%v]: Found preemption victims %v in non-Preempting phase, skipping it",
+			internal.Key(pod), victimsToString(preemptionVictims))
+	}
+	return groupPhysicalPlacement, groupVirtualPlacement, preemptionVictims, waitReason
+}
+
+// scheduleNewAffinityGroup schedules each pod of a new affinity group to a set of leaf cells
+// (in both the physical cluster and the VC). This is the entrance of a new scheduling attempt.
+func (h *HivedAlgorithm) scheduleNewAffinityGroup(
+	pod *core.Pod,
+	s *api.PodSchedulingSpec,
+	suggestedNodes common.Set) (
+	physicalPlacement groupPhysicalPlacement,
+	virtualPlacement groupVirtualPlacement,
+	failedReason string) {
+
+	klog.Infof("[%v]: Scheduling new affinity group %v", internal.Key(pod), s.AffinityGroup.Name)
+	priority := CellPriority(s.Priority)
+	sr := schedulingRequest{
+		vc:                   s.VirtualCluster,
+		pinnedCellId:         s.PinnedCellId,
+		priority:             priority,
+		affinityGroupName:    s.AffinityGroup.Name,
+		affinityGroupPodNums: map[int32]int32{},
+		suggestedNodes:       suggestedNodes,
+		ignoreSuggestedNodes: s.IgnoreK8sSuggestedNodes,
+	}
+	for _, m := range s.AffinityGroup.Members {
+		// we will merge group members with same leaf cell number
+		sr.affinityGroupPodNums[m.LeafCellNumber] += m.PodNumber
+	}
+	h.validateSchedulingRequest(sr, pod)
+	if sr.pinnedCellId != "" {
+		klog.Infof("Using pinned cell %v", s.PinnedCellId)
+		physicalPlacement, virtualPlacement, failedReason = h.handleSchedulingRequest(sr)
+	} else if s.LeafCellType != "" {
+		if _, ok := h.cellChains[s.LeafCellType]; !ok {
+			panic(internal.NewBadRequestError(fmt.Sprintf(
+				"[%v]: Pod requesting leaf cell type %v which the whole cluster does not have",
+				internal.Key(pod), s.LeafCellType)))
+		}
+		klog.Infof("Using specified leaf cell type %v", s.LeafCellType)
+		physicalPlacement, virtualPlacement, failedReason = h.scheduleAffinityGroupForLeafCellType(
+			sr, s.LeafCellType, pod, true)
+	} else {
+		physicalPlacement, virtualPlacement, failedReason = h.scheduleAffinityGroupForAnyLeafCellType(sr, pod)
+	}
+	return physicalPlacement, virtualPlacement, failedReason
+}
+
+// scheduleAffinityGroupForLeafCellType schedules an affinity group in a certain cell chain
+// that matches the given leaf cell type.
+func (h *HivedAlgorithm) scheduleAffinityGroupForLeafCellType(
+	sr schedulingRequest,
+	leafCellType string,
+	pod *core.Pod,
+	typeSpecified bool) (
+	physicalPlacement groupPhysicalPlacement,
+	virtualPlacement groupVirtualPlacement,
+	failedReason string) {
+
+	vcHasType := false
+	for _, chain := range h.cellChains[leafCellType] {
+		if sr.priority < minGuaranteedPriority ||
+			h.vcSchedulers[sr.vc].getNonPinnedPreassignedCells()[chain] != nil {
+			vcHasType = true
+			klog.Infof("Searching chain %v", chain)
+			sr.chain = chain
+			physicalPlacement, virtualPlacement, failedReason =
+				h.handleSchedulingRequest(sr)
+			if physicalPlacement != nil {
+				return physicalPlacement, virtualPlacement, ""
+			}
+		}
+	}
+	if typeSpecified && sr.priority >= minGuaranteedPriority && !vcHasType {
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"[%v]: Pod requesting leaf cell type %v which VC %v does not have",
+			internal.Key(pod), leafCellType, sr.vc)))
+	}
+	return nil, nil, failedReason
+}
+
+// scheduleAffinityGroupForAnyLeafCellType schedules an affinity group in every possible leaf cell type
+// (when the user does not specify a leaf cell type).
+func (h *HivedAlgorithm) scheduleAffinityGroupForAnyLeafCellType(
+	sr schedulingRequest,
+	pod *core.Pod) (
+	groupPhysicalPlacement,
+	groupVirtualPlacement,
+	string) {
+
+	var failedReason string
+	for leafCellType := range h.cellChains {
+		klog.Infof("Searching leaf cell type %v", leafCellType)
+		typePhysicalPlacement, typeVirtualPlacement, typeFailedReason :=
+			h.scheduleAffinityGroupForLeafCellType(sr, leafCellType, pod, false)
+		if typePhysicalPlacement != nil {
+			return typePhysicalPlacement, typeVirtualPlacement, ""
+		}
+		if typeFailedReason != "" {
+			failedReason = typeFailedReason
+		}
+	}
+	return nil, nil, failedReason
+}
+
+// validateSchedulingRequest checks the existence of VC and pinned cell, and the legality of priority.
+func (h *HivedAlgorithm) validateSchedulingRequest(sr schedulingRequest, pod *core.Pod) {
+	var message string
+	if h.vcSchedulers[sr.vc] == nil {
+		message = fmt.Sprintf("VC %v does not exists!", sr.vc)
+	} else if sr.pinnedCellId != "" {
+		if h.vcSchedulers[sr.vc].getPinnedCells()[sr.pinnedCellId] == nil {
+			message = fmt.Sprintf("VC %v does not have pinned cell %v", sr.vc, sr.pinnedCellId)
+		} else if sr.priority == opportunisticPriority {
+			message = fmt.Sprintf("opportunistic pod not supported to use pinned cell %v", sr.pinnedCellId)
+		}
+	}
+	if message != "" {
+		panic(internal.NewBadRequestError(fmt.Sprintf("[%v]: %v", internal.Key(pod), message)))
+	}
+}
+
+// handleSchedulingRequest feeds a request to a VC scheduler or the opportunistic scheduler depending on its priority.
+func (h *HivedAlgorithm) handleSchedulingRequest(
+	sr schedulingRequest) (
+	physicalPlacement groupPhysicalPlacement,
+	virtualPlacement groupVirtualPlacement,
+	failedReason string) {
+
+	str := fmt.Sprintf("chain %v", sr.chain)
+	if sr.pinnedCellId != "" {
+		str = fmt.Sprintf("pinned cell %v", sr.pinnedCellId)
+	}
+	klog.Infof("Processing scheduling request: %v, leaf cell numbers %v, priority %v",
+		str, common.ToJson(sr.affinityGroupPodNums), sr.priority)
+	if sr.priority >= minGuaranteedPriority {
+		physicalPlacement, virtualPlacement, failedReason = h.scheduleGuaranteedAffinityGroup(sr)
+	} else {
+		physicalPlacement, failedReason = h.scheduleOpportunisticAffinityGroup(sr)
+	}
+	if physicalPlacement == nil {
+		klog.Infof("Cannot find placement in %v: %v", str, failedReason)
+		return nil, nil, failedReason
+	}
+	klog.Infof("Found placement in %v: %v", str, physicalPlacement)
+	return physicalPlacement, virtualPlacement, ""
+}
+
+// scheduleGuaranteedAffinityGroup schedules an affinity group in its VC,
+// and then maps the placement in VC to the physical cluster.
+func (h *HivedAlgorithm) scheduleGuaranteedAffinityGroup(
+	sr schedulingRequest) (
+	physicalPlacement groupPhysicalPlacement,
+	virtualPlacement groupVirtualPlacement,
+	failedReason string) {
+
+	// schedule in VC
+	virtualPlacement, failedReason = h.vcSchedulers[sr.vc].schedule(sr)
+	if virtualPlacement == nil {
+		return nil, nil, failedReason
+	}
+	// map the vc placement to the physical cluster
+	bindings := map[api.CellAddress]*PhysicalCell{}
+	leafCellNums := common.Int32MapKeys(sr.affinityGroupPodNums)
+	common.SortInt32(leafCellNums)
+	lazyPreemptedGroups := h.tryLazyPreempt(virtualPlacement, leafCellNums, sr.affinityGroupName)
+	preassignedCells, nonPreassignedCells := virtualPlacement.toBindingPaths(leafCellNums, bindings)
+	// make a copy of freeCellNum, may change its values during allocation
+	freeCellNumCopy := map[CellLevel]int32{}
+	for k, v := range h.allVCFreeCellNum[sr.chain] {
+		freeCellNumCopy[k] = v
+	}
+	if ok := mapVirtualPlacementToPhysical(
+		preassignedCells,
+		nonPreassignedCells,
+		h.freeCellList[sr.chain].shallowCopy(),
+		freeCellNumCopy,
+		sr.suggestedNodes,
+		sr.ignoreSuggestedNodes,
+		bindings); ok {
+		return virtualPlacement.toPhysicalPlacement(bindings, leafCellNums), virtualPlacement, ""
+	}
+	for groupName, placement := range lazyPreemptedGroups {
+		h.revertLazyPreempt(h.affinityGroups[groupName], placement)
+	}
+	failedNodeType := "bad or non-suggested"
+	if sr.ignoreSuggestedNodes {
+		failedNodeType = "bad"
+	}
+	return nil, nil, fmt.Sprintf(
+		"Mapping the virtual placement would need to use at least one %v node "+
+			"(virtual placement : %v)", failedNodeType, virtualPlacement)
+}
+
+// tryLazyPreempt tries to lazy preempt the affinity groups found on a placement.
+func (h *HivedAlgorithm) tryLazyPreempt(
+	p groupVirtualPlacement,
+	leafCellNums []int32,
+	groupName string) map[string]groupVirtualPlacement {
+
+	preemptedGroups := map[string]groupVirtualPlacement{}
+	for _, podLeafCellNum := range leafCellNums {
+		podPlacements := p[podLeafCellNum]
+		for _, pod := range podPlacements {
+			for _, leafCell := range pod {
+				if pLeafCell := leafCell.(*VirtualCell).GetPhysicalCell(); pLeafCell != nil {
+					if pLeafCell.GetState() == cellUsed && pLeafCell.GetUsingGroup().lazyPreemptionEnable {
+						preemptedGroups[pLeafCell.GetUsingGroup().name] = h.lazyPreemptAffinityGroup(
+							pLeafCell.GetUsingGroup(), groupName)
+					}
+				}
+			}
+		}
+	}
+	return preemptedGroups
+}
+
+// scheduleOpportunisticAffinityGroup calls the opportunistic pod scheduler to schedule an affinity group.
+func (h *HivedAlgorithm) scheduleOpportunisticAffinityGroup(
+	sr schedulingRequest) (
+	placement groupPhysicalPlacement,
+	failedReason string) {
+
+	placement, failedReason = h.opportunisticSchedulers[sr.chain].Schedule(
+		sr.affinityGroupPodNums, opportunisticPriority, sr.suggestedNodes, sr.ignoreSuggestedNodes)
+	if placement == nil {
+		return nil, fmt.Sprintf("%v when scheduling in physical cluster", failedReason)
+	}
+	return placement, ""
+}
+
+// createAllocatedAffinityGroup creates a new affinity group and allocate the resources.
+func (h *HivedAlgorithm) createAllocatedAffinityGroup(s *api.PodSchedulingSpec, info *api.PodBindInfo, pod *core.Pod) {
+	klog.Infof("[%v]: Creating new allocated affinity group: %v", internal.Key(pod), s.AffinityGroup.Name)
+	newGroup := newAlgoAffinityGroup(
+		s.AffinityGroup, s.VirtualCluster, s.LazyPreemptionEnable, s.Priority, groupAllocated)
+	shouldLazyPreempt := false
+	for _, gms := range info.AffinityGroupBindInfo {
+		leafCellNumber := int32(len(gms.PodPlacements[0].PhysicalLeafCellIndices))
+		for podIndex := int32(0); podIndex < int32(len(gms.PodPlacements)); podIndex++ {
+			node := gms.PodPlacements[podIndex].PhysicalNode
+			for leafCellIndex := int32(0); leafCellIndex < int32(
+				len(gms.PodPlacements[podIndex].PhysicalLeafCellIndices)); leafCellIndex++ {
+				pLeafCell, vLeafCell, lazyPreempt := h.findAllocatedLeafCell(
+					leafCellIndex,
+					gms.PodPlacements[podIndex].PhysicalLeafCellIndices,
+					gms.PodPlacements[podIndex].PreassignedCellTypes,
+					CellChain(info.CellChain), node, shouldLazyPreempt, s, newGroup, pod)
+				if pLeafCell == nil {
+					// pLeafCell not being found means that this leaf cell address does not exist in the spec.
+					// we simply ignore this leaf cell, and let the job run normally
+					// (but we cannot ignore the other leaf cells of this pod that are still in the spec,
+					// otherwise it may cause resource conflicts)
+					continue
+				} else {
+					newGroup.physicalLeafCellPlacement[leafCellNumber][podIndex][leafCellIndex] = pLeafCell
+					if lazyPreempt == nil {
+						newGroup.virtualLeafCellPlacement = nil
+					} else if vLeafCell != nil {
+						newGroup.virtualLeafCellPlacement[leafCellNumber][podIndex][leafCellIndex] = vLeafCell
+						if inFreeCellList(pLeafCell) && vLeafCell.GetPreassignedCell().GetPriority() > freePriority {
+							// This means we decide to bind this cell to a virtual cell whose preassigned cell
+							// has been bound (in cases like reconfiguration and the VC's cells are fewer than before).
+							// We need to destroy the previous binding, by lazy preempting all the groups
+							// in the preassigned cell
+							h.lazyPreemptCell(vLeafCell.GetPreassignedCell(), newGroup.name)
+						}
+					} else {
+						shouldLazyPreempt = shouldLazyPreempt || *lazyPreempt
+					}
+					// Even if we have successfully found the vLeafCell and pLeafCell, there is still one possibility
+					// that we should not bind them: allocating the physical cell may lead to broken safety.
+					// Such case won't happen by design as buddy alloc guarantees safety; but this could
+					// happen due to inconsistency of VC assignments for reasons like reconfiguration.
+					// In this case, we will lazy preempt this affinity group.
+					safetyOk, reason := h.allocateLeafCell(pLeafCell, vLeafCell, CellPriority(s.Priority), newGroup.vc)
+					pLeafCell.AddUsingGroup(newGroup)
+					setCellState(pLeafCell, cellUsed)
+					if !safetyOk {
+						shouldLazyPreempt = true
+						klog.Warningf("[%v]: %v", internal.Key(pod), reason)
+					}
+				}
+			}
+		}
+	}
+	if shouldLazyPreempt {
+		h.lazyPreemptAffinityGroup(newGroup, newGroup.name)
+	}
+	h.affinityGroups[s.AffinityGroup.Name] = newGroup
+	klog.Infof("[%v]: New allocated affinity group created: %v", internal.Key(pod), s.AffinityGroup.Name)
+}
+
+// deleteAllocatedAffinityGroup deletes a new affinity group and release the resources (that are not
+// allocated to a preempting group).
+func (h *HivedAlgorithm) deleteAllocatedAffinityGroup(g *AlgoAffinityGroup, pod *core.Pod) {
+	klog.Infof("[%v]: All pods complete, deleting allocated affinity group: %v",
+		internal.Key(pod), g.name)
+	for _, podPlacements := range g.physicalLeafCellPlacement {
+		for _, podPlacement := range podPlacements {
+			for _, leafCell := range podPlacement {
+				if leafCell == nil {
+					continue
+				}
+				pLeafCell := leafCell.(*PhysicalCell)
+				pLeafCell.DeleteUsingGroup(g)
+				// state of pLeafCell can be either Used or Reserving
+				if pLeafCell.GetState() == cellUsed {
+					h.releaseLeafCell(pLeafCell, g.vc)
+					setCellState(pLeafCell, cellFree)
+				} else { // cellReserving
+					// When pLeafCell is in Reserving state, we shouldn't call h.releaseLeafCell
+					// because it must have been allocated to the reserving group before
+					setCellState(pLeafCell, cellReserved)
+				}
+			}
+		}
+	}
+	delete(h.affinityGroups, g.name)
+	klog.Infof("[%v]: Allocated affinity group deleted: %v", internal.Key(pod), g.name)
+}
+
+// createPreemptingAffinityGroup creates a new affinity group that is preempting some other groups.
+// Its resources are immediately allocated to the group (even if the preemption victims have not yet been deleted),
+// so that other groups will not be scheduled to the same placement (unless they have higher priorities).
+// This avoids the case where multiple groups preempt the same victims simultaneously, which may cause resource deadlock.
+func (h *HivedAlgorithm) createPreemptingAffinityGroup(
+	s *api.PodSchedulingSpec,
+	physicalPlacement groupPhysicalPlacement,
+	virtualPlacement groupVirtualPlacement,
+	pod *core.Pod) {
+
+	klog.Infof("[%v]: Creating new preempting affinity group: %v", internal.Key(pod), s.AffinityGroup.Name)
+	newGroup := newAlgoAffinityGroup(
+		s.AffinityGroup, s.VirtualCluster, s.LazyPreemptionEnable, s.Priority, groupPreempting)
+	newGroup.physicalLeafCellPlacement = physicalPlacement
+	newGroup.virtualLeafCellPlacement = virtualPlacement
+	for leafCellNum := range physicalPlacement {
+		for podIndex := range physicalPlacement[leafCellNum] {
+			for leafCellIndex, leafCell := range physicalPlacement[leafCellNum][podIndex] {
+				pLeafCell := leafCell.(*PhysicalCell)
+				vLeafCell := virtualPlacement[leafCellNum][podIndex][leafCellIndex].(*VirtualCell)
+				if pLeafCell.GetState() == cellUsed {
+					usingGroup := pLeafCell.GetUsingGroup()
+					h.releaseLeafCell(pLeafCell, usingGroup.vc)
+					usingGroup.state = groupBeingPreempted
+				}
+				h.allocateLeafCell(pLeafCell, vLeafCell, CellPriority(s.Priority), newGroup.vc)
+				pLeafCell.AddReservingOrReservedGroup(newGroup)
+				// state of pLeafCell can be either Used or Free (if it was Reserving or Reserved,
+				// we must have canceled the ongoing preemption before, in h.Schedule)
+				if pLeafCell.GetState() == cellUsed {
+					setCellState(pLeafCell, cellReserving)
+				} else { // cellFree
+					setCellState(pLeafCell, cellReserved)
+				}
+			}
+		}
+	}
+	newGroup.preemptingPods[pod.UID] = pod
+	h.affinityGroups[s.AffinityGroup.Name] = newGroup
+	klog.Infof("[%v]: New preempting affinity group created: %v", internal.Key(pod), newGroup.name)
+}
+
+// deletePreemptingAffinityGroup revokes a preemption and deletes the affinity group that is
+// still waiting for the completion of the preemption.
+func (h *HivedAlgorithm) deletePreemptingAffinityGroup(g *AlgoAffinityGroup, pod *core.Pod) {
+	for leafCellNum := range g.physicalLeafCellPlacement {
+		for podIndex := range g.physicalLeafCellPlacement[leafCellNum] {
+			for _, leafCell := range g.physicalLeafCellPlacement[leafCellNum][podIndex] {
+				pLeafCell := leafCell.(*PhysicalCell)
+				h.releaseLeafCell(pLeafCell, g.vc)
+				pLeafCell.DeleteReservingOrReservedGroup(pLeafCell.GetReservingOrReservedGroup())
+				// state of pLeafCell can be either Reserving or Reserved
+				if pLeafCell.GetState() == cellReserving {
+					setCellState(pLeafCell, cellUsed)
+					// return the cell to the group being preempted
+					beingPreemptedGroup := pLeafCell.GetUsingGroup()
+					var beingPreemptedVLeafCell *VirtualCell
+					if beingPreemptedGroup.virtualLeafCellPlacement != nil {
+						beingPreemptedVLeafCell = retrieveVirtualCell(
+							beingPreemptedGroup.physicalLeafCellPlacement,
+							beingPreemptedGroup.virtualLeafCellPlacement, pLeafCell)
+					}
+					h.allocateLeafCell(
+						pLeafCell, beingPreemptedVLeafCell, CellPriority(beingPreemptedGroup.priority), beingPreemptedGroup.vc)
+				} else { // cellReserved
+					setCellState(pLeafCell, cellFree)
+				}
+			}
+		}
+	}
+	delete(h.affinityGroups, g.name)
+	klog.Infof("[%v]: Preempting affinity group %v deleted", internal.Key(pod), g.name)
+}
+
+// allocatePreemptingAffinityGroup lets a preemptor affinity group whose preemption has completed
+// transition to allocated state.
+func (h *HivedAlgorithm) allocatePreemptingAffinityGroup(g *AlgoAffinityGroup, pod *core.Pod) {
+	for leafCellNum := range g.physicalLeafCellPlacement {
+		for podIndex := range g.physicalLeafCellPlacement[leafCellNum] {
+			for _, leafCell := range g.physicalLeafCellPlacement[leafCellNum][podIndex] {
+				pLeafCell := leafCell.(*PhysicalCell)
+				pLeafCell.DeleteReservingOrReservedGroup(g)
+				pLeafCell.AddUsingGroup(g)
+				setCellState(pLeafCell, cellUsed)
+			}
+		}
+	}
+	g.state = groupAllocated
+	g.preemptingPods = nil
+	klog.Infof("[%v]: Preempting affinity group %v transitioned to allocated", internal.Key(pod), g.name)
+}
+
+// lazyPreemptAffinityGroup removes an affinity group from its VC, clears it virtual placement,
+// and exposes this decision.
+func (h *HivedAlgorithm) lazyPreemptAffinityGroup(
+	victim *AlgoAffinityGroup,
+	preemptor string) (originalVirtualPlacement groupVirtualPlacement) {
+	for _, podVirtualPlacements := range victim.virtualLeafCellPlacement {
+		for _, podVirtualPlacement := range podVirtualPlacements {
+			for _, leafCell := range podVirtualPlacement {
+				if leafCell != nil {
+					vLeafCell := leafCell.(*VirtualCell)
+					pLeafCell := vLeafCell.GetPhysicalCell()
+					h.releaseLeafCell(pLeafCell, victim.vc)
+					h.allocateLeafCell(pLeafCell, nil, opportunisticPriority, victim.vc)
+				}
+			}
+		}
+	}
+	originalVirtualPlacement = victim.virtualLeafCellPlacement
+	victim.virtualLeafCellPlacement = nil
+	victim.lazyPreemptionStatus = &api.LazyPreemptionStatus{
+		Preemptor:      preemptor,
+		PreemptionTime: meta.Now(),
+	}
+	klog.Infof("Affinity group %v is lazy preempted from VC by %v", victim.name, preemptor)
+	return originalVirtualPlacement
+}
+
+// lazyPreemptCell lazy preempts all the affinity groups inside a virtual cell (and its children).
+func (h *HivedAlgorithm) lazyPreemptCell(c *VirtualCell, preemptor string) {
+	if c.GetLevel() == lowestLevel && c.GetState() == cellUsed {
+		h.lazyPreemptAffinityGroup(c.GetPhysicalCell().GetUsingGroup(), preemptor)
+	}
+	for _, child := range c.GetChildren() {
+		h.lazyPreemptCell(child.(*VirtualCell), preemptor)
+	}
+}
+
+// revertLazyPreempt reverts the lazy preemption of an affinity group.
+func (h *HivedAlgorithm) revertLazyPreempt(g *AlgoAffinityGroup, virtualPlacement groupVirtualPlacement) {
+	for leafCellNum := range g.physicalLeafCellPlacement {
+		for podIndex := range g.physicalLeafCellPlacement[leafCellNum] {
+			for leafCellIndex, leafCell := range g.physicalLeafCellPlacement[leafCellNum][podIndex] {
+				if leafCell == nil {
+					continue
+				}
+				pLeafCell := leafCell.(*PhysicalCell)
+				vLeafCell := virtualPlacement[leafCellNum][podIndex][leafCellIndex].(*VirtualCell)
+				h.releaseLeafCell(pLeafCell, g.vc)
+				h.allocateLeafCell(pLeafCell, vLeafCell, CellPriority(g.priority), g.vc)
+			}
+		}
+	}
+	g.virtualLeafCellPlacement = virtualPlacement
+	g.lazyPreemptionStatus = nil
+	klog.Infof("Lazy preemption of affinity group %v is reverted", g.name)
+}
+
+// findAllocatedLeafCell finds the physical and virtual leaf cells in the full cell lists for an allocate pod.
+// The boolean return value indicates whether the affinity group should be lazy-preempted.
+// The bool being nil means the group is OT and has no virtual placement.
+func (h *HivedAlgorithm) findAllocatedLeafCell(
+	index int32,
+	physicalLeafCellIndices []int32,
+	preassignedCellTypes []api.CellType,
+	chain CellChain,
+	node string,
+	lazyPreempted bool,
+	s *api.PodSchedulingSpec,
+	group *AlgoAffinityGroup,
+	pod *core.Pod) (*PhysicalCell, *VirtualCell, *bool) {
+
+	priority := CellPriority(s.Priority)
+	physicalLeafCellIndex := physicalLeafCellIndices[index]
+	if pLeafCell := findPhysicalLeafCell(h.fullCellList, chain, node, physicalLeafCellIndex); pLeafCell == nil {
+		klog.Warningf(
+			"[%v]: Cannot find leaf cell %v on node %v: not found in the spec. Pod ignored",
+			internal.Key(pod), physicalLeafCellIndex, node)
+		return nil, nil, common.PtrBool(false)
+	} else {
+		var vLeafCell *VirtualCell
+		if preassignedCellTypes == nil {
+			klog.Warningf("[%v]: Cannot find virtual cell: preassigned cell not found in pod bind info", internal.Key(pod))
+			return pLeafCell, nil, common.PtrBool(true)
+		}
+		if group.virtualLeafCellPlacement != nil && !lazyPreempted {
+			preassignedType := preassignedCellTypes[index]
+			if preassignedType != "" {
+				var preassignedLevel CellLevel
+				typeFound := false
+				for l, t := range h.cellTypes[pLeafCell.GetChain()] {
+					if t == preassignedType {
+						preassignedLevel = l
+						typeFound = true
+					}
+				}
+				var message string
+				if !typeFound {
+					message = fmt.Sprintf("Preassigned cell type %v not found in chain %v", preassignedType, pLeafCell.GetChain())
+				} else if vcs := h.vcSchedulers[s.VirtualCluster]; vcs == nil {
+					message = fmt.Sprintf("VC %v not found", s.VirtualCluster)
+				} else {
+					vccl := vcs.getNonPinnedPreassignedCells()[pLeafCell.GetChain()]
+					str := string(pLeafCell.GetChain())
+					if s.PinnedCellId != "" {
+						vccl = vcs.getPinnedCells()[s.PinnedCellId]
+						str = string(s.PinnedCellId)
+					}
+					if vccl == nil {
+						message = fmt.Sprintf("VC %v has no cell for %v", s.VirtualCluster, str)
+					} else {
+						vLeafCell, message = mapPhysicalCellToVirtual(pLeafCell, vccl, preassignedLevel, priority)
+					}
+				}
+				if vLeafCell == nil {
+					klog.Warningf("[%v]: Cannot find virtual cell: %v", internal.Key(pod), message)
+					return pLeafCell, nil, common.PtrBool(true)
+				} else {
+					return pLeafCell, vLeafCell, common.PtrBool(false)
+				}
+			} else {
+				return pLeafCell, nil, nil
+			}
+		} else {
+			return pLeafCell, nil, common.PtrBool(false)
+		}
+	}
+}
+
+// allocateLeafCell creates the cell bindings, allocates the preassigned cell (if necessary),
+// and sets the priority.
+func (h *HivedAlgorithm) allocateLeafCell(
+	pLeafCell *PhysicalCell,
+	vLeafCell *VirtualCell,
+	p CellPriority,
+	vcn api.VirtualClusterName) (safetyOk bool, reason string) {
+
+	safetyOk = true
+	if vLeafCell != nil {
+		setCellPriority(vLeafCell, p)
+		updateUsedLeafCellNumAtPriority(vLeafCell, p, true)
+		setCellPriority(pLeafCell, p)
+		updateUsedLeafCellNumAtPriority(pLeafCell, p, true)
+		pac := vLeafCell.GetPreassignedCell()
+		preassignedNewlyBound := pac.GetPhysicalCell() == nil
+		if pLeafCell.GetVirtualCell() == nil {
+			// the binding could have been created before (when the cell is bad)
+			bindCell(pLeafCell, vLeafCell)
+		}
+		if preassignedNewlyBound {
+			safetyOk, reason = h.allocatePreassignedCell(pac.GetPhysicalCell(), vcn, false)
+		}
+	} else {
+		setCellPriority(pLeafCell, opportunisticPriority)
+		updateUsedLeafCellNumAtPriority(pLeafCell, opportunisticPriority, true)
+		pLeafCell.GetAPIStatus().VC = vcn
+		h.apiClusterStatus.VirtualClusters[vcn] = append(
+			h.apiClusterStatus.VirtualClusters[vcn], generateOTVirtualCell(pLeafCell.GetAPIStatus()))
+	}
+	return safetyOk, reason
+}
+
+// releaseLeafCell destroys the cell bindings, release the preassigned cell (if necessary),
+// and resets the priority.
+func (h *HivedAlgorithm) releaseLeafCell(pLeafCell *PhysicalCell, vcn api.VirtualClusterName) {
+	if vLeafCell := pLeafCell.GetVirtualCell(); vLeafCell != nil {
+		updateUsedLeafCellNumAtPriority(vLeafCell, vLeafCell.GetPriority(), false)
+		setCellPriority(vLeafCell, freePriority)
+		preassignedPhysical := vLeafCell.GetPreassignedCell().GetPhysicalCell()
+		if pLeafCell.IsHealthy() {
+			// we won't unbind the cell if it is bad
+			unbindCell(pLeafCell)
+		}
+		// To check if we should release the preassigned cell, we cannot simply check if the
+		// virtual cell is already unbound. It's possible that the cell is bad, then the binding
+		// won't be destroyed automatically (the cell is still bound only because it is bad).
+		// If the below condition is true, then the preassigned cell is not in real use and we can hence release it.
+		if !preassignedPhysical.IsPinned() && vLeafCell.GetPreassignedCell().GetPriority() < minGuaranteedPriority &&
+			!h.vcDoomedBadCells[vcn][preassignedPhysical.GetChain()].contains(
+				preassignedPhysical, preassignedPhysical.GetLevel()) {
+			h.releasePreassignedCell(preassignedPhysical, vcn, false)
+		}
+	} else {
+		pLeafCell.GetAPIStatus().VC = ""
+		h.apiClusterStatus.VirtualClusters[vcn] = deleteOTVirtualCell(
+			h.apiClusterStatus.VirtualClusters[vcn], pLeafCell.GetAddress())
+	}
+	updateUsedLeafCellNumAtPriority(pLeafCell, pLeafCell.GetPriority(), false)
+	setCellPriority(pLeafCell, freePriority)
+}
+
+// allocatePreassignedCell allocates a physical cell to a preassigned virtual cell, removes the physical cell
+// from the free cell list, and track the cell usages for safety and doomed bad cell check.
+func (h *HivedAlgorithm) allocatePreassignedCell(
+	c *PhysicalCell,
+	vcn api.VirtualClusterName,
+	doomedBad bool) (safetyOk bool, reason string) {
+
+	safetyOk = true
+	chain := c.GetChain()
+	level := c.GetLevel()
+	h.vcFreeCellNum[vcn][chain][level]--
+	h.allVCFreeCellNum[chain][level]--
+	h.totalLeftCellNum[chain][level]--
+	splitLevelUpTo := h.removeCellFromFreeList(c)
+
+	// When allocating a preassigned cell, we will do doomed bad cell check
+	// (if this is already a doomed bad cell then no need for this check).
+	// The principle of this check is to compare for each level and each VC: vcFreeCellNum and
+	// the number of healthy free physical cells (i.e., totalLeftCellNum - len(badFreeCell)).
+	// vcFreeCellNum only changes for the VC and the level of the allocated cell c (decreases by 1).
+	// For all the levels, if the number of healthy free cells decreases depends on
+	// if the allocated cell is bad/healthy.
+	// We explain the checking rule in detail in the code below (similar rule also applies to cell release).
+	parent := c.GetParent()
+	for l := level + 1; l <= splitLevelUpTo; l++ {
+		h.totalLeftCellNum[chain][l]--
+		if h.totalLeftCellNum[chain][l] < h.allVCFreeCellNum[chain][l] {
+			safetyOk = false
+			reason = fmt.Sprintf("Adding pod would lead to broken safety: "+
+				"cell type %v, %v left, %v free cells in all VCs",
+				h.cellTypes[chain][l], h.totalLeftCellNum[chain][l], h.allVCFreeCellNum[chain][l])
+		}
+		if !parent.(*PhysicalCell).IsHealthy() {
+			// If parent is bad, both vcFreeCellNum (of all VCs) and the number of healthy free cells do not change.
+			// So we only remove the cell from bad free cells, and no need to bind/unbind doomed bad cells.
+			h.badFreeCells[chain].remove(parent, l)
+		} else {
+			// If parent is healthy, the number of healthy free cells decreases by 1.
+			// So we try to bind some doomed bad cells.
+			h.tryBindDoomedBadCell(chain, l)
+		}
+		parent = parent.GetParent()
+	}
+	if !c.IsHealthy() {
+		h.allocateBadCell(c)
+		if !doomedBad {
+			// If c is bad, vcFreeCellNum of this VC decreases by 1, but number of healthy free cells does not change.
+			// So we try to unbind some doomed bad cells
+			// (if c is already a doomed bad cell, there won't be other doomed bad cell to unbind).
+			h.tryUnbindDoomedBadCell(chain, level)
+		}
+	} else {
+		// If c is healthy, vcFreeCellNum does not change for every other VC, but the number of healthy
+		// free cells decreases by 1. So we try to bind some doomed bad cells.
+		h.tryBindDoomedBadCell(chain, level)
+	}
+	numToReduce := int32(len(c.GetChildren()))
+	for l := level - 1; l >= lowestLevel; l-- {
+		h.totalLeftCellNum[chain][l] -= numToReduce
+		if h.totalLeftCellNum[chain][l] < h.allVCFreeCellNum[chain][l] {
+			safetyOk = false
+			reason = fmt.Sprintf("Adding pod would lead to broken safety: "+
+				"cell type %v, %v left, %v free cells in all VCs",
+				h.cellTypes[chain][l], h.totalLeftCellNum[chain][l], h.allVCFreeCellNum[chain][l])
+		}
+		// For levels lower than c, vcFreeCellNum does not change for all VCs, but number of healthy free cells
+		// may decrease (unless all children are bad). So we try to bind some doomed bad cells.
+		if !doomedBad {
+			h.tryBindDoomedBadCell(chain, l)
+		}
+		numToReduce *= int32(len(h.fullCellList[chain][l][0].GetChildren()))
+	}
+	return safetyOk, reason
+}
+
+// allocateBadCell allocates a bad free physical cell, and then binds each of its bad children
+// to a virtual cell recursively (so that the VC scheduler can see the bad cell).
+func (h *HivedAlgorithm) allocateBadCell(c *PhysicalCell) {
+	if h.badFreeCells[c.GetChain()].contains(c, c.GetLevel()) {
+		h.badFreeCells[c.GetChain()].remove(c, c.GetLevel())
+	}
+	if c.GetVirtualCell() == nil {
+		// parent of c must have been bound to a virtual cell
+		vc := getUnboundVirtualCell(c.GetParent().(*PhysicalCell).GetVirtualCell().GetChildren())
+		c.SetVirtualCell(vc)
+		vc.SetPhysicalCell(c)
+		klog.Infof("Virtual cell %v is bound to physical cell %v", vc.GetAddress(), c.GetAddress())
+	}
+	for _, child := range c.GetChildren() {
+		if pc := child.(*PhysicalCell); !pc.IsHealthy() {
+			h.allocateBadCell(pc)
+		}
+	}
+}
+
+// releasePreassignedCell releases a physical cell allocated to a preassigned virtual cell, adds the physical cell
+// back to the free cell list, and track the cell usages for safety and doomed bad cell check.
+func (h *HivedAlgorithm) releasePreassignedCell(c *PhysicalCell, vcn api.VirtualClusterName, doomedBad bool) {
+	chain := c.GetChain()
+	level := c.GetLevel()
+	h.vcFreeCellNum[vcn][chain][level]++
+	h.allVCFreeCellNum[chain][level]++
+	h.totalLeftCellNum[chain][level]++
+	mergeLevelUpTo := h.addCellToFreeList(c)
+
+	parent := c.GetParent()
+	for l := level + 1; l <= mergeLevelUpTo; l++ {
+		h.totalLeftCellNum[chain][l]++
+		if !parent.(*PhysicalCell).IsHealthy() {
+			h.badFreeCells[chain][l] = append(h.badFreeCells[chain][l], parent)
+		} else {
+			h.tryUnbindDoomedBadCell(chain, l)
+		}
+		parent = parent.GetParent()
+	}
+	if !c.IsHealthy() {
+		h.releaseBadCell(c)
+		if !doomedBad {
+			h.tryBindDoomedBadCell(chain, level)
+		}
+	} else {
+		h.tryUnbindDoomedBadCell(chain, level)
+	}
+	numToAdd := int32(len(c.GetChildren()))
+	for l := level - 1; l >= lowestLevel; l-- {
+		h.totalLeftCellNum[chain][l] += numToAdd
+		if !doomedBad {
+			h.tryUnbindDoomedBadCell(chain, l)
+		}
+		numToAdd *= int32(len(h.fullCellList[chain][l][0].GetChildren()))
+	}
+}
+
+// releaseBadCell releases a bad free physical cell, and then unbinds its bad children recursively.
+func (h *HivedAlgorithm) releaseBadCell(c *PhysicalCell) {
+	h.badFreeCells[c.GetChain()][c.GetLevel()] = append(h.badFreeCells[c.GetChain()][c.GetLevel()], c)
+	if vc := c.GetVirtualCell(); vc != nil {
+		c.SetVirtualCell(nil)
+		vc.SetPhysicalCell(nil)
+		klog.Infof("Virtual cell %v is unbound from physical cell %v", vc.GetAddress(), c.GetAddress())
+	}
+	for _, child := range c.GetChildren() {
+		if pc := child.(*PhysicalCell); !pc.IsHealthy() {
+			h.releaseBadCell(pc)
+		}
+	}
+}
+
+// removeCellFromFreeList removes a cell from the free cell list and splits its parent recursively if needed.
+func (h *HivedAlgorithm) removeCellFromFreeList(c *PhysicalCell) (splitLevelUpTo CellLevel) {
+	chain := c.GetChain()
+	for terminate := false; ; {
+		l := c.GetLevel()
+		parent := c.GetParent()
+		if parent != nil {
+			pp := parent.(*PhysicalCell)
+			if pp.IsSplit() {
+				terminate = true
+			} else {
+				h.freeCellList[chain][l] = append(h.freeCellList[chain][l], pp.GetChildren()...)
+				pp.SetSplit(true)
+			}
+		} else {
+			terminate = true
+		}
+		h.freeCellList[chain].remove(c, l)
+		klog.Infof("Cell %v (type %v) removed from free cell list", c.GetAddress(), h.cellTypes[chain][l])
+		if terminate {
+			return l
+		} else {
+			c = parent.(*PhysicalCell)
+		}
+	}
+}
+
+// addCellToFreeList adds a cell to the free cell list and merges its buddies recursively if needed.
+func (h *HivedAlgorithm) addCellToFreeList(c *PhysicalCell) (mergeLevelUpTo CellLevel) {
+	chain := c.GetChain()
+	for terminate := false; ; {
+		l := c.GetLevel()
+		parent := c.GetParent()
+		if parent != nil {
+			allBuddyFree := true
+			for _, buddy := range parent.GetChildren() {
+				if !CellEqual(buddy, c) && !h.freeCellList[chain].contains(buddy, l) {
+					allBuddyFree = false
+					break
+				}
+			}
+			if !allBuddyFree {
+				terminate = true
+			} else {
+				for _, buddy := range parent.GetChildren() {
+					if !CellEqual(buddy, c) {
+						h.freeCellList[chain].remove(buddy, l)
+						klog.Infof("Cell %v (type %v) removed from free cell list",
+							buddy.GetAddress(), h.cellTypes[chain][l])
+					}
+				}
+				parent.(*PhysicalCell).SetSplit(false)
+			}
+		} else {
+			terminate = true
+		}
+		if terminate {
+			h.freeCellList[chain][l] = append(h.freeCellList[chain][l], c)
+			return l
+		} else {
+			c = parent.(*PhysicalCell)
+		}
+	}
+}
diff --git a/src/hivedscheduler/src/pkg/algorithm/hived_algorithm_test.go b/src/hivedscheduler/src/pkg/algorithm/hived_algorithm_test.go
new file mode 100644
index 00000000..f2c9f88d
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/hived_algorithm_test.go
@@ -0,0 +1,1149 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+	"net/http"
+	"sort"
+	"testing"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"github.com/microsoft/hivedscheduler/pkg/internal"
+	core "k8s.io/api/core/v1"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+)
+
+var allPods = map[string]*core.Pod{}
+
+var _ = func() bool {
+	testing.Init()
+	return true
+}()
+
+func init() {
+	common.InitAll()
+	for i := 1; i <= len(pss); i++ {
+		podName := fmt.Sprintf("pod%v", i)
+		allPods[podName] = &core.Pod{
+			ObjectMeta: meta.ObjectMeta{
+				Name:        podName,
+				Namespace:   "test",
+				UID:         types.UID(podName),
+				Annotations: map[string]string{},
+			},
+		}
+	}
+}
+
+var allNodes []string
+
+func initNodes(h *HivedAlgorithm) {
+	for _, ccl := range h.fullCellList {
+		for _, c := range ccl[CellLevel(len(ccl))] {
+			allNodes = append(allNodes, c.(*PhysicalCell).nodes...)
+		}
+	}
+}
+
+var group1, group2, group3, group4, group5, group6, group7, group8, group9, group10, group11, group12, group13, group14,
+	group15, group16, group17, group18, group19, group20, group21, group22, group23, group24, group25, group26, group27,
+	group28, group29, group30, group31, group32, group33, group34 = &api.AffinityGroupSpec{
+	Name:    "group1",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 1}},
+}, &api.AffinityGroupSpec{
+	Name:    "group2",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 1}},
+}, &api.AffinityGroupSpec{
+	Name:    "group3",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 8}},
+}, &api.AffinityGroupSpec{
+	Name:    "group4",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 1}},
+}, &api.AffinityGroupSpec{
+	Name:    "group5",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group6",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 1}},
+}, &api.AffinityGroupSpec{
+	Name:    "group7",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 3, LeafCellNumber: 8}},
+}, &api.AffinityGroupSpec{
+	Name:    "group8",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 8}},
+}, &api.AffinityGroupSpec{
+	Name:    "group9",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 7}, {PodNumber: 1, LeafCellNumber: 5}},
+}, &api.AffinityGroupSpec{
+	Name:    "group10",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 1}},
+}, &api.AffinityGroupSpec{
+	Name:    "group11",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group12",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group13",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group14",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group15",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 2}},
+}, &api.AffinityGroupSpec{
+	Name:    "group16",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 2}},
+}, &api.AffinityGroupSpec{
+	Name:    "group17",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 2}},
+}, &api.AffinityGroupSpec{
+	Name:    "group18",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group19",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group20",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group21",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group22",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group23",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group24",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group25",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group26",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group27",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 2, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group28",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group29",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 4, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group30",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group31",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group32",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group33",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}, &api.AffinityGroupSpec{
+	Name:    "group34",
+	Members: []api.AffinityGroupMemberSpec{{PodNumber: 1, LeafCellNumber: 16}},
+}
+
+var pss = map[types.UID]api.PodSchedulingSpec{
+	"pod1": {
+		VirtualCluster:       "VC1",
+		Priority:             0,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group1,
+	}, "pod2": { // buddy of pod1
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group2,
+	}, "pod3": { // non-buddy of pod 1 & 2 (avoidance of preemption)
+		VirtualCluster:       "VC1",
+		Priority:             2,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       8,
+		AffinityGroup:        group3,
+	}, "pod4": { // opportunistic pod (will stay away from the guaranteed pods)
+		VirtualCluster:       "VC1",
+		Priority:             -1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group4,
+	}, "pod5": { // use pinned cell
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group5,
+	}, "pod6": { // use pinned cell
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group5,
+	}, "pod7": { // insufficient VC cells; should return PodWaitInfo
+		VirtualCluster:       "VC2",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX1-P100",
+		LeafCellNumber:       8,
+		AffinityGroup:        group7,
+	}, "pod8": { // any leaf cell type; heterogeneous affinity group
+		VirtualCluster:       "VC2",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "",
+		LeafCellNumber:       7,
+		AffinityGroup:        group9,
+	}, "pod9": { // any leaf cell type; heterogeneous affinity group
+		VirtualCluster:       "VC2",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "",
+		LeafCellNumber:       5,
+		AffinityGroup:        group9,
+	}, "pod10": { // use a leaf cell type that the VC does not have; should User Error Panic
+		VirtualCluster:       "VC2",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group6,
+	}, "pod11": { // invalid affinity group configuration
+		VirtualCluster:       "VC2",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX1-P100",
+		LeafCellNumber:       2,
+		AffinityGroup:        group8,
+	}, "pod12": { // invalid affinity group configuration
+		VirtualCluster:       "VC2",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX1-P100",
+		LeafCellNumber:       2,
+		AffinityGroup:        group8,
+	}, "pod13": { // invalid VC
+		VirtualCluster:       "surprise!",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX1-P100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group10,
+	}, "pod14": { // invalid pinned cell
+		VirtualCluster:       "VC2",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "surprise!",
+		LeafCellType:         "DGX1-P100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group10,
+	}, "pod15": { // invalid priority
+		VirtualCluster:       "VC2",
+		Priority:             1001,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX1-P100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group10,
+	}, "pod16": { // trigger preemption
+		VirtualCluster:       "VC1",
+		Priority:             2,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group11,
+	}, "pod17": { // trigger preemption
+		VirtualCluster:       "VC1",
+		Priority:             2,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group11,
+	}, "pod18": { // used for test splitting physical cell hierarchies in reconfiguration
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group12,
+	}, "pod19": { // used for test splitting physical cell hierarchies in reconfiguration
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group12,
+	}, "pod20": { // guaranteed pod in splitting physical cell hierarchies
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group13,
+	}, "pod21": { // guaranteed pod in splitting physical cell hierarchies
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group13,
+	}, "pod22": { // opportunistic pod in splitting physical cell hierarchies
+		VirtualCluster:       "VC1",
+		Priority:             -1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group14,
+	}, "pod23": { // opportunistic pod in splitting physical cell hierarchies
+		VirtualCluster:       "VC1",
+		Priority:             -1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group14,
+	}, "pod24": { // used for triggering intra-VC preemption
+		VirtualCluster:       "VC2",
+		Priority:             0,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "CT1",
+		LeafCellNumber:       2,
+		AffinityGroup:        group15,
+	}, "pod25": { // trigger intra-VC preemption
+		VirtualCluster:       "VC2",
+		Priority:             1,
+		LazyPreemptionEnable: false,
+		PinnedCellId:         "",
+		LeafCellType:         "CT1",
+		LeafCellNumber:       2,
+		AffinityGroup:        group16,
+	}, "pod26": { // will preempt pod25 immediately (as lazy preemption is not enabled)
+		VirtualCluster:       "VC2",
+		Priority:             2,
+		LazyPreemptionEnable: false,
+		PinnedCellId:         "",
+		LeafCellType:         "CT1",
+		LeafCellNumber:       2,
+		AffinityGroup:        group17,
+	}, "pod27": { // will be rejected because one of the pod in this group is allocated a non-suggested node
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: false,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group18,
+	}, "pod28": { // used for stateful preemption test
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: false,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group19,
+	}, "pod29": { // will try to preempt pod28
+		VirtualCluster:       "VC1",
+		Priority:             2,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group20,
+	}, "pod30": { // cannot get scheduled because pod28's still holding the resource
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group21,
+	}, "pod31": { // will try to preempt pod28, and will be scheduled to a different node from pod29
+		VirtualCluster:       "VC1",
+		Priority:             2,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group22,
+	}, "pod32": { // cannot get scheduled because VC1-YQW-DGX2 has been used up by pod29 and pod31
+		VirtualCluster:       "VC1",
+		Priority:             2,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group23,
+	}, "pod33": { // will cancel pod29 and pod31's preemption, and continue to preempt pod28
+		VirtualCluster:       "VC1",
+		Priority:             3,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group24,
+	}, "pod34": { // will cancel pod33's preemption, and get scheduled immediately (because pod28 has been deleted)
+		VirtualCluster:       "VC1",
+		Priority:             4,
+		LazyPreemptionEnable: false,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group25,
+	}, "pod35": { // will preempt pod34, and will be deleted before the preemption is done (so the preemption will be canceled)
+		VirtualCluster:       "VC1",
+		Priority:             5,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group26,
+	}, "pod36": { // will iterate the leaf cell types until find a placement within suggested nodes
+		VirtualCluster:       "VC1",
+		Priority:             -1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "",
+		LeafCellNumber:       1,
+		AffinityGroup:        group1,
+	}, "pod37": { // used for test aware of suggested nodes in VC
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group1,
+	}, "pod38": { // used for test aware of suggested nodes in VC
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "VC1-YQW-DGX2",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       1,
+		AffinityGroup:        group2,
+	}, "pod39": { // used for triggering backtrack cell search
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group27,
+	}, "pod40": { // backtrack cell search
+		VirtualCluster:       "VC1",
+		Priority:             1,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group28,
+	}, "pod41": { // revert lazy preemption in backtrack cell search
+		VirtualCluster:       "VC1",
+		Priority:             2,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group29,
+	}, "pod42": { // doomed bad cell test
+		VirtualCluster:       "VC1",
+		Priority:             0,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group30,
+	}, "pod43": { // doomed bad cell test
+		VirtualCluster:       "VC2",
+		Priority:             0,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group31,
+	}, "pod44": { // safe relaxed buddy allocate for bad node test
+		VirtualCluster:       "VC1",
+		Priority:             0,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group32,
+	}, "pod45": { // safe relaxed buddy allocate for bad node test
+		VirtualCluster:       "VC1",
+		Priority:             0,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group33,
+	}, "pod46": { // safe relaxed buddy allocate safety test
+		VirtualCluster:       "VC1",
+		Priority:             0,
+		LazyPreemptionEnable: true,
+		PinnedCellId:         "",
+		LeafCellType:         "DGX2-V100",
+		LeafCellNumber:       16,
+		AffinityGroup:        group34,
+	},
+}
+
+var casesThatShouldSucceed = []string{
+	"pod1", "pod2", "pod3", "pod4", "pod5", "pod6", "pod7", "pod8", "pod9", "pod16", "pod17", "pod18", "pod19", "pod20",
+	"pod21", "pod22", "pod23", "pod24", "pod25",
+}
+
+var casesThatShouldFail = [][]string{
+	{"pod10"}, {"pod11", "pod12"}, {"pod13"}, {"pod14"}, {"pod15"},
+}
+
+var casesThatShouldBeLazyPreempted = []string{
+	"pod8", "pod9", "pod20", "pod21", "pod24",
+}
+
+var casesForStatefulPreemption = []string{
+	"pod28", "pod29", "pod30", "pod31", "pod32", "pod33", "pod34", "pod35",
+}
+
+type result struct {
+	node              string
+	leafCellIsolation []int32
+}
+
+var expectedBindInfos = map[string]result{
+	"pod1":  {node: "0.0.1.0", leafCellIsolation: []int32{0}},
+	"pod2":  {node: "0.0.1.0", leafCellIsolation: []int32{1}},
+	"pod3":  {node: "0.0.1.0", leafCellIsolation: []int32{8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod4":  {node: "0.0.5.0", leafCellIsolation: []int32{0}},
+	"pod5":  {node: "0.0.3.0", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod6":  {node: "0.0.3.1", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod8":  {node: "1.0.0.0", leafCellIsolation: []int32{1, 3, 4, 7, 0, 2, 6}},
+	"pod9":  {node: "1.0.0.2", leafCellIsolation: []int32{0, 1, 2, 3, 4}},
+	"pod18": {node: "0.0.3.2", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod19": {node: "0.0.3.3", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod20": {node: "0.0.4.0", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod21": {node: "0.0.4.1", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod22": {node: "0.0.4.2", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod23": {node: "0.0.4.3", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod24": {node: "0.0.0.1", leafCellIsolation: []int32{0, 1}},
+	"pod25": {node: "0.0.0.0", leafCellIsolation: []int32{0, 1}},
+	"pod28": {node: "0.0.3.0", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod34": {node: "0.0.3.0", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod36": {node: "0.0.1.0", leafCellIsolation: []int32{0}},
+	"pod37": {node: "0.0.3.0", leafCellIsolation: []int32{0}},
+	"pod38": {node: "0.0.3.1", leafCellIsolation: []int32{0}},
+	"pod39": {node: "0.0.3.2", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod40": {node: "0.0.4.3", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod44": {node: "0.0.3.2", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+	"pod45": {node: "0.0.4.2", leafCellIsolation: []int32{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15}},
+}
+
+var expectedPreemptInfos = map[string]common.Set{
+	"pod16": common.NewSet("pod5", "pod6"),
+	"pod17": common.NewSet("pod5", "pod6"),
+	"pod26": common.NewSet("pod25"),
+	"pod29": common.NewSet("pod28"),
+	"pod31": common.NewSet("pod28"),
+	"pod33": common.NewSet("pod28"),
+	"pod35": common.NewSet("pod34"),
+}
+
+var deletedPreemptorGroups = map[string][]string{
+	"pod33": {"group20", "group22"},
+	"pod34": {"group24"},
+	"pod35": {"group26"},
+}
+
+var allocatedPods []*core.Pod
+var preemptingPods []*core.Pod
+
+func TestHivedAlgorithm(t *testing.T) {
+	configFilePath := "../../example/config/design/hivedscheduler.yaml"
+	sConfig := api.NewConfig(api.InitRawConfig(&configFilePath))
+	h := NewHivedAlgorithm(sConfig)
+	initNodes(h)
+	// sort chains of each leaf cell type for stability of the test
+	for _, chains := range h.cellChains {
+		sortChains(chains)
+	}
+	setHealthyNodes(h)
+
+	printConfig(t, h)
+	testNormalOperations(t, h)
+	testSuggestedNodes(t, configFilePath)
+	testStatefulPreemption(t, configFilePath)
+	testBadNodes(t, configFilePath)
+	testSafeRelaxedBuddyAlloc(t, configFilePath)
+	testReconfiguration(t, configFilePath)
+	testInvalidInitialAssignment(t, sConfig)
+}
+
+func sortChains(chains []CellChain) {
+	var chainsTemp []string
+	for _, c := range chains {
+		chainsTemp = append(chainsTemp, string(c))
+	}
+	sort.Strings(chainsTemp)
+	for i := range chains {
+		chains[i] = CellChain(chainsTemp[len(chainsTemp)-i-1])
+	}
+}
+
+func setHealthyNodes(h *HivedAlgorithm) {
+	for _, ccl := range h.fullCellList {
+		for _, c := range ccl[CellLevel(len(ccl))] {
+			nodes, _ := c.(*PhysicalCell).GetPhysicalPlacement()
+			for _, n := range nodes {
+				h.setHealthyNode(n)
+			}
+		}
+	}
+}
+
+func printConfig(t *testing.T, h *HivedAlgorithm) {
+	for chain, ccl := range h.fullCellList {
+		t.Logf("%v", chain)
+		t.Logf("%v", ccl)
+	}
+	for vc, vcs := range h.vcSchedulers {
+		t.Logf("%v", vc)
+		for chain, ccl := range vcs.getNonPinnedFullCellList() {
+			t.Logf("%v", chain)
+			t.Logf("%v", ccl)
+		}
+		t.Logf("Pinned cells")
+		for pid, ccl := range vcs.getPinnedCells() {
+			t.Logf("%s", string(pid))
+			t.Logf("%v", ccl)
+		}
+	}
+	for leafCellType, chains := range h.cellChains {
+		t.Logf("%v: %v", leafCellType, chains)
+	}
+}
+
+func testNormalOperations(t *testing.T, h *HivedAlgorithm) {
+	testCasesThatShouldSucceed(t, h)
+	testCasesThatShouldFail(t, h)
+	testDeletePods(t, h)
+}
+
+func testCasesThatShouldSucceed(t *testing.T, h *HivedAlgorithm) {
+	allocatedPods = []*core.Pod{}
+	preemptingPods = []*core.Pod{}
+	var psr internal.PodScheduleResult
+	for _, podName := range casesThatShouldSucceed {
+		pod := allPods[podName]
+		pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+		psr = h.Schedule(pod, allNodes, internal.PreemptingPhase)
+		compareSchedulingResult(t, pod, psr)
+		if psr.PodBindInfo != nil {
+			allocatedPod := internal.NewBindingPod(pod, psr.PodBindInfo)
+			h.AddAllocatedPod(allocatedPod)
+			allocatedPods = append(allocatedPods, allocatedPod)
+		} else if psr.PodPreemptInfo != nil {
+			preemptingPods = append(preemptingPods, pod)
+		}
+	}
+}
+
+func testOneCaseThatShouldFail(t *testing.T, h *HivedAlgorithm, podNames []string) {
+	defer func() {
+		if r := recover(); r != nil {
+			if err, ok := r.(*api.WebServerError); ok &&
+				err.Code >= http.StatusBadRequest &&
+				err.Code < http.StatusInternalServerError {
+				t.Logf("Got User Error Panic as expected: %v", err)
+			} else {
+				t.Errorf("Expected User Error Panic, but got %v", r)
+			}
+		} else {
+			t.Errorf("Expected User Error Panic, but got none")
+		}
+	}()
+	var psr internal.PodScheduleResult
+	for _, podName := range podNames {
+		pod := allPods[podName]
+		pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+		psr = h.Schedule(pod, allNodes, internal.PreemptingPhase)
+		allocatedPod := internal.NewBindingPod(pod, psr.PodBindInfo)
+		h.AddAllocatedPod(allocatedPod)
+		allocatedPods = append(allocatedPods, allocatedPod)
+	}
+}
+
+func testCasesThatShouldFail(t *testing.T, h *HivedAlgorithm) {
+	for _, pods := range casesThatShouldFail {
+		testOneCaseThatShouldFail(t, h, pods)
+	}
+}
+
+func testDeletePods(t *testing.T, h *HivedAlgorithm) {
+	for i := len(allocatedPods) - 1; i >= 0; i-- {
+		h.DeleteAllocatedPod(allocatedPods[i])
+	}
+	for _, pod := range allocatedPods {
+		if g, ok := h.affinityGroups[pss[pod.UID].AffinityGroup.Name]; ok {
+			t.Errorf("Group %v is expected to be deleted in scheduler, but not", g.name)
+		}
+	}
+	for i := len(preemptingPods) - 1; i >= 0; i-- {
+		h.DeleteUnallocatedPod(preemptingPods[i])
+	}
+	for _, pod := range preemptingPods {
+		if g, ok := h.affinityGroups[pss[pod.UID].AffinityGroup.Name]; ok {
+			t.Errorf("Group %v is expected to be deleted in scheduler, but not", g.name)
+		}
+	}
+}
+
+func testSuggestedNodes(t *testing.T, configFilePath string) {
+	sConfig := api.NewConfig(api.InitRawConfig(&configFilePath))
+	h := NewHivedAlgorithm(sConfig)
+	for _, chains := range h.cellChains {
+		sortChains(chains)
+	}
+	setHealthyNodes(h)
+	pod := allPods["pod36"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr := h.Schedule(pod, []string{"0.0.1.0"}, internal.PreemptingPhase)
+	compareSchedulingResult(t, pod, psr)
+
+	pod = allPods["pod37"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, []string{"0.0.3.0"}, internal.PreemptingPhase)
+	compareSchedulingResult(t, pod, psr)
+	allocatedPod := internal.NewBindingPod(pod, psr.PodBindInfo)
+	h.AddAllocatedPod(allocatedPod)
+	pod = allPods["pod38"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, []string{"0.0.3.1"}, internal.PreemptingPhase)
+	compareSchedulingResult(t, pod, psr)
+	h.DeleteAllocatedPod(allocatedPod)
+
+	var nodes []string
+	for _, node := range allNodes {
+		if node != "0.0.3.1" {
+			nodes = append(nodes, node)
+		}
+	}
+	pod = allPods["pod27"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, nodes, internal.PreemptingPhase)
+	compareSchedulingResult(t, pod, psr)
+	nodes = append(nodes, "0.0.3.1")
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	// this time scheduling will succeed
+	psr = h.Schedule(pod, nodes, internal.PreemptingPhase)
+	h.AddAllocatedPod(internal.NewBindingPod(pod, psr.PodBindInfo))
+	pod = allPods["pod33"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, nodes, internal.FilteringPhase)
+	// group should not be preempting because this is Filtering phase
+	if g := h.affinityGroups[pss[pod.UID].AffinityGroup.Name]; g != nil {
+		t.Errorf("Group %v should not exist but it does", g.name)
+	}
+	psr = h.Schedule(pod, nodes[:len(nodes)-1], internal.PreemptingPhase)
+	// group should not be preempting because the placement is not fully within Preempting-phase suggested nodes
+	if g := h.affinityGroups[pss[pod.UID].AffinityGroup.Name]; g != nil {
+		t.Errorf("Group %v should not exist but it does", g.name)
+	}
+	// this time group will be preempting
+	psr = h.Schedule(pod, nodes, internal.PreemptingPhase)
+	if g := h.affinityGroups[pss[pod.UID].AffinityGroup.Name]; g == nil {
+		t.Errorf("Group %v should be preempting but does not exist",
+			pss[pod.UID].AffinityGroup.Name)
+	} else if g.state != groupPreempting {
+		t.Errorf("Group %v should be in Preempting state but not", g.name)
+	}
+	psr = h.Schedule(pod, nodes[:len(nodes)-1], internal.PreemptingPhase)
+	// group should have been deleted because the placement is not within Preempting-phase suggested nodes
+	if g := h.affinityGroups[pss[pod.UID].AffinityGroup.Name]; g != nil {
+		t.Errorf("Group %v should have been deleted, but not", g.name)
+	}
+
+	// test backtracking search for cell binding
+	newConfig := api.NewConfig(api.InitRawConfig(&configFilePath))
+	(*newConfig.VirtualClusters)["VC1"].VirtualCells[0].CellNumber = 0
+	(*newConfig.VirtualClusters)["VC1"].VirtualCells[3].CellNumber = 3
+	h = NewHivedAlgorithm(newConfig)
+	for _, chains := range h.cellChains {
+		sortChains(chains)
+	}
+	setHealthyNodes(h)
+	pod = allPods["pod39"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, []string{"0.0.3.2", "0.0.3.3"}, internal.PreemptingPhase)
+	compareSchedulingResult(t, pod, psr)
+	h.AddAllocatedPod(internal.NewBindingPod(pod, psr.PodBindInfo))
+	pod = allPods["pod40"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, []string{"0.0.4.3"}, internal.PreemptingPhase)
+	compareSchedulingResult(t, pod, psr)
+	h.AddAllocatedPod(internal.NewBindingPod(pod, psr.PodBindInfo))
+	pod = allPods["pod41"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, []string{"0.0.3.2", "0.0.3.3", "0.0.4.3"}, internal.PreemptingPhase)
+	// the pod tries to lazy preempt group27 and group28, but is reverted
+	if g := h.affinityGroups["group27"]; g == nil {
+		t.Errorf("Group %v should be allocated but does not exist",
+			pss[pod.UID].AffinityGroup.Name)
+	} else if g.state != groupAllocated {
+		t.Errorf("Group %v should be in Allocated state but not", g.name)
+	}
+	if g := h.affinityGroups["group28"]; g == nil {
+		t.Errorf("Group %v should be allocated but does not exist",
+			pss[pod.UID].AffinityGroup.Name)
+	} else if g.state != groupAllocated {
+		t.Errorf("Group %v should be in Allocated state but not", g.name)
+	}
+}
+
+func testStatefulPreemption(t *testing.T, configFilePath string) {
+	sConfig := api.NewConfig(api.InitRawConfig(&configFilePath))
+	h := NewHivedAlgorithm(sConfig)
+	for _, chains := range h.cellChains {
+		sortChains(chains)
+	}
+	setHealthyNodes(h)
+	allocatedPods = []*core.Pod{}
+	var psr internal.PodScheduleResult
+	for _, podName := range casesForStatefulPreemption {
+		pod := allPods[podName]
+		pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+		psr = h.Schedule(pod, allNodes, internal.PreemptingPhase)
+		compareSchedulingResult(t, pod, psr)
+		if psr.PodBindInfo != nil {
+			allocatedPod := internal.NewBindingPod(pod, psr.PodBindInfo)
+			h.AddAllocatedPod(allocatedPod)
+			allocatedPods = append(allocatedPods, allocatedPod)
+		}
+		if podName == "pod33" {
+			h.DeleteAllocatedPod(allocatedPods[0])
+		}
+		if podName == "pod35" {
+			p := &groupPhysicalPlacement{}
+			*p = h.affinityGroups[pss[pod.UID].AffinityGroup.Name].physicalLeafCellPlacement
+			h.DeleteUnallocatedPod(pod)
+			// test correctness of preemption cancellation
+			for _, podPlacements := range *p {
+				for _, podLeafCells := range podPlacements {
+					for _, leafCell := range podLeafCells {
+						pLeafCell := leafCell.(*PhysicalCell)
+						if pLeafCell.GetState() == cellUsed {
+							if int32(pLeafCell.GetPriority()) != pss["pod34"].Priority {
+								t.Errorf("Cell %v's priority should be pod34's priority, but is %v",
+									pLeafCell.GetAddress(), pLeafCell.GetPriority())
+							}
+						} else if pLeafCell.GetState() != cellFree {
+							t.Errorf("Cell %v should be in Free state, but is %v",
+								pLeafCell.GetAddress(), pLeafCell.GetState())
+						}
+					}
+				}
+			}
+		}
+		if deletedGroups := deletedPreemptorGroups[podName]; deletedGroups != nil {
+			for _, g := range deletedGroups {
+				if _, ok := h.affinityGroups[g]; ok {
+					t.Errorf("Group %v is expected to be deleted in scheduler, but not", g)
+				}
+			}
+		}
+	}
+}
+
+func testBadNodes(t *testing.T, configFilePath string) {
+	sConfig := api.NewConfig(api.InitRawConfig(&configFilePath))
+	(*sConfig.VirtualClusters)["VC2"].VirtualCells[2].CellType = "3-DGX2-V100-NODE.DGX2-V100-NODE"
+	h := NewHivedAlgorithm(sConfig)
+	for _, chains := range h.cellChains {
+		sortChains(chains)
+	}
+	setHealthyNodes(h)
+	allocatedPods = []*core.Pod{}
+
+	pod := allPods["pod42"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr := h.Schedule(pod, []string{"0.0.2.0"}, internal.PreemptingPhase)
+	bindingPod := internal.NewBindingPod(pod, psr.PodBindInfo)
+	h.AddAllocatedPod(bindingPod)
+	allocatedPods = append(allocatedPods, bindingPod)
+	h.setBadNode("0.0.2.1")
+	for _, c := range h.vcSchedulers["VC1"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellBad {
+			t.Errorf(
+				"All free cells in VC1 chain 3-DGX2-V100-NODE should be healthy, but %v is bad", c.GetAddress())
+		}
+	}
+	for _, c := range h.vcSchedulers["VC2"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellBad {
+			t.Errorf(
+				"All free cells in VC2 chain 3-DGX2-V100-NODE should be healthy, but %v is bad", c.GetAddress())
+		}
+	}
+	pod = allPods["pod43"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, []string{"0.0.2.2"}, internal.PreemptingPhase)
+	bindingPod = internal.NewBindingPod(pod, psr.PodBindInfo)
+	h.AddAllocatedPod(bindingPod)
+	allocatedPods = append(allocatedPods, bindingPod)
+	for _, c := range h.vcSchedulers["VC1"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.GetPriority() == freePriority && c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellHealthy {
+			t.Errorf(
+				"All free cells in VC1 chain 3-DGX2-V100-NODE should be bad, but %v is healthy", c.GetAddress())
+		}
+	}
+	h.DeleteAllocatedPod(allocatedPods[1])
+	for _, c := range h.vcSchedulers["VC1"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellBad {
+			t.Errorf(
+				"All free cells in VC1 chain 3-DGX2-V100-NODE should be healthy, but %v is bad", c.GetAddress())
+		}
+	}
+	h.setBadNode("0.0.2.2")
+	for _, c := range h.vcSchedulers["VC1"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.GetPriority() == freePriority && c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellHealthy {
+			t.Errorf(
+				"All free cells in VC1 chain 3-DGX2-V100-NODE should be bad, but %v is healthy", c.GetAddress())
+		}
+	}
+	for _, c := range h.vcSchedulers["VC2"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.GetPriority() == freePriority && c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellHealthy {
+			t.Errorf(
+				"All free cells in VC2 chain 3-DGX2-V100-NODE should be bad, but %v is healthy", c.GetAddress())
+		}
+	}
+	h.setHealthyNode("0.0.2.2")
+	for _, c := range h.vcSchedulers["VC1"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellBad {
+			t.Errorf(
+				"All free cells in VC1 chain 3-DGX2-V100-NODE should be healthy, but %v is bad", c.GetAddress())
+		}
+	}
+	for _, c := range h.vcSchedulers["VC2"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellBad {
+			t.Errorf(
+				"All free cells in VC2 chain 3-DGX2-V100-NODE should be healthy, but %v is bad", c.GetAddress())
+		}
+	}
+	h.setBadNode("0.0.2.0")
+	h.setBadNode("0.0.2.2")
+	h.DeleteAllocatedPod(allocatedPods[0])
+	// after the pod is deleted from 0.0.2.0, the node should still be doomed bad
+	for _, c := range h.vcSchedulers["VC1"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellHealthy {
+			t.Errorf(
+				"All free cells in VC1 chain 3-DGX2-V100-NODE should be bad, but %v is healthy", c.GetAddress())
+		}
+	}
+	for _, c := range h.vcSchedulers["VC2"].getNonPinnedPreassignedCells()["3-DGX2-V100-NODE"][5] {
+		if c.(*VirtualCell).GetAPIStatus().CellHealthiness == api.CellHealthy {
+			t.Errorf(
+				"All free cells in VC2 chain 3-DGX2-V100-NODE should be bad, but %v is healthy", c.GetAddress())
+		}
+	}
+}
+
+func testSafeRelaxedBuddyAlloc(t *testing.T, configFilePath string) {
+	sConfig := api.NewConfig(api.InitRawConfig(&configFilePath))
+	(*sConfig.VirtualClusters)["VC1"].VirtualCells[0].CellNumber = 4
+	(*sConfig.VirtualClusters)["VC1"].VirtualCells[2].CellNumber = 0
+	(*sConfig.VirtualClusters)["VC1"].VirtualCells[3].CellNumber = 0
+	(*sConfig.VirtualClusters)["VC2"].VirtualCells[2].CellType = "4-DGX2-V100-NODE.2-DGX2-V100-NODE"
+	(*sConfig.VirtualClusters)["VC2"].VirtualCells[2].CellNumber = 1
+	h := NewHivedAlgorithm(sConfig)
+	for _, chains := range h.cellChains {
+		sortChains(chains)
+	}
+	setHealthyNodes(h)
+	allocatedPods = []*core.Pod{}
+
+	pod := allPods["pod44"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr := h.Schedule(pod, []string{"0.0.3.2", "0.0.3.3", "0.0.4.2", "0.0.4.3"}, internal.PreemptingPhase)
+	bindingPod := internal.NewBindingPod(pod, psr.PodBindInfo)
+	h.AddAllocatedPod(bindingPod)
+	allocatedPods = append(allocatedPods, bindingPod)
+	compareSchedulingResult(t, pod, psr)
+
+	h.setBadNode("0.0.3.3")
+	pod = allPods["pod45"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, []string{"0.0.3.2", "0.0.3.3", "0.0.4.2", "0.0.4.3"}, internal.PreemptingPhase)
+	if psr.PodBindInfo == nil {
+		t.Errorf("Cannot split higher level cells when requested level cell is bad")
+	}
+	bindingPod = internal.NewBindingPod(pod, psr.PodBindInfo)
+	h.AddAllocatedPod(bindingPod)
+	allocatedPods = append(allocatedPods, bindingPod)
+	compareSchedulingResult(t, pod, psr)
+
+	h.setBadNode("0.0.4.3")
+	pod = allPods["pod46"]
+	pod.Annotations[api.AnnotationKeyPodSchedulingSpec] = common.ToYaml(pss[pod.UID])
+	psr = h.Schedule(pod, []string{"0.0.3.2", "0.0.3.3", "0.0.4.0", "0.0.4.1", "0.0.4.2", "0.0.4.3"}, internal.PreemptingPhase)
+	compareSchedulingResult(t, pod, psr)
+}
+
+func testReconfiguration(t *testing.T, configFilePath string) {
+	oldConfig := api.NewConfig(api.InitRawConfig(&configFilePath))
+	h := NewHivedAlgorithm(oldConfig)
+	for _, chains := range h.cellChains {
+		sortChains(chains)
+	}
+	setHealthyNodes(h)
+	testCasesThatShouldSucceed(t, h)
+
+	newConfig := api.InitRawConfig(&configFilePath)
+	// case: shorten cell chain
+	(*newConfig.PhysicalCluster).CellTypes["DGX2-V100-NODE"] = api.CellTypeSpec{
+		ChildCellType:   "DGX2-V100",
+		ChildCellNumber: 16,
+		IsNodeLevel:     true,
+	}
+	newConfig = api.NewConfig(newConfig)
+	// case: physical cell not found
+	(*newConfig.PhysicalCluster).PhysicalCells[7].CellChildren[0].CellChildren[0].CellAddress = "0.0.3.100"
+	// case: insufficient VC cells
+	(*newConfig.VirtualClusters)["VC2"].VirtualCells[0].CellNumber = 1
+	// case: physical cells are split to smaller ones in the spec so that
+	// they cannot be bound to the virtual cells previously allocated
+	originalCell := (*newConfig.PhysicalCluster).PhysicalCells[8]
+	(*newConfig.PhysicalCluster).PhysicalCells[8] = originalCell.CellChildren[0].CellChildren[0]
+	(*newConfig.PhysicalCluster).PhysicalCells = append((*newConfig.PhysicalCluster).PhysicalCells, originalCell.CellChildren[0].CellChildren[1])
+	(*newConfig.PhysicalCluster).PhysicalCells = append((*newConfig.PhysicalCluster).PhysicalCells, originalCell.CellChildren[1].CellChildren[0])
+	(*newConfig.PhysicalCluster).PhysicalCells = append((*newConfig.PhysicalCluster).PhysicalCells, originalCell.CellChildren[1].CellChildren[1])
+	originalCell.CellChildren[0].CellChildren[0].CellAddress = "0.0.4.100"
+	originalCell.CellChildren[0].CellChildren[1].CellAddress = "0.0.4.101"
+	originalCell.CellChildren[1].CellChildren[0].CellAddress = "0.0.4.102"
+	originalCell.CellChildren[1].CellChildren[1].CellAddress = "0.0.4.103"
+	(*newConfig.PhysicalCluster).PhysicalCells = append((*newConfig.PhysicalCluster).PhysicalCells, originalCell)
+
+	h = NewHivedAlgorithm(newConfig)
+	for _, chains := range h.cellChains {
+		sortChains(chains)
+	}
+	setHealthyNodes(h)
+	for _, pod := range allocatedPods {
+		h.AddAllocatedPod(pod)
+	}
+	for _, podName := range casesThatShouldBeLazyPreempted {
+		pod := allPods[podName]
+		g := h.affinityGroups[pss[pod.UID].AffinityGroup.Name]
+		if g.virtualLeafCellPlacement != nil {
+			t.Errorf("Group %v is expected to be lazy preempted, but not", g.name)
+		}
+	}
+	testDeletePods(t, h)
+}
+
+func testInvalidInitialAssignment(t *testing.T, sConfig *api.Config) {
+	defer func() {
+		if err := recover(); err != nil {
+			t.Logf("Initial assignment validation failed as expected: %v", err)
+		} else {
+			t.Errorf("Expected error in initial assignment validation, but got none")
+		}
+	}()
+	(*sConfig.VirtualClusters)["VC1"].VirtualCells[0].CellType = "CT1-NODE"
+	(*sConfig.VirtualClusters)["VC1"].VirtualCells[1].CellType = "CT1-NODE.CT1"
+	(*sConfig.VirtualClusters)["VC1"].VirtualCells[1].CellNumber = 2
+	NewHivedAlgorithm(sConfig)
+}
+
+func compareLeafCellIsolation(a []int32, b []int32) bool {
+	if len(a) == len(b) {
+		for i := 0; i < len(a); i++ {
+			if a[i] != b[i] {
+				return false
+			}
+		}
+		return true
+	}
+	return false
+}
+
+func containsPods(a []*core.Pod, b common.Set) bool {
+	for _, p := range a {
+		if !b.Contains(p.Name) {
+			return false
+		}
+	}
+	return true
+}
+
+func compareSchedulingResult(t *testing.T, pod *core.Pod, psr internal.PodScheduleResult) {
+	if expected, ok := expectedBindInfos[pod.Name]; !ok {
+		if psr.PodBindInfo != nil {
+			t.Errorf("[%v]: wrong pod scheduling result: expected empty, but got %v:%v",
+				internal.Key(pod), psr.PodBindInfo.Node, psr.PodBindInfo.LeafCellIsolation)
+		}
+		if !expectedPreemptInfos[pod.Name].IsEmpty() && !containsPods(psr.PodPreemptInfo.VictimPods, expectedPreemptInfos[pod.Name]) {
+			t.Errorf("[%v]: wrong preempt victims: expected %v, but got %v",
+				internal.Key(pod), expectedPreemptInfos[pod.Name], psr.PodPreemptInfo.VictimPods)
+		}
+	} else if psr.PodBindInfo.Node != expected.node ||
+		!compareLeafCellIsolation(psr.PodBindInfo.LeafCellIsolation, expected.leafCellIsolation) {
+		t.Errorf("[%v]: wrong pod bind info: expected %v:%v, but got %v:%v",
+			internal.Key(pod), expected.node, expected.leafCellIsolation, psr.PodBindInfo.Node, psr.PodBindInfo.LeafCellIsolation)
+	}
+}
diff --git a/src/hivedscheduler/src/pkg/algorithm/intra_vc_scheduler.go b/src/hivedscheduler/src/pkg/algorithm/intra_vc_scheduler.go
new file mode 100644
index 00000000..0c91534d
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/intra_vc_scheduler.go
@@ -0,0 +1,117 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"k8s.io/klog"
+)
+
+// intraVCScheduler is an interface for scheduling pods inside a VC.
+// It stores two maps of ChainCellList, one for pinned cells, the other for non-pinned ones.
+// It should be able to return a set of leaf cell placements in the VC for a scheduling request.
+type intraVCScheduler interface {
+	getNonPinnedFullCellList() map[CellChain]ChainCellList
+	getNonPinnedPreassignedCells() map[CellChain]ChainCellList
+	getPinnedCells() map[api.PinnedCellId]ChainCellList
+
+	// Schedule an affinity group inside a VC. We use topologyAwareScheduler by default.
+	schedule(schedulingRequest) (groupVirtualPlacement, string)
+}
+
+type defaultIntraVCScheduler struct {
+	nonPinnedFullCellList     map[CellChain]ChainCellList
+	nonPinnedPreassignedCells map[CellChain]ChainCellList
+	pinnedCells               map[api.PinnedCellId]ChainCellList
+	// Currently we create a topologyAwareScheduler for each cluster view (each chain, each pinned cell).
+	// We plan to support multiple cluster views in one scheduler, and to support schedule pods
+	// across different cluster views.
+	// TODO: Support an affinity group can relax to be allocated across multiple chains.
+	nonPinnedCellSchedulers map[CellChain]*topologyAwareScheduler
+	pinnedCellSchedulers    map[api.PinnedCellId]*topologyAwareScheduler
+}
+
+func newDefaultIntraVCScheduler(
+	nonPinnedFullList map[CellChain]ChainCellList,
+	nonPinnedFreeList map[CellChain]ChainCellList,
+	pinnedList map[api.PinnedCellId]ChainCellList,
+	leafCellNums map[CellChain]map[CellLevel]int32) *defaultIntraVCScheduler {
+
+	snr := map[CellChain]*topologyAwareScheduler{}
+	sr := map[api.PinnedCellId]*topologyAwareScheduler{}
+	for chain, ccl := range nonPinnedFullList {
+		snr[chain] = NewTopologyAwareScheduler(ccl, leafCellNums[chain], true)
+	}
+	for pid, ccl := range pinnedList {
+		sr[pid] = NewTopologyAwareScheduler(ccl, leafCellNums[ccl[CellLevel(1)][0].GetChain()], true)
+	}
+	return &defaultIntraVCScheduler{
+		nonPinnedFullCellList:     nonPinnedFullList,
+		nonPinnedPreassignedCells: nonPinnedFreeList,
+		pinnedCells:               pinnedList,
+		nonPinnedCellSchedulers:   snr,
+		pinnedCellSchedulers:      sr,
+	}
+}
+
+func (s *defaultIntraVCScheduler) getNonPinnedFullCellList() map[CellChain]ChainCellList {
+	return s.nonPinnedFullCellList
+}
+
+func (s *defaultIntraVCScheduler) getNonPinnedPreassignedCells() map[CellChain]ChainCellList {
+	return s.nonPinnedPreassignedCells
+}
+
+func (s *defaultIntraVCScheduler) getPinnedCells() map[api.PinnedCellId]ChainCellList {
+	return s.pinnedCells
+}
+
+func (s *defaultIntraVCScheduler) schedule(
+	sr schedulingRequest) (
+	placement groupVirtualPlacement,
+	failedReason string) {
+
+	scheduler := s.nonPinnedCellSchedulers[sr.chain]
+	str := fmt.Sprintf("chain %v", sr.chain)
+	if sr.pinnedCellId != "" {
+		scheduler = s.pinnedCellSchedulers[sr.pinnedCellId]
+		str = fmt.Sprintf("pinned cell %v", sr.pinnedCellId)
+	}
+	klog.Infof("Processing scheduling request in VC %v: %v, leaf cell numbers %v, priority %v",
+		sr.vc, str, common.ToJson(sr.affinityGroupPodNums), sr.priority)
+	if scheduler != nil {
+		placement, failedReason = scheduler.Schedule(
+			sr.affinityGroupPodNums,
+			sr.priority,
+			sr.suggestedNodes,
+			sr.ignoreSuggestedNodes)
+	}
+	if placement == nil {
+		return nil, fmt.Sprintf("%v when scheduling in VC %v", failedReason, sr.vc)
+	}
+	klog.Infof("Found placement in VC %v: %v", sr.vc, placement)
+	return placement, ""
+}
diff --git a/src/hivedscheduler/src/pkg/algorithm/topology_aware_scheduler.go b/src/hivedscheduler/src/pkg/algorithm/topology_aware_scheduler.go
new file mode 100644
index 00000000..9d4392fb
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/topology_aware_scheduler.go
@@ -0,0 +1,476 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+	"sort"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+)
+
+// topologyAwareScheduler can schedule a set of pods on a cluster view.
+// It first tries to place pods to nodes with fewer free leaf cells (i.e., packing), while trying to avoid preemptions.
+// Then inside each node, it tries to allocate leaf cells with better affinity.
+type topologyAwareScheduler struct {
+	// a list of nodes (node-level cells or top-level cells that are lower than node level)
+	cv clusterView
+	// leaf cell number at each level in the cell hierarchy. we use this to
+	// calculate the optimal affinity for a given leaf cell number.
+	levelLeafCellNum map[CellLevel]int32
+	// pack pods cross different priorities, or inside each priority. the former is for intra-VC scheduling,
+	// because high-priority can avoid preemption in the whole cluster view,
+	// and hence we can pack pods with different priorities.
+	// the latter is for opportunistic pod scheduling (stay away from guaranteed pods),
+	// because guaranteed pods can avoid preempting opportunistic pods only among buddy cells (this is decided
+	// by the buddy cell allocation algorithm).
+	crossPriorityPack bool
+}
+
+// NewTopologyAwareScheduler initializes the scheduler by extracting node-level cells
+// (lower-level if no node-level) from a free cell list.
+func NewTopologyAwareScheduler(
+	ccl ChainCellList,
+	levelLeafCellNum map[CellLevel]int32,
+	crossPriorityPack bool) *topologyAwareScheduler {
+
+	return &topologyAwareScheduler{
+		cv:                newClusterView(ccl),
+		levelLeafCellNum:  levelLeafCellNum,
+		crossPriorityPack: crossPriorityPack,
+	}
+}
+
+func (t *topologyAwareScheduler) Schedule(
+	podLeafCellNumbers map[int32]int32,
+	p CellPriority,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool) (
+	podPlacements map[int32][]CellList,
+	failedReason string) {
+
+	// leaf cell numbers of the pods to schedule
+	var sortedPodLeafCellNumbers []int32
+	for leafCellNum, podNum := range podLeafCellNumbers {
+		for i := int32(0); i < podNum; i++ {
+			sortedPodLeafCellNumbers = append(sortedPodLeafCellNumbers, leafCellNum)
+		}
+	}
+	common.SortInt32(sortedPodLeafCellNumbers)
+
+	// disable preemption first (reduce preemption)
+	priority := opportunisticPriority
+	t.updateClusterView(priority, suggestedNodes, ignoreSuggestedNodes)
+	// try to fit the pods to a set of nodes
+	selectedNodeIndices, failedReason := findNodesForPods(t.cv, sortedPodLeafCellNumbers)
+	// enable preemption if scheduling failed
+	if selectedNodeIndices == nil && p > opportunisticPriority {
+		priority = p
+		t.updateClusterView(priority, suggestedNodes, ignoreSuggestedNodes)
+		selectedNodeIndices, failedReason = findNodesForPods(t.cv, sortedPodLeafCellNumbers)
+	}
+	if selectedNodeIndices == nil {
+		return nil, failedReason
+	}
+	// find leaf cells inside the selected node for each pod
+	selectedNodes := make(CellList, len(sortedPodLeafCellNumbers))
+	for i := 0; i < len(selectedNodeIndices); i++ {
+		selectedNodes[i] = t.cv[selectedNodeIndices[i]].c
+	}
+	selectedLeafCells := CellList{}
+	nodeAvailableLeafCells := map[Cell]CellList{}
+	podPlacements = map[int32][]CellList{}
+	for podIndex := 0; podIndex < len(sortedPodLeafCellNumbers); podIndex++ {
+		leafCellNumber := sortedPodLeafCellNumbers[podIndex]
+		n := selectedNodes[podIndex]
+		// TODO: Optimize findNodesForPods and findLeafCellsInNode together to get a better placement,
+		//  such as also aware intra node topology when findNodesForPods.
+		selectedLeafCells, nodeAvailableLeafCells[n] = findLeafCellsInNode(n, leafCellNumber, priority, nodeAvailableLeafCells[n], t.levelLeafCellNum)
+		if podPlacements[leafCellNumber] == nil {
+			podPlacements[leafCellNumber] = []CellList{}
+		}
+		podPlacements[leafCellNumber] = append(podPlacements[leafCellNumber], selectedLeafCells)
+	}
+	return podPlacements, ""
+}
+
+type node struct {
+	c                             Cell            // a node-level cell or a top-level cell that is lower than node level
+	freeLeafCellNumAtPriority     int32           // free leaf cell number at the priority of the pod to be scheduled (lower priority considered as free)
+	usedLeafCellNumSamePriority   int32           // leaf cell number used by the same priority as that of the pod to be scheduled
+	usedLeafCellNumHigherPriority int32           // leaf cell number used by higher priorities than that of the pod to be scheduled
+	healthy                       bool            // if the node is healthy
+	suggested                     bool            // if the node is within suggested nodes
+	nodeAddress                   api.CellAddress // used for logging the node address when bad or not suggested
+}
+
+// When cross-priority packing is not enabled, we count the leaf cell numbers used by the current
+// priority (n.usedLeafCellNumSamePriority), and the higher priorities (n.usedLeafCellNumHigherPriority), respectively.
+// When sorting the nodes, nodes with higher usedLeafCellNumSamePriority and lower usedLeafCellNumHigherPriority
+// will be preferred (i.e., pack pods inside the same priority, and stay from higher priorities).
+// Note that in this case, the nodes may NOT be ordered in term of total used leaf cell number,
+// which may result in feasible pod placements being not found.
+//
+// Otherwise, n.usedLeafCellNumSamePriority is set to the total used leaf cell number,
+// so that nodes with more used leaf cells will be preferred (i.e., pack pods globally across priorities).
+// In this case a feasible pod placement is guaranteed to be found (as long as all nodes are in suggested nodes).
+func (n *node) updateUsedLeafCellNumForPriority(p CellPriority, crossPriorityPack bool) {
+	n.usedLeafCellNumSamePriority = n.c.GetUsedLeafCellNumAtPriorities()[p]
+	n.usedLeafCellNumHigherPriority = 0
+	n.freeLeafCellNumAtPriority = n.c.GetTotalLeafCellNum()
+	for priority, num := range n.c.GetUsedLeafCellNumAtPriorities() {
+		if crossPriorityPack {
+			if priority != p {
+				n.usedLeafCellNumSamePriority += num
+			}
+		} else if priority > p {
+			n.usedLeafCellNumHigherPriority += num
+		}
+		if priority >= p {
+			n.freeLeafCellNumAtPriority -= num
+		}
+	}
+}
+
+type clusterView []*node
+
+func newClusterView(ccl ChainCellList) clusterView {
+	var l CellLevel
+	// TODO: currently if a top-level cell is lower than node level, it will be considered as a single node.
+	// For example, 2 single leaf-level cells are considered as 2 nodes each with 1 leaf cell.
+	// We cannot merge them because the 2 cells might be mapped to different physical nodes.
+	// We plan to support using multiple cells in a best-effort manner (for example, schedule a 2-leaf-cell pod
+	// on 2 1-leaf-cell cells, if we can find 2 1-leaf-cell cells that can be mapped to the same physical node).
+	for l = CellLevel(1); l <= CellLevel(len(ccl)); l++ {
+		if ccl[l][0].AtOrHigherThanNode() {
+			break
+		}
+	}
+	cv := clusterView{}
+	for ; l >= lowestLevel; l-- {
+		for _, c := range ccl[l] {
+			if !cv.containsCell(ancestorNoHigherThanNode(c)) {
+				cv = append(cv, &node{c: c})
+			}
+		}
+	}
+	return cv
+}
+
+// ancestorNoHigherThanNode finds an ancestor at a level no higher than node level for a cell.
+// If the input cell is at node (or higher) level, will return the cell itself.
+func ancestorNoHigherThanNode(c Cell) Cell {
+	if c.AtOrHigherThanNode() || c.GetParent() == nil {
+		return c
+	} else {
+		return ancestorNoHigherThanNode(c.GetParent())
+	}
+}
+
+func (cv clusterView) containsCell(c Cell) bool {
+	for _, n := range cv {
+		if CellEqual(c, n.c) {
+			return true
+		}
+	}
+	return false
+}
+
+// Methods for sorting nodes in a clusterView.
+func (cv clusterView) Len() int {
+	return len(cv)
+}
+
+// We sort the nodes in decreasing significance of:
+// (1) if the node is healthy (avoid unhealthy),
+// (2) if the node is suggested (avoid non-suggested),
+// (3) usedLeafCellNumSamePriority (more is preferred),
+// (4) usedLeafCellNumHigherPriority (less is preferred).
+func (cv clusterView) Less(i int, j int) bool {
+	if cv[i].healthy != cv[j].healthy {
+		return cv[i].healthy
+	} else if cv[i].suggested != cv[j].suggested {
+		return cv[i].suggested
+	} else if cv[i].usedLeafCellNumSamePriority > cv[j].usedLeafCellNumSamePriority {
+		return true
+	} else if cv[i].usedLeafCellNumSamePriority < cv[j].usedLeafCellNumSamePriority {
+		return false
+	} else if cv[i].usedLeafCellNumHigherPriority < cv[j].usedLeafCellNumHigherPriority {
+		return true
+	} else {
+		return false
+	}
+}
+
+func (cv clusterView) Swap(i int, j int) {
+	cv[i], cv[j] = cv[j], cv[i]
+}
+
+// updateClusterView updates the leaf cell numbers of the nodes for the sorting.
+func (t *topologyAwareScheduler) updateClusterView(
+	p CellPriority,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool) {
+
+	for _, n := range t.cv {
+		n.updateUsedLeafCellNumForPriority(p, t.crossPriorityPack)
+		n.healthy, n.suggested, n.nodeAddress = nodeHealthyAndInSuggested(n, suggestedNodes, ignoreSuggestedNodes)
+	}
+}
+
+func nodeHealthyAndInSuggested(
+	n *node,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool) (
+	healthy bool,
+	suggested bool,
+	addr api.CellAddress) {
+
+	switch v := n.c.(type) {
+	case *PhysicalCell:
+		nodeNames, _ := v.GetPhysicalPlacement()
+		return v.IsHealthy(),
+			ignoreSuggestedNodes || suggestedNodes.Contains(nodeNames[0]),
+			n.c.GetAddress()
+	case *VirtualCell:
+		if pn := v.GetPhysicalCell(); pn != nil {
+			nodeNames, _ := pn.GetPhysicalPlacement()
+			return pn.IsHealthy(),
+				ignoreSuggestedNodes || suggestedNodes.Contains(nodeNames[0]),
+				pn.GetAddress()
+		}
+	}
+	return true, true, ""
+}
+
+// findNodesForPods finds a set of nodes that can accommodate the leaf cell requirements of the pods.
+func findNodesForPods(cv clusterView, leafCellNums []int32) (pickedNodeIndices []int32, failedReason string) {
+	// sort the nodes according to leaf cell numbers in each node.
+	// this is achieved through the Less method defined in type clusterView.
+	// TODO: Ensure Opportunistic Pods also can always can find the solution, regardless of
+	//  the iteration order.
+	//  For example:
+	//   1. clusterView = 2-leaf-cell Node, 1-leaf-cell Node
+	//   2. leafCellNums = 1-leaf-cell Pod, 2-leaf-cell Pod
+	//   First 1-leaf-cell Pod may allocate to 2-leaf-cell Node, but the latter pod cannot be fitted anymore.
+	sort.Stable(cv)
+	pickedNodeIndices = make([]int32, len(leafCellNums)) // indices of the currently picked nodes
+	podIndex := 0
+	pickedLeafCellNum := int32(0)
+	var n *node
+	for nodeIndex := 0; nodeIndex < len(cv); {
+		n = cv[nodeIndex]
+		if n.freeLeafCellNumAtPriority-pickedLeafCellNum >= leafCellNums[podIndex] {
+			// fail when encountering a node that is either bad or not within suggested nodes
+			if !n.healthy {
+				return nil, fmt.Sprintf(
+					"have to use at least one bad node %v", n.nodeAddress)
+			}
+			if !n.suggested {
+				return nil, fmt.Sprintf(
+					"have to use at least one non-suggested node %v", n.nodeAddress)
+			}
+			pickedNodeIndices[podIndex] = int32(nodeIndex)
+			pickedLeafCellNum += leafCellNums[podIndex]
+			podIndex++
+			if podIndex == len(leafCellNums) {
+				return pickedNodeIndices, ""
+			}
+		} else {
+			pickedLeafCellNum = 0
+			nodeIndex++
+		}
+	}
+	return nil, "insufficient capacity"
+}
+
+// findLeafCellsInNode finds a set of leaf cells with the best affinity in a node for a pod.
+func findLeafCellsInNode(
+	n Cell,
+	leafCellNum int32,
+	p CellPriority,
+	availableLeafCells CellList,
+	levelLeafCellNum map[CellLevel]int32) (CellList, CellList) {
+
+	// indices of the currently picked leaf cells
+	currentLeafCellIndices := make([]int32, leafCellNum)
+	// affinity of the currently picked leaf cells, defined as the lowest common ancestor
+	// of the leaf cells in the cell hierarchy (lower level means better affinity)
+	currentAffinity := make(CellList, leafCellNum)
+	// leaf cells with the best affinity ever seen
+	bestAffinityLeafCells := make(CellList, leafCellNum)
+	// indices of the leaf cells with the best affinity ever seen
+	bestAffinityLeafCellIndices := make([]int32, leafCellNum)
+	// the best affinity ever seen (i.e., lowest level of lowest common ancestor of a set of leaf cells)
+	bestAffinity := highestLevel
+	// the optimal affinity for the leaf cell number, i.e., the lowest possible of the lowest common ancestor of leaf cells
+	optimalAffinity := getOptimalAffinity(leafCellNum, levelLeafCellNum)
+
+	if availableLeafCells == nil {
+		availableLeafCells = CellList{}
+		preemptibleLeafCells := CellList{}
+		availableLeafCells, preemptibleLeafCells = getLeafCellsFromNode(n, p, availableLeafCells, preemptibleLeafCells)
+		// free leaf cells will be used first (before preemptible leaf cells)
+		availableLeafCells = append(availableLeafCells, preemptibleLeafCells...)
+	}
+	availableLeafCellIndex := int32(0)
+	searchLeafCellIndex := int32(0)
+	var leafCell Cell
+	for {
+		for availableLeafCellIndex < int32(len(availableLeafCells)) {
+			leafCell = availableLeafCells[availableLeafCellIndex]
+			currentLeafCellIndices[searchLeafCellIndex] = availableLeafCellIndex
+			if searchLeafCellIndex == 0 {
+				currentAffinity[searchLeafCellIndex] = leafCell
+			} else {
+				currentAffinity[searchLeafCellIndex] = findLCA(leafCell, currentAffinity[searchLeafCellIndex-1])
+				// pruning: if the current LCA has been higher than the lowest ever,
+				// the node will be skipped
+				if (currentAffinity[searchLeafCellIndex] == nil && bestAffinity < highestLevel) ||
+					(currentAffinity[searchLeafCellIndex] != nil && currentAffinity[searchLeafCellIndex].GetLevel() > bestAffinity) {
+					availableLeafCellIndex++
+					continue
+				}
+			}
+			if searchLeafCellIndex == leafCellNum-1 {
+				foundOptimalAffinity := false
+				bestAffinity, foundOptimalAffinity = checkCurrentLeafCells(
+					currentAffinity[len(currentAffinity)-1].GetLevel(),
+					availableLeafCells,
+					currentLeafCellIndices,
+					bestAffinity,
+					bestAffinityLeafCells,
+					bestAffinityLeafCellIndices,
+					optimalAffinity)
+				if foundOptimalAffinity {
+					// early stop: return if the solution is optimal (i.e., all buddies)
+					availableLeafCells = removePickedLeafCells(availableLeafCells, bestAffinityLeafCellIndices)
+					return bestAffinityLeafCells, availableLeafCells
+				}
+			} else {
+				searchLeafCellIndex++
+			}
+			availableLeafCellIndex++
+		}
+		searchLeafCellIndex--
+		if searchLeafCellIndex < 0 {
+			if bestAffinity == highestLevel {
+				// Unreachable
+				panic(fmt.Sprintf("Assert Failure: failed to allocate %v leaf cells in picked node %v", leafCellNum, n.GetAddress()))
+			}
+			availableLeafCells = removePickedLeafCells(availableLeafCells, bestAffinityLeafCellIndices)
+			return bestAffinityLeafCells, availableLeafCells
+		}
+		availableLeafCellIndex = currentLeafCellIndices[searchLeafCellIndex] + 1
+	}
+}
+
+// getOptimalAffinity calculates the optimal affinity for a given leaf cell number.
+func getOptimalAffinity(leafCellNum int32, levelLeafCellNum map[CellLevel]int32) CellLevel {
+	for l := CellLevel(1); l <= CellLevel(len(levelLeafCellNum)); l++ {
+		if levelLeafCellNum[l] >= leafCellNum {
+			return l
+		}
+	}
+
+	// Unreachable
+	panic(fmt.Sprintf("Assert Failure: pod allocated a node but exceeds the capacity of the current chain"))
+}
+
+// checkCurrentLeafCells checks if the currently picked leaf cells have the lowest LCA. It also checks if the solution
+// is optimal (if the leaf cells are all buddies).
+func checkCurrentLeafCells(
+	affinity CellLevel,
+	leafCells CellList,
+	currentIndices []int32,
+	bestAffinity CellLevel,
+	bestAffinityLeafCells CellList,
+	bestAffinityLeafCellIndices []int32,
+	optimalAffinity CellLevel) (CellLevel, bool) {
+
+	if affinity < bestAffinity {
+		copy(bestAffinityLeafCellIndices, currentIndices)
+		for i := 0; i < len(currentIndices); i++ {
+			bestAffinityLeafCells[i] = leafCells[currentIndices[i]]
+		}
+		if affinity == optimalAffinity {
+			return affinity, true
+		} else {
+			return affinity, false
+		}
+	}
+	return bestAffinity, false
+}
+
+// removePickedLeafCells remove picked leaf cells from the available leaf cell list.
+func removePickedLeafCells(leafCells CellList, indices []int32) CellList {
+	for i, index := range indices {
+		offset := int32(i)
+		if i < len(indices)-1 {
+			nextIndex := indices[i+1]
+			copy(leafCells[index-offset:nextIndex-offset-1], leafCells[index+1:nextIndex])
+		} else {
+			copy(leafCells[index-offset:], leafCells[index+1:])
+		}
+	}
+	for i := len(leafCells) - len(indices); i < len(leafCells); i++ {
+		leafCells[i] = nil
+	}
+	return leafCells[:len(leafCells)-len(indices)]
+}
+
+// findLCA finds the lowest common ancestor of two cells (nil if they have no LCA).
+func findLCA(lower Cell, higher Cell) Cell {
+	for lower.GetLevel() < higher.GetLevel() {
+		if lower.GetParent() == nil {
+			return nil
+		}
+		lower = lower.GetParent()
+	}
+	if CellEqual(lower, higher) {
+		return lower
+	}
+	for !CellEqual(lower.GetParent(), higher.GetParent()) {
+		if lower.GetParent() == nil || higher.GetParent() == nil {
+			return nil
+		}
+		lower = lower.GetParent()
+		higher = higher.GetParent()
+	}
+	return lower.GetParent()
+}
+
+// getLeafCellsFromNode collects free leaf cells and preemptible leaf cells according to the priority.
+func getLeafCellsFromNode(c Cell, p CellPriority, freeLeafCells CellList, preemptibleLeafCells CellList) (CellList, CellList) {
+	if c.GetLevel() > 1 {
+		for _, cc := range c.GetChildren() {
+			freeLeafCells, preemptibleLeafCells = getLeafCellsFromNode(cc, p, freeLeafCells, preemptibleLeafCells)
+		}
+	} else if c.GetPriority() == freePriority {
+		freeLeafCells = append(freeLeafCells, c)
+	} else if c.GetPriority() < p {
+		preemptibleLeafCells = append(preemptibleLeafCells, c)
+	}
+	return freeLeafCells, preemptibleLeafCells
+}
diff --git a/src/hivedscheduler/src/pkg/algorithm/types.go b/src/hivedscheduler/src/pkg/algorithm/types.go
new file mode 100644
index 00000000..8d769aa2
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/types.go
@@ -0,0 +1,347 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	core "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/types"
+)
+
+type (
+	CellChain          string // name of a cell chain (type of the top-level cell)
+	CellLevel          int32
+	CellPriority       int32
+	CellState          string
+	AffinityGroupState string
+)
+
+type schedulingRequest struct {
+	vc                   api.VirtualClusterName
+	pinnedCellId         api.PinnedCellId
+	chain                CellChain
+	affinityGroupName    string
+	affinityGroupPodNums map[int32]int32 // leaf cell number -> pod number
+	priority             CellPriority
+	suggestedNodes       common.Set
+	ignoreSuggestedNodes bool
+}
+
+// CellList is a list of cells at a certain level of a chain.
+type CellList []Cell
+
+func (cl CellList) String() string {
+	names := make([]string, len(cl))
+	for i, c := range cl {
+		if cc, ok := c.(*PhysicalCell); ok {
+			names[i] = fmt.Sprintf("%v(%v)(%v)", cc.GetAddress(), cc.GetPriority(), cc.GetPhysicalPlacementString())
+		} else {
+			names[i] = fmt.Sprintf("%v(%v)", c.GetAddress(), c.GetPriority())
+		}
+	}
+	return strings.Join(names, ", ")
+}
+
+func (cl CellList) contains(c Cell) bool {
+	for _, cc := range cl {
+		if CellEqual(cc, c) {
+			return true
+		}
+	}
+	return false
+}
+
+func (cl CellList) remove(c Cell) CellList {
+	index := -1
+	for i, cc := range cl {
+		if CellEqual(cc, c) {
+			index = i
+			break
+		}
+	}
+	if index < 0 {
+		panic(fmt.Sprintf("Cell not not found in list when removing: %v",
+			c.GetAddress()))
+	}
+	length := len(cl)
+	cl[index] = cl[length-1]
+	cl[length-1] = nil
+	return cl[:length-1]
+}
+
+// ChainCellList maps each level in a chain to a CellList.
+type ChainCellList map[CellLevel]CellList
+
+func NewChainCellList(top CellLevel) ChainCellList {
+	ccl := ChainCellList{}
+	for i := CellLevel(1); i <= top; i++ {
+		ccl[i] = CellList{}
+	}
+	return ccl
+}
+
+func (ccl ChainCellList) String() string {
+	str := ""
+	for i := 1; i <= len(ccl); i++ {
+		str += fmt.Sprintf("level %v: %v\n", i, ccl[CellLevel(i)])
+	}
+	return str
+}
+
+func (ccl ChainCellList) contains(c Cell, l CellLevel) bool {
+	return ccl[l].contains(c)
+}
+
+func (ccl ChainCellList) remove(c Cell, l CellLevel) {
+	ccl[l] = ccl[l].remove(c)
+}
+
+func (ccl ChainCellList) shallowCopy() ChainCellList {
+	copied := ChainCellList{}
+	for l := CellLevel(1); l <= CellLevel(len(ccl)); l++ {
+		copied[l] = make(CellList, len(ccl[l]))
+		copy(copied[l], ccl[l])
+	}
+	return copied
+}
+
+// AlgoAffinityGroup is the algorithm-internal representation of an affinity group.
+type AlgoAffinityGroup struct {
+	name                 string
+	vc                   api.VirtualClusterName
+	lazyPreemptionEnable bool
+	// Whether we should ignore K8s suggested nodes. If false, we will avoid binding cells to non-suggested nodes.
+	// Note that we always avoid using bad nodes; avoiding non-suggested nodes is optional and best-effort.
+	ignoreK8sSuggestedNodes   bool
+	priority                  int32
+	totalPodNums              map[int32]int32       // LeafCellNum -> PodNum
+	allocatedPods             map[int32][]*core.Pod // LeafCellNum -> a list of allocated pods
+	preemptingPods            map[types.UID]*core.Pod
+	physicalLeafCellPlacement groupPhysicalPlacement
+	virtualLeafCellPlacement  groupVirtualPlacement
+	state                     AffinityGroupState
+	lazyPreemptionStatus      *api.LazyPreemptionStatus
+}
+
+func newAlgoAffinityGroup(
+	g *api.AffinityGroupSpec,
+	vc api.VirtualClusterName,
+	lazyPreemptionEnable bool,
+	priority int32,
+	state AffinityGroupState) *AlgoAffinityGroup {
+
+	podNums := make(map[int32]int32)
+	for _, m := range g.Members {
+		podNums[m.LeafCellNumber] += m.PodNumber
+	}
+	group := &AlgoAffinityGroup{
+		name:                      g.Name,
+		vc:                        vc,
+		lazyPreemptionEnable:      lazyPreemptionEnable,
+		priority:                  priority,
+		totalPodNums:              podNums,
+		allocatedPods:             map[int32][]*core.Pod{},
+		physicalLeafCellPlacement: groupPhysicalPlacement{},
+		virtualLeafCellPlacement:  groupVirtualPlacement{},
+		state:                     state,
+	}
+	if state == groupPreempting {
+		group.preemptingPods = map[types.UID]*core.Pod{}
+	}
+	for leafCellNum, podNum := range podNums {
+		group.physicalLeafCellPlacement[leafCellNum] = make([]CellList, podNum)
+		group.virtualLeafCellPlacement[leafCellNum] = make([]CellList, podNum)
+		group.allocatedPods[leafCellNum] = make([]*core.Pod, podNum)
+		for i := int32(0); i < podNum; i++ {
+			group.physicalLeafCellPlacement[leafCellNum][i] = make(CellList, leafCellNum)
+			group.virtualLeafCellPlacement[leafCellNum][i] = make(CellList, leafCellNum)
+		}
+	}
+	return group
+}
+
+func (aag *AlgoAffinityGroup) ToAffinityGroup() api.AffinityGroup {
+	ag := api.AffinityGroup{
+		ObjectMeta: api.ObjectMeta{Name: aag.name},
+		Status: api.AffinityGroupStatus{
+			VC:                   aag.vc,
+			Priority:             aag.priority,
+			State:                api.AffinityGroupState(aag.state),
+			LazyPreemptionStatus: aag.lazyPreemptionStatus,
+		},
+	}
+	if aag.physicalLeafCellPlacement != nil {
+		ag.Status.PhysicalPlacement = aag.physicalLeafCellPlacement.nodeToLeafCellIndices()
+	}
+	if aag.virtualLeafCellPlacement != nil {
+		ag.Status.VirtualPlacement = aag.virtualLeafCellPlacement.preassignedCellToLeafCells()
+	}
+	for _, pods := range aag.allocatedPods {
+		for _, p := range pods {
+			if p != nil {
+				ag.Status.AllocatedPods = append(ag.Status.AllocatedPods, p.UID)
+			}
+		}
+	}
+	for p := range aag.preemptingPods {
+		ag.Status.PreemptingPods = append(ag.Status.PreemptingPods, p)
+	}
+	return ag
+}
+
+type groupPhysicalPlacement map[int32][]CellList // LeafCellNum -> a list of pods -> a list of physical leaf cells of each pod
+type groupVirtualPlacement map[int32][]CellList  // LeafCellNum -> a list of pods -> a list of virtual leaf cells of each pod
+
+func (p groupPhysicalPlacement) String() string {
+	return common.ToJson(p.nodeToLeafCellIndices())
+}
+
+func (p groupPhysicalPlacement) nodeToLeafCellIndices() map[string][]int32 {
+	nodeToLeafCellIndices := map[string][]int32{}
+	for _, podPlacements := range p {
+		for _, podPlacement := range podPlacements {
+			for _, leafCell := range podPlacement {
+				pLeafCell := leafCell.(*PhysicalCell)
+				nodes, leafCellIndices := pLeafCell.GetPhysicalPlacement()
+				if _, ok := nodeToLeafCellIndices[nodes[0]]; !ok {
+					nodeToLeafCellIndices[nodes[0]] = []int32{}
+				}
+				nodeToLeafCellIndices[nodes[0]] = append(nodeToLeafCellIndices[nodes[0]], leafCellIndices[0])
+			}
+		}
+	}
+	return nodeToLeafCellIndices
+}
+
+func (p groupVirtualPlacement) String() string {
+	return common.ToJson(p.preassignedCellToLeafCells())
+}
+
+func (p groupVirtualPlacement) preassignedCellToLeafCells() map[api.CellAddress][]api.CellAddress {
+	preassignedCellToLeafCells := map[api.CellAddress][]api.CellAddress{}
+	for _, podPlacements := range p {
+		for _, podPlacement := range podPlacements {
+			for _, leafCell := range podPlacement {
+				vLeafCell := leafCell.(*VirtualCell)
+				address := vLeafCell.GetAddress()
+				preassignedAddress := vLeafCell.GetPreassignedCell().GetAddress()
+				if _, ok := preassignedCellToLeafCells[preassignedAddress]; !ok {
+					preassignedCellToLeafCells[preassignedAddress] = []api.CellAddress{}
+				}
+				preassignedCellToLeafCells[preassignedAddress] = append(
+					preassignedCellToLeafCells[preassignedAddress], address)
+			}
+		}
+	}
+	return preassignedCellToLeafCells
+}
+
+func (p groupVirtualPlacement) toPhysicalPlacement(
+	bindings map[api.CellAddress]*PhysicalCell,
+	leafCellNums []int32) groupPhysicalPlacement {
+
+	physicalPlacement := groupPhysicalPlacement{}
+	for _, podLeafCellNum := range leafCellNums {
+		podPlacements := p[podLeafCellNum]
+		physicalPlacement[podLeafCellNum] = make([]CellList, len(podPlacements))
+		for i, podPlacement := range podPlacements {
+			physicalPlacement[podLeafCellNum][i] = make(CellList, len(podPlacement))
+			for j, leafCell := range podPlacement {
+				pLeafCell := bindings[leafCell.GetAddress()]
+				physicalPlacement[podLeafCellNum][i][j] = pLeafCell
+			}
+		}
+	}
+	return physicalPlacement
+}
+
+// A binding path is a tree consisting of all cells that should be bound for binding a set of
+// lowest-level cells in a physical placement. It is generated by collecting all the unbound
+// ancestors for these cells and group them in a tree.
+func (p groupVirtualPlacement) toBindingPaths(
+	leafCellNums []int32,
+	bindings map[api.CellAddress]*PhysicalCell) (
+	preassignedCells []*cellBindingPathVertex,
+	nonPreassignedCells [][]*cellBindingPathVertex) {
+
+	allBindingPathVertices := map[api.CellAddress]*cellBindingPathVertex{}
+	for _, podLeafCellNum := range leafCellNums {
+		podPlacements := p[podLeafCellNum]
+		for _, podPlacement := range podPlacements {
+			for _, leafCell := range podPlacement {
+				if pLeafCell := leafCell.(*VirtualCell).GetPhysicalCell(); pLeafCell != nil {
+					bindings[leafCell.GetAddress()] = pLeafCell
+					continue
+				}
+				var bindingPath []*VirtualCell
+				for c := leafCell; c != nil; c = c.GetParent() {
+					vc := c.(*VirtualCell)
+					if vc.GetPhysicalCell() != nil || allBindingPathVertices[vc.GetAddress()] != nil {
+						break
+					}
+					bindingPath = append(bindingPath, vc)
+				}
+				pathRoot := bindingPath[len(bindingPath)-1]
+				n := &cellBindingPathVertex{cell: pathRoot}
+				allBindingPathVertices[pathRoot.GetAddress()] = n
+				if parent := pathRoot.GetParent(); parent == nil {
+					preassignedCells = append(preassignedCells, n)
+				} else if parent.(*VirtualCell).GetPhysicalCell() != nil {
+					buddyExist := false
+					for i := range nonPreassignedCells {
+						if CellEqual(parent, nonPreassignedCells[i][0].cell.GetParent()) {
+							buddyExist = true
+							nonPreassignedCells[i] = append(nonPreassignedCells[i], n)
+							break
+						}
+					}
+					if !buddyExist {
+						nonPreassignedCells = append(nonPreassignedCells, []*cellBindingPathVertex{n})
+					}
+				} else {
+					parentNode := allBindingPathVertices[pathRoot.GetParent().GetAddress()]
+					parentNode.childrenToBind = append(parentNode.childrenToBind, n)
+				}
+				for i := len(bindingPath) - 2; i >= 0; i-- {
+					c := bindingPath[i]
+					n := &cellBindingPathVertex{cell: c}
+					parentNode := allBindingPathVertices[c.GetParent().GetAddress()]
+					parentNode.childrenToBind = append(parentNode.childrenToBind, n)
+					allBindingPathVertices[c.GetAddress()] = n
+				}
+			}
+		}
+	}
+	return preassignedCells, nonPreassignedCells
+}
+
+// cellBindingPathVertex is a single vertex in the tree of a cell binding path,
+// containing the vertices of its children to bind.
+type cellBindingPathVertex struct {
+	cell           *VirtualCell
+	childrenToBind []*cellBindingPathVertex
+}
diff --git a/src/hivedscheduler/src/pkg/algorithm/utils.go b/src/hivedscheduler/src/pkg/algorithm/utils.go
new file mode 100644
index 00000000..5e2d65fb
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/algorithm/utils.go
@@ -0,0 +1,452 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package algorithm
+
+import (
+	"fmt"
+	"math/rand"
+
+	"github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"github.com/microsoft/hivedscheduler/pkg/internal"
+	core "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/types"
+	"k8s.io/klog"
+)
+
+// generatePodScheduleResult writes the scheduling result into a PodScheduleResult.
+func generatePodScheduleResult(
+	groupPhysicalPlacement groupPhysicalPlacement,
+	groupVirtualPlacement groupVirtualPlacement,
+	preemptionVictims map[string]common.Set,
+	waitReason string,
+	cellLevelToType map[CellChain]map[CellLevel]api.CellType,
+	currentLeafCellNum int32,
+	currentPodIndex int32,
+	group *AlgoAffinityGroup,
+	groupName string,
+	suggestedNodes common.Set,
+	pod *core.Pod) internal.PodScheduleResult {
+
+	klog.V(4).Infof("[%v]: Got K8s suggested nodes: %v", internal.Key(pod), suggestedNodes)
+	if groupPhysicalPlacement == nil {
+		klog.Infof("[%v]: Pod needs to wait, reason: %v", internal.Key(pod), waitReason)
+		return internal.PodScheduleResult{PodWaitInfo: &internal.PodWaitInfo{Reason: waitReason}}
+	}
+	klog.Infof("[%v]: Physical placement: %v", internal.Key(pod), groupPhysicalPlacement)
+	if groupVirtualPlacement != nil {
+		klog.Infof("[%v]: Virtual placement: %v", internal.Key(pod), groupVirtualPlacement)
+	}
+	if len(preemptionVictims) > 0 {
+		return internal.PodScheduleResult{
+			PodPreemptInfo: generatePodPreemptInfo(preemptionVictims, pod),
+		}
+	}
+	// we find the selected node after the preemption is done, otherwise the preemption victims
+	// may cause the selected node to be excluded from the suggested nodes
+	affinityGroupBindInfo, selectedNode, selectedLeafCellIndices, cellChain := generateAffinityGroupBindInfo(
+		groupPhysicalPlacement, groupVirtualPlacement, cellLevelToType, currentLeafCellNum, currentPodIndex, group, groupName)
+	klog.Infof("[%v]: pod is decided to be scheduled to node %v, leaf cells %v",
+		internal.Key(pod), selectedNode, common.ToJson(selectedLeafCellIndices))
+	return internal.PodScheduleResult{
+		PodBindInfo: &api.PodBindInfo{
+			Node:                  selectedNode,
+			LeafCellIsolation:     selectedLeafCellIndices,
+			CellChain:             cellChain,
+			AffinityGroupBindInfo: affinityGroupBindInfo,
+		},
+	}
+}
+
+// generatePodPreemptInfo writes the preemption victims into a PodPreemptInfo.
+func generatePodPreemptInfo(preemptionVictims map[string]common.Set, pod *core.Pod) *internal.PodPreemptInfo {
+	klog.Infof("[%v]: Preemption victim candidates: %v",
+		internal.Key(pod), victimsToString(preemptionVictims))
+	var (
+		nodesHavingVictims []string
+		victimPods         []*core.Pod
+		victimKeys         []string
+	)
+	for node := range preemptionVictims {
+		nodesHavingVictims = append(nodesHavingVictims, node)
+	}
+	// We collect victims on a random node, as K8s preempts victims from only one node once.
+	// Random is to let different pods preempt victims on different nodes
+	// (note that this randomness is not necessary for the eventual completeness of preemption).
+	nodeToPreempt := nodesHavingVictims[rand.Int31n(int32(len(nodesHavingVictims)))]
+	for v := range preemptionVictims[nodeToPreempt].Items() {
+		victimPods = append(victimPods, v.(*core.Pod))
+		victimKeys = append(victimKeys, internal.Key(v.(*core.Pod)))
+	}
+	klog.Infof("[%v]: need to preempt pods %v", internal.Key(pod), common.ToJson(victimKeys))
+	return &internal.PodPreemptInfo{VictimPods: victimPods}
+}
+
+// generateAffinityGroupBindInfo translates the physical and virtual placements of an affinity group
+// into a a series of AffinityGroupMemberBindInfos, and also returns the allocated node and leaf cell addresses
+// of the current pod.
+func generateAffinityGroupBindInfo(
+	groupPhysicalPlacement groupPhysicalPlacement,
+	groupVirtualPlacement groupVirtualPlacement,
+	cellLevelToType map[CellChain]map[CellLevel]api.CellType,
+	currentLeafCellNum int32,
+	currentPodIndex int32,
+	group *AlgoAffinityGroup,
+	groupName string) (
+	affinityGroupBindInfo []api.AffinityGroupMemberBindInfo,
+	selectedNode string,
+	selectedLeafCellIndices []int32,
+	chain string) {
+
+	affinityGroupBindInfo = make([]api.AffinityGroupMemberBindInfo, len(groupPhysicalPlacement))
+	groupMemberIndex := 0
+	for podLeafCellNum, podPhysicalPlacements := range groupPhysicalPlacement {
+		mbi := api.AffinityGroupMemberBindInfo{
+			PodPlacements: make([]api.PodPlacementInfo, len(podPhysicalPlacements)),
+		}
+		for podIndex := int32(0); podIndex < int32(len(podPhysicalPlacements)); podIndex++ {
+			mbi.PodPlacements[podIndex].PhysicalLeafCellIndices = make([]int32, podLeafCellNum)
+			mbi.PodPlacements[podIndex].PreassignedCellTypes = make([]api.CellType, podLeafCellNum)
+			for leafCellIndex := int32(0); leafCellIndex < podLeafCellNum; leafCellIndex++ {
+				pLeafCell := podPhysicalPlacements[podIndex][leafCellIndex]
+				if pLeafCell == nil {
+					if group == nil || group.state == groupPreempting {
+						panic(fmt.Sprintf("The first pod in group %v was allocated invalid resource", groupName))
+					}
+					// if the physical placement of this pod is not found (e.g., removed due to reconfiguration),
+					// we will insist the decision by retrieving it from other pods
+					mbi.PodPlacements[podIndex], chain = retrieveMissingPodPlacement(group, podLeafCellNum, podIndex)
+					klog.Warningf(
+						"pod placement has been invalid and is retrieved from annotation of other pods: node %v, leaf cell %v",
+						mbi.PodPlacements[podIndex].PhysicalNode, mbi.PodPlacements[podIndex].PhysicalLeafCellIndices[leafCellIndex])
+				} else {
+					nodes, leafCellIndices := pLeafCell.(*PhysicalCell).GetPhysicalPlacement()
+					// here each cell (i.e., pLeafCell) is only one leaf cell, hence we takes the first element
+					// in its "nodes" and "leafCellIndices" as the node and leaf cell address
+					if mbi.PodPlacements[podIndex].PhysicalNode == "" {
+						mbi.PodPlacements[podIndex].PhysicalNode = nodes[0]
+					}
+					mbi.PodPlacements[podIndex].PhysicalLeafCellIndices[leafCellIndex] = leafCellIndices[0]
+					if groupVirtualPlacement != nil {
+						vLeafCell := groupVirtualPlacement[podLeafCellNum][podIndex][leafCellIndex].(*VirtualCell)
+						mbi.PodPlacements[podIndex].PreassignedCellTypes[leafCellIndex] =
+							cellLevelToType[vLeafCell.GetChain()][vLeafCell.GetPreassignedCell().GetLevel()]
+					} else {
+						mbi.PodPlacements[podIndex].PreassignedCellTypes[leafCellIndex] = ""
+					}
+				}
+			}
+		}
+		if podLeafCellNum == currentLeafCellNum {
+			selectedNode = mbi.PodPlacements[currentPodIndex].PhysicalNode
+			selectedLeafCellIndices = mbi.PodPlacements[currentPodIndex].PhysicalLeafCellIndices
+			if pLeafCell := groupPhysicalPlacement[currentLeafCellNum][currentPodIndex][0]; pLeafCell != nil {
+				chain = string(pLeafCell.GetChain())
+			}
+		}
+		affinityGroupBindInfo[groupMemberIndex] = mbi
+		groupMemberIndex++
+	}
+	return affinityGroupBindInfo, selectedNode, selectedLeafCellIndices, chain
+}
+
+// collectBadOrNonSuggestedNodes collects all the nodes that are not within the suggested nodes
+// in the physical placement of an affinity group.
+func collectBadOrNonSuggestedNodes(
+	placement groupPhysicalPlacement,
+	suggestedNodes common.Set,
+	ignoreSuggestedNodes bool) (
+	badOrNonSuggestedNodes common.Set) {
+
+	badOrNonSuggestedNodes = common.NewSet()
+	for leafCellNum := range placement {
+		for podIndex := range placement[leafCellNum] {
+			for _, leafCell := range placement[leafCellNum][podIndex] {
+				if leafCell == nil {
+					continue
+				}
+				nodes, _ := leafCell.(*PhysicalCell).GetPhysicalPlacement()
+				if !leafCell.(*PhysicalCell).IsHealthy() ||
+					(!ignoreSuggestedNodes && !suggestedNodes.Contains(nodes[0])) {
+					badOrNonSuggestedNodes.Add(nodes[0])
+				}
+			}
+		}
+	}
+	return badOrNonSuggestedNodes
+}
+
+// collectPreemptionVictims collects preemption victims of an affinity group.
+// If any of the leaf cells allocated for the whole group is still used by a pod,
+// we will wait for the preemption, as a group is gang-scheduled.
+func collectPreemptionVictims(placement groupPhysicalPlacement) (
+	victimPods map[string]common.Set, overlappingPreemptorGroups common.Set) {
+
+	victimPods = map[string]common.Set{} // node -> pods
+	overlappingPreemptorGroups = common.NewSet()
+	for leafCellNum := range placement {
+		for podIndex := range placement[leafCellNum] {
+			for _, leafCell := range placement[leafCellNum][podIndex] {
+				if leafCell == nil {
+					continue
+				}
+				pLeafCell := leafCell.(*PhysicalCell)
+				state := pLeafCell.GetState()
+				if state == cellUsed || state == cellReserving {
+					// for any victim pod, gang-preempt all the other pods from the same affinity group
+					for _, pods := range pLeafCell.GetUsingGroup().allocatedPods {
+						for _, v := range pods {
+							if v != nil {
+								if _, ok := victimPods[v.Spec.NodeName]; !ok {
+									victimPods[v.Spec.NodeName] = common.NewSet()
+								}
+								victimPods[v.Spec.NodeName].Add(v)
+							}
+						}
+					}
+				}
+				if state == cellReserving || state == cellReserved {
+					overlappingPreemptorGroups.Add(pLeafCell.GetReservingOrReservedGroup())
+				}
+			}
+		}
+	}
+	return victimPods, overlappingPreemptorGroups
+}
+
+func victimsToString(victimPods map[string]common.Set) string {
+	s := map[string][]types.UID{}
+	for node, victims := range victimPods {
+		s[node] = []types.UID{}
+		for v := range victims.Items() {
+			s[node] = append(s[node], v.(*core.Pod).UID)
+		}
+	}
+	return common.ToJson(s)
+}
+
+// retrieveMissingPodPlacement finds the placement of a pod from the annotation of other pods in the same group
+// when the pod's placement has been invalid (i.e., not found in the spec).
+func retrieveMissingPodPlacement(g *AlgoAffinityGroup, leafCellNum int32, podIndex int32) (api.PodPlacementInfo, string) {
+	for _, pods := range g.allocatedPods {
+		for _, p := range pods {
+			if p != nil {
+				info := internal.ExtractPodBindInfo(p)
+				for _, mbi := range info.AffinityGroupBindInfo {
+					if leafCellNum == int32(len(mbi.PodPlacements[0].PhysicalLeafCellIndices)) {
+						return mbi.PodPlacements[podIndex], info.CellChain
+					}
+				}
+			}
+		}
+	}
+	panic(fmt.Sprintf(
+		"No allocated pod found in an allocated group %v when retrieving placement for pod %v with leaf cell number %v", g.name, podIndex, leafCellNum))
+}
+
+// retrieveVirtualCell finds the corresponding virtual cell for a physical cell in the placements of an affinity group.
+func retrieveVirtualCell(
+	physicalPlacement groupPhysicalPlacement,
+	virtualPlacement groupVirtualPlacement,
+	pLeafCell *PhysicalCell) (vLeafCell *VirtualCell) {
+
+	for leafCellNum := range physicalPlacement {
+		for podIndex := range physicalPlacement[leafCellNum] {
+			for leafCellIndex, leafCell := range physicalPlacement[leafCellNum][podIndex] {
+				if leafCell != nil && CellEqual(leafCell, pLeafCell) {
+					return virtualPlacement[leafCellNum][podIndex][leafCellIndex].(*VirtualCell)
+				}
+			}
+		}
+	}
+	return nil
+}
+
+// getAllocatedPodIndex assigns a new index for a new pod in an affinity group.
+func getNewPodIndex(pods []*core.Pod) int32 {
+	podIndex := int32(-1)
+	for i, p := range pods {
+		if p == nil {
+			podIndex = int32(i)
+			break
+		}
+	}
+	return podIndex
+}
+
+// getAllocatedPodIndex finds the index of an allocated pod in its group according to its placement.
+func getAllocatedPodIndex(info *api.PodBindInfo, leafCellNum int32) int32 {
+	for _, gms := range info.AffinityGroupBindInfo {
+		if leafCellNumber := int32(len(gms.PodPlacements[0].PhysicalLeafCellIndices)); leafCellNumber == leafCellNum {
+			for podIndex, placement := range gms.PodPlacements {
+				if placement.PhysicalNode == info.Node && common.Int32SliceContains(
+					placement.PhysicalLeafCellIndices, info.LeafCellIsolation[0]) {
+					return int32(podIndex)
+				}
+			}
+		}
+	}
+	return -1
+}
+
+// allPodsReleased checks if all the pods of an affinity group were released.
+func allPodsReleased(allocatedPods map[int32][]*core.Pod) bool {
+	for _, pods := range allocatedPods {
+		for _, p := range pods {
+			if p != nil {
+				return false
+			}
+		}
+	}
+	return true
+}
+
+// findPhysicalLeafCell finds a physical leaf cell in the full list. If the leaf cell is not found in the chain specified
+// in the PodBindInfo (due to reconfiguration), we will try to search in the other chains.
+func findPhysicalLeafCell(
+	fullCellList map[CellChain]ChainCellList,
+	chain CellChain,
+	node string,
+	leafCellIndex int32) *PhysicalCell {
+
+	if g := findPhysicalLeafCellInChain(fullCellList, chain, node, leafCellIndex); g == nil {
+		for c := range fullCellList {
+			if c != chain {
+				if g = findPhysicalLeafCellInChain(fullCellList, c, node, leafCellIndex); g != nil {
+					klog.Warningf("Leaf cell %v on node %v has been moved to chain %v", leafCellIndex, node, c)
+					return g
+				}
+			}
+		}
+		return nil
+	} else {
+		return g
+	}
+}
+
+// findPhysicalLeafCellInChain finds a physical leaf cell in the full list of a given chain. This search is based on
+// *one* node and *one* leaf cell index, assuming there is no resource overlapping among cells at the same level.
+func findPhysicalLeafCellInChain(
+	fullCellList map[CellChain]ChainCellList,
+	chain CellChain,
+	node string,
+	leafCellIndex int32) *PhysicalCell {
+
+	for _, c := range fullCellList[chain][1] {
+		success := false
+		cc := c.(*PhysicalCell)
+		nodes, leafCellIndices := cc.GetPhysicalPlacement()
+		for _, n := range nodes {
+			if n == node {
+				success = true
+				break
+			}
+		}
+		if success {
+			if leafCellIndex < 0 {
+				return cc
+			} else {
+				for _, g := range leafCellIndices {
+					if g == leafCellIndex {
+						return cc
+					}
+				}
+			}
+		}
+	}
+	return nil
+}
+
+// inFreeCellList checks if a physical cell (or its ancestor) is in the global free cell list.
+func inFreeCellList(c *PhysicalCell) bool {
+	for {
+		if c.GetVirtualCell() != nil || c.IsSplit() {
+			return false
+		}
+		if c.GetParent() == nil || c.GetParent().(*PhysicalCell).IsSplit() {
+			return true
+		}
+		c = c.GetParent().(*PhysicalCell)
+	}
+}
+
+// setCellState sets state for a cell and its parent recursively. A parent cell will be in Used state
+// if any of its children is in Used state. For the other states (Free, Reserving, Reserved),
+// a parent will be in the state if all of this children are in the state.
+// setCellState always starts from the lowest level, i.e., leaf-level cells.
+func setCellState(c *PhysicalCell, s CellState) {
+	c.SetState(s)
+	if c.GetParent() != nil {
+		parent := c.GetParent().(*PhysicalCell)
+		if s == cellUsed || allChildrenSameState(parent, s) {
+			setCellState(parent, s)
+		}
+	}
+}
+
+// allChildrenSameState checks if all of a cell's children are in the same state.
+func allChildrenSameState(c *PhysicalCell, s CellState) bool {
+	for _, child := range c.GetChildren() {
+		if child.(*PhysicalCell).GetState() != s {
+			return false
+		}
+	}
+	return true
+}
+
+// generateOTVirtualCell generates a fake virtual cell in a VC's API status
+// for an opportunistic cell used by the VC.
+func generateOTVirtualCell(pc *api.PhysicalCellStatus) *api.VirtualCellStatus {
+	vc := &api.VirtualCellStatus{
+		CellStatus: api.CellStatus{
+			LeafCellType:    pc.LeafCellType,
+			CellType:        pc.CellType,
+			CellAddress:     pc.CellAddress + "-opp",
+			CellState:       api.CellState(cellUsed),
+			CellHealthiness: pc.CellHealthiness,
+			CellPriority:    api.OpportunisticPriority,
+		},
+		PhysicalCell: pc,
+	}
+	return vc
+}
+
+// deleteOTVirtualCell deletes the fake virtual cell of an opportunistic cell from the VC's API status.
+func deleteOTVirtualCell(s api.VirtualClusterStatus, addr api.CellAddress) api.VirtualClusterStatus {
+	idx := -1
+	for i, ovc := range s {
+		if ovc.PhysicalCell != nil && ovc.PhysicalCell.CellAddress == addr {
+			idx = i
+			break
+		}
+	}
+	if idx < 0 {
+		klog.Errorf("trying to delete an opportunistic virtual cell that does not exist, "+
+			"physical cell address: %v", addr)
+		return s
+	}
+	n := len(s)
+	s[idx] = s[n-1]
+	s[n-1] = nil
+	return s[:n-1]
+}
diff --git a/src/hivedscheduler/src/pkg/api/config.go b/src/hivedscheduler/src/pkg/api/config.go
new file mode 100644
index 00000000..0e24a643
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/api/config.go
@@ -0,0 +1,230 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package api
+
+import (
+	"fmt"
+	"io/ioutil"
+	"os"
+	"reflect"
+
+	"github.com/fsnotify/fsnotify"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"github.com/spf13/viper"
+	"k8s.io/client-go/rest"
+	"k8s.io/client-go/tools/clientcmd"
+	"k8s.io/klog"
+)
+
+type Config struct {
+	// KubeApiServerAddress is default to ${KUBE_APISERVER_ADDRESS}.
+	// KubeConfigFilePath is default to ${KUBECONFIG} then falls back to ${HOME}/.kube/config.
+	//
+	// If both KubeApiServerAddress and KubeConfigFilePath after defaulting are still empty, falls back to the
+	// [k8s inClusterConfig](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster/#accessing-the-api-from-a-pod).
+	//
+	// If both KubeApiServerAddress and KubeConfigFilePath after defaulting are not empty,
+	// KubeApiServerAddress overrides the server address specified in the file referred by KubeConfigFilePath.
+	//
+	// If only KubeApiServerAddress after defaulting is not empty, it should be an insecure ApiServer address (can be got from
+	// [Insecure ApiServer](https://kubernetes.io/docs/reference/access-authn-authz/controlling-access/#api-server-ports-and-ips) or
+	// [kubectl proxy](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster/#using-kubectl-proxy))
+	// which does not enforce authentication.
+	//
+	// If only KubeConfigFilePath after defaulting is not empty, it should be an valid
+	// [KubeConfig File](https://kubernetes.io/docs/tasks/access-application-cluster/configure-access-multiple-clusters/#explore-the-home-kube-directory)
+	// which inlines or refers the valid
+	// [ApiServer Credential Files](https://kubernetes.io/docs/reference/access-authn-authz/controlling-access/#transport-security).
+	//
+	// Address should be in format http[s]://host:port
+	KubeApiServerAddress *string `yaml:"kubeApiServerAddress"`
+	KubeConfigFilePath   *string `yaml:"kubeConfigFilePath"`
+
+	// WebServer
+	// Default to :9096
+	WebServerAddress *string `yaml:"webServerAddress"`
+
+	// Specify a threshold for PodBindAttempts, that after it is exceeded, an extra
+	// Pod binding will be executed forcefully.
+	ForcePodBindThreshold *int32 `yaml:"forcePodBindThreshold"`
+
+	// If a Pod is decided to be PodWaiting, it will block the whole scheduling by
+	// WaitingPodSchedulingBlockMilliSec.
+	// Large value can be used to achieve stronger FIFO scheduling by sacrificing
+	// the scheduling throughput.
+	// This is a workaround until PodMaxBackoffSeconds can be configured for
+	// K8S Default Scheduler.
+	WaitingPodSchedulingBlockMilliSec *int64 `yaml:"waitingPodSchedulingBlockMilliSec"`
+
+	// Specify the whole physical cluster
+	// TODO: Automatically construct it based on node info from Device Plugins
+	PhysicalCluster *PhysicalClusterSpec `yaml:"physicalCluster"`
+
+	// Specify all the virtual clusters belongs to the physical cluster
+	VirtualClusters *map[VirtualClusterName]VirtualClusterSpec `yaml:"virtualClusters"`
+}
+
+func NewConfig(rawConfig *Config) *Config {
+	c := rawConfig
+
+	// Defaulting
+	if c.KubeApiServerAddress == nil {
+		c.KubeApiServerAddress = common.PtrString(EnvValueKubeApiServerAddress)
+	}
+	if c.KubeConfigFilePath == nil {
+		c.KubeConfigFilePath = defaultKubeConfigFilePath()
+	}
+	if c.WebServerAddress == nil {
+		c.WebServerAddress = common.PtrString(":9096")
+	}
+	if c.ForcePodBindThreshold == nil {
+		c.ForcePodBindThreshold = common.PtrInt32(3)
+	}
+	if c.WaitingPodSchedulingBlockMilliSec == nil {
+		c.WaitingPodSchedulingBlockMilliSec = common.PtrInt64(0)
+	}
+	if c.PhysicalCluster == nil {
+		c.PhysicalCluster = defaultPhysicalCluster()
+	}
+	if c.VirtualClusters == nil {
+		c.VirtualClusters = defaultVirtualClusters()
+	}
+	// Append default value for empty items in physical cell
+	defaultingPhysicalCells(c.PhysicalCluster)
+	// Validation
+	// TODO: Validate VirtualClusters against PhysicalCluster
+
+	return c
+}
+
+func defaultingPhysicalCells(pc *PhysicalClusterSpec) {
+	cts := pc.CellTypes
+	pcs := pc.PhysicalCells
+	for idx, pc := range pcs {
+		_, ok := cts[pc.CellType]
+		if !ok {
+			// unknown cell type
+			panic(fmt.Sprintf("physicalCells contains unknown cellType: %v", pc.CellType))
+		}
+		inferPhysicalCellSpec(&pcs[idx], cts, pc.CellType, int32(idx), "")
+	}
+	return
+}
+
+func inferPhysicalCellSpec(
+	spec *PhysicalCellSpec,
+	cts map[CellType]CellTypeSpec,
+	cellType CellType,
+	defaultAddress int32,
+	addressPrefix CellAddress) {
+
+	if spec.CellType == "" {
+		spec.CellType = cellType
+	}
+	if spec.CellAddress == "" {
+		spec.CellAddress = addressPrefix + CellAddress(common.Int32ToString(defaultAddress))
+	} else {
+		spec.CellAddress = addressPrefix + spec.CellAddress
+	}
+
+	ct, ok := cts[cellType]
+	if !ok {
+		// not found in cts, it's a leaf cell type
+		return
+	}
+	if ct.IsNodeLevel {
+		// reset default address to 0 when found a node level cell, leaf cell will use it as indices
+		defaultAddress = 0
+	}
+	if ct.ChildCellNumber > 0 && len(spec.CellChildren) == 0 {
+		spec.CellChildren = make([]PhysicalCellSpec, ct.ChildCellNumber)
+	}
+	for i := range spec.CellChildren {
+		inferPhysicalCellSpec(&spec.CellChildren[i], cts, ct.ChildCellType,
+			defaultAddress*ct.ChildCellNumber+int32(i), spec.CellAddress+"/")
+	}
+	return
+}
+
+func defaultKubeConfigFilePath() *string {
+	configPath := EnvValueKubeConfigFilePath
+	_, err := os.Stat(configPath)
+	if err == nil {
+		return &configPath
+	}
+
+	configPath = ""
+	return &configPath
+}
+
+func defaultPhysicalCluster() *PhysicalClusterSpec {
+	return &PhysicalClusterSpec{}
+}
+
+func defaultVirtualClusters() *map[VirtualClusterName]VirtualClusterSpec {
+	return &map[VirtualClusterName]VirtualClusterSpec{}
+}
+
+func InitRawConfig(configPath *string) *Config {
+	c := Config{}
+	configFilePath := *configPath
+
+	yamlBytes, err := ioutil.ReadFile(configFilePath)
+	if err != nil {
+		panic(fmt.Errorf(
+			"Failed to read config file: %v, %v", configFilePath, err))
+	}
+
+	common.FromYaml(string(yamlBytes), &c)
+	return &c
+}
+
+func WatchConfig(configPath *string, c *Config) {
+	v := viper.New()
+	configFilePath := *configPath
+
+	v.SetConfigFile(configFilePath)
+	v.WatchConfig()
+	klog.Infof("Watching config file: %v", configFilePath)
+
+	v.OnConfigChange(func(e fsnotify.Event) {
+		klog.Infof("Watched config file changed: %v", e.Name)
+		if ok := reflect.DeepEqual(*c, *NewConfig(InitRawConfig(configPath))); !ok {
+			klog.Error("Config file content changed, exiting ...")
+			os.Exit(0)
+		}
+	})
+}
+
+func BuildKubeConfig(sConfig *Config) *rest.Config {
+	kConfig, err := clientcmd.BuildConfigFromFlags(
+		*sConfig.KubeApiServerAddress, *sConfig.KubeConfigFilePath)
+	if err != nil {
+		panic(fmt.Errorf("Failed to build KubeConfig, please ensure "+
+			"config kubeApiServerAddress or config kubeConfigFilePath or "+
+			"${KUBE_APISERVER_ADDRESS} or ${KUBECONFIG} or ${HOME}/.kube/config or "+
+			"${KUBERNETES_SERVICE_HOST}:${KUBERNETES_SERVICE_PORT} is valid: "+
+			"Error: %v", err))
+	}
+	return kConfig
+}
diff --git a/src/hivedscheduler/src/pkg/api/constants.go b/src/hivedscheduler/src/pkg/api/constants.go
new file mode 100644
index 00000000..aa6455c1
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/api/constants.go
@@ -0,0 +1,96 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package api
+
+import (
+	"os"
+
+	"github.com/microsoft/hivedscheduler/pkg/common"
+)
+
+// /////////////////////////////////////////////////////////////////////////////////////
+// General Constants
+// /////////////////////////////////////////////////////////////////////////////////////
+const (
+	ComponentName = "hivedscheduler"
+	GroupName     = "hivedscheduler.microsoft.com"
+
+	UnlimitedValue = -1
+
+	// To leverage this scheduler, at least one container in the Pod should contain
+	// below resource limit with any positive int16 value.
+	ResourceNamePodSchedulingEnable = GroupName + "/pod-scheduling-enable"
+
+	// To leverage this scheduler, the Pod should contain below annotation in
+	// PodSchedulingSpec YAML format.
+	AnnotationKeyPodSchedulingSpec = GroupName + "/pod-scheduling-spec"
+
+	// To leverage this scheduler, the Pod could reference below annotation to
+	// use the allocated leaf cells for the whole Pod.
+	AnnotationKeyPodLeafCellIsolation      = GroupName + "/pod-leaf-cell-isolation"
+	DeprecatedAnnotationKeyPodGpuIsolation = GroupName + "/pod-gpu-isolation"
+
+	// Populated by this scheduler, used to track and recover allocated placement.
+	// It is in PodBindInfo YAML format.
+	AnnotationKeyPodBindInfo = GroupName + "/pod-bind-info"
+
+	// Priority Range of Guaranteed Pod.
+	MaxGuaranteedPriority = int32(1000)
+	MinGuaranteedPriority = int32(0)
+
+	// Priority of Opportunistic Pod.
+	OpportunisticPriority = int32(-1)
+)
+
+var EnvValueConfigFilePath = common.GetEnv("CONFIG", "./hivedscheduler.yaml")
+var EnvValueKubeApiServerAddress = common.GetEnv("KUBE_APISERVER_ADDRESS", "")
+var EnvValueKubeConfigFilePath = common.GetEnv("KUBECONFIG", os.Getenv("HOME")+"/.kube/config")
+
+// /////////////////////////////////////////////////////////////////////////////////////
+// WebServer Constants
+// /////////////////////////////////////////////////////////////////////////////////////
+const (
+	RootPath    = "/"
+	VersionPath = RootPath + "v1"
+
+	// Scheduler Extender API: API with K8S Default Scheduler
+	ExtenderPath = VersionPath + "/extender"
+	FilterPath   = ExtenderPath + "/filter"
+	BindPath     = ExtenderPath + "/bind"
+	PreemptPath  = ExtenderPath + "/preempt"
+
+	// Scheduler Inspect API: API to inspect current scheduling status
+	// Notes:
+	// 1. Both Binding and Bound AffinityGroups/Pods are considered as Allocated.
+	InspectPath = VersionPath + "/inspect"
+	// Inspect current allocated AffinityGroup(s)
+	AffinityGroupsPath = InspectPath + "/affinitygroups/"
+	// Inspect current cluster status
+	ClusterStatusPath = InspectPath + "/clusterstatus"
+	// Inspect current physical cluster status
+	PhysicalClusterPath = ClusterStatusPath + "/physicalcluster"
+	// Inspect current virtual cluster(s)' status
+	VirtualClustersPath = ClusterStatusPath + "/virtualclusters/"
+	// Inspect current statistics of current virtual cluster status
+	ClusterStatisticsPath = ClusterStatusPath + "/statistics"
+)
diff --git a/src/hivedscheduler/src/pkg/api/types.go b/src/hivedscheduler/src/pkg/api/types.go
new file mode 100644
index 00000000..0cdb7ea5
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/api/types.go
@@ -0,0 +1,280 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package api
+
+import (
+	"fmt"
+
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+)
+
+// /////////////////////////////////////////////////////////////////////////////////////
+// General Types
+// /////////////////////////////////////////////////////////////////////////////////////
+type (
+	CellType     string
+	CellAddress  string
+	PinnedCellId string
+)
+
+// Physical cluster definition
+type PhysicalClusterSpec struct {
+	CellTypes     map[CellType]CellTypeSpec `yaml:"cellTypes"`
+	PhysicalCells []PhysicalCellSpec        `yaml:"physicalCells"`
+}
+
+type CellTypeSpec struct {
+	ChildCellType   CellType `yaml:"childCellType"`
+	ChildCellNumber int32    `yaml:"childCellNumber"`
+	IsNodeLevel     bool     `yaml:"isNodeLevel"`
+}
+
+// Specify physical Cell instances.
+type PhysicalCellSpec struct {
+	CellType     CellType           `yaml:"cellType"`
+	CellAddress  CellAddress        `yaml:"cellAddress"`
+	PinnedCellId PinnedCellId       `yaml:"pinnedCellId"`
+	CellChildren []PhysicalCellSpec `yaml:"cellChildren,omitempty"`
+}
+
+// Virtual cluster definition
+type VirtualClusterName string
+
+type VirtualClusterSpec struct {
+	VirtualCells []VirtualCellSpec `yaml:"virtualCells"`
+	PinnedCells  []PinnedCellSpec  `yaml:"pinnedCells,omitempty"`
+}
+
+type VirtualCellSpec struct {
+	CellNumber int32    `yaml:"cellNumber"`
+	CellType   CellType `yaml:"cellType"`
+}
+
+type PinnedCellSpec struct {
+	PinnedCellId PinnedCellId `yaml:"pinnedCellId"`
+}
+
+type PodSchedulingSpec struct {
+	VirtualCluster          VirtualClusterName `yaml:"virtualCluster"`
+	Priority                int32              `yaml:"priority"`
+	PinnedCellId            PinnedCellId       `yaml:"pinnedCellId"`
+	LeafCellType            string             `yaml:"leafCellType"`
+	LeafCellNumber          int32              `yaml:"leafCellNumber"`
+	GangReleaseEnable       bool               `yaml:"gangReleaseEnable"`
+	LazyPreemptionEnable    bool               `yaml:"lazyPreemptionEnable"`
+	IgnoreK8sSuggestedNodes bool               `yaml:"ignoreK8sSuggestedNodes" default:"true"`
+	AffinityGroup           *AffinityGroupSpec `yaml:"affinityGroup"`
+}
+
+type AffinityGroupSpec struct {
+	Name    string                    `yaml:"name"`
+	Members []AffinityGroupMemberSpec `yaml:"members"`
+}
+
+type AffinityGroupMemberSpec struct {
+	PodNumber      int32 `yaml:"podNumber"`
+	LeafCellNumber int32 `yaml:"leafCellNumber"`
+}
+
+// Used to recover scheduler allocated resource
+type PodBindInfo struct {
+	Node                  string                        `yaml:"node"`              // node to bind
+	LeafCellIsolation     []int32                       `yaml:"leafCellIsolation"` // leaf cells to bind
+	CellChain             string                        `yaml:"cellChain"`         // cell chain selected
+	AffinityGroupBindInfo []AffinityGroupMemberBindInfo `yaml:"affinityGroupBindInfo"`
+}
+
+type AffinityGroupMemberBindInfo struct {
+	PodPlacements []PodPlacementInfo `yaml:"podPlacements"`
+}
+
+type PodPlacementInfo struct {
+	PhysicalNode            string  `yaml:"physicalNode"`
+	PhysicalLeafCellIndices []int32 `yaml:"physicalLeafCellIndices"`
+	// preassigned cell types used by the pods. used to locate the virtual cells
+	// when adding an allocated pod
+	PreassignedCellTypes []CellType `yaml:"preassignedCellTypes"`
+}
+
+type WebServerPaths struct {
+	Paths []string `json:"paths"`
+}
+
+type WebServerError struct {
+	Code    int    `json:"code"`
+	Message string `json:"message"`
+}
+
+func NewWebServerError(code int, message string) *WebServerError {
+	return &WebServerError{
+		Code:    code,
+		Message: message,
+	}
+}
+
+func (err *WebServerError) Error() string {
+	return fmt.Sprintf("Code: %v, Message: %v", err.Code, err.Message)
+}
+
+// WebServer Exposed Objects: Align with K8S Objects
+type ObjectMeta struct {
+	Name string `json:"name"`
+}
+
+type AffinityGroupList struct {
+	Items []AffinityGroup `json:"items"`
+}
+
+type AffinityGroup struct {
+	ObjectMeta `json:"metadata"`
+	Status     AffinityGroupStatus `json:"status"`
+}
+
+type AffinityGroupState string
+
+type AffinityGroupStatus struct {
+	VC                   VirtualClusterName            `json:"vc"`
+	Priority             int32                         `json:"priority"`
+	State                AffinityGroupState            `json:"state"`
+	PhysicalPlacement    map[string][]int32            `json:"physicalPlacement,omitempty"` // node -> leaf cell indices
+	VirtualPlacement     map[CellAddress][]CellAddress `json:"virtualPlacement,omitempty"`  // preassigned cell -> leaf cells
+	AllocatedPods        []types.UID                   `json:"allocatedPods,omitempty"`
+	PreemptingPods       []types.UID                   `json:"preemptingPods,omitempty"`
+	LazyPreemptionStatus *LazyPreemptionStatus         `json:"lazyPreemptionStatus,omitempty"`
+}
+
+type LazyPreemptionStatus struct {
+	// The AffinityGroup who has lazy preempted it.
+	Preemptor string `json:"preemptor"`
+	// It was lazy preempted at PreemptionTime.
+	PreemptionTime meta.Time `json:"preemptionTime"`
+}
+
+type (
+	CellState       string
+	CellHealthiness string
+)
+
+const (
+	CellHealthy CellHealthiness = "Healthy"
+	CellBad     CellHealthiness = "Bad"
+)
+
+type CellStatus struct {
+	LeafCellType string   `json:"leafCellType,omitempty"`
+	CellType     CellType `json:"cellType"`
+	IsNodeLevel  bool     `json:"isNodeLevel,omitempty"`
+	// Address of a physical cell consists of its address (or index) in each level
+	// (e.g., node0/0/0/0 may represent node0, CPU socket 0, PCIe switch 0, GPU 0.
+	// Address of a virtual cell consists of its VC name, index of the preassigned cell,
+	// and the relative index in each level inside the preassigned cell
+	// (e.g., VC1/0/0 may represent VC1, preassigned cell 0, index 0 among its children)
+	CellAddress CellAddress `json:"cellAddress"`
+	// CellState and CellHealthiness are two orthogonal fields.
+	// CellState represents whether the cell is used (or reserved) by an affinity group.
+	// CellHealthiness represents whether the physical hardware is working normally.
+	CellState       CellState       `json:"cellState"`
+	CellHealthiness CellHealthiness `json:"cellHealthiness"`
+	CellPriority    int32           `json:"cellPriority"`
+}
+
+type PhysicalCellStatus struct {
+	CellStatus
+	CellChildren []*PhysicalCellStatus `json:"cellChildren,omitempty"`
+	VC           VirtualClusterName    `json:"vc,omitempty"`
+	VirtualCell  *VirtualCellStatus    `json:"virtualCell,omitempty"`
+}
+
+type VirtualCellStatus struct {
+	CellStatus
+	CellChildren []*VirtualCellStatus `json:"cellChildren,omitempty"`
+	PhysicalCell *PhysicalCellStatus  `json:"physicalCell,omitempty"`
+}
+
+type PhysicalClusterStatus []*PhysicalCellStatus
+
+type VirtualClusterStatus []*VirtualCellStatus
+
+type ClusterStatus struct {
+	// Status of cells in the physical cluster
+	PhysicalCluster PhysicalClusterStatus `json:"physicalCluster"`
+	// Status of cells in each VC
+	VirtualClusters map[VirtualClusterName]VirtualClusterStatus `json:"virtualClusters"`
+}
+
+type ClusterStatistics struct {
+	// Resource capacity of the cluster for each type of SKU
+	ResourcesUsed       map[string]int64 `json:"resourcesUsed"`
+	ResourcesGuaranteed map[string]int64 `json:"resourcesGuaranteed"`
+	ResourcesTotal      map[string]int64 `json:"resourcesTotal"`
+}
+
+func (pcs *PhysicalCellStatus) deepCopy() *PhysicalCellStatus {
+	copied := &PhysicalCellStatus{
+		CellStatus: pcs.CellStatus,
+		VC:         pcs.VC,
+	}
+	if pcs.CellChildren != nil {
+		copied.CellChildren = make([]*PhysicalCellStatus, len(pcs.CellChildren))
+		for i, child := range pcs.CellChildren {
+			copied.CellChildren[i] = child.deepCopy()
+		}
+	}
+	if pcs.VirtualCell != nil {
+		copied.VirtualCell = pcs.VirtualCell.deepCopy()
+	}
+	return copied
+}
+
+func (pcs PhysicalClusterStatus) DeepCopy() PhysicalClusterStatus {
+	copied := make(PhysicalClusterStatus, len(pcs))
+	for i, c := range pcs {
+		copied[i] = c.deepCopy()
+	}
+	return copied
+}
+
+func (vcs *VirtualCellStatus) deepCopy() *VirtualCellStatus {
+	copied := &VirtualCellStatus{
+		CellStatus: vcs.CellStatus,
+	}
+	if vcs.CellChildren != nil {
+		copied.CellChildren = make([]*VirtualCellStatus, len(vcs.CellChildren))
+		for i, child := range vcs.CellChildren {
+			copied.CellChildren[i] = child.deepCopy()
+		}
+	}
+	if vcs.PhysicalCell != nil {
+		copied.PhysicalCell = vcs.PhysicalCell.deepCopy()
+	}
+	return copied
+}
+
+func (vcs VirtualClusterStatus) DeepCopy() VirtualClusterStatus {
+	copied := make(VirtualClusterStatus, len(vcs))
+	for i, c := range vcs {
+		copied[i] = c.deepCopy()
+	}
+	return copied
+}
diff --git a/src/hivedscheduler/src/pkg/common/types.go b/src/hivedscheduler/src/pkg/common/types.go
new file mode 100644
index 00000000..e95468e2
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/common/types.go
@@ -0,0 +1,96 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package common
+
+import (
+	"fmt"
+
+	"k8s.io/klog"
+)
+
+type Empty struct{}
+type T interface{}
+
+type Set struct {
+	items map[T]Empty
+}
+
+func NewSet(items ...T) Set {
+	s := Set{items: map[T]Empty{}}
+	for _, item := range items {
+		s.Add(item)
+	}
+	return s
+}
+
+func (s Set) Contains(item T) bool {
+	_, exists := s.items[item]
+	return exists
+}
+
+func (s Set) Add(item T) Set {
+	s.items[item] = Empty{}
+	return s
+}
+
+func (s Set) Delete(item T) Set {
+	delete(s.items, item)
+	return s
+}
+
+func (s Set) IsEmpty() bool {
+	return len(s.items) == 0
+}
+
+func (s Set) Items() map[T]Empty {
+	return s.items
+}
+
+func (s Set) String() string {
+	ss := make([]string, len(s.items))
+	n := int32(0)
+	for item := range s.items {
+		ss[n] = fmt.Sprintf("%v", item)
+		n++
+	}
+	return ToJson(ss)
+}
+
+type ImmutableSet struct {
+	set Set
+}
+
+func NewImmutableSet(items ...T) ImmutableSet {
+	return ImmutableSet{set: NewSet(items...)}
+}
+
+func (s ImmutableSet) Contains(item T) bool {
+	return s.set.Contains(item)
+}
+
+type KlogWriter struct{}
+
+func (w KlogWriter) Write(data []byte) (n int, err error) {
+	klog.InfoDepth(1, string(data))
+	return len(data), nil
+}
diff --git a/src/hivedscheduler/src/pkg/common/utils.go b/src/hivedscheduler/src/pkg/common/utils.go
new file mode 100644
index 00000000..875832e1
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/common/utils.go
@@ -0,0 +1,306 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package common
+
+import (
+	"context"
+	"encoding/json"
+	"flag"
+	"fmt"
+	"io/ioutil"
+	"log"
+	"math/rand"
+	"os"
+	"os/signal"
+	"runtime/debug"
+	"sort"
+	"strconv"
+	"strings"
+	"syscall"
+	"time"
+
+	"gopkg.in/yaml.v2"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/types"
+	"k8s.io/klog"
+)
+
+func Quote(s string) string {
+	return `"` + s + `"`
+}
+
+func GetEnv(key, fallback string) string {
+	if value, ok := os.LookupEnv(key); ok {
+		return value
+	}
+	return fallback
+}
+
+func ReferEnvVar(name string) string {
+	return "$(" + name + ")"
+}
+
+func PtrString(o string) *string {
+	return &o
+}
+
+func PtrInt32(o int32) *int32 {
+	return &o
+}
+
+func NilInt32() *int32 {
+	return nil
+}
+
+func PtrInt64(o int64) *int64 {
+	return &o
+}
+
+func PtrFloat64(o float64) *float64 {
+	return &o
+}
+
+func PtrBool(o bool) *bool {
+	return &o
+}
+
+func NilBool() *bool {
+	return nil
+}
+
+func PtrUID(o types.UID) *types.UID {
+	return &o
+}
+
+func PtrUIDStr(s string) *types.UID {
+	return PtrUID(types.UID(s))
+}
+
+func PtrNow() *meta.Time {
+	now := meta.Now()
+	return &now
+}
+
+func SecToDuration(sec *int64) time.Duration {
+	return time.Duration(*sec) * time.Second
+}
+
+func IsTimeout(leftDuration time.Duration) bool {
+	// Align with the AddAfter method of the workqueue
+	return leftDuration <= 0
+}
+
+func CurrentLeftDuration(startTime meta.Time, timeoutSec *int64) time.Duration {
+	currentDuration := time.Since(startTime.Time)
+	timeoutDuration := SecToDuration(timeoutSec)
+	leftDuration := timeoutDuration - currentDuration
+	return leftDuration
+}
+
+func InitAll() {
+	InitLogger()
+	InitRandSeed()
+}
+
+func InitLogger() {
+	// Defaulting
+	klog.InitFlags(flag.CommandLine)
+	flag.Set("v", "2")
+
+	// Configure klog from command line
+	flag.Parse()
+
+	// Only support stderr logging and not support file logging.
+	// To achieve file logging, user can redirect the stderr to file and rotate the
+	// file to avoid out of disk.
+	// This is because currently file logging in klog has some limitations:
+	// 1. klog will never remove old files even if the log_file_max_size is exceeded.
+	//    So, the total log data size cannot be limited.
+	// 2. We do not have the chance to flush log to file, if a panic is called in
+	//    an unmanaged goroutine and no one can recover it in the goroutine.
+	//    So, even if the log about the panic itself can be lost.
+	flag.Set("logtostderr", "true")
+	flag.Set("alsologtostderr", "true")
+	flag.Set("stderrthreshold", "INFO")
+	klog.SetOutput(ioutil.Discard)
+
+	// Redirect the default golang log to klog
+	log.SetOutput(KlogWriter{})
+	log.SetFlags(0)
+}
+
+func InitRandSeed() {
+	rand.Seed(time.Now().UTC().UnixNano())
+}
+
+func NewStopChannel() <-chan struct{} {
+	stopCh := make(chan struct{})
+
+	// Stop on shutdown signal:
+	// Must be a buffered channel, otherwise the shutdown signal may be lost.
+	shutdownCh := make(chan os.Signal, 1)
+	signal.Notify(shutdownCh, syscall.SIGINT, syscall.SIGTERM)
+	go func() {
+		s := <-shutdownCh
+		klog.Warningf("Received shutdown signal: %v", s)
+		close(stopCh)
+	}()
+
+	return stopCh
+}
+
+// Rand in range [min, max]
+func RandInt64(min int64, max int64) int64 {
+	return min + rand.Int63n(max-min+1)
+}
+
+func ToYaml(obj interface{}) string {
+	yamlBytes, err := yaml.Marshal(obj)
+	if err != nil {
+		panic(fmt.Errorf("Failed to marshal Object %#v to YAML: %v", obj, err))
+	}
+	return string(yamlBytes)
+}
+
+func FromYaml(yamlStr string, objAddr interface{}) {
+	err := yaml.Unmarshal([]byte(yamlStr), objAddr)
+	if err != nil {
+		panic(fmt.Errorf("Failed to unmarshal YAML %#v to Object: %v", yamlStr, err))
+	}
+}
+
+func ToJson(obj interface{}) string {
+	return string(ToJsonBytes(obj))
+}
+
+func FromJson(jsonStr string, objAddr interface{}) {
+	FromJsonBytes([]byte(jsonStr), objAddr)
+}
+
+func ToJsonBytes(obj interface{}) []byte {
+	jsonBytes, err := json.Marshal(obj)
+	if err != nil {
+		panic(fmt.Errorf("Failed to marshal Object %#v to JSON: %v", obj, err))
+	}
+	return jsonBytes
+}
+
+func FromJsonBytes(jsonBytes []byte, objAddr interface{}) {
+	err := json.Unmarshal(jsonBytes, objAddr)
+	if err != nil {
+		panic(fmt.Errorf("Failed to unmarshal JSON %#v to Object: %v", string(jsonBytes), err))
+	}
+}
+
+func GetPanicDetails(recoveredObj interface{}) string {
+	return fmt.Sprintf("\n  panic: %#v\n  %v", recoveredObj, GetCallStack())
+}
+
+func GetCallStack() string {
+	return strings.Replace(strings.Replace(string(debug.Stack()),
+		"\t", "  ", -1),
+		"\n", "\n    ", -1)
+}
+
+func ToIndicesString(indices []int32) string {
+	strIndices := []string{}
+
+	for _, i := range indices {
+		strIndices = append(strIndices, fmt.Sprint(i))
+	}
+	indicesStr := strings.Join(strIndices, ",")
+	return indicesStr
+}
+
+func StringsContains(s []string, e string) bool {
+	for _, te := range s {
+		if te == e {
+			return true
+		}
+	}
+	return false
+}
+
+func Int32ToString(i int32) string {
+	s := strconv.FormatInt(int64(i), 10)
+	return s
+}
+
+func StringToInt32(s string) int32 {
+	i, err := strconv.ParseInt(s, 10, 32)
+	if err != nil {
+		panic(fmt.Sprintf("invalid literal for int32: %v", err))
+	}
+	return int32(i)
+}
+
+func SortInt32(n []int32) {
+	tmp := make([]int, len(n))
+	for i := 0; i < len(n); i++ {
+		tmp[i] = int(n[i])
+	}
+	sort.Ints(tmp)
+	for i := 0; i < len(tmp); i++ {
+		n[i] = int32(tmp[i])
+	}
+}
+
+func Int32SliceContains(n []int32, i int32) bool {
+	for _, j := range n {
+		if i == j {
+			return true
+		}
+	}
+	return false
+}
+
+func Int32MapKeys(m map[int32]int32) []int32 {
+	s := make([]int32, len(m))
+	i := 0
+	for k := range m {
+		s[i] = k
+		i++
+	}
+	return s
+}
+
+func ContextWithCancelOnSignal(ctx context.Context) context.Context {
+	// Create a context with cancellation
+	ctx, cancel := context.WithCancel(context.Background())
+
+	// Listen for SIGINT and SIGTERM signals
+	signalCh := make(chan os.Signal, 1)
+	signal.Notify(signalCh, syscall.SIGINT, syscall.SIGTERM)
+
+	// Goroutine to handle signals
+	go func() {
+		select {
+		case <-signalCh:
+			cancel() // Cancel the context upon receiving signal
+		case <-ctx.Done():
+			// Context canceled, exiting signal handler
+			return
+		}
+	}()
+	return ctx
+}
diff --git a/src/hivedscheduler/src/pkg/internal/types.go b/src/hivedscheduler/src/pkg/internal/types.go
new file mode 100644
index 00000000..853cde71
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/internal/types.go
@@ -0,0 +1,239 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package internal
+
+import (
+	"fmt"
+
+	si "github.com/microsoft/hivedscheduler/pkg/api"
+	core "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/types"
+	ei "k8s.io/kube-scheduler/extender/v1"
+)
+
+///////////////////////////////////////////////////////////////////////////////////////
+// Internal Common Types
+///////////////////////////////////////////////////////////////////////////////////////
+
+// WebServer Callbacks with K8S Default Scheduler
+// Notes:
+//  1. Error should be delivered by panic
+//  2. Should not assume previous succeeded operation also has been successfully
+//     executed by K8S Default Scheduler.
+type ExtenderHandlers struct {
+	FilterHandler  func(args ei.ExtenderArgs) *ei.ExtenderFilterResult
+	BindHandler    func(args ei.ExtenderBindingArgs) *ei.ExtenderBindingResult
+	PreemptHandler func(args ei.ExtenderPreemptionArgs) *ei.ExtenderPreemptionResult
+}
+
+type InspectHandlers struct {
+	GetAllAffinityGroupsHandler        func() si.AffinityGroupList
+	GetAffinityGroupHandler            func(groupName string) si.AffinityGroup
+	GetClusterStatusHandler            func() si.ClusterStatus
+	GetPhysicalClusterStatusHandler    func() si.PhysicalClusterStatus
+	GetAllVirtualClustersStatusHandler func() map[si.VirtualClusterName]si.VirtualClusterStatus
+	GetVirtualClusterStatusHandler     func(vcName si.VirtualClusterName) si.VirtualClusterStatus
+	GetClusterStatisticsHandler        func() map[si.VirtualClusterName]si.ClusterStatistics
+}
+
+// SchedulerAlgorithm is used to make the pod schedule decision based on its whole
+// cluster scheduling view constructed from its Add/Update/Delete callbacks.
+// Notes:
+//  1. Error should be delivered by panic and it will not change any state.
+//     For WebServer Callbacks, all Panics will be recovered as error responses,
+//     see HandleInformerPanic.
+//     For Informer Callbacks, only User Error Panics will be recovered as error
+//     logs, other Panics will crash the whole process, see HandleWebServerPanic.
+//  2. Should take all the input parameters as readonly and return pod schedule
+//     decision by PodScheduleResult.
+//  3. {Schedule, AddUnallocatedPod, DeleteUnallocatedPod, AddAllocatedPod,
+//     DeleteAllocatedPod} will never be executed concurrently for all pods.
+//  4. [Schedule -> (AddAllocatedPod) -> Schedule -> ...] is executed sequentially
+//     for all pods.
+//     I.e. the constructed scheduling view is already lock protected.
+//  5. [START -> AddAllocatedPod -> DeleteAllocatedPod -> END] is executed
+//     sequentially for one specific Pod.
+//     I.e. once a specific Pod is allocated by AddAllocatedPod, its placement
+//     will never be changed to another one.
+type SchedulerAlgorithm interface {
+	// See details in SchedulingPhase and PodScheduleResult.
+	Schedule(pod *core.Pod, suggestedNodes []string, phase SchedulingPhase) PodScheduleResult
+
+	// Track all current Nodes in the whole cluster.
+	AddNode(node *core.Node)
+	UpdateNode(oldNode, newNode *core.Node)
+	DeleteNode(node *core.Node)
+
+	// Track all current unallocated and allocated Pods in the whole cluster.
+	// Unallocated Pod includes both PodWaiting and PodPreempting Pods.
+	AddUnallocatedPod(pod *core.Pod)
+	DeleteUnallocatedPod(pod *core.Pod)
+	// Allocated Pod includes both PodBound and PodBinding Pods.
+	AddAllocatedPod(pod *core.Pod)
+	DeleteAllocatedPod(pod *core.Pod)
+
+	// Expose current scheduling status
+	GetAllAffinityGroups() si.AffinityGroupList
+	GetAffinityGroup(name string) si.AffinityGroup
+	GetClusterStatus() si.ClusterStatus
+	GetPhysicalClusterStatus() si.PhysicalClusterStatus
+	GetAllVirtualClustersStatus() map[si.VirtualClusterName]si.VirtualClusterStatus
+	GetVirtualClusterStatus(si.VirtualClusterName) si.VirtualClusterStatus
+	GetClusterStatistics() map[si.VirtualClusterName]si.ClusterStatistics
+}
+
+type SchedulingPhase string
+
+const (
+	// The Schedule is called during filterRoutine:
+	// The suggestedNodes contain all nodes that can fit the pod without any
+	// lower priority Pods preempted.
+	FilteringPhase SchedulingPhase = "Filtering"
+
+	// The Schedule is called during preemptRoutine:
+	// The suggestedNodes contain all nodes that can fit the pod after all
+	// lower priority Pods preempted.
+	PreemptingPhase SchedulingPhase = "Preempting"
+)
+
+// Notes:
+//  1. If the SchedulerAlgorithm found sufficient free resource, only PodBindInfo
+//     should be set.
+//     If the SchedulerAlgorithm found sufficient preemptible resource, only
+//     PodPreemptInfo should be set.
+//     Otherwise, only PodWaitInfo can be optionally set.
+//  2. The selected node in PodBindInfo requires:
+//  1. Must be within candidateNodes:
+//     All existing nodes which can be constructed from AddNode/DeleteNode.
+//     Otherwise, the Pod after bound will be probably deleted by the
+//     GarbageCollectionController.
+//  2. Better to be within suggestedNodes:
+//     The input parameter of Schedule().
+//     Otherwise, the Pod after bound will not respect previous pod schedule
+//     decision from K8S Default Scheduler, i.e. this binding is incompatible
+//     with K8S Default Scheduler.
+type PodScheduleResult struct {
+	PodWaitInfo    *PodWaitInfo
+	PodPreemptInfo *PodPreemptInfo
+	PodBindInfo    *si.PodBindInfo
+}
+
+// PodUID -> PodScheduleStatus
+type PodScheduleStatuses map[types.UID]*PodScheduleStatus
+
+// Used to track the PodScheduleResult
+type PodScheduleStatus struct {
+	// The Pod which will be used in current PodState.
+	// For example, in PodBinding state, it should be a Pod used to bind,
+	// i.e. with all placements set in the Pod.
+	Pod      *core.Pod
+	PodState PodState
+	// The already tried Pod binding attempts, i.e. the scheduled times for a Pod
+	// in PodBinding state.
+	PodBindAttempts   int32
+	PodScheduleResult *PodScheduleResult
+}
+
+type PodState string
+
+// [VirtualState]: This state is not tracked in PodScheduleStatuses.
+//
+// Pod is unknown for the scheduler, such as the Pod does not exist, completed
+// or has not been informed to the scheduler.
+//
+// A completed Pod is the same as a deleted Pod from the scheduler view and they
+// will never be informed to the scheduler, thus they are rejected to be scheduled.
+// However, the not yet informed not completed Pod will be eventually informed to
+// the scheduler, then transition to not VirtualState, thus they are accepted
+// to be scheduled.
+//
+// This state can be transitioned from any state, but can only transition to:
+// -> PodWaiting
+// -> PodBound
+const PodUnknown PodState = "Unknown"
+
+// [AllocatedState]: The Pod is considered to be allocated from the scheduler view.
+const (
+	// Pod is waiting for preemptible or free resource to appear.
+	// [StartState]
+	// -> PodPreempting
+	// -> PodBinding
+	PodWaiting PodState = "Waiting"
+
+	// Pod is waiting for the appeared preemptible resource to be free by preemption.
+	// -> PodBinding
+	// -> PodWaiting
+	PodPreempting PodState = "Preempting"
+
+	// Pod is binding on the free resource.
+	// [AllocatedState]
+	// -> PodBound
+	PodBinding PodState = "Binding"
+
+	// Pod is bound on the free resource.
+	// [FinalState]
+	// [AllocatedState]
+	PodBound PodState = "Bound"
+)
+
+func IsAllocated(state PodState) bool {
+	return state == PodBinding || state == PodBound
+}
+
+// No need to use it recover scheduler waiting resource
+type PodWaitInfo struct {
+	// The reason why no preemptible or free resource to allocate the Pod now.
+	Reason string
+}
+
+// No need to use it recover scheduler preempting resource
+type PodPreemptInfo struct {
+	// Only need to include the victim Pods for the current preemptor Pod.
+	// Need to ensure the newly deleted victim Pods are eventually removed from here,
+	// otherwise, the default scheduler refuse to execute any preemption.
+	// Need to ensure the newly added victim Pods are eventually added to here,
+	// otherwise, the preemption will never complete.
+	// It can be empty, such as current preemptor Pod is waiting for the victim Pods
+	// of other preemptor Pods in the same group to be preempted.
+	// It can contain victim Pods across multiple nodes, such as a victim group may
+	// contain Pods across multiple nodes.
+	VictimPods []*core.Pod
+}
+
+type PodKey struct {
+	Namespace string
+	Name      string
+	UID       types.UID
+}
+
+func NewPodKey(namespace string, name string, uid types.UID) *PodKey {
+	return &PodKey{
+		Namespace: namespace,
+		Name:      name,
+		UID:       uid,
+	}
+}
+
+func (pk *PodKey) String() string {
+	return fmt.Sprintf("%v(%v/%v)", pk.UID, pk.Namespace, pk.Name)
+}
diff --git a/src/hivedscheduler/src/pkg/internal/utils.go b/src/hivedscheduler/src/pkg/internal/utils.go
new file mode 100644
index 00000000..8d5e0a76
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/internal/utils.go
@@ -0,0 +1,383 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package internal
+
+import (
+	"context"
+	"fmt"
+	"net/http"
+	"strings"
+
+	si "github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	core "k8s.io/api/core/v1"
+	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
+	kubeClient "k8s.io/client-go/kubernetes"
+	"k8s.io/client-go/rest"
+	"k8s.io/client-go/tools/cache"
+	"k8s.io/klog"
+)
+
+func CreateClient(kConfig *rest.Config) kubeClient.Interface {
+	kClient, err := kubeClient.NewForConfig(kConfig)
+	if err != nil {
+		panic(fmt.Errorf("Failed to create KubeClient: %v", err))
+	}
+
+	return kClient
+}
+
+func GetKey(obj interface{}) (string, error) {
+	return cache.DeletionHandlingMetaNamespaceKeyFunc(obj)
+}
+
+func SplitKey(key string) (namespace, name string, err error) {
+	return cache.SplitMetaNamespaceKey(key)
+}
+
+// obj should come from Pod SharedIndexInformer, otherwise may panic.
+func ToPod(obj interface{}) *core.Pod {
+	pod, ok := obj.(*core.Pod)
+
+	if !ok {
+		deletedFinalStateUnknown, ok := obj.(cache.DeletedFinalStateUnknown)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert obj to Pod or DeletedFinalStateUnknown: %#v",
+				obj))
+		}
+
+		pod, ok = deletedFinalStateUnknown.Obj.(*core.Pod)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert DeletedFinalStateUnknown.Obj to Pod: %#v",
+				deletedFinalStateUnknown))
+		}
+	}
+
+	return pod
+}
+
+// obj should come from Node SharedIndexInformer, otherwise may panic.
+func ToNode(obj interface{}) *core.Node {
+	node, ok := obj.(*core.Node)
+
+	if !ok {
+		deletedFinalStateUnknown, ok := obj.(cache.DeletedFinalStateUnknown)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert obj to Node or DeletedFinalStateUnknown: %#v",
+				obj))
+		}
+
+		node, ok = deletedFinalStateUnknown.Obj.(*core.Node)
+		if !ok {
+			panic(fmt.Errorf(
+				"Failed to convert DeletedFinalStateUnknown.Obj to Node: %#v",
+				deletedFinalStateUnknown))
+		}
+	}
+
+	return node
+}
+
+func Key(p *core.Pod) string {
+	return fmt.Sprintf("%v(%v/%v)", p.UID, p.Namespace, p.Name)
+}
+
+func IsCompleted(pod *core.Pod) bool {
+	return pod.Status.Phase == core.PodSucceeded ||
+		pod.Status.Phase == core.PodFailed
+}
+
+func IsLive(pod *core.Pod) bool {
+	return !IsCompleted(pod)
+}
+
+func isHivedEnabledForContainers(containers []core.Container) bool {
+	for _, container := range containers {
+		// No need to check Requests, since extended resource must set Limits.
+		for resourceName, resourceQuantity := range container.Resources.Limits {
+			if resourceName == si.ResourceNamePodSchedulingEnable &&
+				resourceQuantity.Sign() > 0 {
+				return true
+			}
+		}
+	}
+
+	return false
+}
+
+func IsHivedEnabled(pod *core.Pod) bool {
+	if isHivedEnabledForContainers(pod.Spec.InitContainers) {
+		return true
+	}
+	if isHivedEnabledForContainers(pod.Spec.Containers) {
+		return true
+	}
+
+	return false
+}
+
+// Aligned with K8S HTTPExtender, so that Informer is also aligned with WebServer.
+func IsInterested(pod *core.Pod) bool {
+	// A completed Pod is the same as a deleted Pod from the scheduler view, so only
+	// track live Pod.
+	return IsLive(pod) && IsHivedEnabled(pod)
+}
+
+// Scheduler only can see live Pod, so the IsLive() check is usually redundant.
+// A bound Pod means it is currently holding its requested resources.
+func IsBound(pod *core.Pod) bool {
+	return pod.Spec.NodeName != "" && IsLive(pod)
+}
+
+// An unbound Pod means it is currently waiting on its requested resources.
+func IsUnbound(pod *core.Pod) bool {
+	return pod.Spec.NodeName == "" && IsLive(pod)
+}
+
+// A node is considered healthy if it is not unschedulable and in ready condition.
+func IsNodeHealthy(node *core.Node) bool {
+	if node.Spec.Unschedulable {
+		return false
+	}
+	for _, c := range node.Status.Conditions {
+		if c.Type == core.NodeReady && c.Status == core.ConditionTrue {
+			return true
+		}
+	}
+	return false
+}
+
+func NewBindingPod(pod *core.Pod, podBindInfo *si.PodBindInfo) *core.Pod {
+	bindingPod := pod.DeepCopy()
+
+	bindingPod.Spec.NodeName = podBindInfo.Node
+
+	if bindingPod.Annotations == nil {
+		bindingPod.Annotations = map[string]string{}
+	}
+	bindingPod.Annotations[si.AnnotationKeyPodLeafCellIsolation] =
+		common.ToIndicesString(podBindInfo.LeafCellIsolation)
+	bindingPod.Annotations[si.AnnotationKeyPodBindInfo] =
+		common.ToYaml(podBindInfo)
+
+	return bindingPod
+}
+
+// converts old spec annotations for backward compatibility
+func convertOldAnnotation(annotation string) string {
+	r := strings.NewReplacer(
+		"gpuType", "leafCellType",
+		"gpuNumber", "leafCellNumber",
+		"gpuIsolation", "leafCellIsolation",
+		"physicalGpuIndices", "physicalLeafCellIndices",
+	)
+	return r.Replace(annotation)
+}
+
+// PodBindInfo comes from internal, so just need to assert when deserialization.
+func ExtractPodBindInfo(allocatedPod *core.Pod) *si.PodBindInfo {
+	podBindInfo := si.PodBindInfo{}
+
+	annotation := convertOldAnnotation(allocatedPod.Annotations[si.AnnotationKeyPodBindInfo])
+	if annotation == "" {
+		panic(fmt.Errorf(
+			"Pod does not contain or contains empty annotation: %v",
+			si.AnnotationKeyPodBindInfo))
+	}
+
+	common.FromYaml(annotation, &podBindInfo)
+	return &podBindInfo
+}
+
+func ExtractPodBindAnnotations(allocatedPod *core.Pod) map[string]string {
+	if _, ok := allocatedPod.Annotations[si.AnnotationKeyPodLeafCellIsolation]; ok {
+		return map[string]string{
+			si.AnnotationKeyPodLeafCellIsolation: allocatedPod.Annotations[si.AnnotationKeyPodLeafCellIsolation],
+			si.AnnotationKeyPodBindInfo:          allocatedPod.Annotations[si.AnnotationKeyPodBindInfo],
+		}
+	} else {
+		return map[string]string{
+			si.AnnotationKeyPodLeafCellIsolation: allocatedPod.Annotations[si.DeprecatedAnnotationKeyPodGpuIsolation],
+			si.AnnotationKeyPodBindInfo:          convertOldAnnotation(allocatedPod.Annotations[si.AnnotationKeyPodBindInfo]),
+		}
+	}
+}
+
+// PodSchedulingSpec comes from external, so need more Defaulting and Validation
+// when deserialization.
+func ExtractPodSchedulingSpec(pod *core.Pod) *si.PodSchedulingSpec {
+	// Consider all panics are BadRequestPanic.
+	defer AsBadRequestPanic()
+	errPfx := fmt.Sprintf("Pod annotation %v: ", si.AnnotationKeyPodSchedulingSpec)
+
+	podSchedulingSpec := si.PodSchedulingSpec{IgnoreK8sSuggestedNodes: true}
+
+	annotation := convertOldAnnotation(pod.Annotations[si.AnnotationKeyPodSchedulingSpec])
+	if annotation == "" {
+		panic(fmt.Errorf("%sAnnotation does not exist or is empty", errPfx))
+	}
+
+	common.FromYaml(annotation, &podSchedulingSpec)
+
+	// Defaulting
+	if podSchedulingSpec.AffinityGroup == nil {
+		podSchedulingSpec.AffinityGroup = &si.AffinityGroupSpec{
+			Name: fmt.Sprintf("%v/%v", pod.Namespace, pod.Name),
+			Members: []si.AffinityGroupMemberSpec{{
+				PodNumber:      1,
+				LeafCellNumber: podSchedulingSpec.LeafCellNumber},
+			},
+		}
+	}
+
+	// Validation
+	if podSchedulingSpec.VirtualCluster == "" {
+		panic(fmt.Errorf("%sVirtualCluster is empty", errPfx))
+	}
+	if podSchedulingSpec.Priority < si.OpportunisticPriority {
+		panic(fmt.Errorf(errPfx+"Priority is less than %v", si.OpportunisticPriority))
+	}
+	if podSchedulingSpec.Priority > si.MaxGuaranteedPriority {
+		panic(fmt.Errorf(errPfx+"Priority is greater than %v", si.MaxGuaranteedPriority))
+	}
+	if podSchedulingSpec.LeafCellNumber <= 0 {
+		panic(fmt.Errorf("%sLeafCellNumber is non-positive", errPfx))
+	}
+	if podSchedulingSpec.AffinityGroup.Name == "" {
+		panic(fmt.Errorf("%sAffinityGroup.Name is empty", errPfx))
+	}
+
+	isPodInGroup := false
+	for _, member := range podSchedulingSpec.AffinityGroup.Members {
+		if member.PodNumber <= 0 {
+			panic(fmt.Errorf("%sAffinityGroup.Members has non-positive PodNumber", errPfx))
+		}
+		if member.LeafCellNumber <= 0 {
+			panic(fmt.Errorf("%sAffinityGroup.Members has non-positive LeafCellNumber", errPfx))
+		}
+		if member.LeafCellNumber == podSchedulingSpec.LeafCellNumber {
+			isPodInGroup = true
+		}
+	}
+	if !isPodInGroup {
+		panic(fmt.Errorf("%sAffinityGroup.Members does not contain the current Pod", errPfx))
+	}
+
+	return &podSchedulingSpec
+}
+
+func BindPod(ctx context.Context, kClient kubeClient.Interface, bindingPod *core.Pod) {
+	// The K8S Bind is atomic and can only succeed at most once.
+	err := kClient.CoreV1().Pods(bindingPod.Namespace).Bind(ctx, &core.Binding{
+		ObjectMeta: meta.ObjectMeta{
+			Namespace:   bindingPod.Namespace,
+			Name:        bindingPod.Name,
+			UID:         bindingPod.UID,
+			Annotations: ExtractPodBindAnnotations(bindingPod),
+		},
+		Target: core.ObjectReference{
+			Kind: "Node",
+			Name: bindingPod.Spec.NodeName,
+		},
+	}, meta.CreateOptions{})
+
+	if err != nil {
+		panic(fmt.Errorf("Failed to bind Pod: %v", err))
+	}
+
+	klog.Infof("[%v]: Succeeded to bind Pod on node %v, leaf cells %v",
+		Key(bindingPod),
+		bindingPod.Spec.NodeName,
+		bindingPod.Annotations[si.AnnotationKeyPodLeafCellIsolation])
+}
+
+func NewBadRequestError(message string) *si.WebServerError {
+	return si.NewWebServerError(http.StatusBadRequest, message)
+}
+
+// Wrap and Rethrow Panic as BadRequestError Panic
+func AsBadRequestPanic() {
+	if r := recover(); r != nil {
+		panic(NewBadRequestError(fmt.Sprintf("%v", r)))
+	}
+}
+
+// Recover User Error Panic
+// Rethrow Platform Error Panic
+func HandleInformerPanic(logPfx string, logOnSucceeded bool) {
+	if r := recover(); r != nil {
+		if err, ok := r.(*si.WebServerError); ok {
+			if err.Code >= http.StatusBadRequest &&
+				err.Code < http.StatusInternalServerError {
+				klog.Warningf(logPfx+"Skipped due to User Error: %v", err.Error())
+				return
+			}
+		}
+
+		panic(fmt.Errorf(logPfx+"Failed: %v", r))
+	} else if logOnSucceeded {
+		klog.Infof("%sSucceeded", logPfx)
+	}
+}
+
+// Wrap and Rethrow Panic
+func HandleRoutinePanic(logPfx string) {
+	if r := recover(); r != nil {
+		if err, ok := r.(*si.WebServerError); ok {
+			panic(si.NewWebServerError(
+				err.Code,
+				fmt.Sprintf(logPfx+"Failed: %v", err.Message)))
+		} else {
+			panic(fmt.Errorf(logPfx+"Failed: %v", r))
+		}
+	} else {
+		klog.Infof("%sSucceeded", logPfx)
+	}
+}
+
+// Log and Recover Panic
+func HandleWebServerPanic(handler func(*si.WebServerError)) {
+	if r := recover(); r != nil {
+		err, ok := r.(*si.WebServerError)
+		if !ok {
+			err = si.NewWebServerError(
+				http.StatusInternalServerError,
+				fmt.Sprintf("%v", r))
+		}
+
+		if err.Code >= http.StatusInternalServerError {
+			klog.Warningf("%v%v", err.Message, common.GetPanicDetails(r))
+			err.Message = fmt.Sprintf(si.ComponentName+": Platform Error: %v", err.Message)
+		} else if err.Code >= http.StatusBadRequest {
+			klog.Infof("%v", err.Message)
+			err.Message = fmt.Sprintf(si.ComponentName+": User Error: %v", err.Message)
+		}
+
+		if handler != nil {
+			handler(err)
+		}
+	}
+}
diff --git a/src/hivedscheduler/src/pkg/scheduler/scheduler.go b/src/hivedscheduler/src/pkg/scheduler/scheduler.go
new file mode 100644
index 00000000..947c0c19
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/scheduler/scheduler.go
@@ -0,0 +1,763 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package scheduler
+
+import (
+	"context"
+	"fmt"
+	"sync"
+	"time"
+
+	"github.com/microsoft/hivedscheduler/pkg/algorithm"
+	si "github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"github.com/microsoft/hivedscheduler/pkg/internal"
+	"github.com/microsoft/hivedscheduler/pkg/webserver"
+	core "k8s.io/api/core/v1"
+	apiErrors "k8s.io/apimachinery/pkg/api/errors"
+	"k8s.io/apimachinery/pkg/util/runtime"
+	kubeInformer "k8s.io/client-go/informers"
+	kubeClient "k8s.io/client-go/kubernetes"
+	coreLister "k8s.io/client-go/listers/core/v1"
+	"k8s.io/client-go/rest"
+	"k8s.io/client-go/tools/cache"
+	"k8s.io/klog"
+	ei "k8s.io/kube-scheduler/extender/v1"
+)
+
+// HivedScheduler is the scheduling framework which serves as the bridge between
+// the scheduling algorithm and K8S.
+// It provides the whole cluster scheduling view and the interested pod scheduling
+// request from K8S to the scheduling algorithm, then it drives the scheduling
+// algorithm to make the pod schedule decision, finally it will fully obey the
+// decision and try its best to execute the decision to K8S.
+type HivedScheduler struct {
+	kConfig *rest.Config
+	sConfig *si.Config
+
+	// Client is used to write remote objects in ApiServer.
+	// Remote objects are up-to-date and is writable.
+	//
+	// To read objects, it is better to use Lister instead of Client, since the
+	// Lister is cached.
+	//
+	// Client already has retry policy to retry for most transient failures.
+	// Client write failure does not mean the write does not succeed on remote, the
+	// failure may be due to the success response is just failed to deliver to the
+	// Client.
+	kClient kubeClient.Interface
+
+	// Informer is used to sync remote objects to local cached objects, and then
+	// deliver corresponding events of the object changes.
+	//
+	// The event delivery for an object is level driven instead of edge driven,
+	// and the object is identified by its name instead of its UID.
+	// For example:
+	// 1. Informer may not deliver any event if a create is immediately followed
+	//    by a delete.
+	// 2. Informer may deliver an Update event with UID changed if a delete is
+	//    immediately followed by a create.
+	//
+	// Platform Error Panic in Informer Callbacks will not be recovered, i.e. it will
+	// crash the whole process, since generally it is a ground truth failure that
+	// cannot be ignored and will impact the whole scheduling.
+	nodeInformer cache.SharedIndexInformer
+	podInformer  cache.SharedIndexInformer
+
+	// Lister is used to read local cached objects in Informer.
+	// Local cached objects may be outdated and is not writable.
+	//
+	// Outdated means current local cached objects may not reflect previous Client
+	// remote writes.
+	//
+	// Node object provides the capacity and schedulable resource of a Node.
+	nodeLister coreLister.NodeLister
+	// Pod object provides the bound Pods and bound resource of a Node.
+	podLister coreLister.PodLister
+
+	// WebServer is used to interact with K8S Default Scheduler and others.
+	//
+	// Platform Error Panic in WebServer Callbacks will be recovered, since generally
+	// it is just one request failure that can be ignored and will not impact the
+	// whole scheduling.
+	webServer *webserver.WebServer
+
+	// SchedulerLock is used to protect the PodScheduleStatuses and its derived
+	// scheduling view inside the SchedulerAlgorithm.
+	// It also ensures the SchedulerAlgorithm.Schedule() will never be executed
+	// concurrently.
+	schedulerLock *sync.RWMutex
+
+	// PodScheduleStatuses serves as the ground truth of the scheduling view.
+	// It tracks and caches the PodScheduleStatus for all live (not completed)
+	// hived Pods, which merges the information from both SchedulerAlgorithm and
+	// PodInformer, so that SchedulerAlgorithm and K8S Default Scheduler can pick
+	// it up later.
+	podScheduleStatuses internal.PodScheduleStatuses
+
+	// SchedulerAlgorithm is used to make the pod schedule decision based on the
+	// scheduling view.
+	schedulerAlgorithm internal.SchedulerAlgorithm
+}
+
+func NewHivedScheduler() *HivedScheduler {
+	klog.Infof("Initializing " + si.ComponentName)
+
+	sConfig := si.NewConfig(si.InitRawConfig(&si.EnvValueConfigFilePath))
+	klog.Infof("With Config: \n%v", common.ToYaml(sConfig))
+	si.WatchConfig(&si.EnvValueConfigFilePath, sConfig)
+	kConfig := si.BuildKubeConfig(sConfig)
+
+	kClient := internal.CreateClient(kConfig)
+
+	nodeListerInformer := kubeInformer.NewSharedInformerFactory(kClient, 0).Core().V1().Nodes()
+	podListerInformer := kubeInformer.NewSharedInformerFactory(kClient, 0).Core().V1().Pods()
+	nodeInformer := nodeListerInformer.Informer()
+	podInformer := podListerInformer.Informer()
+	nodeLister := nodeListerInformer.Lister()
+	podLister := podListerInformer.Lister()
+
+	s := &HivedScheduler{
+		kConfig:             kConfig,
+		sConfig:             sConfig,
+		kClient:             kClient,
+		nodeInformer:        nodeInformer,
+		podInformer:         podInformer,
+		nodeLister:          nodeLister,
+		podLister:           podLister,
+		schedulerLock:       &sync.RWMutex{},
+		podScheduleStatuses: internal.PodScheduleStatuses{},
+		schedulerAlgorithm:  algorithm.NewHivedAlgorithm(sConfig),
+	}
+
+	// Setup Informer Callbacks
+	s.nodeInformer.AddEventHandler(
+		cache.ResourceEventHandlerFuncs{
+			AddFunc:    s.addNode,
+			UpdateFunc: s.updateNode,
+			DeleteFunc: s.deleteNode,
+		},
+	)
+
+	s.podInformer.AddEventHandler(
+		cache.FilteringResourceEventHandler{
+			FilterFunc: func(obj interface{}) bool {
+				pod := internal.ToPod(obj)
+				return internal.IsInterested(pod)
+			},
+			Handler: cache.ResourceEventHandlerFuncs{
+				AddFunc:    s.addPod,
+				UpdateFunc: s.updatePod,
+				DeleteFunc: s.deletePod,
+			},
+		},
+	)
+
+	// Setup WebServer Callbacks
+	s.webServer = webserver.NewWebServer(
+		sConfig,
+		internal.ExtenderHandlers{
+			FilterHandler:  s.filterRoutine,
+			BindHandler:    s.bindRoutine,
+			PreemptHandler: s.preemptRoutine,
+		},
+		internal.InspectHandlers{
+			GetAllAffinityGroupsHandler:        s.getAllAffinityGroups,
+			GetAffinityGroupHandler:            s.getAffinityGroup,
+			GetClusterStatusHandler:            s.getClusterStatus,
+			GetPhysicalClusterStatusHandler:    s.getPhysicalClusterStatus,
+			GetAllVirtualClustersStatusHandler: s.getAllVirtualClustersStatus,
+			GetVirtualClusterStatusHandler:     s.getVirtualClusterStatus,
+			GetClusterStatisticsHandler:        s.getClusterStatistics,
+		},
+	)
+
+	return s
+}
+
+func (s *HivedScheduler) Run(stopCh <-chan struct{}) {
+	defer klog.Errorf("Stopping " + si.ComponentName)
+	defer runtime.HandleCrash()
+
+	klog.Infof("Recovering " + si.ComponentName)
+
+	go s.nodeInformer.Run(stopCh)
+	go s.podInformer.Run(stopCh)
+	if !cache.WaitForCacheSync(
+		stopCh,
+		s.nodeInformer.HasSynced,
+		s.podInformer.HasSynced) {
+		panic(fmt.Errorf("Failed to WaitForCacheSync"))
+	}
+
+	// Previous bound pods recovery completed, start to accept scheduling request.
+	s.webServer.AsyncRun(stopCh)
+	klog.Infof("Running " + si.ComponentName)
+
+	<-stopCh
+}
+
+func (s *HivedScheduler) addNode(obj interface{}) {
+	node := internal.ToNode(obj)
+	logPfx := fmt.Sprintf("[%v]: addNode: ", node.Name)
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleInformerPanic(logPfx, true)
+
+	s.schedulerAlgorithm.AddNode(node)
+}
+
+func (s *HivedScheduler) updateNode(oldObj, newObj interface{}) {
+	oldNode := internal.ToNode(oldObj)
+	newNode := internal.ToNode(newObj)
+	// Informer may deliver an Update event with UID changed if a delete is
+	// immediately followed by a create, so manually decompose it.
+	if oldNode.UID != newNode.UID {
+		s.deleteNode(oldObj)
+		s.addNode(newObj)
+		return
+	}
+
+	logPfx := fmt.Sprintf("[%v]: updateNode: ", newNode.Name)
+	defer internal.HandleInformerPanic(logPfx, false)
+
+	s.schedulerAlgorithm.UpdateNode(oldNode, newNode)
+}
+
+func (s *HivedScheduler) deleteNode(obj interface{}) {
+	node := internal.ToNode(obj)
+	logPfx := fmt.Sprintf("[%v]: deleteNode: ", node.Name)
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleInformerPanic(logPfx, true)
+
+	s.schedulerAlgorithm.DeleteNode(node)
+}
+
+func (s *HivedScheduler) addPod(obj interface{}) {
+	pod := internal.ToPod(obj)
+	if internal.IsBound(pod) {
+		s.addBoundPod(pod)
+	} else {
+		s.addUnboundPod(pod)
+	}
+}
+
+func (s *HivedScheduler) updatePod(oldObj, newObj interface{}) {
+	oldPod := internal.ToPod(oldObj)
+	newPod := internal.ToPod(newObj)
+	// Informer may deliver an Update event with UID changed if a delete is
+	// immediately followed by a create, so manually decompose it.
+	if oldPod.UID != newPod.UID {
+		s.deletePod(oldObj)
+		s.addPod(newObj)
+		return
+	}
+
+	oldBound := internal.IsBound(oldPod)
+	newBound := internal.IsBound(newPod)
+	if !oldBound && newBound {
+		s.addBoundPod(newPod)
+	} else if oldBound && !newBound {
+		// Unreachable
+		panic(fmt.Errorf(
+			"[%v]: Pod updated from bound to unbound: previous bound node: %v",
+			internal.Key(newPod), oldPod.Spec.NodeName))
+	}
+}
+
+func (s *HivedScheduler) deletePod(obj interface{}) {
+	pod := internal.ToPod(obj)
+	s.schedulerLock.Lock()
+	defer s.schedulerLock.Unlock()
+
+	logPfx := fmt.Sprintf("[%v]: deletePod: ", internal.Key(pod))
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleInformerPanic(logPfx, true)
+
+	podStatus := s.podScheduleStatuses[pod.UID]
+	if podStatus != nil {
+		if internal.IsAllocated(podStatus.PodState) {
+			s.schedulerAlgorithm.DeleteAllocatedPod(podStatus.Pod)
+		} else {
+			s.schedulerAlgorithm.DeleteUnallocatedPod(podStatus.Pod)
+		}
+
+		delete(s.podScheduleStatuses, pod.UID)
+	}
+}
+
+func (s *HivedScheduler) addBoundPod(pod *core.Pod) {
+	s.schedulerLock.Lock()
+	defer s.schedulerLock.Unlock()
+
+	logPfx := fmt.Sprintf("[%v]: addBoundPod: ", internal.Key(pod))
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleInformerPanic(logPfx, true)
+
+	podStatus := s.podScheduleStatuses[pod.UID]
+	if podStatus != nil {
+		if internal.IsAllocated(podStatus.PodState) {
+			// Already allocated, so the placement should never be changed again.
+			// So, not need to update the allocated pod.
+			if podStatus.PodState != internal.PodBound {
+				s.podScheduleStatuses[pod.UID] = &internal.PodScheduleStatus{
+					Pod:               podStatus.Pod,
+					PodState:          internal.PodBound,
+					PodScheduleResult: nil,
+				}
+			}
+			return
+		}
+	}
+
+	// Recover bound pod.
+	s.schedulerAlgorithm.AddAllocatedPod(pod)
+	s.podScheduleStatuses[pod.UID] = &internal.PodScheduleStatus{
+		Pod:               pod,
+		PodState:          internal.PodBound,
+		PodScheduleResult: nil,
+	}
+}
+
+func (s *HivedScheduler) addUnboundPodWithoutLock(pod *core.Pod) {
+	logPfx := fmt.Sprintf("[%v]: addUnboundPod: ", internal.Key(pod))
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleInformerPanic(logPfx, true)
+
+	podStatus := s.podScheduleStatuses[pod.UID]
+	if podStatus != nil {
+		// Keep the existing one.
+		return
+	}
+
+	// Receive newly unbound pod, so it must be PodWaiting.
+	s.schedulerAlgorithm.AddUnallocatedPod(pod)
+	s.podScheduleStatuses[pod.UID] = &internal.PodScheduleStatus{
+		Pod:               pod,
+		PodState:          internal.PodWaiting,
+		PodScheduleResult: nil,
+	}
+}
+
+func (s *HivedScheduler) addUnboundPod(pod *core.Pod) {
+	s.schedulerLock.Lock()
+	defer s.schedulerLock.Unlock()
+	s.addUnboundPodWithoutLock(pod)
+}
+
+// Only live (not completed) unbound hived Pods are accepted to be scheduled.
+// Return unbound PodScheduleStatus.
+func (s *HivedScheduler) generalScheduleAdmissionCheck(
+	podStatus *internal.PodScheduleStatus) *internal.PodScheduleStatus {
+	if podStatus == nil {
+		// If the pod does not exist or completed:
+		// The inconsistency should can be reconciled by K8S Default Scheduler.
+		// If the pod has not been informed to the scheduler:
+		// The inconsistency should can be reconciled by the scheduler PodInformer.
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"Pod does not exist, completed or has not been informed to the scheduler")))
+	} else {
+		if podStatus.PodState == internal.PodBound {
+			// The inconsistency should can be reconciled by K8S Default Scheduler.
+			panic(internal.NewBadRequestError(fmt.Sprintf(
+				"Pod has already been bound to node %v",
+				podStatus.Pod.Spec.NodeName)))
+		}
+	}
+
+	return podStatus
+}
+
+func (s *HivedScheduler) validatePodBindInfo(
+	podBindInfo *si.PodBindInfo, suggestedNodes []string) error {
+	node := podBindInfo.Node
+
+	// Check against existing nodes
+	_, getErr := s.nodeLister.Get(node)
+	if getErr != nil {
+		if apiErrors.IsNotFound(getErr) {
+			// If the node does not exist:
+			// The inconsistency cannot be reconciled, the Pod should be still bound
+			// and then retried with another one, as normal pod deleted on node
+			// deleted.
+			// If the node has not been informed to the scheduler:
+			// The inconsistency should can be reconciled by the scheduler NodeInformer.
+			return fmt.Errorf(
+				"The SchedulerAlgorithm decided to bind on node %v, but the node "+
+					"does not exist or has not been informed to the scheduler", node)
+		} else {
+			// The inconsistency should can be reconciled by the scheduler NodeInformer.
+			return fmt.Errorf(
+				"Failed to check whether the SchedulerAlgorithm decided to bind on "+
+					"not existing node %v. Node cannot be got from local cache: %v",
+				node, getErr)
+		}
+	}
+
+	// Check against suggested nodes
+	if !common.StringsContains(suggestedNodes, node) {
+		return fmt.Errorf(
+			"The SchedulerAlgorithm decided to bind on node %v but the node "+
+				"is not within the selected nodes from K8S Default Scheduler. "+
+				"So, the binding is incompatible with K8S Default Scheduler.",
+			node)
+	}
+
+	return nil
+}
+
+func (s *HivedScheduler) shouldForceBind(
+	podStatus *internal.PodScheduleStatus, suggestedNodes []string) bool {
+	pod := podStatus.Pod
+	podBindAttempts := podStatus.PodBindAttempts
+	podBindInfo := podStatus.PodScheduleResult.PodBindInfo
+
+	logPfx := fmt.Sprintf("[%v]: Will force bind Pod: ", internal.Key(pod))
+
+	// Ensure the Pod can be bound according to the pod schedule decision eventually.
+	//
+	// Therefore, if the decision is really problematic based on current status,
+	// the Pod can fail itself or can be deleted by the GarbageCollectionController,
+	// then can be retried with another one, instead of potential forever binding
+	// or wrongly rolled back to PodWaiting.
+	//
+	// Given that the SchedulerAlgorithm should avoid make problematic decision
+	// based on current status, the retried Pod should can be scheduled on suitable
+	// placement decision eventually.
+	// Thus, the problematic decision can only be stale decision, i.e. only newly
+	// bad devices or newly deleted Nodes will lead Pod retried.
+	// For newly bad devices, it is like the normal behaviour that a pod will fail
+	// after the devices it runs on become unhealthy.
+	// For newly deleted Nodes, it is like the normal behaviour that a pod will
+	// be deleted by the GarbageCollectionController after the node it runs on is
+	// deleted.
+	//
+	// So overall keeps on binding, regardless of potential problematic decision,
+	// is acceptable.
+	if podBindAttempts >= *s.sConfig.ForcePodBindThreshold {
+		klog.Warningf(logPfx+
+			"The Pod binding has already been tried %v times which reaches the "+
+			"ForcePodBindThreshold %v",
+			podBindAttempts, *s.sConfig.ForcePodBindThreshold)
+		return true
+	} else if err := s.validatePodBindInfo(podBindInfo, suggestedNodes); err != nil {
+		// Proactively trigger force bind, if the pod schedule decision has already
+		// been detected to be probably invalid based on current status, to reduce
+		// the binding time.
+		klog.Warningf(logPfx+"%v", err)
+		return true
+	}
+
+	return false
+}
+
+// Bypass K8S Default Scheduler to directly trigger the bindRoutine, it can be
+// considered as a normal shadow of the previous bindRoutine if called
+// asynchronously.
+func (s *HivedScheduler) forceBindExecutor(bindingPod *core.Pod) {
+	logPfx := fmt.Sprintf("[%v]: forceBindExecutor: ", internal.Key(bindingPod))
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleWebServerPanic(nil)
+	defer internal.HandleRoutinePanic(logPfx)
+
+	s.bindRoutine(ei.ExtenderBindingArgs{
+		PodNamespace: bindingPod.Namespace,
+		PodName:      bindingPod.Name,
+		PodUID:       bindingPod.UID,
+		Node:         bindingPod.Spec.NodeName,
+	})
+}
+
+func (s *HivedScheduler) filterRoutine(args ei.ExtenderArgs) *ei.ExtenderFilterResult {
+	s.schedulerLock.Lock()
+	defer s.schedulerLock.Unlock()
+
+	pod := args.Pod
+	suggestedNodes := *args.NodeNames
+
+	logPfx := fmt.Sprintf("[%v]: filterRoutine: ", internal.Key(pod))
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleRoutinePanic(logPfx)
+
+	podStatus := s.podScheduleStatuses[pod.UID]
+	// If the podStatus is nil, it means the pod does not exist in the informer cache.
+	// In this case, we need to add the pod to the scheduler's unbound pod list.
+	// Otherwise, the pod will be treated as unschedulable and the default scheduler
+	// will reschedule the pod after 5 minutes.
+	if podStatus == nil {
+		klog.Infof("%sPod does not exist in informer cache, adding it to the unbound pod list", logPfx)
+		s.addUnboundPodWithoutLock(pod)
+	}
+	podStatus = s.generalScheduleAdmissionCheck(s.podScheduleStatuses[pod.UID])
+	if podStatus.PodState == internal.PodBinding {
+		// Insist previous bind result, since Pod binding should be idempotent, and
+		// it is already assumed as allocated by scheduling algorithm which cannot
+		// be rolled back.
+		bindingPod := podStatus.Pod
+		podStatus.PodBindAttempts++
+
+		if s.shouldForceBind(podStatus, suggestedNodes) {
+			go s.forceBindExecutor(bindingPod)
+		}
+		return &ei.ExtenderFilterResult{
+			NodeNames: &[]string{bindingPod.Spec.NodeName},
+		}
+	}
+
+	// At this point, podState must be in:
+	// {PodWaiting, PodPreempting}
+
+	// Carry out a new scheduling
+	result := s.schedulerAlgorithm.Schedule(pod, suggestedNodes, internal.FilteringPhase)
+
+	if result.PodBindInfo != nil {
+		bindingPod := internal.NewBindingPod(pod, result.PodBindInfo)
+
+		// Assume binding pod as allocated, so that next scheduling does not need to
+		// wait current binding completed.
+		s.schedulerAlgorithm.AddAllocatedPod(bindingPod)
+
+		// Transition to PodBinding only after AddAllocatedPod succeeded.
+		s.podScheduleStatuses[pod.UID] = &internal.PodScheduleStatus{
+			Pod:               bindingPod,
+			PodState:          internal.PodBinding,
+			PodScheduleResult: &result,
+		}
+
+		if s.shouldForceBind(s.podScheduleStatuses[pod.UID], suggestedNodes) {
+			go s.forceBindExecutor(bindingPod)
+		}
+
+		klog.Infof(logPfx+"Pod is binding: %v", common.ToJson(result.PodBindInfo))
+		return &ei.ExtenderFilterResult{
+			NodeNames: &[]string{bindingPod.Spec.NodeName},
+		}
+	} else if result.PodPreemptInfo != nil {
+		// Return FailedNodes to tell K8S Default Scheduler that preemption may help.
+		failedNodes := map[string]string{}
+		for _, victim := range result.PodPreemptInfo.VictimPods {
+			node := victim.Spec.NodeName
+			if _, ok := failedNodes[node]; !ok {
+				failedNodes[node] = fmt.Sprintf(
+					"node(%v) has preemptible Pods: %v",
+					node, internal.Key(victim))
+			} else {
+				failedNodes[node] += ", " + internal.Key(victim)
+			}
+		}
+
+		klog.Infof(logPfx+
+			"Pod is waiting for preemptRoutine as preemptible resource appeared: %v",
+			common.ToJson(failedNodes))
+		return &ei.ExtenderFilterResult{
+			FailedNodes: failedNodes,
+		}
+	} else {
+		s.podScheduleStatuses[pod.UID] = &internal.PodScheduleStatus{
+			Pod:               pod,
+			PodState:          internal.PodWaiting,
+			PodScheduleResult: &result,
+		}
+
+		// Block the whole scheduling to achieve better FIFO
+		if *s.sConfig.WaitingPodSchedulingBlockMilliSec > 0 {
+			time.Sleep(time.Duration(*s.sConfig.WaitingPodSchedulingBlockMilliSec) *
+				time.Millisecond)
+		}
+
+		// Return fake FailedNodes, so that the waitReason can be exposed along with
+		// other waitReasons generated from K8S Default Scheduler.
+		failedNodes := map[string]string{}
+		waitReason := "Pod is waiting for preemptible or free resource to appear"
+		if result.PodWaitInfo != nil {
+			waitReason += ": " + result.PodWaitInfo.Reason
+		}
+		failedNodes[si.ComponentName] = waitReason
+
+		klog.Infof("%s%s", logPfx, waitReason)
+		return &ei.ExtenderFilterResult{
+			FailedNodes: failedNodes,
+		}
+	}
+}
+
+// Bind the Pod based on its corresponding bindingPod.
+// Notes:
+//  1. It should be idempotent since it may be called multiple times for the same
+//     pod. This ensures that once a specific Pod is allocated by AddAllocatedPod,
+//     its placement will never be changed to another one.
+func (s *HivedScheduler) bindRoutine(args ei.ExtenderBindingArgs) *ei.ExtenderBindingResult {
+	s.schedulerLock.RLock()
+	defer s.schedulerLock.RUnlock()
+
+	podKey := internal.NewPodKey(args.PodNamespace, args.PodName, args.PodUID)
+	bindingNode := args.Node
+
+	logPfx := fmt.Sprintf("[%v]: bindRoutine: ", podKey)
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleRoutinePanic(logPfx)
+
+	podStatus := s.generalScheduleAdmissionCheck(s.podScheduleStatuses[podKey.UID])
+	if podStatus.PodState == internal.PodBinding {
+		bindingPod := podStatus.Pod
+		if bindingPod.Spec.NodeName != bindingNode {
+			// The inconsistency should can be reconciled by K8S Default Scheduler.
+			panic(internal.NewBadRequestError(fmt.Sprintf(
+				"Pod binding node mismatch: expected %v, received %v",
+				podStatus.Pod.Spec.NodeName, bindingNode)))
+		}
+
+		internal.BindPod(common.ContextWithCancelOnSignal(context.Background()), s.kClient, bindingPod)
+		return &ei.ExtenderBindingResult{}
+	}
+
+	// At this point, podState must be in:
+	// {PodWaiting, PodPreempting}
+
+	// The inconsistency should can be reconciled by K8S Default Scheduler.
+	panic(internal.NewBadRequestError(fmt.Sprintf(
+		"Pod cannot be bound without a scheduling placement: "+
+			"Pod current scheduling state %v, received node %v",
+		podStatus.PodState, bindingNode)))
+}
+
+func (s *HivedScheduler) preemptRoutine(args ei.ExtenderPreemptionArgs) *ei.ExtenderPreemptionResult {
+	s.schedulerLock.Lock()
+	defer s.schedulerLock.Unlock()
+
+	// Preemptor and Victims can be in different namespaces.
+	pod := args.Pod
+	suggestedNodes := []string{}
+	for node := range args.NodeNameToMetaVictims {
+		suggestedNodes = append(suggestedNodes, node)
+	}
+
+	logPfx := fmt.Sprintf("[%v]: preemptRoutine: ", internal.Key(pod))
+	klog.Infof("%sStarted", logPfx)
+	defer internal.HandleRoutinePanic(logPfx)
+
+	podStatus := s.generalScheduleAdmissionCheck(s.podScheduleStatuses[pod.UID])
+	if podStatus.PodState == internal.PodBinding {
+		// The inconsistency should can be reconciled by K8S Default Scheduler.
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"Pod has already been binding to node %v",
+			podStatus.Pod.Spec.NodeName)))
+	}
+
+	// At this point, podState must be in:
+	// {PodWaiting, PodPreempting}
+
+	// If the podState is PodWaiting:
+	// Maybe filterRoutine will never be called by K8S Default Scheduler, but only
+	// preemptRoutine will be called, such as lower priority Pods used all resources.
+	//
+	// If the podState is PodPreempting:
+	// Maybe filterRoutine will no longer be called by K8S Default Scheduler, but
+	// only preemptRoutine will be called, such as lower priority Pods used all
+	// resources after filterRoutine is called for the last time.
+	// And we should not insist previous preemption result, as it may be stale,
+	// such as, even if these victim resources are all preempted, the Pod still
+	// cannot be bound to them due to they become unhealthy.
+	//
+	// So, in either case, we need to schedule again with more suggestedNodes, as
+	// lower priority Pods are ignored by K8S Default Scheduler now.
+	result := s.schedulerAlgorithm.Schedule(pod, suggestedNodes, internal.PreemptingPhase)
+
+	if result.PodBindInfo != nil {
+		klog.Infof(logPfx+
+			"Pod is waiting for filterRoutine as free resource appeared: %v",
+			common.ToJson(result.PodBindInfo))
+		return &ei.ExtenderPreemptionResult{}
+	} else if result.PodPreemptInfo != nil {
+		s.podScheduleStatuses[pod.UID] = &internal.PodScheduleStatus{
+			Pod:               pod,
+			PodState:          internal.PodPreempting,
+			PodScheduleResult: &result,
+		}
+
+		victims := result.PodPreemptInfo.VictimPods
+		nodesVictims := map[string]*ei.MetaVictims{}
+		nodesVictimsMsg := map[string][]string{}
+
+		for _, victim := range victims {
+			node := victim.Spec.NodeName
+
+			if _, ok := nodesVictims[node]; !ok {
+				nodesVictims[node] = &ei.MetaVictims{}
+			}
+			nodeVictims := nodesVictims[node]
+
+			if nodeVictims.Pods == nil {
+				nodeVictims.Pods = []*ei.MetaPod{}
+			}
+			nodeVictims.Pods = append(nodeVictims.Pods,
+				&ei.MetaPod{UID: string(victim.UID)})
+			nodesVictimsMsg[node] = append(nodesVictimsMsg[node], internal.Key(victim))
+		}
+
+		klog.Infof(logPfx+"Pod is preempting: %v", common.ToJson(nodesVictimsMsg))
+		return &ei.ExtenderPreemptionResult{
+			NodeNameToMetaVictims: nodesVictims,
+		}
+	} else {
+		s.podScheduleStatuses[pod.UID] = &internal.PodScheduleStatus{
+			Pod:               pod,
+			PodState:          internal.PodWaiting,
+			PodScheduleResult: &result,
+		}
+
+		waitReason := "Pod is waiting for preemptible or free resource to appear"
+		if result.PodWaitInfo != nil {
+			waitReason += ": " + result.PodWaitInfo.Reason
+		}
+		klog.Infof("%s%s", logPfx, waitReason)
+		return &ei.ExtenderPreemptionResult{}
+	}
+}
+
+func (s *HivedScheduler) getAllAffinityGroups() si.AffinityGroupList {
+	return s.schedulerAlgorithm.GetAllAffinityGroups()
+}
+
+func (s *HivedScheduler) getAffinityGroup(name string) si.AffinityGroup {
+	return s.schedulerAlgorithm.GetAffinityGroup(name)
+}
+
+func (s *HivedScheduler) getClusterStatus() si.ClusterStatus {
+	return s.schedulerAlgorithm.GetClusterStatus()
+}
+
+func (s *HivedScheduler) getPhysicalClusterStatus() si.PhysicalClusterStatus {
+	return s.schedulerAlgorithm.GetPhysicalClusterStatus()
+}
+
+func (s *HivedScheduler) getAllVirtualClustersStatus() map[si.VirtualClusterName]si.VirtualClusterStatus {
+	return s.schedulerAlgorithm.GetAllVirtualClustersStatus()
+}
+
+func (s *HivedScheduler) getVirtualClusterStatus(vcn si.VirtualClusterName) si.VirtualClusterStatus {
+	return s.schedulerAlgorithm.GetVirtualClusterStatus(vcn)
+}
+
+func (s *HivedScheduler) getClusterStatistics() map[si.VirtualClusterName]si.ClusterStatistics {
+	return s.schedulerAlgorithm.GetClusterStatistics()
+}
diff --git a/src/hivedscheduler/src/pkg/webserver/webserver.go b/src/hivedscheduler/src/pkg/webserver/webserver.go
new file mode 100644
index 00000000..c85489f7
--- /dev/null
+++ b/src/hivedscheduler/src/pkg/webserver/webserver.go
@@ -0,0 +1,313 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package webserver
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"net"
+	"net/http"
+	"strings"
+	"time"
+
+	si "github.com/microsoft/hivedscheduler/pkg/api"
+	"github.com/microsoft/hivedscheduler/pkg/common"
+	"github.com/microsoft/hivedscheduler/pkg/internal"
+	"k8s.io/apimachinery/pkg/types"
+	"k8s.io/klog"
+	ei "k8s.io/kube-scheduler/extender/v1"
+)
+
+const (
+	ComponentName = "webserver"
+)
+
+// The WebServer of HivedScheduler.
+type WebServer struct {
+	sConfig *si.Config
+
+	// The backend http server
+	server *http.Server
+
+	// All paths to serve
+	paths si.WebServerPaths
+
+	// Scheduler Extender Callbacks from K8S Default Scheduler
+	eHandlers internal.ExtenderHandlers
+
+	// Scheduler Inspect Callbacks
+	iHandlers internal.InspectHandlers
+}
+
+func NewWebServer(sConfig *si.Config,
+	eHandlers internal.ExtenderHandlers,
+	iHandlers internal.InspectHandlers) *WebServer {
+	klog.Infof("Initializing " + ComponentName)
+
+	ws := &WebServer{
+		sConfig: sConfig,
+		server: &http.Server{
+			Addr: *sConfig.WebServerAddress,
+		},
+		paths:     si.WebServerPaths{Paths: []string{}},
+		eHandlers: eHandlers,
+		iHandlers: iHandlers,
+	}
+
+	ws.route(si.RootPath, ws.serve(ws.serveRootPath))
+	ws.route(si.FilterPath, ws.serve(ws.serveFilterPath))
+	ws.route(si.BindPath, ws.serve(ws.serveBindPath))
+	ws.route(si.PreemptPath, ws.serve(ws.servePreemptPath))
+	ws.route(si.AffinityGroupsPath, ws.serve(ws.serveAffinityGroups))
+	ws.route(si.ClusterStatusPath, ws.serve(ws.serveClusterStatus))
+	ws.route(si.PhysicalClusterPath, ws.serve(ws.servePhysicalClusterStatus))
+	ws.route(si.VirtualClustersPath, ws.serve(ws.serveVirtualClustersStatus))
+	ws.route(si.ClusterStatisticsPath, ws.serve(ws.serveClustersStatistics))
+	return ws
+}
+
+func (ws *WebServer) route(path string, handler servePathHandler) {
+	http.HandleFunc(path, handler)
+	ws.paths.Paths = append(ws.paths.Paths, path)
+}
+
+func (ws *WebServer) AsyncRun(stopCh <-chan struct{}) <-chan struct{} {
+	ln, err := net.Listen("tcp", *ws.sConfig.WebServerAddress)
+	if err != nil {
+		panic(fmt.Errorf(
+			"Failed to listen on WebServerAddress: %v, %v",
+			*ws.sConfig.WebServerAddress, err))
+	}
+
+	stoppedCh := make(chan struct{})
+	go func() {
+		defer close(stoppedCh)
+		<-stopCh
+
+		klog.Errorf("Stopping " + ComponentName)
+		ctx, cancel := context.WithTimeout(context.Background(), 0)
+		ws.server.Shutdown(ctx)
+		cancel()
+	}()
+
+	go func() {
+		// Blocking until error
+		if err := ws.server.Serve(tcpKeepAliveListener{ln.(*net.TCPListener)}); err != nil {
+			panic(fmt.Errorf("Error occurred while running WebServer: %v", err))
+		}
+	}()
+
+	klog.Infof("Running " + ComponentName)
+
+	return stoppedCh
+}
+
+// Copied from Golang net/http/server.go
+type tcpKeepAliveListener struct {
+	*net.TCPListener
+}
+
+func (ln tcpKeepAliveListener) Accept() (net.Conn, error) {
+	tc, err := ln.AcceptTCP()
+	if err != nil {
+		return nil, err
+	}
+	tc.SetKeepAlive(true)
+	tc.SetKeepAlivePeriod(3 * time.Minute)
+	return tc, nil
+}
+
+// Error should be delivered by panic
+type servePathHandler func(w http.ResponseWriter, r *http.Request)
+
+func (ws *WebServer) serve(handler servePathHandler) servePathHandler {
+	return func(w http.ResponseWriter, r *http.Request) {
+		// The default error handling
+		defer internal.HandleWebServerPanic(func(err *si.WebServerError) {
+			// http.StatusOK is appended by default, so only need to explicitly specify
+			// error statusCode.
+			w.WriteHeader(err.Code)
+			w.Write(common.ToJsonBytes(err.Message))
+		})
+
+		w.Header().Set("Content-Type", "application/json")
+		handler(w, r)
+	}
+}
+
+func (ws *WebServer) serveRootPath(w http.ResponseWriter, r *http.Request) {
+	if r.URL.Path != "/" {
+		panic(si.NewWebServerError(
+			http.StatusNotFound,
+			fmt.Sprintf("Path not found: %v", r.URL.Path)))
+	}
+
+	w.Write(common.ToJsonBytes(ws.paths))
+}
+
+func (ws *WebServer) serveFilterPath(w http.ResponseWriter, r *http.Request) {
+	// recoverPanic to send error message to K8S
+	defer internal.HandleWebServerPanic(func(err *si.WebServerError) {
+		w.Write(common.ToJsonBytes(&ei.ExtenderFilterResult{Error: err.Error()}))
+	})
+
+	var args ei.ExtenderArgs
+	if err := json.NewDecoder(r.Body).Decode(&args); err != nil {
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"Failed to unmarshal web request body to ExtenderArgs: %v", err)))
+	}
+
+	// Args Defaulting
+	if args.NodeNames == nil {
+		args.NodeNames = &[]string{}
+	}
+
+	// Args Validation
+	if args.Pod == nil {
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"ExtenderArgs: Pod field should not be nil: %v",
+			common.ToJson(args))))
+	}
+
+	w.Write(common.ToJsonBytes(ws.eHandlers.FilterHandler(args)))
+}
+
+func (ws *WebServer) serveBindPath(w http.ResponseWriter, r *http.Request) {
+	// recoverPanic to send error message to K8S
+	defer internal.HandleWebServerPanic(func(err *si.WebServerError) {
+		w.Write(common.ToJsonBytes(&ei.ExtenderBindingResult{Error: err.Error()}))
+	})
+
+	var args ei.ExtenderBindingArgs
+	if err := json.NewDecoder(r.Body).Decode(&args); err != nil {
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"Failed to unmarshal web request body to ExtenderBindingArgs: %v", err)))
+	}
+
+	// Args Validation
+	if args.PodNamespace == "" || args.PodName == "" ||
+		args.PodUID == types.UID("") || args.Node == "" {
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"ExtenderBindingArgs: All fields should not be empty: %v",
+			common.ToJson(args))))
+	}
+
+	w.Write(common.ToJsonBytes(ws.eHandlers.BindHandler(args)))
+}
+
+func (ws *WebServer) servePreemptPath(w http.ResponseWriter, r *http.Request) {
+	// Cannot send error message to K8S by ExtenderPreemptionResult, fallback to
+	// the default error handling.
+
+	var args ei.ExtenderPreemptionArgs
+	if err := json.NewDecoder(r.Body).Decode(&args); err != nil {
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"Failed to unmarshal web request body to ExtenderPreemptionArgs: %v", err)))
+	}
+
+	// Args Defaulting
+	if args.NodeNameToMetaVictims == nil {
+		args.NodeNameToMetaVictims = map[string]*ei.MetaVictims{}
+	}
+
+	// Args Validation
+	if args.Pod == nil {
+		panic(internal.NewBadRequestError(fmt.Sprintf(
+			"ExtenderPreemptionArgs: Pod field should not be nil: %v",
+			common.ToJson(args))))
+	}
+
+	w.Write(common.ToJsonBytes(ws.eHandlers.PreemptHandler(args)))
+}
+
+func (ws *WebServer) serveAffinityGroups(w http.ResponseWriter, r *http.Request) {
+	name := strings.TrimPrefix(r.URL.Path, si.AffinityGroupsPath)
+	if name == "" {
+		if r.Method == http.MethodGet {
+			w.Write(common.ToJsonBytes(ws.iHandlers.GetAllAffinityGroupsHandler()))
+			return
+		}
+	} else {
+		if r.Method == http.MethodGet {
+			w.Write(common.ToJsonBytes(ws.iHandlers.GetAffinityGroupHandler(name)))
+			return
+		}
+	}
+
+	panic(internal.NewBadRequestError(fmt.Sprintf(
+		"NotImplemented: %v: %v",
+		r.Method, r.URL.Path)))
+}
+
+func (ws *WebServer) serveClusterStatus(w http.ResponseWriter, r *http.Request) {
+	if r.Method == http.MethodGet {
+		w.Write(common.ToJsonBytes(ws.iHandlers.GetClusterStatusHandler()))
+		return
+	}
+
+	panic(internal.NewBadRequestError(fmt.Sprintf(
+		"NotImplemented: %v: %v",
+		r.Method, r.URL.Path)))
+}
+
+func (ws *WebServer) servePhysicalClusterStatus(w http.ResponseWriter, r *http.Request) {
+	if r.Method == http.MethodGet {
+		w.Write(common.ToJsonBytes(ws.iHandlers.GetPhysicalClusterStatusHandler()))
+		return
+	}
+
+	panic(internal.NewBadRequestError(fmt.Sprintf(
+		"NotImplemented: %v: %v",
+		r.Method, r.URL.Path)))
+}
+
+func (ws *WebServer) serveVirtualClustersStatus(w http.ResponseWriter, r *http.Request) {
+	name := strings.TrimPrefix(r.URL.Path, si.VirtualClustersPath)
+	if name == "" {
+		if r.Method == http.MethodGet {
+			w.Write(common.ToJsonBytes(ws.iHandlers.GetAllVirtualClustersStatusHandler()))
+			return
+		}
+	} else {
+		if r.Method == http.MethodGet {
+			w.Write(common.ToJsonBytes(ws.iHandlers.GetVirtualClusterStatusHandler(si.VirtualClusterName(name))))
+			return
+		}
+	}
+
+	panic(internal.NewBadRequestError(fmt.Sprintf(
+		"NotImplemented: %v: %v",
+		r.Method, r.URL.Path)))
+}
+
+func (ws *WebServer) serveClustersStatistics(w http.ResponseWriter, r *http.Request) {
+	if r.Method == http.MethodGet {
+		w.Write(common.ToJsonBytes(ws.iHandlers.GetClusterStatisticsHandler()))
+		return
+	}
+
+	panic(internal.NewBadRequestError(fmt.Sprintf(
+		"NotImplemented: %v: %v",
+		r.Method, r.URL.Path)))
+}
diff --git a/src/internal-storage/build/internal-storage-barrier.k8s.dockerfile b/src/internal-storage/build/internal-storage-barrier.k8s.dockerfile
index 459e8ea6..66fab47d 100644
--- a/src/internal-storage/build/internal-storage-barrier.k8s.dockerfile
+++ b/src/internal-storage/build/internal-storage-barrier.k8s.dockerfile
@@ -17,6 +17,8 @@
 
 FROM ubuntu:22.04
 
+RUN apt update && apt upgrade -y
+
 RUN mkdir -p /barrier_scripts
 
 COPY src/barrier.sh /barrier_scripts
diff --git a/src/internal-storage/build/internal-storage-create.k8s.dockerfile b/src/internal-storage/build/internal-storage-create.k8s.dockerfile
index a2e342b7..93afefc6 100644
--- a/src/internal-storage/build/internal-storage-create.k8s.dockerfile
+++ b/src/internal-storage/build/internal-storage-create.k8s.dockerfile
@@ -17,6 +17,8 @@
 
 FROM ubuntu:22.04
 
+RUN apt update && apt upgrade -y
+
 RUN mkdir -p /init_scripts
 
 COPY src/create.sh /init_scripts
diff --git a/src/internal-storage/build/internal-storage-delete.k8s.dockerfile b/src/internal-storage/build/internal-storage-delete.k8s.dockerfile
index 228d6477..d8360aef 100644
--- a/src/internal-storage/build/internal-storage-delete.k8s.dockerfile
+++ b/src/internal-storage/build/internal-storage-delete.k8s.dockerfile
@@ -17,6 +17,8 @@
 
 FROM ubuntu:22.04
 
+RUN apt update && apt upgrade -y
+
 RUN mkdir -p /init_scripts
 
 COPY src/delete.sh /init_scripts
diff --git a/src/internal-storage/config/internal_storage.py b/src/internal-storage/config/internal_storage.py
index 4934c354..1f0e7a6c 100644
--- a/src/internal-storage/config/internal_storage.py
+++ b/src/internal-storage/config/internal_storage.py
@@ -1,4 +1,8 @@
 #!/usr/bin/env python
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import copy
 import logging
 
diff --git a/src/job-exporter/build/job-exporter.common.dockerfile b/src/job-exporter/build/job-exporter.common.dockerfile
index cda91dad..3997304d 100644
--- a/src/job-exporter/build/job-exporter.common.dockerfile
+++ b/src/job-exporter/build/job-exporter.common.dockerfile
@@ -17,75 +17,74 @@
 
 
 FROM mcr.microsoft.com/mirror/nvcr/nvidia/cuda:12.0.1-runtime-ubuntu22.04
+
+ARG TARGETARCH
 # Register the ROCM package repository, and install rocm-dev package
 ARG ROCM_VERSION=6.2.2
 ARG AMDGPU_VERSION=6.2.2
-ARG APT_PREF="Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600"
-RUN echo "$APT_PREF" > /etc/apt/preferences.d/rocm-pin-600
 
-RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends curl libnuma-dev gnupg \
-  && curl -sL https://repo.radeon.com/rocm/rocm.gpg.key | apt-key add - \
-  && printf "deb [arch=amd64] https://repo.radeon.com/rocm/apt/$ROCM_VERSION/ jammy main" | tee /etc/apt/sources.list.d/rocm.list \
-  && printf "deb [arch=amd64] https://repo.radeon.com/amdgpu/$AMDGPU_VERSION/ubuntu jammy main" | tee /etc/apt/sources.list.d/amdgpu.list \
-  && apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
-  sudo \
-  libelf1 \
-  ibverbs-utils \
+RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+  autoconf \
+  automake \
   bash \
-  kmod \
+  build-essential \
+  cmake \
+  curl \
   file \
-  python3-dev \
-  python3-pip \
-  rocm-dev \
   g++ \
-  numactl \
-  unzip \
-  autoconf \
-  libtool \
-  pkg-config \
-  libgflags-dev \
-  libgtest-dev \
+  git \
+  gnupg \
+  ibverbs-utils \
+  kmod \
   libc++-dev \
-  curl \
   libcap-dev \
-  git \
-  cmake \
-  automake \
-  build-essential && \
-  apt-get clean && \
-  rm -rf /var/lib/apt/lists/*
-
-RUN apt update && apt upgrade -y
-
-ARG BRANCH_OR_TAG='ruigao/add_dummy_field_6.2.2update'
+  libelf1 \
+  libgflags-dev \
+  libgtest-dev \
+  libnuma-dev \
+  libtool \
+  numactl \
+  pkg-config \
+  python3-dev \
+  python3-pip \
+  sudo \
+  unzip && \
+  if [ "$TARGETARCH" = "amd64" ]; then \
+    printf "Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600" | tee /etc/apt/preferences.d/rocm-pin-600 && \
+    curl -sL https://repo.radeon.com/rocm/rocm.gpg.key | apt-key add - && \
+    echo "deb https://repo.radeon.com/rocm/apt/$ROCM_VERSION/ jammy main" | tee /etc/apt/sources.list.d/rocm.list && \
+    echo "deb https://repo.radeon.com/amdgpu/$AMDGPU_VERSION/ubuntu jammy main" | tee /etc/apt/sources.list.d/amdgpu.list && \
+    apt-get update && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends rocm-dev; \
+  fi
 
-# Clone Moneo
-RUN git config --global advice.detachedHead false
-RUN git clone --branch ${BRANCH_OR_TAG} https://github.com/Azure/Moneo.git
+COPY src/Moneo /Moneo
 
 # Install RDC
-RUN sudo bash Moneo/src/worker/install/amd.sh
+RUN if [ "$TARGETARCH" = "amd64" ]; then sudo bash Moneo/src/worker/install/amd.sh; fi
 
 # Install DCGM
 RUN sed -i 's/systemctl --now enable nvidia-dcgm/#&/' Moneo/src/worker/install/nvidia.sh && \
     sed -i 's/systemctl start nvidia-dcgm/#&/' Moneo/src/worker/install/nvidia.sh && \
     sudo bash Moneo/src/worker/install/nvidia.sh
 
-ENV PATH "${PATH}:/opt/rocm/bin"
-COPY build/moneo-*-exporter_entrypoint.sh .
+ENV PATH="${PATH}:/opt/rocm/bin"
+COPY build/moneo-*-exporter_entrypoint.sh ./
+COPY build/update-dcgm.py .
 
 # For the job exporter
-ENV NERDCTL_VERSION=2.0.0-rc.2
+ENV NERDCTL_VERSION=2.1.3
 RUN apt-get update && apt-get install --no-install-recommends -y wget ca-certificates
-RUN wget https://github.com/containerd/nerdctl/releases/download/v${NERDCTL_VERSION}/nerdctl-${NERDCTL_VERSION}-linux-amd64.tar.gz && \
+RUN wget -O /tmp/nerdctl.tar.gz https://github.com/containerd/nerdctl/releases/download/v${NERDCTL_VERSION}/nerdctl-${NERDCTL_VERSION}-linux-${TARGETARCH}.tar.gz && \
     mkdir -p /tmp/nerdctl && \
-    tar -xzvf nerdctl-${NERDCTL_VERSION}-linux-amd64.tar.gz -C /tmp/nerdctl && \
+    tar -xzvf /tmp/nerdctl.tar.gz -C /tmp/nerdctl && \
     mv /tmp/nerdctl/nerdctl /usr/local/bin/nerdctl && \
     mkdir -p /job_exporter && \
-    rm -rf /tmp/nerdctl && \
-    rm -rf nerdctl-${NERDCTL_VERSION}-linux-amd64.tar.gz
+    rm -rf /tmp/nerdctl*
 
 COPY requirements.txt /job_exporter/
 RUN pip3 install -r /job_exporter/requirements.txt
 
+RUN apt update && apt upgrade -y && apt-get clean && rm -rf /var/lib/apt/lists/*
+
 COPY src/*.py /job_exporter/
diff --git a/src/job-exporter/build/moneo-gpu-exporter_entrypoint.sh b/src/job-exporter/build/moneo-gpu-exporter_entrypoint.sh
index 68cfa492..9798fd96 100755
--- a/src/job-exporter/build/moneo-gpu-exporter_entrypoint.sh
+++ b/src/job-exporter/build/moneo-gpu-exporter_entrypoint.sh
@@ -1,14 +1,15 @@
 #!/bin/bash
 
-if lspci | grep -qi 'Advanced Micro Devices'; then
+if lsmod | grep -qi amdgpu; then
     echo "AMD Graphics Card Detected."
     # Launches AMD RDC Daemon
     nohup /opt/rocm/bin/rdcd -u </dev/null >/dev/null 2>&1 &
     echo "rdc Daemon Started!"
     python3 /Moneo/src/worker/exporters/amd_exporter.py &
     echo "AMD Exporter Started!"
-elif lspci | grep -qi 'NVIDIA'; then
+elif lsmod | grep -qi nvidia; then
     echo "NVIDIA Graphics card detected."
+    python3 /update-dcgm.py
     # Launches NVIDIA DCGM Daemon
     nohup nv-hostengine &
     echo "DCGM Daemon Started!"
diff --git a/src/job-exporter/build/update-dcgm.py b/src/job-exporter/build/update-dcgm.py
new file mode 100644
index 00000000..8eef6d2c
--- /dev/null
+++ b/src/job-exporter/build/update-dcgm.py
@@ -0,0 +1,117 @@
+import subprocess
+import sys
+import re
+import fileinput
+
+#!/usr/bin/env python3
+
+DCGM_TARGET_VERSION = "1:4.4.1-1"
+
+def get_dcgm_version():
+    try:
+        result = subprocess.run(
+            ["dpkg", "--list", "datacenter-gpu-manager"],
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+            text=True,
+            check=True
+        )
+        for line in result.stdout.splitlines():
+            if line.startswith("ii") and "datacenter-gpu-manager" in line:
+                # Example line: ii  datacenter-gpu-manager  1.2.3-1  amd64  NVIDIA datacenter GPU management tools
+                parts = re.split(r'\s+', line)
+                if len(parts) >= 3:
+                    return parts[2]
+        print("datacenter-gpu-manager is not installed.", file=sys.stderr)
+        sys.exit(0)
+    except subprocess.CalledProcessError as e:
+        print("Error running dpkg:", e, file=sys.stderr)
+        sys.exit(0)
+
+
+def get_cuda_version():
+    try:
+        result = subprocess.run(
+            ["nvidia-smi"],
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+            text=True,
+            check=True
+        )
+        for line in result.stdout.splitlines():
+            match = re.search(r"CUDA Version:\s*([\d\.]+)", line)
+            if match:
+                return match.group(1)
+        print("CUDA version not found in nvidia-smi output.", file=sys.stderr)
+        sys.exit(0)
+    except subprocess.CalledProcessError as e:
+        print("Error running nvidia-smi:", e, file=sys.stderr)
+        sys.exit(0)
+
+
+def remove_dcgm():
+    try:
+        subprocess.run(
+            ["apt", "purge", "--yes", "datacenter-gpu-manager"],
+            check=True
+        )
+        subprocess.run(
+            ["apt", "purge", "--yes", "datacenter-gpu-manager-config"],
+            check=True
+        )
+        print("datacenter-gpu-manager and its config have been removed.")
+    except subprocess.CalledProcessError as e:
+        print("Error removing datacenter-gpu-manager:", e, file=sys.stderr)
+
+
+
+def install_latest_dcgm():
+    try:
+        subprocess.run(
+            ["apt", "update"],
+            check=True
+        )
+        subprocess.run(
+            [
+                "apt-get", "install", "--yes",
+                f"datacenter-gpu-manager-4-cuda12={DCGM_TARGET_VERSION}",
+                f"datacenter-gpu-manager-4-core={DCGM_TARGET_VERSION}",
+                f"datacenter-gpu-manager-4-proprietary-cuda12={DCGM_TARGET_VERSION}"
+            ],
+            check=True
+        )
+        print("Latest datacenter-gpu-manager-4-cuda12 has been installed.")
+    except subprocess.CalledProcessError as e:
+        print("Error installing datacenter-gpu-manager-4-cuda12:", e, file=sys.stderr)
+        sys.exit(1)
+
+
+def update_nvidia_exporter_path(file_path):
+
+    old_line = "sys.path.append('/usr/local/dcgm/bindings/python3')"
+    new_line = "sys.path.append('/usr/share/datacenter-gpu-manager-4/bindings/python3')"
+
+    replaced = False
+    for line in fileinput.input(file_path, inplace=True):
+        if old_line in line:
+            print(line.replace(old_line, new_line), end='')
+            replaced = True
+        else:
+            print(line, end='')
+    if replaced:
+        print(f"Updated sys.path in {file_path}")
+    else:
+        print(f"No matching sys.path line found in {file_path}")
+
+if __name__ == "__main__":
+    version = get_dcgm_version()
+    print(f"Current DCGM version: {version}")
+    cuda_version = get_cuda_version()
+    print(f"Current CUDA version: {cuda_version}")
+
+    if version.startswith("1:3.") and float(cuda_version) >= 12.8:
+        remove_dcgm()
+        install_latest_dcgm()
+        update_nvidia_exporter_path("/Moneo/src/worker/exporters/nvidia_exporter.py")
+    else:
+        print("no dcgm update")
\ No newline at end of file
diff --git a/src/job-exporter/config/job_exporter.py b/src/job-exporter/config/job_exporter.py
index 54307dda..c84a6962 100644
--- a/src/job-exporter/config/job_exporter.py
+++ b/src/job-exporter/config/job_exporter.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import copy
 
 class JobExporter(object):
diff --git a/src/job-exporter/deploy/job-exporter.yaml.template b/src/job-exporter/deploy/job-exporter.yaml.template
index 58dc369e..1a836eda 100644
--- a/src/job-exporter/deploy/job-exporter.yaml.template
+++ b/src/job-exporter/deploy/job-exporter.yaml.template
@@ -128,6 +128,14 @@ spec:
           capabilities:
             add:
               - SYS_ADMIN
+        env:
+        - name: NODE_NAME
+          valueFrom:
+            fieldRef:
+              fieldPath: spec.nodeName
+        volumeMounts:
+          - mountPath: /sys-logs
+            name: syslog-mount
         command:
         - "bash"
         - "moneo-node-exporter_entrypoint.sh"
@@ -151,6 +159,9 @@ spec:
         - name: infiniband-sys
           hostPath:
             path: /sys
+        - name: syslog-mount
+          hostPath:
+            path: /var/log
       imagePullSecrets:
       - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
       hostNetwork: true
diff --git a/src/job-exporter/src/Moneo/src/worker/exporters/amd_exporter.py b/src/job-exporter/src/Moneo/src/worker/exporters/amd_exporter.py
new file mode 100644
index 00000000..d81acc1b
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/exporters/amd_exporter.py
@@ -0,0 +1,252 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import os
+import sys
+import time
+import signal
+import ctypes
+import logging
+
+import prometheus_client
+
+sys.path.extend([
+    '/opt/rocm/libexec/rocm_smi',   # ROCm >=5.2
+    '/opt/rocm/rocm_smi/bindings',  # ROCm <5.2
+    '/opt/rdc/python_binding',
+])
+
+from rsmiBindings import *
+from RdcReader import RdcReader
+from rdc_bootstrap import *  # noqa: F403
+
+PRINT_JSON = True
+rocmsmi = initRsmiBindings(silent=PRINT_JSON)
+
+RDC_FIELDS = [
+    # PID
+    # rdc_field_t.RDC_FI_DEV_COMPUTE_PIDS,
+    # Clock
+    rdc_field_t.RDC_FI_GPU_CLOCK,
+    rdc_field_t.RDC_FI_MEM_CLOCK,
+    # Temperature
+    rdc_field_t.RDC_FI_GPU_TEMP,
+    rdc_field_t.RDC_FI_MEMORY_TEMP,
+    # Power
+    rdc_field_t.RDC_FI_POWER_USAGE,
+    # rdc_field_t.RDC_FI_DEV_TOTAL_ENERGY_CONSUMPTION,
+    # Utilization
+    rdc_field_t.RDC_FI_GPU_UTIL,
+    rdc_field_t.RDC_FI_GPU_MEMORY_USAGE,
+    rdc_field_t.RDC_FI_GPU_MEMORY_TOTAL,
+    # ECC
+    # rdc_field_t.RDC_FI_DEV_ECC_SBE_VOL_TOTAL,
+    # rdc_field_t.RDC_FI_DEV_ECC_DBE_VOL_TOTAL,
+    rdc_field_t.RDC_FI_ECC_CORRECT_TOTAL,
+    rdc_field_t.RDC_FI_ECC_UNCORRECT_TOTAL,
+
+    # PCIe
+    rdc_field_t.RDC_FI_PCIE_BANDWIDTH,
+
+    # xGMI
+    rdc_field_t.RDC_FI_XGMI_0_READ_KB,
+    rdc_field_t.RDC_FI_XGMI_1_READ_KB,
+    rdc_field_t.RDC_FI_XGMI_2_READ_KB,
+    rdc_field_t.RDC_FI_XGMI_3_READ_KB,
+    rdc_field_t.RDC_FI_XGMI_4_READ_KB,
+    rdc_field_t.RDC_FI_XGMI_5_READ_KB,
+    rdc_field_t.RDC_FI_XGMI_6_READ_KB,
+    rdc_field_t.RDC_FI_XGMI_7_READ_KB,
+    rdc_field_t.RDC_FI_XGMI_0_WRITE_KB,
+    rdc_field_t.RDC_FI_XGMI_1_WRITE_KB,
+    rdc_field_t.RDC_FI_XGMI_2_WRITE_KB,
+    rdc_field_t.RDC_FI_XGMI_3_WRITE_KB,
+    rdc_field_t.RDC_FI_XGMI_4_WRITE_KB,
+    rdc_field_t.RDC_FI_XGMI_5_WRITE_KB,
+    rdc_field_t.RDC_FI_XGMI_6_WRITE_KB,
+    rdc_field_t.RDC_FI_XGMI_7_WRITE_KB,
+]
+
+RDC_FIELDS_DESCRIPTION = {
+    # PID
+    # rdc_field_t.RDC_FI_DEV_COMPUTE_PIDS,
+    # Clock
+    rdc_field_t.RDC_FI_GPU_CLOCK:
+    'The current clock for the GPU',
+    rdc_field_t.RDC_FI_MEM_CLOCK:
+    'Clock for the memory',
+    # Temperature
+    rdc_field_t.RDC_FI_GPU_TEMP:
+    'Current temperature for the device',
+    rdc_field_t.RDC_FI_MEMORY_TEMP:
+    'Memory temperature for the device',
+    # Power
+    rdc_field_t.RDC_FI_POWER_USAGE:
+    'Power usage for the device',
+
+    # Utilization
+    rdc_field_t.RDC_FI_GPU_UTIL:
+    'GPU Utilization',
+    rdc_field_t.RDC_FI_GPU_MEMORY_USAGE:
+    'Memory usage of the GPU instance',
+    rdc_field_t.RDC_FI_GPU_MEMORY_TOTAL:
+    'Total memory of the GPU instance',
+    # ECC
+    rdc_field_t.RDC_FI_ECC_CORRECT_TOTAL:
+    'Accumulated correctable ECC errors',
+    rdc_field_t.RDC_FI_ECC_UNCORRECT_TOTAL:
+    'Accumulated uncorrectable ECC errors',
+
+    # PCIe
+    rdc_field_t.RDC_FI_PCIE_BANDWIDTH:
+    'PCIe bandwidth in GB/sec',
+
+    # xGMI
+    rdc_field_t.RDC_FI_XGMI_0_READ_KB:
+    'XGMI_0 accumulated data read size (KB)',
+    rdc_field_t.RDC_FI_XGMI_1_READ_KB:
+    'XGMI_1 accumulated data read size (KB)',
+    rdc_field_t.RDC_FI_XGMI_2_READ_KB:
+    'XGMI_2 accumulated data read size (KB)',
+    rdc_field_t.RDC_FI_XGMI_3_READ_KB:
+    'XGMI_3 accumulated data read size (KB)',
+    rdc_field_t.RDC_FI_XGMI_4_READ_KB:
+    'XGMI_4 accumulated data read size (KB)',
+    rdc_field_t.RDC_FI_XGMI_5_READ_KB:
+    'XGMI_5 accumulated data read size (KB)',
+    rdc_field_t.RDC_FI_XGMI_6_READ_KB:
+    'XGMI_6 accumulated data read size (KB)',
+    rdc_field_t.RDC_FI_XGMI_7_READ_KB:
+    'XGMI_7 accumulated data read size (KB)',
+    rdc_field_t.RDC_FI_XGMI_0_WRITE_KB:
+    'XGMI_0 accumulated data write size (KB)',
+    rdc_field_t.RDC_FI_XGMI_1_WRITE_KB:
+    'XGMI_1 accumulated data write size (KB)',
+    rdc_field_t.RDC_FI_XGMI_2_WRITE_KB:
+    'XGMI_2 accumulated data write size (KB)',
+    rdc_field_t.RDC_FI_XGMI_3_WRITE_KB:
+    'XGMI_3 accumulated data write size (KB)',
+    rdc_field_t.RDC_FI_XGMI_4_WRITE_KB:
+    'XGMI_4 accumulated data write size (KB)',
+    rdc_field_t.RDC_FI_XGMI_5_WRITE_KB:
+    'XGMI_5 accumulated data write size (KB)',
+    rdc_field_t.RDC_FI_XGMI_6_WRITE_KB:
+    'XGMI_6 accumulated data write size (KB)',
+    rdc_field_t.RDC_FI_XGMI_7_WRITE_KB:
+    'XGMI_7 accumulated data write size (KB)',
+}
+
+
+class RdcExporter(RdcReader):
+    def __init__(self):
+        RdcReader.__init__(
+            self,
+            ip_port=rdc_config['rdc_ip_port'],
+            field_ids=RDC_FIELDS,
+            update_freq=100000,
+            max_keep_age=1800.0,
+            max_keep_samples=1200,
+            gpu_indexes=None,
+            field_group_name='rdc_exporter_{}'.format(os.getpid()),
+        )
+        self.init_connection()
+        self.init_gauges()
+
+    def init_connection(self):
+        prometheus_client.start_http_server(rdc_config['listen_port'])
+        logging.info('Started prometheus client')
+
+        field_name_list = []
+        for field_id in self.field_ids:
+            field_name_list.append(
+                self.rdc_util.field_id_string(field_id).lower())
+        logging.info('Publishing fields: {}'.format(','.join(field_name_list)))
+
+    def init_gauges(self):
+        self.gauges = {}
+        for field_id in self.field_ids:
+            field_name = self.rdc_util.field_id_string(field_id).lower()
+            self.gauges[field_id] = prometheus_client.Gauge(
+                'rdc_{}'.format(field_name),
+                RDC_FIELDS_DESCRIPTION[field_id],
+                ['gpu_id', 'gpu_uuid'],
+            )
+        self.gauges['dummy_field'] = prometheus_client.Gauge('dummy_field', 'dummy_field', ['gpu_id', 'gpu_uuid'],)
+
+    def handle_field(self, gpu_id, value):
+        if value.field_id.value in self.gauges:
+            self.gauges[value.field_id.value].labels(
+                gpu_id,
+                rdc_config['device_uuid'][gpu_id],
+            ).set(value.value.l_int)
+            logging.debug(
+                'Sent GPU %d %s : %s=%s', gpu_id,
+                rdc_config['device_uuid'][gpu_id],
+                self.rdc_util.field_id_string(value.field_id).lower(),
+                str(value.value.l_int))
+        self.gauges['dummy_field'].labels(
+            gpu_id,
+            rdc_config['device_uuid'][gpu_id],
+        ).set(1)
+
+    def loop(self):
+        try:
+            while True:
+                self.process()
+                time.sleep(0.1)
+
+                if rdc_config['exit'] is True:
+                    logging.info('Received exit signal, shutting down ...')
+                    break
+        except KeyboardInterrupt:
+            pass
+
+
+def init_config():
+    global rdc_config
+    rdc_config = {
+        'exit': False,
+        'listen_port': 8000,
+        'publish_interval': 1,
+        'rdc_embedded': False,
+        'rdc_ip_port': 'localhost:50051',
+        'rdc_unauth': True,
+        'field_ids': RDC_FIELDS,
+        'device_uuid': [],
+    }
+
+
+def init_rocm_smi():
+    rocmsmi.rsmi_init(0)
+    devNum = ctypes.c_uint32(0)
+    rocmsmi.rsmi_num_monitor_devices(byref(devNum))
+    for dev in range(devNum.value):
+        dev_uuid = ctypes.c_uint64()
+        ret = rocmsmi.rsmi_dev_unique_id_get(dev, byref(dev_uuid))
+        if ret == rsmi_status_t.RSMI_STATUS_SUCCESS and str(hex(
+                dev_uuid.value)):
+            rdc_config['device_uuid'].append(str(hex(dev_uuid.value)))
+        else:
+            rdc_config['device_uuid'].append('N/A')
+
+
+def init_signal_handler():
+    def exit_handler(signalnum, frame):
+        rdc_config['exit'] = True
+
+    signal.signal(signal.SIGINT, exit_handler)
+    signal.signal(signal.SIGTERM, exit_handler)
+
+
+def main():
+    logging.basicConfig(level=logging.INFO)
+    init_config()
+    init_rocm_smi()
+    init_signal_handler()
+
+    exporter = RdcExporter()
+    exporter.loop()
+
+
+if __name__ == '__main__':
+    main()
diff --git a/src/job-exporter/src/Moneo/src/worker/exporters/base_exporter.py b/src/job-exporter/src/Moneo/src/worker/exporters/base_exporter.py
new file mode 100644
index 00000000..b9056e22
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/exporters/base_exporter.py
@@ -0,0 +1,99 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import time
+import signal
+import logging
+import prometheus_client
+
+
+class BaseExporter:
+    '''Base exporter'''
+
+    def __init__(self, node_fields, config):
+        '''Initialization of the base class'''
+        self.node_fields = node_fields
+        self.config = config
+        self.init_connection()
+        self.init_gauges()
+
+        signal.signal(signal.SIGUSR1, self.jobID_update_flag)
+
+    def init_connection(self):
+        '''Set up connection for the port specified on the config dict'''
+        prometheus_client.start_http_server(self.config['listen_port'])
+        logging.info('Started prometheus client')
+        logging.info(
+            'Publishing fields: {}'.format(
+                ','.join(
+                    self.node_fields)))
+
+    def init_gauges(self):
+        '''Initialization of Prometheus parameters.
+        Override in Child Class if needed'''
+        self.gauges = {}
+        for field_name in self.node_fields:
+            self.gauges[field_name] = prometheus_client.Gauge(
+                'node_{}'.format(field_name),
+                'node_{}'.format(field_name),
+                ['job_id']
+            )
+
+    def collect(self, field_name):
+        '''Default collection method meant to be overiden for child class'''
+        raise NotImplementedError('Must implement this method')
+
+    def process(self):
+        '''Perform metric collection'''
+        for field_name in self.node_fields:
+            value = self.collect(field_name)
+            if not value:
+                continue
+            self.handle_field(field_name, value)
+
+    def handle_field(self, field_name, value):
+        '''Update metric value for gauge'''
+        self.gauges[field_name].labels(
+            self.config['job_id'],
+        ).set(value)
+        logging.debug('Node exporter field %s: %s', field_name, str(value))
+
+    def jobID_update_flag(self, signum, stack):
+        '''Sets job update flag when user defined signal comes in'''
+        global job_update
+        job_update = True
+
+    def jobID_update(self):
+        '''Updates job id when job update flag has been set'''
+        # remove last set of label values
+        for field_name in self.node_fields:
+            self.gauges[field_name].remove(self.config['job_id'])
+        # update job id
+        with open('curr_jobID') as f:
+            self.config['job_id'] = f.readline().strip()
+        logging.debug('Job ID updated to %s', self.config['job_id'])
+
+    def cleanup(self):
+        '''Clean up method must be overridden '''
+        raise NotImplementedError('Must implement this method')
+
+    def loop(self):
+        '''Main work loop which should be called in main'''
+        global job_update
+        job_update = False
+        try:
+            while True:
+                if (job_update):
+                    self.jobID_update()
+                    job_update = False
+                try:
+                    self.process()
+                except:
+                    logging.exception('Error while processing metrics')
+                time.sleep(self.config['update_freq'])
+                if self.config['exit']:
+                    logging.info('Received exit signal, shutting down ...')
+                    self.cleanup()
+                    break
+        except KeyboardInterrupt:
+            pass
diff --git a/src/job-exporter/src/Moneo/src/worker/exporters/custom_exporter.py b/src/job-exporter/src/Moneo/src/worker/exporters/custom_exporter.py
new file mode 100644
index 00000000..e65c019f
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/exporters/custom_exporter.py
@@ -0,0 +1,308 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import sys
+import os
+import signal
+import logging
+import argparse
+import subprocess
+import shlex
+import time
+import re
+import prometheus_client
+import json
+
+FIELD_LIST = []
+metrics_list = []
+GPU_Mapping = {}
+IB_Mapping = {}
+
+
+def shell_cmd(cmd, timeout):
+    """Helper Function for running subprocess"""
+    args = shlex.split(cmd)
+    try:
+        result = subprocess.check_output(args, stderr=subprocess.STDOUT, timeout=timeout)
+        return result.decode()
+    except subprocess.CalledProcessError as e:
+        logging.error(f"Command {' '.join(args)} failed with error: {e}")
+        return 'Error'
+    except subprocess.TimeoutExpired:
+        logging.error(f"Command {' '.join(args)} timed out")
+        return 'Timeout'
+
+
+def init_ib_config():
+    """Initialize InfiniBand configuration"""
+    cmd = 'ibv_devinfo -l'
+    result = shell_cmd(cmd, 5)
+    if 'HCAs found' in result or 'HCA found' in result:
+        try:
+            result = result.split('\n')[1:]
+            for idx, ib in enumerate(result):
+                if "ib" not in ib:
+                    continue
+                if ib:
+                    mapping = re.search(r"ib\d", ib.strip()).group()
+                    IB_Mapping[mapping] = ib.strip() + ':1'
+                    config['ib_port'][str(idx)] = IB_Mapping[mapping]
+        except Exception as e:
+            logging.error(f"Error parsing IB info: {e}")
+
+
+def init_nvidia_config():
+    """Initialize NVIDIA configuration"""
+    global config
+    global GPU_Mapping
+    # Check if it's an NVIDIA VM
+    nvArch = os.path.exists('/dev/nvidiactl')
+    if nvArch:
+        cmd = 'nvidia-smi -L'
+        result = shell_cmd(cmd, 5)
+        gpuCount = len(result.split('\nGPU'))
+        try:
+            for gpu in range(gpuCount):
+                cmd = f'nvidia-smi -q -g {gpu} -d ACCOUNTING'
+                result = shell_cmd(cmd, 5)
+                pci = re.search(r"\w+:\w\w:\w\w\.", result).group().lower()
+                pci = pci.replace('.', '')[-10:]
+                GPU_Mapping[pci] = str(gpu)  # PCI mapping
+                config['gpu_id'][str(gpu)] = GPU_Mapping[pci]
+        except Exception as e:
+            logging.error(f"Error initializing NVIDIA config: {e}")
+
+
+class CustomExporter:
+    '''Example custom node exporter'''
+
+    def __init__(self, custom_metrics_file_path):
+        '''Initializes the exporter'''
+        self.custom_metrics_file_path = custom_metrics_file_path
+        self.init_connection()
+        self.init_gauges()
+        signal.signal(signal.SIGUSR1, self.jobID_update_flag)
+
+    def init_connection(self):
+        """Initialize Prometheus connection"""
+        prometheus_client.start_http_server(config['listen_port'])
+        logging.info('Started Prometheus client')
+        self.field_list = []
+        self.field_list.extend(FIELD_LIST)
+        logging.info('Publishing fields: %s', ','.join(self.field_list))
+
+    def init_gauges(self):
+        '''Initialization of Prometheus parameters'''
+        self.gauges = {}
+        for field_name in self.field_list:
+            metric_name = ''
+            if "gpu_" in field_name:
+                metric_name = f"{field_name.split('_')[0]}_{field_name.split('_')[2]}"
+                if metric_name in metrics_list:
+                    continue
+                self.gauges[metric_name] = prometheus_client.Gauge(
+                    f'custom_{metric_name}',
+                    f'custom_{metric_name}',
+                    ['gpu_id', 'job_id']
+                )
+            elif "ib_" in field_name:
+                metric_name = f"{field_name.split('_')[0]}_{field_name.split('_')[2]}"
+                if metric_name in metrics_list:
+                    continue
+                self.gauges[metric_name] = prometheus_client.Gauge(
+                    f'custom_{metric_name}',
+                    f'custom_{metric_name}',
+                    ['ib_port', 'job_id']
+                )
+            else:
+                self.gauges[field_name] = prometheus_client.Gauge(
+                    f'custom_{field_name}',
+                    f'custom_{field_name}',
+                    ['job_id']
+                )
+            if metric_name != '' and metric_name not in metrics_list:
+                metrics_list.append(metric_name)
+                logging.info('Publishing metric: %s', metric_name)
+
+    def collect_custom_metrics(self):
+        '''Updates custom metrics'''
+        if os.path.exists(self.custom_metrics_file_path):
+            with open(self.custom_metrics_file_path, 'r') as f:
+                return json.load(f)
+        else:
+            logging.error('Custom metrics file does not exist. Exiting...')
+            sys.exit(1)
+
+    def process(self):
+        custom_metrics = self.collect_custom_metrics()
+        for node_field in self.field_list:
+            value = custom_metrics.get(node_field)
+            if value is not None:
+                self.handle_field(node_field, value)
+
+    def update_gauges_field(self, field_name, value, config):
+        if "gpu_" in field_name:
+            gpu_idx = field_name.split('_')[1]
+            metric_name = f"{field_name.split('_')[0]}_{field_name.split('_')[2]}"
+            if int(gpu_idx) < len(GPU_Mapping):
+                self.gauges[metric_name].labels(
+                    config['gpu_id'][gpu_idx],
+                    config['job_id']
+                ).set(value)
+        elif "ib_" in field_name:
+            ib_port = field_name.split('_')[1]
+            metric_name = f"{field_name.split('_')[0]}_{field_name.split('_')[2]}"
+            if int(ib_port) < len(IB_Mapping):
+                self.gauges[metric_name].labels(
+                    config['ib_port'][ib_port],
+                    config['job_id']
+                ).set(value)
+        else:
+            self.gauges[field_name].labels(
+                config['job_id']
+            ).set(value)
+
+    def handle_field(self, field_name, value):
+        '''Update metric value for gauge'''
+        self.update_gauges_field(field_name, value, config)
+        logging.debug('Custom exporter field %s: %s', field_name, str(value))
+
+    def remove_metric(self, field_name):
+        """Remove metrics label values"""
+        if "gpu_" in field_name:
+            gpu_idx = field_name.split('_')[1]
+            metric_name = f"{field_name.split('_')[0]}{field_name.split('_')[2]}"
+            if int(gpu_idx) < len(GPU_Mapping):
+                self.gauges[metric_name].remove(config['gpu_id'][gpu_idx], config['job_id'])
+        elif "ib_" in field_name:
+            ib_port = field_name.split('_')[1]
+            metric_name = f"{field_name.split('_')[0]}{field_name.split('_')[2]}"
+            if int(ib_port) < len(IB_Mapping):
+                ib_port = field_name.split('_')[1]
+            self.gauges[metric_name].remove(config['ib_port'][ib_port], config['job_id'])
+        else:
+            self.gauges[field_name].remove(config['job_id'])
+
+    def jobID_update_flag(self, signum, stack):
+        '''Sets job update flag when user-defined signal comes in'''
+        global job_update
+        job_update = True
+
+    def jobID_update(self):
+        '''Updates job id when job update flag has been set'''
+        # Remove last set of label values
+        for field_name in self.field_list:
+            self.remove_metric(field_name)
+        # Update job id
+        with open('/tmp/moneo-worker/curr_jobID') as f:
+            config['job_id'] = f.readline().strip()
+        logging.debug('Job ID updated to %s', config['job_id'])
+
+    def cleanup(self):
+        '''Things that need to be called when a signal to exit is given'''
+        logging.info('Received exit signal, shutting down ...')
+
+    def loop(self):
+        global job_update
+        job_update = False
+        try:
+            while True:
+                if job_update:
+                    self.jobID_update()
+                self.process()
+                time.sleep(config['update_freq'])
+                if config['exit']:
+                    logging.info('Received exit signal, shutting down ...')
+                    break
+        except KeyboardInterrupt:
+            pass
+
+
+def init_config(job_id, port=None):
+    '''Example of config initialization'''
+    global config
+    if not port:
+        port = 8003
+    config = {
+        'exit': False,
+        'update_freq': 1,
+        'listen_port': port,
+        'publish_interval': 1,
+        'gpu_id': {},
+        'ib_port': {},
+        'job_id': job_id,
+    }
+
+
+def init_custom_metrics(custom_metrics_file_path):
+    '''Example of custom metrics initialization'''
+    metrics_json_path = custom_metrics_file_path
+    if not os.path.exists(metrics_json_path):
+        logging.error('Custom metrics file does not exist. Exiting...')
+        sys.exit(1)
+    with open(metrics_json_path) as f:
+        custom_metrics = json.load(f)
+
+    FIELD_LIST.extend(custom_metrics.keys())
+
+
+def init_signal_handler():
+    '''Handles exit signals, User-defined signals defined in the Base class'''
+    def exit_handler(signalnum, frame):
+        config['exit'] = True
+    signal.signal(signal.SIGINT, exit_handler)
+    signal.signal(signal.SIGTERM, exit_handler)
+
+
+def get_log_level(args):
+    '''Log level helper'''
+    log_level_str = args.log_level.upper()
+    log_level_map = {
+        '0': logging.CRITICAL,
+        '1': logging.ERROR,
+        '2': logging.WARNING,
+        '3': logging.INFO,
+        '4': logging.DEBUG,
+    }
+    return log_level_map.get(log_level_str, logging.INFO)
+
+
+def main():
+    '''Main function'''
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--log_level",
+        default='INFO',
+        help='Specify a log level to use for logging.')
+    parser.add_argument(
+        "-p",
+        "--port",
+        type=int,
+        default=None,
+        help='Port to export metrics from')
+    parser.add_argument(
+        "--custom_metrics_file_path",
+        type=str,
+        default=None,
+        help='Path to custom metrics file')
+    args = parser.parse_args()
+
+    # Set up logging
+    os.makedirs('/tmp/moneo-worker', exist_ok=True)
+    logging.basicConfig(level=get_log_level(args), filename='/tmp/moneo-worker/moneoExporter.log',
+                        format='[%(asctime)s] node_exporter-%(levelname)s-%(message)s')
+    job_id = None  # Set a default job id of None
+    try:
+        init_config(job_id, args.port)
+        init_custom_metrics(args.custom_metrics_file_path)
+        init_signal_handler()
+        init_nvidia_config()
+        init_ib_config()
+        exporter = CustomExporter(args.custom_metrics_file_path)
+        exporter.loop()
+    except Exception as e:
+        logging.error('Raised exception. Message: %s', e)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/src/job-exporter/src/Moneo/src/worker/exporters/net_exporter.py b/src/job-exporter/src/Moneo/src/worker/exporters/net_exporter.py
new file mode 100644
index 00000000..25358352
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/exporters/net_exporter.py
@@ -0,0 +1,289 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import os
+import sys
+import time
+import signal
+import logging
+import argparse
+
+import prometheus_client
+
+IB_COUNTERS = [
+    'port_xmit_data',
+    'port_rcv_data',
+    'port_xmit_discards',
+    'port_rcv_errors',
+    'port_xmit_constraint_errors',
+    'port_rcv_constraint_errors',
+    'port_physical_state',
+]
+
+PORT_STATE = {
+    'Polling': 0,
+    'LinkUp': 1
+}
+
+
+def watch(f):
+    while True:
+        f.seek(0)
+        time.sleep(0.1)
+        yield f.readline()
+
+
+class NetExporter():
+    def __init__(self):
+        self.init_connection()
+        self.init_gauges()
+        signal.signal(signal.SIGUSR1, self.jobID_update_flag)
+
+    def init_connection(self):
+        prometheus_client.start_http_server(config['listen_port'])
+        logging.info('Started prometheus client')
+
+        field_list = []
+        field_list.extend(IB_COUNTERS)
+        logging.info('Publishing fields: {}'.format(','.join(field_list)))
+
+    def init_gauges(self):
+        self.guages = {}
+        for field_name in IB_COUNTERS:
+            self.guages[field_name] = prometheus_client.Gauge(
+                'ib_{}'.format(field_name),
+                'ib_{}'.format(field_name),
+                ['ib_port', 'ib_sys_guid', 'job_id']
+            )
+
+    def process(self):
+        for ib_port in config['ib_port'].keys():
+            ib_port_config = config['ib_port'][ib_port]
+            for field_name in sorted(IB_COUNTERS, key=lambda x: x != 'port_physical_state'):
+                if field_name not in ib_port_config['counter_file']:
+                    logging.warning('Field %s not found in counter_file for %s', field_name, ib_port)
+                    continue
+                ib_port_config['counter_file'][field_name].seek(0)
+                counter = 0
+                if field_name == 'port_physical_state':
+                    try:
+                        state = ib_port_config['counter_file'][field_name].readline().split()[1].strip()
+                    except Exception as e:
+                        logging.warning('Error reading port_physical_state for %s: %s', ib_port, e)
+                        state = 'Unknown'
+                    counter = PORT_STATE.get(state, -1)
+                else:
+                    try:
+                        counter = int(ib_port_config['counter_file']
+                                      [field_name].readline().strip())
+                    except Exception as e:
+                        logging.warning('Error reading counter for %s in %s: %s', field_name, ib_port, e)
+                        counter = 0
+
+                if field_name.endswith('_data'):
+                    counter_delta = counter - ib_port_config['counters'][field_name]
+                    if counter_delta >= 0:
+                        self.handle_field(
+                            ib_port,
+                            field_name,
+                            counter_delta * 4 / config['update_freq'],
+                        )
+                    else:
+                        self.handle_field(
+                            ib_port,
+                            field_name,
+                            (counter_delta + 2**64) * 4 / config['update_freq'],
+                        )
+                else:
+                    self.handle_field(ib_port, field_name, counter)
+                ib_port_config['counters'][field_name] = counter
+
+    def handle_field(self, ib_port, field_name, value):
+        self.guages[field_name].labels(
+            ib_port,
+            config['ib_port'][ib_port]['sys_image_guid'],
+            config['job_id'],
+        ).set(value)
+        logging.debug('Sent InfiniBand %s %s : %s=%s', ib_port,
+                      config['ib_port'][ib_port]['sys_image_guid'], field_name,
+                      str(value))
+
+    def jobID_update_flag(self, signum, stack):
+        '''Sets job update flag when user defined signal comes in'''
+        global job_update
+        job_update = True
+
+    def jobID_update(self):
+        '''Updates job id when job update flag has been set'''
+        global job_update
+        job_update = False
+        # remove last set of label values
+        for ib_port in config['ib_port'].keys():
+            for field_name in IB_COUNTERS:
+                self.guages[field_name].remove(ib_port, config['ib_port'][ib_port]['sys_image_guid'], config['job_id'])
+        # update job id
+        with open('/tmp/moneo-worker/curr_jobID') as f:
+            config['job_id'] = f.readline().strip()
+        logging.debug('Job ID updated to %s', config['job_id'])
+
+    def loop(self):
+        global job_update
+        job_update = False
+        try:
+            while True:
+                if (job_update):
+                    self.jobID_update()
+                self.process()
+                time.sleep(config['update_freq'])
+                if config['exit'] is True:
+                    logging.info('Received exit signal, shutting down ...')
+                    for ib_port in config['ib_port'].keys():
+                        for field_name in IB_COUNTERS:
+                            config['ib_port'][ib_port]['counter_file'][
+                                field_name].close()
+                    break
+        except KeyboardInterrupt:
+            pass
+
+
+def init_config(job_id, update_freq):
+    global config
+    config = {
+        'exit': False,
+        'update_freq': update_freq,
+        'listen_port': 8001,
+        'publish_interval': 1,
+        'ib_port': {},
+        'job_id': job_id
+    }
+
+
+# /sys/class/net/eth0/statistics/rx_bytes
+def init_infiniband(args):
+    sysfs_path = args.inifiband_sysfs
+    if not os.path.isdir(sysfs_path):
+        logging.error('The specified sysfs path does not exist: %s', sysfs_path)
+        config['ib_port'] = {}
+        return
+
+    for hca in os.listdir(sysfs_path):
+        sys_image_guid = ''
+
+        sys_image_guid_path = os.path.join(sysfs_path, hca, 'sys_image_guid')
+        if os.path.isfile(sys_image_guid_path):
+            try:
+                with open(sys_image_guid_path, 'r') as f:
+                    sys_image_guid = f.readline().strip().replace(':', '')
+            except Exception as e:
+                logging.warning('Error reading sys_image_guid for %s: %s', hca, e)
+        else:
+            logging.warning('File %s does not exist', sys_image_guid_path)
+
+        ports_path = os.path.join(sysfs_path, hca, 'ports')
+        if not os.path.isdir(ports_path):
+            logging.warning('The specified ports path does not exist: %s', ports_path)
+            continue
+
+        for port in os.listdir(ports_path):
+
+            counter_path = os.path.join(sysfs_path, hca, 'ports', port,
+                                        'counters')
+            counter_file = {}
+            counters = {}
+
+            for field_name in sorted(IB_COUNTERS, key=lambda x: x != 'port_physical_state'):
+                if field_name == 'port_physical_state':
+                    state_path = os.path.join(sysfs_path, hca, 'ports', port)
+                    if not os.path.isfile(os.path.join(state_path, 'phys_state')):
+                        logging.warning('File %s does not exist for %s:%s', os.path.join(state_path, 'phys_state'), hca, port)
+                        break
+                    try:
+                        counter_file[field_name] = open(os.path.join(state_path, 'phys_state'), 'r')
+                        state = counter_file[field_name].readline().split()[1].strip()
+                    except Exception as e:
+                        logging.warning('Error reading port_physical_state for {}:{}'.format(hca, port, e))
+                        state = 'Unknown'
+
+                    counters[field_name] = PORT_STATE.get(state, -1)
+                    if counters[field_name] == -1:
+                        logging.warning('Invalid port_physical_state for {}:{}'.format(hca, port))
+                        # Skip processing other items in IB_COUNTERS for this port
+                        break
+                    continue
+                file_path = os.path.join(counter_path, field_name)
+                if os.path.isfile(file_path):
+                    try:
+                        counter_file[field_name] = open(file_path, 'r')
+                        counters[field_name] = int(counter_file[field_name].readline().strip())
+                    except Exception as e:
+                        logging.warning('Error reading counter for %s in %s: %s', field_name, hca, e)
+                        counters[field_name] = 0
+                else:
+                    logging.warning('File %s does not exist for %s:%s', file_path, hca, port)
+
+            config['ib_port']['{}:{}'.format(hca, port)] = {
+                'sys_image_guid': sys_image_guid,
+                'counter_path': counter_path,
+                'counter_file': counter_file,
+                'counters': counters,
+            }
+
+
+def init_signal_handler():
+    def exit_handler(signalnum, frame):
+        config['exit'] = True
+    signal.signal(signal.SIGINT, exit_handler)
+    signal.signal(signal.SIGTERM, exit_handler)
+
+
+def get_log_level(loglevel):
+    levelStr = loglevel.upper()
+    if levelStr == '0' or levelStr == 'CRITICAL':
+        numeric_log_level = logging.CRITICAL
+    elif levelStr == '1' or levelStr == 'ERROR':
+        numeric_log_level = logging.ERROR
+    elif levelStr == '2' or levelStr == 'WARNING':
+        numeric_log_level = logging.WARNING
+    elif levelStr == '3' or levelStr == 'INFO':
+        numeric_log_level = logging.INFO
+    elif levelStr == '4' or levelStr == 'DEBUG':
+        numeric_log_level = logging.DEBUG
+    else:
+        print("Could not understand the specified --log-level '%s'" % (args.loglevel))
+        args.print_help()
+        sys.exit(2)
+    return numeric_log_level
+
+
+def main(args):
+    # set up logging
+    os.makedirs('/tmp/moneo-worker', exist_ok=True)
+    logging.basicConfig(level=get_log_level(args.log_level), filename='/tmp/moneo-worker/moneoExporter.log',
+                        format='[%(asctime)s] net_exporter-%(levelname)s-%(message)s')
+    jobId = None
+    try:
+        init_config(jobId, args.update_freq)
+        init_infiniband(args)
+        init_signal_handler()
+
+        exporter = NetExporter()
+        exporter.loop()
+    except Exception as e:
+        logging.error('Raised exception. Message: %s', e)
+
+
+if __name__ == '__main__':
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--log_level", default='INFO', help='Specify a log level to use for logging. CRITICAL (0) - \
+                        log only critical errors that drastically affect \
+                        execution ERROR (1) - Log any error in execution \
+                        WARNING (2) - Log all warnings and errors that occur \
+                        INFO (3) - Log informational messages about program \
+                        execution in addition to warnings and errors DEBUG (4) \
+                        - Log debugging information in addition to all')
+    parser.add_argument("--inifiband_sysfs", default='/sys/class/infiniband', help='The sysfs path of infiniband')
+    parser.add_argument("--update_freq", default=0.1, type=float, help='The update frequency of the exporter')
+
+    args = parser.parse_args()
+
+    main(args)
diff --git a/src/job-exporter/src/Moneo/src/worker/exporters/node_exporter.py b/src/job-exporter/src/Moneo/src/worker/exporters/node_exporter.py
new file mode 100644
index 00000000..0fb3fb1a
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/exporters/node_exporter.py
@@ -0,0 +1,493 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+######################################################
+# This exporter file can be modified or used as
+# an example of how to create a custom exporter.
+#
+# The following files have been modified to
+# integrate this exporter:
+#    src/ansible/deploy.yaml
+#    src/ansible/prometheus.config.j2
+#    src/ansible/updateJobID.yaml
+#    src/master/prometheus.yml
+#    src/worker/shutdown.sh
+#
+# Modifications to the Grafana dashboard needs
+# be done to view metrics exported
+# (not done in this example)
+######################################################
+
+import sys
+import os
+import signal
+import logging
+import argparse
+import netifaces
+from base_exporter import BaseExporter
+import subprocess
+import shlex
+import psutil
+import re
+import prometheus_client
+from datetime import datetime, timedelta
+
+FIELD_LIST = [
+    'net_rx',
+    'net_tx',
+    'cpu_util',  # use /proc/stat
+    'cpu_frequency',  # use /proc/cpuinfo
+    'mem_available',  # use /proc/meminfo
+    'mem_util'  # use /proc/meminfo
+]
+
+GPU_Mapping = {}
+IB_Mapping = {}
+# feel free to copy and paste if os commands are needed
+
+
+def shell_cmd(cmd, timeout):
+    """Helper Function for running subprocess"""
+    args = shlex.split(cmd)
+    child = subprocess.Popen(args, stdout=subprocess.PIPE,
+                             stderr=subprocess.STDOUT)
+    try:
+        result, errs = child.communicate(timeout=timeout)
+    except subprocess.TimeoutExpired:
+        child.kill()
+        print("Command " + " ".join(args) + ", Failed on timeout")
+        logging.error("Command " + " ".join(args) + ", Failed on timeout")
+        result = 'TimeOut'
+        return result
+    return result.decode()
+
+
+def get_default_iface():
+    try:
+        g = netifaces.gateways()
+        default = g.get('default', {})
+        gw4 = default.get(netifaces.AF_INET)
+        if gw4:
+            _, iface = gw4[:2]
+            return iface
+        return None
+    except Exception:
+        return None
+
+
+class NodeExporter(BaseExporter):
+    '''Example custom node exporter'''
+
+    def __init__(self, node_fields, exp_config):
+        '''initializes parent class'''
+        super().__init__(node_fields, exp_config)
+
+    def init_gauges(self):
+        '''Initialization of Prometheus parameters.
+           Override in Child Class if needed'''
+        self.gauges = {}
+        for field_name in self.node_fields:
+            if 'cpu' in field_name:
+                self.gauges[field_name] = prometheus_client.Gauge(
+                    'node_{}'.format(field_name),
+                    'node_{}'.format(field_name),
+                    ['job_id', 'cpu_id', 'numa_domain', 'node_name']
+                )
+            elif 'xid' in field_name:
+                self.gauges[field_name] = prometheus_client.Gauge(
+                    'node_{}'.format(field_name),
+                    'node_{}'.format(field_name),
+                    ['job_id', 'pci_id', 'gpu_id', 'time_stamp', 'node_name']
+                )
+            elif 'link_flap' in field_name:
+                self.gauges[field_name] = prometheus_client.Gauge(
+                    'node_{}'.format(field_name),
+                    'node_{}'.format(field_name),
+                    ['job_id', 'ib_port', 'time_stamp', 'node_name'])
+            else:
+                self.gauges[field_name] = prometheus_client.Gauge(
+                    'node_{}'.format(field_name),
+                    'node_{}'.format(field_name),
+                    ['job_id', 'node_name']
+                )
+
+    # example function of how to collect metrics from a command using the
+    # shell_cmd helper function the parent class will call this collect
+    # function to update the Prometheus gauges
+    def collect(self, field_name):  # noqa: C901
+        '''Custom collection Method'''
+        value = None
+        if 'net' in field_name and config['ethernet_device']:
+            cmd = "grep '{}' ".format(config['ethernet_device']) + self.config['fieldFiles'][field_name]
+            val = None
+            if 'net_rx' in field_name:
+                val = shell_cmd(cmd, 5).split()[1]
+            else:  # 'net_tx'
+                val = shell_cmd(cmd, 5).split()[9]
+            delta = int(val) - int(self.config['counter'][field_name])
+            self.config['counter'][field_name] = val
+            value = delta / (self.config['update_freq'])  # bandwidth
+        elif 'cpu' in field_name:
+            value = {}
+            if 'util' in field_name:
+                for id, util_percent in enumerate(
+                        psutil.cpu_percent(percpu=True)):
+                    value[str(id)] = util_percent
+
+            elif 'frequency' in field_name:
+                for id, freq in enumerate(psutil.cpu_freq(percpu=True)):
+                    value[str(id)] = freq.current
+
+        elif 'mem' in field_name:
+            metric = field_name.split('_')[-1]
+            virtual_mem = psutil.virtual_memory()
+
+            if metric == 'util':
+                value = getattr(virtual_mem, 'percent')
+            else:
+                # psutil returns virtual memory stats in bytes, convert to kB
+                value = getattr(virtual_mem, metric) / 1024
+        elif 'xid' in field_name or "link_flap" in field_name:
+            try:
+                value = {}
+                cmd = self.config['command'][field_name]
+                # check if error present in logs
+                field_check = shell_cmd(cmd, 5)
+                result = [line for line in field_check.split(
+                    '\n') if line.strip() != '']
+                for line in result:
+                    timestamp = re.search(
+                        r"\w\w\w\s+\d+\s\d\d:\d\d:\d\d", line)
+                    if not timestamp:
+                        continue
+                    timestamp = timestamp.group()
+                    if 'xid' in field_name:
+                        results = re.search(r"\(.+\):\s\d\d", line)
+                        if not results:
+                            continue
+                        results = results.group().split()
+                        pci = results[0].replace('(PCI:', '').replace('):', '')[-10:]
+                        if pci not in value:
+                            value = {pci: {timestamp: []}}
+                        if timestamp not in value[pci]:
+                            value[pci][timestamp] = []
+                        value[pci][timestamp].append(int(results[1].replace(',', '')))
+                    else:  # link flap
+                        results = re.search(r"\bib\d:", line)
+                        if not results:
+                            continue
+                        hca = results.group().replace(':', '')
+                        if hca not in value:
+                            value[hca] = []
+                        value[hca].append(timestamp)
+            except Exception as e:
+                logging.exception('Exception occured during collection. Message: %s', e)
+                pass
+        else:
+            value = 0
+        return value
+
+    def update_field(self, field_name, value, *labels):
+        self.gauges[field_name].labels(
+            *labels
+        ).set(value)
+
+    def handle_field(self, field_name, value):  # noqa: C901
+        '''Update metric value for gauge'''
+        if 'cpu' in field_name:
+            logging.debug(f'Handeling field: {field_name}')
+            for id, k in enumerate(value.keys()):
+                numa_domain = self.config['cpu_numa_map'][id]
+                logging.debug(f'Handeling key: {k}. Setting value: {value[k]}')
+                self.update_field(field_name, value[k], self.config['job_id'], k, numa_domain, self.config['node_name'])
+        elif 'xid' in field_name or 'link_flap' in field_name:
+            Mapping = GPU_Mapping if 'xid' in field_name else IB_Mapping
+            try:
+                self.remove_metric(field_name, Mapping)
+                for dev_id in value.keys():
+                    iter_object = value[dev_id].keys() if field_name == 'xid' else value[dev_id]
+                    for time_stamp in iter_object:
+                        label_values = [self.config['job_id'], dev_id, Mapping[dev_id], time_stamp, self.config['node_name']] \
+                            if 'xid' in field_name else [self.config['job_id'], Mapping[dev_id], time_stamp, self.config['node_name']]
+                        collect_time = self.config['sample_timestamp'][field_name]
+                        event_time = datetime.strptime(time_stamp, "%b %d %H:%M:%S").replace(year=collect_time.year)
+                        if event_time <= collect_time:
+                            continue
+                        if 'xid' in field_name:
+                            for code in value[dev_id][time_stamp]:
+                                self.update_field(field_name, code, *label_values)
+                        else:
+                            self.update_field(field_name, 1, *label_values)
+                        self.config['counter'][field_name][dev_id].append(time_stamp)
+                        self.config['sample_timestamp'][field_name] = event_time
+            except Exception as e:
+                logging.exception('Raised exception during xid/linkflap handling. Message: %s', e)
+                pass
+        else:
+            self.update_field(field_name, value, self.config['job_id'], self.config['node_name'])
+        logging.debug('Node exporter field %s: %s', field_name, str(value))
+
+    def remove_metric(self, field_name, Mapping):
+        if 'cpu' in field_name:
+            for id in range(self.config['num_cores']):
+                numa_domain = self.config['cpu_numa_map'][id]
+                self.gauges[field_name].remove(self.config['job_id'], str(id), numa_domain)
+        elif 'xid' in field_name or 'link_flap' in field_name:
+            for dev_id in self.config['counter'][field_name].keys():
+                for time_stamp in self.config['counter'][field_name][dev_id]:
+                    label_values = [self.config['job_id'], dev_id, Mapping[dev_id], time_stamp] if 'xid' in \
+                        field_name else [self.config['job_id'], Mapping[dev_id], time_stamp]
+                    metric = self.gauges[field_name]
+                    labels = {k: v for k, v in zip(metric._labelnames, label_values)}
+                    metric_exists = metric.labels(**labels) is not None
+                    if metric_exists:
+                        self.gauges[field_name].remove(*label_values)
+                self.config['counter'][field_name][dev_id].clear()
+        else:
+            self.gauges[field_name].remove(self.config['job_id'])
+
+    def jobID_update(self):
+        '''Updates job id when job update flag has been set'''
+        # Remove last set of label values
+        for field_name in self.node_fields:
+            if 'xid' in field_name or 'link_flap' in field_name:
+                Mapping = GPU_Mapping if 'xid' in field_name else IB_Mapping
+                self.remove_metric(field_name, Mapping)
+            else:
+                self.remove_metric(field_name, None)
+        # Update job id
+        with open('/tmp/moneo-worker/curr_jobID') as f:
+            self.config['job_id'] = f.readline().strip()
+        logging.debug('Job ID updated to %s', self.config['job_id'])
+
+    # This is called at the termination of the application.
+    # Can be used to close any open files.
+    def cleanup(self):
+        '''Things that need to be called when signal to exit is given'''
+        logging.info('Received exit signal, shutting down ...')
+
+
+def get_core_numa_mapping(core_count):
+    cmd = 'numactl --hardware'
+    output = shell_cmd(cmd, 5)
+    numa_mapping = {}
+    lines = output.split('\n')
+    for line in lines:
+        if 'node ' in line and 'cpus' in line and not line.strip().endswith('cpus:'):
+            current_numa_domain = int(re.search(r'node (\d+)', line).group(1))
+            if ':' in line:
+                cpus_str = line.split(': ')[1].split()
+                for cpu in cpus_str:
+                    numa_mapping[int(cpu)] = current_numa_domain
+    if len(numa_mapping.keys()) != core_count:
+        numa_mapping = {}
+        cmd = 'lscpu -e=cpu,node'
+        output = shell_cmd(cmd, 5)
+        lines = output.split('\n')
+        for line in lines:
+            if 'CPU' in line.upper() or line.strip() == "":
+                continue
+            cpu, node = line.split()
+            numa_mapping[int(cpu)] = node
+    return numa_mapping
+
+
+# you will need to initialize your custom metric's file if we are exporting
+# from a file you may also want to initialize the config's counter member
+# for the specific field
+def init_config(job_id, port=None, ethernet_device='eth0', interval=30):
+    '''Example of config initialization'''
+    global config
+    if not port:
+        port = 8002
+    config = {
+        'exit': False,
+        'update_freq': interval,
+        'listen_port': port,
+        'publish_interval': interval,
+        'job_id': job_id,
+        'fieldFiles': {},
+        'counter': {},
+        'sample_timestamp': {},
+        'ethernet_device': ethernet_device,
+        'node_name': os.environ.get("NODE_NAME"),
+    }
+    # for xid and link flaps
+    config['command'] = {}
+    cmd = "awk -F= '/^NAME/{print $2}' /etc/os-release"
+    result = shell_cmd(cmd, 5)
+    if "Ubuntu" in result:
+        config['command']['link_flap'] = "sudo grep 'Lost carrier' /sys-logs/syslog"
+        config['command']['xid_error'] = "sudo grep 'NVRM: Xid' /sys-logs/syslog"
+        init_nvidia_config()
+        init_ib_config()
+    elif "AlmaLinux" in result:
+        config['command']['link_flap'] = "sudo grep 'Lost carrier' /var/log/messages"
+        config['command']['xid_error'] = "sudo grep 'NVRM: Xid' /var/log/messages"
+        init_nvidia_config()
+        init_ib_config()
+    else:
+        logging.info('OS not supported attempting to continue...')
+
+    # get NUMA domain
+    config['num_cores'] = psutil.cpu_count()
+    config['cpu_numa_map'] = get_core_numa_mapping(config['num_cores'])
+
+    # initalize field specific config parameters
+    for field_name in FIELD_LIST:
+        config['sample_timestamp'][field_name] = datetime.now() - timedelta(seconds=5)
+        if 'net' in field_name and config['ethernet_device']:
+            config['fieldFiles'][field_name] = '/proc/net/dev'
+            # initialize counter, this will ensure a initial value is present
+            # to calculate bandwidth
+            cmd = "grep '{}' ".format(config['ethernet_device']) + config['fieldFiles'][field_name]
+            if field_name == 'net_rx':
+                config['counter'][field_name] = shell_cmd(cmd, 5).split()[1]
+            elif field_name == 'net_tx':
+                config['counter'][field_name] = shell_cmd(cmd, 5).split()[9]
+        elif 'cpu' in field_name:
+            if 'util' in field_name:
+                # Call cpu_percent to get intial 0.0 values
+                _ = psutil.cpu_percent(percpu=True)
+
+
+# You can just copy paste this function. Used to handle signals
+def init_signal_handler():
+    '''Handles exit signals, User defined signale defined in Base class'''
+    def exit_handler(signalnum, frame):
+        config['exit'] = True
+    signal.signal(signal.SIGINT, exit_handler)
+    signal.signal(signal.SIGTERM, exit_handler)
+
+
+# You can just copy paste this function. This is used to parse the log-level
+# argument
+def get_log_level(args):
+    '''Log level helper'''
+    levelStr = args.log_level.upper()
+    if levelStr == '0' or levelStr == 'CRITICAL':
+        numeric_log_level = logging.CRITICAL
+    elif levelStr == '1' or levelStr == 'ERROR':
+        numeric_log_level = logging.ERROR
+    elif levelStr == '2' or levelStr == 'WARNING':
+        numeric_log_level = logging.WARNING
+    elif levelStr == '3' or levelStr == 'INFO':
+        numeric_log_level = logging.INFO
+    elif levelStr == '4' or levelStr == 'DEBUG':
+        numeric_log_level = logging.DEBUG
+    else:
+        print(
+            "Could not understand the specified --log-level '%s'" %
+            (args.loglevel))
+        args.print_help()
+        sys.exit(2)
+    return numeric_log_level
+
+
+def init_ib_config():
+    global config
+    global GPU_Mapping
+    global IB_Mapping
+    global FIELD_LIST
+    # IB mapping
+    cmd = 'ls /sys/class/infiniband'
+    result = shell_cmd(cmd, 5)
+    # The output of 'ls /sys/class/infiniband' could be like 'mlx5_ib7', 'mlx5_7', etc.
+    try:
+        config['counter']['link_flap'] = {}
+        result = result.strip().split('\n')
+        for ib in result:
+            if not ib:
+                continue
+            # Match both 'mlx5_ib7' and 'mlx5_7' patterns
+            match = re.match(r'(mlx5_(?:ib)?[0-9]+)', ib.strip())
+
+            if match:
+                # Extract the number part and always use 'ib' prefix for mapping
+                num = re.search(r'(\d+)$', match.group(1))
+                if num:
+                    mapping = f'ib{num.group(1)}'
+                    config['counter']['link_flap'][mapping] = []
+                    IB_Mapping[mapping] = ib.strip() + ':1'
+        FIELD_LIST.append('link_flap')
+    except Exception as e:
+        logging.exception('Exception occured during configuration. Message: %s', e)
+        pass
+
+
+def init_nvidia_config():
+    global config
+    global GPU_Mapping
+    global IB_Mapping
+    global FIELD_LIST
+    # check if nvidiaVM
+    nvArch = os.path.exists('/dev/nvidiactl')
+    if nvArch:
+        config['counter']['xid_error'] = {}
+        cmd = 'nvidia-smi -L'
+        result = shell_cmd(cmd, 5)
+        gpuCount = len(result.split('\nGPU'))
+        try:
+            for gpu in range(gpuCount):
+                cmd = 'nvidia-smi -q -g ' + str(gpu) + ' -d ACCOUNTING'
+                result = shell_cmd(cmd, 5)
+                pci = re.search(r"\w+:\w\w:\w\w\.", result).group().lower()
+                pci = pci.replace('.', '')[-10:]
+                GPU_Mapping[pci] = str(gpu)  # pci mapping
+                config['counter']['xid_error'][pci] = []
+            FIELD_LIST.append('xid_error')
+        except Exception as e:
+            logging.exception('Exception occured during configuration. Message: %s', e)
+            pass
+
+
+# Copy paste this function, modify if needed
+def main():
+    '''main function'''
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--log_level",
+        default='INFO',
+        help='Specify a log level to use for logging. CRITICAL (0) - \
+                        log only critical errors that drastically affect \
+                        execution ERROR (1) - Log any error in execution \
+                        WARNING (2) - Log all warnings and errors that occur \
+                        INFO (3) - Log informational messages about program \
+                        execution in addition to warnings and errors DEBUG (4) \
+                        - Log debugging information in addition to all')
+    parser.add_argument(
+        "-p",
+        "--port",
+        type=int,
+        default=None,
+        help='Port to export metrics from')
+    parser.add_argument(
+        "-e",
+        "--ethernet_device",
+        type=str,
+        default=get_default_iface(),
+        help='Ethernet device to monitor')
+    parser.add_argument(
+        "-i",
+        "--interval",
+        type=int,
+        default=30,
+        help='Set the interval (in seconds) for the exporter'
+    )
+    args = parser.parse_args()
+    # set up logging
+    os.makedirs('/tmp/moneo-worker', exist_ok=True)
+    logging.basicConfig(level=get_log_level(args), filename='/tmp/moneo-worker/moneoExporter.log',
+                        format='[%(asctime)s] node_exporter-%(levelname)s-%(message)s')
+    jobId = None  # set a default job id of None
+    try:
+        init_config(jobId, args.port, args.ethernet_device, args.interval)
+        init_signal_handler()
+        exporter = NodeExporter(FIELD_LIST, config)
+        exporter.loop()
+    except Exception as e:
+        logging.exception('Exception occured during configuration. Message: %s', e)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/src/job-exporter/src/Moneo/src/worker/exporters/nvidia_exporter.py b/src/job-exporter/src/Moneo/src/worker/exporters/nvidia_exporter.py
new file mode 100644
index 00000000..b623e8d6
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/exporters/nvidia_exporter.py
@@ -0,0 +1,424 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import os
+import sys
+import time
+import signal
+import logging
+import json
+import prometheus_client
+import subprocess
+import shlex
+
+sys.path.append('/usr/local/dcgm/bindings/python3')
+import dcgm_fields
+from DcgmReader import DcgmReader
+from common import dcgm_client_cli_parser
+
+# sys.path.append('/usr/local/dcgm/bindings')
+
+
+DCGM_PROF_FIELDS = [
+    dcgm_fields.DCGM_FI_PROF_PIPE_TENSOR_ACTIVE,
+    dcgm_fields.DCGM_FI_PROF_PIPE_FP64_ACTIVE,
+    dcgm_fields.DCGM_FI_PROF_PIPE_FP32_ACTIVE,
+    dcgm_fields.DCGM_FI_PROF_PIPE_FP16_ACTIVE,
+]
+
+DCGM_FIELDS = [
+    # PID
+    # dcgm_fields.DCGM_FI_DEV_COMPUTE_PIDS,
+    # Clock
+    dcgm_fields.DCGM_FI_DEV_SM_CLOCK,
+    dcgm_fields.DCGM_FI_DEV_MEM_CLOCK,
+    # Temperature
+    dcgm_fields.DCGM_FI_DEV_GPU_TEMP,
+    dcgm_fields.DCGM_FI_DEV_MEMORY_TEMP,
+    # Power
+    dcgm_fields.DCGM_FI_DEV_POWER_USAGE,
+    dcgm_fields.DCGM_FI_DEV_TOTAL_ENERGY_CONSUMPTION,
+    # Utilization
+    dcgm_fields.DCGM_FI_DEV_GPU_UTIL,
+    dcgm_fields.DCGM_FI_DEV_MEM_COPY_UTIL,
+    # ECC
+    dcgm_fields.DCGM_FI_DEV_ECC_SBE_VOL_TOTAL,
+    dcgm_fields.DCGM_FI_DEV_ECC_DBE_VOL_TOTAL,
+    dcgm_fields.DCGM_FI_DEV_ECC_SBE_AGG_TOTAL,
+    dcgm_fields.DCGM_FI_DEV_ECC_DBE_AGG_TOTAL,
+    # SM
+    dcgm_fields.DCGM_FI_PROF_SM_ACTIVE,
+    dcgm_fields.DCGM_FI_PROF_SM_OCCUPANCY,
+    # Memory
+    dcgm_fields.DCGM_FI_PROF_DRAM_ACTIVE,
+    # NVLink
+    dcgm_fields.DCGM_FI_PROF_NVLINK_TX_BYTES,
+    dcgm_fields.DCGM_FI_PROF_NVLINK_RX_BYTES,
+    # PCIe
+    dcgm_fields.DCGM_FI_PROF_PCIE_TX_BYTES,
+    dcgm_fields.DCGM_FI_PROF_PCIE_RX_BYTES,
+    # throttling and violations
+    dcgm_fields.DCGM_FI_DEV_CLOCK_THROTTLE_REASONS,
+    dcgm_fields.DCGM_FI_DEV_POWER_VIOLATION,
+    dcgm_fields.DCGM_FI_DEV_THERMAL_VIOLATION
+]
+
+DCGM_FIELDS_DESCRIPTION = {
+    # PID
+    # dcgm_fields.DCGM_FI_DEV_COMPUTE_PIDS,
+    # Clock
+    dcgm_fields.DCGM_FI_DEV_SM_CLOCK:
+    'SM clock frequency (in MHz)',
+    dcgm_fields.DCGM_FI_DEV_MEM_CLOCK:
+    'Memory clock frequency (in MHz)',
+    # Temperature
+    dcgm_fields.DCGM_FI_DEV_GPU_TEMP:
+    'GPU temperature (in C)',
+    dcgm_fields.DCGM_FI_DEV_MEMORY_TEMP:
+    'Memory temperature (in C)',
+    # Power
+    dcgm_fields.DCGM_FI_DEV_POWER_USAGE:
+    'Power usage (in W)',
+    dcgm_fields.DCGM_FI_DEV_TOTAL_ENERGY_CONSUMPTION:
+    'Total energy consumption since boot (in mJ)',
+    # Utilization
+    dcgm_fields.DCGM_FI_DEV_GPU_UTIL:
+    'GPU utilization (in %)',
+    dcgm_fields.DCGM_FI_DEV_MEM_COPY_UTIL:
+    'Memory utilization (in %)',
+    # ECC
+    dcgm_fields.DCGM_FI_DEV_ECC_SBE_VOL_TOTAL:
+    'Total number of single-bit volatile ECC errors',
+    dcgm_fields.DCGM_FI_DEV_ECC_DBE_VOL_TOTAL:
+    'Total number of double-bit volatile ECC errors',
+    dcgm_fields.DCGM_FI_DEV_ECC_SBE_AGG_TOTAL:
+    'Total number of single-bit persistent ECC errors',
+    dcgm_fields.DCGM_FI_DEV_ECC_DBE_AGG_TOTAL:
+    'Total number of double-bit persistent ECC errors',
+    # SM
+    dcgm_fields.DCGM_FI_PROF_SM_ACTIVE:
+    'The fraction of time at least one warp was active on a multiprocessor, averaged over all multiprocessors',
+    dcgm_fields.DCGM_FI_PROF_SM_OCCUPANCY:
+    'The fraction of resident warps on a multiprocessor,'
+    ' relative to the maximum number of concurrent warps supported on a multiprocessor',
+    dcgm_fields.DCGM_FI_PROF_PIPE_TENSOR_ACTIVE:
+    'The fraction of cycles the tensor (HMMA / IMMA) pipe was active',
+    dcgm_fields.DCGM_FI_PROF_PIPE_FP64_ACTIVE:
+    'The fraction of cycles the FP64 (double precision) pipe was active',
+    dcgm_fields.DCGM_FI_PROF_PIPE_FP32_ACTIVE:
+    'The fraction of cycles the FMA (FP32 (single precision), and integer) pipe was active',
+    dcgm_fields.DCGM_FI_PROF_PIPE_FP16_ACTIVE:
+    'The fraction of cycles the FP16 (half precision) pipe was active',
+    # Memory
+    dcgm_fields.DCGM_FI_PROF_DRAM_ACTIVE:
+    'The fraction of cycles where data was sent to or received from device memory',
+    # NVLink
+    dcgm_fields.DCGM_FI_PROF_NVLINK_TX_BYTES:
+    'The rate of data transmitted over NVLink, not including protocol headers, in bytes per second',
+    dcgm_fields.DCGM_FI_PROF_NVLINK_RX_BYTES:
+    'The rate of data received over NVLink, not including protocol headers, in bytes per second',
+    # PCIe
+    dcgm_fields.DCGM_FI_PROF_PCIE_TX_BYTES:
+    'The rate of data transmitted over the PCIe bus,'
+    ' including both protocol headers and data payloads, in bytes per second',
+    dcgm_fields.DCGM_FI_PROF_PCIE_RX_BYTES:
+    'The rate of data received over the PCIe bus,'
+    ' including both protocol headers and data payloads, in bytes per second',
+    dcgm_fields.DCGM_FI_DEV_CLOCK_THROTTLE_REASONS:
+    'Current clock throttle reasons (bitmask of DCGM_CLOCKS_THROTTLE_REASON_*)',
+    dcgm_fields.DCGM_FI_DEV_POWER_VIOLATION:
+    'Power Violation time in usec',
+    dcgm_fields.DCGM_FI_DEV_THERMAL_VIOLATION:
+    'Thermal Violation time in usec',
+}
+
+
+def shell_cmd(cmd, timeout):
+    """Helper Function for running subprocess"""
+    args = shlex.split(cmd)
+    child = subprocess.Popen(args, stdout=subprocess.PIPE,
+                             stderr=subprocess.STDOUT)
+    try:
+        result, errs = child.communicate(timeout=timeout)
+    except subprocess.TimeoutExpired:
+        child.kill()
+        print("Command " + " ".join(args) + ", Failed on timeout")
+        logging.error("Command " + " ".join(args) + ", Failed on timeout")
+        result = 'TimeOut'
+        return result
+    return result.decode()
+
+
+class DcgmExporter(DcgmReader):
+    def __init__(self):
+        DcgmReader.__init__(
+            self,
+            fieldIds=dcgm_config['publishFieldIds'],
+            ignoreList=dcgm_config['ignoreList'],
+            updateFrequency=int(60000000 / dcgm_config['prometheusPublishInterval']),
+            maxKeepAge=1800.0,
+            fieldGroupName='dcgm_exporter_{}'.format(os.getpid()),
+            hostname=dcgm_config['dcgmHostName'],
+        )
+        logging.info(
+            'DCGM sample interval: {} per minute'
+            .format(dcgm_config['prometheusPublishInterval']))
+        self.InitConnection()
+        self.InitGauges()
+        signal.signal(signal.SIGUSR1, self.jobID_update_flag)
+        self.InitCounterConfig()
+
+    def InitConnection(self):
+        self.Reconnect()
+
+        prometheus_client.start_http_server(dcgm_config['prometheusPort'])
+        logging.info('Started prometheus client')
+
+        fieldTagList = []
+
+        for fieldId in self.m_publishFields[self.m_updateFreq]:
+            if fieldId in self.m_dcgmIgnoreFields:
+                continue
+            fieldTagList.append(self.m_fieldIdToInfo[fieldId].tag)
+        logging.info('Publishing fields: {}'.format(','.join(fieldTagList)))
+
+    def InitGauges(self):
+        self.m_gauges = {}
+        for fieldId in self.m_publishFields[self.m_updateFreq]:
+            if fieldId in self.m_dcgmIgnoreFields:
+                continue
+
+            self.m_gauges[fieldId] = prometheus_client.Gauge(
+                'dcgm_{}'.format(self.m_fieldIdToInfo[fieldId].tag),
+                DCGM_FIELDS_DESCRIPTION[fieldId],
+                [
+                    'gpu_id',
+                    'gpu_uuid' if dcgm_config['sendUuid'] else 'gpu_bus_id',
+                    'job_id'
+                ],
+            )
+        self.m_gauges['dummy_field'] = prometheus_client.Gauge('dummy_field', 'dummy_field', ['gpu_id', 'gpu_uuid' if dcgm_config['sendUuid'] else 'gpu_bus_id', 'job_id'],)
+        self.m_gauges['nvlink_down_status'] = prometheus_client.Gauge('nvlink_down_status', 'nvlink_down_status', ['gpu_id', 'gpu_uuid' if dcgm_config['sendUuid'] else 'gpu_bus_id', 'job_id'],)
+
+    def InitCounterConfig(self):
+        global dcgm_config
+        fvs = self.m_dcgmGroup.samples.GetAllSinceLastCall(None, self.m_fieldGroup).values
+        for gpuId in fvs.keys():
+            dcgm_config['last_value'][gpuId] = {}
+            for fieldId in self.m_publishFields[self.m_updateFreq]:
+                if fieldId in self.m_dcgmIgnoreFields:
+                    continue
+                dcgm_config['last_value'][gpuId][fieldId] = None
+
+    def CustomDataHandler(self, fvs):
+        global dcgm_config
+        def parse_nvlink_status(output):
+            down_statuses = {}
+            lines = output.splitlines()
+            current_gpu = None
+
+            for line in lines:
+                line = line.strip()
+                if line.startswith('gpuId'):
+                    current_gpu = line.split()[1][:-1]  # Extract the GPU ID
+                    down_statuses[current_gpu] = 0  # Initialize with 0 "D" statuses
+                elif current_gpu is not None:
+                    statuses = line.split()
+                    down_statuses[current_gpu] = sum(1 for status in statuses if status == 'D')
+            return down_statuses
+        cmd = 'sudo dcgmi nvlink -s'
+        nvlink_output = shell_cmd(cmd, 60)
+        nvlink_down_status = parse_nvlink_status(nvlink_output)
+
+        for gpuId in fvs.keys():
+            gpuUuid = self.m_gpuIdToUUId[gpuId]
+            gpuBusId = self.m_gpuIdToBusId[gpuId]
+            gpuUniqueId = gpuUuid if dcgm_config['sendUuid'] else gpuBusId
+
+            gpu_line = [str(gpuId), gpuUniqueId]
+            for fieldId in self.m_publishFields[self.m_updateFreq]:
+                if fieldId in self.m_dcgmIgnoreFields:
+                    continue
+
+                val = fvs[gpuId][fieldId][-1]
+                if val.isBlank:
+                    continue
+
+                dcgm_config['last_value'][gpuId][fieldId] = val
+                self.m_gauges[fieldId].labels(
+                    gpuId,
+                    gpuUniqueId,
+                    dcgm_config['jobId']
+                ).set(val.value)
+                gpu_line.append(str(val.value))
+
+                logging.debug('Sent GPU %d %s : %s=%s', gpuId,
+                              gpuUniqueId, self.m_fieldIdToInfo[fieldId].tag,
+                              str(val.value))
+            logging.debug(','.join(gpu_line))
+            self.m_gauges['dummy_field'].labels(
+                gpuId,
+                gpuUniqueId,
+                dcgm_config['jobId']
+            ).set(1)
+            self.m_gauges['nvlink_down_status'].labels(
+            gpuId,
+            gpuUniqueId,
+            dcgm_config['jobId']
+            ).set(nvlink_down_status[str(gpuId)])
+
+    def jobID_update_flag(self, signum, stack):
+        '''Sets job update flag when user defined signal comes in'''
+        global job_update
+        job_update = True
+
+    def jobID_update(self):
+        '''Updates job id when job update flag has been set'''
+        global job_update
+        job_update = False
+        newJobID = None
+        # get new job id
+        try:
+            with open('/tmp/moneo-worker/curr_jobID') as f:
+                newJobID = f.readline().strip()
+            fvs = self.m_dcgmGroup.samples.GetAllSinceLastCall(None, self.m_fieldGroup).values
+
+            # remove last set of label values
+            for gpuId in fvs.keys():
+                gpuUuid = self.m_gpuIdToUUId[gpuId]
+                gpuBusId = self.m_gpuIdToBusId[gpuId]
+                gpuUniqueId = gpuUuid if dcgm_config['sendUuid'] else gpuBusId
+                for fieldId in self.m_publishFields[self.m_updateFreq]:
+                    if fieldId in self.m_dcgmIgnoreFields:
+                        continue
+                    # remove last set of label values
+                    self.m_gauges[fieldId].remove(gpuId, gpuUniqueId, dcgm_config['jobId'])
+
+                    val = fvs[gpuId][fieldId][-1]
+                    if val.isBlank:
+                        val = dcgm_config['last_value'][gpuId][fieldId]
+                    # update new gauge with new job id label
+                    self.m_gauges[fieldId].labels(
+                        gpuId,
+                        gpuUniqueId,
+                        newJobID
+                    ).set(val.value)
+        except Exception as e:
+            newJobID = dcgm_config['jobId']
+            logging.error(' Job change Raised exception. Message: %s', e)
+
+        # update job id
+        dcgm_config['jobId'] = newJobID
+        logging.debug('Job ID updated to %s', dcgm_config['jobId'])
+
+    def Loop(self):
+        global job_update
+        job_update = False
+        try:
+            while True:
+                if (job_update):
+                    self.jobID_update()
+                self.Process()
+                time.sleep(60 / int(dcgm_config['prometheusPublishInterval']))
+                if dcgm_config['exit']:
+                    logging.info('Received exit signal, shutting down ...')
+                    break
+        except KeyboardInterrupt:
+            pass
+
+
+def get_custom_config():
+    try:
+        with open('/tmp/moneo-worker/moneo_config.json') as f:
+            mon_config = json.load(f)
+
+        sample_per_min = int(mon_config['exporter_config']['gpu_sample_interval'])
+        sample_intervals = [1, 2, 30, 60, 120, 600]
+
+        if sample_per_min not in sample_intervals:
+            mon_config['exporter_config']['gpu_sample_interval'] = 60
+        else:
+            mon_config['exporter_config']['gpu_sample_interval'] = sample_per_min
+
+        if (mon_config['exporter_config']['gpu_profiling']).lower() == "true":
+            mon_config['exporter_config']['gpu_profiling'] = True
+        else:
+            mon_config['exporter_config']['gpu_profiling'] = False
+        return mon_config
+    except Exception:
+        mon_config = {'exporter_config': {'gpu_sample_interval': 60, 'gpu_profiling': False}}
+        return mon_config
+
+
+def init_config():
+    global dcgm_config
+    mon_config = get_custom_config()
+    dcgm_config = {
+        'exit': False,
+        'ignoreList': [],
+        'dcgmHostName': None,
+        'prometheusPort': None,
+        'prometheusPublishInterval': mon_config['exporter_config']['gpu_sample_interval'],
+        'publishFieldIds': None,
+        'profilerMetrics': True,
+        'last_value': {}
+    }
+
+
+def init_signal_handler():
+    def exit_handler(signalnum, frame):
+        dcgm_config['exit'] = True
+    signal.signal(signal.SIGINT, exit_handler)
+    signal.signal(signal.SIGTERM, exit_handler)
+
+
+def parse_dcgm_cli():
+    parser = dcgm_client_cli_parser.create_parser(
+        name='prometheus',
+        field_ids=DCGM_FIELDS,
+        interval=1,
+        publish_port=8000,
+        log_level='INFO',
+    )
+    args = dcgm_client_cli_parser.run_parser(parser)
+    # add profiling metrics if flag enabled
+    if (dcgm_config['profilerMetrics']):
+        args.field_ids.extend(DCGM_PROF_FIELDS)
+    field_ids = dcgm_client_cli_parser.get_field_ids(args)
+    numeric_log_level = dcgm_client_cli_parser.get_log_level(args)
+    filemode = 'w+'
+    if not args.logfile:
+        os.makedirs('/tmp/moneo-worker', exist_ok=True)
+        args.logfile = '/tmp/moneo-worker/moneoExporter.log'
+        filemode = 'a'
+    # Defaults to localhost, so we need to set it to None.
+    if args.embedded:
+        dcgm_config['dcgmHostName'] = None
+    else:
+        dcgm_config['dcgmHostName'] = args.hostname
+    dcgm_config['prometheusPort'] = args.publish_port
+    dcgm_config['publishFieldIds'] = field_ids
+    dcgm_config['sendUuid'] = True
+    dcgm_config['jobId'] = None
+    logging.basicConfig(
+        level=numeric_log_level,
+        filemode=filemode,
+        filename=args.logfile,
+        format='[%(asctime)s] nvidia_exporter-%(levelname)s-%(message)s',
+    )
+
+
+def main():
+    init_config()
+    init_signal_handler()
+    parse_dcgm_cli()
+    try:
+        exporter = DcgmExporter()
+        exporter.Loop()
+        exporter.Shutdown()
+    except Exception as e:
+        logging.error('Raised exception. Message: %s', e)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/src/job-exporter/src/Moneo/src/worker/install/amd.sh b/src/job-exporter/src/Moneo/src/worker/install/amd.sh
new file mode 100644
index 00000000..cc39c286
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/install/amd.sh
@@ -0,0 +1,60 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+set -e
+
+# install dependencies
+source ./$(dirname "${BASH_SOURCE[0]}")/common.sh
+apt-get install -y automake make g++ unzip build-essential autoconf libtool pkg-config libgflags-dev libgtest-dev libc++-dev curl libcap-dev
+
+# install grpc
+export GRPC_ROOT=/opt/grpc
+
+# Check if the directory exists and is not empty
+if [ -d "$GRPC_ROOT" ] && [ "$(ls -A $GRPC_ROOT)" ]; then
+    cd "$GRPC_ROOT"
+    git pull
+else
+    git clone -b v1.61.0 https://github.com/grpc/grpc --depth=1 --shallow-submodules --recurse-submodules "$GRPC_ROOT"
+    cd "$GRPC_ROOT"
+fi
+cmake -B build \
+    -DgRPC_INSTALL=ON \
+    -DgRPC_BUILD_TESTS=OFF \
+    -DBUILD_SHARED_LIBS=ON \
+    -DCMAKE_INSTALL_PREFIX="$GRPC_ROOT" \
+    -DCMAKE_INSTALL_LIBDIR=lib \
+    -DCMAKE_BUILD_TYPE=Release
+make -C build -j $(nproc)
+make -C build install
+echo "$GRPC_ROOT" | sudo tee /etc/ld.so.conf.d/grpc.conf
+
+# install rdc
+export RDC_ROOT=/opt/rdc
+# Check if the directory exists and is not empty
+if [ -d "$RDC_ROOT" ] && [ "$(ls -A $RDC_ROOT)" ]; then
+    cd "$RDC_ROOT"
+    git pull
+else
+    git clone --depth 1 --branch rocm-6.2.2 https://github.com/RadeonOpenCompute/rdc "$RDC_ROOT"
+    cd "$RDC_ROOT"
+fi
+
+git fetch origin amd-staging
+git config user.email "Moneo@local.host"
+git config user.name "Moneo"
+git cherry-pick 660c5afaf49630781c1059ba6d30bae21743c32f
+
+# default installation location is /opt/rocm, specify with -DROCM_DIR or -DCMAKE_INSTALL_PREFIX
+cmake -B build -DGRPC_ROOT="$GRPC_ROOT" -DROCM_DIR="/opt/rocm" -DCMAKE_INSTALL_PREFIX="/opt/rocm"
+make -C build -j $(nproc)
+make -C build install
+
+# Update ldconfig
+export RDC_LIB_DIR=/opt/rocm/lib/rdc
+export GRPC_LIB_DIR=/opt/grpc/lib
+echo -e "${GRPC_LIB_DIR}\n${GRPC_LIB_DIR}64" | sudo tee /etc/ld.so.conf.d/x86_64-librdc_client.conf
+echo -e "${RDC_LIB_DIR}\n${RDC_LIB_DIR}64" | sudo tee -a /etc/ld.so.conf.d/x86_64-librdc_client.conf
+ldconfig
diff --git a/src/job-exporter/src/Moneo/src/worker/install/common.sh b/src/job-exporter/src/Moneo/src/worker/install/common.sh
new file mode 100644
index 00000000..938887b8
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/install/common.sh
@@ -0,0 +1,20 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+set -e
+
+# install dependencies
+# install DCGM
+distro=`awk -F= '/^NAME/{print $2}' /etc/os-release`
+if [[ $distro =~ "Ubuntu" ]]; then
+    apt-get install -y python3-dev
+elif [[ $distro =~ "AlmaLinux" ]]; then
+    yum install -y python3-devel
+else
+	echo "OS version is not supported"
+fi
+
+command -v pip3 >/dev/null 2>&1 || python3 <(curl -s https://bootstrap.pypa.io/get-pip.py)
+python3 -m pip -qqq install prometheus_client psutil filelock
diff --git a/src/job-exporter/src/Moneo/src/worker/install/nvidia.sh b/src/job-exporter/src/Moneo/src/worker/install/nvidia.sh
new file mode 100755
index 00000000..5346bb76
--- /dev/null
+++ b/src/job-exporter/src/Moneo/src/worker/install/nvidia.sh
@@ -0,0 +1,86 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+set -e
+
+# install dependencies
+source $(dirname "${BASH_SOURCE[0]}")/common.sh
+
+
+distro=`awk -F= '/^NAME/{print $2}' /etc/os-release`
+echo $distro
+
+ubuntu_dcgm_install () {
+  		echo "Installing Dcgm"
+		apt-get update \
+    		&& sudo apt-get install -y datacenter-gpu-manager
+		systemctl --now enable nvidia-dcgm
+		systemctl start nvidia-dcgm
+}
+
+alma_dcgm_install () {
+		echo "Installing Dcgm"
+		DCGM_VERSION=2.4.4
+		DCGM_URL=https://azhpcstor.blob.core.windows.net/azhpc-images-store/datacenter-gpu-manager-${DCGM_VERSION}-1-x86_64.rpm
+		wget --retry-connrefused --tries=3 --waitretry=5 $DCGM_URL
+		FILE_NAME=$(basename $DCGM_URL)
+		RLINK=$(readlink -f $FILE_NAME)
+		Check="1d8fbe97797fada8048a7832bfac4bc7d3ad661bb24163d21324965ae7e7817d"
+		checksum=`sha256sum $RLINK | awk '{print $1}'`
+		if [[ $checksum != $Check ]]
+		then
+			echo "*** Error - Checksum verification failed"
+			echo "*** Error - Checksum verification failed" > dcgm_fail.log
+			exit -1
+		fi
+		rpm -i datacenter-gpu-manager-${DCGM_VERSION}-1-x86_64.rpm
+		rm -f datacenter-gpu-manager-${DCGM_VERSION}-1-x86_64.rpm
+		systemctl --now enable nvidia-dcgm
+		systemctl start nvidia-dcgm
+}
+
+check_min_dcgm_ver(){
+	DCGM_VER=`dcgmi --version |grep version | awk -F ': ' '{print $2}'`
+	REQ_VER=$2
+	if [ "$(printf '%s\n' "$REQ_VER" "$DCGM_VER" | sort -V | head -n1)" = "$REQ_VER" ]; then 
+			echo "A suitable version of Dcgm is already installed"
+	else
+			echo "removing old DCGM"
+			# remove old version
+			if [[ $distro =~ "Ubuntu" ]]; then
+				apt -y remove datacenter-gpu-manager
+			elif [[ $distro =~ "AlmaLinux" ]]; then
+				yum -y remove datacenter-gpu-manager
+			fi
+			$1
+	fi
+
+}
+
+
+# install DCGM
+if [[ $distro =~ "Ubuntu" ]]; then
+	dcgm_check=`sudo dpkg-query -l`
+	if [[ $dcgm_check =~ "datacenter-gpu-manager" ]]; then
+		check_min_dcgm_ver ubuntu_dcgm_install "3.1.6"
+	else
+		ubuntu_dcgm_install
+		systemctl --now enable nvidia-dcgm
+		systemctl start nvidia-dcgm
+	fi
+elif [[ $distro =~ "AlmaLinux" ]]; then
+	dcgm_check=`rpm -qa`
+	if [[ $dcgm_check =~ "datacenter-gpu-manager" ]]; then
+		check_min_dcgm_ver alma_dcgm_install "2.4.4"
+	else
+		alma_dcgm_install
+		systemctl --now enable nvidia-dcgm
+		systemctl start nvidia-dcgm
+	fi
+else
+	echo "OS version is not supported"
+fi
+
+exit 0
diff --git a/src/job-exporter/src/amd.py b/src/job-exporter/src/amd.py
index c5e2cd2a..55a92003 100644
--- a/src/job-exporter/src/amd.py
+++ b/src/job-exporter/src/amd.py
@@ -1,7 +1,6 @@
 # Copyright (c) Microsoft Corporation.
 # Licensed under the MIT license.
 
-from dataclasses import dataclass
 import json
 import logging
 import subprocess
@@ -94,7 +93,6 @@ def parse_smi_json_result(smi_output, ecc_errors, pids):
         pci_addr = value["PCI Bus"]
         pid = pids.get(index, []) if pids else []
 
-        res[str(index)] = AMDGpuStatus(gpu_util, gpu_mem_vram_util, pid, ecc_errors[index], str(index),
+        res[str(index)] = AMDGpuStatus(gpu_util, gpu_mem_vram_util, pid, ecc_errors.get(index), str(index),
                            gpu_uuid, gpu_temperature, pci_addr)
-
     return res
\ No newline at end of file
diff --git a/src/job-exporter/src/amd_smi_cmds.py b/src/job-exporter/src/amd_smi_cmds.py
index c57a93b5..2e7f4a6b 100644
--- a/src/job-exporter/src/amd_smi_cmds.py
+++ b/src/job-exporter/src/amd_smi_cmds.py
@@ -1,8 +1,17 @@
-import amdsmi
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import logging
+import platform
 
 LOGGER = logging.getLogger(__name__)
 
+if platform.uname().machine == "x86_64":
+    import amdsmi
+else:
+    LOGGER.warning("AMD SMI does not support arm64, aarch64, or other archs, skipped import")
+
+
 def init_amd_smi():
     try:
         amdsmi.amdsmi_init()
diff --git a/src/job-exporter/src/collector.py b/src/job-exporter/src/collector.py
index b83f0480..bb9acc59 100644
--- a/src/job-exporter/src/collector.py
+++ b/src/job-exporter/src/collector.py
@@ -541,8 +541,12 @@ def convert_amd_gpu_info_to_metrics(gpu_info, zombie_info, pid_to_cid_fn, mem_le
             amd_core_utils.add_metric([minor], info.gpu_util)
             amd_mem_utils.add_metric([minor], info.gpu_mem_util)
             amd_gpu_temp.add_metric([minor], info.temperature)
-            amd_ecc_errors.add_metric([node_name, minor, "single"], info.ecc_errors.single)
-            amd_ecc_errors.add_metric([node_name, minor, "double"], info.ecc_errors.double)
+            # Add ECC errors only if info.ecc_errors exists and has values
+            if hasattr(info, "ecc_errors") and info.ecc_errors:
+                if hasattr(info.ecc_errors, "single") and info.ecc_errors.single is not None:
+                    amd_ecc_errors.add_metric([node_name, minor, "single"], info.ecc_errors.single)
+                if hasattr(info.ecc_errors, "double") and info.ecc_errors.double is not None:
+                    amd_ecc_errors.add_metric([node_name, minor, "double"], info.ecc_errors.double)
 
             # TODO: this piece of code seems not corret, gpu_mem_util is
             # a percentage number but mem_leak_thrashold is memory size. Need to fix it.
diff --git a/src/job-exporter/src/container_stats.py b/src/job-exporter/src/container_stats.py
index fce9715f..d7a58869 100644
--- a/src/job-exporter/src/container_stats.py
+++ b/src/job-exporter/src/container_stats.py
@@ -1,6 +1,7 @@
 #!/usr/bin/env python3
+
 # Copyright (c) Microsoft Corporation.
-# Licensed under the MIT license.
+# Licensed under the MIT License.
 
 import json
 import logging
diff --git a/src/job-exporter/src/container_systemmsg.py b/src/job-exporter/src/container_systemmsg.py
index 13f7a4a6..216fe156 100644
--- a/src/job-exporter/src/container_systemmsg.py
+++ b/src/job-exporter/src/container_systemmsg.py
@@ -1,6 +1,7 @@
 #!/usr/bin/env python3
+
 # Copyright (c) Microsoft Corporation.
-# Licensed under the MIT license.
+# Licensed under the MIT License.
 
 import logging
 import datetime
diff --git a/src/job-exporter/src/main.py b/src/job-exporter/src/main.py
index 6e52d4ab..a0e59a23 100644
--- a/src/job-exporter/src/main.py
+++ b/src/job-exporter/src/main.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python3
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import argparse
 import logging
 import os
diff --git a/src/k8s-job-exit-spec/config/k8s_job_exit_spec.py b/src/k8s-job-exit-spec/config/k8s_job_exit_spec.py
index 3ed88686..80b4a5c6 100644
--- a/src/k8s-job-exit-spec/config/k8s_job_exit_spec.py
+++ b/src/k8s-job-exit-spec/config/k8s_job_exit_spec.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import copy
 
 class K8SJobExitSpec(object):
diff --git a/src/kusto-sdk/README.md b/src/kusto-sdk/README.md
index f5089b0a..ab5551dd 100644
--- a/src/kusto-sdk/README.md
+++ b/src/kusto-sdk/README.md
@@ -47,7 +47,7 @@ Ensure environment variables are set.
 
 ```python
 from ltp_kusto_sdk import NodeStatusClient, NodeActionClient
-from ltp_kusto_sdk.features.node_status.models import NodeStatus # For status enums
+from ltp_storage.data_schema.node_status import NodeStatus # For status enums
 from datetime import datetime, timedelta
 
 status_client = NodeStatusClient()
diff --git a/src/kusto-sdk/ltp_kusto_sdk/__init__.py b/src/kusto-sdk/ltp_kusto_sdk/__init__.py
index 91a9c4df..994802ab 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/__init__.py
+++ b/src/kusto-sdk/ltp_kusto_sdk/__init__.py
@@ -1,9 +1,14 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from .features.node_status.client import NodeStatusClient
-from .features.node_status.models import NodeStatusRecord, NodeStatus
 from .features.node_action.client import NodeActionClient
-from .features.node_action.models import NodeAction
 from .base import KustoBaseClient
 
+# Import data models from ltp_storage (shared package)
+from ltp_storage.data_schema.node_status import NodeStatusRecord, NodeStatus
+from ltp_storage.data_schema.node_action import NodeAction
+
 
 __all__ = ['NodeStatusClient', 'NodeActionClient', 'KustoBaseClient',
-           'NodeStatusRecord', 'NodeStatus', 'NodeActionRecord', 'NodeAction']
+           'NodeStatusRecord', 'NodeStatus', 'NodeAction']
diff --git a/src/kusto-sdk/ltp_kusto_sdk/base.py b/src/kusto-sdk/ltp_kusto_sdk/base.py
index 4e8ec957..d9eade8c 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/base.py
+++ b/src/kusto-sdk/ltp_kusto_sdk/base.py
@@ -1,7 +1,10 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import json
 from typing import Optional, Dict, Any, List
-from ltp_kusto_sdk.utils.kusto_client import KustoManageClient
-import os
+import pandas as pd
+from ltp_kusto_sdk.utils.kusto_client import KustoIngestionClient, KustoManageClient
 
 
 class KustoBaseClient:
@@ -82,3 +85,13 @@ def _insert_record(self, record) -> None:
                     raise RuntimeError(f"Failed to insert record: {result}")
         except Exception as e:
             raise RuntimeError(f"Failed to insert record: {str(e)}")
+    
+    def _ingest_data(self, df: pd.DataFrame) -> None:
+        """
+        Ingest a DataFrame of data into Kusto.
+        
+        Args:
+            df: DataFrame containing data to ingest
+        """
+        ingestion_client = KustoIngestionClient(self.cluster, self.database)
+        ingestion_client.ingest_to_kusto(self.table_name, df)
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/alert/__init__.py b/src/kusto-sdk/ltp_kusto_sdk/features/alert/__init__.py
new file mode 100644
index 00000000..c96c854b
--- /dev/null
+++ b/src/kusto-sdk/ltp_kusto_sdk/features/alert/__init__.py
@@ -0,0 +1,9 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Alert feature for Kusto SDK - read-only queries from Azure Log Analytics."""
+
+from .client import AlertClient
+
+__all__ = ["AlertClient"]
+
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/alert/client.py b/src/kusto-sdk/ltp_kusto_sdk/features/alert/client.py
new file mode 100644
index 00000000..4ade2f70
--- /dev/null
+++ b/src/kusto-sdk/ltp_kusto_sdk/features/alert/client.py
@@ -0,0 +1,102 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Alert client for Kusto SDK - queries existing Azure Log Analytics alerts."""
+
+import os
+from typing import List, Optional, Dict, Any
+from datetime import datetime
+import pandas as pd
+
+from ...base import KustoBaseClient
+from ltp_storage.data_schema.alert_records import AlertParser
+
+import logging
+logger = logging.getLogger(__name__)
+
+# Environment variable names for external alert logs
+ENV_KUSTO_ALERT_CLUSTER = "KUSTO_ALERT_CLUSTER"
+ENV_KUSTO_ALERT_DATABASE = "KUSTO_ALERT_DATABASE"
+
+# Default values
+DEFAULT_KUSTO_ALERT_CLUSTER = "https://ltp-kusto-alerts.westus2.kusto.windows.net"
+DEFAULT_KUSTO_ALERT_DATABASE = "DefaultWorkspace-id-westus2"
+
+
+class AlertClient(KustoBaseClient):
+    """
+    Client for querying alerts from Azure Log Analytics / Kusto.
+    
+    This is a read-only client that queries the existing ContainerLogV2 table
+    for alert-handler logs, maintaining compatibility with the current approach.
+    """
+    
+    def __init__(self):
+        """Initialize with external Kusto alert cluster configuration."""
+        super().__init__(
+            cluster=os.getenv(ENV_KUSTO_ALERT_CLUSTER, DEFAULT_KUSTO_ALERT_CLUSTER),
+            database=os.getenv(ENV_KUSTO_ALERT_DATABASE, DEFAULT_KUSTO_ALERT_DATABASE)
+        )
+    
+    def query_alerts(
+        self,
+        node_name: Optional[str] = None,
+        alertname: Optional[str] = None,
+        severity: Optional[str] = None,
+        start_time: Optional[datetime] = None,
+        end_time: Optional[datetime] = None,
+        endpoint: Optional[str] = None,
+        nodes: Optional[List[str]] = None,
+    ) -> List[Dict[str, Any]]:
+        """
+        Query alert logs from ContainerLogV2 and parse into structured alert records.
+        
+        Args:
+            node_name: Filter by node name (parsed from labels)
+            alertname: Filter by alert name
+            severity: Filter by severity
+            start_time: Filter by start timestamp
+            end_time: Filter by end timestamp
+            endpoint: Cluster/endpoint identifier for parsed records
+            
+        Returns:
+            List of parsed alert records as dictionaries
+        """
+        # TODO: fix bug of NodeFilesystemUsage, NodeGpuCountChanged, NodeUnschedulable and remove them from the query
+        query = (
+            f"ContainerLogV2 "
+            f'| where ContainerName contains "alerthandler" '
+            f'| where LogMessage contains "alert-handler received alerts" and '
+            f'LogMessage !contains "NodeUnschedulable" '
+            f"| where TimeGenerated between(datetime({start_time})..datetime({end_time})) "
+            f"| project TimeGenerated, PodName, LogMessage "
+            f"| sort by TimeGenerated asc")
+        
+        # Add filters if specified (note: these are string contains, not exact matches)
+        if node_name:
+            query += f' | where LogMessage contains "{node_name}"'
+        if alertname:
+            query += f' | where LogMessage contains "Alertname: {alertname}"'
+        if severity:
+            query += f' | where LogMessage contains "Severity: {severity}"'
+        if nodes is not None and len(nodes) > 0:
+            nodes_filter = " or ".join([f'LogMessage contains "{node}"' for node in nodes])
+            query += f' | where {nodes_filter}'
+        logger.info(f"Executing Kusto query to fetch alert logs: {query}")
+        
+        # Execute query and parse results
+        raw_results = self.execute_query(query)
+        
+        if not raw_results:
+            return []
+        
+        alerts = [AlertParser.generate_row(row["LogMessage"]) for row in raw_results]
+        alerts_df = pd.DataFrame(alerts)
+        
+        if nodes is not None:
+            alerts_df = alerts_df[alerts_df["node_name"].isin(nodes)]
+        if alerts_df.empty:
+            logger.info("No alerts found for the specified nodes.")
+            return []
+        alerts_df["timestamp"] = pd.to_datetime(alerts_df["timestamp"], errors="coerce")
+        return alerts_df.to_dict(orient="records")
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/job_react_time/__init__.py b/src/kusto-sdk/ltp_kusto_sdk/features/job_react_time/__init__.py
new file mode 100644
index 00000000..4880afdc
--- /dev/null
+++ b/src/kusto-sdk/ltp_kusto_sdk/features/job_react_time/__init__.py
@@ -0,0 +1,9 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job react time feature for Kusto SDK."""
+
+from .client import JobReactTimeClient
+
+__all__ = ["JobReactTimeClient"]
+
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/job_react_time/client.py b/src/kusto-sdk/ltp_kusto_sdk/features/job_react_time/client.py
new file mode 100644
index 00000000..108fee13
--- /dev/null
+++ b/src/kusto-sdk/ltp_kusto_sdk/features/job_react_time/client.py
@@ -0,0 +1,72 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job react time client for Kusto SDK."""
+
+import os
+import pandas as pd
+from typing import List, Optional, Dict, Any
+from ...base import KustoBaseClient
+
+# Environment variable names
+ENV_KUSTO_CLUSTER = "LTP_KUSTO_CLUSTER_URI"
+ENV_KUSTO_DATABASE = "LTP_KUSTO_DATABASE_NAME"
+ENV_CLUSTER_ID = "CLUSTER_ID"
+ENV_JOB_REACT_TABLE = "KUSTO_REACT_TABLE"
+
+# Default values
+DEFAULT_KUSTO_CLUSTER = "https://your-cluster.kusto.windows.net"
+DEFAULT_KUSTO_DATABASE = "YourDatabase"
+DEFAULT_CLUSTER_ID = "default-cluster"
+DEFAULT_JOB_REACT_TABLE = "JobReactTime"
+
+
+class JobReactTimeClient(KustoBaseClient):
+    """Client for managing job react time records in Kusto."""
+    
+    def __init__(self):
+        """Initialize with environment-based configuration."""
+        super().__init__(
+            cluster=os.getenv(ENV_KUSTO_CLUSTER, DEFAULT_KUSTO_CLUSTER),
+            database=os.getenv(ENV_KUSTO_DATABASE, DEFAULT_KUSTO_DATABASE),
+            table_name=os.getenv(ENV_JOB_REACT_TABLE, DEFAULT_JOB_REACT_TABLE)
+        )
+        self.endpoint = os.getenv(ENV_CLUSTER_ID, DEFAULT_CLUSTER_ID)
+    
+    def query_unknown_react_records(self, retain_time: str = "30d", endpoint: Optional[str] = None) -> List[Dict[str, Any]]:
+        """
+        Query records with missing reactTime within the retention window.
+        
+        Args:
+            retain_time: Retention window (e.g. '30d', '24h')
+            endpoint: Filter by endpoint (cluster ID)
+            
+        Returns:
+            List of react time records with missing react_time
+        """
+        endpoint = endpoint or self.endpoint
+        query = f"""
+        {self.table_name}
+        | where timeGenerated >= ago({retain_time})
+        | where isempty(reactTime)
+        | where not(jobHash == "unknown")
+        | where Endpoint == '{endpoint}'
+        """
+        
+        return self.execute_query(query)
+    
+    def insert_job_react_times_batch(self, records: List[Dict[str, Any]]) -> None:
+        """
+        Insert multiple job react time records in a batch.
+        
+        Interface-compatible method with PostgreSQL SDK - accepts list of dicts.
+        
+        Args:
+            records: List of job react time records as dictionaries
+        """
+        if not records:
+            return
+        
+        # Convert list of dicts to DataFrame for Kusto ingestion
+        df = pd.DataFrame(records)
+        self._ingest_data(df)
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/job_summary/__init__.py b/src/kusto-sdk/ltp_kusto_sdk/features/job_summary/__init__.py
new file mode 100644
index 00000000..8ce33410
--- /dev/null
+++ b/src/kusto-sdk/ltp_kusto_sdk/features/job_summary/__init__.py
@@ -0,0 +1,9 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job summary feature for Kusto SDK."""
+
+from .client import JobSummaryClient
+
+__all__ = ["JobSummaryClient"]
+
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/job_summary/client.py b/src/kusto-sdk/ltp_kusto_sdk/features/job_summary/client.py
new file mode 100644
index 00000000..6049457c
--- /dev/null
+++ b/src/kusto-sdk/ltp_kusto_sdk/features/job_summary/client.py
@@ -0,0 +1,120 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job summary client for Kusto SDK."""
+
+import os
+import pandas as pd
+from typing import List, Optional, Dict, Any
+from datetime import datetime
+from ...base import KustoBaseClient
+
+# Environment variable names
+ENV_KUSTO_CLUSTER = "LTP_KUSTO_CLUSTER_URI"
+ENV_KUSTO_DATABASE = "LTP_KUSTO_DATABASE_NAME"
+ENV_CLUSTER_ID = "CLUSTER_ID"
+ENV_JOB_SUMMARY_TABLE = "KUSTO_METRICS_TABLE"
+
+# Default values
+DEFAULT_KUSTO_CLUSTER = "https://your-cluster.kusto.windows.net"
+DEFAULT_KUSTO_DATABASE = "YourDatabase"
+DEFAULT_CLUSTER_ID = "default-cluster"
+DEFAULT_JOB_SUMMARY_TABLE = "JobSummary"
+
+
+class JobSummaryClient(KustoBaseClient):
+    """Client for managing job summary records in Kusto."""
+    
+    def __init__(self):
+        """Initialize with environment-based configuration."""
+        super().__init__(
+            cluster=os.getenv(ENV_KUSTO_CLUSTER, DEFAULT_KUSTO_CLUSTER),
+            database=os.getenv(ENV_KUSTO_DATABASE, DEFAULT_KUSTO_DATABASE),
+            table_name=os.getenv(ENV_JOB_SUMMARY_TABLE, DEFAULT_JOB_SUMMARY_TABLE)
+        )
+        self.endpoint = os.getenv(ENV_CLUSTER_ID, DEFAULT_CLUSTER_ID)
+    
+    def query_last_completion_time(self, endpoint: Optional[str] = None) -> Optional[datetime]:
+        """
+        Query the last completion time from job summary table.
+        
+        Args:
+            endpoint: Filter by endpoint (cluster ID)
+            
+        Returns:
+            datetime: Last completion time, or None if not found
+        """
+        endpoint = endpoint or self.endpoint
+        query = f"""
+        {self.table_name}
+        | where Endpoint == '{endpoint}'
+        | summarize max_time = max(completionTime)
+        """
+        
+        results = self.execute_query(query)
+        if results and results[0].get('max_time'):
+            return results[0]['max_time']
+        return None
+    
+    def query_unknown_category_records(self, retain_time: str = "30d", endpoint: Optional[str] = None) -> List[Dict[str, Any]]:
+        """
+        Query records with unknown exit category within the retention window.
+        
+        Args:
+            retain_time: Retention window (e.g. '30d', '24h')
+            endpoint: Filter by endpoint (cluster ID)
+            
+        Returns:
+            List of job summary records with unknown category
+        """
+        endpoint = endpoint or self.endpoint
+        query = f"""
+        {self.table_name}
+        | where timeGenerated >= ago({retain_time})
+        | where exitCategory == 'Unknown'
+        | where Endpoint == '{endpoint}'
+        """
+        
+        return self.execute_query(query)
+    
+    def query_job_summaries_by_job_ids(self, job_ids: List[str], endpoint: Optional[str] = None) -> List[Dict[str, Any]]:
+        """
+        Query job summaries for a list of job IDs (latest record for each job).
+        
+        Args:
+            job_ids: List of job IDs to query
+            endpoint: Filter by endpoint (cluster ID)
+            
+        Returns:
+            List of job summary records (latest for each job ID)
+        """
+        if not job_ids:
+            return []
+        
+        endpoint = endpoint or self.endpoint
+        job_ids_str = ', '.join([f'"{job_id}"' for job_id in job_ids])
+        
+        query = f"""
+        {self.table_name}
+        | where jobId in ({job_ids_str})
+        | where Endpoint == '{endpoint}'
+        | summarize arg_max(timeGenerated, *) by jobId
+        """
+        
+        return self.execute_query(query)
+    
+    def insert_job_summaries_batch(self, records: List[Dict[str, Any]]) -> None:
+        """
+        Insert multiple job summary records in a batch.
+        
+        Interface-compatible method with PostgreSQL SDK - accepts list of dicts.
+        
+        Args:
+            records: List of job summary records as dictionaries
+        """
+        if not records:
+            return
+        
+        # Convert list of dicts to DataFrame for Kusto ingestion
+        df = pd.DataFrame(records)
+        self._ingest_data(df)
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/node_action/client.py b/src/kusto-sdk/ltp_kusto_sdk/features/node_action/client.py
index 5bff8a52..206e1a51 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/features/node_action/client.py
+++ b/src/kusto-sdk/ltp_kusto_sdk/features/node_action/client.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 """Node action management client."""
 
 import json
@@ -5,13 +8,12 @@
 from datetime import datetime
 from typing import Optional, Dict, Any, List
 from ...base import KustoBaseClient
-from .models import NodeAction
-from ...utils.time_util import convert_timestamp
+from ltp_storage.data_schema.node_action import NodeAction
+from ltp_storage.utils.time_util import convert_timestamp
 from ...utils.node_util import Node
-from ..node_status.models import NodeStatus
 
 # Constants for environment variables and defaults
-DEFAULT_CLUSTER_ID = "wcu"
+DEFAULT_CLUSTER_ID = "test-cluster"
 DEFAULT_KUSTO_CLUSTER = "https://your-kusto-cluster.kusto.windows.net"
 DEFAULT_KUSTO_DATABASE = "Test"
 DEFAULT_ACTION_TABLE = "NodeActionRecord"
@@ -100,36 +102,6 @@ def create_attribute_table(self) -> None:
         except Exception as e:
             raise RuntimeError(f"Failed to create attribute table: {str(e)}")
 
-    def is_valid_action(self, action: str) -> bool:
-        """
-        Checks if an action is valid and verifies the status transition if applicable.
-        
-        Args:
-            action: The action to validate
-            
-        Returns:
-            bool: True if the action is valid and represents a valid transition
-            
-        Raises:
-            RuntimeError: If there's an error validating the action
-        """
-        try:
-            current_status, target_status = NodeAction.get_before_after_status(
-                action)
-            if current_status is None or target_status is None:
-                return False
-
-            # Verify both statuses are valid
-            if not hasattr(NodeStatus, current_status.upper()) or not hasattr(
-                    NodeStatus, target_status.upper()):
-                return False
-
-            # Check if the transition is valid
-            return NodeStatus.can_transition(current_status, target_status)
-
-        except Exception as e:
-            raise RuntimeError(f"Failed to validate action: {str(e)}")
-
     def update_node_action(self, node: str, action: str, timestamp: str,
                            reason: str, detail: str, category: str) -> None:
         """
@@ -151,7 +123,7 @@ def update_node_action(self, node: str, action: str, timestamp: str,
             timestamp = convert_timestamp(timestamp, "datetime")
 
             # Validate the action
-            if not self.is_valid_action(action):
+            if not NodeAction.is_valid_action(action):
                 raise ValueError(f"Invalid action: {action}")
 
             # Get node ID using Node utility
@@ -208,3 +180,114 @@ def get_latest_node_action(self, node: str) -> Optional[NodeAction]:
             return NodeAction.from_record(results[0]) if results else None
         except Exception as e:
             raise RuntimeError(f"Failed to get latest node action: {str(e)}")
+
+    def get_last_update_time(self) -> Optional[datetime]:
+        """Get the last update time for the node action table"""
+        try:  
+            query = f"""
+            {self.table_name}
+            | where Endpoint == '{self.endpoint}'
+            | summarize arg_max(Timestamp, *) by HostName
+            | top 1 by Timestamp desc
+            """
+            results = self.execute_query(query)
+            return results[0]['Timestamp'] if results else None
+        except Exception as e:
+            raise RuntimeError(f"Failed to get last update time: {str(e)}")
+    
+    def get_latest_action_by_state(
+        self,
+        hostname: str,
+        node_id: str,
+        state: str
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Get the latest action that ends with the specified state for a given hostname and node_id.
+        
+        This method provides compatibility for querying actions that end with a specific state
+        (e.g., "cordoned", "available").
+        
+        Args:
+            hostname: Hostname of the node
+            node_id: Node ID
+            state: The state that the action should end with (e.g., "cordoned", "available")
+            
+        Returns:
+            Dict containing Action and Detail fields, or None if not found
+            
+        Example:
+            >>> client = NodeActionClient()
+            >>> result = client.get_latest_action_by_state("worker-01", "node-001", "cordoned")
+            >>> if result:
+            ...     print(f"Action: {result['Action']}, Detail: {result['Detail']}")
+        """
+        try:
+            query = f"""
+            {self.table_name}
+            | where Action endswith '{state}'
+            | where HostName == '{hostname}' and NodeId == '{node_id}'
+            | top 1 by Timestamp desc
+            """
+            results = self.execute_query(query)
+            if not results or len(results) == 0:
+                return None
+            
+            return NodeAction.from_record(results[0])
+        except Exception as e:
+            raise RuntimeError(f"Failed to get latest action by state: {str(e)}")
+
+    def find_triaged_failure(self, node_name: str, completed_time_ms: int, launched_time_ms: int) -> List[NodeAction]:
+        """
+        Find triaged actions for a node between job launch and completion.
+        
+        Returns actions that occurred after the node was cordoned but before it became available again.
+        
+        Args:
+            node_name: Node hostname
+            completed_time_ms: Job completed time (timestamp in milliseconds)
+            launched_time_ms: Job launched time (timestamp in milliseconds)
+            
+        Returns:
+            List of NodeAction records for triaged actions, or empty list if none found
+        """
+        try:
+            # Get node actions in time range
+            start_time = convert_timestamp(launched_time_ms / 1000, "str")
+            end_time = convert_timestamp(completed_time_ms / 1000, "str")
+            
+            node_actions = self.get_node_actions(node_name, start_time, end_time)
+            
+            # Check if there's available-cordoned action
+            cordoned_timestamp = None
+            for action in node_actions:
+                if action.Action == 'available-cordoned':
+                    cordoned_timestamp = action.Timestamp
+                    print(f"Node {node_name} cordoned at {cordoned_timestamp}, checking for triaged actions")
+                    break
+            
+            if not cordoned_timestamp:
+                return []
+            
+            # Query triaged actions using KQL
+            query = f"""
+            let node_name = '{node_name}';
+            let cordoned_ts = datetime({cordoned_timestamp});
+            let next_available_ts = toscalar(
+                {self.table_name}
+                | where HostName == node_name
+                | where Action endswith '-available' and Action != 'available-cordoned'
+                | where Timestamp > cordoned_ts
+                | summarize min(Timestamp)
+            );
+            {self.table_name}
+            | where HostName == node_name
+            | where Timestamp >= cordoned_ts
+            | where isnull(next_available_ts) or Timestamp <= next_available_ts
+            | where Action in ('cordoned-triaged_platform', 'cordoned-triaged_hardware', 'cordoned-triaged_user', 'cordoned-triaged_unknown')
+            | order by Timestamp asc
+            """
+            
+            results = self.execute_query(query)
+            return [NodeAction.from_record(record) for record in results] if results else []
+        except Exception as e:
+            raise RuntimeError(f"Failed to find triaged actions: {str(e)}")
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/node_status/client.py b/src/kusto-sdk/ltp_kusto_sdk/features/node_status/client.py
index 6062f0ca..c78744ad 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/features/node_status/client.py
+++ b/src/kusto-sdk/ltp_kusto_sdk/features/node_status/client.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 """Node status management client."""
 
 import json
@@ -8,13 +11,12 @@
 import pandas as pd
 
 from ...utils.node_util import Node
-from .models import NodeStatus, NodeStatusRecord, StatusGroup
-from ...utils.time_util import convert_timestamp
+from ltp_storage.data_schema.node_status import NodeStatusRecord, NodeStatus, get_transition_action
+from ltp_storage.utils.time_util import convert_timestamp
 from ...base import KustoBaseClient
-from ...utils.request_util import RequestUtil
 
 # Constants for environment variables and defaults
-DEFAULT_CLUSTER_ID = "wcu"
+DEFAULT_CLUSTER_ID = "test-cluster"
 DEFAULT_KUSTO_CLUSTER = "https://your-kusto-cluster.kusto.windows.net"
 DEFAULT_KUSTO_DATABASE = "Test"
 DEFAULT_STATUS_TABLE = "NodeStatusRecord"
@@ -122,7 +124,7 @@ def update_attribute_table(self) -> None:
 
     def get_transition_action(self, from_status: str, to_status: str) -> str:
         """Returns the action label for a transition from one status to another."""
-        return from_status + '-' + to_status
+        return get_transition_action(from_status, to_status)
 
     def get_status_group(self, status: str) -> str | None:
         """Get the group for a given status"""
@@ -183,7 +185,7 @@ def update_node_status(self, hostname: str, to_status: str,
     def get_nodes_by_status(
             self,
             status: str,
-            as_of_time: Optional[datetime] = None) -> List[Dict[str, Any]]:
+            as_of_time: Optional[datetime] = None) -> List[NodeStatusRecord]:
         """Get all nodes whose latest/current status is exactly the specified status.
         
         Args:
@@ -192,7 +194,7 @@ def get_nodes_by_status(
                                           If not provided, uses current time.
                                           
         Returns:
-            List[Dict[str, Any]]: List of node records whose latest status matches.
+            List[NodeStatusRecord]: List of node records whose latest status matches.
                                 Each record contains Timestamp, HostName, Status, NodeId, and Endpoint.
                                 
         Example:
@@ -222,7 +224,7 @@ def get_nodes_by_status(
             """
 
             results = self.execute_query(query)
-            return results if results else []
+            return [NodeStatusRecord.from_record(result) for result in results] if results else []
 
         except Exception as e:
             raise RuntimeError(f"Failed to get nodes by status: {str(e)}")
diff --git a/src/kusto-sdk/ltp_kusto_sdk/utils/kusto_client.py b/src/kusto-sdk/ltp_kusto_sdk/utils/kusto_client.py
index d7534992..5acdc2c7 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/utils/kusto_client.py
+++ b/src/kusto-sdk/ltp_kusto_sdk/utils/kusto_client.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import time
 from datetime import datetime, timezone
@@ -82,6 +85,27 @@ def table_exists(self, table_name):
         query = f".show tables | where TableName == '{table_name}'"
         result = self.execute_command(query)
         return len(result) > 0 if result else False
+    
+    def create_table(self, table_name, data_class):
+        """Create a Kusto table if it does not exist.
+        Args:
+            table_name (str): The name of the Kusto table to create.
+            data_class: The class defining the schema of the table.
+        """
+        TYPE_MAP = {
+            'str': 'string',
+            'int': 'integer',
+            'float': 'real',
+            'bool': 'boolean',
+            'datetime': 'datetime',
+        }
+        from dataclasses import dataclass, fields
+        columns = ", ".join(
+            f"{field.name}: {TYPE_MAP.get(field.type.__name__)}" for field in fields(data_class) 
+        )
+        query = f".create-merge table {table_name} ({columns})"
+        self.execute_command(query)
+        print(f"Table {table_name} created successfully.")
 
 
 class KustoIngestionClient:
@@ -104,7 +128,7 @@ def __init__(self, cluster, database):
         """
         self.cluster = cluster
         self.database = database
-        self.user_managed_client_id = os.getenv("USER_ASSIGNED_CLIENT_ID",
+        self.user_managed_client_id = os.getenv("KUSTO_USER_ASSIGNED_CLIENT_ID",
                                                 None)
         self.env = os.getenv("ENVIRONMENT", "prod")
         self.kusto_client = self._initialize_kusto_ingest_client(cluster)
@@ -119,7 +143,7 @@ def _initialize_kusto_ingest_client(self, cluster):
                 cluster, client_id=self.user_managed_client_id)
         return QueuedIngestClient(kcsb)
 
-    def ingest_to_kusto(self, database, table_name, df):
+    def ingest_to_kusto(self, table_name, df):
         """
         Ingests the DataFrame into Kusto.
         
@@ -128,7 +152,7 @@ def ingest_to_kusto(self, database, table_name, df):
             table_name: Name of the Kusto table
         """
         ingestion_props = IngestionProperties(
-            database=database,
+            database=self.database,
             table=table_name,
             data_format=DataFormat.CSV,
             report_level=ReportLevel.FailuresAndSuccesses)
diff --git a/src/kusto-sdk/ltp_kusto_sdk/utils/node_util.py b/src/kusto-sdk/ltp_kusto_sdk/utils/node_util.py
index d01abefb..7fdbf794 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/utils/node_util.py
+++ b/src/kusto-sdk/ltp_kusto_sdk/utils/node_util.py
@@ -1,14 +1,22 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 from dataclasses import dataclass
+import time
+
+from azure.identity import DefaultAzureCredential
+from azure.mgmt.compute import ComputeManagementClient
 
-from ltp_kusto_sdk.utils.kusto_client import KustoManageClient
-from ltp_kusto_sdk.utils.time_util import convert_timestamp
+from ltp_kusto_sdk.utils.kusto_client import KustoManageClient, KustoIngestionClient
+from ltp_storage.utils.time_util import convert_timestamp
+import pandas as pd
 
 
 @dataclass
 class VMInfo:
     VMSS: str
-    Hostname: str
+    HostName: str
     RoleInstanceName: str
     InstanceId: str
     VMId: str
@@ -19,7 +27,7 @@ class VMInfo:
     @classmethod
     def from_record(cls, record: dict) -> "VMInfo":
         return cls(VMSS=record.get("VMSS", ""),
-                   Hostname=record.get("Hostname", ""),
+                   HostName=record.get("HostName", ""),
                    RoleInstanceName=record.get("RoleInstanceName", ""),
                    InstanceId=record.get("InstanceId", ""),
                    VMId=record.get("VMId", ""),
@@ -37,46 +45,53 @@ def __init__(self, hostname):
             "https://ltp-kusto.westus2.kusto.windows.net")
         self.database = os.getenv("LTP_KUSTO_DATABASE_NAME", "Test")
         self.kusto_client = KustoManageClient(self.cluster, self.database)
+        self.retry_count = os.getenv("KUSTO_RETRY_COUNT", 3)
+        self.retry_delay = os.getenv("KUSTO_RETRY_DELAY", 10)
+        self.kusto_table = os.getenv("LTP_KUSTO_VM_INFO_TABLE_NAME", "VMInfo")
 
     def query_vm_info_of_hostname_in_kusto(self):
-        hostname = self.hostname
-        if isinstance(hostname, list):
-            hostnames = ', '.join([f"'{h}'" for h in hostname])
-            query = f"""
-                VMInstances | where Hostname in~ ({hostnames})
+        try:
+            hostname = self.hostname
+            if isinstance(hostname, list):
+                hostnames = ', '.join([f"'{h}'" for h in hostname])
+                query = f"""
+                    {self.kusto_table} | where HostName in~ ({hostnames})
+                    """
+                response = self.kusto_client.execute_command(query)
+                if len(response) != len(hostname):
+                    print(f"ERROR: Not all VM info found for HostNames {hostname}")
+                    return ''
+                else:
+                    return [VMInfo.from_record(record) for record in response]
+            elif isinstance(hostname, str):
+                query = f"""
+                {self.kusto_table} | where HostName == '{hostname}'
                 """
-            response = self.kusto_client.execute_command(query)
-            if len(response) != len(hostname):
-                print(f"ERROR: Not all VM info found for hostnames {hostname}")
-                return ''
-            else:
-                return [VMInfo.from_record(record) for record in response]
-        elif isinstance(hostname, str):
-            query = f"""
-            VMInstances | where Hostname == '{hostname}'
-            """
-            response = self.kusto_client.execute_command(query)
-            if len(response) == 0:
-                print(f"ERROR: No VM info found for hostname {hostname}")
-                return ''
-            else:
-                return VMInfo.from_record(response[0])
+                response = self.kusto_client.execute_command(query)
+                if len(response) == 0:
+                    print(f"ERROR: No VM info found for HostName {hostname}")
+                    return ''
+                else:
+                    return VMInfo.from_record(response[0])
+        except Exception as e:
+            print(f"ERROR: Exception occurred while querying VM info for hostname {self.hostname}: {str(e)}")
+            return None
 
     def get_node_id_by_vm_id(self, subscription_id, vm_id, end_time,
                              time_offset):
         nodeId = {}
-        cluster = "https://azurecm.kusto.windows.net"
-        database = "AzureCM"
+        cluster = "https://azcore.centralus.kusto.windows.net"
+        database = "AzureCP"
         # format the end_time into 2025-03-27T23:05:00Z
         end_time_dt = convert_timestamp(end_time, format="str")
         # get the nodeId record since end_time offset time_offset
         query = f"""
-        LogContainerSnapshot
+        MycroftContainerSnapshot 
         | where TIMESTAMP between(datetime({end_time_dt}) - {time_offset} .. datetime({end_time_dt}))
-        | where subscriptionId == "{subscription_id}"
-        | where virtualMachineUniqueId in~ ("{vm_id}")
-        | summarize arg_max(TIMESTAMP, *) by nodeId
-        | project TIMESTAMP, nodeId, virtualMachineUniqueId, roleInstanceName
+        | where SubscriptionId == "{subscription_id}"
+        | where VirtualMachineUniqueId in~ ("{vm_id}")
+        | summarize arg_max(TIMESTAMP, *) by NodeId
+        | project TIMESTAMP, NodeId, VirtualMachineUniqueId, RoleInstanceName
         | sort by TIMESTAMP asc
         """
         kusto_client = KustoManageClient(cluster, database)
@@ -87,31 +102,170 @@ def get_node_id_by_vm_id(self, subscription_id, vm_id, end_time,
                 f"ERROR: No nodeId found for vm_id {vm_id} on time {end_time} with offset {time_offset}"
             )
         elif len(response) == 1:
-            # print(f"INFO: Found nodeId {response[0]['nodeId']} for hostname {hostname} on time {end_time} with offset {time_offset}")
-            nodeId[response[0]["nodeId"]] = response[0]["TIMESTAMP"]
+            nodeId[response[0]["NodeId"]] = response[0]["TIMESTAMP"]
         else:
 
             # Print all nodeIds
             for row in response:
-                nodeId[row["nodeId"]] = row["TIMESTAMP"]
+                nodeId[row["NodeId"]] = row["TIMESTAMP"]
         return nodeId
 
     def get_vm_node_id_by_hostname(self,
-                                   current_time_stamp,
-                                   time_offset="24h"):
-        # get the vm_id from the hostname
-        vm_info = self.query_vm_info_of_hostname_in_kusto()
-        if vm_info is None or vm_info == '':
-            return ''
+                                    current_time_stamp,
+                                    time_offset="24h"):
+        """
+        Get VM node ID by hostname with retry mechanism.
+        
+        Args:
+            current_time_stamp: Current timestamp
+            time_offset: Time offset for query (default: "24h")
+            
+        Returns:
+            str: Node ID if found, empty string otherwise
+        """
+        retry_count = 0
+        last_exception = None
+        
+        while retry_count < self.retry_count:
+            try:
+                # get the vm_id from the HostName
+                vm_info = self.query_vm_info_of_hostname_in_kusto()
+                if vm_info is None or vm_info == '':
+                    ComputeClient().update_vm_info()
+                    vm_info = self.query_vm_info_of_hostname_in_kusto()
+                    if vm_info is None or vm_info == '':
+                        print(f"ERROR: No VM info found for hostname {self.hostname} after updating VM info.")
+                        return ''
+                vm_id = vm_info.VMId
+                # get the nodeId from the vm_id
+                nodeId = self.get_node_id_by_vm_id(
+                    subscription_id=vm_info.SubscriptionId,
+                    vm_id=vm_id,
+                    end_time=current_time_stamp,
+                    time_offset=time_offset,
+                )  
+                # get the last nodeId
+                nodeIds = sorted(nodeId.items(), key=lambda x: x[1], reverse=True)
+                result = nodeIds[0][0] if len(nodeIds) > 0 else ''
+
+                return result
+                
+            except Exception as e:
+                last_exception = e
+                retry_count += 1
+                
+                if retry_count < self.retry_count:
+                    print(f"ERROR: Exception occurred while getting node ID for hostname {self.hostname}: {str(e)}")
+                    print(f"Retrying {retry_count + 1}/{self.retry_count} in {self.retry_delay} seconds...")
+                    time.sleep(self.retry_delay)
+                else:
+                    print(f"ERROR: Failed to get node ID for hostname {self.hostname} after {self.retry_count} retries. Last exception: {str(e)}")
+                    raise last_exception
+                
+        return ''
+    
+
+class ComputeClient:
+    def __init__(self):
+        self.azure_client_id = os.getenv("AZURE_CLIENT_ID")
+        self.ltp_vmss_ids = os.getenv("LTP_VMSS_IDS", None)
+        self.kusto_cluster = os.getenv("LTP_KUSTO_CLUSTER_URI", "")
+        self.kusto_database = os.getenv("LTP_KUSTO_DATABASE_NAME", "")
+        self.kusto_table = os.getenv("LTP_KUSTO_VM_INFO_TABLE_NAME", "VMInfo")
+
+    def initialize_compute_client(self, subscription_id):
+        from azure.identity import DefaultAzureCredential
+        credential = None
+        if os.getenv("ENVIRONMENT", "prod") == "prod":
+            credential = DefaultAzureCredential(managed_identity_client_id=self.azure_client_id)
         else:
-            vm_id = vm_info.VMId
-            # get the nodeId from the vm_id
-            nodeId = self.get_node_id_by_vm_id(
-                subscription_id=vm_info.SubscriptionId,
-                vm_id=vm_id,
-                end_time=current_time_stamp,
-                time_offset=time_offset,
-            )
-            # get the last nodeId
-            nodeIds = sorted(nodeId.items(), key=lambda x: x[1], reverse=True)
-            return nodeIds[0][0] if len(nodeIds) > 0 else ''
+            credential = DefaultAzureCredential()
+        return ComputeManagementClient(credential, subscription_id)
+    
+    def parse_vmss_id(self, vmss_id):
+        parts = vmss_id.strip().split("/")
+        try:
+            subscription_id = parts[parts.index("subscriptions") + 1]
+            resource_group_name = parts[parts.index("resourceGroups") + 1]
+            vmss_name = parts[parts.index("virtualMachineScaleSets") + 1]
+        except (ValueError, IndexError):
+            print(f"Invalid VMSS resource id: {vmss_id}")
+            return None, None, None
+        return subscription_id, resource_group_name, vmss_name
+    
+    def get_vm_info_of_vmss(self, vmss_id):
+        """Get VM info of a VMSS"""
+        subscription_id, resource_group_name, vmss_name = self.parse_vmss_id(vmss_id)
+        if not subscription_id or not resource_group_name or not vmss_name:
+            print(f"Invalid VMSS resource id: {vmss_id}")
+            return []
+        
+        compute_client = self.initialize_compute_client(subscription_id)
+        vm_list = []
+        for vm in compute_client.virtual_machine_scale_set_vms.list(
+            resource_group_name=resource_group_name,
+            virtual_machine_scale_set_name=vmss_name,
+            expand="instanceView",
+        ):
+            hostname = vm.os_profile.computer_name.lower()
+            role_instance_name = vm.name 
+            vm_id = vm.vm_id
+            vm_size = vm.hardware_profile.vm_size    
+            
+            record = {
+                'VMSS': vmss_name,
+                'HostName': hostname,
+                'RoleInstanceName': role_instance_name,
+                'InstanceId': vm.instance_id,
+                'VMId': vm_id,
+                'SubscriptionId': subscription_id,
+                'ResourceGroupName': resource_group_name,
+                'VMSize': vm_size,
+            }
+
+            vm_list.append(record)
+        return vm_list
+
+    def update_vm_info(self) -> None:
+        """Ingest VM info into Kusto table""" 
+        kusto_client = KustoManageClient(self.kusto_cluster, self.kusto_database)
+        ingestion_client = KustoIngestionClient(self.kusto_cluster, self.kusto_database)
+        # Check if the table exists, if not create it
+        if not kusto_client.table_exists(self.kusto_table):
+            print(f"Creating table {self.kusto_table} in Kusto database {self.kusto_database}")
+            kusto_client.create_table(self.kusto_table, VMInfo)      
+        df = pd.DataFrame(columns=['VMSS', 'HostName', 'RoleInstanceName', 'VMId', 'SubscriptionId', 'ResourceGroupName', 'VMSize', 'InstanceId'])
+        # Iterate through each VMSS ID and get VM info
+        if not self.ltp_vmss_ids:
+            print("No VMSS IDs provided in environment variable LTP_VMSS_IDS.")
+            return
+        for vmss_id in self.ltp_vmss_ids.split(','):
+            vmss_id = vmss_id.strip()
+            if not vmss_id:
+                continue
+            print(f"Processing VMSS: {vmss_id}")
+            # Get VM info of the VMSS
+            vm_list = self.get_vm_info_of_vmss(vmss_id)
+            if not vm_list or len(vm_list) == 0:
+                print(f"No VMs found in VMSS: {vmss_id}")
+                continue
+            df = pd.DataFrame(vm_list)
+            subscription_id, resource_group_name, vmss_name = self.parse_vmss_id(vmss_id)
+            query = f"{self.kusto_table} | where VMSS == '{vmss_name}' and SubscriptionId == '{subscription_id}'"
+            data = kusto_client.execute_command(query)
+            existing_df = pd.DataFrame(data)
+            remaining_df = pd.DataFrame()
+            if len(existing_df) == 0:
+                print("No existing VMs found in Kusto.")
+                remaining_df = df
+            else:
+                print("Existing VMs found in Kusto.")
+                # Find the remaining VMs that are not in the existing DataFrame
+                remaining_df = df[~df['VMId'].isin(existing_df['VMId'])]
+            if remaining_df.empty:
+                print(f"VM not found in vmss_id: {vmss_id}")
+                continue
+            print(f"Remaining VMs to ingest in {vmss_id}: {remaining_df['HostName'].to_list()}")
+            ingestion_client.ingest_to_kusto(self.kusto_table, remaining_df)
+            print(f"Successfully ingested {len(remaining_df)} VMs from VMSS {vmss_name} into Kusto table {self.kusto_table}.")
+        
\ No newline at end of file
diff --git a/src/kusto-sdk/setup.py b/src/kusto-sdk/setup.py
index ed1bb99e..ab181dc8 100644
--- a/src/kusto-sdk/setup.py
+++ b/src/kusto-sdk/setup.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from setuptools import setup, find_packages
 
 setup(
@@ -6,8 +9,11 @@
     packages=find_packages(),
     package_dir={"ltp_kusto_sdk": "ltp_kusto_sdk"},
     install_requires=[
+        "ltp-storage-common",  # Shared data schemas and interfaces
         "azure-kusto-data>=0.0.45",
         "azure-kusto-ingest>=0.0.45",
+        "azure-identity>=1.5.0",
+        "azure-mgmt-compute",
         "pandas>=1.0.0",
         "requests>=2.25.0",
         "joblib>=1.0.0",
diff --git a/src/kusto-sdk/tests/test_node_action_client.py b/src/kusto-sdk/tests/test_node_action_client.py
index d776e3e4..5629bb8c 100644
--- a/src/kusto-sdk/tests/test_node_action_client.py
+++ b/src/kusto-sdk/tests/test_node_action_client.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import pytest
 import os
 from datetime import datetime, timedelta
@@ -6,8 +9,8 @@
 
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
-from ltp_kusto_sdk.features.node_action.client import NodeActionClient
-from ltp_kusto_sdk.features.node_action.models import NodeAction
+from ltp_storage.data_schema.node_action import NodeActionClient
+from ltp_storage.data_schema.node_action import NodeAction
 from ltp_kusto_sdk.utils.node_util import Node
 
 # Test constants
diff --git a/src/kusto-sdk/tests/test_node_action_models.py b/src/kusto-sdk/tests/test_node_action_models.py
index 6e03a6c7..ff0622ec 100644
--- a/src/kusto-sdk/tests/test_node_action_models.py
+++ b/src/kusto-sdk/tests/test_node_action_models.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import pytest
 from datetime import datetime
 from unittest.mock import Mock, patch
@@ -6,7 +9,7 @@
 
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
-from ltp_kusto_sdk.features.node_action.models import NodeAction
+from ltp_storage.data_schema.node_action import NodeAction
 
 TEST_ENDPOINT = "test-wcu"
 
diff --git a/src/kusto-sdk/tests/test_node_action_recorder_integration.py b/src/kusto-sdk/tests/test_node_action_recorder_integration.py
index 9f911f0e..561f67d1 100644
--- a/src/kusto-sdk/tests/test_node_action_recorder_integration.py
+++ b/src/kusto-sdk/tests/test_node_action_recorder_integration.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import sys
 import pytest
@@ -7,19 +10,9 @@
 # Set up Python path for imports
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
-from ltp_kusto_sdk.features.node_action.client import NodeActionClient
-from ltp_kusto_sdk.features.node_action.models import NodeAction
-from ltp_kusto_sdk.utils.time_util import convert_timestamp
-
-# Test environment configuration
-os.environ["CLUSTER_ID"] = "test-wcu"
-os.environ[
-    "LTP_KUSTO_CLUSTER_URI"] = "https://luciatrainingplatform.westcentralus.kusto.windows.net"
-os.environ["LTP_KUSTO_DATABASE_NAME"] = "Test"
-os.environ["KUSTO_NODE_ACTION_TABLE_NAME"] = "TestNodeActionRecord"
-os.environ[
-    "KUSTO_NODE_ACTION_ATTRIBUTE_TABLE_NAME"] = "TestNodeActionAttributes"
-os.environ["ENVIRONMENT"] = "dev"
+from ltp_storage.data_schema.node_action import NodeActionClient
+from ltp_storage.data_schema.node_action import NodeAction
+from ltp_storage.utils.time_util import convert_timestamp
 
 
 @pytest.fixture(scope="session")
diff --git a/src/kusto-sdk/tests/test_node_status_client.py b/src/kusto-sdk/tests/test_node_status_client.py
index e84aaaec..39756cc3 100644
--- a/src/kusto-sdk/tests/test_node_status_client.py
+++ b/src/kusto-sdk/tests/test_node_status_client.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import pytest
 import os
 from datetime import datetime
@@ -7,7 +10,7 @@
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
 from ltp_kusto_sdk.features.node_status.client import NodeStatusClient
-from ltp_kusto_sdk.features.node_status.models import NodeStatus, NodeStatusRecord
+from ltp_storage.data_schema.node_status import NodeStatus, NodeStatusRecord
 from ltp_kusto_sdk.utils.node_util import Node
 from ltp_kusto_sdk.utils.kusto_client import KustoManageClient
 
@@ -229,5 +232,5 @@ def test_update_node_status_invalid_transition(self, client,
 
         # Attempt invalid transition
         with pytest.raises(ValueError) as exc_info:
-            client.update_node_status(test_node, NodeStatus.TRIAGED_HW.value,
+            client.update_node_status(test_node, NodeStatus.TRIAGED_HARDWARE.value,
                                       timestamp.timestamp())
diff --git a/src/kusto-sdk/tests/test_node_status_integration.py b/src/kusto-sdk/tests/test_node_status_integration.py
index f292c50b..059908a5 100644
--- a/src/kusto-sdk/tests/test_node_status_integration.py
+++ b/src/kusto-sdk/tests/test_node_status_integration.py
@@ -1,8 +1,11 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import pytest
 from datetime import datetime, timedelta
 from ltp_kusto_sdk.features.node_status.client import NodeStatusClient
-from ltp_kusto_sdk.features.node_status.models import NodeStatus
+from ltp_storage.data_schema.node_status import NodeStatus
 
 
 @pytest.fixture
diff --git a/src/kusto-sdk/tests/test_node_status_models.py b/src/kusto-sdk/tests/test_node_status_models.py
index c3161c86..06985369 100644
--- a/src/kusto-sdk/tests/test_node_status_models.py
+++ b/src/kusto-sdk/tests/test_node_status_models.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import pytest
 from datetime import datetime
 from unittest.mock import Mock, patch
@@ -44,7 +47,7 @@ def test_update_valid_transition(self, sample_node_record):
     def test_update_invalid_transition(self, sample_node_record):
         with patch.object(NodeStatus, 'can_transition', return_value=False):
             with pytest.raises(ValueError) as exc_info:
-                sample_node_record.update(NodeStatus.TRIAGED_HW.value)
+                sample_node_record.update(NodeStatus.TRIAGED_HARDWARE.value)
             assert "Invalid transition" in str(exc_info.value)
 
 
@@ -61,5 +64,5 @@ def test_can_transition(self):
                                          NodeStatus.CORDONED.value)
 
     def test_get_group(self):
-        group = NodeStatus.get_group(NodeStatus.TRIAGED_HW.value)
+        group = NodeStatus.get_group(NodeStatus.TRIAGED_HARDWARE.value)
         assert group == StatusGroup.TRIAGED
diff --git a/src/kusto-sdk/tests/test_node_status_recorder_integration.py b/src/kusto-sdk/tests/test_node_status_recorder_integration.py
index 677787ea..e0b90aeb 100644
--- a/src/kusto-sdk/tests/test_node_status_recorder_integration.py
+++ b/src/kusto-sdk/tests/test_node_status_recorder_integration.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import os
 import sys
 from unittest.mock import patch
@@ -9,19 +12,9 @@
 sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
 
 from ltp_kusto_sdk.features.node_status.client import NodeStatusClient
-from ltp_kusto_sdk.features.node_status.models import NodeStatusRecord, NodeStatus
+from ltp_storage.data_schema.node_status import NodeStatusRecord, NodeStatus
 from ltp_kusto_sdk.utils.kusto_client import KustoManageClient
-from ltp_kusto_sdk.utils.time_util import convert_timestamp
-
-# Test environment configuration
-os.environ["CLUSTER_ID"] = "test-wcu"
-os.environ[
-    "LTP_KUSTO_CLUSTER_URI"] = "https://luciatrainingplatform.westcentralus.kusto.windows.net"
-os.environ["LTP_KUSTO_DATABASE_NAME"] = "Test"
-os.environ["KUSTO_NODE_STATUS_TABLE_NAME"] = "TestNodeStatusRecord"
-os.environ[
-    "KUSTO_NODE_STATUS_ATTRIBUTES_TABLE_NAME"] = "TestNodeStatusAttributes"
-os.environ["ENVIRONMENT"] = "dev"
+from ltp_storage.utils.time_util import convert_timestamp
 
 
 @pytest.fixture(scope="session")
@@ -125,7 +118,7 @@ def test_status_history(self, recorder, test_node_status):
         # Create a sequence of valid status transitions
         transitions = [
             NodeStatus.CORDONED.value,
-            NodeStatus.TRIAGED_HW.value,
+            NodeStatus.TRIAGED_HARDWARE.value,
         ]
 
         timestamps = [
diff --git a/src/log-manager/build/log-manager-cleaner.k8s.dockerfile b/src/log-manager/build/log-manager-cleaner.k8s.dockerfile
index 656ee3be..b2c26354 100644
--- a/src/log-manager/build/log-manager-cleaner.k8s.dockerfile
+++ b/src/log-manager/build/log-manager-cleaner.k8s.dockerfile
@@ -19,6 +19,8 @@ FROM alpine:3.21.3
 
 # install dev tools
 RUN apk update && apk add --no-cache tini bash findutils rsync
+RUN apk upgrade --no-cache
+
 COPY src/cleaner/ /usr/bin/cleaner/
 ENTRYPOINT ["/sbin/tini","--","/usr/bin/cleaner/entrypoint.sh"]
 
diff --git a/src/log-manager/build/log-manager-nginx.k8s.dockerfile b/src/log-manager/build/log-manager-nginx.k8s.dockerfile
index 12fc7c36..6d2e8340 100644
--- a/src/log-manager/build/log-manager-nginx.k8s.dockerfile
+++ b/src/log-manager/build/log-manager-nginx.k8s.dockerfile
@@ -15,12 +15,18 @@
 # DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-FROM openresty/openresty:1.27.1.1-0-alpine-fat
+FROM openresty/openresty:1.25.3.2-jammy
 
-RUN apk update && apk upgrade curl libcurl
-
-RUN luarocks install lua-cjson && luarocks install lua-resty-jwt && \
-  luarocks install luafilesystem && luarocks install lua-path
+RUN apt-get update && \
+    DEBIAN_FRONTEND=noninteractive apt-get upgrade -y && \
+    apt-get install -y systemd && \
+    # LuaRocks modules you need
+    luarocks install lua-cjson && \
+    luarocks install lua-resty-jwt && \
+    luarocks install luafilesystem && \
+    luarocks install lua-path && \
+    # clean apt cache to keep image slim
+    apt-get clean && rm -rf /var/lib/apt/lists/*
 
 COPY src/nginx/nginx.conf.default /etc/nginx/conf.d/default.conf
 COPY src/nginx/nginx.conf /usr/local/openresty/nginx/conf/nginx.conf
diff --git a/src/log-manager/config/log_manager.py b/src/log-manager/config/log_manager.py
index 60234292..4f2e46f8 100644
--- a/src/log-manager/config/log_manager.py
+++ b/src/log-manager/config/log_manager.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import copy
 
 class LogManager(object):
diff --git a/src/log-manager/deploy/log-manager.yaml.template b/src/log-manager/deploy/log-manager.yaml.template
index 21f4c1e3..8ae88ded 100644
--- a/src/log-manager/deploy/log-manager.yaml.template
+++ b/src/log-manager/deploy/log-manager.yaml.template
@@ -70,6 +70,9 @@ spec:
         volumeMounts:
         - name: pai-log
           mountPath: /usr/local/pai/logs
+        - name: system-log
+          mountPath: /usr/local/node/log
+          readOnly: true
         {%- if cluster_cfg['log-manager']['remote_storage_pvc'] %}
         - name: log-manager-remote-storage
           mountPath: /usr/local/pai/remotelogs
@@ -108,6 +111,9 @@ spec:
         - name: pai-log
           hostPath:
             path: /var/log/pai
+        - name: system-log
+          hostPath:
+            path: /var/log
         {%- if cluster_cfg['log-manager']['remote_storage_pvc'] %}
         - name: log-manager-remote-storage
           persistentVolumeClaim:
diff --git a/src/log-manager/src/nginx/get_log_content.lua b/src/log-manager/src/nginx/get_log_content.lua
index c1ad8f55..99f1a9c9 100644
--- a/src/log-manager/src/nginx/get_log_content.lua
+++ b/src/log-manager/src/nginx/get_log_content.lua
@@ -70,12 +70,12 @@ end
 
 local log_path = log_dir..log_name
 local use_remote_log_dir = false
-if path.isdir(log_path) and util.is_directory_empty(log_path) then
+if path.isdir(log_path) and util.is_directory_empty(log_path) and remote_log_dir then
   ngx.log(ngx.INFO, "falling back to remote log directory")
   log_path = remote_log_dir..log_name
   log_dir = remote_log_dir
   use_remote_log_dir = true
-elseif not path.exists(log_path) then
+elseif not path.exists(log_path) and remote_log_dir then
   ngx.log(ngx.INFO, "path not exist, falling back to remote log directory")
   log_path = remote_log_dir..log_name
   log_dir = remote_log_dir
@@ -120,3 +120,4 @@ else
   ngx.req.set_uri("/~/current/"..string.sub(path.abspath(log_path), string.len(file_prefix) + 1), true)
 end
 
+
diff --git a/src/log-manager/src/nginx/get_node_log_content.lua b/src/log-manager/src/nginx/get_node_log_content.lua
new file mode 100644
index 00000000..0bc88004
--- /dev/null
+++ b/src/log-manager/src/nginx/get_node_log_content.lua
@@ -0,0 +1,456 @@
+-- Copyright (c) Microsoft Corporation
+-- All rights reserved.
+-- MIT License
+-- Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+-- documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+-- the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+-- to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+-- The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+-- THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+-- BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+-- NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+-- DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+-- OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+--[[
+Node Log Content API with Time Filtering
+ - GET /api/v1/node-logs/{filename} - Get system log content
+=======================================
+
+This API endpoint allows fetching system logs with time-based filtering.
+It supports extracting timestamps from various log formats using either 
+built-in format detection or custom regex patterns.
+
+Query Parameters:
+----------------
+- token: Authentication token
+- node: Node name/ID
+- tail-mode: If "true", return the last N lines of the log
+- lines: Number of lines to return in tail mode (default: 10000)
+- start: Start byte position (default: 0)
+- end: End byte position (optional)
+
+New Time Filtering Parameters:
+----------------------------
+- start-time: Filter logs after this time (format: "YYYY-MM-DD HH:MM:SS")
+- end-time: Filter logs before this time (format: "YYYY-MM-DD HH:MM:SS")
+- timestamp-regex: Custom regex to extract timestamps from log lines
+
+Custom Timestamp Regex Format:
+------------------
+The timestamp-regex should use named capture groups to extract timestamp components.
+Either provide all components:
+  (?<year>\d{4})-(?<month>\d{2})-(?<day>\d{2})T(?<hour>\d{2}):(?<min>\d{2}):(?<sec>\d{2})
+
+Or a single timestamp capture:
+  (?<timestamp>\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2})
+
+If no custom regex is provided, common timestamp formats are automatically detected.
+
+Custom Log Regex:
+------------------
+- log-regex: Optional regex to filter log lines based on content
+- If provided, only lines matching this regex will be included in the output.
+
+Example Usage:
+------------
+/api/v1/node-logs/syslog?token=XXX&node=node1&start-time=2025-07-07 00:00:00&end-time=2025-07-07 12:00:00
+/api/v1/node-logs/journal-kubelet.service?token=XXX&node=node1&start-time=2025-07-07 00:00:00&end-time=2025-07-07 12:00:00
+
+]]--
+
+local lfs = require "lfs"
+local util = require "util"
+
+-- Use the allowed_logs and is_allowed_log function from util.lua
+
+local args = ngx.req.get_uri_args()
+local token = args["token"]
+local node_name = args["node"] 
+local tail_mode = args["tail-mode"]
+local lines = tonumber(args["lines"]) or 10000
+local start_byte = tonumber(args["start"]) or 0
+local end_byte = tonumber(args["end"])
+
+-- New filtering parameters
+local start_time = args["start-time"] -- Format: YYYY-MM-DD HH:MM:SS
+local end_time = args["end-time"]     -- Format: YYYY-MM-DD HH:MM:SS
+local timestamp_regex = args["timestamp-regex"] -- Regex pattern to extract timestamp from log lines
+local log_regex = args["log-regex"] -- Optional regex to filter log lines
+
+-- Extract log filename from URI
+local log_filename = ngx.var[1]  -- Captured from regex in location block
+
+if not token or not log_filename then
+  ngx.log(ngx.ERR, "token and log filename are required")
+  ngx.status = ngx.HTTP_BAD_REQUEST
+  return ngx.exit(ngx.HTTP_OK)
+end
+
+-- Security check: only allow predefined log files
+if not util.is_allowed_log(log_filename) then
+  ngx.log(ngx.ERR, "access to log file not allowed: " .. log_filename)
+  ngx.status = ngx.HTTP_FORBIDDEN
+  return ngx.exit(ngx.HTTP_OK)
+end
+
+local log_path = ""
+
+-- Check if this is a systemd journal log
+local is_journal = util.is_journal_log(log_filename)
+
+if is_journal then
+  -- For journal logs, we'll use journalctl command with custom path instead of direct file access
+  local journal_path = util.get_journal_path()
+  local can_access = util.can_access_journal(journal_path)
+  
+  ngx.log(ngx.INFO, "Journal log requested, will use journalctl with path: " .. journal_path)
+  ngx.log(ngx.INFO, "Journal path accessible: " .. tostring(can_access))
+  
+  -- Set appropriate headers
+  ngx.header["Content-Type"] = "text/plain"
+  ngx.header["X-Node-Name"] = node_name or "unknown"
+  ngx.header["X-Log-File"] = "journal"
+  ngx.header["X-Journal-Path"] = journal_path
+  
+  -- Handle journal logs with journalctl
+  local journalctl_cmd = "journalctl"
+  
+  -- Only add directory option if we can access the journal there
+  if can_access then
+    journalctl_cmd = journalctl_cmd .. " --directory=" .. journal_path
+  else
+    ngx.log(ngx.WARN, "Cannot access journal at " .. journal_path .. ", using system default")
+  end
+  
+  -- Add filtering parameters
+  if start_time then
+    journalctl_cmd = journalctl_cmd .. " --since=\"" .. start_time .. "\""
+  end
+  if end_time then
+    journalctl_cmd = journalctl_cmd .. " --until=\"" .. end_time .. "\""
+  end
+  
+  -- Add specific unit/service filtering if specified in the log filename
+  local unit_match = string.match(log_filename, "^journal%-(.+)$")
+  if unit_match then
+    journalctl_cmd = journalctl_cmd .. " -u " .. unit_match
+  end
+  
+  -- Add lines limit if in tail mode
+  if tail_mode == "true" then
+    journalctl_cmd = journalctl_cmd .. " -n " .. lines
+  end
+  
+  -- Add output formatting - plain text with full timestamps
+  journalctl_cmd = journalctl_cmd .. " -o short-full"
+  
+  -- Add fallback options in case journalctl fails
+  journalctl_cmd = journalctl_cmd .. " 2>/dev/null || echo 'Failed to read journal logs from " .. journal_path .. "'"
+  
+  ngx.log(ngx.INFO, "Executing: " .. journalctl_cmd)
+  
+  -- Execute journalctl command
+  local handle = io.popen(journalctl_cmd)
+  if handle then
+    local content = handle:read("*a")
+    handle:close()
+    
+    if content == "" then
+      content = "No journal entries found in " .. journal_path
+    end
+    
+    -- Apply regex filtering if needed
+    if log_regex or timestamp_regex then
+      local filtered_lines = {}
+      for line in content:gmatch("[^\r\n]+") do
+        local keep_line = true
+        
+        if timestamp_regex then
+          local matched = ngx.re.match(line, timestamp_regex, "jo")
+          if not matched then
+            keep_line = false
+          end
+        end
+        
+        if log_regex and keep_line then
+          local matched = ngx.re.match(line, log_regex, "jo")
+          if not matched then
+            keep_line = false
+          end
+        end
+        
+        if keep_line then
+          table.insert(filtered_lines, line)
+        end
+      end
+      content = table.concat(filtered_lines, "\n")
+    end
+    
+    ngx.say(content)
+    return ngx.exit(ngx.HTTP_OK)
+  else
+    ngx.status = ngx.HTTP_INTERNAL_SERVER_ERROR
+    ngx.say("Failed to execute journalctl command")
+    return ngx.exit(ngx.HTTP_OK)
+  end
+else
+    -- Regular log file handling
+    log_path = "/usr/local/node/log/" .. log_filename
+    
+    local attr = lfs.attributes(log_path)
+    
+    if not attr or attr.mode ~= "file" then
+        ngx.log(ngx.ERR, "log file not found: " .. log_path)
+        ngx.status = ngx.HTTP_NOT_FOUND
+        return ngx.exit(ngx.HTTP_OK)
+    end
+
+    -- Set response headers
+    ngx.header["Content-Type"] = "text/plain"
+    ngx.header["X-Node-Name"] = node_name or "unknown"
+    ngx.header["X-Log-File"] = log_filename
+    ngx.header["X-File-Size"] = attr.size
+
+    -- Handle compressed files
+    if string.match(log_filename, "%.gz$") then
+    ngx.header["Content-Encoding"] = "gzip"
+    end
+
+    -- Helper function to convert timestamp string to Unix timestamp
+    local function parse_timestamp(time_str)
+        if not time_str then return nil end
+        
+        local pattern = "(%d+)-(%d+)-(%d+) (%d+):(%d+):(%d+)"
+        local year, month, day, hour, min, sec = time_str:match(pattern)
+        
+        if not year then return nil end
+        
+        return os.time({
+            year = tonumber(year),
+            month = tonumber(month),
+            day = tonumber(day),
+            hour = tonumber(hour),
+            min = tonumber(min),
+            sec = tonumber(sec)
+        })
+    end
+
+    -- Helper function to extract timestamp from log line using custom regex or built-in formats
+    local function extract_timestamp(line, custom_regex)
+        -- First try custom regex if provided
+        if custom_regex then
+            local captures = {}
+            local matched = nil
+            
+            -- Try to use the regex with ngx.re.match
+            local ok, result = pcall(function()
+                return ngx.re.match(line, custom_regex, "jo")
+            end)
+            
+            if ok and result then
+                matched = result
+                
+                -- Check if the regex has named capture groups for timestamp components
+                if matched["year"] and matched["month"] and matched["day"] and 
+                matched["hour"] and matched["min"] and matched["sec"] then
+                    return os.time({
+                        year = tonumber(matched["year"]),
+                        month = tonumber(matched["month"]),
+                        day = tonumber(matched["day"]),
+                        hour = tonumber(matched["hour"]),
+                        min = tonumber(matched["min"]),
+                        sec = tonumber(matched["sec"])
+                    })
+                -- If the regex has a named capture for a full ISO timestamp
+                elseif matched["timestamp"] then
+                    -- Try to parse the timestamp capture
+                    local ts = matched["timestamp"]
+                    local year, month, day, hour, min, sec = ts:match("(%d+)-(%d+)-(%d+)T(%d+):(%d+):(%d+)")
+                    if year then
+                        return os.time({
+                            year = tonumber(year),
+                            month = tonumber(month),
+                            day = tonumber(day),
+                            hour = tonumber(hour),
+                            min = tonumber(min),
+                            sec = tonumber(sec)
+                        })
+                    end
+                end
+            end
+        end
+        
+        -- Fall back to built-in formats
+        
+        -- Try ISO format: 2025-07-07T09:32:45
+        local year, month, day, hour, min, sec = line:match("(%d+)-(%d+)-(%d+)T(%d+):(%d+):(%d+)")
+        
+        if year then
+            return os.time({
+                year = tonumber(year),
+                month = tonumber(month),
+                day = tonumber(day),
+                hour = tonumber(hour),
+                min = tonumber(min),
+                sec = tonumber(sec)
+            })
+        end
+        
+        -- Try syslog format: Jul  7 09:32:45
+        local month_str, day, hour, min, sec = line:match("(%a+)%s+(%d+)%s+(%d+):(%d+):(%d+)")
+        
+        if month_str then
+            local months = {Jan=1, Feb=2, Mar=3, Apr=4, May=5, Jun=6, Jul=7, Aug=8, Sep=9, Oct=10, Nov=11, Dec=12}
+            local month_num = months[month_str]
+            local current_year = os.date("%Y")
+            
+            if month_num then
+                return os.time({
+                    year = tonumber(current_year),
+                    month = month_num,
+                    day = tonumber(day),
+                    hour = tonumber(hour),
+                    min = tonumber(min),
+                    sec = tonumber(sec)
+                })
+            end
+        end
+        
+        -- Try another common format: 2025/07/07 09:32:45
+        year, month, day, hour, min, sec = line:match("(%d+)/(%d+)/(%d+)%s+(%d+):(%d+):(%d+)")
+        if year then
+            return os.time({
+                year = tonumber(year),
+                month = tonumber(month),
+                day = tonumber(day),
+                hour = tonumber(hour),
+                min = tonumber(min),
+                sec = tonumber(sec)
+            })
+        end
+        
+        -- Try systemd journal format: Jul 07 09:32:45.123456
+        month_str, day, hour, min, sec = line:match("(%a+)%s+(%d+)%s+(%d+):(%d+):(%d+)%.%d+")
+        if month_str then
+            local months = {Jan=1, Feb=2, Mar=3, Apr=4, May=5, Jun=6, Jul=7, Aug=8, Sep=9, Oct=10, Nov=11, Dec=12}
+            local month_num = months[month_str]
+            local current_year = os.date("%Y")
+            
+            if month_num then
+                return os.time({
+                    year = tonumber(current_year),
+                    month = month_num,
+                    day = tonumber(day),
+                    hour = tonumber(hour),
+                    min = tonumber(min),
+                    sec = tonumber(sec)
+                })
+            end
+        end
+        
+        return nil
+    end
+
+    -- Helper function to filter log content by timestamp and pattern
+    local function filter_log_content(content, start_timestamp, end_timestamp, timestamp_regex, log_regex)
+        if not content or content == "" then return "" end
+        
+        -- If no filters, return the original content
+        if not start_timestamp and not end_timestamp then
+            return content
+        end
+        
+        local filtered_lines = {}
+        
+        -- Process line by line
+        for line in content:gmatch("[^\r\n]+") do
+            local keep_line = true
+            
+            -- Apply timestamp filter if needed
+            if start_timestamp or end_timestamp then
+                local line_timestamp = extract_timestamp(line, timestamp_regex)
+                
+                if line_timestamp then
+                    if start_timestamp and line_timestamp < start_timestamp then
+                        keep_line = false
+                    end
+                    
+                    if end_timestamp and line_timestamp > end_timestamp then
+                        keep_line = false
+                    end
+                else
+                    -- If we couldn't extract a timestamp and filtering by time is requested,
+                    -- don't include lines without timestamps
+                    if start_timestamp or end_timestamp then
+                        keep_line = false
+                    end
+                end
+            end
+
+            if log_regex then
+                -- Apply log regex filter if provided
+                local log_match = ngx.re.match(line, log_regex, "jo")
+                if not log_match then
+                    keep_line = false
+                end
+            end
+            
+            if keep_line then
+                table.insert(filtered_lines, line)
+            end
+        end
+        
+        return table.concat(filtered_lines, "\n")
+    end
+
+    -- Parse timestamps if provided
+    local start_timestamp = parse_timestamp(start_time)
+    local end_timestamp = parse_timestamp(end_time)
+
+    -- Handle different access modes
+    if tail_mode == "true" then
+        -- Tail mode: get last N lines
+        local cmd = "tail -n " .. lines .. " '" .. log_path .. "'"
+        local handle = io.popen(cmd)
+        if handle then
+            local content = handle:read("*a")
+            handle:close()
+            
+            -- Apply filters (timestamp with custom regex if provided)
+            local filtered_content = filter_log_content(content, start_timestamp, end_timestamp, timestamp_regex, log_regex)
+            
+            ngx.say(filtered_content)
+            return ngx.exit(ngx.HTTP_OK)  -- Explicitly end request processing
+        else
+            ngx.status = ngx.HTTP_INTERNAL_SERVER_ERROR
+            ngx.say("Failed to read log file")
+            return ngx.exit(ngx.HTTP_OK)  -- Explicitly end request processing
+        end
+    else
+        -- Normal mode: get content from start_byte to end_byte
+        local file = io.open(log_path, "rb")
+        if not file then
+            ngx.status = ngx.HTTP_INTERNAL_SERVER_ERROR
+            ngx.say("Failed to open log file")
+            return ngx.exit(ngx.HTTP_OK)
+        end
+        
+        -- Move to start byte
+        file:seek("set", start_byte)
+        
+        local content = file:read(end_byte and (end_byte - start_byte) or "*a")
+        file:close()
+        
+        if content then
+            -- Apply filters (timestamp with custom regex if provided)
+            local filtered_content = filter_log_content(content, start_timestamp, end_timestamp, timestamp_regex, log_regex)
+            
+            ngx.say(filtered_content)
+            return ngx.exit(ngx.HTTP_OK)  -- Explicitly end request processing
+        else
+            ngx.status = ngx.HTTP_NO_CONTENT
+            return ngx.exit(ngx.HTTP_OK)  -- Explicitly end request processing
+        end
+    end
+end
diff --git a/src/log-manager/src/nginx/list_node_logs.lua b/src/log-manager/src/nginx/list_node_logs.lua
new file mode 100644
index 00000000..3e2fe6cd
--- /dev/null
+++ b/src/log-manager/src/nginx/list_node_logs.lua
@@ -0,0 +1,152 @@
+-- Copyright (c) Microsoft Corporation
+-- All rights reserved.
+-- MIT License
+-- Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+-- documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+-- the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+-- to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+-- The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+-- THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+-- BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+-- NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+-- DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+-- OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+
+--  New API endpoints:
+--  - GET /api/v1/node-logs - List available system logs
+
+
+local cjson = require "cjson"
+local lfs = require "lfs"
+local util = require "util"
+
+-- Use allowed_logs from util.lua
+local allowed_logs = util.allowed_logs
+
+local args = ngx.req.get_uri_args()
+local token = args["token"]
+local node_name = os.getenv("NODE_NAME") or "unknown"
+
+ngx.log(ngx.INFO, node_name)
+
+if not token then
+  ngx.log(ngx.ERR, "token parameter is required")
+  ngx.status = ngx.HTTP_BAD_REQUEST
+  return ngx.exit(ngx.HTTP_OK)
+end
+
+local log_dir = "/usr/local/node/log"
+local api_prefix = "/api/v1/node-logs/"
+local ret = {}
+
+-- Check if journalctl is available
+local journalctl_available = os.execute("which journalctl >/dev/null 2>&1")
+local journal_path = util.get_journal_path()
+
+ngx.log(ngx.INFO, "Using journal path: " .. journal_path)
+
+if journalctl_available then
+  -- Check if the journal path exists and is accessible with journalctl
+  local journal_attr = lfs.attributes(journal_path)
+  local can_access = util.can_access_journal(journal_path)
+  
+  ngx.log(ngx.INFO, "Journal path accessible: " .. tostring(can_access))
+  
+  if journal_attr and journal_attr.mode == "directory" and can_access then
+    -- Add general journal entry
+    ret["journal"] = {
+      url = api_prefix .. "journal?token=" .. token .. "&node=" .. node_name,
+      description = "System Journal (all entries from " .. journal_path .. ")",
+      type = "journal"
+    }
+    
+    -- Check available systemd services for specific journal logs
+    -- Use the custom path for journalctl
+    local handle = io.popen("journalctl --directory=" .. journal_path .. " --field=_SYSTEMD_UNIT 2>/dev/null | sort | uniq")
+    if handle then
+      local services = handle:read("*a")
+      handle:close()
+      
+      -- Add specific services
+      for service in services:gmatch("([^\n]+)") do
+        if service and service ~= "" then
+          -- Skip some very common services to avoid clutter
+          if not string.match(service, "^session") and
+             not string.match(service, "^user") and
+             not string.match(service, "^scope") then
+            ret["journal-" .. service] = {
+              url = api_prefix .. "journal-" .. service .. "?token=" .. token .. "&node=" .. node_name,
+              description = "Journal for service: " .. service,
+              type = "journal"
+            }
+          end
+        end
+      end
+    else
+      -- Fallback to static list of common services if journalctl command failed
+      ngx.log(ngx.WARN, "Failed to get systemd units, falling back to static list")
+      local common_services = {"docker", "kubelet", "containerd", "ssh", "systemd", "ntpd", "sshd"}
+      for _, service in ipairs(common_services) do
+        ret["journal-" .. service] = {
+          url = api_prefix .. "journal-" .. service .. "?token=" .. token .. "&node=" .. node_name,
+          description = "Journal for service: " .. service,
+          type = "journal"
+        }
+      end
+    end
+  else
+    ngx.log(ngx.WARN, "Journal directory not found: " .. journal_path)
+  end
+end
+
+-- Check each allowed log file
+for _, log_name in ipairs(allowed_logs) do
+  local log_path = log_dir .. "/" .. log_name
+  local attr = lfs.attributes(log_path)
+  
+  if attr and attr.mode == "file" then
+    -- Add current log file
+    ret[log_name] = {
+      url = api_prefix .. log_name .. "?token=" .. token .. "&node=" .. node_name,
+      size = attr.size,
+      modified = attr.modification
+    }
+    
+    -- Check for rotated logs (syslog.1, syslog.2, etc.)
+    for i = 1, 10 do
+      local rotated_path = log_path .. "." .. i
+      local rotated_attr = lfs.attributes(rotated_path)
+      if rotated_attr and rotated_attr.mode == "file" then
+        ret[log_name .. "." .. i] = {
+          url = api_prefix .. log_name .. "." .. i .. "?token=" .. token .. "&node=" .. node_name,
+          size = rotated_attr.size,
+          modified = rotated_attr.modification
+        }
+      end
+    end
+    
+    -- Check for compressed rotated logs (.gz)
+    for i = 1, 10 do
+      local gz_path = log_path .. "." .. i .. ".gz"
+      local gz_attr = lfs.attributes(gz_path)
+      if gz_attr and gz_attr.mode == "file" then
+        ret[log_name .. "." .. i .. ".gz"] = {
+          url = api_prefix .. log_name .. "." .. i .. ".gz" .. "?token=" .. token .. "&node=" .. node_name,
+          size = gz_attr.size,
+          modified = gz_attr.modification,
+          compressed = true
+        }
+      end
+    end
+  end
+end
+
+-- Add node metadata
+ret["_metadata"] = {
+  node_name = node_name,
+  timestamp = ngx.time(),
+  log_directory = log_dir
+}
+
+ngx.say(cjson.encode(ret))
diff --git a/src/log-manager/src/nginx/nginx.conf b/src/log-manager/src/nginx/nginx.conf
index c3e297f3..e2b7d389 100644
--- a/src/log-manager/src/nginx/nginx.conf
+++ b/src/log-manager/src/nginx/nginx.conf
@@ -34,7 +34,7 @@
 # See https://github.com/openresty/docker-openresty/blob/master/README.md#nginx-config-files
 #
 
-#user  nobody;
+user  root;
 worker_processes  1;
 
 #error_log  logs/error.log;
diff --git a/src/log-manager/src/nginx/nginx.conf.default b/src/log-manager/src/nginx/nginx.conf.default
index 6bbd1fec..1a417687 100644
--- a/src/log-manager/src/nginx/nginx.conf.default
+++ b/src/log-manager/src/nginx/nginx.conf.default
@@ -81,6 +81,45 @@ server {
     rewrite_by_lua_file /etc/nginx/lua/get_log_content.lua;
   }
 
+  #
+  # Get node log list
+  #
+  location /api/v1/node-logs {
+    add_header Access-Control-Allow-Origin *;
+    add_header Access-Control-Allow-Methods 'GET';
+    limit_except GET {
+      deny all;
+    }
+    default_type application/json;
+    access_by_lua_block {
+      local guard = require "guard"
+      guard.check_token()
+    }
+    content_by_lua_file /etc/nginx/lua/list_node_logs.lua;
+  }
+
+  #
+  # Get node log content
+  #
+  location ~ ^/api/v1/node-logs/(.*)$ {
+    add_header Access-Control-Allow-Origin *;
+    add_header Access-Control-Allow-Methods 'GET';
+    
+    limit_except GET {
+      deny all;
+    }
+    default_type text/plain;
+    limit_rate_after 1m;
+    limit_rate 1m;
+    
+    access_by_lua_block {
+      local guard = require "guard"
+      guard.check_token()
+    }
+    
+    rewrite_by_lua_file /etc/nginx/lua/get_node_log_content.lua;
+  }
+
   location ~ /~/(current|remotelogs)/(.*)$ {
     internal;
     add_header Accept-Ranges bytes;
diff --git a/src/log-manager/src/nginx/util.lua b/src/log-manager/src/nginx/util.lua
index 66b8bb15..0e185f2e 100644
--- a/src/log-manager/src/nginx/util.lua
+++ b/src/log-manager/src/nginx/util.lua
@@ -44,9 +44,93 @@ local function is_directory_empty(directory)
   return true
 end
 
+-- Check if journalctl can access the given path
+local function can_access_journal(journal_path)
+  local cmd = "journalctl --directory=" .. journal_path .. " --list-boots -n 1 >/dev/null 2>&1"
+  local success = os.execute(cmd)
+  return success == 0 or success == true
+end
+
+-- Allowed system log files for security
+local allowed_logs = {
+  -- Traditional syslog files
+  "syslog", 
+  "kern.log", 
+  "dmesg",
+  -- Systemd journal files
+  "journal",
+  "journal.log",
+  "systemd/journal"
+}
+
+-- Check if a log filename is in the allowed list (including rotated logs)
+-- Function to determine if a log file is a systemd journal
+local function is_journal_log(filename)
+  return string.match(filename, "^journal$") or 
+         string.match(filename, "^journal/") or
+         string.match(filename, "^systemd/journal") or
+         string.match(filename, "^systemd%-journal$") or
+         string.match(filename, "^journal%-.*$") -- For service-specific journal logs
+end
+
+-- Get the path to the mounted journal logs directory
+local function get_journal_path()
+  -- List of paths to check in order of preference
+  local paths_to_check = {
+    "/usr/local/node/log/journal"      -- Primary custom mount path
+  }
+  
+  -- Check each path and return the first valid directory
+  for _, path in ipairs(paths_to_check) do
+    local attr = lfs.attributes(path)
+    if attr and attr.mode == "directory" then
+      -- Check if there are actual journal files in this directory
+      local has_files = false
+      for _ in lfs.dir(path) do
+        has_files = true
+        break
+      end
+      
+      if has_files then
+        return path
+      end
+    end
+  end
+  
+  -- If no valid path found, return the primary path anyway
+  -- journalctl will handle the error if it doesn't exist
+  return "/usr/local/node/log/journal"
+end
+
+local function is_allowed_log(filename)
+  -- Check standard log files and their rotated versions
+  for _, allowed in ipairs(allowed_logs) do
+    if filename == allowed or 
+       string.match(filename, "^" .. allowed .. "%.%d+$") or
+       string.match(filename, "^" .. allowed .. "%.%d+%.gz$") then
+      return true
+    end
+  end
+  
+  -- Special handling for systemd journal files
+  if is_journal_log(filename) or
+     string.match(filename, "^journal/[^/]*$") or
+     string.match(filename, "^journal%-[^/]*$") then
+    return true
+  end
+  
+  return false
+end
+
+-- Export all utility functions
 return {
   is_path_under_log_dir = is_path_under_log_dir,
   is_input_validated = is_input_validated,
-  is_directory_empty = is_directory_empty
+  is_directory_empty = is_directory_empty,
+  allowed_logs = allowed_logs,
+  is_allowed_log = is_allowed_log,
+  is_journal_log = is_journal_log,
+  get_journal_path = get_journal_path,
+  can_access_journal = can_access_journal
 }
 
diff --git a/src/ltp-storage-common/ltp_storage/__init__.py b/src/ltp-storage-common/ltp_storage/__init__.py
new file mode 100644
index 00000000..254d2612
--- /dev/null
+++ b/src/ltp-storage-common/ltp_storage/__init__.py
@@ -0,0 +1,33 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+LTP Storage Common Package
+
+Shared data schemas, interfaces, and factory for LTP storage backends.
+"""
+
+from .factory import (
+    StorageFactory,
+    StorageBackend,
+    create_node_status_client,
+    create_node_action_client,
+    create_alert_client,
+    create_job_summary_client,
+    create_job_react_time_client,
+)
+from .data_schema.alert_records import AlertParser
+
+__version__ = "0.1.0"
+
+__all__ = [
+    "StorageFactory",
+    "StorageBackend",
+    "create_node_status_client",
+    "create_node_action_client",
+    "create_alert_client",
+    "create_job_summary_client",
+    "create_job_react_time_client",
+    "AlertParser",
+]
+
diff --git a/src/ltp-storage-common/ltp_storage/data_schema/__init__.py b/src/ltp-storage-common/ltp_storage/data_schema/__init__.py
new file mode 100644
index 00000000..77382c02
--- /dev/null
+++ b/src/ltp-storage-common/ltp_storage/data_schema/__init__.py
@@ -0,0 +1,33 @@
+"""LTP shared core: status enums/metadata and record shapes.
+
+This module centralizes shared domain logic used by both Kusto and PostgreSQL SDKs,
+so schema/status changes are defined once.
+"""
+
+from .node_status import (
+    NodeStatus,
+    StatusGroup,
+    StatusMetadata,
+    ALLOWED_TRANSITIONS,
+    NodeStatusRecord,
+)
+
+from .node_action import (
+    NodeAction,
+)
+
+from .job_records import (
+    JobSummaryRecord,
+    JobReactTimeRecord,
+)
+
+__all__ = [
+    "NodeStatus",
+    "StatusGroup",
+    "StatusMetadata",
+    "ALLOWED_TRANSITIONS",
+    "NodeAction",
+    "NodeStatusRecord",
+    "JobSummaryRecord",
+    "JobReactTimeRecord",
+]
diff --git a/src/ltp-storage-common/ltp_storage/data_schema/alert_records.py b/src/ltp-storage-common/ltp_storage/data_schema/alert_records.py
new file mode 100644
index 00000000..e32d9827
--- /dev/null
+++ b/src/ltp-storage-common/ltp_storage/data_schema/alert_records.py
@@ -0,0 +1,136 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Alert record dataclasses."""
+
+from dataclasses import dataclass
+from datetime import datetime
+from typing import Dict, Any, Optional
+import re
+import json
+import logging
+
+logger = logging.getLogger(__name__)
+
+
+@dataclass
+class AlertRecordData:
+    """
+    Alert record with monitoring event details.
+    
+    Attributes:
+        timestamp: When the alert was generated
+        alertname: Name of the alert
+        severity: Alert severity (critical, warning, info)
+        summary: Brief alert summary
+        node_name: Node hostname (optional)
+        labels: Additional labels
+        annotations: Alert annotations
+        endpoint: Cluster/endpoint identifier
+    """
+    
+    timestamp: datetime
+    alertname: str
+    severity: str
+    summary: str
+    endpoint: str
+    node_name: Optional[str] = None
+    labels: Optional[Dict[str, Any]] = None
+    annotations: Optional[Dict[str, Any]] = None
+
+    @classmethod
+    def from_record(cls, record: Dict[str, Any]) -> "AlertRecordData":
+        """
+        Create an AlertRecordData instance from a dictionary.
+        Handles both snake_case and camelCase keys.
+        """
+        from ..utils.time_util import convert_timestamp
+        
+        # Handle timestamp conversion
+        timestamp_val = record.get("timestamp") or record.get("Timestamp")
+        if timestamp_val:
+            if isinstance(timestamp_val, str):
+                timestamp = convert_timestamp(timestamp_val, "datetime")
+            else:
+                timestamp = timestamp_val
+        else:
+            timestamp = datetime.utcnow()
+        
+        return cls(
+            timestamp=timestamp,
+            alertname=record.get("alertname") or record.get("Alertname", ""),
+            severity=record.get("severity") or record.get("Severity", "info"),
+            summary=record.get("summary") or record.get("Summary", ""),
+            node_name=record.get("node_name") or record.get("NodeName"),
+            labels=record.get("labels") or record.get("Labels"),
+            annotations=record.get("annotations") or record.get("Annotations"),
+            endpoint=record.get("endpoint") or record.get("Endpoint", ""),
+        )
+
+    def to_dict(self) -> Dict[str, Any]:
+        """Convert to dictionary with snake_case keys."""
+        return {
+            "timestamp": self.timestamp.isoformat() if isinstance(self.timestamp, datetime) else self.timestamp,
+            "alertname": self.alertname,
+            "severity": self.severity,
+            "summary": self.summary,
+            "node_name": self.node_name,
+            "labels": self.labels,
+            "annotations": self.annotations,
+            "endpoint": self.endpoint,
+        }
+
+
+class AlertParser:
+    """Parser for alert log messages - centralized in ltp-storage-common"""
+    
+    @staticmethod
+    def parse_message(log):
+        """Parse a single alert log message"""
+        pattern = r"\[(?P<timestamp>\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}Z)\] alert-handler received alerts: Alertname: (?P<alertname>[^,]+), Severity: (?P<severity>[^,]+), Summary: (?P<summary>.+), Labels: (?P<labels>\{.*?\}), Annotations: (?P<annotations>.*?)"
+        match = re.search(pattern, log)
+        if match:
+            timestamp = match.group("timestamp")
+            alertname = match.group("alertname")
+            severity = match.group("severity")
+            summary = match.group("summary")
+            if 'segfault' in summary:
+                summary = "Segfault"
+            labels = json.loads(match.group("labels"))
+            annotations = match.group("annotations")
+            if alertname == "undefined" and "report_type" in labels:
+                alertname = labels["report_type"]
+            return {
+                "timestamp": timestamp,
+                "alertname": alertname,
+                "severity": severity,
+                "summary": summary,
+                "labels": labels,
+                "annotations": annotations,
+            }
+        else:
+            logger.info(f"Failed to parse log message: {log}")
+            return None
+
+    @staticmethod
+    def generate_row(alert):
+        """Generate a standardized alert row"""
+        keys = [
+            "severity",
+            "summary",
+            "alertname",
+            "node_name",
+            "labels",
+            "annotations",
+            "timestamp",
+        ]
+        alert = AlertParser.parse_message(alert)
+        if not alert:
+            return None
+        for key in keys:
+            if key not in alert:
+                if alert.get("labels") and key in alert["labels"]:
+                    alert[key] = alert["labels"][key]
+                else:
+                    alert[key] = ""
+        return alert
diff --git a/src/ltp-storage-common/ltp_storage/data_schema/job_records.py b/src/ltp-storage-common/ltp_storage/data_schema/job_records.py
new file mode 100644
index 00000000..7c1c7a5a
--- /dev/null
+++ b/src/ltp-storage-common/ltp_storage/data_schema/job_records.py
@@ -0,0 +1,152 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job-related record dataclasses."""
+
+from dataclasses import dataclass
+from datetime import datetime
+from typing import Dict, Any, Optional
+
+
+@dataclass
+class JobSummaryRecord:
+    """Job summary record with metrics."""
+    
+    job_id: str
+    time_generated: datetime
+    endpoint: str
+    job_hash: Optional[str] = None
+    job_name: Optional[str] = None
+    user_name: Optional[str] = None
+    job_state: Optional[str] = None
+    retry_count: Optional[int] = None
+    attempt_id: Optional[int] = None
+    retry_details: Optional[Dict[str, Any]] = None
+    virtual_cluster: Optional[str] = None
+    total_gpu_count: Optional[int] = None
+    job_priority: Optional[str] = None
+    job_duration_hours: Optional[float] = None
+    total_gpu_hours: Optional[float] = None
+    idle_gpu_hours: Optional[float] = None
+    effective_gpu_hours: Optional[float] = None
+    submission_time: Optional[datetime] = None
+    launch_time: Optional[datetime] = None
+    completion_time: Optional[datetime] = None
+    created_datetime: Optional[datetime] = None
+    idle_gpu_percentage: Optional[float] = None
+    assigned_gpu_utilization: Optional[float] = None
+    effective_gpu_utilization: Optional[float] = None
+    exit_reason: Optional[str] = None
+    exit_category: Optional[str] = None
+
+    @classmethod
+    def from_record(cls, record: Dict[str, Any]) -> "JobSummaryRecord":
+        from ..utils.time_util import convert_timestamp
+        
+        def parse_time(value):
+            if value is None:
+                return None
+            if isinstance(value, str):
+                return convert_timestamp(value, "datetime")
+            return value
+        
+        return cls(
+            job_id=record.get("job_id") or record.get("jobId", ""),
+            time_generated=parse_time(record.get("time_generated") or record.get("timeGenerated")),
+            endpoint=record.get("endpoint") or record.get("Endpoint", ""),
+            job_hash=record.get("job_hash") or record.get("jobHash"),
+            job_name=record.get("job_name") or record.get("jobName"),
+            user_name=record.get("user_name") or record.get("userName"),
+            job_state=record.get("job_state") or record.get("jobState"),
+            retry_count=record.get("retry_count") or record.get("retryCount"),
+            attempt_id=record.get("attempt_id") or record.get("attemptId"),
+            retry_details=record.get("retry_details") or record.get("retryDetails"),
+            virtual_cluster=record.get("virtual_cluster") or record.get("virtualCluster"),
+            total_gpu_count=record.get("total_gpu_count") or record.get("totalGpuCount"),
+            job_priority=record.get("job_priority") or record.get("jobPriority"),
+            job_duration_hours=record.get("job_duration_hours") or record.get("jobDurationHours"),
+            total_gpu_hours=record.get("total_gpu_hours") or record.get("totalGpuHours"),
+            idle_gpu_hours=record.get("idle_gpu_hours") or record.get("idleGpuHours"),
+            effective_gpu_hours=record.get("effective_gpu_hours") or record.get("effectiveGpuHours"),
+            submission_time=parse_time(record.get("submission_time") or record.get("submissionTime")),
+            launch_time=parse_time(record.get("launch_time") or record.get("launchTime")),
+            completion_time=parse_time(record.get("completion_time") or record.get("completionTime")),
+            created_datetime=parse_time(record.get("created_datetime") or record.get("createdDatetime")),
+            idle_gpu_percentage=record.get("idle_gpu_percentage") or record.get("idleGpuPercentage"),
+            assigned_gpu_utilization=record.get("assigned_gpu_utilization") or record.get("assignedGpuUtilization"),
+            effective_gpu_utilization=record.get("effective_gpu_utilization") or record.get("effectiveGpuUtilization"),
+            exit_reason=record.get("exit_reason") or record.get("exitReason"),
+            exit_category=record.get("exit_category") or record.get("exitCategory"),
+        )
+
+    def to_dict(self) -> Dict[str, Any]:
+        def format_time(value):
+            if value is None:
+                return None
+            return value.isoformat() if isinstance(value, datetime) else value
+        
+        return {
+            "job_id": self.job_id,
+            "job_hash": self.job_hash,
+            "job_name": self.job_name,
+            "user_name": self.user_name,
+            "job_state": self.job_state,
+            "retry_count": self.retry_count,
+            "attempt_id": self.attempt_id,
+            "retry_details": self.retry_details,
+            "virtual_cluster": self.virtual_cluster,
+            "total_gpu_count": self.total_gpu_count,
+            "job_priority": self.job_priority,
+            "job_duration_hours": self.job_duration_hours,
+            "total_gpu_hours": self.total_gpu_hours,
+            "idle_gpu_hours": self.idle_gpu_hours,
+            "effective_gpu_hours": self.effective_gpu_hours,
+            "submission_time": format_time(self.submission_time),
+            "launch_time": format_time(self.launch_time),
+            "completion_time": format_time(self.completion_time),
+            "created_datetime": format_time(self.created_datetime),
+            "idle_gpu_percentage": self.idle_gpu_percentage,
+            "assigned_gpu_utilization": self.assigned_gpu_utilization,
+            "effective_gpu_utilization": self.effective_gpu_utilization,
+            "exit_reason": self.exit_reason,
+            "exit_category": self.exit_category,
+            "time_generated": format_time(self.time_generated),
+            "endpoint": self.endpoint,
+        }
+
+
+@dataclass
+class JobReactTimeRecord:
+    """Job reaction time record."""
+    
+    job_id: str
+    endpoint: str
+    react_time: Optional[float] = None
+    job_hash: Optional[str] = None
+    time_generated: Optional[datetime] = None
+
+    @classmethod
+    def from_record(cls, record: Dict[str, Any]) -> "JobReactTimeRecord":
+        from ..utils.time_util import convert_timestamp
+        
+        time_generated = record.get("time_generated") or record.get("timeGenerated")
+        if time_generated and isinstance(time_generated, str):
+            time_generated = convert_timestamp(time_generated, "datetime")
+        
+        return cls(
+            job_id=record.get("job_id") or record.get("jobId", ""),
+            endpoint=record.get("endpoint") or record.get("Endpoint", ""),
+            react_time=record.get("react_time") or record.get("reactTime"),
+            job_hash=record.get("job_hash") or record.get("jobHash"),
+            time_generated=time_generated,
+        )
+
+    def to_dict(self) -> Dict[str, Any]:
+        return {
+            "job_id": self.job_id,
+            "react_time": self.react_time,
+            "job_hash": self.job_hash,
+            "time_generated": self.time_generated.isoformat() if isinstance(self.time_generated, datetime) else self.time_generated,
+            "endpoint": self.endpoint,
+        }
+
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/node_action/models.py b/src/ltp-storage-common/ltp_storage/data_schema/node_action.py
similarity index 53%
rename from src/kusto-sdk/ltp_kusto_sdk/features/node_action/models.py
rename to src/ltp-storage-common/ltp_storage/data_schema/node_action.py
index 618d7d3e..85f3fbbb 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/features/node_action/models.py
+++ b/src/ltp-storage-common/ltp_storage/data_schema/node_action.py
@@ -1,9 +1,13 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 """Node action models."""
 
 from dataclasses import dataclass
 from datetime import datetime
 from typing import Dict, Any, Tuple, Optional
-from ...utils.time_util import convert_timestamp
+from ..utils.time_util import convert_timestamp
+from .node_status import NodeStatus
 
 
 @dataclass
@@ -34,6 +38,7 @@ class NodeAction:
     def from_record(cls, record: Dict[str, Any]) -> "NodeAction":
         """
         Creates a NodeAction instance from a dictionary record.
+        Supports both PascalCase (Kusto) and snake_case (PostgreSQL) keys.
         
         Args:
             record: Dictionary containing the node action data
@@ -45,16 +50,23 @@ def from_record(cls, record: Dict[str, Any]) -> "NodeAction":
             KeyError: If required fields are missing from the record
         """
         try:
-            timestamp = convert_timestamp(record["Timestamp"], "datetime")
+            # Handle both PascalCase (from Kusto) and snake_case (from PostgreSQL)
+            timestamp_value = record.get("Timestamp") or record.get("timestamp")
+            if timestamp_value is None:
+                raise KeyError("Timestamp/timestamp")
+            
+            timestamp = convert_timestamp(timestamp_value, "datetime")
                 
-            return cls(Timestamp=timestamp,
-                       HostName=record["HostName"],
-                       NodeId=record["NodeId"],
-                       Action=record["Action"],
-                       Reason=record["Reason"],
-                       Detail=record["Detail"],
-                       Category=record["Category"],
-                       Endpoint=record["Endpoint"])
+            return cls(
+                Timestamp=timestamp,
+                HostName=record.get("HostName") or record.get("hostname", ""),
+                NodeId=record.get("NodeId") or record.get("node_id", ""),
+                Action=record.get("Action") or record.get("action", ""),
+                Reason=record.get("Reason") or record.get("reason", ""),
+                Detail=record.get("Detail") or record.get("detail", ""),
+                Category=record.get("Category") or record.get("category", ""),
+                Endpoint=record.get("Endpoint") or record.get("endpoint", "")
+            )
         except KeyError as e:
             raise KeyError(f"Missing required field in record: {e}")
 
@@ -96,3 +108,34 @@ def get_before_after_status(
         target_status = parts[1].lower()
 
         return current_status, target_status
+    
+    @staticmethod
+    def is_valid_action(action: str) -> bool:
+        """
+        Checks if an action is valid and verifies the status transition if applicable.
+        
+        Args:
+            action: The action to validate
+            
+        Returns:
+            bool: True if the action is valid and represents a valid transition
+            
+        Raises:
+            RuntimeError: If there's an error validating the action
+        """
+        try:
+            current_status, target_status = NodeAction.get_before_after_status(
+                action)
+            if current_status is None or target_status is None:
+                return False
+
+            # Verify both statuses are valid
+            if not hasattr(NodeStatus, current_status.upper()) or not hasattr(
+                    NodeStatus, target_status.upper()):
+                return False
+
+            # Check if the transition is valid
+            return NodeStatus.can_transition(current_status, target_status)
+
+        except Exception as e:
+            raise RuntimeError(f"Failed to validate action: {str(e)}")
diff --git a/src/kusto-sdk/ltp_kusto_sdk/features/node_status/models.py b/src/ltp-storage-common/ltp_storage/data_schema/node_status.py
similarity index 75%
rename from src/kusto-sdk/ltp_kusto_sdk/features/node_status/models.py
rename to src/ltp-storage-common/ltp_storage/data_schema/node_status.py
index 4af1570f..ca16b6e6 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/features/node_status/models.py
+++ b/src/ltp-storage-common/ltp_storage/data_schema/node_status.py
@@ -1,10 +1,13 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 """Node status models."""
 
 from dataclasses import dataclass
 from datetime import datetime
 from enum import Enum
 from typing import List, Optional
-from ...utils.time_util import convert_timestamp
+from ..utils.time_util import convert_timestamp
 
 
 class StatusGroup(str, Enum):
@@ -34,11 +37,12 @@ class NodeStatus(str, Enum):
     NEW = "new"
     VALIDATING = "validating"
     AVAILABLE = "available"
+    AVAILABLE_NODATA = "available_nodata"
     CORDONED = "cordoned"
     DEALLOCATED_CAPACITY = "deallocated_capacity"
 
     # Triaged states
-    TRIAGED_HW = "triaged_hardware"
+    TRIAGED_HARDWARE = "triaged_hardware"
     TRIAGED_USER = "triaged_user"
     TRIAGED_PLATFORM = "triaged_platform"
     TRIAGED_UNKNOWN = "triaged_unknown"
@@ -91,14 +95,23 @@ class NodeStatusRecord:
 
     @classmethod
     def from_record(cls, record: dict):
-        """Converts a record dictionary to a NodeStatusRecord instance."""
-        timestamp = record['Timestamp']
+        """
+        Converts a record dictionary to a NodeStatusRecord instance.
+        Supports both PascalCase (Kusto) and snake_case (PostgreSQL) keys.
+        """
+        # Handle both PascalCase (from Kusto) and snake_case (from PostgreSQL)
+        timestamp = record.get('Timestamp') or record.get('timestamp')
+        if timestamp is None:
+            raise KeyError("Timestamp/timestamp required")
+        
         timestamp_str = convert_timestamp(timestamp, format="str")
-        return cls(Timestamp=timestamp_str,
-                   HostName=record['HostName'],
-                   Status=record['Status'],
-                   NodeId=record.get('NodeId', ''),
-                   Endpoint=record.get('Endpoint', ''))
+        return cls(
+            Timestamp=timestamp_str,
+            HostName=record.get('HostName') or record.get('hostname', ''),
+            Status=record.get('Status') or record.get('status', ''),
+            NodeId=record.get('NodeId') or record.get('node_id', ''),
+            Endpoint=record.get('Endpoint') or record.get('endpoint', '')
+        )
 
     def to_dict(self) -> dict:
         """Converts the NodeStatusRecord instance to a dictionary."""
@@ -138,8 +151,9 @@ def get_transition_action(cls, from_status: str, to_status: str) -> str:
                    description="Node is being validated",
                    allowed_transitions=[
                        NodeStatus.AVAILABLE.value, NodeStatus.CORDONED.value,
+                       NodeStatus.AVAILABLE_NODATA.value,
                        NodeStatus.DEALLOCATED_CAPACITY.value,
-                       NodeStatus.TRIAGED_HW.value,
+                       NodeStatus.TRIAGED_HARDWARE.value,
                        NodeStatus.TRIAGED_USER.value,
                        NodeStatus.TRIAGED_PLATFORM.value,
                        NodeStatus.TRIAGED_UNKNOWN.value
@@ -149,7 +163,20 @@ def get_transition_action(cls, from_status: str, to_status: str) -> str:
                    description="Node is available for use",
                    allowed_transitions=[
                        NodeStatus.CORDONED.value,
-                       NodeStatus.TRIAGED_HW.value,
+                       NodeStatus.AVAILABLE_NODATA.value,
+                       NodeStatus.TRIAGED_HARDWARE.value,
+                       NodeStatus.TRIAGED_USER.value,
+                       NodeStatus.TRIAGED_PLATFORM.value,
+                       NodeStatus.TRIAGED_UNKNOWN.value,
+                       NodeStatus.DEALLOCATED_CAPACITY.value,
+                   ]),
+    NodeStatus.AVAILABLE_NODATA.value:
+    StatusMetadata(group=StatusGroup.CORDONED,
+                   description="Node is available but missing data",
+                   allowed_transitions=[
+                       NodeStatus.AVAILABLE.value,
+                       NodeStatus.CORDONED.value,
+                       NodeStatus.TRIAGED_HARDWARE.value,
                        NodeStatus.TRIAGED_USER.value,
                        NodeStatus.TRIAGED_PLATFORM.value,
                        NodeStatus.TRIAGED_UNKNOWN.value,
@@ -160,7 +187,8 @@ def get_transition_action(cls, from_status: str, to_status: str) -> str:
                    description="Node is cordoned off",
                    allowed_transitions=[
                        NodeStatus.AVAILABLE.value,
-                       NodeStatus.TRIAGED_HW.value,
+                       NodeStatus.AVAILABLE_NODATA.value,
+                       NodeStatus.TRIAGED_HARDWARE.value,
                        NodeStatus.TRIAGED_USER.value,
                        NodeStatus.TRIAGED_PLATFORM.value,
                        NodeStatus.TRIAGED_UNKNOWN.value,
@@ -174,7 +202,7 @@ def get_transition_action(cls, from_status: str, to_status: str) -> str:
                    ]),
 
     # Triaged states metadata
-    NodeStatus.TRIAGED_HW.value:
+    NodeStatus.TRIAGED_HARDWARE.value:
     StatusMetadata(group=StatusGroup.TRIAGED,
                    description="Node is triaged for hardware issues",
                    allowed_transitions=[
@@ -187,6 +215,7 @@ def get_transition_action(cls, from_status: str, to_status: str) -> str:
                    allowed_transitions=[
                        NodeStatus.VALIDATING.value,
                        NodeStatus.AVAILABLE.value,
+                       NodeStatus.AVAILABLE_NODATA.value,
                        NodeStatus.DEALLOCATED_CAPACITY.value,
                    ]),
     NodeStatus.TRIAGED_PLATFORM.value:
@@ -197,6 +226,7 @@ def get_transition_action(cls, from_status: str, to_status: str) -> str:
                        NodeStatus.ALLOCATED_PLATFORM.value,
                        NodeStatus.VALIDATING.value,
                        NodeStatus.AVAILABLE.value,
+                       NodeStatus.AVAILABLE_NODATA.value,
                        NodeStatus.DEALLOCATED_CAPACITY.value,
                    ]),
     NodeStatus.TRIAGED_UNKNOWN.value:
@@ -204,10 +234,12 @@ def get_transition_action(cls, from_status: str, to_status: str) -> str:
                    description="Node is triaged for unknown issues",
                    allowed_transitions=[
                        NodeStatus.VALIDATING.value, NodeStatus.CORDONED.value,
+                       NodeStatus.AVAILABLE_NODATA.value,
                        NodeStatus.DEALLOCATED_CAPACITY.value,
                        NodeStatus.TRIAGED_PLATFORM.value,
                        NodeStatus.TRIAGED_USER.value,
-                       NodeStatus.TRIAGED_HW.value
+                       NodeStatus.TRIAGED_HARDWARE.value,
+                       NodeStatus.AVAILABLE.value,
                    ]),
 
     # UA states metadata
@@ -252,3 +284,21 @@ def get_transition_action(cls, from_status: str, to_status: str) -> str:
                        NodeStatus.DEALLOCATED_CAPACITY.value
                    ])
 }
+
+
+# Helper functions for backward compatibility
+def get_transition_action(from_status: str, to_status: str) -> str:
+    """Returns the action label for a transition from one status to another."""
+    return NodeStatusRecord.get_transition_action(from_status, to_status)
+
+
+def can_transition(from_status: str, to_status: str) -> bool:
+    """Check if transition between statuses is allowed."""
+    return NodeStatus.can_transition(from_status, to_status)
+
+
+# Create ALLOWED_TRANSITIONS dict for backward compatibility
+ALLOWED_TRANSITIONS = {
+    status: metadata.allowed_transitions
+    for status, metadata in STATUS_METADATA.items()
+}
diff --git a/src/ltp-storage-common/ltp_storage/factory.py b/src/ltp-storage-common/ltp_storage/factory.py
new file mode 100644
index 00000000..59de8535
--- /dev/null
+++ b/src/ltp-storage-common/ltp_storage/factory.py
@@ -0,0 +1,227 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""
+Storage backend factory for LTP platform.
+
+Provides runtime switching between Kusto and PostgreSQL backends based on
+environment configuration, enabling gradual migration and per-endpoint routing.
+
+Environment Variables:
+    LTP_STORAGE_BACKEND_DEFAULT: Default backend ('kusto' or 'postgresql')
+    CLUSTER_ID: Current cluster/endpoint identifier
+    
+    Kusto envs (when backend=kusto):
+        KUSTO_CLUSTER, KUSTO_DATABASE, KUSTO_NODE_STATUS_TABLE_NAME, etc.
+    
+    PostgreSQL envs (when backend=postgresql):
+        POSTGRES_CONNECTION_STR, POSTGRES_SCHEMA
+"""
+
+import os
+import logging
+
+logger = logging.getLogger(__name__)
+
+
+class StorageBackend:
+    """Storage backend types."""
+    KUSTO = "kusto"
+    POSTGRESQL = "postgresql"
+
+
+class StorageFactory:
+    """Factory for creating storage clients based on configuration."""
+    
+    _backend_cache = {}
+    
+    @staticmethod
+    def get_backend_for_endpoint(endpoint: str = None) -> str:
+        """
+        Determine which backend to use for a given endpoint.
+        
+        Args:
+            endpoint: Endpoint/cluster identifier. If None, uses CLUSTER_ID env var.
+            
+        Returns:
+            str: Backend type ('kusto' or 'postgresql')
+        """
+        if endpoint is None:
+            endpoint = os.getenv("CLUSTER_ID", "")
+        
+        # Fall back to default backend
+        default_backend = os.getenv("LTP_STORAGE_BACKEND_DEFAULT", StorageBackend.KUSTO).lower()
+        logger.debug(f"Using default backend '{default_backend}' for endpoint '{endpoint}'")
+        return default_backend
+    
+    @staticmethod
+    def create_node_status_client(endpoint: str = None):
+        """
+        Create a NodeStatusClient for the appropriate backend.
+        
+        Args:
+            endpoint: Optional endpoint identifier for backend selection
+            
+        Returns:
+            NodeStatusClient: Client instance (Kusto or PostgreSQL)
+        """
+        backend = StorageFactory.get_backend_for_endpoint(endpoint)
+        
+        if backend == StorageBackend.POSTGRESQL:
+            try:
+                from ltp_postgresql_sdk.features.node_status.client import (
+                    NodeStatusClient as PgNodeStatusClient
+                )
+                logger.info(f"Created PostgreSQL NodeStatusClient for endpoint '{endpoint}'")
+                return PgNodeStatusClient()
+            except ImportError as e:
+                logger.error(f"Failed to import PostgreSQL SDK: {e}")
+                logger.warning("Falling back to Kusto")
+        
+        # Kusto backend (default/fallback)
+        from ltp_kusto_sdk import NodeStatusClient as KustoNodeStatusClient
+        logger.info(f"Created Kusto NodeStatusClient for endpoint '{endpoint}'")
+        return KustoNodeStatusClient()
+    
+    @staticmethod
+    def create_node_action_client(endpoint: str = None):
+        """
+        Create a NodeActionClient for the appropriate backend.
+        
+        Args:
+            endpoint: Optional endpoint identifier for backend selection
+            
+        Returns:
+            NodeActionClient: Client instance (Kusto or PostgreSQL)
+        """
+        backend = StorageFactory.get_backend_for_endpoint(endpoint)
+        
+        if backend == StorageBackend.POSTGRESQL:
+            try:
+                from ltp_postgresql_sdk.features.node_action.client import (
+                    NodeActionClient as PgNodeActionClient
+                )
+                logger.info(f"Created PostgreSQL NodeActionClient for endpoint '{endpoint}'")
+                return PgNodeActionClient()
+            except ImportError as e:
+                logger.error(f"Failed to import PostgreSQL SDK: {e}")
+                logger.warning("Falling back to Kusto")
+        
+        # Kusto backend (default/fallback)
+        from ltp_kusto_sdk import NodeActionClient as KustoNodeActionClient
+        logger.info(f"Created Kusto NodeActionClient for endpoint '{endpoint}'")
+        return KustoNodeActionClient()
+    
+    @staticmethod
+    def create_alert_client(endpoint: str = None):
+        """
+        Create an AlertClient for the appropriate backend.
+        
+        Args:
+            endpoint: Optional endpoint identifier for backend selection
+            
+        Returns:
+            AlertClient: Client instance (Kusto or PostgreSQL)
+        """
+        backend = StorageFactory.get_backend_for_endpoint(endpoint)
+        
+        if backend == StorageBackend.POSTGRESQL:
+            try:
+                from ltp_postgresql_sdk.features.alert.client import (
+                    AlertClient as PgAlertClient
+                )
+                logger.info(f"Created PostgreSQL AlertClient for endpoint '{endpoint}'")
+                return PgAlertClient()
+            except ImportError as e:
+                logger.error(f"Failed to import PostgreSQL SDK: {e}")
+                logger.warning("Falling back to Kusto")
+        
+        # Kusto backend (default/fallback)
+        from ltp_kusto_sdk.features.alert.client import AlertClient as KustoAlertClient
+        logger.info(f"Created Kusto AlertClient for endpoint '{endpoint}'")
+        return KustoAlertClient()
+    
+    @staticmethod
+    def create_job_summary_client(endpoint: str = None):
+        """
+        Create a JobSummaryClient for the appropriate backend.
+        
+        Args:
+            endpoint: Optional endpoint identifier for backend selection
+            
+        Returns:
+            JobSummaryClient: Client instance (Kusto or PostgreSQL)
+        """
+        backend = StorageFactory.get_backend_for_endpoint(endpoint)
+        
+        if backend == StorageBackend.POSTGRESQL:
+            try:
+                from ltp_postgresql_sdk.features.job_summary.client import (
+                    JobSummaryClient as PgJobSummaryClient
+                )
+                logger.info(f"Created PostgreSQL JobSummaryClient for endpoint '{endpoint}'")
+                return PgJobSummaryClient()
+            except ImportError as e:
+                logger.error(f"Failed to import PostgreSQL SDK: {e}")
+                logger.warning("Falling back to Kusto")
+        
+        # Kusto backend (default/fallback)
+        from ltp_kusto_sdk.features.job_summary.client import JobSummaryClient as KustoJobSummaryClient
+        logger.info(f"Created Kusto JobSummaryClient for endpoint '{endpoint}'")
+        return KustoJobSummaryClient()
+    
+    @staticmethod
+    def create_job_react_time_client(endpoint: str = None):
+        """
+        Create a JobReactTimeClient for the appropriate backend.
+        
+        Args:
+            endpoint: Optional endpoint identifier for backend selection
+            
+        Returns:
+            JobReactTimeClient: Client instance (Kusto or PostgreSQL)
+        """
+        backend = StorageFactory.get_backend_for_endpoint(endpoint)
+        
+        if backend == StorageBackend.POSTGRESQL:
+            try:
+                from ltp_postgresql_sdk.features.job_react_time.client import (
+                    JobReactTimeClient as PgJobReactTimeClient
+                )
+                logger.info(f"Created PostgreSQL JobReactTimeClient for endpoint '{endpoint}'")
+                return PgJobReactTimeClient()
+            except ImportError as e:
+                logger.error(f"Failed to import PostgreSQL SDK: {e}")
+                logger.warning("Falling back to Kusto")
+        
+        # Kusto backend (default/fallback)
+        from ltp_kusto_sdk.features.job_react_time.client import JobReactTimeClient as KustoJobReactTimeClient
+        logger.info(f"Created Kusto JobReactTimeClient for endpoint '{endpoint}'")
+        return KustoJobReactTimeClient()
+
+
+# Convenience functions for backward compatibility
+def create_node_status_client(endpoint: str = None):
+    """Create a NodeStatusClient for the appropriate backend."""
+    return StorageFactory.create_node_status_client(endpoint)
+
+
+def create_node_action_client(endpoint: str = None):
+    """Create a NodeActionClient for the appropriate backend."""
+    return StorageFactory.create_node_action_client(endpoint)
+
+
+def create_alert_client(endpoint: str = None):
+    """Create an AlertClient for the appropriate backend."""
+    return StorageFactory.create_alert_client(endpoint)
+
+
+def create_job_summary_client(endpoint: str = None):
+    """Create a JobSummaryClient for the appropriate backend."""
+    return StorageFactory.create_job_summary_client(endpoint)
+
+
+def create_job_react_time_client(endpoint: str = None):
+    """Create a JobReactTimeClient for the appropriate backend."""
+    return StorageFactory.create_job_react_time_client(endpoint)
+
diff --git a/src/ltp-storage-common/ltp_storage/utils/__init__.py b/src/ltp-storage-common/ltp_storage/utils/__init__.py
new file mode 100644
index 00000000..c95410aa
--- /dev/null
+++ b/src/ltp-storage-common/ltp_storage/utils/__init__.py
@@ -0,0 +1,5 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Shared utilities for LTP storage."""
+
diff --git a/src/kusto-sdk/ltp_kusto_sdk/utils/request_util.py b/src/ltp-storage-common/ltp_storage/utils/request_util.py
similarity index 89%
rename from src/kusto-sdk/ltp_kusto_sdk/utils/request_util.py
rename to src/ltp-storage-common/ltp_storage/utils/request_util.py
index 27288f02..fec22095 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/utils/request_util.py
+++ b/src/ltp-storage-common/ltp_storage/utils/request_util.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import json
 import os
 import logging
@@ -38,8 +41,8 @@ def get_request(url, token):
         return response
 
     @staticmethod
-    def prometheus_query(query, data, retry=3, entrypoint="we"):
-        query = f"https://{entrypoint}.openpai.org/prometheus/api/v1/{query}"
+    def prometheus_query(query, data, uri, retry=3):
+        query = f"{uri}/api/v1/{query}"
         token = os.getenv("PAI_TOKEN")
         while retry > 0:
             response = RequestUtil.get_request(query, token)
diff --git a/src/kusto-sdk/ltp_kusto_sdk/utils/time_util.py b/src/ltp-storage-common/ltp_storage/utils/time_util.py
similarity index 57%
rename from src/kusto-sdk/ltp_kusto_sdk/utils/time_util.py
rename to src/ltp-storage-common/ltp_storage/utils/time_util.py
index 0fff3d78..d4616eaa 100644
--- a/src/kusto-sdk/ltp_kusto_sdk/utils/time_util.py
+++ b/src/ltp-storage-common/ltp_storage/utils/time_util.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from datetime import timedelta
 from datetime import datetime, timezone
 
@@ -7,15 +10,15 @@
 def parse_duration(duration_str):
     """Convert a Prometheus-style duration (e.g., '6h') to a timedelta object."""
     if duration_str.endswith("h") or duration_str.endswith("hours"):
-        return timedelta(hours=int(duration_str.strip("h").strip("hours")))
+        return timedelta(hours=int(float(duration_str.strip("h").strip("hours"))))
     elif duration_str.endswith("m") or duration_str.endswith("minutes"):
-        return timedelta(minutes=int(duration_str.strip("m").strip("minutes")))
+        return timedelta(minutes=int(float(duration_str.strip("m").strip("minutes"))))
     elif duration_str.endswith("s") or duration_str.endswith("seconds"):
-        return timedelta(seconds=int(duration_str.strip("s").strip("seconds")))
+        return timedelta(seconds=int(float(duration_str.strip("s").strip("seconds"))))
     elif duration_str.endswith("d") or duration_str.endswith("days"):
-        return timedelta(days=int(duration_str.strip("d").strip("days")))
+        return timedelta(days=int(float(duration_str.strip("d").strip("days"))))
     elif duration_str.endswith("w") or duration_str.endswith("weeks"):
-        return timedelta(weeks=int(duration_str.strip("w").strip("weeks")))
+        return timedelta(weeks=int(float(duration_str.strip("w").strip("weeks"))))
     else:
         raise ValueError(
             f"Unsupported duration format: {duration_str}. The duration must end with 'h', 'm', 's', 'd', or 'w'."
@@ -33,13 +36,13 @@ def convert_timestamp(timestamp_str, format="timestamp"):
     Returns:
         Timestamp in requested format
     """
-    # Step 1: Convert input to epoch timestamp (int)
+    # Step 1: Convert input to epoch seconds (float to preserve sub-second precision)
     if isinstance(timestamp_str, (int, float)):
-        # For numeric inputs, use directly as epoch timestamp
-        epoch_timestamp = int(timestamp_str)
+        # For numeric inputs, use directly as epoch seconds
+        epoch_seconds = float(timestamp_str)
     elif isinstance(timestamp_str, datetime):
-        # For datetime objects, convert to epoch
-        epoch_timestamp = int(timestamp_str.timestamp())
+        # For datetime objects, convert to epoch seconds
+        epoch_seconds = timestamp_str.timestamp()
     elif isinstance(timestamp_str, str):
         # For string inputs, handle different formats
         if timestamp_str.endswith("Z"):
@@ -48,18 +51,23 @@ def convert_timestamp(timestamp_str, format="timestamp"):
             # Keep the T for ISO format which pd.to_datetime can handle
             pass
 
-        # Convert string to epoch timestamp
-        epoch_timestamp = int(pd.to_datetime(timestamp_str).timestamp())
+        # Convert string to epoch seconds
+        epoch_seconds = pd.to_datetime(timestamp_str).timestamp()
     else:
         raise ValueError(f"Invalid timestamp type: {type(timestamp_str)}")
 
     # Step 2: Convert epoch timestamp to requested output format
     if format == "timestamp":
-        return epoch_timestamp
+        return int(epoch_seconds)
     elif format == "datetime":
-        return datetime.fromtimestamp(epoch_timestamp, tz=timezone.utc)
+        return datetime.fromtimestamp(epoch_seconds, tz=timezone.utc)
     elif format == "str":
-        dt = datetime.fromtimestamp(epoch_timestamp, tz=timezone.utc)
+        dt = datetime.fromtimestamp(epoch_seconds, tz=timezone.utc)
         return dt.strftime("%Y-%m-%dT%H:%M:%S.%fZ")
+    elif format == "datetime_naive":
+        return datetime.fromtimestamp(epoch_seconds, tz=timezone.utc).replace(tzinfo=None)
+    elif format == "str_naive":
+        dt = datetime.fromtimestamp(epoch_seconds, tz=timezone.utc).replace(tzinfo=None)
+        return dt.strftime("%Y-%m-%dT%H:%M:%S.%f")
     else:
         raise ValueError(f"Invalid format type: {format}")
diff --git a/src/ltp-storage-common/setup.py b/src/ltp-storage-common/setup.py
new file mode 100644
index 00000000..abdbdf9f
--- /dev/null
+++ b/src/ltp-storage-common/setup.py
@@ -0,0 +1,35 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+from setuptools import setup, find_packages
+
+setup(
+    name="ltp-storage-common",
+    version="0.1.0",
+    packages=find_packages(),
+    package_dir={"ltp_storage": "ltp_storage"},
+    install_requires=[
+        "python-dateutil>=2.8.0",
+        "pandas>=1.0.0",
+    ],
+    extras_require={
+        "dev": [
+            "pytest>=7.0.0",
+        ]
+    },
+    python_requires=">=3.8",
+    description="Common storage interfaces, data schemas, and utilities for LTP platform.",
+    long_description="Shared package for LTP storage backends (Kusto, PostgreSQL). "
+                     "Provides data models, abstract interfaces, and factory pattern for runtime backend selection.",
+    classifiers=[
+        "Development Status :: 3 - Alpha",
+        "Intended Audience :: Developers",
+        "License :: OSI Approved :: MIT License",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
+    ],
+)
+
diff --git a/src/model-proxy/build/model-proxy.common.dockerfile b/src/model-proxy/build/model-proxy.common.dockerfile
new file mode 100644
index 00000000..4dea6ec5
--- /dev/null
+++ b/src/model-proxy/build/model-proxy.common.dockerfile
@@ -0,0 +1,18 @@
+# Build stage
+FROM golang:1.25.0 AS builder
+WORKDIR /app
+
+COPY ./src /app/model-proxy
+
+RUN cd /app/model-proxy && go mod tidy && \
+    CGO_ENABLED=0 GOOS=linux go build -o /app/bin/modelproxy
+
+# Final stage
+FROM ubuntu:latest
+WORKDIR /app
+
+RUN apt-get update
+
+RUN apt-get upgrade -y
+
+COPY --from=builder /app/bin/modelproxy /app/bin/modelproxy
diff --git a/src/model-proxy/config/model-proxy.yaml b/src/model-proxy/config/model-proxy.yaml
new file mode 100644
index 00000000..c6fa1740
--- /dev/null
+++ b/src/model-proxy/config/model-proxy.yaml
@@ -0,0 +1,8 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+service_type: "common"
+
+port: 9999
+retry: 5
+concurrency: 10
\ No newline at end of file
diff --git a/src/model-proxy/config/model_proxy.py b/src/model-proxy/config/model_proxy.py
new file mode 100644
index 00000000..3549c705
--- /dev/null
+++ b/src/model-proxy/config/model_proxy.py
@@ -0,0 +1,33 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import copy
+
+class ModelProxy(object):
+    def __init__(self, cluster_conf, service_conf, default_service_conf):
+        self.cluster_conf = cluster_conf
+        self.service_conf = service_conf
+        self.default_service_conf = default_service_conf
+
+    def get_master_ip(self):
+        for host_conf in self.cluster_conf["machine-list"]:
+            if "pai-master" in host_conf and host_conf["pai-master"] == "true":
+                return host_conf["hostip"]
+
+    def validation_pre(self):
+        return True, None
+
+    def run(self):
+        result = copy.deepcopy(self.default_service_conf)
+        result.update(self.service_conf)
+        result["host"] = self.get_master_ip()
+        result["url"] = "http://{0}:{1}".format(self.get_master_ip(), result["port"])
+        return result
+
+    def validation_post(self, conf):
+        port = conf["model-proxy"].get("port")
+        if type(port) != int:
+            msg = "expect port in model-proxy to be int but get %s with type %s" % \
+                    (port, type(port))
+            return False, msg
+        return True, None
diff --git a/src/model-proxy/deploy/delete.sh b/src/model-proxy/deploy/delete.sh
new file mode 100644
index 00000000..fd6a77ef
--- /dev/null
+++ b/src/model-proxy/deploy/delete.sh
@@ -0,0 +1,12 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+echo "Call stop script to stop all service first"
+/bin/bash stop.sh || exit $?
+
+
+popd > /dev/null
\ No newline at end of file
diff --git a/src/model-proxy/deploy/model-proxy.yaml.template b/src/model-proxy/deploy/model-proxy.yaml.template
new file mode 100644
index 00000000..3f68aa8f
--- /dev/null
+++ b/src/model-proxy/deploy/model-proxy.yaml.template
@@ -0,0 +1,62 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+kind: DaemonSet
+apiVersion: apps/v1
+metadata:
+  name: model-proxy-ds
+spec:
+  selector:
+    matchLabels:
+      app: model-proxy
+  template:
+    metadata:
+      labels:
+        app: model-proxy
+    spec:
+      tolerations:
+      - key: node-role.kubernetes.io/master
+        effect: NoSchedule
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
+      containers:
+      - name: model-proxy
+        image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}model-proxy:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+        imagePullPolicy: Always
+        command: ["/app/bin/modelproxy"]
+        args:
+          - "--port={{ cluster_cfg['model-proxy']['port'] }}"
+          - "--retry={{ cluster_cfg['model-proxy']['retry'] }}"
+          - "--logdir=/usr/local/ltp/model-proxy/logs"
+        env:
+        - name: REST_SERVER_URI
+          value: {{ cluster_cfg["rest-server"]["uri"] }}
+        - name: FETCH_JOB_CONCURRENCY
+          value: "{{ cluster_cfg['model-proxy']['concurrency'] }}"
+        volumeMounts:
+        {%- if cluster_cfg['model-proxy']['log_pvc'] %}
+        - name: model-proxy-log-storage
+          mountPath: /usr/local/ltp/model-proxy
+        {%- else %}
+        - name: model-proxy-log
+          mountPath: /usr/local/ltp/model-proxy
+        {%- endif %}
+        ports:
+        - containerPort: {{ cluster_cfg["model-proxy"]["port"] }}
+          hostPort: {{ cluster_cfg["model-proxy"]["port"] }}
+          name: model-proxy
+        livenessProbe:
+          httpGet:
+            path: '/healthz'
+            port: model-proxy
+          initialDelaySeconds: 10
+          periodSeconds: 60
+      volumes:
+      - name: model-proxy-log
+        hostPath:
+          path: /var/log/model-proxy
+      {%- if cluster_cfg['model-proxy']['log_pvc'] %}
+      - name: model-proxy-log-storage
+        persistentVolumeClaim:
+          claimName: {{ cluster_cfg['model-proxy']['log_pvc'] }}
+      {%- endif %}
diff --git a/src/model-proxy/deploy/refresh.sh b/src/model-proxy/deploy/refresh.sh
new file mode 100644
index 00000000..bd50ad3d
--- /dev/null
+++ b/src/model-proxy/deploy/refresh.sh
@@ -0,0 +1,11 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+bash stop.sh
+bash start.sh
+
+popd > /dev/null
diff --git a/src/model-proxy/deploy/service.yaml b/src/model-proxy/deploy/service.yaml
new file mode 100644
index 00000000..a2fe7ea9
--- /dev/null
+++ b/src/model-proxy/deploy/service.yaml
@@ -0,0 +1,21 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+cluster-type:
+  - yarn
+  - k8s
+
+prerequisite:
+  - rest-server
+
+template-list:
+  - model-proxy.yaml
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+refresh-script: refresh.sh
+
+
+deploy-rules:
+  - in: pai-master
diff --git a/src/model-proxy/deploy/start.sh b/src/model-proxy/deploy/start.sh
new file mode 100644
index 00000000..27720c02
--- /dev/null
+++ b/src/model-proxy/deploy/start.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+kubectl apply --overwrite=true -f model-proxy.yaml || exit $?
+
+# Wait until the service is ready.
+PYTHONPATH="../../../deployment" python -m  k8sPaiLibrary.monitorTool.check_pod_ready_status -w -k app -v model-proxy || exit $?
+
+popd > /dev/null
diff --git a/src/model-proxy/deploy/stop.sh b/src/model-proxy/deploy/stop.sh
new file mode 100644
index 00000000..9a19435e
--- /dev/null
+++ b/src/model-proxy/deploy/stop.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+kubectl delete --ignore-not-found --now "daemonset/model-proxy-ds"
diff --git a/src/model-proxy/src/.gitignore b/src/model-proxy/src/.gitignore
new file mode 100644
index 00000000..23b58a97
--- /dev/null
+++ b/src/model-proxy/src/.gitignore
@@ -0,0 +1,20 @@
+# Binaries for programs and plugins
+*.exe
+*.exe~
+*.dll
+*.so
+*.dylib
+
+# Test binary, built with `go test -c`
+*.test
+
+# Output of the go coverage tool, specifically when used with LiteIDE
+*.out
+
+# Dependency directories (remove the comment below to include it)
+# vendor/
+
+bin
+Traces
+
+venv
\ No newline at end of file
diff --git a/src/model-proxy/src/README.md b/src/model-proxy/src/README.md
new file mode 100644
index 00000000..36ca0387
--- /dev/null
+++ b/src/model-proxy/src/README.md
@@ -0,0 +1,41 @@
+# Instruction of model-proxy
+
+## Overview
+
+Model-proxy is a proxy service to forward requests from clients to different model jobs in LTP cluster. With one base url, client can access different models by specifying different model name in the request path, `model-proxy` service will forward the request to corresponding model job. If there are multiple jobs which are serving the same model, `model-proxy` will do load balancing among these jobs.
+
+Workflow:
+
+1. Client sends request to `model-proxy` service to list all models by `/v1/models` endpoint.
+   - During the list request, `model-proxy` will query LTP REST server to get all model serving jobs which the user can access, and then list all models which are being served by these jobs.
+
+2. Client sends request to `model-proxy` service to access a specific model by openai sepc api request format, e.g. `POST /v1/chat/completions` with request body containing model name.
+   - During the access request, `model-proxy` will query LTP REST server to get all model serving jobs which are serving the requested model, and then forward the request to one of these jobs. If there are multiple jobs, `model-proxy` will do load balancing among these jobs.
+
+## Configuration
+
+### Requirements 
+
+- LTP model serving jobs should be deployed in the LTP cluster, and names of these jobs must include `model-serving`.
+
+- LTP model serving jobs should support openai spec api, e.g. `/v1/chat/completions` endpoint. 
+   * The endpoints should use the first taskrole's ip and port.
+   * The api key which is configured in model-proxy service should be supported by these endpoints. So if users want to make their model serving jobs accessible by model-proxy, they need to configure the same api key in their jobs, which will be provided by the cluster admin.
+
+### Binary configuration
+
+Model-proxy binary can be configured by flags:
+
+- `--port`: the port that model-proxy service listens on, default is 9999
+- `--retry`: the retry times when forwarding request to model job, default is 5
+- `--logdir`: the directory to store log files, default is `./logs`
+- `--modelkey`: the key which is used to request model serving jobs in the LTP cluster.
+
+### Service configuration
+
+```yaml
+model-proxy:  
+    port: 9999
+    retry: 5
+    modelkey: "ABCD1234"  # the api key to access model serving jobs
+```
diff --git a/src/model-proxy/src/go.mod b/src/model-proxy/src/go.mod
new file mode 100644
index 00000000..41b67d82
--- /dev/null
+++ b/src/model-proxy/src/go.mod
@@ -0,0 +1,3 @@
+module modelproxy
+
+go 1.25
diff --git a/src/model-proxy/src/main.go b/src/model-proxy/src/main.go
new file mode 100644
index 00000000..e5f69833
--- /dev/null
+++ b/src/model-proxy/src/main.go
@@ -0,0 +1,48 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package main
+
+import (
+	"flag"
+
+	"modelproxy/proxy"
+	"modelproxy/trace"
+	"modelproxy/types"
+)
+
+var (
+	port       int
+	maxRetries int = 5 // default value
+	logFileDir string
+)
+
+func init() {
+	flag.IntVar(&port, "port", 9999, "port for the proxy server")
+	flag.IntVar(&maxRetries, "retry", 5, "max retries for the request to the model server")
+	flag.StringVar(&logFileDir, "logdir", "./logs", "path to the log file directory")
+}
+
+func main() {
+	flag.Parse()
+
+	config := types.Config{
+		Server: &types.Server{
+			Host:       "0.0.0.0",
+			Port:       port,
+			MaxRetries: maxRetries,
+		},
+		Log: &types.Log{
+			LogStorage: &types.LogStorage{
+				LocalFolder:  logFileDir,
+				AzureStorage: nil,
+			},
+			TraceRelatedKeys: []string{},
+		},
+	}
+	ph := proxy.NewProxyHandler(&config)
+	traceLogger := trace.NewJsonFileLogger(logFileDir)
+
+	ph.StartProxy(traceLogger)
+
+}
diff --git a/src/model-proxy/src/proxy/authenticator.go b/src/model-proxy/src/proxy/authenticator.go
new file mode 100644
index 00000000..fa3ed8f7
--- /dev/null
+++ b/src/model-proxy/src/proxy/authenticator.go
@@ -0,0 +1,103 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package proxy
+
+import (
+	"log"
+	"net/http"
+	"strings"
+	"sync"
+	"time"
+
+	"modelproxy/types"
+)
+
+// obfuscateToken returns a truncated identifier for safely logging tokens.
+func obfuscateToken(token string) string {
+	if len(token) <= 6 {
+		return "<redacted>"
+	}
+	return token[:3] + "***" + token[len(token)-3:]
+}
+
+const RefreshIntervalSeconds = 600 // 10 minutes
+type RestServerAuthenticator struct {
+	// rest-server token => model names => model service list
+	tokenToModels    map[string]map[string][]*types.BaseSpec
+	tokenUpdatedTime map[string]int64
+	mu               sync.RWMutex
+}
+
+func NewRestServerAuthenticator() *RestServerAuthenticator {
+	return &RestServerAuthenticator{
+		tokenToModels:    make(map[string]map[string][]*types.BaseSpec),
+		tokenUpdatedTime: make(map[string]int64),
+	}
+}
+
+// UpdateTokenModels updates the model mapping for a given token
+func (ra *RestServerAuthenticator) UpdateTokenModels(token string, model2Service map[string][]*types.BaseSpec) {
+	ra.mu.Lock()
+	defer ra.mu.Unlock()
+	if ra.tokenToModels == nil {
+		ra.tokenToModels = make(map[string]map[string][]*types.BaseSpec)
+	}
+	if ra.tokenUpdatedTime == nil {
+		ra.tokenUpdatedTime = make(map[string]int64)
+	}
+	ra.tokenToModels[token] = model2Service
+	ra.tokenUpdatedTime[token] = time.Now().Unix()
+}
+
+// Check if the request is authenticated and return the available model urls
+func (ra *RestServerAuthenticator) AuthenticateReq(req *http.Request, reqBody map[string]interface{}) (bool, []*types.BaseSpec) {
+	token := req.Header.Get("Authorization")
+	token = strings.Replace(token, "Bearer ", "", 1)
+	//  read request body
+	model, ok := reqBody["model"].(string)
+	if !ok {
+		log.Printf("[-] Error: 'model' field missing or not a string in request body")
+		return false, nil
+	}
+
+	ra.mu.RLock()
+	availableModels, ok := ra.tokenToModels[token]
+	tokenLastUpdated, timeOk := ra.tokenUpdatedTime[token]
+	ra.mu.RUnlock()
+
+	if !ok {
+		log.Printf("[-] Error: token %s not found in the authenticator\n", obfuscateToken(token))
+	}
+	if !timeOk || time.Now().Unix()-tokenLastUpdated > RefreshIntervalSeconds {
+		log.Printf("[-] Error: token %s info is outdated in the authenticator\n", obfuscateToken(token))
+	}
+	// If the token is not found or the token info is older than RefreshIntervalSeconds, refresh it
+
+	if !ok || !timeOk || time.Now().Unix()-tokenLastUpdated > RefreshIntervalSeconds {
+		// request to RestServer to get the models
+		freshModels, err := ListJobModelsMapping(req)
+		if err != nil {
+			log.Printf("[-] Error: failed to get models for token %s: %v\n", obfuscateToken(token), err)
+			return false, nil
+		}
+		ra.UpdateTokenModels(token, freshModels)
+
+		availableModels = freshModels
+		log.Printf("[*] Refreshed models for token %s: %v\n", obfuscateToken(token), availableModels)
+	}
+	if len(availableModels) == 0 {
+		log.Printf("[-] Error: no models found")
+		return false, nil
+	}
+	if model == "" {
+		log.Printf("[-] Error: model is empty")
+		return false, nil
+	}
+	for m, v := range availableModels {
+		if m == model {
+			return true, v
+		}
+	}
+	return false, nil
+}
diff --git a/src/model-proxy/src/proxy/load_balancer.go b/src/model-proxy/src/proxy/load_balancer.go
new file mode 100644
index 00000000..eabced6d
--- /dev/null
+++ b/src/model-proxy/src/proxy/load_balancer.go
@@ -0,0 +1,53 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package proxy
+
+import (
+	"math/rand"
+	"net/url"
+
+	"modelproxy/types"
+)
+
+// UrlPoller can generate the destination url by polling the provided base url list
+type UrlPoller struct {
+	OriUrl string
+	BSL    types.BaseSpecList
+	Seed   int
+}
+
+func NewUrlPoller(url string, bsl types.BaseSpecList) *UrlPoller {
+	if len(bsl) == 0 {
+		return nil
+	}
+	return &UrlPoller{
+		OriUrl: url,
+		BSL:    bsl,
+		Seed:   rand.Intn(len(bsl)),
+	}
+}
+
+func NewUrlPollerWithKey(url string, modelServices []*types.BaseSpec) *UrlPoller {
+	if len(modelServices) == 0 {
+		return nil
+	}
+	bsl := make(types.BaseSpecList, 0, len(modelServices))
+	for _, v := range modelServices {
+		bsl = append(bsl, &types.BaseSpecStatistic{
+			BaseSpec: &types.BaseSpec{
+				URL: v.URL,
+				Key: v.Key,
+			},
+		})
+	}
+	return NewUrlPoller(url, bsl)
+}
+
+// GetUrlAndKey will return the new url and the key of the base spec
+func (ug *UrlPoller) GetUrlAndKey() (*url.URL, string) {
+	baseSpec := ug.BSL[ug.Seed%len(ug.BSL)]
+	newUrl := ReplaceBaseURL(ug.OriUrl, baseSpec.BaseSpec)
+	ug.Seed += 1
+	return newUrl, baseSpec.Key
+}
diff --git a/src/model-proxy/src/proxy/model_server.go b/src/model-proxy/src/proxy/model_server.go
new file mode 100644
index 00000000..b9071b69
--- /dev/null
+++ b/src/model-proxy/src/proxy/model_server.go
@@ -0,0 +1,328 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package proxy
+
+import (
+	"encoding/json"
+	"fmt"
+	"io"
+	"log"
+	"net/http"
+	"os"
+	"strconv"
+	"strings"
+	"sync"
+	"time"
+
+	"modelproxy/types"
+)
+
+// Required job configuration parameters for inference jobs
+var FORCED_PARAMETERS = []string{
+	"INTERNAL_SERVER_IP",
+	"INTERNAL_SERVER_PORT",
+	"API_KEY",
+}
+
+var httpClient = &http.Client{Timeout: 120 * time.Second}
+
+func GETRequest(url string, token string) ([]byte, error) {
+	req, err := http.NewRequest(http.MethodGet, url, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to create request: %w", err)
+	}
+	token = strings.TrimPrefix(token, "Bearer ")
+	req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", token))
+
+	resp, err := httpClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to GET jobs from %s: %w", url, err)
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		body, _ := io.ReadAll(resp.Body)
+		return nil, fmt.Errorf("non-2xx response from %s: %d - %s", url, resp.StatusCode, string(body))
+	}
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("failed to read response body of %s: %w", url, err)
+	}
+
+	return body, nil
+}
+
+// ListInferenceJobs returns a list of model serving jobs with the given request
+func ListInferenceJobs(restServerUrl string, restServerToken string) ([]string, error) {
+	url := fmt.Sprintf("%s/api/v2/jobs?state=RUNNING&jobType=inference", restServerUrl)
+
+	body, err := GETRequest(url, restServerToken)
+	if err != nil {
+		return nil, fmt.Errorf("failed to GET jobs from %s: %w", url, err)
+	}
+
+	// Expected: array of jobs with fields { name, username }
+	var jobs []struct {
+		Name     string `json:"name"`
+		Username string `json:"username"`
+	}
+	if err := json.Unmarshal(body, &jobs); err != nil {
+		// Try to provide a helpful error if the shape is unexpected
+		return nil, fmt.Errorf("failed to parse jobs JSON: %w", err)
+	}
+
+	result := make([]string, 0, len(jobs))
+	for _, j := range jobs {
+		jobId := fmt.Sprintf("%s~%s", j.Username, j.Name)
+		result = append(result, jobId)
+	}
+
+	return result, nil
+}
+
+// get the forced parameters of inference job: INTERNAL_SERVER_IP, INTERNAL_SERVER_PORT, API_KEY
+func GetJobParameters(url string, restServerToken string) (string, string, string, error) {
+	body, err := GETRequest(url, restServerToken)
+	if err != nil {
+		return "", "", "", fmt.Errorf("failed to GET job config from %s: %w", url, err)
+	}
+
+	var jobConfig struct {
+		Parameters map[string]string `json:"parameters"`
+	}
+
+	if err := json.Unmarshal(body, &jobConfig); err != nil {
+		return "", "", "", fmt.Errorf("failed to parse job config JSON: %w", err)
+	}
+
+	for _, para := range FORCED_PARAMETERS {
+		if _, ok := jobConfig.Parameters[para]; !ok {
+			return "", "", "", fmt.Errorf("missing forced parameter %s in job config", para)
+		}
+	}
+	return jobConfig.Parameters["INTERNAL_SERVER_IP"], jobConfig.Parameters["INTERNAL_SERVER_PORT"], jobConfig.Parameters["API_KEY"], nil
+}
+
+// return the job server url
+func GetJobServerUrl(url string, restServerToken string, jobId string) (string, error) {
+
+	body, err := GETRequest(url, restServerToken)
+	if err != nil {
+		return "", fmt.Errorf("failed to GET job details from %s: %w", url, err)
+	}
+
+	// Parse expected job details:
+	// { taskRoles: { roleName: { taskStatuses: [ { containerIp: "...", containerPorts: { "http": "port" } } ] } } }
+	var details struct {
+		TaskRoles map[string]struct {
+			TaskStatuses []struct {
+				ContainerIp    string            `json:"containerIp"`
+				ContainerPorts map[string]string `json:"containerPorts"`
+			} `json:"taskStatuses"`
+		} `json:"taskRoles"`
+	}
+	if err := json.Unmarshal(body, &details); err != nil {
+		return "", fmt.Errorf("failed to parse job details JSON: %w", err)
+	}
+
+	if len(details.TaskRoles) == 0 {
+		return "", fmt.Errorf("no taskRoles found for job %s", jobId)
+	}
+
+	// Pick first role, first taskStatus
+	for _, role := range details.TaskRoles {
+		if len(role.TaskStatuses) == 0 {
+			continue
+		}
+		ts := role.TaskStatuses[0]
+		if ts.ContainerIp == "" {
+			return "", fmt.Errorf("no containerIp found for job %s", jobId)
+		}
+		// prefer http port
+		port, ok := ts.ContainerPorts["http"]
+		if !ok || port == "" {
+			return "", fmt.Errorf("no http port found for job %s", jobId)
+		}
+		// return the internal url
+		jobServerUrl := fmt.Sprintf("http://%s:%s", ts.ContainerIp, port)
+		return jobServerUrl, nil
+	}
+
+	return "", fmt.Errorf("no taskStatuses found for job %s", jobId)
+}
+
+// return model names list
+func listModels(jobServerUrl string, modelApiKey string) ([]string, error) {
+	if jobServerUrl == "" {
+		return nil, fmt.Errorf("empty jobServerUrl")
+	}
+	// ensure no trailing slash
+	jobServerUrl = strings.TrimRight(jobServerUrl, "/")
+	url := fmt.Sprintf("%s/v1/models", jobServerUrl)
+
+	body, err := GETRequest(url, modelApiKey)
+	if err != nil {
+		return nil, fmt.Errorf("failed to list models from %s: %w", url, err)
+	}
+
+	// Try the expected shape: { data: [{ id: "model1" }, ...] }
+	var wrapper struct {
+		Data []struct {
+			ID string `json:"id"`
+		} `json:"data"`
+	}
+	if err := json.Unmarshal(body, &wrapper); err == nil && len(wrapper.Data) > 0 {
+		result := make([]string, 0, len(wrapper.Data))
+		for _, m := range wrapper.Data {
+			if m.ID != "" {
+				result = append(result, m.ID)
+			}
+		}
+		return result, nil
+	}
+
+	// Fallback: maybe the endpoint returns an array of objects or strings
+	var arr []map[string]interface{}
+	if err := json.Unmarshal(body, &arr); err == nil && len(arr) > 0 {
+		result := []string{}
+		for _, item := range arr {
+			if idv, ok := item["id"].(string); ok && idv != "" {
+				result = append(result, idv)
+				continue
+			}
+			if namev, ok := item["name"].(string); ok && namev != "" {
+				result = append(result, namev)
+				continue
+			}
+		}
+		if len(result) > 0 {
+			return result, nil
+		}
+	}
+
+	// Fallback: maybe it's an array of strings
+	var strArr []string
+	if err := json.Unmarshal(body, &strArr); err == nil && len(strArr) > 0 {
+		return strArr, nil
+	}
+
+	// No models found
+	return nil, fmt.Errorf("no models found at %s", url)
+}
+
+// return JobURL => models
+func ListJobModelsMapping(req *http.Request) (map[string][]*types.BaseSpec, error) {
+	// modelName to job server url list
+	modelJobMapping := make(map[string][]*types.BaseSpec)
+
+	if req == nil || req.Host == "" {
+		return modelJobMapping, fmt.Errorf("invalid request or empty host")
+	}
+	// get rest server base url from the os environment variable
+	restServerUrl := os.Getenv("REST_SERVER_URI")
+	if restServerUrl == "" {
+		return modelJobMapping, fmt.Errorf("REST_SERVER_URI environment variable is not set")
+	}
+	// Ensure restServerUrl doesn't end with slash
+	restServerUrl = strings.TrimRight(restServerUrl, "/")
+
+	restServerToken := req.Header.Get("Authorization")
+	jobIDs, err := ListInferenceJobs(restServerUrl, restServerToken)
+	if err != nil {
+		return modelJobMapping, fmt.Errorf("failed to list model serving jobs: %w", err)
+	}
+
+	// Channel to collect results
+	type ModelEndpoint struct {
+		modelName    string
+		modelService *types.BaseSpec
+	}
+	concurrency, err := strconv.Atoi(os.Getenv("FETCH_JOB_CONCURRENCY"))
+	if err != nil {
+		log.Printf("[-] Error: invalid FETCH_JOB_CONCURRENCY value: %s\n", err)
+		concurrency = 10 // default value
+	}
+	allModelEndpoints := make(chan ModelEndpoint, concurrency) // Buffer for potential models
+
+	// Use a wait group to run jobs in parallel
+	var wg sync.WaitGroup
+
+	// Limit concurrent goroutines to avoid overwhelming the server
+	semaphore := make(chan struct{}, concurrency) // Allow up to `concurrency` concurrent goroutines
+
+	for _, jobId := range jobIDs {
+		if jobId == "" {
+			continue
+		}
+
+		wg.Add(1)
+		go func(jobId string) {
+			defer wg.Done()
+
+			// Acquire semaphore
+			semaphore <- struct{}{}
+			defer func() { <-semaphore }()
+
+			jobStatusQueryUrl := fmt.Sprintf("%s/api/v2/jobs/%s", restServerUrl, jobId)
+			jobServerUrl, err := GetJobServerUrl(jobStatusQueryUrl, restServerToken, jobId)
+			if err != nil {
+				// skip this job but continue with others
+				log.Printf("[-] Error: failed to get job server URL for job %s: %s\n", jobId, err)
+				return
+			}
+			jobConfigQueryUrl := fmt.Sprintf("%s/api/v2/jobs/%s/config", restServerUrl, jobId)
+			_, _, apiKey, err := GetJobParameters(jobConfigQueryUrl, restServerToken)
+			if err != nil {
+				// skip this job but continue with others
+				log.Printf("[-] Error: failed to get job parameters for job %s: %s\n", jobId, err)
+				return
+			}
+			// list models from the job server
+			models, err := listModels(jobServerUrl, apiKey)
+			if err != nil {
+				// skip if cannot list models
+				log.Printf("[-] Error: failed to list models for job %s: %s\n", jobId, err)
+				return
+			}
+
+			userName := strings.Split(jobId, "~")[0]
+			jobName := strings.Split(jobId, "~")[1]
+			// Send results to channel
+			for _, model := range models {
+				allModelEndpoints <- ModelEndpoint{
+					modelName: model,
+					modelService: &types.BaseSpec{
+						URL:      jobServerUrl,
+						Key:      apiKey,
+						JobName:  jobName,
+						UserName: userName,
+					},
+				}
+			}
+		}(jobId)
+	}
+
+	// Close the results channel when all goroutines are done
+	go func() {
+		wg.Wait()
+		close(allModelEndpoints)
+	}()
+
+	// Collect results from channel
+	for result := range allModelEndpoints {
+		if _, ok := modelJobMapping[result.modelName]; !ok {
+			modelJobMapping[result.modelName] = make([]*types.BaseSpec, 0)
+		}
+		modelJobMapping[result.modelName] = append(modelJobMapping[result.modelName], result.modelService)
+		jobModelName := fmt.Sprintf("%s@%s", result.modelService.JobName, result.modelName)
+
+		// Also map jobName@modelName to the model service which allows users to specify the job name in the model field
+		if _, ok := modelJobMapping[jobModelName]; !ok {
+			modelJobMapping[jobModelName] = make([]*types.BaseSpec, 0)
+		}
+		modelJobMapping[jobModelName] = append(modelJobMapping[jobModelName], result.modelService)
+	}
+
+	return modelJobMapping, nil
+}
diff --git a/src/model-proxy/src/proxy/proxy.go b/src/model-proxy/src/proxy/proxy.go
new file mode 100644
index 00000000..619eb451
--- /dev/null
+++ b/src/model-proxy/src/proxy/proxy.go
@@ -0,0 +1,273 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package proxy
+
+import (
+	"bytes"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"log"
+	"net/http"
+	"net/http/httputil"
+	"sort"
+	"strconv"
+	"strings"
+	"time"
+
+	"modelproxy/trace"
+	"modelproxy/types"
+)
+
+// hookWriter is a wrapper of http.ResponseWriter, which can get the response body and status code, and does not dis
+type hookWriter struct {
+	http.ResponseWriter
+	status int
+	body   []string
+}
+
+// Implement the Write method of http.ResponseWriter. It can record the response body
+func (w *hookWriter) Write(data []byte) (int, error) {
+	w.body = append(w.body, string(data))
+	// Disable nginx buffering (do this before first write)
+	if len(w.body) == 1 { // First write
+		w.Header().Set("X-Accel-Buffering", "no")
+	}
+
+	n, err := w.ResponseWriter.Write(data)
+	// Flush the response writer immediately if it implements http.Flusher
+	if flusher, ok := w.ResponseWriter.(http.Flusher); ok {
+		flusher.Flush()
+	}
+	return n, err
+}
+
+// Implement the WriteHeader method of http.ResponseWriter. It can record the status code
+func (w *hookWriter) WriteHeader(statusCode int) {
+	w.status = statusCode
+	w.ResponseWriter.WriteHeader(statusCode)
+}
+
+// ProxyHandler is the key struct for proxy server
+type ProxyHandler struct {
+	authenticator *RestServerAuthenticator
+	port          int
+	maxRetries    int
+	// traceRelatedKeys is the keys that will be logged in trace, but will be filtered in the api request
+	traceRelatedKeys map[string]struct{}
+}
+
+// NewProxyHandler create a new ProxyHandler according to the config
+func NewProxyHandler(config *types.Config) *ProxyHandler {
+	traceRelatedKeys := make(map[string]struct{})
+	for _, key := range config.Log.TraceRelatedKeys {
+		traceRelatedKeys[key] = struct{}{}
+	}
+
+	return &ProxyHandler{
+		authenticator:    NewRestServerAuthenticator(),
+		port:             config.Server.Port,
+		maxRetries:       config.Server.MaxRetries,
+		traceRelatedKeys: traceRelatedKeys,
+	}
+}
+
+// listAllModels list all models from the rest server and return the models in OpenAI style response
+func (ph *ProxyHandler) listAllModels(r *http.Request) ([]byte, error) {
+	log.Printf("[*] receive a models list request from %s\n", r.RemoteAddr)
+	model2Service, internalErr := ListJobModelsMapping(r)
+	if internalErr != nil {
+		errorMsg := fmt.Sprintf("[-] Error: failed to list models: %v\n", internalErr)
+		internalErr = errors.New(errorMsg)
+		return nil, internalErr
+	}
+	// Update the ph.authenticator
+	token := r.Header.Get("Authorization")
+	token = strings.Replace(token, "Bearer ", "", 1)
+	ph.authenticator.UpdateTokenModels(token, model2Service)
+
+	// convert models list to OpenAI style list and write it to w
+	ids := make([]string, 0, len(model2Service))
+	for id := range model2Service {
+		ids = append(ids, id)
+	}
+	sort.Strings(ids)
+
+	list := map[string]interface{}{
+		"object": "list",
+		"data":   make([]map[string]interface{}, 0, len(ids)),
+	}
+	for _, id := range ids {
+		item := map[string]interface{}{
+			"id":     id,
+			"object": "model",
+			// intentionally not including created or owned_by
+		}
+		list["data"] = append(list["data"].([]map[string]interface{}), item)
+	}
+
+	out, internalErr := json.Marshal(list)
+	if internalErr != nil {
+		errorMsg := fmt.Sprintf("[-] Error: failed to marshal models list: %v\n", internalErr)
+		internalErr = errors.New(errorMsg)
+		return nil, internalErr
+	}
+
+	return out, nil
+}
+
+// ReverseProxyHandler act as a reverse proxy, it will redirect the request to the destination website and return the response
+func (ph *ProxyHandler) ReverseProxyHandler(w http.ResponseWriter, r *http.Request) (string, []string, bool) {
+	log.Printf("[*] receive a request: %s %s\n", r.Method, r.URL.String())
+	// handle /healthz
+	if r.URL.Path == "/healthz" {
+		log.Printf("[*] receive a healthz request from %s\n", r.RemoteAddr)
+		w.WriteHeader(http.StatusOK)
+		if _, err := w.Write([]byte("ok")); err != nil {
+			log.Printf("[-] Error: failed to write healthz response: %v\n", err)
+		}
+		return "", nil, false
+	}
+
+	// handle /v1/models
+	if r.URL.Path == "/v1/models" {
+		output, err := ph.listAllModels(r)
+		if err != nil {
+			http.Error(w, err.Error(), http.StatusInternalServerError)
+			return "", nil, false
+		}
+
+		w.Header().Set("Content-Type", "application/json")
+		w.WriteHeader(http.StatusOK)
+		if _, err := w.Write(output); err != nil {
+			log.Printf("[-] Error: failed to write response: %v\n", err)
+		}
+		// We've handled the response, do not continue proxying this request
+		return "", nil, false
+	}
+	log.Printf("[*] receive a request from %s\n", r.RemoteAddr)
+
+	// filter the request body and check whether the request should be traced
+	rawReqBody, newReqBody, data, shouldTraced := ph.requestBodyFilter(r)
+
+	// check the key of the request
+	ok, modelServices := ph.authenticator.AuthenticateReq(r, data)
+
+	if !ok {
+		log.Printf("[-] Error: unauthorized request from %s\n", r.RemoteAddr)
+		http.Error(w, "Unauthorized", http.StatusUnauthorized)
+		return "", nil, false
+	}
+
+	// get the url poller to generate and poll the destination url
+	urlPoller := NewUrlPollerWithKey(r.URL.String(), modelServices)
+	if urlPoller == nil {
+		log.Printf("[-] Error: cannot get the url poller: \n\trawReqBody: %s\n\tURL: %s\n", rawReqBody, r.URL.String())
+		proxy := &httputil.ReverseProxy{Director: func(req *http.Request) {}}
+		proxy.ServeHTTP(w, r)
+		return rawReqBody, nil, false
+	}
+
+	responseWriter := &hookWriter{ResponseWriter: w, body: make([]string, 0, 1)}
+	director := func(req *http.Request) {
+		// get the new destination url and the related key
+		newUrl, curkey := urlPoller.GetUrlAndKey()
+		log.Printf("[*] redirect to %s\n", newUrl.String())
+
+		if newUrl == nil {
+			log.Println("[-] Error: cannot get the destinaton url")
+			return
+		}
+		req.Header.Set("Content-Length", strconv.Itoa(len(newReqBody)))
+		// key setting for openai spec endpoints
+		req.Header.Set("Authorization", "Bearer "+curkey)
+		// key setting for azure spec endpoints
+		req.Header.Set("Api-key", curkey)
+
+		req.Host = newUrl.Host
+		req.URL = newUrl
+
+		// the request body has been read out, so we need to reset the request body
+		req.Body = io.NopCloser(bytes.NewBufferString(newReqBody))
+		req.ContentLength = int64(len(newReqBody))
+	}
+
+	// create the reverse proxy
+	proxy := &httputil.ReverseProxy{Director: director}
+	retries := 0
+	modifyResponse := func(resp *http.Response) error {
+		// Handle error response here
+		// If the response is an error response, we will retry the request to another destination url
+		if resp.StatusCode >= 400 && retries < ph.maxRetries {
+			log.Printf("[-] receive error response %s\n", resp.Status)
+			retries++
+			time.Sleep(100 * time.Millisecond)
+			// clear the response body and status code in the responseWriter
+			responseWriter.body = make([]string, 0, 1)
+			proxy.ServeHTTP(responseWriter, r)
+			return errors.New("retry")
+		} else {
+			return nil
+		}
+
+	}
+	proxy.ModifyResponse = modifyResponse
+	proxy.ErrorHandler = func(http.ResponseWriter, *http.Request, error) {}
+	proxy.ServeHTTP(responseWriter, r)
+
+	log.Printf("[*] receive the destination website response\n")
+
+	return rawReqBody, responseWriter.body, shouldTraced
+}
+
+// requestBodyFilter filter the request body, return the original request body, the filtered request body and whether the request should be traced (only trace chat request)
+func (ph *ProxyHandler) requestBodyFilter(r *http.Request) (string, string, map[string]interface{}, bool) {
+	reqBody, _ := io.ReadAll(r.Body)
+	// check whether the request is a completion request
+	if !strings.Contains(r.URL.Path, "completions") {
+		log.Printf("[-] Request from %s is not a completion request\n", r.URL.Path)
+		return string(reqBody), string(reqBody), nil, false
+	}
+
+	var data map[string]interface{}
+
+	// parse request body
+	if err := json.Unmarshal(reqBody, &data); err != nil {
+		log.Printf("[-] Filter Error: %s\n", err)
+		return string(reqBody), string(reqBody), nil, false
+	}
+	for k := range data {
+		if _, ok := ph.traceRelatedKeys[k]; ok {
+			delete(data, k)
+		}
+	}
+	filtedBody, _ := json.Marshal(data)
+
+	// check whether the request is a chat request
+	_, ok := data["messages"]
+	return string(reqBody), string(filtedBody), data, ok
+}
+
+// ProxyHandlerWithLogger return a http.HandlerFunc, which can be used to start the proxy server and call the logger.Record method
+func (ph *ProxyHandler) ProxyHandlerWithLogger(logger trace.TraceLogger) http.HandlerFunc {
+	res := func(w http.ResponseWriter, r *http.Request) {
+		log.Println("-----------------------------------------------")
+		req, resp, shouldTraced := ph.ReverseProxyHandler(w, r)
+		if shouldTraced {
+			log.Printf("[*] Debug: response: %s\n", resp)
+			logger.Record(req, resp)
+		}
+	}
+	return res
+}
+
+// StartProxy start the proxy server
+func (ph *ProxyHandler) StartProxy(logger trace.TraceLogger) {
+	log.Printf("[*] Start proxy at port %d\n", ph.port)
+	handler := ph.ProxyHandlerWithLogger(logger)
+	if err := http.ListenAndServe(":"+strconv.Itoa(ph.port), handler); err != nil {
+		log.Fatal("[*] Server error: " + err.Error())
+	}
+}
diff --git a/src/model-proxy/src/proxy/utils.go b/src/model-proxy/src/proxy/utils.go
new file mode 100644
index 00000000..a22d8f33
--- /dev/null
+++ b/src/model-proxy/src/proxy/utils.go
@@ -0,0 +1,66 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package proxy
+
+import (
+	"log"
+	"net/http"
+	"net/url"
+	"path"
+	"strings"
+
+	"modelproxy/types"
+)
+
+// parse the RESTFul-style url and get the value of the given key
+// e.g. .../deployments/abc/predictions -> GetArgsFromRestfulUrl(url, "deployments") -> abc
+func GetArgsFromRestfulUrl(url, key string) string {
+	splitURL := strings.Split(url, "/")
+	for i, part := range splitURL {
+		if part == key && i+1 < len(splitURL) {
+			return splitURL[i+1]
+		}
+	}
+	return ""
+}
+
+// ReplaceBaseURL will replace the base url of the original url with the new base url
+// e.g. original url: http://localhost:8999/openai/deployments/gpt-4-32k/chat/completions?api-version=placeholder
+// new base url: https://XXX.openai.azure.com/openai/deployments/gpt-4-32k/chat/completions?api-version=2023-08-01-preview
+func ReplaceBaseURL(originalURL string, baseSpec *types.BaseSpec) *url.URL {
+	parsedURL, err := url.Parse(originalURL)
+	if err != nil {
+		log.Printf("Failed to parse original URL: %v", err)
+		return nil
+	}
+
+	newURL, err := url.Parse(baseSpec.URL)
+	if err != nil {
+		log.Printf("Failed to parse new base URL: %v", err)
+		return nil
+	}
+	log.Printf("****************************************** %s\n", parsedURL.Path)
+
+	newURL.Path = path.Join(newURL.Path, parsedURL.Path)
+	log.Printf("****************************************** %s\n", newURL.Path)
+	//replace the api-version
+	queryParams := newURL.Query()
+	if baseSpec.Version != "" {
+		queryParams.Set("api-version", baseSpec.Version)
+		// update into newURL
+		newURL.RawQuery = queryParams.Encode()
+	}
+	return newURL
+}
+
+func GetKeyFromRequest(request *http.Request) string {
+	azureKey := request.Header.Get("Authorization")
+	azureKey = strings.Replace(azureKey, "Bearer ", "", 1)
+	if azureKey != "" {
+		return azureKey
+	}
+	openaiKey := request.Header.Get("Api-key")
+	openaiKey = strings.Replace(openaiKey, "Bearer ", "", 1)
+	return openaiKey
+}
diff --git a/src/model-proxy/src/trace/trace.go b/src/model-proxy/src/trace/trace.go
new file mode 100644
index 00000000..458dff9e
--- /dev/null
+++ b/src/model-proxy/src/trace/trace.go
@@ -0,0 +1,137 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package trace
+
+import (
+	"bytes"
+	"log"
+	"os"
+	"path"
+	"strings"
+	"sync"
+	"time"
+
+	"modelproxy/types"
+)
+
+const maxNumChoice = 10 // Reasonable upper limit for number of choices per request. Adjust as needed.
+
+// TraceLogger is the interface for trace logger
+type TraceLogger interface {
+	// Record the trace
+	Record(req string, resp []string)
+}
+
+// JsonFileLogger is a logger that log the trace into json files, it implements TraceLogger interface
+// The log file is named by date, and the log file will be uploaded to Azure Blob Storage everyday
+type JsonFileLogger struct {
+	localFolderPath string
+	currentDay      string
+	lock            sync.Mutex
+}
+
+// NewJsonFileLogger create a new JsonFileLogger
+func NewJsonFileLogger(folderPath string) *JsonFileLogger {
+	if _, err := os.Stat(folderPath); os.IsNotExist(err) {
+		if err := os.Mkdir(folderPath, os.ModePerm); err != nil {
+			log.Printf("Failed to create directory %s: %v", folderPath, err)
+		}
+	}
+	date := time.Now().Format("2006-01-02")
+	return &JsonFileLogger{localFolderPath: folderPath, currentDay: date}
+}
+
+func (j *JsonFileLogger) Record(req string, resp []string) {
+	go j.record(req, resp)
+}
+
+// record the trace
+func (j *JsonFileLogger) record(req string, resp []string) {
+	if req == "" || len(resp) == 0 {
+		return
+	}
+
+	reqStruct := &types.Request{}
+	if err := reqStruct.Unmarshal([]byte(req)); err != nil {
+		log.Printf("[-] Error: %s\nrequest: %s\nresponse: %s\n", err, req, resp)
+		return
+	}
+
+	numChoice := reqStruct.Choices
+	if numChoice <= 0 {
+		numChoice = 1
+	}
+	if numChoice > maxNumChoice {
+		numChoice = maxNumChoice
+	}
+
+	respStr := make([]string, numChoice)
+	modelName := ""
+	if len(resp) > 1 {
+		// If len(resp) > 1, the resp is a 'stream'
+		respConcat := make([]bytes.Buffer, numChoice)
+		for _, r := range resp {
+			lines := strings.Split(r, "\n")
+			for _, line := range lines {
+				if strings.ReplaceAll(line, " ", "") == "" {
+					continue
+				}
+				line = strings.TrimPrefix(line, "data: ")
+
+				if line == "[DONE]" {
+					continue
+				}
+				responseChunk := types.ResponseChunk{}
+				if err := responseChunk.Unmarshal([]byte(line)); err != nil {
+					log.Printf("[-] Error: %s\nrequest: %s\nresponse: %s\n", err, req, resp)
+					return
+				}
+				if modelName == "" {
+					modelName = responseChunk.Model
+				}
+				for choice := range responseChunk.Choices {
+					respConcat[choice].WriteString(responseChunk.Choices[choice].Delta.Content)
+				}
+			}
+		}
+		for i := range respConcat {
+			respStr[i] = respConcat[i].String()
+		}
+	} else {
+		// If len(resp) == 1, the resp is not a 'stream'
+		response := types.Response{}
+		if err := response.Unmarshal([]byte(resp[0])); err != nil {
+			log.Printf("[-] Error: %s\nrequest: %s\nresponse: %s\n", err, req, resp)
+			return
+		}
+		modelName = response.Model
+		for choice := range response.Choices {
+			respStr[choice] = response.Choices[choice].Message.Content
+		}
+	}
+	if modelName != "" {
+		reqStruct.Model = modelName
+	}
+	trace := types.ConvertReqResp2Trace(reqStruct, respStr)
+	traceStr, err := trace.Marshal()
+	if err != nil {
+		log.Printf("[-] Error: %s\nrequest: %s\nresponse: %s\n", err, req, resp)
+		return
+	}
+
+	j.lock.Lock()
+	defer j.lock.Unlock()
+
+	date := time.Now().Format("2006-01-02")
+	j.currentDay = date
+
+	filePath := path.Join(j.localFolderPath, date+".jsonl")
+	f, err := os.OpenFile(filePath, os.O_APPEND|os.O_CREATE|os.O_WRONLY, 0664)
+	if err != nil {
+		panic(err)
+	}
+	defer f.Close()
+	// append the trace to the file
+	f.WriteString(string(traceStr) + "\n")
+}
diff --git a/src/model-proxy/src/types/config_types.go b/src/model-proxy/src/types/config_types.go
new file mode 100644
index 00000000..3409d7a3
--- /dev/null
+++ b/src/model-proxy/src/types/config_types.go
@@ -0,0 +1,97 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package types
+
+import (
+	"encoding/json"
+	"os"
+)
+
+// Config is the struct for config.json
+type Config struct {
+	Server *Server `json:"server"`
+	Log    *Log    `json:"log"`
+}
+
+// Server is the struct for proxy server config
+type Server struct {
+	// Host is the host of the server
+	Host string `json:"host"`
+	// Port is the port of the server
+	Port int `json:"port"`
+	// MaxRetries is the max retries for the request
+	MaxRetries int `json:"retry"`
+}
+
+// Log is the config for log
+type Log struct {
+	// LogStorage is the log storage config
+	LogStorage *LogStorage `json:"storage"`
+	// TraceRelatedKeys is the keys that will be logged in trace,
+	// which will be used to identify the trace and filtered in the api request
+	TraceRelatedKeys []string `json:"trace_related_keys"`
+}
+
+// LogStorage is the config for log storage
+type LogStorage struct {
+	LocalFolder  string        `json:"local_folder,omitempty"`
+	AzureStorage *AzureStorage `json:"azure_storage,omitempty"`
+}
+
+type AzureStorage struct {
+	// URL is the url of the azure blob storage, including the sas token
+	URL       string `json:"url"`
+	Container string `json:"container"`
+	Path      string `json:"path"`
+}
+
+// BaseSpec is the base spec for azure and openai
+type BaseSpec struct {
+	URL      string `json:"url"`
+	Key      string `json:"key"`
+	Version  string `json:"version,omitempty"`
+	JobName  string `json:"job_name,omitempty"`
+	UserName string `json:"user_name,omitempty"`
+}
+
+// ParseConfig parse the config file into Config struct
+func ParseConfig(path string) (*Config, error) {
+	file, err := os.ReadFile(path)
+	if err != nil {
+		return nil, err
+	}
+
+	var config Config
+	err = json.Unmarshal(file, &config)
+	if err != nil {
+		return nil, err
+	}
+
+	return &config, nil
+}
+
+// BaseSpecStatistic is the struct for statistic
+type BaseSpecStatistic struct {
+	*BaseSpec
+	ValidRequestCount int
+	SuccessCount      int
+	SuccessRate       float64
+}
+
+type BaseSpecList []*BaseSpecStatistic
+
+// deploy_name -> BaseSpecList
+type ModelToBase map[string]BaseSpecList
+
+// Two reverse maps for chat and embedding
+type ReverseMap struct {
+	Chat      ModelToBase
+	Embedding ModelToBase
+}
+
+// two ReverseMap for Azure and OpenAI
+type AllReverseMap struct {
+	Azure  *ReverseMap
+	OpenAI *ReverseMap
+}
diff --git a/src/model-proxy/src/types/request_response_types.go b/src/model-proxy/src/types/request_response_types.go
new file mode 100644
index 00000000..3ad970a8
--- /dev/null
+++ b/src/model-proxy/src/types/request_response_types.go
@@ -0,0 +1,182 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+package types
+
+import (
+	"crypto/rand"
+	"encoding/hex"
+	"encoding/json"
+)
+
+type Message struct {
+	Role    string `json:"role"`
+	Content string `json:"content"`
+}
+
+type Source struct {
+	SourceName string `json:"source_name"`
+	Location   string `json:"location,omitempty"`
+}
+
+// Request is the struct for request of openai chat. It is used to parse the request body
+type Request struct {
+	Messages         []Message          `json:"messages"`
+	Model            string             `json:"model"`
+	Temperature      float64            `json:"temperature,omitempty"`
+	Choices          int                `json:"n,omitempty"`
+	PresencePenalty  float64            `json:"presence_penalty,omitempty"`
+	TopP             float64            `json:"top_p,omitempty"`
+	FrequencyPenalty float64            `json:"frequency_penalty,omitempty"`
+	Stream           bool               `json:"stream,omitempty"`
+	Stop             string             `json:"stop,omitempty"`
+	MaxTokens        int                `json:"max_tokens,omitempty"`
+	LogitBias        map[string]float64 `json:"logit_bias,omitempty"`
+	User             string             `json:"user,omitempty"`
+
+	Source        *Source            `json:"source,omitempty"`
+	CategoryInfo  *map[string]string `json:"category_info,omitempty"`
+	Label         *[]string          `json:"labels,omitempty"`
+	OtherMetadata string             `json:"other_metadata,omitempty"`
+}
+
+func (r *Request) Unmarshal(data []byte) error {
+	return json.Unmarshal(data, r)
+}
+
+// Response is the struct for response of openai chat
+type Response struct {
+	ID      string `json:"id"`
+	Object  string `json:"object"`
+	Created int64  `json:"created"`
+	Model   string `json:"model"`
+	Choices []struct {
+		Index        int     `json:"index"`
+		FinishReason string  `json:"finish_reason"`
+		Message      Message `json:"message"`
+	} `json:"choices"`
+	Usage struct {
+		PromptTokens     int `json:"prompt_tokens"`
+		CompletionTokens int `json:"completion_tokens"`
+		TotalTokens      int `json:"total_tokens"`
+	} `json:"usage"`
+}
+
+func (r *Response) Unmarshal(data []byte) error {
+	return json.Unmarshal(data, r)
+}
+
+// ResponseChunk is the struct for response of openai chat stream
+type ResponseChunk struct {
+	ID      string `json:"id"`
+	Object  string `json:"object"`
+	Created int64  `json:"created"`
+	Model   string `json:"model"`
+	Choices []struct {
+		Index        int    `json:"index"`
+		FinishReason string `json:"finish_reason"`
+		Delta        struct {
+			Content string `json:"content"`
+		} `json:"delta"`
+	} `json:"choices"`
+}
+
+func (rc *ResponseChunk) Unmarshal(data []byte) error {
+	return json.Unmarshal(data, rc)
+}
+
+// TraceMessage is the struct for each message in a trace
+type TraceMessage struct {
+	Role     string  `json:"from"`
+	Content  string  `json:"value"`
+	Score    float64 `json:"score"`
+	ParentID int     `json:"parent_id"`
+	ID       int     `json:"id"`
+}
+
+type ModelInfo struct {
+	ModelName        string             `json:"model_name"`
+	Temperature      float64            `json:"temperature,omitempty"`
+	Choices          int                `json:"n,omitempty"`
+	PresencePenalty  float64            `json:"presence_penalty,omitempty"`
+	TopP             float64            `json:"top_p,omitempty"`
+	FrequencyPenalty float64            `json:"frequency_penalty,omitempty"`
+	Stream           bool               `json:"stream,omitempty"`
+	Stop             string             `json:"stop,omitempty"`
+	MaxTokens        int                `json:"max_tokens,omitempty"`
+	LogitBias        map[string]float64 `json:"logit_bias,omitempty"`
+	User             string             `json:"user,omitempty"`
+}
+
+// Trace is the struct for one trace. It is recorded in the json file
+type Trace struct {
+	ID             string             `json:"id"`
+	Source         *Source            `json:"source,omitempty"`
+	CategoryInfo   *map[string]string `json:"category_info,omitempty"`
+	Other_metadata string             `json:"other_metadata,omitempty"`
+	ModelInfo      *ModelInfo         `json:"model_info"`
+	Conversations  []*TraceMessage    `json:"conversation"`
+}
+
+func (t *Trace) Marshal() ([]byte, error) {
+	return json.Marshal(t)
+}
+
+// convert a request and response to a trace
+func ConvertReqResp2Trace(req *Request, response []string) *Trace {
+	conversations := make([]*TraceMessage, 0, len(req.Messages)+len(response))
+	for i, msg := range req.Messages {
+		conversations = append(conversations, &TraceMessage{
+			Role:     msg.Role,
+			Content:  msg.Content,
+			Score:    -1,
+			ParentID: i - 1,
+			ID:       i,
+		})
+	}
+	for _, resp := range response {
+		conversations = append(conversations, &TraceMessage{
+			Role:     "assistant",
+			Content:  resp,
+			Score:    -1,
+			ParentID: len(req.Messages) - 1,
+			ID:       len(conversations),
+		})
+	}
+
+	id, _ := generateID()
+
+	trace := &Trace{
+		ID:             id,
+		Source:         req.Source,
+		CategoryInfo:   req.CategoryInfo,
+		Other_metadata: req.OtherMetadata,
+		ModelInfo: &ModelInfo{
+			ModelName:        req.Model,
+			Temperature:      req.Temperature,
+			Choices:          req.Choices,
+			PresencePenalty:  req.PresencePenalty,
+			TopP:             req.TopP,
+			FrequencyPenalty: req.FrequencyPenalty,
+			Stream:           req.Stream,
+			Stop:             req.Stop,
+			MaxTokens:        req.MaxTokens,
+			LogitBias:        req.LogitBias,
+			User:             req.User,
+		},
+		Conversations: conversations,
+	}
+
+	return trace
+}
+
+// generate a 16bytes id
+func generateID() (string, error) {
+	buf := make([]byte, 16)
+	_, err := rand.Read(buf)
+	if err != nil {
+		return "", err
+	}
+	res := hex.EncodeToString(buf)
+	return res, nil
+}
diff --git a/src/node-exporter/config/node_exporter.py b/src/node-exporter/config/node_exporter.py
index c52a1523..71f8da3d 100644
--- a/src/node-exporter/config/node_exporter.py
+++ b/src/node-exporter/config/node_exporter.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import copy
 
 class NodeExporter(object):
diff --git a/src/openpai-js-sdk/microsoft-openpai-js-sdk-0.2.0.tgz b/src/openpai-js-sdk/microsoft-openpai-js-sdk-0.2.0.tgz
new file mode 100644
index 00000000..e0febf87
Binary files /dev/null and b/src/openpai-js-sdk/microsoft-openpai-js-sdk-0.2.0.tgz differ
diff --git a/src/openpai-runtime/build/build-pre.sh b/src/openpai-runtime/build/build-pre.sh
new file mode 100644
index 00000000..e0224847
--- /dev/null
+++ b/src/openpai-runtime/build/build-pre.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+cp -arfT "../../frameworkcontroller/src" "../src/frameworkcontroller"
+
+popd > /dev/null
diff --git a/src/openpai-runtime/build/openpai-runtime.common.dockerfile b/src/openpai-runtime/build/openpai-runtime.common.dockerfile
new file mode 100644
index 00000000..d877b302
--- /dev/null
+++ b/src/openpai-runtime/build/openpai-runtime.common.dockerfile
@@ -0,0 +1,92 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+# Package Cache Data Layer Starts
+
+FROM ubuntu:20.04 AS ubuntu_20_04_cache
+
+WORKDIR /src
+COPY src/src/package_cache ./
+RUN chmod -R +x ./
+RUN /bin/bash ubuntu_build.sh package_cache_info ubuntu20.04
+
+
+FROM ubuntu:22.04 AS ubuntu_22_04_cache
+
+WORKDIR /src
+COPY src/src/package_cache ./
+RUN chmod -R +x ./
+RUN /bin/bash ubuntu_build.sh package_cache_info ubuntu22.04
+
+# Package Cache Data Layer Ends
+
+FROM golang:1.22 AS builder
+
+ENV PROJECT_DIR=/src/
+ENV INSTALL_DIR=/opt/kube-runtime
+
+RUN apt update -y && apt install musl musl-tools -y && \
+  mkdir -p ${PROJECT_DIR} ${INSTALL_DIR}
+COPY src/go/ ${PROJECT_DIR}
+RUN ${PROJECT_DIR}/build/runtime/go-build.sh && \
+  mv ${PROJECT_DIR}/dist/runtime/ ${INSTALL_DIR}
+
+RUN wget https://untroubled.org/daemontools-encore/daemontools-encore-1.10.tar.gz && \
+  tar xzvf daemontools-encore-1.10.tar.gz
+RUN cd daemontools-encore-1.10 && sed -i 's/gcc -s/gcc -s -static/g' conf-ld && make -j && \
+  cp multilog ${INSTALL_DIR}
+
+FROM golang:1.24.2-alpine3.21 as barrier-builder
+
+ENV GOPATH=/go
+ENV PROJECT_DIR=/src
+ENV INSTALL_DIR=/opt/frameworkcontroller/frameworkbarrier
+
+RUN apk update && apk add --no-cache bash && \
+  mkdir -p ${PROJECT_DIR} ${INSTALL_DIR}
+COPY src/frameworkcontroller ${PROJECT_DIR}
+RUN ${PROJECT_DIR}/build/frameworkbarrier/go-build.sh && \
+  mv ${PROJECT_DIR}/dist/frameworkbarrier/* ${INSTALL_DIR}
+
+FROM python:3.10-alpine
+
+RUN mkdir -p /opt/package_cache
+COPY --from=ubuntu_20_04_cache /package_cache /opt/package_cache/
+COPY --from=ubuntu_22_04_cache /package_cache /opt/package_cache/
+
+ENV INSTALL_DIR=/opt/kube-runtime
+ARG BARRIER_DIR=/opt/frameworkcontroller/frameworkbarrier
+
+WORKDIR /kube-runtime/src
+
+COPY src/src ./
+COPY src/requirements.txt ./
+
+COPY --from=barrier-builder $BARRIER_DIR/frameworkbarrier ./init.d
+COPY --from=builder ${INSTALL_DIR}/* ./runtime.d/
+
+RUN pip install -r requirements.txt
+RUN chmod -R +x ./
+
+# This line should be removed after using k8s client to interact with api server
+RUN apk update && apk add --no-cache curl git
+
+# the next lines are for security update
+RUN python3 -m pip install --upgrade setuptools
+RUN apk upgrade --no-cache
+
+CMD ["/bin/sh", "-c", "set -o pipefail && LOG_DIR=/usr/local/pai/logs/${FC_POD_UID} && mkdir -p ${LOG_DIR} && /kube-runtime/src/init 2>&1 | tee -a ${LOG_DIR}/init.log"]
diff --git a/src/openpai-runtime/src/.pylintrc b/src/openpai-runtime/src/.pylintrc
new file mode 100644
index 00000000..508cd7c3
--- /dev/null
+++ b/src/openpai-runtime/src/.pylintrc
@@ -0,0 +1,23 @@
+[SETTINGS]
+max-args=8
+
+# Ignore imports when computing similarities.
+ignore-imports=yes
+
+ignored-modules=responses
+
+[FORMAT]
+max-line-length=130
+
+[MASTER]
+init-hook="from pylint.config import find_pylintrc;\
+           import os, sys;\
+           sys.path.append(os.path.join(os.path.dirname(find_pylintrc()), './src/init.d'));\
+           sys.path.append(os.path.join(os.path.dirname(find_pylintrc()), './src'));"
+
+# Disable docstring check
+disable=C0111
+
+[BASIC]
+# Good variable names which should always be accepted, separated by a comma
+good-names=i,j,k,f,v
\ No newline at end of file
diff --git a/src/openpai-runtime/src/deploy/delete.sh b/src/openpai-runtime/src/deploy/delete.sh
new file mode 100644
index 00000000..9f05ce5a
--- /dev/null
+++ b/src/openpai-runtime/src/deploy/delete.sh
@@ -0,0 +1,46 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+pushd $(dirname "$0") > /dev/null
+
+if kubectl get configmap | grep -q "runtime-exit-spec-configuration"; then
+  kubectl delete configmap runtime-exit-spec-configuration || exit $?
+fi
+
+if kubectl get serviceaccount | grep -q "runtime-account"; then
+    kubectl delete serviceaccount runtime-account || exit $?
+fi
+
+if kubectl get clusterrolebinding | grep -q "runtime-framework-role-binding"; then
+    kubectl delete clusterrolebinding runtime-framework-role-binding || exit $?
+fi
+
+if kubectl get rolebinding | grep -q "runtime-storage-role-binding"; then
+    kubectl delete rolebinding runtime-storage-role-binding || exit $?
+fi
+
+if kubectl get clusterrole | grep -q "runtime-framework-role"; then
+    kubectl delete clusterrole runtime-framework-role || exit $?
+fi
+
+if kubectl get role | grep -q "runtime-storage-role"; then
+    kubectl delete role runtime-storage-role || exit $?
+fi
+
+popd > /dev/null
\ No newline at end of file
diff --git a/src/openpai-runtime/src/deploy/rbac.yaml b/src/openpai-runtime/src/deploy/rbac.yaml
new file mode 100644
index 00000000..77cfa290
--- /dev/null
+++ b/src/openpai-runtime/src/deploy/rbac.yaml
@@ -0,0 +1,70 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: runtime-account
+  namespace: default
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  name: runtime-framework-role
+rules:
+- apiGroups: ["frameworkcontroller.microsoft.com"]
+  resources: ["frameworks"]
+  verbs: ["get", "watch", "list"]
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: runtime-storage-role
+  namespace: pai-storage
+rules:
+- apiGroups: [""]
+  resources: ["secrets"]
+  resourceNames: ["storage-server", "storage-config"]
+  verbs: ["get", "list"]
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  name: runtime-framework-role-binding
+  namespace: default
+subjects:
+- kind: ServiceAccount
+  name: runtime-account
+  namespace: default
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: runtime-framework-role
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  name: runtime-storage-role-binding
+  namespace: pai-storage
+subjects:
+- kind: ServiceAccount
+  name: runtime-account
+  namespace: default
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: runtime-storage-role
diff --git a/src/openpai-runtime/src/deploy/refresh.sh b/src/openpai-runtime/src/deploy/refresh.sh
new file mode 100644
index 00000000..6834f769
--- /dev/null
+++ b/src/openpai-runtime/src/deploy/refresh.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+pushd $(dirname "$0") > /dev/null
+
+kubectl create configmap runtime-exit-spec-configuration --from-file=runtime-exit-spec.yaml --dry-run -o yaml | kubectl apply --overwrite=true -f - || exit $?
+
+popd > /dev/null
\ No newline at end of file
diff --git a/src/openpai-runtime/src/deploy/runtime-exit-spec.yaml.template b/src/openpai-runtime/src/deploy/runtime-exit-spec.yaml.template
new file mode 100644
index 00000000..b634571a
--- /dev/null
+++ b/src/openpai-runtime/src/deploy/runtime-exit-spec.yaml.template
@@ -0,0 +1,36 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+{% for spec_item in cluster_cfg['k8s-job-exit-spec']['spec'] %}
+{%- if spec_item['code'] > 0 and 'pattern' in spec_item and 'runtimeContainerPatterns' in spec_item['pattern'] %}
+- containerExitCode: {{ spec_item['code'] }}
+  patterns:
+  {%- for runtimePattern in spec_item['pattern']['runtimeContainerPatterns'] %}
+  -
+  {%- if 'exitCode' in runtimePattern %}
+    exitCode: {{ runtimePattern['exitCode'] }}
+  {%- endif %}
+  {%- if 'userLogRegex' in runtimePattern %}
+    userLogRegex: '{{ runtimePattern['userLogRegex'] }}'
+  {%- endif %}
+  {%- if 'platformLogRegex' in runtimePattern %}
+    platformLogRegex: '{{ runtimePattern['platformLogRegex'] }}'
+  {%- endif %}
+  {%- endfor %}
+
+{%- endif %}
+{% endfor %}
\ No newline at end of file
diff --git a/src/openpai-runtime/src/deploy/service.yaml b/src/openpai-runtime/src/deploy/service.yaml
new file mode 100644
index 00000000..dc6140a4
--- /dev/null
+++ b/src/openpai-runtime/src/deploy/service.yaml
@@ -0,0 +1,33 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+cluster-type:
+  - k8s
+
+prerequisite:
+  - cluster-configuration
+  - frameworkcontroller
+  - rest-server
+
+template-list:
+  - runtime-exit-spec.yaml
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+refresh-script: refresh.sh
+upgraded-script: upgraded.sh
diff --git a/src/openpai-runtime/src/deploy/start.sh b/src/openpai-runtime/src/deploy/start.sh
new file mode 100644
index 00000000..2ee5b7ca
--- /dev/null
+++ b/src/openpai-runtime/src/deploy/start.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+pushd $(dirname "$0") > /dev/null
+
+kubectl apply --overwrite=true -f rbac.yaml || exit $?
+kubectl create configmap runtime-exit-spec-configuration --from-file=runtime-exit-spec.yaml --dry-run -o yaml | kubectl apply --overwrite=true -f - || exit $?
+
+popd > /dev/null
diff --git a/src/openpai-runtime/src/deploy/stop.sh b/src/openpai-runtime/src/deploy/stop.sh
new file mode 100644
index 00000000..70fdb361
--- /dev/null
+++ b/src/openpai-runtime/src/deploy/stop.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+
+# Not delete the config map here since it will cause job retry failed
+pushd $(dirname "$0") > /dev/null
+
+popd > /dev/null
diff --git a/src/openpai-runtime/src/go/build/runtime/go-build.sh b/src/openpai-runtime/src/go/build/runtime/go-build.sh
new file mode 100755
index 00000000..140c514f
--- /dev/null
+++ b/src/openpai-runtime/src/go/build/runtime/go-build.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+BASH_DIR=$(cd $(dirname ${BASH_SOURCE}) && pwd)
+# Ensure ${PROJECT_DIR} is ${GOPATH}/src/github.com/microsoft/hivedscheduler
+PROJECT_DIR=${BASH_DIR}/../..
+DIST_DIR=${PROJECT_DIR}/dist/runtime
+
+cd ${PROJECT_DIR}
+
+rm -rf ${DIST_DIR}
+mkdir -p ${DIST_DIR}
+
+CGO_ENABLED=0 go build -o ${DIST_DIR}/exithandler cmd/exithandler/*
+CGO_ENABLED=0 go build -o ${DIST_DIR}/barrier cmd/barrier/*
+chmod a+x ${DIST_DIR}/exithandler
+chmod a+x ${DIST_DIR}/barrier
+
+echo Succeeded to build binary distribution into ${DIST_DIR}:
+cd ${DIST_DIR} && ls -lR .
diff --git a/src/openpai-runtime/src/go/cmd/barrier/main.go b/src/openpai-runtime/src/go/cmd/barrier/main.go
new file mode 100644
index 00000000..4dcc87b2
--- /dev/null
+++ b/src/openpai-runtime/src/go/cmd/barrier/main.go
@@ -0,0 +1,199 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT license.
+
+package main
+
+import (
+	"bufio"
+	"flag"
+	"fmt"
+	"net"
+	"os"
+	"strings"
+	"sync"
+	"time"
+
+	"github.com/microsoft/openpai-runtime/pkg/logger"
+)
+
+const (
+	connectTimeout = 10 * time.Second // Short timeout for each individual attempt
+	port           = 14999            // Port to listen on
+)
+
+var log *logger.Logger
+
+func init() {
+	log = logger.NewLogger()
+}
+
+func getPeerAddrs() []string {
+	// the format is taskrole:0,taskrole:1,taskrole:2...
+	taskRoleInstances := os.Getenv("PAI_TASK_ROLE_INSTANCES")
+	taskInstances := strings.Split(taskRoleInstances, ",")
+	peerAddrs := make([]string, 0)
+	for _, taskInstance := range taskInstances {
+		taskRolePair := strings.Split(taskInstance, ":")
+		taskRole := taskRolePair[0]
+		taskIndex := taskRolePair[1]
+		peerIp := os.Getenv(fmt.Sprintf("PAI_HOST_IP_%s_%s", taskRole, taskIndex))
+		if peerIp == "" {
+			panic("Failed to get peer IP address")
+		}
+		peerAddr := fmt.Sprintf("%s:%d", peerIp, port)
+		peerAddrs = append(peerAddrs, peerAddr)
+	}
+	return peerAddrs
+}
+
+func getMyAddr() string {
+	taskRole := os.Getenv("PAI_CURRENT_TASK_ROLE_NAME")
+	taskIndex := os.Getenv("PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX")
+	myIp := os.Getenv(fmt.Sprintf("PAI_HOST_IP_%s_%s", taskRole, taskIndex))
+	if myIp == "" {
+		panic("Failed to get my IP address")
+	}
+	return fmt.Sprintf("%s:%d", myIp, port)
+}
+
+// Barrier waits until all peers have reached it
+func barrier(myAddr string, peerAddrs []string, globalTimeout time.Duration) {
+	var wg sync.WaitGroup
+	peerCount := len(peerAddrs)
+	peersFailed := make(map[string]bool) // Track failed peers
+	allSucceeded := make(chan bool)
+	notifyFailedPeers := make(chan bool)
+
+	// Track peers to retry
+	for _, addr := range peerAddrs {
+		if addr != myAddr {
+			peersFailed[addr] = true
+		}
+	}
+
+	// A channel to notify when all peers have reached the barrier
+	allReached := make(chan bool)
+
+	// Flags to track whether both events are completed
+	allReachedFlag := false
+	allSucceededFlag := false
+
+	// Start a TCP listener for incoming peer connections
+	listener, err := net.Listen("tcp", myAddr)
+	if err != nil {
+		panic(err)
+	}
+	defer listener.Close()
+
+	// Wait for all peers to connect and send their messages
+	go func() {
+		for i := 0; i < peerCount-1; i++ { // We expect messages from other peers, not ourselves
+			conn, err := listener.Accept()
+			if err != nil {
+				log.Info("Error accepting connection:", err)
+				continue
+			}
+
+			// Handle each peer connection in a new goroutine
+			wg.Add(1)
+			go func(c net.Conn) {
+				defer c.Close()
+				defer wg.Done()
+
+				// Read a message from the peer (blocking until it arrives)
+				msg, _ := bufio.NewReader(c).ReadString('\n')
+				log.Info("Received barrier message from ", c.RemoteAddr().String(), ": ", msg)
+			}(conn)
+		}
+
+		// Wait until all peers have sent their messages
+		wg.Wait()
+		allReached <- true
+	}()
+
+	// Attempt to contact peers with retries on failure until global timeout is reached
+	go func() {
+		timeout := time.After(globalTimeout) // Start the global timeout countdown
+		for len(peersFailed) > 0 {           // Loop until all peers succeed or timeout
+			for peer, failed := range peersFailed {
+				if !failed {
+					continue
+				}
+				conn, err := net.DialTimeout("tcp", peer, connectTimeout)
+				if err != nil {
+					log.Info("Failed to connect to ", peer, " with err: ", err)
+					continue
+				}
+				defer conn.Close()
+
+				// Send the barrier message
+				fmt.Fprintf(conn, "Barrier reached by %s\n", myAddr)
+				log.Info("Sent barrier message to ", peer)
+
+				// Mark peer as successful
+				peersFailed[peer] = false
+			}
+
+			// Check if all peers have succeeded
+			if allPeersSucceeded(peersFailed) {
+				allSucceeded <- true
+				return
+			}
+
+			// If global timeout has passed, stop trying
+			select {
+			case <-timeout:
+				notifyFailedPeers <- true
+				return
+			default:
+				// Allow a small delay between retry cycles
+				time.Sleep(30 * time.Second)
+			}
+		}
+	}()
+
+	// Wait for both conditions or timeout
+	timeoutReached := false
+	for !timeoutReached && !(allReachedFlag && allSucceededFlag) {
+		select {
+		case <-allReached:
+			log.Info("All peers have reached the barrier.")
+			allReachedFlag = true
+		case <-allSucceeded:
+			log.Info("All peers have succeeded.")
+			allSucceededFlag = true
+		case <-notifyFailedPeers:
+			log.Info("Global timeout occurred while waiting for peers.")
+			timeoutReached = true
+		}
+	}
+
+	// Return based on the result
+	if timeoutReached {
+		log.Error("Returning due to timeout. Some peers did not respond.")
+		panic("Barrier timeout reached")
+	} else if allReachedFlag && allSucceededFlag {
+		log.Info("All peers reached and succeeded. Proceeding...")
+	}
+}
+
+// Helper function to check if all peers succeeded
+func allPeersSucceeded(peers map[string]bool) bool {
+	for _, failed := range peers {
+		if failed {
+			return false
+		}
+	}
+	return true
+}
+
+func main() {
+	timeout := flag.Int("timeout", 300, "global timeout for the barrier process")
+	flag.Parse()
+	peerAddrs := getPeerAddrs()
+	if len(peerAddrs) != 1 {
+		barrier(getMyAddr(), peerAddrs, time.Duration(*timeout)*time.Second)
+	} else {
+		log.Info("Skip barrier operations because there is only one node. Proceeding...")
+	}
+}
diff --git a/src/openpai-runtime/src/go/cmd/exithandler/main.go b/src/openpai-runtime/src/go/cmd/exithandler/main.go
new file mode 100644
index 00000000..bb9a431d
--- /dev/null
+++ b/src/openpai-runtime/src/go/cmd/exithandler/main.go
@@ -0,0 +1,105 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package main
+
+import (
+	"os"
+	"strconv"
+	"time"
+
+	"github.com/microsoft/openpai-runtime/pkg/aggregator"
+	"github.com/microsoft/openpai-runtime/pkg/logger"
+)
+
+var log *logger.Logger
+
+const abnormalExitCode = 1
+
+func init() {
+	log = logger.NewLogger()
+}
+
+// This function will extract error summary to the specific file and print the exit code
+func main() {
+	defer func() {
+		if r := recover(); r != nil {
+			log.Error("runtime failed to handle exit info", r)
+			os.Exit(abnormalExitCode)
+		}
+	}()
+
+	argsWithoutProg := os.Args[1:]
+	if len(argsWithoutProg) < 5 {
+		panic("args is not valid")
+	}
+
+	userExitCode, err := strconv.Atoi(argsWithoutProg[0])
+	if err != nil {
+		panic("user exit code is not an int value: " + err.Error())
+	}
+
+	userLog := argsWithoutProg[1]
+	runtimeErrorLog := argsWithoutProg[2]
+	aggFilePath := argsWithoutProg[3]
+	patternPath := argsWithoutProg[4]
+
+	logFiles := aggregator.LogFiles{}
+	logFiles.UserLog = userLog
+	logFiles.RuntimeErrorLog = runtimeErrorLog
+
+	exitInfo := &aggregator.RuntimeExitInfo{
+		Exitcode:           abnormalExitCode,
+		OriginUserExitCode: userExitCode,
+	}
+
+	log.Info("start to generate the exit summary")
+	start := time.Now()
+	a, err := aggregator.NewErrorAggregator(&logFiles, log)
+	if err != nil {
+		panic("fatal: create log aggregator: " + err.Error())
+	}
+
+	err = a.LoadRuntimeErrorSpecs(patternPath)
+	if err != nil {
+		panic("fatal: loading runtime error spec: " + err.Error())
+	}
+	exitInfo, err = a.GenerateExitInfo(int(userExitCode))
+	if err != nil {
+		panic("fatal: failed to generate the exitInfo" + err.Error())
+	}
+
+	aggFile, err := os.Create(aggFilePath)
+	if err != nil {
+		panic("fatal: create aggregate file: " + err.Error())
+	}
+	defer aggFile.Close()
+
+	err = a.DumpExitSummary(exitInfo, aggFile)
+	if err != nil {
+		panic("fatal: dumping summary info: " + err.Error())
+	}
+	elapsed := time.Since(start)
+	log.Info("finish generating the exit summary, time consumed:", elapsed)
+
+	os.Exit(exitInfo.Exitcode)
+}
diff --git a/src/openpai-runtime/src/go/example/config/failurePatterns.yml b/src/openpai-runtime/src/go/example/config/failurePatterns.yml
new file mode 100644
index 00000000..0ff61010
--- /dev/null
+++ b/src/openpai-runtime/src/go/example/config/failurePatterns.yml
@@ -0,0 +1,41 @@
+# This is the error patten used to distinguage user error and system error
+# We collect such info from user log/runtime log and user exit code, and user
+# This spec to generate aggregated error
+
+# [200, 219] reserved by FC
+
+- patterns:
+  - exitCode: 1
+    userLogRegex: exec\(compile\(getattr\(token[a-z]*, 'open', open\)\(__file__\)
+  containerExitCode: 10
+
+- patterns:
+  - exitCode: 1
+    userLogRegex: failed with error code 1 in /tmp/[a-z]*
+  - exitCode: 1
+    userLogRegex: package not find [a-z]*
+  containerExitCode: 12
+
+- patterns:
+  - exitCode: 1
+    userLogRegex: connect tensorboard failed
+    platformLogRegex: Failed to start tensorboard
+  containerExitCode: 15
+
+- patterns:
+  - gpuInfo:
+      nvidiaDoubleEccError: true
+  containerExitCode: 16
+
+- patterns:
+  - exitCode: 137
+  containerExitCode: 137
+
+- patterns:
+  - exitCode: 143
+  containerExitCode: 143
+
+- containerExitCode: 221
+  patterns:
+  - userLogRegex: "(?msi)tensorflow.*ResourceExhaustedError.*OOM.*"
+  - userLogRegex: "(?i)ran out of memory trying to allocate"
diff --git a/src/openpai-runtime/src/go/example/test/nvidia-smi.xml b/src/openpai-runtime/src/go/example/test/nvidia-smi.xml
new file mode 100644
index 00000000..c67c1746
--- /dev/null
+++ b/src/openpai-runtime/src/go/example/test/nvidia-smi.xml
@@ -0,0 +1,359 @@
+<?xml version="1.0" ?>
+<!DOCTYPE nvidia_smi_log SYSTEM "nvsmi_device_v12.dtd">
+<nvidia_smi_log>
+        <timestamp>Thu Sep 12 05:57:33 2024</timestamp>
+        <driver_version>535.161.08</driver_version>
+        <cuda_version>12.2</cuda_version>
+        <attached_gpus>8</attached_gpus>
+        <gpu id="00000004:00:00.0">
+                <product_name>NVIDIA A100-SXM4-40GB</product_name>
+                <product_brand>NVIDIA</product_brand>
+                <product_architecture>Ampere</product_architecture>
+                <display_mode>Enabled</display_mode>
+                <display_active>Disabled</display_active>
+                <persistence_mode>Enabled</persistence_mode>
+                <addressing_mode>None</addressing_mode>
+                <mig_mode>
+                        <current_mig>Disabled</current_mig>
+                        <pending_mig>Disabled</pending_mig>
+                </mig_mode>
+                <mig_devices>
+                        None
+                </mig_devices>
+                <accounting_mode>Disabled</accounting_mode>
+                <accounting_mode_buffer_size>4000</accounting_mode_buffer_size>
+                <driver_model>
+                        <current_dm>N/A</current_dm>
+                        <pending_dm>N/A</pending_dm>
+                </driver_model>
+                <serial>1560121413139</serial>
+                <uuid>GPU-460ab3a1-c68f-d9d3-2c84-808a033bfe94</uuid>
+                <minor_number>3</minor_number>
+                <vbios_version>92.00.45.00.03</vbios_version>
+                <multigpu_board>No</multigpu_board>
+                <board_id>0x40000</board_id>
+                <board_part_number>692-2G506-0200-0R6</board_part_number>
+                <gpu_part_number>20B0-884-A1</gpu_part_number>
+                <gpu_fru_part_number>N/A</gpu_fru_part_number>
+                <gpu_module_id>4</gpu_module_id>
+                <inforom_version>
+                        <img_version>G506.0200.00.04</img_version>
+                        <oem_object>2.0</oem_object>
+                        <ecc_object>6.16</ecc_object>
+                        <pwr_object>N/A</pwr_object>
+                </inforom_version>
+                <inforom_bbx_flush>
+                        <latest_timestamp>1970/01/01 20:20:19.351</latest_timestamp>
+                        <latest_duration>287341 us</latest_duration>
+                </inforom_bbx_flush>
+                <gpu_operation_mode>
+                        <current_gom>N/A</current_gom>
+                        <pending_gom>N/A</pending_gom>
+                </gpu_operation_mode>
+                <gsp_firmware_version>535.161.08</gsp_firmware_version>
+                <gpu_virtualization_mode>
+                        <virtualization_mode>Pass-Through</virtualization_mode>
+                        <host_vgpu_mode>N/A</host_vgpu_mode>
+                </gpu_virtualization_mode>
+                <gpu_reset_status>
+                        <reset_required>No</reset_required>
+                        <drain_and_reset_recommended>No</drain_and_reset_recommended>
+                </gpu_reset_status>
+                <ibmnpu>
+                        <relaxed_ordering_mode>N/A</relaxed_ordering_mode>
+                </ibmnpu>
+                <pci>
+                        <pci_bus>00</pci_bus>
+                        <pci_device>00</pci_device>
+                        <pci_domain>0004</pci_domain>
+                        <pci_device_id>20B010DE</pci_device_id>
+                        <pci_bus_id>00000004:00:00.0</pci_bus_id>
+                        <pci_sub_system_id>134F10DE</pci_sub_system_id>
+                        <pci_gpu_link_info>
+                                <pcie_gen>
+                                        <max_link_gen>4</max_link_gen>
+                                        <current_link_gen>4</current_link_gen>
+                                        <device_current_link_gen>4</device_current_link_gen>
+                                        <max_device_link_gen>4</max_device_link_gen>
+                                        <max_host_link_gen>N/A</max_host_link_gen>
+                                </pcie_gen>
+                                <link_widths>
+                                        <max_link_width>16x</max_link_width>
+                                        <current_link_width>16x</current_link_width>
+                                </link_widths>
+                        </pci_gpu_link_info>
+                        <pci_bridge_chip>
+                                <bridge_chip_type>N/A</bridge_chip_type>
+                                <bridge_chip_fw>N/A</bridge_chip_fw>
+                        </pci_bridge_chip>
+                        <replay_counter>0</replay_counter>
+                        <replay_rollover_counter>0</replay_rollover_counter>
+                        <tx_util>0 KB/s</tx_util>
+                        <rx_util>0 KB/s</rx_util>
+                        <atomic_caps_inbound>N/A</atomic_caps_inbound>
+                        <atomic_caps_outbound>N/A</atomic_caps_outbound>
+                </pci>
+                <fan_speed>N/A</fan_speed>
+                <performance_state>P0</performance_state>
+                <clocks_event_reasons>
+                        <clocks_event_reason_gpu_idle>Active</clocks_event_reason_gpu_idle>
+                        <clocks_event_reason_applications_clocks_setting>Not Active</clocks_event_reason_applications_clocks_setting>
+                        <clocks_event_reason_sw_power_cap>Not Active</clocks_event_reason_sw_power_cap>
+                        <clocks_event_reason_hw_slowdown>Not Active</clocks_event_reason_hw_slowdown>
+                        <clocks_event_reason_hw_thermal_slowdown>Not Active</clocks_event_reason_hw_thermal_slowdown>
+                        <clocks_event_reason_hw_power_brake_slowdown>Not Active</clocks_event_reason_hw_power_brake_slowdown>
+                        <clocks_event_reason_sync_boost>Not Active</clocks_event_reason_sync_boost>
+                        <clocks_event_reason_sw_thermal_slowdown>Not Active</clocks_event_reason_sw_thermal_slowdown>
+                        <clocks_event_reason_display_clocks_setting>Not Active</clocks_event_reason_display_clocks_setting>
+                </clocks_event_reasons>
+                <sparse_operation_mode>N/A</sparse_operation_mode>
+                <fb_memory_usage>
+                        <total>40960 MiB</total>
+                        <reserved>620 MiB</reserved>
+                        <used>0 MiB</used>
+                        <free>40339 MiB</free>
+                </fb_memory_usage>
+                <bar1_memory_usage>
+                        <total>65536 MiB</total>
+                        <used>1 MiB</used>
+                        <free>65535 MiB</free>
+                </bar1_memory_usage>
+                <cc_protected_memory_usage>
+                        <total>0 MiB</total>
+                        <used>0 MiB</used>
+                        <free>0 MiB</free>
+                </cc_protected_memory_usage>
+                <compute_mode>Default</compute_mode>
+                <utilization>
+                        <gpu_util>0 %</gpu_util>
+                        <memory_util>0 %</memory_util>
+                        <encoder_util>0 %</encoder_util>
+                        <decoder_util>0 %</decoder_util>
+                        <jpeg_util>0 %</jpeg_util>
+                        <ofa_util>0 %</ofa_util>
+                </utilization>
+                <encoder_stats>
+                        <session_count>0</session_count>
+                        <average_fps>0</average_fps>
+                        <average_latency>0</average_latency>
+                </encoder_stats>
+                <fbc_stats>
+                        <session_count>0</session_count>
+                        <average_fps>0</average_fps>
+                        <average_latency>0</average_latency>
+                </fbc_stats>
+                <ecc_mode>
+                        <current_ecc>Enabled</current_ecc>
+                        <pending_ecc>Enabled</pending_ecc>
+                </ecc_mode>
+                <ecc_errors>
+                        <volatile>
+                                <sram_correctable>0</sram_correctable>
+                                <sram_uncorrectable_parity>0</sram_uncorrectable_parity>
+                                <sram_uncorrectable_secded>0</sram_uncorrectable_secded>
+                                <dram_correctable>43608</dram_correctable>
+                                <dram_uncorrectable>2</dram_uncorrectable>
+                        </volatile>
+                        <aggregate>
+                                <sram_correctable>0</sram_correctable>
+                                <sram_uncorrectable_parity>0</sram_uncorrectable_parity>
+                                <sram_uncorrectable_secded>0</sram_uncorrectable_secded>
+                                <dram_correctable>195825</dram_correctable>
+                                <dram_uncorrectable>4</dram_uncorrectable>
+                                <sram_threshold_exceeded>No</sram_threshold_exceeded>
+                        </aggregate>
+                        <aggregate_uncorrectable_sram_sources>
+                                <sram_l2>0</sram_l2>
+                                <sram_sm>0</sram_sm>
+                                <sram_microcontroller>0</sram_microcontroller>
+                                <sram_pcie>0</sram_pcie>
+                                <sram_other>0</sram_other>
+                        </aggregate_uncorrectable_sram_sources>
+                </ecc_errors>
+                <retired_pages>
+                        <multiple_single_bit_retirement>
+                                <retired_count>N/A</retired_count>
+                                <retired_pagelist>N/A</retired_pagelist>
+                        </multiple_single_bit_retirement>
+                        <double_bit_retirement>
+                                <retired_count>N/A</retired_count>
+                                <retired_pagelist>N/A</retired_pagelist>
+                        </double_bit_retirement>
+                        <pending_blacklist>N/A</pending_blacklist>
+                        <pending_retirement>N/A</pending_retirement>
+                </retired_pages>
+                <remapped_rows>
+                        <remapped_row_corr>6</remapped_row_corr>
+                        <remapped_row_unc>2</remapped_row_unc>
+                        <remapped_row_pending>Yes</remapped_row_pending>
+                        <remapped_row_failure>No</remapped_row_failure>
+                        <row_remapper_histogram>
+                                <row_remapper_histogram_max>639 bank(s)</row_remapper_histogram_max>
+                                <row_remapper_histogram_high>0 bank(s)</row_remapper_histogram_high>
+                                <row_remapper_histogram_partial>0 bank(s)</row_remapper_histogram_partial>
+                                <row_remapper_histogram_low>0 bank(s)</row_remapper_histogram_low>
+                                <row_remapper_histogram_none>1 bank(s)</row_remapper_histogram_none>
+                        </row_remapper_histogram>
+                </remapped_rows>
+                <temperature>
+                        <gpu_temp>30 C</gpu_temp>
+                        <gpu_temp_tlimit>N/A</gpu_temp_tlimit>
+                        <gpu_temp_max_threshold>92 C</gpu_temp_max_threshold>
+                        <gpu_temp_slow_threshold>89 C</gpu_temp_slow_threshold>
+                        <gpu_temp_max_gpu_threshold>85 C</gpu_temp_max_gpu_threshold>
+                        <gpu_target_temperature>N/A</gpu_target_temperature>
+                        <memory_temp>34 C</memory_temp>
+                        <gpu_temp_max_mem_threshold>95 C</gpu_temp_max_mem_threshold>
+                </temperature>
+                <supported_gpu_target_temp>
+                        <gpu_target_temp_min>N/A</gpu_target_temp_min>
+                        <gpu_target_temp_max>N/A</gpu_target_temp_max>
+                </supported_gpu_target_temp>
+                <gpu_power_readings>
+                        <power_state>P0</power_state>
+                        <power_draw>52.54 W</power_draw>
+                        <current_power_limit>400.00 W</current_power_limit>
+                        <requested_power_limit>400.00 W</requested_power_limit>
+                        <default_power_limit>400.00 W</default_power_limit>
+                        <min_power_limit>100.00 W</min_power_limit>
+                        <max_power_limit>400.00 W</max_power_limit>
+                </gpu_power_readings>
+                <module_power_readings>
+                        <power_state>P0</power_state>
+                        <power_draw>N/A</power_draw>
+                        <current_power_limit>N/A</current_power_limit>
+                        <requested_power_limit>N/A</requested_power_limit>
+                        <default_power_limit>N/A</default_power_limit>
+                        <min_power_limit>N/A</min_power_limit>
+                        <max_power_limit>N/A</max_power_limit>
+                </module_power_readings>
+                <clocks>
+                        <graphics_clock>210 MHz</graphics_clock>
+                        <sm_clock>210 MHz</sm_clock>
+                        <mem_clock>1215 MHz</mem_clock>
+                        <video_clock>585 MHz</video_clock>
+                </clocks>
+                <applications_clocks>
+                        <graphics_clock>1410 MHz</graphics_clock>
+                        <mem_clock>1215 MHz</mem_clock>
+                </applications_clocks>
+                <default_applications_clocks>
+                        <graphics_clock>1095 MHz</graphics_clock>
+                        <mem_clock>1215 MHz</mem_clock>
+                </default_applications_clocks>
+                <deferred_clocks>
+                        <mem_clock>N/A</mem_clock>
+                </deferred_clocks>
+                <max_clocks>
+                        <graphics_clock>1410 MHz</graphics_clock>
+                        <sm_clock>1410 MHz</sm_clock>
+                        <mem_clock>1215 MHz</mem_clock>
+                        <video_clock>1290 MHz</video_clock>
+                </max_clocks>
+                <max_customer_boost_clocks>
+                        <graphics_clock>1410 MHz</graphics_clock>
+                </max_customer_boost_clocks>
+                <clock_policy>
+                        <auto_boost>N/A</auto_boost>
+                        <auto_boost_default>N/A</auto_boost_default>
+                </clock_policy>
+                <voltage>
+                        <graphics_volt>712.500 mV</graphics_volt>
+                </voltage>
+                <fabric>
+                        <state>N/A</state>
+                        <status>N/A</status>
+                </fabric>
+                <supported_clocks>
+                        <supported_mem_clock>
+                                <value>1215 MHz</value>
+                                <supported_graphics_clock>1410 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1395 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1380 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1365 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1350 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1335 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1320 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1305 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1290 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1275 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1260 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1245 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1230 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1215 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1200 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1185 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1170 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1155 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1140 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1125 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1110 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1095 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1080 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1065 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1050 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1035 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1020 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>1005 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>990 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>975 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>960 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>945 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>930 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>915 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>900 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>885 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>870 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>855 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>840 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>825 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>810 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>795 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>780 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>765 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>750 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>735 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>720 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>705 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>690 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>675 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>660 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>645 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>630 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>615 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>600 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>585 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>570 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>555 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>540 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>525 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>510 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>495 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>480 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>465 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>450 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>435 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>420 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>405 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>390 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>375 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>360 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>345 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>330 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>315 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>300 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>285 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>270 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>255 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>240 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>225 MHz</supported_graphics_clock>
+                                <supported_graphics_clock>210 MHz</supported_graphics_clock>
+                        </supported_mem_clock>
+                </supported_clocks>
+                <processes>
+                </processes>
+                <accounted_processes>
+                </accounted_processes>
+        </gpu>
+
+</nvidia_smi_log>
diff --git a/src/openpai-runtime/src/go/example/test/runtime.pai.error.t1 b/src/openpai-runtime/src/go/example/test/runtime.pai.error.t1
new file mode 100644
index 00000000..aa16727d
--- /dev/null
+++ b/src/openpai-runtime/src/go/example/test/runtime.pai.error.t1
@@ -0,0 +1 @@
+Error:2019/08/13 14:19:24 Failed to start tensorboard
\ No newline at end of file
diff --git a/src/openpai-runtime/src/go/example/test/user.pai.all.t1 b/src/openpai-runtime/src/go/example/test/user.pai.all.t1
new file mode 100644
index 00000000..21c87a81
--- /dev/null
+++ b/src/openpai-runtime/src/go/example/test/user.pai.all.t1
@@ -0,0 +1,52 @@
+Collecting memory_profiler
+  Downloading https://files.pythonhosted.org/packages/9f/fe/1fca7273dd111108f204a686b12a12b6422d405fe4614087aa7d5a66ea87/memory_profiler-0.55.0.tar.gz (40kB)
+Collecting psutil (from memory_profiler)
+  Downloading https://files.pythonhosted.org/packages/1c/ca/5b8c1fe032a458c2c4bcbe509d1401dca9dda35c7fc46b36bb81c2834740/psutil-5.6.3.tar.gz (435kB)
+Building wheels for collected packages: memory-profiler, psutil
+  Running setup.py bdist_wheel for memory-profiler: started
+  Running setup.py bdist_wheel for memory-profiler: finished with status 'done'
+  Stored in directory: /root/.cache/pip/wheels/f0/ff/63/fdbff3f1e1b76ad4eae491dd5b190902906b093e93eb86dd5a
+  Running setup.py bdist_wheel for psutil: started
+  Running setup.py bdist_wheel for psutil: finished with status 'done'
+  Stored in directory: /root/.cache/pip/wheels/90/7e/74/bb640d77775e6b6a78bcc3120f9fea4d2a28b2706de1cff37d
+Successfully built memory-profiler psutil
+Installing collected packages: psutil, memory-profiler
+Successfully installed memory-profiler-0.55.0 psutil-5.6.3
+You are using pip version 8.1.1, however version 19.2.2 is available.
+You should consider upgrading via the 'pip install --upgrade pip' command.
+Downloading 20news dataset. This may take a few minutes.
+Downloading dataset from https://ndownloader.figshare.com/files/5975967 (14 MB)
+================================================================================
+#    Text vectorizers benchmark
+================================================================================
+
+Using a subset of the 20 newsrgoups dataset (11314 documents).
+This benchmarks runs in ~20 min ...
+
+========== Run time performance (sec) ===========
+
+Computing the mean and the standard deviation of the run time over 3 runs...
+
+vectorizer           CountVectorizer       ...       TfidfVectorizer
+analyzer ngram_range                       ...                      
+char     (4, 4)       19.01 (+-0.17)       ...        20.53 (+-0.09)
+char_wb  (4, 4)       14.42 (+-0.16)       ...        15.41 (+-0.22)
+word     (1, 1)        3.18 (+-0.01)       ...         3.39 (+-0.00)
+         (1, 2)       14.68 (+-0.07)       ...        15.23 (+-0.45)
+         (1, 4)       61.53 (+-0.64)       ...        62.70 (+-0.55)
+
+[5 rows x 3 columns]
+
+=============== Memory usage (MB) ===============
+
+vectorizer           CountVectorizer       ...       TfidfVectorizer
+analyzer ngram_range                       ...                      
+char     (4, 4)               1383.7       ...                1382.9
+char_wb  (4, 4)               1229.3       ...                1226.7
+word     (1, 1)                412.9       ...                 819.2
+         (1, 2)               1133.2       ...                1559.7
+         (1, 4)               4740.0       ...                4742.6
+
+[5 rows x 3 columns]
+ERROR: exec program failed
+ERROR: job will exit
\ No newline at end of file
diff --git a/src/openpai-runtime/src/go/example/test/user.pai.all.t2 b/src/openpai-runtime/src/go/example/test/user.pai.all.t2
new file mode 100644
index 00000000..0126cc81
--- /dev/null
+++ b/src/openpai-runtime/src/go/example/test/user.pai.all.t2
@@ -0,0 +1,16 @@
+I0821 01:29:27.642266   255 solver.cpp:239] Iteration 9800 (343.308 iter/s, 0.291283s/100 iters), loss = 0.0195238
+I0821 01:29:27.642313   255 solver.cpp:258]     Train net output #0: loss = 0.0195237 (* 1 = 0.0195237 loss)
+I0821 01:29:27.642320   255 sgd_solver.cpp:112] Iteration 9800, lr = 0.00599102
+I0821 01:29:27.931581   255 solver.cpp:239] Iteration 9900 (345.708 iter/s, 0.289262s/100 iters), loss = 0.00667059
+I0821 01:29:27.931633   255 solver.cpp:258]     Train net output #0: loss = 0.00667056 (* 1 = 0.00667056 loss)
+I0821 01:29:27.931641   255 sgd_solver.cpp:112] Iteration 9900, lr = 0.00596843
+I0821 01:29:28.216984   255 solver.cpp:464] Snapshotting to binary proto file examples/mnist/lenet_iter_10000.caffemodel
+I0821 01:29:28.225509   255 sgd_solver.cpp:284] Snapshotting solver state to binary proto file examples/mnist/lenet_iter_10000.solverstate
+I0821 01:29:28.229773   255 solver.cpp:327] Iteration 10000, loss = 0.00225913
+I0821 01:29:28.229805   255 solver.cpp:347] Iteration 10000, Testing net (#0)
+I0821 01:29:28.372934   260 data_layer.cpp:73] Restarting data prefetching from start.
+I0821 01:29:28.378298   255 solver.cpp:414]     Test net output #0: accuracy = 0.9911
+I0821 01:29:28.378334   255 solver.cpp:414]     Test net output #1: loss = 0.0274921 (* 1 = 0.0274921 loss)
+I0821 01:29:28.378340   255 solver.cpp:332] Optimization Done.
+I0821 01:29:28.378342   255 caffe.cpp:250] Optimization Done.
+Command "/usr/bin/python -u -c "import setuptools, tokenize;__file__='/tmp/pip-build-Lq_ve7/scikit-learn/setup.py';exec(compile(getattr(tokenize, 'open', open)(__file__).read().replace('\r\n', '\n'), __file__, 'exec'))" install --record /tmp/pip-brKcGX-record/install-record.txt --single-version-externally-managed --compile" failed with error code 1 in /tmp/pip-build-Lq_ve7/scikit-learn/
\ No newline at end of file
diff --git a/src/openpai-runtime/src/go/example/test/user.pai.all.t3 b/src/openpai-runtime/src/go/example/test/user.pai.all.t3
new file mode 100644
index 00000000..9368aaeb
--- /dev/null
+++ b/src/openpai-runtime/src/go/example/test/user.pai.all.t3
@@ -0,0 +1,16 @@
+I0821 01:29:27.642266   255 solver.cpp:239] Iteration 9800 (343.308 iter/s, 0.291283s/100 iters), loss = 0.0195238
+I0821 01:29:27.642313   255 solver.cpp:258]     Train net output #0: loss = 0.0195237 (* 1 = 0.0195237 loss)
+I0821 01:29:27.642320   255 sgd_solver.cpp:112] Iteration 9800, lr = 0.00599102
+I0821 01:29:27.931581   255 solver.cpp:239] Iteration 9900 (345.708 iter/s, 0.289262s/100 iters), loss = 0.00667059
+I0821 01:29:27.931633   255 solver.cpp:258]     Train net output #0: loss = 0.00667056 (* 1 = 0.00667056 loss)
+I0821 01:29:27.931641   255 sgd_solver.cpp:112] Iteration 9900, lr = 0.00596843
+I0821 01:29:28.216984   255 solver.cpp:464] Snapshotting to binary proto file examples/mnist/lenet_iter_10000.caffemodel
+I0821 01:29:28.225509   255 sgd_solver.cpp:284] Snapshotting solver state to binary proto file examples/mnist/lenet_iter_10000.solverstate
+I0821 01:29:28.229773   255 solver.cpp:327] Iteration 10000, loss = 0.00225913
+I0821 01:29:28.229805   255 solver.cpp:347] Iteration 10000, Testing net (#0)
+I0821 01:29:28.372934   260 data_layer.cpp:73] Restarting data prefetching from start.
+I0821 01:29:28.378298   255 solver.cpp:414]     Test net output #0: accuracy = 0.9911
+Some package not install property, command failed
+I0821 01:29:28.378340   255 solver.cpp:332] Optimization Done.
+I0821 01:29:28.378342   255 caffe.cpp:250] Optimization Done.
+Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-build-flh7rol4/matplotlib/
\ No newline at end of file
diff --git a/src/openpai-runtime/src/go/example/test/user.pai.all.t4 b/src/openpai-runtime/src/go/example/test/user.pai.all.t4
new file mode 100644
index 00000000..8790f4df
--- /dev/null
+++ b/src/openpai-runtime/src/go/example/test/user.pai.all.t4
@@ -0,0 +1 @@
+ERROR: connect tensorboard failed. Timeout
\ No newline at end of file
diff --git a/src/openpai-runtime/src/go/example/test/user.pai.all.t5 b/src/openpai-runtime/src/go/example/test/user.pai.all.t5
new file mode 100644
index 00000000..eac98e42
--- /dev/null
+++ b/src/openpai-runtime/src/go/example/test/user.pai.all.t5
@@ -0,0 +1,18 @@
+2020-07-31 07:49:18.909070: W tensorflow/core/common_runtime/bfc_allocator.cc:319] ********___*****________***********************************************************_________________
+2020-07-31 07:49:18.909117: W tensorflow/core/framework/op_kernel.cc:1502] OP_REQUIRES failed at softmax_op_gpu.cu.cc:156 : Resource exhausted: OOM when allocating tensor with shape[248,12,410,410] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc
+Traceback (most recent call last):
+  File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1356, in _do_call
+    return fn(*args)
+  File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1341, in _run_fn
+    options, feed_dict, fetch_list, target_list, run_metadata)
+  File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1429, in _call_tf_sessionrun
+    run_metadata)
+tensorflow.python.framework.errors_impl.ResourceExhaustedError: [_Derived_]{{function_node cluster_0}} OOM when allocating tensor with shape[248,12,410,410] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc
+	 [[{{node meta/encoder/layer_0/attention/self/Softmax}}]]
+Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info.
+
+	 [[cluster_0_1/partitioned_call]]
+Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info.
+
+	 [[cluster_0_1/merge_oidx_0/_663]]
+Hint: If you want to see a list of allocated tensors when OOM happens, add report_tensor_allocations_upon_oom to RunOptions for current allocation info.
\ No newline at end of file
diff --git a/src/openpai-runtime/src/go/go.mod b/src/openpai-runtime/src/go/go.mod
new file mode 100644
index 00000000..8c3557de
--- /dev/null
+++ b/src/openpai-runtime/src/go/go.mod
@@ -0,0 +1,15 @@
+module github.com/microsoft/openpai-runtime
+
+go 1.22
+
+require (
+	github.com/stretchr/testify v1.9.0
+	gopkg.in/yaml.v2 v2.4.0
+)
+
+require (
+	github.com/davecgh/go-spew v1.1.1 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
+	github.com/stretchr/objx v0.5.2 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+)
diff --git a/src/openpai-runtime/src/go/go.sum b/src/openpai-runtime/src/go/go.sum
new file mode 100644
index 00000000..c4a4c364
--- /dev/null
+++ b/src/openpai-runtime/src/go/go.sum
@@ -0,0 +1,14 @@
+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
+github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY=
+github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
+github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
+github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
+gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
+gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
+gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
diff --git a/src/openpai-runtime/src/go/pkg/aggregator/aggregator_test.go b/src/openpai-runtime/src/go/pkg/aggregator/aggregator_test.go
new file mode 100644
index 00000000..52cbb5af
--- /dev/null
+++ b/src/openpai-runtime/src/go/pkg/aggregator/aggregator_test.go
@@ -0,0 +1,160 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package aggregator
+
+import (
+	"bytes"
+	"fmt"
+	"testing"
+
+	"github.com/microsoft/openpai-runtime/pkg/logger"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/mock"
+)
+
+type mockGpuInfoCollector struct {
+	mock.Mock
+	l *logger.Logger
+}
+
+func (m *mockGpuInfoCollector) collectGpuStatus() (*gpuStatus, error) {
+	args := m.Called()
+	return args.Get(0).(*gpuStatus), args.Error(1)
+}
+
+func initAggregator(usrLog, runtimgLog string) (*ErrorAggregator, error) {
+	log := logger.NewLogger()
+	l := LogFiles{
+		UserLog:         usrLog,
+		RuntimeErrorLog: runtimgLog,
+	}
+	a, err := NewErrorAggregator(&l, log)
+	if err != nil {
+		return nil, err
+	}
+
+	err = a.LoadRuntimeErrorSpecs("../../example/config/failurePatterns.yml")
+	if err != nil {
+		return nil, err
+	}
+	return a, nil
+}
+
+func TestGenerateExitInfo(t *testing.T) {
+	a, err := initAggregator("../../example/test/user.pai.all.t1", "../../example/test/runtime.pai.error.t1")
+	assert.Nil(t, err)
+
+	exitInfo, err := a.GenerateExitInfo(137)
+	assert.Nil(t, err)
+
+	assert.Equal(t, exitInfo.Exitcode, 137)
+	assert.Equal(t, exitInfo.OriginUserExitCode, 137)
+}
+
+func TestGenerateExitInfoWithRegex(t *testing.T) {
+	a, err := initAggregator("../../example/test/user.pai.all.t2", "../../example/test/runtime.pai.error.t1")
+	assert.Nil(t, err)
+
+	exitInfo, err := a.GenerateExitInfo(1)
+	assert.Nil(t, err)
+
+	assert.Equal(t, exitInfo.Exitcode, 10)
+	assert.Equal(t, exitInfo.OriginUserExitCode, 1)
+	assert.Equal(t, *exitInfo.MatchedUserLogString, "exec(compile(getattr(tokenize, 'open', open)(__file__)")
+}
+
+func TestGenerateExitInfoWithMultiPattern(t *testing.T) {
+	a, err := initAggregator("../../example/test/user.pai.all.t3", "../../example/test/runtime.pai.error.t1")
+	assert.Nil(t, err)
+
+	exitInfo, err := a.GenerateExitInfo(1)
+	assert.Nil(t, err)
+
+	assert.Equal(t, exitInfo.Exitcode, 12)
+	assert.Equal(t, exitInfo.OriginUserExitCode, 1)
+	assert.Equal(t, *exitInfo.MatchedUserLogString, "failed with error code 1 in /tmp/pip")
+}
+
+func TestGenerateExitInfoWithTruncateLog(t *testing.T) {
+	a, err := initAggregator("../../example/test/user.pai.all.t2", "../../example/test/runtime.pai.error.t1")
+	assert.Nil(t, err)
+
+	a.SetMaxAggregateLogSize(230)
+	exitInfo, err := a.GenerateExitInfo(1)
+	assert.Nil(t, err)
+
+	obuf := bytes.NewBufferString("")
+	a.DumpExitSummary(exitInfo, obuf)
+	fmt.Println(obuf.Len())
+	assert.True(t, obuf.Len()-len(a.ExitInfoSuffix())-len(a.ExitInfoSuffix()) <= 230)
+}
+
+func TestGenerateExitInfoWithUnkonwError(t *testing.T) {
+	a, err := initAggregator("../../example/test/user.pai.all.t1", "../../example/test/runtime.pai.error.t1")
+	assert.Nil(t, err)
+
+	exitInfo, err := a.GenerateExitInfo(254)
+	assert.Nil(t, err)
+
+	assert.Equal(t, exitInfo.Exitcode, 255)
+	assert.Equal(t, exitInfo.OriginUserExitCode, 254)
+}
+
+func TestGenerateExitInfoWithAndLogic(t *testing.T) {
+	a, err := initAggregator("../../example/test/user.pai.all.t4", "../../example/test/runtime.pai.error.t1")
+	assert.Nil(t, err)
+
+	exitInfo, err := a.GenerateExitInfo(1)
+	assert.Nil(t, err)
+
+	assert.Equal(t, exitInfo.Exitcode, 15)
+	assert.Equal(t, exitInfo.OriginUserExitCode, 1)
+	assert.Equal(t, *exitInfo.MatchedPlatformLogString, "Failed to start tensorboard")
+	assert.Equal(t, *exitInfo.MatchedUserLogString, "connect tensorboard failed")
+}
+
+func TestGenerateExitWithEnvInfo(t *testing.T) {
+	mockGpuInfoCollector := new(mockGpuInfoCollector)
+	mockGpuInfoCollector.On("collectGpuStatus").Return(&gpuStatus{2}, nil)
+	a, _ := initAggregator("../../example/test/user.pai.all.t1", "../../example/test/runtime.pai.error.t1")
+	a.gpuInfoCollector = mockGpuInfoCollector
+	exitInfo, err := a.GenerateExitInfo(1)
+	assert.Nil(t, err)
+
+	expectedGpuInfo := &gpuInfo{NvidiaDoubleEccError: true}
+	assert.Equal(t, exitInfo.Exitcode, 16)
+	assert.Equal(t, exitInfo.MatchedGpuInfo, expectedGpuInfo)
+}
+
+func TestGenerateExitInfoWithTruncateFail(t *testing.T) {
+	a, err := initAggregator("../../example/test/user.pai.all.t5", "../../example/test/runtime.pai.error.t1")
+	assert.Nil(t, err)
+
+	a.SetMaxAggregateLogSize(128)
+	exitInfo, _ := a.GenerateExitInfo(1)
+	obuf := bytes.NewBufferString("")
+	a.DumpExitSummary(exitInfo, obuf)
+
+	assert.Equal(t, exitInfo.Exitcode, 221)
+	assert.Equal(t, exitInfo.OriginUserExitCode, 1)
+}
diff --git a/src/openpai-runtime/src/go/pkg/aggregator/error_aggregator.go b/src/openpai-runtime/src/go/pkg/aggregator/error_aggregator.go
new file mode 100644
index 00000000..fc440f83
--- /dev/null
+++ b/src/openpai-runtime/src/go/pkg/aggregator/error_aggregator.go
@@ -0,0 +1,567 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package aggregator
+
+import (
+	"errors"
+	"io"
+	"io/ioutil"
+	"os"
+	"reflect"
+	"regexp"
+	"strings"
+
+	"github.com/microsoft/openpai-runtime/pkg/logger"
+	"gopkg.in/yaml.v2"
+)
+
+type runtimeErrorSpec struct {
+	ContainerExitCode int       `yaml:"containerExitCode"`
+	Patterns          []pattern `yaml:"patterns"`
+}
+
+type pattern struct {
+	ExitCode         *int     `yaml:"exitCode"`
+	UserLogRegex     *string  `yaml:"userLogRegex"`
+	PlatformLogRegex *string  `yaml:"platformLogRegex"`
+	GpuInfo          *gpuInfo `yaml:"gpuInfo"`
+	// Can add more patterns here
+}
+
+type gpuInfo struct {
+	NvidiaDoubleEccError bool `yaml:"nvidiaDoubleEccError,omitempty"`
+}
+
+type errorLogs struct {
+	User     *string `yaml:"user,omitempty"`
+	Platform *string `yaml:"platform,omitempty"`
+}
+
+// RuntimeExitInfo the aggregated exit info
+type RuntimeExitInfo struct {
+	Exitcode                 int        `yaml:"exitCode"`
+	Trigger                  *string    `yaml:"trigger,omitempty"`
+	OriginUserExitCode       int        `yaml:"originUserExitCode"`
+	MatchedUserLogString     *string    `yaml:"matchedUserLogString,omitempty"`
+	MatchedPlatformLogString *string    `yaml:"matchedPlatformLogString,omitempty"`
+	MatchedGpuInfo           *gpuInfo   `yaml:"matchedGpuInfo,omitempty"`
+	CaughtException          *string    `yaml:"caughtException,omitempty"`
+	ErrorLogs                *errorLogs `yaml:"errorLogs,omitempty"`
+}
+
+// LogFiles point the path for userLog and platLog
+type LogFiles struct {
+	UserLog         string
+	RuntimeErrorLog string
+}
+
+type matchResult struct {
+	matchedUserLog     *string
+	matchedPlatformLog *string
+	platLog            []string
+	userLog            []string
+	gpuInfo            *gpuInfo
+}
+
+// ErrorAggregator is used to generate the aggregate error message
+type ErrorAggregator struct {
+	errorSpecs          []*runtimeErrorSpec
+	logFiles            *LogFiles
+	logger              *logger.Logger
+	gpuInfoCollector    gpuInfoCollector
+	maxAggregateLogSize int
+	maxMatchLogLen      int
+	maxUserLogLines     int
+	maxRuntimeLogLines  int
+	defaultExitCode     int
+	maxSearchLogSize    int64
+	aggExitInfoBegin    string
+	aggExitInfoEnd      string
+}
+
+func ptrString(o string) *string {
+	return &o
+}
+
+func ptrInt(o int) *int {
+	return &o
+}
+
+// LoadRuntimeErrorSpecs is used to load error spec from configured yaml file
+func (a *ErrorAggregator) LoadRuntimeErrorSpecs(fileName string) error {
+	failurePatterns, err := ioutil.ReadFile(fileName)
+	if err != nil {
+		a.logger.Error("failed to load runtime spec:", err)
+		return err
+	}
+
+	err = yaml.Unmarshal(failurePatterns, &a.errorSpecs)
+	if err != nil {
+		a.logger.Error("failed to unmarshal:", err)
+		return err
+	}
+	return nil
+}
+
+// GenerateExitInfo is used to generate the exit info
+func (a *ErrorAggregator) GenerateExitInfo(userExitCode int) (*RuntimeExitInfo, error) {
+	var exitInfo RuntimeExitInfo
+	var result *matchResult
+	var isMatch bool
+
+	// no error occur
+	if userExitCode == 0 {
+		return nil, nil
+	}
+
+	userFile, err := os.Open(a.logFiles.UserLog)
+	if err != nil {
+		return nil, err
+	}
+	defer userFile.Close()
+
+	runtimeFile, err := os.Open(a.logFiles.RuntimeErrorLog)
+	if err != nil {
+		return nil, err
+	}
+	defer runtimeFile.Close()
+
+	userLog, err := a.getTailContentFromFile(userFile, a.maxSearchLogSize)
+	if err != nil {
+		a.logger.Error("some error occur when getting user log conent, may cause inaccurate result", err)
+	}
+
+	platformLog, err := a.getTailContentFromFile(runtimeFile, a.maxSearchLogSize)
+	if err != nil {
+		a.logger.Error("some error occur when getting runtime user log conent, may cause inaccurate result", err)
+	}
+
+	gi := a.collectGpuInfo()
+
+	for _, spec := range a.errorSpecs {
+		isMatch, result = a.matchSpecPatten(spec, userExitCode, userLog, platformLog, gi)
+		if isMatch {
+			exitInfo.Exitcode = spec.ContainerExitCode
+			exitInfo.OriginUserExitCode = userExitCode
+			exitInfo.MatchedUserLogString = result.matchedUserLog
+			exitInfo.MatchedPlatformLogString = result.matchedPlatformLog
+			exitInfo.CaughtException = nil
+			exitInfo.MatchedGpuInfo = result.gpuInfo
+			if result.platLog != nil || result.userLog != nil {
+				exitInfo.ErrorLogs = new(errorLogs)
+				exitInfo.ErrorLogs.Platform = ptrString(strings.Join(result.platLog, "\n"))
+				exitInfo.ErrorLogs.User = ptrString(strings.Join(result.userLog, "\n"))
+			}
+			break
+		}
+	}
+
+	if !isMatch {
+		exitInfo.Exitcode = a.defaultExitCode
+		exitInfo.OriginUserExitCode = userExitCode
+		exitInfo.ErrorLogs = new(errorLogs)
+		exitInfo.ErrorLogs.Platform = ptrString(strings.Join(a.extractNlinesTailLog(platformLog, a.maxRuntimeLogLines), "\n"))
+		exitInfo.ErrorLogs.User = ptrString(strings.Join(a.extractNlinesTailLog(userLog, a.maxUserLogLines), "\n"))
+	}
+
+	return &exitInfo, nil
+}
+
+// DumpExitSummary dump the summarized exit info into file
+func (a *ErrorAggregator) DumpExitSummary(exitInfo *RuntimeExitInfo, dumpFile io.Writer) error {
+	var aggregateLog []string
+	truncatedData, err := a.truncateExitSummary(exitInfo)
+	if err != nil {
+		a.logger.Error("failed to get truncate exit info, err:", err)
+		return err
+	}
+
+	aggregateLog = append(aggregateLog, a.aggExitInfoBegin, string(truncatedData), a.aggExitInfoEnd)
+	_, err = dumpFile.Write([]byte(strings.Join(aggregateLog, "\n")))
+	if err != nil {
+		a.logger.Error("failed to write runtime exit info into file:", err)
+		return err
+	}
+	return nil
+}
+
+func (a *ErrorAggregator) getPatternLoc(regex string, content []byte) ([]int, error) {
+	r, err := regexp.Compile(regex)
+	if err != nil {
+		return nil, err
+	}
+	loc := r.FindIndex(content)
+	return loc, nil
+}
+
+func (a *ErrorAggregator) mergeLogs(lhs []string, rhs []string, match []string, content string, matchLoc []int) []string {
+	var res []string
+	res = append(res, lhs...)
+
+	i, l := matchLoc[0], matchLoc[1]
+	if lhs != nil && i > 0 && content[i-1] != '\n' {
+		res[len(res)-1] = lhs[len(lhs)-1] + match[0]
+		res = append(res, match[1:]...)
+	} else {
+		res = append(res, match...)
+	}
+
+	if e := i + l; rhs != nil && e < len(content) && content[e] != '\n' {
+		res[len(res)-1] = res[len(res)-1] + rhs[0]
+		res = append(res, rhs[1:]...)
+	} else {
+		res = append(res, rhs...)
+	}
+	return res
+}
+
+func (a *ErrorAggregator) extractNlinesTailLog(conent []byte, maxLogLines int) []string {
+	var start int
+	if logLen := len(conent); logLen > a.maxAggregateLogSize {
+		start = logLen - a.maxAggregateLogSize
+	}
+	truncatedLog := string(conent[start:])
+	truncatedLogLines := strings.Split(strings.ReplaceAll(truncatedLog, "\r\n", "\n"), "\n")
+	length := len(truncatedLogLines)
+	if length < maxLogLines {
+		return truncatedLogLines
+	}
+	return truncatedLogLines[length-maxLogLines:]
+}
+
+func (a *ErrorAggregator) extractMatchLog(loc []int, content []byte, maxLogLines int) ([]string, error) {
+	// use simple rules. will extract 2 lines above the match pattern and other lines below the match pattern
+	if loc == nil {
+		// fallback to extract tail logs
+		return a.extractNlinesTailLog(content, maxLogLines), nil
+	}
+
+	if len(loc) < 2 {
+		return nil, errors.New("loc is invalid")
+	}
+
+	startPos := loc[0] - a.maxAggregateLogSize
+	endPos := loc[1] + a.maxAggregateLogSize
+
+	if startPos < 0 {
+		startPos = 0
+	}
+
+	if endPos >= len(content) {
+		endPos = len(content)
+	}
+
+	matchString := string(content[loc[0]:loc[1]])
+	curContent := string(content[startPos:endPos])
+	curContent = strings.ReplaceAll(curContent, "\r\n", "\n")
+
+	matchStartIndex := strings.Index(curContent, matchString)
+	lhsLines := strings.Split(curContent[:matchStartIndex], "\n")
+	rhsLines := strings.Split(curContent[matchStartIndex+len(matchString):], "\n")
+	matchLines := strings.Split(matchString, "\n")
+
+	if len(matchLines) >= maxLogLines {
+		return matchLines[len(matchLines)-maxLogLines : len(matchLines)], nil
+	}
+
+	// if the logs behind match string only contains few lines, try to extract more logs before the match string
+	lhsLineOffset := 3
+	if lines, stagingLines := maxLogLines-lhsLineOffset, len(rhsLines)+len(matchLines); stagingLines < lines {
+		lhsLineOffset = maxLogLines - stagingLines
+	}
+
+	var lhsStart, rhsEnd int
+	if lhsStart = len(lhsLines) - lhsLineOffset; lhsStart < 0 {
+		lhsStart = 0
+	}
+
+	lhsLineNumber := len(lhsLines) - lhsStart
+	if rhsEnd = maxLogLines - lhsLineNumber - len(matchLines); rhsEnd < 0 {
+		rhsEnd = 0
+	}
+	if rhsEnd > len(rhsLines) {
+		rhsEnd = len(rhsLines)
+	}
+	logLines := a.mergeLogs(lhsLines[lhsStart:], rhsLines[:rhsEnd], matchLines, curContent,
+		[]int{matchStartIndex, len(matchString)})
+
+	if len(logLines) > maxLogLines {
+		logLines = logLines[len(logLines)-maxLogLines:]
+	}
+	return logLines, nil
+}
+
+func (a *ErrorAggregator) getMatchedLogString(loc []int, log []byte) *string {
+	if loc != nil && len(loc) == 2 {
+		match := log[loc[0]:loc[1]]
+		if len(match) > a.maxMatchLogLen {
+			a.logger.Warning("The size of match log len is", len(match), "more than", a.maxMatchLogLen)
+			match = match[:a.maxMatchLogLen]
+		}
+		return ptrString(string(match))
+	}
+	return nil
+}
+
+func (a *ErrorAggregator) matchSpecPatten(spec *runtimeErrorSpec, userExitCode int, userLog []byte,
+	platformLog []byte, gpuInfo *gpuInfo) (bool, *matchResult) {
+	var result = new(matchResult)
+	var platPatternLoc, userPatternLoc []int
+	var err error
+
+	for _, p := range spec.Patterns {
+		if p.ExitCode != nil && *p.ExitCode != userExitCode {
+			continue
+		}
+
+		if p.PlatformLogRegex != nil {
+			platPatternLoc, err = a.getPatternLoc(*p.PlatformLogRegex, platformLog)
+			if err != nil {
+				a.logger.Error("Regex pattern is invalid", err)
+				continue
+			}
+			if platPatternLoc == nil {
+				continue
+			}
+		}
+		if p.UserLogRegex != nil {
+			userPatternLoc, err = a.getPatternLoc(*p.UserLogRegex, userLog)
+			if err != nil {
+				a.logger.Error("regex pattern is invalid", err)
+				continue
+			}
+			if userPatternLoc == nil {
+				continue
+			}
+		}
+		if p.GpuInfo != nil {
+			if !reflect.DeepEqual(p.GpuInfo, gpuInfo) {
+				continue
+			}
+		}
+
+		// we can get matched pattern here
+		var platLogLines, userLogLines []string
+		platLogLines, err = a.extractMatchLog(platPatternLoc, platformLog, a.maxRuntimeLogLines)
+		if err != nil {
+			a.logger.Error("extract platLog error", err)
+		}
+
+		userLogLines, err = a.extractMatchLog(userPatternLoc, userLog, a.maxUserLogLines)
+		if err != nil {
+			a.logger.Error("extract userLog error", err)
+		}
+
+		result.matchedUserLog = a.getMatchedLogString(userPatternLoc, userLog)
+		result.matchedPlatformLog = a.getMatchedLogString(platPatternLoc, platformLog)
+		result.platLog = platLogLines
+		result.userLog = userLogLines
+		result.gpuInfo = p.GpuInfo
+		return true, result
+	}
+	return false, nil
+}
+
+func (a *ErrorAggregator) getTailContentFromFile(f *os.File, maxTailSize int64) ([]byte, error) {
+	stat, err := f.Stat()
+	if err != nil {
+		return nil, err
+	}
+
+	off := int64(0)
+	fileSize := stat.Size()
+	readSize := fileSize
+
+	if fileSize == 0 {
+		return nil, nil
+	}
+
+	if fileSize > maxTailSize {
+		off = fileSize - maxTailSize
+		readSize = maxTailSize
+	}
+
+	content := make([]byte, readSize)
+	_, err = f.ReadAt(content, off)
+	return content, err
+}
+
+func (a *ErrorAggregator) truncateLog(logConent *string, truncateSize int, matchString *string) (*string, int) {
+	if logConent == nil {
+		return nil, 0
+	}
+
+	logSize := len(*logConent)
+	matchBeginPos := -1
+	if matchString != nil {
+		matchBeginPos = strings.Index(*logConent, *matchString)
+	}
+
+	if logSize > truncateSize {
+		if matchString == nil || matchBeginPos == -1 || matchBeginPos > truncateSize {
+			truncatedLog := (*logConent)[truncateSize:]
+			return &truncatedLog, logSize - len(truncatedLog)
+		}
+		// try to keep the match string as much as possible
+		truncatedLog := (*logConent)[matchBeginPos:]
+		remainTruncateSize := truncateSize - matchBeginPos
+		truncatedLog = truncatedLog[:len(truncatedLog)-remainTruncateSize]
+		return &truncatedLog, logSize - len(truncatedLog)
+	}
+	return nil, logSize
+}
+
+func (a *ErrorAggregator) getMinimalExitSummary(r *RuntimeExitInfo) *RuntimeExitInfo {
+	var ret RuntimeExitInfo
+	ret.OriginUserExitCode = r.OriginUserExitCode
+	ret.Exitcode = r.Exitcode
+	ret.MatchedGpuInfo = r.MatchedGpuInfo
+	return &ret
+}
+
+func (a *ErrorAggregator) recalculateRemainTruncateSize(r *RuntimeExitInfo, targetSize int) ([]byte, int, error) {
+	data, err := yaml.Marshal(r)
+	if err != nil {
+		return nil, 0, err
+	}
+	return data, len(data) - targetSize, nil
+}
+
+// runtimeExitInfo will be modified in this function
+func (a *ErrorAggregator) truncateExitSummary(runtimeExitInfo *RuntimeExitInfo) ([]byte, error) {
+	data, err := yaml.Marshal(runtimeExitInfo)
+	if err != nil {
+		return nil, err
+	}
+
+	exitInfoSize := len(data)
+	targetSize := a.maxAggregateLogSize
+	if exitInfoSize <= targetSize {
+		return data, nil
+	}
+	remainTruncateSize := exitInfoSize - targetSize
+
+	if runtimeExitInfo.ErrorLogs != nil {
+		// truncate runtime log first
+		truncatedRuntimeLog, _ := a.truncateLog(runtimeExitInfo.ErrorLogs.Platform, remainTruncateSize, runtimeExitInfo.MatchedPlatformLogString)
+		runtimeExitInfo.ErrorLogs.Platform = truncatedRuntimeLog
+		// recalculate the length here since more space will be free after yaml formatted
+		if data, remainTruncateSize, err = a.recalculateRemainTruncateSize(runtimeExitInfo, targetSize); err != nil {
+			return nil, err
+		}
+		if remainTruncateSize <= 0 {
+			return data, nil
+		}
+
+		// truncate the user log
+		truncatedUserLog, _ := a.truncateLog(runtimeExitInfo.ErrorLogs.User, remainTruncateSize, runtimeExitInfo.MatchedUserLogString)
+		runtimeExitInfo.ErrorLogs.User = truncatedUserLog
+		if data, remainTruncateSize, err = a.recalculateRemainTruncateSize(runtimeExitInfo, targetSize); err != nil {
+			return nil, err
+		}
+		if remainTruncateSize <= 0 {
+			return data, nil
+		}
+	}
+
+	if runtimeExitInfo.MatchedPlatformLogString != nil {
+		// truncate the match log
+		l := len(*runtimeExitInfo.MatchedPlatformLogString) - remainTruncateSize
+		if l >= 0 {
+			runtimeExitInfo.MatchedPlatformLogString = ptrString((*runtimeExitInfo.MatchedPlatformLogString)[:l])
+			return yaml.Marshal(runtimeExitInfo)
+		}
+		runtimeExitInfo.MatchedPlatformLogString = nil
+		if data, remainTruncateSize, err = a.recalculateRemainTruncateSize(runtimeExitInfo, targetSize); err != nil {
+			return nil, err
+		}
+	}
+
+	if runtimeExitInfo.MatchedUserLogString != nil {
+		l := len(*runtimeExitInfo.MatchedUserLogString) - remainTruncateSize
+		if l >= 0 {
+			runtimeExitInfo.MatchedUserLogString = ptrString((*runtimeExitInfo.MatchedUserLogString)[:l])
+			return yaml.Marshal(runtimeExitInfo)
+		}
+	}
+
+	a.logger.Warning("Failed to truncate, use minmal exit info as return value")
+	return yaml.Marshal(a.getMinimalExitSummary(runtimeExitInfo))
+}
+
+func (a *ErrorAggregator) collectGpuInfo() *gpuInfo {
+	gi := gpuInfo{}
+	gpuStatus, err := a.gpuInfoCollector.collectGpuStatus()
+	if err != nil {
+		a.logger.Warning("failed to collect gpu status, maybe in CPU env")
+	} else {
+		if gpuStatus.nvidaDoubleEccErrorCount > 0 {
+			gi.NvidiaDoubleEccError = true
+		}
+	}
+	return &gi
+}
+
+// SetMaxAggregateLogSize to set maxAggregateLogSize and used for test
+func (a *ErrorAggregator) SetMaxAggregateLogSize(size int) {
+	a.maxAggregateLogSize = size
+}
+
+// ExitInfoPrefix get aggregate log prefix
+func (a *ErrorAggregator) ExitInfoPrefix() string {
+	return a.aggExitInfoBegin
+}
+
+// ExitInfoSuffix get aggregate log suffix
+func (a *ErrorAggregator) ExitInfoSuffix() string {
+	return a.aggExitInfoEnd
+}
+
+// NewErrorAggregator create an error aggregator
+func NewErrorAggregator(l *LogFiles, logger *logger.Logger) (*ErrorAggregator, error) {
+	if len(l.UserLog) == 0 || len(l.RuntimeErrorLog) == 0 {
+		return nil, errors.New("invalid log file")
+	}
+
+	if logger == nil {
+		return nil, errors.New("logger not provide")
+	}
+
+	const exitInfoBeginTag = "[PAI_RUNTIME_ERROR_START]"
+	const exitInfoEndTag = "[PAI_RUNTIME_ERROR_END]"
+
+	a := ErrorAggregator{
+		logFiles:            l,
+		logger:              logger,
+		gpuInfoCollector:    newGpuInfoCollector(logger),
+		maxAggregateLogSize: 4096 - len(exitInfoBeginTag) - len(exitInfoEndTag),
+		maxMatchLogLen:      2048,
+		maxUserLogLines:     15,
+		maxRuntimeLogLines:  10,
+		defaultExitCode:     255,
+		maxSearchLogSize:    10 * 1024 * 1024, // 10MB
+		aggExitInfoBegin:    exitInfoBeginTag,
+		aggExitInfoEnd:      exitInfoEndTag,
+	}
+	return &a, nil
+}
diff --git a/src/openpai-runtime/src/go/pkg/aggregator/gpu_info_collector.go b/src/openpai-runtime/src/go/pkg/aggregator/gpu_info_collector.go
new file mode 100644
index 00000000..7ecf5747
--- /dev/null
+++ b/src/openpai-runtime/src/go/pkg/aggregator/gpu_info_collector.go
@@ -0,0 +1,112 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package aggregator
+
+import (
+	"context"
+	"encoding/xml"
+	"errors"
+	"os/exec"
+	"strconv"
+	"time"
+
+	"github.com/microsoft/openpai-runtime/pkg/logger"
+)
+
+type gpuStatus struct {
+	nvidaDoubleEccErrorCount uint64
+}
+
+type gpuInfoCollector interface {
+	collectGpuStatus() (*gpuStatus, error)
+}
+
+type nvidiaGpuInfoCollector struct {
+	logger *logger.Logger
+}
+
+type nvidiaSmi struct {
+	XMLName xml.Name    `xml:"nvidia_smi_log"`
+	Gpus    []nvidiaGpu `xml:"gpu"`
+}
+
+type nvidiaGpu struct {
+	EccErrors nvidiaEccErrors `xml:"ecc_errors"`
+}
+
+type nvidiaEccErrors struct {
+	Volatile volatileError `xml:"volatile"`
+}
+
+type volatileError struct {
+	DramUncorrectable       string `xml:"dram_uncorrectable"`
+	SramUncorrectableParity string `xml:"sram_uncorrectable_parity"`
+	SramUncorrectableSecded string `xml:"sram_uncorrectable_secded"`
+}
+
+func (g *nvidiaGpuInfoCollector) collectGpuStatus() (*gpuStatus, error) {
+	ctx, cancel := context.WithTimeout(context.Background(), time.Second)
+	defer cancel()
+
+	cmd := exec.CommandContext(ctx, "nvidia-smi", "-q", "-x")
+
+	out, err := cmd.Output()
+	if err != nil {
+		g.logger.Warning("failed to exec nvidia-smi")
+		return nil, err
+	}
+
+	return g.parseNvidiaSmiOuput(out)
+}
+
+func (g *nvidiaGpuInfoCollector) parseNvidiaSmiOuput(nvidiaSmiOutput []byte) (*gpuStatus, error) {
+	var nvidiaSmi nvidiaSmi
+	err := xml.Unmarshal(nvidiaSmiOutput, &nvidiaSmi)
+	if err != nil {
+		g.logger.Warning("failed to parse nvidia-smi output")
+		return nil, errors.New("nvidia-smi output is broken")
+	}
+
+	var doubleEccErrorCount uint64
+	for _, gpu := range nvidiaSmi.Gpus {
+		dramUncorrectable, err := strconv.ParseUint(gpu.EccErrors.Volatile.DramUncorrectable, 10, 32)
+		if err != nil {
+			g.logger.Warning("failed to parse dram_uncorrectable: ", err)
+		}
+		sramUncorrectableParity, err := strconv.ParseUint(gpu.EccErrors.Volatile.SramUncorrectableParity, 10, 32)
+		if err != nil {
+			g.logger.Warning("failed to parse sram_uncorrectable_parity: ", err)
+		}
+		sramUncorrectableSecded, err := strconv.ParseUint(gpu.EccErrors.Volatile.SramUncorrectableSecded, 10, 32)
+		if err != nil {
+			g.logger.Warning("failed to parse sram_uncorrectable_secded: ", err)
+		}
+		doubleEccErrorCount = doubleEccErrorCount + dramUncorrectable + sramUncorrectableParity + sramUncorrectableSecded
+	}
+	return &gpuStatus{doubleEccErrorCount}, nil
+}
+
+func newGpuInfoCollector(logger *logger.Logger) gpuInfoCollector {
+	// Currently, only support nvida gpu
+	return &nvidiaGpuInfoCollector{logger}
+}
diff --git a/src/openpai-runtime/src/go/pkg/aggregator/gpu_info_collector_test.go b/src/openpai-runtime/src/go/pkg/aggregator/gpu_info_collector_test.go
new file mode 100644
index 00000000..b142003a
--- /dev/null
+++ b/src/openpai-runtime/src/go/pkg/aggregator/gpu_info_collector_test.go
@@ -0,0 +1,40 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package aggregator
+
+import (
+	"os"
+	"testing"
+
+	"github.com/microsoft/openpai-runtime/pkg/logger"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestParseNvidiaSmiOutput(t *testing.T) {
+	nvidiaSmiOutput, _ := os.ReadFile("../../example/test/nvidia-smi.xml")
+	g := &nvidiaGpuInfoCollector{logger.NewLogger()}
+	gs, _ := g.parseNvidiaSmiOuput(nvidiaSmiOutput)
+
+	expectedGpuStatus := &gpuStatus{nvidaDoubleEccErrorCount: 2}
+	assert.Equal(t, gs, expectedGpuStatus)
+}
diff --git a/src/openpai-runtime/src/go/pkg/logger/logger.go b/src/openpai-runtime/src/go/pkg/logger/logger.go
new file mode 100644
index 00000000..d4bfdb8c
--- /dev/null
+++ b/src/openpai-runtime/src/go/pkg/logger/logger.go
@@ -0,0 +1,60 @@
+// MIT License
+//
+// Copyright (c) Microsoft Corporation. All rights reserved.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE
+
+package logger
+
+import (
+	"log"
+	"os"
+)
+
+// Logger used to log message
+type Logger struct {
+	errorLogger   *log.Logger
+	warningLogger *log.Logger
+	infoLogger    *log.Logger
+}
+
+// Log info message
+func (l *Logger) Info(v ...interface{}) {
+	l.infoLogger.Println(v...)
+}
+
+// Log warning message
+func (l *Logger) Warning(v ...interface{}) {
+	l.warningLogger.Println(v...)
+}
+
+// Log error message
+func (l *Logger) Error(v ...interface{}) {
+	l.errorLogger.Println(v...)
+}
+
+// NewLogger create and init logger
+func NewLogger() *Logger {
+	logger := Logger{
+		log.New(os.Stderr, "Error:", log.Ldate|log.Ltime|log.Lshortfile),
+		log.New(os.Stderr, "Warning", log.Ldate|log.Ltime|log.Lshortfile),
+		log.New(os.Stderr, "Info:", log.Ldate|log.Ltime|log.Lshortfile),
+	}
+	return &logger
+}
diff --git a/src/openpai-runtime/src/package_cache.md b/src/openpai-runtime/src/package_cache.md
new file mode 100644
index 00000000..fa291d14
--- /dev/null
+++ b/src/openpai-runtime/src/package_cache.md
@@ -0,0 +1,54 @@
+## Package Cache
+
+Some runtime plugins use `apt update` and `apt install ...` to install packages. If the network connection from pai cluster to the apt repository is poor, `apt install` may take a long period of time or fail.
+
+Since we use kube runtime to initialize the environment before job container, it is possible to use the runtime container as a "cache" of some frequently-needed packages.
+
+Note: `Package Cache` only stores packages for systems of arch `x64`.
+
+## How to enable cache for your plugin
+
+**1. Add packages you want to store cache for in the file [`package_cache_info`](src/package_cache/package_cache_info)**:
+
+```
+# group_name, os, packages(space-gapped)
+# "#" can be used for comments
+ssh,ubuntu20.04,openssh-client openssh-server
+ssh,ubuntu22.04,openssh-client openssh-server
+nfs,ubuntu20.04,nfs-common
+nfs,ubuntu22.04,nfs-common
+```
+
+The first column is `group_name`. One group can contain multiple packages. The second column stands for the OS type. Currently only `ubuntu20.04` and `ubuntu22.04` are supported. The third column is the packages you want to add for the group. The last column is the precommands, which will be executed before gathering packages and it can be left empty.
+
+**2. In `init.py` of each plugin:**
+
+```python
+from plugins.plugin_utils import try_to_install_by_cache
+command = [
+    try_to_install_by_cache('<group_name>', fallback_cmds=[
+        '<fallback commands>',
+    ])
+]
+```
+
+`try_to_install_by_cache(group_name, fallback_cmds)` will generate a script to install all packages of a certain group name. It guarantees:
+
+- If it returns 0, all the packages are installed successfully.
+- If it has a non-zero exit code, the package installation has failed. Reasons could be that the required cache is not found or other internal problems. In such case, plugin will executes the `fallback_cmds` instead. You can use `apt-get`, `yum` or other commands to install the packages.
+
+Here is an example for the `ssh` plugin:
+
+```python
+command = [
+    try_to_install_by_cache('ssh', fallback_cmds=[
+        'apt-get update',
+        'apt-get install -y openssh-client openssh-server',
+    ]),
+    '......'
+]
+```
+
+## Optimization (TBD)
+
+1. Use hash of package url to save storage space: Packages with the same url can be saved together.
diff --git a/src/openpai-runtime/src/requirements.txt b/src/openpai-runtime/src/requirements.txt
new file mode 100644
index 00000000..cc6688ff
--- /dev/null
+++ b/src/openpai-runtime/src/requirements.txt
@@ -0,0 +1,7 @@
+kubernetes==28.1.0
+pyyaml
+requests
+jinja2
+pystache
+gitpython
+backoff
diff --git a/src/openpai-runtime/src/requirements_dev.txt b/src/openpai-runtime/src/requirements_dev.txt
new file mode 100644
index 00000000..aea32cda
--- /dev/null
+++ b/src/openpai-runtime/src/requirements_dev.txt
@@ -0,0 +1,2 @@
+pylint==2.17.7
+responses
diff --git a/src/openpai-runtime/src/src/__init__.py b/src/openpai-runtime/src/src/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/src/openpai-runtime/src/src/common/__init__.py b/src/openpai-runtime/src/src/common/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/src/openpai-runtime/src/src/common/exceptions.py b/src/openpai-runtime/src/src/common/exceptions.py
new file mode 100644
index 00000000..5d094f3b
--- /dev/null
+++ b/src/openpai-runtime/src/src/common/exceptions.py
@@ -0,0 +1,17 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+class UnknownError(Exception):
+    pass
+
+
+class ImageCheckError(Exception):
+    pass
+
+
+class ImageAuthenticationError(ImageCheckError):
+    pass
+
+
+class ImageNameError(ImageCheckError):
+    pass
diff --git a/src/openpai-runtime/src/src/common/utils.py b/src/openpai-runtime/src/src/common/utils.py
new file mode 100644
index 00000000..bc3b31b5
--- /dev/null
+++ b/src/openpai-runtime/src/src/common/utils.py
@@ -0,0 +1,57 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+import logging
+import re
+
+import pystache
+
+
+def init_logger():
+    logging.basicConfig(
+        format=
+        "%(asctime)s - %(levelname)s - %(filename)s:%(lineno)s - %(message)s",
+        level=logging.INFO,
+    )
+
+
+def _convert_to_dict(obj) -> dict:
+    converted_obj = {}
+    if isinstance(obj, list):
+        for i, value in enumerate(obj):
+            converted_obj[str(i)] = value
+    elif isinstance(obj, dict):
+        for key, value in obj.items():
+            converted_obj[key] = _convert_to_dict(value)
+    else:
+        converted_obj = obj
+    return converted_obj
+
+
+def enable_request_debug_log(func):
+    def wrapper(*args, **kwargs):
+        requests_log = logging.getLogger("urllib3")
+        level = requests_log.level
+        requests_log.setLevel(logging.DEBUG)
+        requests_log.propagate = True
+
+        try:
+            return func(*args, **kwargs)
+        finally:
+            requests_log.setLevel(level)
+            requests_log.propagate = False
+
+    return wrapper
+
+
+def render_string_with_secrets(string, secrets) -> str:
+    if not secrets:
+        return string
+    secret_dict = _convert_to_dict(secrets)
+    parsed = pystache.parse(string, delimiters=("<%", "%>"))
+    for token in parsed._parse_tree:  #pylint: disable=protected-access
+        if isinstance(token, pystache.parser._EscapeNode):  #pylint: disable=protected-access
+            token.key = re.sub(
+                r"\[(\d+)\]", r".\1",
+                token.key)  # make format such as $secrets.data[0] works
+    return pystache.Renderer().render(parsed, {"$secrets": secret_dict})
diff --git a/src/openpai-runtime/src/src/init b/src/openpai-runtime/src/src/init
new file mode 100644
index 00000000..94db36fc
--- /dev/null
+++ b/src/openpai-runtime/src/src/init
@@ -0,0 +1,192 @@
+#!/bin/sh
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+set -x
+
+CHILD_PROCESS="UNKNOWN"
+
+# exit code map
+# FRAMEWORK_BARRIER: 200 -> 250 FrameworkBarrierTransientFailed
+#                    201 -> 251 JobGangAllocationTimeout
+#                    210 -> 252 FrameworkBarrierPermanentFailed
+# PORT_CONFLICT_CHECKER: 10 -> 253 ContainerPortConflict
+# PAIRuntimeInitContainerUnkownError: 248
+function exit_handler()
+{
+  EXIT_CODE=$?
+  if [[ $EXIT_CODE -eq 0 ]]; then
+    exit 0
+  fi
+
+  echo "start execute exit handler"
+  echo "child process is ${CHILD_PROCESS}, exit code is ${EXIT_CODE}"
+  if [[ $CHILD_PROCESS = "FRAMEWORK_BARRIER" ]]; then
+    if [[ $EXIT_CODE -eq 200 ]]; then
+      exit 250
+    fi
+
+    if [[ $EXIT_CODE -eq 201 ]]; then
+      exit 251
+    fi
+
+    if [[ $EXIT_CODE -eq 210 ]]; then
+      exit 252
+    fi
+  fi
+
+  if [[ $CHILD_PROCESS = "PORT_CONFLICT_CHECKER" ]]; then
+    if [[ $EXIT_CODE -eq 10 ]]; then
+      exit 253
+    fi
+  fi
+
+  if [[ $CHILD_PROCESS = "DOCKER_IMAGE_CHECKER" ]]; then
+    exit 254
+  fi
+
+  # signal triggered, do not change exit code
+  case $EXIT_CODE in
+    130|131|132|134|135|136|137|139|141|143)
+      exit $EXIT_CODE
+      ;;
+    *)
+      echo "Unknown exit code, platform error"
+      exit 1
+      ;;
+  esac
+}
+
+trap exit_handler EXIT
+
+# This init script will be executed inside init container,
+# all scripts under init.d will be executed in priority order.
+# Init scripts will do preparations before user container starts.
+# Runtime script will be executed as the entrypoint of user container
+# and will be pid 1 process in user container.
+
+PAI_WORK_DIR=/usr/local/pai
+PAI_CONFIG_DIR=/usr/local/pai-config
+PAI_INIT_DIR=${PAI_WORK_DIR}/init.d
+PAI_RUNTIME_DIR=${PAI_WORK_DIR}/runtime.d
+
+PAI_LOG_DIR=${PAI_WORK_DIR}/logs/${FC_POD_UID}
+PAI_SECRET_DIR=${PAI_WORK_DIR}/secrets
+PAI_USER_EXTENSION_SECRET_DIR=${PAI_WORK_DIR}/user-extension-secrets
+PAI_TOKEN_SECRET_DIR=${PAI_WORK_DIR}/token-secrets
+
+chmod a+rw $PAI_LOG_DIR
+
+# Move previous logs to another folder. Notice: exclude for init.log, new log will append to previous log file
+LOG_FILES=$(find $PAI_LOG_DIR -maxdepth 1 -type f ! -name "init.log")
+if [[ ! -z "$LOG_FILES" ]]; then
+  echo "[WARN] $PAI_LOG_DIR not empty, contains previous results"
+  PRE_LOG_DIR=$PAI_LOG_DIR/prelog_$RANDOM
+  while [[ -d $PRE_LOG_DIR ]]
+  do
+    PRE_LOG_DIR=$PAI_LOG_DIR/prelog_$RANDOM
+  done
+  mkdir $PRE_LOG_DIR
+  mv $LOG_FILES $PRE_LOG_DIR
+fi
+
+# Clean ${PAI_WORK_DIR} since it may contain last execution content. (rarely happen, but seen in real world)
+find ${PAI_WORK_DIR} -maxdepth 1 -mindepth 1 ! -name "logs" ! -name "user-extension-secrets" -exec rm -rf {} \;
+
+
+# Move all runtime sources to PAI_WORK_DIR
+mv ./* ${PAI_WORK_DIR}
+cd ${PAI_WORK_DIR}
+
+# To run init scripts under init.d in init container,
+# execute them here in priority order.s
+# Here're the steps to onboard a new init script,
+# 1. put it under init.d
+# 2. give it a priority in [0, 100] and insert below in order
+# 3. add the following format block
+
+# comment for the script purpose
+# priority=value
+# CHILD_PROCESS="NAME_FOR_THE_INITIALIZER"
+# ${PAI_INIT_DIR}/init.sh
+
+if [[ $GANG_ALLOCATION = "true" ]]; then
+  # framework barrier
+  # priority=0
+  CHILD_PROCESS="FRAMEWORK_BARRIER"
+  echo "frameworkbarrier start"
+  if [[ -f /var/run/secrets/kubernetes.io/serviceaccount/token ]]; then
+    unset KUBE_APISERVER_ADDRESS
+  fi
+  ${PAI_INIT_DIR}/frameworkbarrier 2>&1 | tee ${PAI_LOG_DIR}/barrier.log
+else
+  # Get framework
+  # priority=0
+  # We should use k8s client to communicate api server, need to change this when RBAC is enabled
+  CHILD_PROCESS="FRAMEWORK_RETRIEVER"
+  if [[ -f /var/run/secrets/kubernetes.io/serviceaccount/token ]]; then
+    set -- -k -H "Authorization: Bearer $(cat /var/run/secrets/kubernetes.io/serviceaccount/token)"
+  fi
+  curl -s "$@" \
+    $KUBE_APISERVER_ADDRESS/apis/frameworkcontroller.microsoft.com/v1/namespaces/default/frameworks/$FC_FRAMEWORK_NAME > framework.json
+fi
+
+# error spec
+# priority=1
+CHILD_PROCESS="ERROR_SPEC"
+cp ${PAI_CONFIG_DIR}/runtime-exit-spec.yaml ${PAI_RUNTIME_DIR}
+
+# generate runtime env variables
+# priority=10
+CHILD_PROCESS="ENV_GENERATOR"
+python ${PAI_INIT_DIR}/framework_parser.py genenv framework.json > ${PAI_RUNTIME_DIR}/runtime_env.sh
+
+# generate jobconfig
+# priority=11
+CHILD_PROCESS="CONFIG_GENERATOR"
+python ${PAI_INIT_DIR}/framework_parser.py genconf framework.json > ${PAI_RUNTIME_DIR}/job_config.yaml
+
+# Init plugins
+# priority=12
+CHILD_PROCESS="PLUGIN_INITIALIZER"
+python ${PAI_INIT_DIR}/initializer.py ${PAI_RUNTIME_DIR}/job_config.yaml ${PAI_SECRET_DIR}/secrets.yaml ${PAI_USER_EXTENSION_SECRET_DIR}/userExtensionSecrets.yaml ${PAI_TOKEN_SECRET_DIR}/token ${PAI_WORK_DIR}/plugins ${PAI_RUNTIME_DIR} ${FC_TASKROLE_NAME}
+
+# Init plugins
+# check port conflict
+CHILD_PROCESS="PORT_CONFLICT_CHECKER"
+python ${PAI_INIT_DIR}/port.py ${PAI_RUNTIME_DIR}/runtime_env.sh
+
+# check if docker image exists
+CHILD_PROCESS="DOCKER_IMAGE_CHECKER"
+python ${PAI_INIT_DIR}/image_checker.py ${PAI_RUNTIME_DIR}/job_config.yaml ${PAI_SECRET_DIR}/secrets.yaml
+
+# write user commands to user.sh
+# priority=100
+CHILD_PROCESS="RENDER_USER_COMMAND"
+python ${PAI_INIT_DIR}/user_command_renderer.py ${PAI_SECRET_DIR}/secrets.yaml ${PAI_RUNTIME_DIR}/user.sh
+
+# check if the job yaml has Azure blob storage mounts, if so, check if the Azure blob storage can be mounted
+CHILD_PROCESS="AZURE_BLOB_MOUNT_CHECKER"
+python ${PAI_INIT_DIR}/azure_blob_mount_checker.py ${PAI_RUNTIME_DIR}/job_config.yaml
+
+# for debug
+echo -e "\nruntime_env.sh has:"
+cat ${PAI_RUNTIME_DIR}/runtime_env.sh
diff --git a/src/openpai-runtime/src/src/init.d/azure_blob_mount_checker.py b/src/openpai-runtime/src/src/init.d/azure_blob_mount_checker.py
new file mode 100644
index 00000000..386ea9f8
--- /dev/null
+++ b/src/openpai-runtime/src/src/init.d/azure_blob_mount_checker.py
@@ -0,0 +1,81 @@
+#!/usr/bin/python
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import argparse
+import logging
+import os
+import sys
+
+import yaml
+import shutil
+
+
+LOGGER = logging.getLogger(__name__)
+
+
+sys.path.append(os.path.join(os.path.dirname(os.path.abspath(__file__)), ".."))
+from common.utils import init_logger  #pylint: disable=wrong-import-position
+
+
+def main():
+    parser = argparse.ArgumentParser()
+
+    parser.add_argument("job_file", help="yaml file which contains job info")
+    args = parser.parse_args()
+
+    logging.info("Starting to process job file %s", args.job_file)
+    if not os.path.isfile(args.job_file):
+        logging.error("Job file %s does not exist", args.job_file)
+        sys.exit(0)
+    else:
+        with open(args.job_file) as f:
+            job_spec = yaml.safe_load(f.read())
+
+    storage_config_names = []
+    names = []
+    try:
+        storage_config_names = job_spec.get("extras", {}) \
+            .get("com.microsoft.pai.runtimeplugin", [])
+        for plugin in storage_config_names:
+            if plugin.get("plugin") == "teamwise_storage":
+                names = plugin.get("parameters", {}).get("storageConfigNames", [])
+                logging.info("storageConfigNames: %s", names)
+                break
+    except Exception as e:
+        logging.error("Failed to extract storageConfigNames: %s", str(e))
+
+    for name in names:
+        if name.startswith("blob-"):
+            folder_name = f"/host-mnt/blobfusecache-{name[5:]}"
+            if os.path.isdir(folder_name):
+                for filename in os.listdir(folder_name):
+                    file_path = os.path.join(folder_name, filename)
+                    try:
+                        if os.path.isfile(file_path) or os.path.islink(file_path):
+                            os.unlink(file_path)
+                        elif os.path.isdir(file_path):
+                            shutil.rmtree(file_path)
+                    except Exception as e:
+                        logging.error("Failed to delete %s. Reason: %s", file_path, str(e))
+            else:
+                logging.warning("%s does not exist.", folder_name)
+
+if __name__ == "__main__":
+    init_logger()
+    main()
diff --git a/src/openpai-runtime/src/src/init.d/framework_parser.py b/src/openpai-runtime/src/src/init.d/framework_parser.py
new file mode 100644
index 00000000..bcceb768
--- /dev/null
+++ b/src/openpai-runtime/src/src/init.d/framework_parser.py
@@ -0,0 +1,208 @@
+#!/usr/bin/env python
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import argparse
+import base64
+import hashlib
+import logging
+import gzip
+import json
+import os
+import sys
+
+sys.path.append(os.path.join(os.path.dirname(os.path.abspath(__file__)), ".."))
+from common.utils import init_logger  #pylint: disable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+
+
+def export(k, v):
+    print("export {}='{}'".format(k, v))
+
+
+def decompress_field(field):
+    if not field:
+        return None
+    data = gzip.decompress(base64.b64decode(field))
+    obj = json.loads(data)
+    return obj
+
+
+def generate_seq_ports_num(port_start, port_count, task_index):
+    base = port_start + port_count * task_index
+    return [str(port_num) for port_num in range(base, base + port_count)]
+
+
+def generate_hashed_ports_num(pod_uid, port_name, port_count, port_start,
+                              port_end):
+    """ Random generate the port number
+
+    The algorithm is:
+    (int(md5(podUid + portName + portIndex)[0:12] ,16) +
+     int(md5(podUid + portName + portIndex)[12:24] ,16) +
+     int(md5(podUid + portName + portIndex)[24:32] ,16)) % (port_end - port_start) + port_start
+    """
+    port_list = []
+    for i in range(port_count):
+        raw_str = "[{}][{}][{}]".format(pod_uid, port_name, str(i))
+        hash_str = hashlib.md5(raw_str.encode("utf8")).hexdigest()
+        port_list.append(
+            str((int(hash_str[:12], 16) + int(hash_str[12:24], 16) +
+                 int(hash_str[24:], 16)) % (port_end - port_start) +
+                port_start))
+    return port_list
+
+
+def generate_runtime_env(framework):  #pylint: disable=too-many-locals
+    """Generate runtime env variables for tasks.
+
+    # current
+    PAI_HOST_IP_$taskRole_$taskIndex
+    PAI_PORT_LIST_$taskRole_$taskIndex_$portType
+
+    # backward compatibility
+    PAI_CURRENT_CONTAINER_IP
+    PAI_CURRENT_CONTAINER_PORT
+    PAI_CONTAINER_HOST_IP
+    PAI_CONTAINER_HOST_PORT
+    PAI_CONTAINER_SSH_PORT
+    PAI_CONTAINER_HOST_PORT_LIST
+    PAI_CONTAINER_HOST_$portType_PORT_LIST
+    PAI_TASK_ROLE_$taskRole_HOST_LIST
+    PAI_$taskRole_$taskIndex_$portType_PORT
+
+    # task role instances
+    PAI_TASK_ROLE_INSTANCES
+
+    Args:
+        framework: Framework object generated by frameworkbarrier.
+    """
+    current_task_index = os.environ.get("FC_TASK_INDEX")
+    current_taskrole_name = os.environ.get("FC_TASKROLE_NAME")
+
+    taskroles = {}
+    for taskrole in framework["spec"]["taskRoles"]:
+        taskroles[taskrole["name"]] = {
+            "number":
+            taskrole["taskNumber"],
+            "ports":
+            json.loads(taskrole["task"]["pod"]["metadata"]["annotations"]
+                       ["rest-server/port-scheduling-spec"]),
+        }
+    LOGGER.info("task roles: %s", taskroles)
+
+    # decompress taskRoleStatuses for the large framework
+    taskrole_instances = []
+    if not framework["status"]["attemptStatus"]["taskRoleStatuses"]:
+        framework["status"]["attemptStatus"][
+            "taskRoleStatuses"] = decompress_field(
+                framework["status"]["attemptStatus"]
+                ["taskRoleStatusesCompressed"])
+
+    for taskrole in framework["status"]["attemptStatus"]["taskRoleStatuses"]:
+        name = taskrole["name"]
+        ports = taskroles[name]["ports"]
+
+        host_list = []
+        for task in taskrole["taskStatuses"]:
+            index = task["index"]
+            current_ip = task["attemptStatus"]["podHostIP"]
+            pod_uid = task["attemptStatus"]["podUID"]
+            task_ports = {}
+
+            taskrole_instances.append("{}:{}".format(name, index))
+
+            use_port_hash = True
+            if "ports" in ports and "schedulePortStart" in ports and "schedulePortEnd" in ports:
+                port_start = ports["schedulePortStart"]
+                port_end = ports["schedulePortEnd"]
+                port_list = ports["ports"]
+            else:
+                # for backward compatibility
+                use_port_hash = False
+                port_list = ports
+
+            for port in port_list.keys():
+                count = int(port_list[port]["count"])
+                task_ports[port] = generate_hashed_ports_num(
+                    pod_uid, port, count, port_start,
+                    port_end) if use_port_hash else generate_seq_ports_num(
+                        port_list[port]["start"], count, index)
+                current_port_str = ",".join(task_ports[port])
+                export("PAI_PORT_LIST_{}_{}_{}".format(name, index, port),
+                       current_port_str)
+                export("PAI_{}_{}_{}_PORT".format(name, index, port),
+                       current_port_str)
+
+            # export ip/port for task role, current ip maybe None for non-gang-allocation
+            if current_ip:
+                export("PAI_HOST_IP_{}_{}".format(name, index), current_ip)
+                host_list.append("{}:{}".format(current_ip,
+                                                task_ports["http"][0]))
+
+            # export ip/port for current container
+            if (current_taskrole_name == name
+                    and current_task_index == str(index)):
+                export("PAI_CURRENT_CONTAINER_IP", current_ip)
+                export("PAI_CURRENT_CONTAINER_PORT", task_ports["http"][0])
+                export("PAI_CONTAINER_HOST_IP", current_ip)
+                export("PAI_CONTAINER_HOST_PORT", task_ports["http"][0])
+                export("PAI_CONTAINER_SSH_PORT", task_ports["ssh"][0])
+                port_str = ""
+                for port in port_list.keys():
+                    current_port_str = ",".join(task_ports[port])
+                    export("PAI_CONTAINER_HOST_{}_PORT_LIST".format(port),
+                           current_port_str)
+                    port_str += "{}:{};".format(port, current_port_str)
+                export("PAI_CONTAINER_HOST_PORT_LIST", port_str)
+
+        export("PAI_TASK_ROLE_{}_HOST_LIST".format(name), ",".join(host_list))
+    export("PAI_TASK_ROLE_INSTANCES", ",".join(taskrole_instances))
+
+
+def generate_jobconfig(framework):
+    """Generate jobconfig from framework.
+
+    Args:
+        framework: Framework object generated by frameworkbarrier.
+    """
+    print(framework["metadata"]["annotations"]["config"])
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("function",
+                        choices=["genenv", "genconf"],
+                        help="parse function, could be genenv|genconf")
+    parser.add_argument("framework_json",
+                        help="framework.json generated by frameworkbarrier")
+    args = parser.parse_args()
+
+    LOGGER.info("loading json from %s", args.framework_json)
+    with open(args.framework_json) as f:
+        framework = json.load(f)
+
+    if args.function == "genenv":
+        generate_runtime_env(framework)
+    elif args.function == 'genconf':
+        generate_jobconfig(framework)
+
+
+if __name__ == "__main__":
+    init_logger()
+    main()
diff --git a/src/openpai-runtime/src/src/init.d/image_checker.py b/src/openpai-runtime/src/src/init.d/image_checker.py
new file mode 100644
index 00000000..b271966b
--- /dev/null
+++ b/src/openpai-runtime/src/src/init.d/image_checker.py
@@ -0,0 +1,295 @@
+#!/usr/bin/python
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import argparse
+import base64
+import copy
+import http
+import logging
+import os
+import re
+import sys
+
+import requests
+import yaml
+
+#pylint: disable=wrong-import-position
+sys.path.append(os.path.join(os.path.dirname(os.path.abspath(__file__)), ".."))
+from common.exceptions import ImageAuthenticationError, ImageCheckError, ImageNameError, UnknownError
+import common.utils as utils
+
+LOGGER = logging.getLogger(__name__)
+
+# The workflow, refer to: https://docs.docker.com/registry/spec/auth/token/
+# 1. send registry v2 request, if registry doesn't support v2 api, ignore image check
+# 2. try to call v2 api to get image manifest. If return 401, do following steps
+# 3. use WWW-Authenticate header returned from previous request to generate auth info
+# 4. use generated auth info to get token
+# 5. try to get image manifest with returned token. If succeed, the image is found in registry
+
+BEARER_AUTH = "Bearer"
+BASIC_AUTH = "Basic"
+DEFAULT_REGISTRY = "https://index.docker.io/v2/"
+
+
+def _get_registry_uri(uri: str) -> str:
+    ret_uri = uri.strip().rstrip("/")
+    if not ret_uri.startswith("http") and not ret_uri.startswith("https"):
+        ret_uri = "https://{}".format(ret_uri)
+    chunks = ret_uri.split('/')
+    api_version_str = chunks[-1]
+    if api_version_str in ("v1", "v2"):
+        ret_uri = "/".join(chunks[:-1])
+    ret_uri = ret_uri.rstrip("/") + "/v2/"
+    return ret_uri
+
+
+# Parse the challenge field, refer to: https://tools.ietf.org/html/rfc6750#section-3
+def _parse_auth_challenge(challenge) -> dict:
+    if not challenge.strip().startswith((BASIC_AUTH, BEARER_AUTH)):
+        LOGGER.info("Challenge not supported, ignore this")
+        return {}
+
+    auth_type = BASIC_AUTH if challenge.strip().startswith(
+        BASIC_AUTH) else BEARER_AUTH
+    challenge_dict = {auth_type: {}}
+    chunks = challenge.strip()[len(auth_type):].split(",")
+    for chunk in chunks:
+        pair = chunk.strip().split("=")
+        challenge_dict[auth_type][pair[0]] = pair[1].strip("\"")
+    return challenge_dict
+
+
+class ImageChecker():  #pylint: disable=too-few-public-methods
+    """
+    Class used to precheck docker image.
+
+    Notice: the image checker only works for docker registry which support v2 API and
+    enables https. For registry using v1 API or doesn't enable https. This check will passed,
+    and wrong image name may cause task hang.
+
+    Image checker will try to check image with best effort. If registry return unexpected
+    code such as 5xx/429, image checker will abort. We only failed the image checker when we make
+    sure the image is not exist or authentication failed.
+    """
+    def __init__(self, job_config, secret):
+        prerequisites = job_config["prerequisites"]
+        task_role_name = os.getenv("PAI_CURRENT_TASK_ROLE_NAME")
+        task_role = job_config["taskRoles"][task_role_name]
+        docker_image_name = task_role["dockerImage"]
+
+        docker_images = list(
+            filter(lambda pre: pre["name"] == docker_image_name,
+                   prerequisites))
+        assert len(docker_images) == 1
+        image_info = docker_images[0]
+
+        self._image_uri = image_info["uri"]
+        self._registry_uri = self._get_registry_from_image_uri(
+            image_info["uri"])
+        self._basic_auth_headers = {}
+        self._bearer_auth_headers = {}
+        self._registry_auth_type = BASIC_AUTH
+        self._timeout = 10
+
+        if "auth" in image_info and secret:
+            auth = image_info["auth"]
+            self._init_auth_info(auth, secret)
+
+    def _get_registry_from_image_uri(self, image_uri) -> str:
+        self._use_azurecr = False
+        if self._is_default_domain_used():
+            return DEFAULT_REGISTRY
+        index = self._image_uri.find("/")
+        if image_uri[:index].endswith(".azurecr.io"):
+            self._use_azurecr = True
+        return _get_registry_uri(image_uri[:index])
+
+    def _init_auth_info(self, auth, secret) -> None:
+        if "registryuri" in auth:
+            registry_uri = _get_registry_uri(auth["registryuri"])
+            if self._is_default_domain_used(
+            ) and registry_uri != DEFAULT_REGISTRY:
+                LOGGER.info(
+                    "Using default registry for image %s, ignore auth info",
+                    self._image_uri)
+                return
+
+        username = utils.render_string_with_secrets(
+            auth["username"], secret) if "username" in auth else ""
+        password = utils.render_string_with_secrets(
+            auth["password"], secret) if "password" in auth else ""
+
+        # Only set auth info if username/password present
+        if username and password:
+            basic_auth_token = base64.b64encode(
+                bytes("{}:{}".format(username, password), "utf8")).decode()
+            self._basic_auth_headers["Authorization"] = "{} {}".format(
+                BASIC_AUTH, basic_auth_token)
+            self._registry_uri = registry_uri
+
+    # Refer: https://github.com/docker/distribution/blob/a8371794149d1d95f1e846744b05c87f2f825e5a/reference/normalize.go#L91
+    def _is_default_domain_used(self) -> bool:
+        index = self._image_uri.find("/")
+        return index == -1 or all(ch not in [".", ":"]
+                                  for ch in self._image_uri[:index])
+
+    def _get_and_set_token(self, challenge) -> None:
+        if not challenge or BEARER_AUTH not in challenge:
+            LOGGER.info("Not using bearer token, use basic auth")
+            return
+        if "realm" not in challenge[BEARER_AUTH]:
+            LOGGER.warning("realm not in challenge, use basic auth")
+            return
+        url = challenge[BEARER_AUTH]["realm"]
+        parameters = copy.deepcopy(challenge[BEARER_AUTH])
+        del parameters["realm"]
+        resp = requests.get(url,
+                            headers=self._basic_auth_headers,
+                            params=parameters, timeout=self._timeout)
+        if resp.status_code == http.HTTPStatus.UNAUTHORIZED:
+            raise ImageAuthenticationError("Failed to get auth token")
+        if not resp.ok:
+            raise UnknownError("Unknown failure with resp code {}".format(
+                resp.status_code))
+        body = resp.json()
+        self._bearer_auth_headers["Authorization"] = "{} {}".format(
+            BEARER_AUTH, body["access_token"])
+        self._registry_auth_type = BEARER_AUTH
+
+    def _is_registry_v2_supportted(self) -> bool:
+        try:
+            resp = requests.head(self._registry_uri, timeout=self._timeout)
+            if resp.ok or resp.status_code == http.HTTPStatus.UNAUTHORIZED:
+                return True
+            return False
+        except (TimeoutError, ConnectionError):
+            return False
+
+    def _login_v2_registry(self, attempt_url) -> None:
+        if not self._is_registry_v2_supportted():
+            LOGGER.warning(
+                "Registry %s may not support v2 api, ignore image check",
+                self._registry_uri)
+            raise UnknownError("Failed to check registry v2 support")
+        resp = requests.head(attempt_url, timeout=self._timeout)
+        if resp.ok:
+            return
+        headers = resp.headers
+        if resp.status_code == http.HTTPStatus.UNAUTHORIZED and "Www-Authenticate" in headers:
+            challenge = _parse_auth_challenge(headers["Www-Authenticate"])
+            self._get_and_set_token(challenge)
+            return
+        if resp.status_code == http.HTTPStatus.UNAUTHORIZED:
+            raise ImageAuthenticationError("Failed to login registry")
+        LOGGER.error(
+            "Failed to login registry or get auth url, resp code is %d",
+            resp.status_code)
+        raise UnknownError("Unknown status when trying to login registry")
+
+    def _get_normalized_image_info(self) -> dict:
+        uri = self._image_uri
+        use_default_domain = self._is_default_domain_used()
+        if not use_default_domain:
+            assert "/" in self._image_uri
+            index = self._image_uri.find("/")
+            uri = self._image_uri[index + 1:]
+
+        uri_chunks = uri.split(":")
+        tag = "latest" if len(uri_chunks) == 1 else uri_chunks[1]
+        repository = uri_chunks[0]
+        if not re.fullmatch(r"[a-z\-_.0-9]+[\/a-z\-_.0-9]*",
+                            repository) or not re.fullmatch(
+                                r"[a-z\-_.0-9]+", tag):
+            raise ImageNameError("image uri {} is invalid".format(
+                self._image_uri))
+
+        repo_chunks = uri_chunks[0].split("/")
+        if len(repo_chunks) == 1 and use_default_domain:
+            return {"repo": "library/{}".format(repository), "tag": tag}
+        return {"repo": repository, "tag": tag}
+
+    @utils.enable_request_debug_log
+    def is_docker_image_accessible(self):
+        try:
+            image_info = self._get_normalized_image_info()
+        except ImageNameError:
+            LOGGER.error("docker image uri: %s is invalid",
+                         self._image_uri,
+                         exc_info=True)
+            return False
+
+        if self._use_azurecr:
+            # TODO(binyli): Use managed identity to login Azure Container Registry
+            LOGGER.info("Azure Container Registry is used, ignore image check")
+            return True
+        url = "{}{repo}/manifests/{tag}".format(self._registry_uri,
+                                                **image_info)
+        try:
+            self._login_v2_registry(url)
+        except ImageCheckError:
+            LOGGER.error("Login failed, username or password is incorrect",
+                         exc_info=True)
+            return False
+
+        if self._registry_auth_type == BEARER_AUTH:
+            resp = requests.head(url, headers=self._bearer_auth_headers, timeout=self._timeout)
+        else:
+            resp = requests.head(url, headers=self._basic_auth_headers, timeout=self._timeout)
+        if resp.ok:
+            LOGGER.info("image %s found in registry", self._image_uri)
+            return True
+        if resp.status_code == http.HTTPStatus.NOT_FOUND or resp.status_code == http.HTTPStatus.UNAUTHORIZED:
+            LOGGER.error(
+                "image %s not found or user unauthorized, registry is %s, resp code is %d",
+                self._image_uri, self._registry_uri, resp.status_code)
+            return False
+        LOGGER.warning("resp with code %d, ignore image check",
+                       resp.status_code)
+        raise UnknownError("Unknown response from registry")
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("job_config", help="job config yaml")
+    parser.add_argument("secret_file", help="secret file path")
+    args = parser.parse_args()
+
+    LOGGER.info("get job config from %s", args.job_config)
+    with open(args.job_config) as config:
+        job_config = yaml.safe_load(config)
+
+    if not os.path.isfile(args.secret_file):
+        job_secret = None
+    else:
+        with open(args.secret_file) as f:
+            job_secret = yaml.safe_load(f.read())
+
+    LOGGER.info("Start checking docker image")
+    image_checker = ImageChecker(job_config, job_secret)
+    try:
+        if not image_checker.is_docker_image_accessible():
+            sys.exit(1)
+    except Exception:  #pylint: disable=broad-except
+        LOGGER.warning("Failed to check image", exc_info=True)
+
+
+if __name__ == "__main__":
+    utils.init_logger()
+    main()
diff --git a/src/openpai-runtime/src/src/init.d/initializer.py b/src/openpai-runtime/src/src/init.d/initializer.py
new file mode 100644
index 00000000..c8d80970
--- /dev/null
+++ b/src/openpai-runtime/src/src/init.d/initializer.py
@@ -0,0 +1,268 @@
+#!/usr/bin/env python
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import argparse
+import copy
+import logging
+import os
+import re
+import subprocess
+import sys
+
+import yaml
+
+sys.path.append(os.path.join(os.path.dirname(os.path.abspath(__file__)), ".."))
+from common.utils import init_logger  #pylint: disable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+
+EXIT_PLUGIN_INVALIDATE = 100
+RUNTIME_PLUGIN_PLACE_HOLDER = "com.microsoft.pai.runtimeplugin"
+
+
+def run_script(script_path, plugin_config, plugin_scripts):
+    failure_policy = plugin_config.get("failurePolicy", "fail")
+    args = [
+        sys.executable, script_path, "{}".format(yaml.safe_dump(plugin_config))
+    ]
+    args += plugin_scripts
+    proc = subprocess.Popen(args,
+                            stdout=subprocess.PIPE,
+                            stderr=subprocess.STDOUT)
+    while True:
+        line = proc.stdout.readline()
+        if not line:
+            break
+        line = line.decode("UTF-8").strip()
+        LOGGER.info(line)
+    proc.wait()
+    if proc.returncode:
+        LOGGER.error("failed to run %s, error code is %s", script_path,
+                     proc.returncode)
+        if failure_policy == "ignore":
+            LOGGER.info("ignore runtime error according to failure policy %s",
+                        failure_policy)
+        else:
+            raise Exception("Failed to run init script")
+
+
+def init_deployment(jobconfig, commands, taskrole):
+    """Inject preCommands and postCommands form deployment.
+
+    Args:
+        jobconfig: Jobconfig object generated by parser.py from framework.json.
+        commands: Commands to call in precommands.sh and postcommands.sh.
+    """
+
+    if "defaults" not in jobconfig or "deployments" not in jobconfig or "deployment" not in jobconfig[
+            "defaults"]:
+        LOGGER.info("No suitable deployment found in jobconfig. Skipping")
+        return
+
+    deployment_name = jobconfig["defaults"]["deployment"]
+    for deployment in jobconfig["deployments"]:
+        if deployment["name"] == deployment_name and taskrole in deployment[
+                "taskRoles"]:
+            # Inject preCommands and postCommands
+            if "preCommands" in deployment["taskRoles"][taskrole]:
+                commands[0].append("\n".join(
+                    deployment["taskRoles"][taskrole]["preCommands"]))
+            if "postCommands" in deployment["taskRoles"][taskrole]:
+                commands[1].insert(
+                    0, "\n".join(
+                        deployment["taskRoles"][taskrole]["postCommands"]))
+
+
+def collect_plugin_configs(jobconfig, taskrole):
+    """
+    Collect plugin configs from jobconfig. Plugins are filtered using taskrole.
+
+    Args:
+        jobconfig: Jobconfig object generated by parser.py from framework.json.
+        taskrole: the taskrole of this container.
+    """
+    plugin_configs = []
+
+    # collect plugins from jobconfig['taskRoles'][taskrole]['prerequisites']
+    if 'prerequisites' in jobconfig['taskRoles'][taskrole] and 'prerequisites' in jobconfig:
+        # read prerequisite_config from jobconfig['prerequisites']
+        prerequisites_name2config = {}
+        for prerequisite_config in jobconfig['prerequisites']:
+            prerequisites_name2config[prerequisite_config['name']] = prerequisite_config
+        # init every prerequisite in jobconfig['taskRoles'][taskrole]['prerequisites']
+        for prerequisite_name in jobconfig['taskRoles'][taskrole]['prerequisites']:
+            prerequisite_config = copy.deepcopy(prerequisites_name2config[prerequisite_name])
+            if 'plugin' in prerequisite_config and prerequisite_config['plugin'].startswith(RUNTIME_PLUGIN_PLACE_HOLDER):
+                # convert prerequisite to runtime plugin config
+                plugin_config = {
+                    # plugin name follows the format "com.microsoft.pai.runtimeplugin.<plugin name>"
+                    'plugin': prerequisite_config.pop('plugin')[len(RUNTIME_PLUGIN_PLACE_HOLDER) + 1:]
+                }
+                if 'failurePolicy' in prerequisite_config:
+                    plugin_config['failurePolicy'] = prerequisite_config.pop('failurePolicy')
+                prerequisite_config.pop('type', None)
+                # the remaining keys (other than plugin, failurePolicy, and type) will be treated as parameters
+                plugin_config['parameters'] = copy.deepcopy(prerequisite_config)
+                plugin_configs.append(plugin_config)
+
+    # collect plugins from jobconfig["extras"]
+    if "extras" in jobconfig and RUNTIME_PLUGIN_PLACE_HOLDER in jobconfig["extras"]:
+        for plugin_config in jobconfig["extras"][RUNTIME_PLUGIN_PLACE_HOLDER]:
+            if "taskroles" in plugin_config and taskrole not in plugin_config["taskroles"]:
+                continue
+            plugin_configs.append(copy.deepcopy(plugin_config))
+
+    return plugin_configs
+
+
+def init_plugins(jobconfig, secrets, user_extension, application_token, commands, plugins_path, runtime_path,
+                 taskrole):
+    """Init plugins from jobconfig.
+
+    Args:
+        jobconfig: Jobconfig object generated by parser.py from framework.json.
+        secrets: config secrests passed to runtime.
+        user_extension: user extension passed to runtime.
+        application_token: application token path passed to runtime.
+        commands: Commands to call in precommands.sh and postcommands.sh.
+        plugins_path: The base path for all plugins.
+        runtime_path: The output path of plugin generated scripts.
+        taskrole: the taskrole of this container.
+    """
+
+    plugin_configs = collect_plugin_configs(jobconfig, taskrole)
+
+    for plugin_index, plugin_config in enumerate(plugin_configs):
+        plugin_name = plugin_config["plugin"]
+        plugin_base_path = "{}/{}".format(plugins_path, plugin_name)
+
+        parameters = yaml.safe_load(
+            replace_ref(str(plugin_config.get("parameters", "")), jobconfig, secrets,
+                        taskrole))
+        plugin_config["parameters"] = parameters
+
+        plugin_config["user_extension"] = user_extension
+
+        if os.path.exists(application_token):
+            with open(application_token, "r") as f:
+                plugin_config["application_token"] = yaml.safe_load(f)
+
+        with open("{}/desc.yaml".format(plugin_base_path), "r") as f:
+            plugin_desc = yaml.safe_load(f)
+
+        plugin_scripts = [
+            "{}/plugin_pre{}.sh".format(runtime_path, plugin_index),
+            "{}/plugin_post{}.sh".format(runtime_path, plugin_index)
+        ]
+
+        LOGGER.info("Starting to prepare plugin %s", plugin_name)
+        # Run init script
+        if "init-script" in plugin_desc:
+            run_script(
+                "{}/{}".format(plugin_base_path, plugin_desc["init-script"]),
+                plugin_config, plugin_scripts)
+
+        if os.path.isfile(plugin_scripts[0]):
+            commands[0].append("/bin/bash {}".format(plugin_scripts[0]))
+
+        if os.path.isfile(plugin_scripts[1]):
+            commands[1].insert(0, "/bin/bash {}".format(plugin_scripts[1]))
+
+
+
+def replace_ref(param_str, jobconfig, secrets, taskrole):
+    jobconfig_copy = copy.deepcopy(jobconfig)
+    jobconfig_copy["secrets"] = secrets
+
+    def _find_ref(matched):
+        ref_str = re.sub(r'(\s*)%>', "",
+                         re.sub(r'<%(\s*)\$', "", matched.group(0)))
+        ref = ref_str.split(".")
+        if ref[0] in ["parameters", "secrets"]:
+            cur_element = jobconfig_copy[ref[0]]
+        elif ref[0] in ["script", "output", "data"]:
+            cur_element = next(
+                b for b in jobconfig_copy["prerequisites"]
+                if b["type"] == ref[0]
+                and b["name"] == jobconfig_copy["taskRoles"][taskrole][ref[0]])
+        for i in range(1, len(ref)):
+            list_indexes = re.findall(r'([\s\S]*?)\[(\s*)([0-9]+)(\s*)\]',
+                                      ref[i])
+            if not list_indexes:
+                cur_element = cur_element[ref[i]]
+            else:
+                for list_index in list_indexes:
+                    if list_index[0]:
+                        cur_element = cur_element[list_index[0]]
+                    cur_element = cur_element[int(list_index[2])]
+        return cur_element
+
+    replaced = re.sub(r'<%(\s*)\$([\s\S]*?)(\s*)%>', _find_ref, param_str)
+    return replaced
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "jobconfig_yaml",
+        help="jobConfig.yaml generated by parser.py from framework.json")
+    parser.add_argument("secret_file",
+                        help="secrets.yaml config secrets passed to runtime")
+    parser.add_argument("user_extension_secrets_file",
+                        help="userExtensionSecrets.yaml user extension secrets passed to runtime")
+    parser.add_argument("application_token",
+                        help="application token passed to runtime")
+    parser.add_argument("plugins_path", help="Plugins path")
+    parser.add_argument("runtime_path", help="Runtime path")
+    parser.add_argument("task_role", help="container task role name")
+    args = parser.parse_args()
+
+    LOGGER.info("loading yaml from %s", args.jobconfig_yaml)
+    with open(args.jobconfig_yaml) as j:
+        job_config = yaml.safe_load(j)
+
+    if not os.path.isfile(args.secret_file):
+        secrets = None
+    else:
+        with open(args.secret_file) as f:
+            secrets = yaml.safe_load(f.read())
+
+    if not os.path.isfile(args.user_extension_secrets_file):
+        user_extension = None
+    else:
+        with open(args.user_extension_secrets_file) as f:
+            user_extension = yaml.safe_load(f.read())
+
+    commands = [[], []]
+    init_plugins(job_config, secrets, user_extension, args.application_token, commands, args.plugins_path,
+                 args.runtime_path, args.task_role)
+
+    # pre-commands and post-commands already handled by rest-server.
+    # Don't need to do this unless use commands in JobConfig for comments compatibility.
+    # init_deployment(jobconfig, commands)
+
+    with open("{}/precommands.sh".format(args.runtime_path), "a+") as f:
+        f.write("\n".join(commands[0]))
+
+    with open("{}/postcommands.sh".format(args.runtime_path), "a+") as f:
+        f.write("\n".join(commands[1]))
+
+
+if __name__ == "__main__":
+    init_logger()
+    main()
diff --git a/src/openpai-runtime/src/src/init.d/port.py b/src/openpai-runtime/src/src/init.d/port.py
new file mode 100644
index 00000000..55324745
--- /dev/null
+++ b/src/openpai-runtime/src/src/init.d/port.py
@@ -0,0 +1,81 @@
+#!/usr/bin/python
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+# The error exit code range for this program is [10, 20)
+
+import argparse
+import logging
+import os
+import re
+import sys
+import socket
+
+sys.path.append(os.path.join(os.path.dirname(os.path.abspath(__file__)), ".."))
+from common.utils import init_logger  #pylint: disable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+
+
+def check_port(portno):
+    """Check whether the port is in use.
+
+    Exit with code 10 if the port is already in use.
+
+    Args:
+        portno: Port number to check.
+    """
+    sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+    ret = sock.connect_ex(('localhost', portno))
+    sock.close()
+    if ret == 0:
+        print("Port {} has conflict.".format(portno))
+        sys.exit(10)
+
+
+def check_port_list_env(port_list_env):
+    ports = {}
+    for each in re.split(":|;|,", port_list_env):
+        if each.isdigit():
+            if each in ports:
+                LOGGER.error("Port %s has conflict.", each)
+                sys.exit(10)
+            ports[each] = True
+            check_port(int(each))
+
+
+def main():
+    """Main function.
+
+    Check whether there's conflict in scheduled ports.
+    """
+    parser = argparse.ArgumentParser()
+    parser.add_argument("runtime_env", help="runtime_env generated by parser")
+    args = parser.parse_args()
+
+    LOGGER.info("runtime env from %s", args.runtime_env)
+    with open(args.runtime_env) as f:
+        content = f.read()
+        matches = re.search(r"PAI_CONTAINER_HOST_PORT_LIST='(.*)'", content)
+        if matches and matches.group(1):
+            check_port_list_env(matches.group(1))
+
+
+if __name__ == "__main__":
+    init_logger()
+    main()
diff --git a/src/openpai-runtime/src/src/init.d/user_command_renderer.py b/src/openpai-runtime/src/src/init.d/user_command_renderer.py
new file mode 100644
index 00000000..f133253b
--- /dev/null
+++ b/src/openpai-runtime/src/src/init.d/user_command_renderer.py
@@ -0,0 +1,62 @@
+#!/usr/bin/python
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import argparse
+import logging
+import os
+import sys
+
+import yaml
+
+sys.path.append(os.path.join(os.path.dirname(os.path.abspath(__file__)), ".."))
+from common.utils import init_logger, render_string_with_secrets  #pylint: disable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+
+
+def _output_user_command(user_command, output_file):
+    with open(output_file, "a+") as f:
+        f.write(user_command)
+
+
+def main():
+    parser = argparse.ArgumentParser()
+
+    parser.add_argument("secret_file", help="file which contains secret info")
+    parser.add_argument("output_file", help="output file name")
+    args = parser.parse_args()
+
+    logging.info("Starting to render user command")
+    if not os.path.isfile(args.secret_file):
+        secrets = None
+    else:
+        with open(args.secret_file) as f:
+            secrets = yaml.safe_load(f.read())
+
+    user_command = os.getenv("USER_CMD")
+    LOGGER.info("not rendered user command is %s", user_command)
+    rendered_user_command = render_string_with_secrets(user_command, secrets)
+    _output_user_command(rendered_user_command, args.output_file)
+    logging.info("User command already rendered and outputted to %s",
+                 args.output_file)
+
+
+if __name__ == "__main__":
+    init_logger()
+    main()
diff --git a/src/openpai-runtime/src/src/package_cache/package_cache_info b/src/openpai-runtime/src/src/package_cache/package_cache_info
new file mode 100644
index 00000000..53105eb5
--- /dev/null
+++ b/src/openpai-runtime/src/src/package_cache/package_cache_info
@@ -0,0 +1,10 @@
+# group_name, os, packages(space-gapped)
+# "#" can be used for comments
+ssh,ubuntu20.04,openssh-client openssh-server
+ssh,ubuntu22.04,openssh-client openssh-server
+nfs,ubuntu20.04,nfs-common
+nfs,ubuntu22.04,nfs-common
+samba,ubuntu20.04,cifs-utils
+samba,ubuntu22.04,cifs-utils
+azurefile,ubuntu20.04,cifs-utils sshpass
+azurefile,ubuntu22.04,cifs-utils sshpass
diff --git a/src/openpai-runtime/src/src/package_cache/ubuntu_build.sh b/src/openpai-runtime/src/src/package_cache/ubuntu_build.sh
new file mode 100644
index 00000000..87ac5505
--- /dev/null
+++ b/src/openpai-runtime/src/src/package_cache/ubuntu_build.sh
@@ -0,0 +1,72 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+if [ $# -ne 2 ]; then
+  echo "Usage: bash -x <this-script.sh> <path-to-package-cache-info> <os-type>"
+  exit 1
+else
+  package_cache_info=$1
+  os_type=$2
+fi
+
+apt-get update
+ROOT_DIR=/package_cache
+mkdir -p $ROOT_DIR
+
+i=0
+package_dirs=()
+
+while IFS= read -r line || [[ -n "$line" ]] ;
+do
+  start_char=`echo $line | cut -b 1`
+  if [ ! "$start_char" == "#" ]; then
+    name=`echo $line | cut -d , -f 1`
+    os=`echo $line | cut -d , -f 2`
+    packages=`echo $line | cut -d , -f 3`
+    if [ "$os" = "$os_type" ]; then
+      echo "name: ${name} os: ${os} packages: ${packages}"
+      package_dir=$ROOT_DIR"/${name}-${os}"
+      package_dirs[$i]=$package_dir
+      let i++
+      mkdir -p $package_dir
+      cd $package_dir
+      echo $packages > ./packages
+      apt-get -y install --print-uris ${packages} | cut -d " " -f 1-2 | grep http:// > /aptinfo && \
+      cat /aptinfo | cut -d\' -f 2 > ./urls && \
+      apt-get -y install ${packages} --dry-run &> /dry_run_log && \
+      cat /dry_run_log  | grep Conf | cut -d " " -f 2 > ./order
+      if [ $? -ne 0 ]; then
+        echo 'There is an error during package collection.'
+        exit 1
+      fi
+    fi
+  fi
+done < $package_cache_info  
+
+apt-get -y install wget
+
+for package_dir in ${package_dirs[@]};do
+  cd $package_dir
+  wget -i ./urls --tries 3 -P ./ && \
+  ls -la *.deb | awk '{print $9}' | while read filename; do mv $filename `echo $filename | cut -d "_" -f1`".deb"; done;
+  if [ $? -ne 0 ]; then
+    echo 'There is an error during package collection.'
+    exit 1
+  fi
+done
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/plugins/cmd/README.md b/src/openpai-runtime/src/src/plugins/cmd/README.md
new file mode 100644
index 00000000..9cafd6ad
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/cmd/README.md
@@ -0,0 +1,17 @@
+# CMD plugin
+
+## Goal
+The cmd plugin offers user to execute pre-commands or post-commands.
+
+## Schema
+```yaml
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: cmd
+      parameters:
+        preCommands:
+          - pre-cmd
+        postCommands:
+          - post-cmd
+      failurePolicy: ignore/fail
+```
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/plugins/cmd/desc.yaml b/src/openpai-runtime/src/src/plugins/cmd/desc.yaml
new file mode 100644
index 00000000..ff8d4df9
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/cmd/desc.yaml
@@ -0,0 +1,19 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+name: cmd
+init-script: init.py
diff --git a/src/openpai-runtime/src/src/plugins/cmd/init.py b/src/openpai-runtime/src/src/plugins/cmd/init.py
new file mode 100644
index 00000000..76bed021
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/cmd/init.py
@@ -0,0 +1,57 @@
+#!/usr/bin/env python
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import os
+import sys
+
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../.."))
+from plugins.plugin_utils import plugin_init, PluginHelper  #pylint: disable=wrong-import-position
+
+
+def main():
+    [plugin_config, pre_script, post_script] = plugin_init()
+
+    plugin_helper = PluginHelper(plugin_config)
+    parameters = plugin_config.get("parameters")
+    if parameters:
+        if "callbacks" in parameters:
+            assert "preCommands" not in parameters
+            assert "postCommands" not in parameters
+            pre_commands = []
+            post_commands = []
+            for callback in parameters['callbacks']:
+                if callback['event'] == 'taskStarts':
+                    pre_commands.extend(callback['commands'])
+                elif callback['event'] == 'taskSucceeds':
+                    post_commands.extend(callback['commands'])
+            if len(pre_commands) > 0:
+                plugin_helper.inject_commands(pre_commands, pre_script)
+            if len(post_commands) > 0:
+                plugin_helper.inject_commands(post_commands, post_script)
+        else:
+            if "preCommands" in parameters:
+                plugin_helper.inject_commands(parameters["preCommands"],
+                                              pre_script)
+            if "postCommands" in parameters:
+                plugin_helper.inject_commands(parameters["postCommands"],
+                                              post_script)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/openpai-runtime/src/src/plugins/dind/desc.yaml b/src/openpai-runtime/src/src/plugins/dind/desc.yaml
new file mode 100644
index 00000000..c1aead9e
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/dind/desc.yaml
@@ -0,0 +1,19 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+name: dind
+init-script: init.py
diff --git a/src/openpai-runtime/src/src/plugins/dind/init.py b/src/openpai-runtime/src/src/plugins/dind/init.py
new file mode 100644
index 00000000..152d4062
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/dind/init.py
@@ -0,0 +1,55 @@
+#!/usr/bin/env python
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import logging
+import os
+import sys
+
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../.."))
+from plugins.plugin_utils import plugin_init, PluginHelper  #pylint: disable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+
+
+def main():
+    LOGGER.info("Preparing dind (Docker-in-Docker) runtime plugin")
+    [plugin_config, pre_script, _] = plugin_init()
+    plugin_helper = PluginHelper(plugin_config)
+
+    # Get the current directory where this script is located
+    cur_dir = os.path.dirname(os.path.abspath(__file__))
+    install_script_path = os.path.join(cur_dir, "install_docker.sh")
+
+    # Check if the install script exists
+    if not os.path.exists(install_script_path):
+        LOGGER.error("Docker installation script not found at: %s", install_script_path)
+        sys.exit(1)
+
+    # Make the script executable and run it
+    commands = [
+        f"chmod +x {install_script_path}",
+        f"bash {install_script_path}"
+    ]
+    
+    LOGGER.info("Injecting Docker installation commands into pre-script")
+    plugin_helper.inject_commands(commands, pre_script)
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/plugins/dind/install_docker.sh b/src/openpai-runtime/src/src/plugins/dind/install_docker.sh
new file mode 100644
index 00000000..3abcaa59
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/dind/install_docker.sh
@@ -0,0 +1,178 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+set -eux
+
+DOCKER_CHANNEL="stable"
+DOCKER_VERSION="28.2.2"
+DOCKER_COMPOSE_VERSION="v2.37.1"
+BUILDX_VERSION="v0.24.0"
+
+# Logging functions
+function log_info() {
+    echo "[INFO] $1"
+}
+
+function log_error() {
+    echo "[ERROR] $1"
+}
+
+# Check ubuntu version
+UBUNTU_VERSION=$(grep '^VERSION_ID=' /etc/os-release | cut -d '"' -f2)
+if [[ -z "$UBUNTU_VERSION" ]]; then
+  echo "Unable to determine Ubuntu version. Please ensure lsb_release is installed." >&2
+  exit 1
+fi
+
+# === Install dependencies ===
+apt-get update
+apt-get install -y \
+  ca-certificates wget curl iptables supervisor gnupg sudo
+
+# === Set iptables-legacy if needed ===
+if [[ "$UBUNTU_VERSION" != "20.04" ]]; then
+  update-alternatives --set iptables /usr/sbin/iptables-legacy
+fi
+
+# === Install Docker + buildx ===
+arch="$(uname -m)"
+case "$arch" in
+  x86_64) dockerArch='x86_64'; buildx_arch='linux-amd64' ;;
+  armhf)  dockerArch='armel'; buildx_arch='linux-arm-v6' ;;
+  armv7)  dockerArch='armhf'; buildx_arch='linux-arm-v7' ;;
+  aarch64) dockerArch='aarch64'; buildx_arch='linux-arm64' ;;
+  *) echo "Unsupported architecture: $arch" >&2; exit 1 ;;
+esac
+
+wget -O docker.tgz "https://download.docker.com/linux/static/${DOCKER_CHANNEL}/${dockerArch}/docker-${DOCKER_VERSION}.tgz"
+tar --extract --file docker.tgz --strip-components 1 --directory /usr/local/bin/
+rm docker.tgz
+
+wget -O docker-buildx "https://github.com/docker/buildx/releases/download/${BUILDX_VERSION}/buildx-${BUILDX_VERSION}.${buildx_arch}"
+mkdir -p /usr/local/lib/docker/cli-plugins
+chmod +x docker-buildx
+mv docker-buildx /usr/local/lib/docker/cli-plugins/docker-buildx
+
+# === Install Docker Compose ===
+curl -L "https://github.com/docker/compose/releases/download/${DOCKER_COMPOSE_VERSION}/docker-compose-$(uname -s)-$(uname -m)" \
+  -o /usr/local/bin/docker-compose
+chmod +x /usr/local/bin/docker-compose
+ln -s /usr/local/bin/docker-compose /usr/local/lib/docker/cli-plugins/docker-compose
+
+mkdir -p /var/lib/docker
+
+# -------------------------------
+# Create modprobe shim
+# -------------------------------
+cat << 'EOF' > /usr/local/bin/modprobe
+#!/bin/sh
+set -eu
+# "modprobe" without modprobe
+# https://twitter.com/lucabruno/status/902934379835662336
+# Docker often uses "modprobe -va foo bar baz"
+# so we ignore modules that start with "-"
+for module; do
+	if [ "${module#-}" = "$module" ]; then
+		ip link show "$module" || true
+		lsmod | grep "$module" || true
+	fi
+done
+
+# remove /usr/local/... from PATH so we can exec the real modprobe as a last resort
+export PATH='/usr/sbin:/usr/bin:/sbin:/bin'
+exec modprobe "$@"
+EOF
+
+chmod +x /usr/local/bin/modprobe
+
+# === Supervisor configuration ===
+mkdir -p /etc/supervisor/conf.d
+cat <<EOF > /etc/supervisor/conf.d/dockerd.conf
+[program:dockerd]
+command=/usr/local/bin/dockerd
+autostart=true
+autorestart=true
+stderr_logfile=/var/log/dockerd.err.log
+stdout_logfile=/var/log/dockerd.out.log
+EOF
+
+
+# === start-docker.sh script ===
+cat << 'EOF' > /usr/local/bin/start-docker.sh
+#!/bin/bash
+
+function log_info() {
+    echo "[INFO] $1"
+}
+
+function log_error() {
+    echo "[ERROR] $1"
+}
+
+function wait_for_process () {
+    local max_time_wait=30
+    local process_name="$1"
+    local waited_sec=0
+    while ! pgrep "$process_name" >/dev/null && ((waited_sec < max_time_wait)); do
+        log_info "Process $process_name is not running yet. Retrying in 1 seconds"
+        log_info "Waited $waited_sec seconds of $max_time_wait seconds"
+        sleep 1
+        ((waited_sec=waited_sec+1))
+        if ((waited_sec >= max_time_wait)); then
+            return 1
+        fi
+    done
+    return 0
+}
+
+log_info "Starting supervisor"
+/usr/bin/supervisord -n >> /dev/null 2>&1 &
+
+log_info "Waiting for docker to be running"
+wait_for_process dockerd
+if [ $? -ne 0 ]; then
+    log_error "dockerd is not running after max time"
+    exit 1
+else
+    log_info "dockerd is running"
+fi
+EOF
+
+chmod +x /usr/local/bin/start-docker.sh
+
+# check if NVIDIA GPU is available
+if command -v nvidia-smi >/dev/null 2>&1; then
+    log_info "NVIDIA GPU detected. Installing NVIDIA Container Toolkit."
+    # === NVIDIA Container Toolkit ===
+    # Download and install GPG key
+    curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey | gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg
+    
+    # Add NVIDIA repository
+    curl -s -L https://nvidia.github.io/libnvidia-container/stable/deb/nvidia-container-toolkit.list | \
+        sed 's#deb https://#deb [signed-by=/usr/share/keyrings/nvidia-container-toolkit-keyring.gpg] https://#g' | \
+        tee /etc/apt/sources.list.d/nvidia-container-toolkit.list
+    
+    apt-get update
+    export NVIDIA_CONTAINER_TOOLKIT_VERSION=1.17.8-1
+    apt-get install -y \
+        nvidia-container-toolkit=${NVIDIA_CONTAINER_TOOLKIT_VERSION} \
+        nvidia-container-toolkit-base=${NVIDIA_CONTAINER_TOOLKIT_VERSION} \
+        libnvidia-container-tools=${NVIDIA_CONTAINER_TOOLKIT_VERSION} \
+        libnvidia-container1=${NVIDIA_CONTAINER_TOOLKIT_VERSION}
+    nvidia-ctk runtime configure --runtime=docker
+else
+    log_info "No NVIDIA GPU detected. Skipping NVIDIA Container Toolkit installation."
+fi
+
+# === Enable Docker service ===
+bash /usr/local/bin/start-docker.sh
+
+# === Validate ===
+docker info || {
+    echo "Docker installation failed. Please check the logs." >&2
+    exit 1
+}
+
+echo "Setup complete."
diff --git a/src/openpai-runtime/src/src/plugins/git/README.md b/src/openpai-runtime/src/src/plugins/git/README.md
new file mode 100644
index 00000000..38e21b3d
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/git/README.md
@@ -0,0 +1,22 @@
+# GIT plugin
+
+## Goal
+The cmd plugin offers user to download code from git repo.
+
+## Schema
+```yaml
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: git
+      parameters:
+        repo_uri: <git repo>
+        options:
+        - <git clone options>
+        clone_dir: <clone dir>
+      failurePolicy: ignore/fail
+```
+
+## Notice
+If parameter `clone_dir` is missing, repo will be cloned into `/usr/local/pai/code`.
+
+If `clone_dir` exists and is not empty, `git` plugin will failed.
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/plugins/git/check_clone_dir.sh b/src/openpai-runtime/src/src/plugins/git/check_clone_dir.sh
new file mode 100644
index 00000000..2c491102
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/git/check_clone_dir.sh
@@ -0,0 +1,33 @@
+#!/bin/bash
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+function main() {
+  if [[ $# -eq 0 ]]; then
+    return
+  fi
+  local destination=$1
+  if [[ -e $destination ]]; then
+    if [[ -d $destination && -z "$(ls -A $destination)" ]]; then
+      return
+    fi
+    echo "fatal: destination path '$destination' already exists and is not an empty directory."
+    return 1
+  fi
+}
+
+main $@
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/plugins/git/desc.yaml b/src/openpai-runtime/src/src/plugins/git/desc.yaml
new file mode 100644
index 00000000..c526c372
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/git/desc.yaml
@@ -0,0 +1,19 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+name: git
+init-script: init.py
diff --git a/src/openpai-runtime/src/src/plugins/git/init.py b/src/openpai-runtime/src/src/plugins/git/init.py
new file mode 100644
index 00000000..42f5249f
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/git/init.py
@@ -0,0 +1,66 @@
+#!/usr/bin/env python
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import logging
+import os
+from os import curdir
+import sys
+
+import backoff
+from git import Repo, GitCommandError
+
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../.."))
+from plugins.plugin_utils import plugin_init, PluginHelper  #pylint: disable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+
+
+# backoff retry, max wait time set to 5 mins
+@backoff.on_exception(backoff.expo,
+                      GitCommandError,
+                      max_tries=10,
+                      max_value=300)
+def main():
+    LOGGER.info("Preparing git runtime plugin")
+    [plugin_config, pre_script, _] = plugin_init()
+    plugin_helper = PluginHelper(plugin_config)
+
+    cur_dir = os.path.dirname(os.path.abspath(__file__))
+    repo_local_path = os.path.join(cur_dir, "../../code")
+    parameters = plugin_config.get("parameters")
+    if not parameters or "repo_uri" not in parameters:
+        LOGGER.error("Can not find repo in runtime plugin")
+        sys.exit(1)
+    if "options" in parameters:
+        Repo.clone_from(parameters["repo_uri"],
+                        repo_local_path,
+                        multi_options=parameters["options"])
+    else:
+        Repo.clone_from(parameters["repo_uri"], repo_local_path)
+    if "clone_dir" in parameters:
+        plugin_helper.inject_commands([
+            "{}/check_clone_dir.sh {}".format(
+                cur_dir, parameters["clone_dir"]), "mkdir -p {}".format(
+                    parameters["clone_dir"]), "mv -f {}/* {}".format(
+                        repo_local_path, parameters["clone_dir"])
+        ], pre_script)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/openpai-runtime/src/src/plugins/plugin_utils.py b/src/openpai-runtime/src/src/plugins/plugin_utils.py
new file mode 100644
index 00000000..1d4275dc
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/plugin_utils.py
@@ -0,0 +1,83 @@
+#!/usr/bin/env python
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import logging
+import argparse
+import os
+import shutil
+import yaml
+
+from common.utils import init_logger
+
+LOGGER = logging.getLogger(__name__)
+
+
+class PluginHelper:  #pylint: disable=too-few-public-methods
+    def __init__(self, plugin_config: dict):
+        self._parameters = plugin_config.get("parameters", "")
+        self._plugin_name = plugin_config.get("plugin", "")
+        self._failure_policy = plugin_config.get("failurePolicy", "fail")
+
+    def inject_commands(self, commands, script):
+        new_commands = []
+        if commands:
+            new_commands = [x + "\n" for x in commands]
+            if self._failure_policy.lower() == "ignore":
+                new_commands.insert(0, "set +o errexit\n")
+                new_commands.append("set -o errexit\n")
+            else:
+                new_commands.insert(0, "set -o errexit\n")
+            with open(script, 'a+') as f:
+                f.writelines(new_commands)
+
+
+def plugin_init():
+    init_logger()
+    parser = argparse.ArgumentParser()
+    parser.add_argument("plugin_config",
+                        help="plugin config for runtime plugin in yaml")
+    parser.add_argument("pre_script", help="script for pre commands")
+    parser.add_argument("post_script", help="script for post commands")
+    args = parser.parse_args()
+
+    plugin_config = yaml.safe_load(args.plugin_config)
+
+    return [plugin_config, args.pre_script, args.post_script]
+
+
+PAI_WORK_DIR = "/usr/local/pai"
+
+
+def try_to_install_by_cache(group_name: str, fallback_cmds: list):
+    source_folder = "/opt/package_cache"
+    target_folder = os.path.join(PAI_WORK_DIR, "package_cache")
+    if not os.path.exists(source_folder):
+        return "{};".format(";".join(fallback_cmds))
+    exists_group_names = os.listdir(source_folder)
+    needed_group_names = [
+        name for name in exists_group_names
+        if name.startswith(group_name + '-')
+    ]
+    for name in needed_group_names:
+        name_source_folder = os.path.join(source_folder, name)
+        name_target_folder = os.path.join(target_folder, name)
+        if not os.path.exists(name_target_folder):  # avoid duplicate copy
+            shutil.copytree(name_source_folder, name_target_folder)
+    cached_cmd = "/bin/bash {}/runtime.d/install_group.sh ".format(
+        PAI_WORK_DIR) + group_name
+    return "{} || {{ {}; }}".format(cached_cmd, ";".join(fallback_cmds))
diff --git a/src/openpai-runtime/src/src/plugins/ssh/README.md b/src/openpai-runtime/src/src/plugins/ssh/README.md
new file mode 100644
index 00000000..4cc2f350
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/ssh/README.md
@@ -0,0 +1,23 @@
+# SSH plugin
+
+## Goal
+The ssh plugin offers ssh connection between containers. Use ${taskrole}-${index} to connect to other job container. 
+
+## Schema
+```yaml
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: ssh
+      parameters:
+        jobssh: boolean
+        sshbarrier: boolean
+        sshbarrierTimeout: number
+        userssh:
+          type: string
+          value: string
+      failurePolicy: ignore/fail
+```
+- jobssh: true to enable job container wise ssh, false to disable.
+- sshbarrier: if set to true, wait until can ssh to all corresponding job containers. If not set, the defalut value is false.
+- sshbarrierTimeout: the timeout (in minutes) of ssh barrier, default is 30 mins.
+- userssh: currently the userssh type should be ```custom```. Type ```custom``` means use the userssh value as the SSH public key to run job. User can use the corresponding SSH private key to connect to job container.
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/plugins/ssh/desc.yaml b/src/openpai-runtime/src/src/plugins/ssh/desc.yaml
new file mode 100644
index 00000000..88d269a3
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/ssh/desc.yaml
@@ -0,0 +1,19 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+name: ssh
+init-script: init.py
diff --git a/src/openpai-runtime/src/src/plugins/ssh/init.py b/src/openpai-runtime/src/src/plugins/ssh/init.py
new file mode 100644
index 00000000..18d64568
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/ssh/init.py
@@ -0,0 +1,150 @@
+#!/usr/bin/env python
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import logging
+import os
+from pathlib import Path
+import sys
+
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../.."))
+from plugins.plugin_utils import plugin_init, PluginHelper, try_to_install_by_cache  #pylint: disable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+
+
+def get_user_public_keys(user_extension):
+    """
+    get user public keys from user extension
+
+    Format of user extension:
+    {
+        "sshKeys": [
+            {
+                "title": "title-of-the-public-key",
+                "value": "ssh-rsa xxxx"
+                "time": "xxx"
+            }
+        ]
+    }
+
+    Returns:
+    --------
+    list
+        a list of public keys
+    """
+    public_keys = [item["value"] for item in user_extension["sshKeys"]]
+
+    return public_keys
+
+
+def prepare_job_ssh_key_pair(user_extension):
+    """
+    prepare job ssh key pair from user extension
+
+    Format of user extension:
+    {
+        "jobSSH":
+            {
+                "key": "-----BEGIN RSA PRIVATE KEY----- xxxx",
+                "pubKey": "ssh-rsa xxxx"
+            }
+    }
+    """
+    if "jobSSH" in user_extension:
+        secret_root = './ssh-secret'
+        Path(secret_root).mkdir(exist_ok=True)
+        with open(os.path.join(secret_root, "ssh-publickey"), "w") as publickey:
+            publickey.write(user_extension["jobSSH"]["pubKey"].strip() + '\n')
+        with open(os.path.join(secret_root, "ssh-privatekey"), "w") as privatekey:
+            privatekey.write(user_extension["jobSSH"]["key"].strip() + '\n')
+
+
+def main():
+    LOGGER.info("Preparing ssh runtime plugin commands")
+    [plugin_config, pre_script, _] = plugin_init()
+    plugin_helper = PluginHelper(plugin_config)
+    parameters = plugin_config.get("parameters")
+    user_extension = plugin_config.get("user_extension")
+
+    prepare_job_ssh_key_pair(user_extension)
+
+    if not parameters:
+        LOGGER.info("Ssh plugin parameters is empty, ignore this")
+        return
+
+    gang_allocation = os.environ.get("GANG_ALLOCATION", "true")
+    if gang_allocation == "false":
+        if "sshbarrier" in parameters and "jobssh" in parameters and str(parameters["jobssh"]).lower() == "true" and str(parameters["sshbarrier"]).lower() == "false":
+            jobssh = str(parameters["jobssh"]).lower()
+        else:
+            LOGGER.warning(
+                "Job ssh is conflict with gang allocation, set job ssh to false")
+            jobssh = "false"
+    elif "jobssh" in parameters:
+        jobssh = str(parameters["jobssh"]).lower()
+    else:
+        jobssh = "false"
+    cmd_params = [jobssh]
+
+    if "userssh" in parameters:
+        # get user public keys from user extension secret
+        public_keys = []
+        if user_extension and "sshKeys" in user_extension:
+            public_keys = get_user_public_keys(user_extension)
+
+        if "value" in parameters["userssh"] and parameters["userssh"]["value"] != "":
+            public_keys.append(parameters["userssh"]["value"])
+
+        # append user public keys to cmd_params
+        if "type" in parameters["userssh"] and public_keys:
+            cmd_params.append(str(parameters["userssh"]["type"]))
+            cmd_params.append("\'{}\'".format('\n'.join(public_keys)))
+
+    # write call to real executable script
+    command = []
+    if len(cmd_params) == 1 and cmd_params[0] == "false":
+        LOGGER.info("Skip sshd script since neither jobssh or userssh is set")
+    else:
+        command = [
+            try_to_install_by_cache(
+                "ssh",
+                fallback_cmds=[
+                    "apt-get update",
+                    "DEBIAN_FRONTEND=noninteractive apt-get install -y openssh-client openssh-server",
+                ]), "{}/sshd.sh {}\n".format(
+                    os.path.dirname(os.path.abspath(__file__)),
+                    " ".join(cmd_params))
+        ]
+
+    # ssh barrier
+    if jobssh == "true" and "sshbarrier" in parameters and str(
+            parameters["sshbarrier"]).lower() == "true":
+        if "sshbarrierTimeout" in parameters:
+            barrier_params = str(parameters["sshbarrierTimeout"])
+        else:
+            barrier_params = ""
+        command.append("{}/sshbarrier.sh {}\n".format(
+            os.path.dirname(os.path.abspath(__file__)), barrier_params))
+
+    plugin_helper.inject_commands(command, pre_script)
+    LOGGER.info("Ssh runtime plugin perpared")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/openpai-runtime/src/src/plugins/ssh/sshbarrier.sh b/src/openpai-runtime/src/src/plugins/ssh/sshbarrier.sh
new file mode 100644
index 00000000..f868d622
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/ssh/sshbarrier.sh
@@ -0,0 +1,95 @@
+#!/bin/bash
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+# no set -o nounset because use empty array to judge end
+set -o pipefail
+set -o errexit
+
+readonly RETRY_INTERVAL=10
+INSTANCES_TO_CHECK=()
+
+function check_ssh_connection()
+{
+  ssh -q -o BatchMode=yes -o StrictHostKeyChecking=no $1 "exit 0"
+  local _RCODE=$?
+  return $_RCODE
+}
+
+function get_check_instances() {
+  # Set ssh config for all task role instances
+  local taskRoleInstances=(${PAI_TASK_ROLE_INSTANCES//,/ })
+  for i in "${taskRoleInstances[@]}"; do
+    local instancePair=(${i//:/ })
+    local taskRole=${instancePair[0]}
+    local index=${instancePair[1]}
+
+    INSTANCES_TO_CHECK+=("${taskRole}-${index}")
+  done
+}
+
+function main() {
+  MAX_RETRY_COUNT=1800
+  if [[ $# -eq 1 ]]; then
+    MAX_RETRY_COUNT=$(( $1 * 60 / RETRY_INTERVAL ))
+  fi
+  echo "Setting ssh barrier MAX_RETRY_COUNT to ${MAX_RETRY_COUNT}, poll interval is ${RETRY_INTERVAL} seconds"
+
+  retryCount=0
+  get_check_instances
+
+  # set +o errexit because use exitcode to judge ssh connectivity
+  set +o errexit
+  local localInstance="${FC_TASKROLE_NAME}-${FC_TASK_INDEX}"
+  while true
+  do
+    echo "Trying to SSH to instances: ${INSTANCES_TO_CHECK[*]}"
+
+    local instanceFailed=()
+
+    for instance in "${INSTANCES_TO_CHECK[@]}"; do
+      echo "check ssh connection for ${instance}"
+      check_ssh_connection "$instance"
+      if [[ $? != 0 ]]; then
+        if [[ $instance == $localInstance ]]; then
+          # Restart ssh service to fix the connection issue
+          echo "Local instance failed to connect to ssh, restart ssh service"
+          service ssh restart
+        fi
+        instanceFailed+=("$instance")
+      fi
+    done
+
+    [[ ${#instanceFailed[@]} = 0 ]] && break
+
+    if (( $retryCount >= $MAX_RETRY_COUNT )); then
+      echo "SSH barrier reaches max retry count. Failed instances: ${INSTANCES_TO_CHECK[*]} Exit..." >&2
+      exit 10
+    fi
+
+    INSTANCES_TO_CHECK=(${instanceFailed[*]})
+    ((retryCount++))
+
+    sleep $RETRY_INTERVAL
+  done
+  set -o errexit
+
+  echo "All ssh connections are established, continue..."
+}
+
+main $@
+
diff --git a/src/openpai-runtime/src/src/plugins/ssh/sshd.sh b/src/openpai-runtime/src/src/plugins/ssh/sshd.sh
new file mode 100644
index 00000000..65d28c6e
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/ssh/sshd.sh
@@ -0,0 +1,140 @@
+#!/bin/bash
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+PAI_WORK_DIR=/usr/local/pai
+SSH_DIR=/root/.ssh
+
+function prepare_ssh()
+{
+  mkdir -p ${SSH_DIR}
+  chmod 700 ${SSH_DIR}
+  touch ${SSH_DIR}/authorized_keys
+  chmod 644 ${SSH_DIR}/authorized_keys
+
+  mkdir -p /var/run/sshd
+
+  # Set sshd config
+  sed -i 's/[# ]*PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/sshd_config
+  sed -i 's/[# ]*Port.*/Port '$PAI_CONTAINER_SSH_PORT'/' /etc/ssh/sshd_config
+  echo "PermitUserEnvironment yes" >> /etc/ssh/sshd_config
+
+  sed 's@session\s*required\s*pam_loginuid.so@session optional pam_loginuid.so@g' -i /etc/pam.d/sshd
+
+  echo "sshd:ALL" >> /etc/hosts.allow
+
+  # Set user environment
+  env > ${SSH_DIR}/environment
+  # Remove lines containing http from environment file
+  sed -i '/0_http/b;/http/d' ${SSH_DIR}/environment
+  # Remove lines containing PAI_worker_<number>_ssh_PORT from environment file
+  sed -i "/PAI_${PAI_CURRENT_TASK_ROLE_NAME}_[0-9]*_ssh_PORT/d" ${SSH_DIR}/environment
+}
+
+function prepare_job_ssh()
+{
+  # A pair of separate job ssh for each user got from user_extension
+  localPublicKeyPath=${PAI_WORK_DIR}/ssh-secret/ssh-publickey
+  localPrivateKeyPath=${PAI_WORK_DIR}/ssh-secret/ssh-privatekey
+
+  if [ -f $localPublicKeyPath ] && [ -f $localPrivateKeyPath ] ; then
+    cat $localPublicKeyPath >> ${SSH_DIR}/authorized_keys
+
+    cp $localPrivateKeyPath ${SSH_DIR}/id_rsa
+    chmod 400 ${SSH_DIR}/id_rsa
+  else
+    echo "no job ssh keys found" >&2
+  fi
+
+  # Set ssh config for all task role instances
+  taskRoleInstanceArray=(${PAI_TASK_ROLE_INSTANCES//,/ })
+  for i in "${taskRoleInstanceArray[@]}"; do
+    instancePair=(${i//:/ })
+    taskrole=${instancePair[0]}
+    index=${instancePair[1]}
+    printf "%s\n  %s %s\n  %s %s\n  %s\n  %s\n  %s\n  %s\n" \
+      "Host ${taskrole}-${index}" \
+      "HostName" \
+      `eval echo '$PAI_HOST_IP_'${taskrole}_${index}` \
+      "Port" \
+      `eval echo '$PAI_'${taskrole}_${index}_ssh_PORT` \
+      "User root" \
+      "StrictHostKeyChecking no" \
+      "UserKnownHostsFile /dev/null" \
+      "IdentityFile /root/.ssh/id_rsa" >> /etc/ssh/ssh_config
+  done
+}
+
+function prepare_system_user_ssh()
+{
+  localPublicKeyPath=${PAI_WORK_DIR}/ssh-secret/$1
+  if [ -f $localPublicKeyPath ] ; then
+    cat $localPublicKeyPath >> ${SSH_DIR}/authorized_keys
+  else
+    echo "system user ssh public key $localPublicKeyPath not found!" >&2
+  fi
+}
+
+function prepare_custom_user_ssh()
+{
+  # append all user ssh public keys to authorized_keys
+  # example of $1 : 'ssh-rsa hash pai-job-ssh\nssh-ras hash pai-job-ssh'
+  printf "%b\n" "$1" >> ${SSH_DIR}/authorized_keys
+}
+
+function start_ssh()
+{
+  printf "%s %s\n" \
+    "[INFO]" "start ssh service"
+  service ssh restart
+}
+
+if [ -f /usr/sbin/sshd ] ; then
+    if [ -z "$PAI_CONTAINER_SSH_PORT" ] ; then
+        echo "no ssh port provided" >&2
+    else
+        if [ $# = 1 ] || [ $# = 3 ] ; then
+          prepare_ssh
+          if [ $1 = "true" ] ; then
+            prepare_job_ssh
+          fi
+
+          if [ $# = 3 ] ; then
+            case $2 in
+              "system")
+                prepare_system_user_ssh "$3"
+                ;;
+              "custom")
+                prepare_custom_user_ssh "$3"
+                ;;
+              *)
+                echo "unknown userssh type. userssh type should be system|custom." >&2
+                ;;
+            esac
+          fi
+          start_ssh
+        else
+          echo "usage: sshd <enable jobssh> [<userssh type> <userssh value>]" >&2
+        fi
+    fi
+else
+    echo "no sshd binary found" >&2
+fi
diff --git a/src/openpai-runtime/src/src/plugins/teamwise_storage/README.md b/src/openpai-runtime/src/src/plugins/teamwise_storage/README.md
new file mode 100644
index 00000000..c03cfe3d
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/teamwise_storage/README.md
@@ -0,0 +1,15 @@
+# Teamwise Storage Plugin
+
+## Goal
+The teamwise storage plugin offer user to mount storage provided by admin.
+
+## Schema
+```yaml
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: teamwise_storage
+      parameters:
+        storageConfigNames:
+          - PAI_SHARE  # storage config name provided by admin
+      failurePolicy: ignore/fail
+```
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/plugins/teamwise_storage/__init__.py b/src/openpai-runtime/src/src/plugins/teamwise_storage/__init__.py
new file mode 100644
index 00000000..afedca73
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/teamwise_storage/__init__.py
@@ -0,0 +1,16 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/src/openpai-runtime/src/src/plugins/teamwise_storage/desc.yaml b/src/openpai-runtime/src/src/plugins/teamwise_storage/desc.yaml
new file mode 100644
index 00000000..997df974
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/teamwise_storage/desc.yaml
@@ -0,0 +1,19 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+name: teamwise_storage
+init-script: init.py
diff --git a/src/openpai-runtime/src/src/plugins/teamwise_storage/init.py b/src/openpai-runtime/src/src/plugins/teamwise_storage/init.py
new file mode 100644
index 00000000..cad5b50b
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/teamwise_storage/init.py
@@ -0,0 +1,60 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import logging
+import os
+import sys
+
+#pylint: disable=wrong-import-position
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../.."))
+from plugins.plugin_utils import plugin_init, PluginHelper
+from plugins.teamwise_storage.storage_command_generator import StorageCommandGenerator
+#pylint: enable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+
+
+def main():
+    '''
+    Teamwise plugin is deprecated. Keep this piece of code since we may reuse them to
+    support user defined storage.
+    '''
+
+    LOGGER.warning("This plugin is deprecated, will ignore this plugin")
+    return
+
+    #pylint: disable=unreachable
+    LOGGER.info("Preparing storage runtime plugin commands")
+    [plugin_config, pre_script, _] = plugin_init()
+    parameters = plugin_config.get("parameters", "")
+
+    try:
+        command_generator = StorageCommandGenerator()
+    except Exception:  #pylint: disable=broad-except
+        LOGGER.exception("Failed to generate storage commands")
+        sys.exit(1)
+    pre_script_commands = command_generator.generate_plugin_commands(
+        parameters)
+
+    PluginHelper(plugin_config).inject_commands(pre_script_commands,
+                                                pre_script)
+    LOGGER.info("Storage runtime plugin perpared")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/openpai-runtime/src/src/plugins/teamwise_storage/storage_command_generator.py b/src/openpai-runtime/src/src/plugins/teamwise_storage/storage_command_generator.py
new file mode 100644
index 00000000..b7056497
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/teamwise_storage/storage_command_generator.py
@@ -0,0 +1,189 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import base64
+import json
+import logging
+import os
+
+from kubernetes import config as kube_config, client as kube_client
+
+from .storage_helper import StorageHelper
+
+LOGGER = logging.getLogger(__name__)
+
+USER_NAME = os.environ.get("PAI_USER_NAME")
+JOB_NAME = os.environ.get("PAI_JOB_NAME")
+STORAGE_CONFIGS = os.environ.get("STORAGE_CONFIGS")
+KUBE_APISERVER_ADDRESS = os.environ.get("KUBE_APISERVER_ADDRESS")
+
+KUBE_TOKEN_FILE = "/var/run/secrets/kubernetes.io/serviceaccount/token"
+
+STORAGE_PRE_COMMAND = ["umask 000"]
+
+
+def _covert_secret_to_server_config(secret) -> dict:
+    data = json.loads(base64.b64decode(secret).decode())
+    return {"spn": data["spn"], "type": data["type"], "data": data}
+
+
+def _generate_mount_commands(storage_configs, servers_configs) -> list:
+    mount_commands = []
+    mount_points = []
+    storage_helper = StorageHelper(USER_NAME, JOB_NAME)
+    server_mount_dict = StorageHelper.perpare_server_mount_dict(
+        storage_configs)
+
+    for spn in server_mount_dict:
+        mount_infos = server_mount_dict[spn]
+        server_config = next(
+            (conf for conf in servers_configs if conf["spn"] == spn), None)
+        if not server_config:
+            LOGGER.error("Failed to get server config: %s", spn)
+            raise RuntimeError("Generate mount commands failed")
+
+        StorageHelper.validate_mount_point(mount_points, mount_infos)
+
+        # 1. generate prepare command for storage
+        tmp_folder = "/tmp_{}_root".format(spn)
+        premount_commands = storage_helper.get_setup_command(
+            server_config, tmp_folder, phrase="pre_mount")
+
+        # 2. mount root folder and make sub directories
+        first_round_mount_commands = storage_helper.get_setup_command(
+            server_config, tmp_folder, phrase="tmp_mount")
+        mkdir_commands = storage_helper.generate_make_tmp_folder_command(
+            tmp_folder, mount_infos)
+
+        # 3. clean 1st round mount
+        post_mount_commands = storage_helper.get_setup_command(
+            server_config, tmp_folder, phrase="post_mount")
+
+        # 4. generate real mount command
+        second_round_mount_commands = list(
+            map(
+                lambda mount_info, config=server_config, pre_mounted_dir=
+                tmp_folder: storage_helper.get_setup_command(  # pylint: disable=bad-continuation
+                    config,
+                    mount_info["mountPoint"],
+                    phrase="real_mount",
+                    relative_path=mount_info["path"],
+                    pre_mounted_dir=pre_mounted_dir),
+                mount_infos))
+
+        second_round_mount_commands = [
+            command for mount_command in second_round_mount_commands
+            for command in mount_command
+        ]
+
+        # 5 assemble all commands
+        mount_commands.extend(premount_commands + first_round_mount_commands +
+                              mkdir_commands + post_mount_commands +
+                              second_round_mount_commands)
+
+    return mount_commands
+
+
+class StorageCommandGenerator:  #pylint: disable=too-few-public-methods
+    def __init__(self):
+        if not os.path.isfile(KUBE_TOKEN_FILE):
+            # Not enable RBAC
+            if not KUBE_APISERVER_ADDRESS:
+                LOGGER.error("could not get kubernetes api server address")
+                raise ValueError("KUBE_APISERVER_ADDRESS is none")
+            config = kube_client.Configuration()
+            config.host = os.environ.get("KUBE_APISERVER_ADDRESS")
+            self._api_client = kube_client.ApiClient(config)
+        else:
+            kube_config.load_incluster_config()
+            self._api_client = None
+
+    def _get_storage_configs(self, storage_config_names) -> list:
+        storage_config_secrets = kube_client.CoreV1Api(
+            self._api_client).read_namespaced_secret("storage-config",
+                                                     "pai-storage")
+        secrets_data = storage_config_secrets.data
+        secrets_value = []
+        for name in storage_config_names:
+            if name in secrets_data:
+                secrets_value.append(secrets_data[name])
+            else:
+                LOGGER.warning(
+                    "Could not find config name %s, maybe config bug", name)
+        storage_configs = list(
+            map(lambda secret: json.loads(base64.b64decode(secret).decode()),
+                secrets_value))
+        return storage_configs
+
+    def _get_user_default_storage_config_names(self, user_storage_config_names
+                                               ) -> list:
+        storage_configs = self._get_storage_configs(user_storage_config_names)
+        return list(
+            map(lambda config: config["name"],
+                filter(lambda config: config["default"], storage_configs)))
+
+    def _generate_commands(self, storage_config_names) -> list:
+        storage_configs = self._get_storage_configs(storage_config_names)
+
+        server_names = {
+            mount_info["server"]
+            for storage_config in storage_configs
+            for mount_info in storage_config["mountInfos"]
+        }
+
+        storage_server_secrets = kube_client.CoreV1Api(
+            self._api_client).read_namespaced_secret("storage-server",
+                                                     "pai-storage")
+        secrets_data = storage_server_secrets.data
+        secrets_value = [secrets_data[name] for name in server_names]
+        servers_configs = list(
+            map(_covert_secret_to_server_config, secrets_value))
+
+        return _generate_mount_commands(storage_configs, servers_configs)
+
+    def generate_plugin_commands(self, parameters) -> list:
+        try:
+            user_storage_config = json.loads(STORAGE_CONFIGS)
+        except json.JSONDecodeError:
+            LOGGER.exception("storage config is invalid")
+            raise
+
+        if not user_storage_config:
+            LOGGER.error("User %s don't has the permission to access storage",
+                         USER_NAME)
+            raise RuntimeError("Not has permission to access storage")
+
+        if not parameters or not parameters["storageConfigNames"]:
+            default_storage_configs = self._get_user_default_storage_config_names(
+                user_storage_config)
+            if not default_storage_configs:
+                LOGGER.error(
+                    "Not set default storage config for user %s, please connect admin",
+                    USER_NAME)
+                raise RuntimeError("Not set default storage")
+            storage_config_names = default_storage_configs
+        else:
+            storage_config_names = parameters["storageConfigNames"]
+            if not StorageHelper.is_valid_storage_config(
+                    user_storage_config, storage_config_names):
+                LOGGER.error(
+                    "User %s do not has permission to access storages: %s",
+                    USER_NAME, storage_config_names)
+                raise RuntimeError("Not has permission to access storage")
+
+        return STORAGE_PRE_COMMAND + self._generate_commands(
+            storage_config_names)
diff --git a/src/openpai-runtime/src/src/plugins/teamwise_storage/storage_helper.py b/src/openpai-runtime/src/src/plugins/teamwise_storage/storage_helper.py
new file mode 100644
index 00000000..92fc88d2
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/teamwise_storage/storage_helper.py
@@ -0,0 +1,262 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import posixpath
+import re
+import sys
+import os
+
+#pylint: disable=wrong-import-position
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../.."))
+from plugins.plugin_utils import try_to_install_by_cache
+
+
+class StorageHelper():
+    def __init__(self, user_name, job_name):
+        self.user_name = user_name
+        self.job_name = job_name
+
+    @staticmethod
+    def is_valid_storage_config(user_storage_config,
+                                storage_config_names) -> bool:
+        for storage_config in storage_config_names:
+            if storage_config not in user_storage_config:
+                return False
+        return True
+
+    @staticmethod
+    def perpare_server_mount_dict(storage_configs) -> dict:
+        server_mount_dict = {}
+        for config in storage_configs:
+            for mount_info in config["mountInfos"]:
+                if mount_info["server"] in server_mount_dict:
+                    server_mount_dict[mount_info["server"]].append(mount_info)
+                else:
+                    server_mount_dict[mount_info["server"]] = [mount_info]
+        return server_mount_dict
+
+    @staticmethod
+    def validate_mount_point(mount_points, mount_infos) -> None:
+        for mount_info in mount_infos:
+            # Check duplicated mount points
+            if mount_info["mountPoint"] in mount_points:
+                raise RuntimeError(
+                    "Mount point error! More than one mount point [{}]!".
+                    format(mount_info["mountPoint"]))
+            mount_points.append(mount_info["mountPoint"])
+
+    def get_setup_command(self,
+                          server_config,
+                          mount_point,
+                          phrase,
+                          relative_path="",
+                          pre_mounted_dir="") -> list:
+        """
+        function used to generate storage setup commands. Currently, we support nfs, samba, auzrefile and azureblob
+        as the PAI storage
+        """
+        server_type = server_config["type"]
+        if server_type == "nfs":
+            return self._get_nfs_setup_commands(server_config, mount_point,
+                                                relative_path, phrase)
+        if server_type == "samba":
+            return self._get_samba_setup_commands(server_config, mount_point,
+                                                  relative_path, phrase)
+        if server_type == "azurefile":
+            return self._get_azurefile_setup_commands(server_config,
+                                                      mount_point,
+                                                      relative_path, phrase)
+        if server_type == "azureblob":
+            return self._get_azureblob_setup_commands(server_config,
+                                                      mount_point,
+                                                      relative_path,
+                                                      pre_mounted_dir, phrase)
+        raise RuntimeError("Not supproted server type {}".format(server_type))
+
+    def generate_make_tmp_folder_command(self, tmp_folder,
+                                         mount_infos) -> list:
+        mkdir_commands = list(
+            map(
+                lambda mount_info: [
+                    "mkdir --parents {}".format(
+                        posixpath.normpath(mount_info["mountPoint"])),
+                    "mkdir --parents {}".format(
+                        self._render_path(
+                            posixpath.join(tmp_folder, mount_info["path"]), ))
+                ], mount_infos))
+        mkdir_commands = [
+            command for mkdir_command in mkdir_commands
+            for command in mkdir_command
+        ]
+        return mkdir_commands
+
+    def _get_nfs_setup_commands(self, server_config, mount_point,
+                                relative_path, phrase) -> list:
+        if phrase == "pre_mount":
+            return [
+                "mkdir --parents {}".format(mount_point),
+                try_to_install_by_cache("nfs", fallback_cmds=[
+                    "apt-get update",
+                    "apt-get install --assume-yes nfs-common",
+                ])
+            ]
+        if phrase in ("tmp_mount", "real_mount"):
+            server_data = server_config["data"]
+            rendered_path = self._render_path(
+                posixpath.join(server_data["rootPath"], relative_path))
+            return [
+                "mount -t nfs4 {}:{} {}".format(
+                    posixpath.normpath(server_data["address"]), rendered_path,
+                    mount_point)
+            ]
+        if phrase == "post_mount":
+            return [
+                "umount -l {}".format(mount_point),
+                "rm -r {}".format(mount_point)
+            ]
+        raise RuntimeError("Unsupported phrase {}".format(phrase))
+
+    def _get_samba_setup_commands(self, server_config, mount_point,
+                                  relative_path, phrase) -> list:
+        if phrase == "pre_mount":
+            return [
+                "mkdir --parents {}".format(mount_point),
+                try_to_install_by_cache("samba", fallback_cmds=[
+                    "apt-get update",
+                    "apt-get install --assume-yes cifs-utils",
+                ])
+            ]
+        if phrase in ("tmp_mount", "real_mount"):
+            server_data = server_config["data"]
+            rendered_path = self._render_path(
+                posixpath.join(server_data["rootPath"], relative_path))
+            domain = ""
+            if server_data["domain"]:
+                domain = ",domain={}".format(server_data["domain"])
+            return [
+                "mount -t cifs //{}{} {} -o vers=3.0,username={},password={}{}"
+                .format(server_data["address"], rendered_path, mount_point,
+                        server_data["userName"], server_data["password"],
+                        domain)
+            ]
+        if phrase == "post_mount":
+            return [
+                "umount -l {}".format(mount_point),
+                "rm -r {}".format(mount_point)
+            ]
+        raise RuntimeError("Unsupported phrase {}".format(phrase))
+
+    def _get_azurefile_setup_commands(self, server_config, mount_point,
+                                      relative_path, phrase) -> list:
+        server_data = server_config["data"]
+        if phrase == "pre_mount":
+            ret = [
+                "mkdir --parents {}".format(mount_point),
+                try_to_install_by_cache("azurefile", fallback_cmds=[
+                    "apt-get update",
+                    "apt-get install --assume-yes cifs-utils sshpass",
+                ])
+            ]
+            if "proxy" in server_data and len(server_data["proxy"]) == 2:
+                proxy_info: str = server_data["proxy"][0]
+                proxy_password: str = server_data["proxy"][1]
+                proxy_ip = proxy_info if proxy_info.find(
+                    "@") == -1 else proxy_info[proxy_info.find("@"):]
+                ret = ret + [
+                    "mkdir --parents ~/.ssh",
+                    "ssh-keyscan {} >> ~/.ssh/known_hosts".format(proxy_ip),
+                    "sshpass -p '{}' ssh -N -f -L 445:{}:445 {}".format(
+                        proxy_password, server_data["dataStore"], proxy_info)
+                ]
+            return ret
+        if phrase in ("tmp_mount", "real_mount"):
+            rendered_path = self._render_path(
+                posixpath.join(server_data["fileShare"], relative_path))
+            if "proxy" in server_data:
+                return [(
+                    "mount -t cifs //localhost/{rendered_path} {mount_point} "
+                    "-o vers=3.0,username={accountName},password={key},dir_mode=0777,file_mode=0777,serverino"
+                ).format(**server_data,
+                         rendered_path=rendered_path,
+                         mount_point=mount_point)]
+            return [(
+                "mount -t cifs //{dataStore}/{rendered_path} {mount_point} "
+                "-o vers=3.0,username={accountName},password={key},dir_mode=0777,file_mode=0777,serverino"
+            ).format(**server_data,
+                     rendered_path=rendered_path,
+                     mount_point=mount_point)]
+        if phrase == "post_mount":
+            return [
+                "umount -l {}".format(mount_point),
+                "rm -r {}".format(mount_point)
+            ]
+        raise RuntimeError("Unsupported phrase {}".format(phrase))
+
+    def _get_azureblob_setup_commands(self, server_config, mount_point,
+                                      relative_path, pre_mounted_dir,
+                                      phrase) -> list:
+        server_data = server_config["data"]
+        server_name = server_config["spn"]
+        tmp_path = "/mnt/resource/blobfusetmp/{}".format(server_name)
+        cfg_file = "/{}.cfg".format(server_name)
+        if phrase == "pre_mount":
+            return [
+                "apt-get update",
+                "apt-get install --assume-yes wget curl lsb-release apt-transport-https",
+                "valid_release=('14.04' '15.10' '16.04' '16.10' '17.04' '17.10' '18.04' '18.10' '19.04')",
+                "release=`lsb_release -r | cut -f 2`",
+                "if [[ ! ${valid_release[@]} =~ ${release} ]];" +
+                " then echo \"Invalid OS version for Azureblob!\"; exit 1; fi",
+                "wget https://packages.microsoft.com/config/ubuntu/${release}/packages-microsoft-prod.deb",
+                "dpkg -i packages-microsoft-prod.deb",
+                "apt-get update",
+                "apt-get install --assume-yes blobfuse fuse",  # blob to mount and fuse to umount
+                "mkdir --parents {}".format(tmp_path),
+                # Generate mount point
+                "echo \"accountName {}\" >> {}".format(
+                    server_data["accountName"], cfg_file),
+                "echo \"accountKey {}\" >> {}".format(server_data["key"],
+                                                      cfg_file),
+                "echo \"containerName {}\" >> {}".format(
+                    server_data["containerName"], cfg_file),
+                "chmod 600 {}".format(cfg_file),
+                "mkdir --parents {}".format(mount_point),
+            ]
+        if phrase == "tmp_mount":
+            return [
+                "blobfuse {} --tmp-path={} --config-file={} -o attr_timeout=240 -o entry_timeout=240 -o negative_timeout=120"
+                .format(mount_point, tmp_path, cfg_file)
+            ]
+        if phrase == "real_mount":
+            rendered_path = self._render_path(
+                posixpath.join(pre_mounted_dir, relative_path))
+            return [
+                "rm -r {}".format(mount_point),
+                "ln -s {} {}".format(rendered_path, mount_point)
+            ]
+        if phrase == "post_mount":
+            return []
+        raise RuntimeError("Unsupported phrase {}".format(phrase))
+
+    def _render_path(self, ori_path) -> str:
+        rendered_path = re.compile("%USER",
+                                   re.IGNORECASE).sub(self.user_name, ori_path)
+        rendered_path = re.compile("%JOB",
+                                   re.IGNORECASE).sub(self.job_name,
+                                                      rendered_path)
+        return posixpath.normpath(rendered_path)
diff --git a/src/openpai-runtime/src/src/plugins/tensorboard/README.md b/src/openpai-runtime/src/src/plugins/tensorboard/README.md
new file mode 100644
index 00000000..5224fbb5
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/tensorboard/README.md
@@ -0,0 +1,17 @@
+# TensorBoard plugin
+
+## Goal
+The tensorboard plugin 
+
+## Schema
+```yaml
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: tensorboard
+      parameters:
+        port: int
+        logdir:
+          name1: path1
+          name2: path2
+      failurePolicy: ignore/fail
+```
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/plugins/tensorboard/desc.yaml b/src/openpai-runtime/src/src/plugins/tensorboard/desc.yaml
new file mode 100644
index 00000000..968eab27
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/tensorboard/desc.yaml
@@ -0,0 +1,19 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+name: tensorboard
+init-script: init.py
diff --git a/src/openpai-runtime/src/src/plugins/tensorboard/init.py b/src/openpai-runtime/src/src/plugins/tensorboard/init.py
new file mode 100644
index 00000000..f570a8fc
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/tensorboard/init.py
@@ -0,0 +1,87 @@
+#!/usr/bin/env python
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import logging
+import os
+import sys
+
+from jinja2 import Template
+
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../.."))
+from plugins.plugin_utils import plugin_init, PluginHelper  #pylint: disable=wrong-import-position
+
+LOGGER = logging.getLogger(__name__)
+TASK_ROLE_NAME = os.getenv("PAI_CURRENT_TASK_ROLE_NAME")
+TASK_ROLE_LIST = os.getenv("PAI_TASK_ROLE_LIST").split(",")
+TASK_ROLE_INDEX = int(os.getenv("PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX"))
+
+
+def generate_tensorboard_commands(template_file, parameters):
+    if len(parameters["logdir"]) == 0:
+        raise RuntimeError("logdir could not be empty")
+
+    multi_path = False
+    logdir = ",".join(
+        ["{}:{}".format(k, v) for k, v in parameters["logdir"].items()])
+    logdir_v2 = list(parameters["logdir"].values())[0]
+    # Backward compatibility with tensroboard v1
+    logdir_spec = logdir
+    if len(parameters["logdir"]) > 1:
+        multi_path = True
+
+    with open(template_file) as f:
+        template = Template(f.read())
+    return template.render(logdir=logdir,
+                           port=parameters["port"],
+                           multi_path=multi_path,
+                           logdir_v2=logdir_v2,
+                           logdir_spec=logdir_spec)
+
+
+def main():
+    LOGGER.info("Preparing tensorboard runtime plugin commands")
+
+    [plugin_config, pre_script, _] = plugin_init()
+    parameters = plugin_config.get("parameters")
+
+    if TASK_ROLE_LIST[0] != TASK_ROLE_NAME or TASK_ROLE_INDEX != 0:
+        LOGGER.info(
+            "Not first taskrole or not first task instance, ignore this plugin"
+        )
+        return
+    if not parameters:
+        LOGGER.info("Tensorboard plugin parameters is empty, ignore this")
+        return
+
+    current_dir = os.path.dirname(os.path.abspath(__file__))
+    template_file = "{}/tensorboard.sh.template".format(current_dir)
+    with open("{}/tensorboard.sh".format(current_dir), "w+") as f:
+        f.write(generate_tensorboard_commands(template_file, parameters))
+
+    tensorboard_exec_path = "{}/tensorboard.sh".format(current_dir)
+    commands = [
+        "chmod u+x {}".format(tensorboard_exec_path), tensorboard_exec_path
+    ]
+
+    PluginHelper(plugin_config).inject_commands(commands, pre_script)
+    LOGGER.info("Tensorboard runtime plugin perpared")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/openpai-runtime/src/src/plugins/tensorboard/tensorboard.sh.template b/src/openpai-runtime/src/src/plugins/tensorboard/tensorboard.sh.template
new file mode 100644
index 00000000..2eaef31c
--- /dev/null
+++ b/src/openpai-runtime/src/src/plugins/tensorboard/tensorboard.sh.template
@@ -0,0 +1,45 @@
+#!/bin/bash
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+# For Tensorflow, the image always comes with a tensorboard and this condition will not be met,
+# so we don't need to consider the issue of tensorboard version. For those who use other toolkits
+# and only use tensorboard as a visualization tool, install tensorboard directly, then the
+# tensorboard plugin will work perfectly.
+if ! command -v tensorboard &> /dev/null; then
+    echo "No installation of tensorboard was found, install it now"
+    pip install tensorboard
+fi
+
+TENSORFLOW_VERSION=$(tensorboard --version_tb)
+MAJOR_VERSION=${TENSORFLOW_VERSION:0:1}
+
+if [[ "$MAJOR_VERSION" = "1" ]]; then
+    tensorboard --logdir={{ logdir }} --port={{ port }} &
+elif [[ "$MAJOR_VERSION" = "2" ]]; then
+    {%- if multi_path is sameas false %}
+    tensorboard --logdir={{ logdir_v2 }} --port={{ port }} --bind_all 2>&1 > RUNTIME_LOG_PIPE &
+    {%- else %}
+    tensorboard --logdir_spec={{ logdir_spec }} --port={{ port }} --bind_all 2>&1 > RUNTIME_LOG_PIPE &
+    {%- endif %}
+else
+    echo "Tensorflow version is ${TENSORFLOW_VERSION}, not support"
+fi
diff --git a/src/openpai-runtime/src/src/runtime b/src/openpai-runtime/src/src/runtime
new file mode 100644
index 00000000..690a8ee1
--- /dev/null
+++ b/src/openpai-runtime/src/src/runtime
@@ -0,0 +1,30 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+RUNTIME_WORK_DIR=/usr/local/pai
+RUNTIME_SCRIPT_DIR=${RUNTIME_WORK_DIR}/runtime.d
+RUNTIME_LOG_DIR=${RUNTIME_WORK_DIR}/logs/${FC_POD_UID}
+
+export PAI_WORK_DIR="$(pwd)"
+
+${RUNTIME_SCRIPT_DIR}/runtime_entry.sh
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/runtime.d/install_group.sh b/src/openpai-runtime/src/src/runtime.d/install_group.sh
new file mode 100644
index 00000000..787c0a6e
--- /dev/null
+++ b/src/openpai-runtime/src/src/runtime.d/install_group.sh
@@ -0,0 +1,95 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+PAI_WORK_DIR=/usr/local/pai
+CACHE_ROOT_DIR=${PAI_WORK_DIR}/package_cache
+
+function is_ubuntu_package_installed(){
+  for package in $1
+  do
+    dpkg -V $package &> /dev/null
+    if [ $? -ne 0 ]; then
+      return 1
+    fi
+  done
+  return 0
+}
+
+if [ $# -ne 1 ]; then
+  echo "Usage: bash -x install_group.sh <group_name>"
+  exit 1
+else
+  name=$1
+fi
+
+echo "Using Azure APT source instead of the original Ubuntu source."
+if [ -f /etc/apt/sources.list ]; then
+  if [ ! -f /etc/apt/sources.list.bak ]; then
+    cp /etc/apt/sources.list /etc/apt/sources.list.bak
+  fi
+  sed -i -E 's#http://([a-z]+\.)?archive\.ubuntu\.com/ubuntu#http://azure.archive.ubuntu.com/ubuntu#g' /etc/apt/sources.list
+  sed -i -E 's#http://([a-z]+\.)?security\.ubuntu\.com/ubuntu#http://azure.archive.ubuntu.com/ubuntu#g' /etc/apt/sources.list
+fi
+
+if [ -f /etc/apt/sources.list.d/ubuntu.sources ]; then
+  if [ ! -f /etc/apt/sources.list.d/ubuntu.sources.bak ]; then
+    cp /etc/apt/sources.list.d/ubuntu.sources /etc/apt/sources.list.d/ubuntu.sources.bak
+  fi
+  sed -i -E 's#http://([a-z]+\.)?archive\.ubuntu\.com/ubuntu#http://azure.archive.ubuntu.com/ubuntu#g' /etc/apt/sources.list.d/ubuntu.sources
+  sed -i -E 's#http://([a-z]+\.)?security\.ubuntu\.com/ubuntu#http://azure.archive.ubuntu.com/ubuntu#g' /etc/apt/sources.list.d/ubuntu.sources
+fi
+
+if cat /etc/issue | grep "Ubuntu 20.04" &> /dev/null ; then
+  os='ubuntu20.04'
+elif cat /etc/issue | grep "Ubuntu 22.04" &> /dev/null ; then
+  os='ubuntu22.04'
+else
+  echo "[package_cache] This os doesn't support package cache!"
+  exit 1
+fi
+if [ -d $CACHE_ROOT_DIR"/${name}-${os}" ]; then
+  package_dir=$CACHE_ROOT_DIR"/${name}-${os}"
+  packages=`cat ${package_dir}"/packages"`
+  is_ubuntu_package_installed "${packages}"
+  if [ $? -eq 0 ]; then
+    echo "[package_cache] Skip installation of group ${name}."
+    exit 0
+  fi
+  if [ `getconf LONG_BIT` -eq 64 ]; then
+    echo "[package_cache] Install group ${name} from cache ${package_dir}."
+    cat ${package_dir}"/order" | while read file; do DEBIAN_FRONTEND=noninteractive dpkg -i ${package_dir}"/"$file".deb"; done;
+    apt-get install -f -y
+    # check if packages are installed
+    is_ubuntu_package_installed "${packages}"
+    if [ $? -eq 0 ]; then
+      echo "[package_cache] Install group ${name} from cache ${package_dir} succeeded!"
+    else
+      echo "[package_cache] Install group ${name} from cache ${package_dir} failed. Fallback to apt-get."
+      apt-get update
+      DEBIAN_FRONTEND=noninteractive apt-get install -y ${packages}
+    fi
+  else
+    echo "[package_cache] 32-Bit OS is not supported! Fallback to apt-get."
+    apt-get update
+    DEBIAN_FRONTEND=noninteractive apt-get install -y ${packages}
+  fi
+else
+  echo "Cannot find dependency ${name}-${os}!"
+  exit 1
+fi
diff --git a/src/openpai-runtime/src/src/runtime.d/postcommands.sh b/src/openpai-runtime/src/src/runtime.d/postcommands.sh
new file mode 100644
index 00000000..1f8656e4
--- /dev/null
+++ b/src/openpai-runtime/src/src/runtime.d/postcommands.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+# post-commands here
diff --git a/src/openpai-runtime/src/src/runtime.d/precommands.sh b/src/openpai-runtime/src/src/runtime.d/precommands.sh
new file mode 100644
index 00000000..84817c4e
--- /dev/null
+++ b/src/openpai-runtime/src/src/runtime.d/precommands.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+# pre-commands here
diff --git a/src/openpai-runtime/src/src/runtime.d/process_runtime_log.sh b/src/openpai-runtime/src/src/runtime.d/process_runtime_log.sh
new file mode 100644
index 00000000..56d349e0
--- /dev/null
+++ b/src/openpai-runtime/src/src/runtime.d/process_runtime_log.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+RUNTIME_LOG_FILE=$1
+
+while read line; do
+  echo "[$(date)] [openpai-runtime] ${line}" | tee -a ${RUNTIME_LOG_FILE} >&2
+done
\ No newline at end of file
diff --git a/src/openpai-runtime/src/src/runtime.d/runtime_entry.sh b/src/openpai-runtime/src/src/runtime.d/runtime_entry.sh
new file mode 100644
index 00000000..3d668313
--- /dev/null
+++ b/src/openpai-runtime/src/src/runtime.d/runtime_entry.sh
@@ -0,0 +1,157 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+# This runtime script will be executed inside task container,
+# all scripts under runtime.d will be executed in priority order.
+# User's commands will start in the end, and whole runtime script
+# will exit after user's commands exit.
+
+RUNTIME_WORK_DIR=/usr/local/pai
+RUNTIME_SCRIPT_DIR=${RUNTIME_WORK_DIR}/runtime.d
+RUNTIME_LOG_DIR=${RUNTIME_WORK_DIR}/logs/${FC_POD_UID}
+PATTERN_FILE=${RUNTIME_SCRIPT_DIR}/runtime-exit-spec.yaml
+
+# Keep 256MB logs
+LOCAL_LOG_MAX_SIZE=$(( 256*1024*1024 )) # 256MB
+LOCAL_LOG_MAX_FILES=2
+
+# please refer to rest-server/src/models/v2/job/k8s.js
+TERMINATION_MESSAGE_PATH=/tmp/pai-termination-log
+
+RUNTIME_LOG=${RUNTIME_LOG_DIR}/runtime.log
+PROCESS_RUNTIME_LOG=${RUNTIME_WORK_DIR}/runtime.d/process_runtime_log.sh
+
+USER_STDOUT_LOG_DIR=${RUNTIME_LOG_DIR}/user-stdout
+USER_STDERR_LOG_DIR=${RUNTIME_LOG_DIR}/user-stderr
+USER_ALL_LOG_DIR=${RUNTIME_LOG_DIR}/user-all
+
+function log()
+{
+  echo "$1" | ${PROCESS_RUNTIME_LOG} ${RUNTIME_LOG}
+}
+
+function exit_handler()
+{
+  USER_EXIT_CODE=$?
+  if [[ $USER_EXIT_CODE -eq 0 ]]; then
+    exit 0
+  fi
+
+  if [[ ! -f ${RUNTIME_LOG} ]]; then
+    touch ${RUNTIME_LOG}
+  fi
+
+  # synchronize cached writes to disk
+  sync
+
+  # Deal with log rotate case. Merge current log with rotated log
+  # if current log size is too small
+  local USER_LOG_FILE=${USER_ALL_LOG_DIR}/current
+  touch ${USER_LOG_FILE} # Make sure the log file exist
+
+  local LOG_FILE_SIZE=$(wc -c ${USER_LOG_FILE} | awk '{print $1}')
+  local MIN_LOG_SIZE=$(( 16*1024 )) # 16KB
+  local ROTATED_LOG_FILE=$(find ${USER_ALL_LOG_DIR} -name @*.s -print -quit)
+
+  if [ -f ${ROTATED_LOG_FILE} ] && (( LOG_FILE_SIZE < ${MIN_LOG_SIZE} )); then
+    mkdir -p ${RUNTIME_WORK_DIR}/tmp
+    tail -c 16K ${ROTATED_LOG_FILE} > ${RUNTIME_WORK_DIR}/tmp/user-log
+    cat ${USER_LOG_FILE} >> ${RUNTIME_WORK_DIR}/tmp/user-log
+    USER_LOG_FILE=${RUNTIME_WORK_DIR}/tmp/user-log
+  fi
+
+  set +o errexit
+  # genergate aggregated exit info
+  ${RUNTIME_SCRIPT_DIR}/exithandler ${USER_EXIT_CODE} \
+                                    ${USER_LOG_FILE} \
+                                    ${RUNTIME_LOG} \
+                                    ${TERMINATION_MESSAGE_PATH} ${PATTERN_FILE} | \
+                                    ${PROCESS_RUNTIME_LOG} ${RUNTIME_LOG}
+
+  CONTAINER_EXIT_CODE=$?
+
+  if [[ -f ${TERMINATION_MESSAGE_PATH} ]]; then
+    cp ${TERMINATION_MESSAGE_PATH} ${RUNTIME_LOG_DIR}
+  fi
+
+  exit ${CONTAINER_EXIT_CODE}
+}
+
+trap exit_handler EXIT
+
+# To run runtime scripts under runtime.d in task container,
+# execute them here in priority order.
+# Here're the steps to onboard a new runtime script,
+# 1. put it under runtime.d
+# 2. give it a priority in [0, 100] and insert below in order
+# 3. add the following format block, all runtime script should output to stdout and stderr
+
+# comment for the script purpose
+# priority=value
+# ${RUNTIME_SCRIPT_DIR}/runtime.sh
+
+# export runtime env variables
+# priority=0
+source ${RUNTIME_SCRIPT_DIR}/runtime_env.sh
+
+# mkdir dir accessiable for other services to retrive log
+mkdir -p ${USER_STDOUT_LOG_DIR} ${USER_STDERR_LOG_DIR} ${USER_ALL_LOG_DIR}
+chmod a+rx ${USER_STDOUT_LOG_DIR} ${USER_STDERR_LOG_DIR} ${USER_ALL_LOG_DIR}
+
+# execute preCommands generated by plugin
+log "[INFO] Starting to exec precommands"
+
+# export for all plugins
+export RUNTIME_LOG_PIPE=${RUNTIME_WORK_DIR}/runtime.d/runtime_log_pipe
+mkfifo ${RUNTIME_LOG_PIPE}
+${RUNTIME_SCRIPT_DIR}/precommands.sh 2>&1 > ${RUNTIME_LOG_PIPE} &
+PRECOMMAND_PID=$!
+${PROCESS_RUNTIME_LOG} ${RUNTIME_LOG} < ${RUNTIME_LOG_PIPE} &
+
+# Since precommands may run some processes in background, we do not wait log process finished
+wait ${PRECOMMAND_PID}
+
+log "[INFO] Precommands finished"
+
+# Put verbose output to user.pai.all, stdout to user.pai.stdout, stderr to user.pai.stderr
+# execute user commands
+# priority=100
+log "[INFO] USER COMMAND START"
+LOG_PIPE=${RUNTIME_WORK_DIR}/runtime.d/user_log_pipe
+mkfifo ${LOG_PIPE}
+${RUNTIME_SCRIPT_DIR}/user.sh \
+  2> >(tee >(${RUNTIME_SCRIPT_DIR}/multilog s${LOCAL_LOG_MAX_SIZE} n${LOCAL_LOG_MAX_FILES} ${USER_STDERR_LOG_DIR}) | tee -a ${LOG_PIPE} >&2) \
+  > >(tee >(${RUNTIME_SCRIPT_DIR}/multilog s${LOCAL_LOG_MAX_SIZE} n${LOCAL_LOG_MAX_FILES} ${USER_STDOUT_LOG_DIR}) | tee -a ${LOG_PIPE}) &
+USER_PID=$!
+
+${RUNTIME_SCRIPT_DIR}/multilog s${LOCAL_LOG_MAX_SIZE} n${LOCAL_LOG_MAX_FILES} ${USER_ALL_LOG_DIR} < ${LOG_PIPE} &
+
+wait ${USER_PID}
+
+# synchronize cached writes to disk
+sync
+
+log "[INFO] USER COMMAND END"
+
+# execute postCommands generated by plugin
+${RUNTIME_SCRIPT_DIR}/postcommands.sh 2>&1 | ${PROCESS_RUNTIME_LOG} ${RUNTIME_LOG}
diff --git a/src/openpai-runtime/src/src/runtime.d/user.sh b/src/openpai-runtime/src/src/runtime.d/user.sh
new file mode 100644
index 00000000..a277d4fa
--- /dev/null
+++ b/src/openpai-runtime/src/src/runtime.d/user.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+# user's commands here
diff --git a/src/openpai-runtime/src/test/__init__.py b/src/openpai-runtime/src/test/__init__.py
new file mode 100644
index 00000000..afedca73
--- /dev/null
+++ b/src/openpai-runtime/src/test/__init__.py
@@ -0,0 +1,16 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/src/openpai-runtime/src/test/cmd_test_job.yaml b/src/openpai-runtime/src/test/cmd_test_job.yaml
new file mode 100644
index 00000000..ac1c6c03
--- /dev/null
+++ b/src/openpai-runtime/src/test/cmd_test_job.yaml
@@ -0,0 +1,47 @@
+protocolVersion: 2
+name: cmd_test_job
+type: job
+version: 1
+contributor: OpenPAI
+parameters:
+  modelPath: /tmp/mnist_model
+prerequisites:
+  - protocolVersion: 2
+    name: tf_serving_example
+    type: dockerimage
+    version: 1.0-r1.4
+    contributor: OpenPAI
+    uri: openpai/pai.example.tensorflow-serving
+  - protocolVersion: 2
+    name: cifar10
+    type: data
+    version: latest
+    contributor: OpenPAI
+    uri:
+      - 'https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz'
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: tf_serving_example
+    data: cifar10
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+      ports:
+        model_server: 1
+    commands:
+      - echo "Commands start ..."
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: cmd
+      taskroles:
+        - worker
+      parameters:
+        preCommands:
+          - echo "PreCommands start ..."
+          - >-
+            wget -qO- <% $data.uri[0] %> | tar xvz && mv cifar-10-batches-py
+            data_<% $data.name %>
+        postCommands:
+          - echo "PostCommands start ..."
\ No newline at end of file
diff --git a/src/openpai-runtime/src/test/cmd_with_callbacks_test_job.yaml b/src/openpai-runtime/src/test/cmd_with_callbacks_test_job.yaml
new file mode 100644
index 00000000..0c72fafb
--- /dev/null
+++ b/src/openpai-runtime/src/test/cmd_with_callbacks_test_job.yaml
@@ -0,0 +1,50 @@
+protocolVersion: 2
+name: cmd_with_callbacks_test_job
+type: job
+version: 1
+contributor: OpenPAI
+parameters:
+  modelPath: /tmp/mnist_model
+prerequisites:
+  - protocolVersion: 2
+    name: tf_serving_example
+    type: dockerimage
+    version: 1.0-r1.4
+    contributor: OpenPAI
+    uri: openpai/pai.example.tensorflow-serving
+  - protocolVersion: 2
+    name: cifar10
+    type: data
+    version: latest
+    contributor: OpenPAI
+    uri:
+      - 'https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz'
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: tf_serving_example
+    data: cifar10
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+      ports:
+        model_server: 1
+    commands:
+      - echo "Commands start ..."
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: cmd
+      taskroles:
+        - worker
+      parameters:
+        callbacks:
+          - event: taskStarts
+            commands:
+              - echo "PreCommands start ..."
+              - >-
+                wget -qO- <% $data.uri[0] %> | tar xvz && mv cifar-10-batches-py
+                data_<% $data.name %>
+          - event: taskSucceeds
+            commands:
+              - echo "PostCommands start ..."
\ No newline at end of file
diff --git a/src/openpai-runtime/src/test/cmd_with_prerequisites_test_job.yaml b/src/openpai-runtime/src/test/cmd_with_prerequisites_test_job.yaml
new file mode 100644
index 00000000..9f3e0df3
--- /dev/null
+++ b/src/openpai-runtime/src/test/cmd_with_prerequisites_test_job.yaml
@@ -0,0 +1,51 @@
+protocolVersion: 2
+name: cmd_with_prerequisites_test_job
+type: job
+version: 1
+contributor: OpenPAI
+parameters:
+  modelPath: /tmp/mnist_model
+prerequisites:
+  - protocolVersion: 2
+    name: tf_serving_example
+    type: dockerimage
+    version: 1.0-r1.4
+    contributor: OpenPAI
+    uri: openpai/pai.example.tensorflow-serving
+  - protocolVersion: 2
+    name: cifar10
+    type: data
+    version: latest
+    contributor: OpenPAI
+    uri:
+      - 'https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz'
+  - protocolVersion: 2
+    name: cifar10-load-data
+    type: script
+    plugin: com.microsoft.pai.runtimeplugin.cmd
+    callbacks:
+      - event: taskStarts
+        commands:
+          - echo "PreCommands start ..."
+          - >-
+            wget -qO- <% $data.uri[0] %> | tar xvz && mv cifar-10-batches-py
+            data_<% $data.name %>
+      - event: taskSucceeds
+        commands:
+          - echo "PostCommands start ..."
+
+taskRoles:
+  worker:
+    prerequisites:
+      - cifar10-load-data
+    instances: 1
+    dockerImage: tf_serving_example
+    data: cifar10
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+      ports:
+        model_server: 1
+    commands:
+      - echo "Commands start ..."
diff --git a/src/openpai-runtime/src/test/docker_image_acr_registry.yaml b/src/openpai-runtime/src/test/docker_image_acr_registry.yaml
new file mode 100644
index 00000000..45b9d362
--- /dev/null
+++ b/src/openpai-runtime/src/test/docker_image_acr_registry.yaml
@@ -0,0 +1,26 @@
+protocolVersion: 2
+name: ubuntu
+type: job
+
+prerequisites:
+  - protocolVersion: 2
+    name: image
+    type: dockerimage
+    uri: openpai.azurecr.io/openpai/image:v1
+    auth:
+      username: openpai
+      password: <% $secrets.docker_password_0 %>
+      registryuri: openpai.azurecr.io
+
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: image
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
+---
+docker_password_0: password
diff --git a/src/openpai-runtime/src/test/docker_image_auth.yaml b/src/openpai-runtime/src/test/docker_image_auth.yaml
new file mode 100644
index 00000000..0e30f6d2
--- /dev/null
+++ b/src/openpai-runtime/src/test/docker_image_auth.yaml
@@ -0,0 +1,26 @@
+protocolVersion: 2
+name: ubuntu
+type: job
+
+prerequisites:
+  - protocolVersion: 2
+    name: auth
+    type: dockerimage
+    uri: openpai/auth_image
+    auth:
+      username: user
+      password: <% $secrets.docker_password_0 %>
+      registryuri: https://index.docker.io/v1/
+
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: auth
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
+---
+docker_password_0: password
diff --git a/src/openpai-runtime/src/test/docker_image_local_registry.yaml b/src/openpai-runtime/src/test/docker_image_local_registry.yaml
new file mode 100644
index 00000000..54166e91
--- /dev/null
+++ b/src/openpai-runtime/src/test/docker_image_local_registry.yaml
@@ -0,0 +1,20 @@
+protocolVersion: 2
+name: ubuntu
+type: job
+
+prerequisites:
+  - protocolVersion: 2
+    name: local
+    type: dockerimage
+    uri: localhost/openpai/local_image
+
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: local
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
diff --git a/src/openpai-runtime/src/test/docker_image_no_exist.yaml b/src/openpai-runtime/src/test/docker_image_no_exist.yaml
new file mode 100644
index 00000000..778092ec
--- /dev/null
+++ b/src/openpai-runtime/src/test/docker_image_no_exist.yaml
@@ -0,0 +1,20 @@
+protocolVersion: 2
+name: ubuntu
+type: job
+
+prerequisites:
+  - protocolVersion: 2
+    name: fake
+    type: dockerimage
+    uri: openpai/fake_image
+
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: fake
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
diff --git a/src/openpai-runtime/src/test/docker_image_no_tag.yaml b/src/openpai-runtime/src/test/docker_image_no_tag.yaml
new file mode 100644
index 00000000..41bfe769
--- /dev/null
+++ b/src/openpai-runtime/src/test/docker_image_no_tag.yaml
@@ -0,0 +1,39 @@
+protocolVersion: 2
+name: docker_test
+type: job
+parameters:
+  model: resnet50
+  batchsize: 64
+
+prerequisites:
+  - protocolVersion: 2
+    name: horovod_official
+    type: dockerimage
+    uri: horovod/horovod:0.16.4-tf1.12.0-torch1.1.0-mxnet1.4.1-py3.5
+
+taskRoles:
+  master:
+    instances: 1
+    completion:
+      minSucceededInstances: 1
+    dockerImage: horovod_official
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep 10
+      - >
+        horovodrun -np 4 -H master-0:2,worker-0:2
+        python pytorch_synthetic_benchmark.py
+        --model <% $parameters.model %>
+        --batch-size <% $parameters.batchsize %>
+  worker:
+    instances: 2
+    dockerImage: horovod_official
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
diff --git a/src/openpai-runtime/src/test/docker_image_no_user_tag.yaml b/src/openpai-runtime/src/test/docker_image_no_user_tag.yaml
new file mode 100644
index 00000000..c53b194e
--- /dev/null
+++ b/src/openpai-runtime/src/test/docker_image_no_user_tag.yaml
@@ -0,0 +1,20 @@
+protocolVersion: 2
+name: ubuntu
+type: job
+
+prerequisites:
+  - protocolVersion: 2
+    name: ubuntu
+    type: dockerimage
+    uri: ubuntu
+
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: ubuntu
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
diff --git a/src/openpai-runtime/src/test/docker_official_image.yaml b/src/openpai-runtime/src/test/docker_official_image.yaml
new file mode 100644
index 00000000..c53b194e
--- /dev/null
+++ b/src/openpai-runtime/src/test/docker_official_image.yaml
@@ -0,0 +1,20 @@
+protocolVersion: 2
+name: ubuntu
+type: job
+
+prerequisites:
+  - protocolVersion: 2
+    name: ubuntu
+    type: dockerimage
+    uri: ubuntu
+
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: ubuntu
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
diff --git a/src/openpai-runtime/src/test/framework.json b/src/openpai-runtime/src/test/framework.json
new file mode 100644
index 00000000..f270b9ef
--- /dev/null
+++ b/src/openpai-runtime/src/test/framework.json
@@ -0,0 +1,893 @@
+{
+  "apiVersion": "frameworkcontroller.microsoft.com/v1",
+  "kind": "Framework",
+  "metadata": {
+    "annotations": {
+      "config": "protocolVersion: 2\nname: test\ntype: job\njobRetryCount: 0\nprerequisites:\n  - type: dockerimage\n    uri: 'openpai/standard:python_3.6-pytorch_1.2.0-gpu'\n    name: docker_image_0\ntaskRoles:\n  taskrole:\n    instances: 1\n    completion:\n      minFailedInstances: 1\n      minSucceededInstances: -1\n    taskRetryCount: 0\n    dockerImage: docker_image_0\n    resourcePerInstance:\n      gpu: 1\n      cpu: 4\n      memoryMB: 8192\n      ports:\n        tcp: 3\n        udp: 3\n    commands:\n      - printenv\n  taskrole_1:\n    instances: 1\n    completion:\n      minFailedInstances: 1\n      minSucceededInstances: -1\n    taskRetryCount: 0\n    dockerImage: docker_image_0\n    resourcePerInstance:\n      gpu: 1\n      cpu: 4\n      memoryMB: 8192\n      ports:\n        mpi: 2\n        tensorflow: 1\n    commands:\n      - printenv\ndefaults:\n  virtualCluster: default\nextras:\n  com.microsoft.pai.runtimeplugin:\n    - plugin: ssh\n      parameters:\n        jobssh: true\n",
+      "jobName": "test",
+      "logPathInfix": "51b333b433467483e9e16fcff34ceeda",
+      "totalGpuNumber": "2"
+    },
+    "creationTimestamp": "2020-05-22T03:18:43Z",
+    "generation": 19,
+    "labels": {
+      "userName": "test_user",
+      "virtualCluster": "default"
+    },
+    "name": "51b333b433467483e9e16fcff34ceeda",
+    "namespace": "default",
+    "resourceVersion": "48376615",
+    "selfLink": "/apis/frameworkcontroller.microsoft.com/v1/namespaces/default/frameworks/51b333b433467483e9e16fcff34ceeda",
+    "uid": "f0f0e75a-9bda-11ea-830b-000d3ab25bb6"
+  },
+  "spec": {
+    "description": "",
+    "executionType": "Start",
+    "retryPolicy": {
+      "fancyRetryPolicy": true,
+      "maxRetryCount": 0
+    },
+    "taskRoles": [
+      {
+        "frameworkAttemptCompletionPolicy": {
+          "minFailedTaskCount": 1,
+          "minSucceededTaskCount": -1
+        },
+        "name": "taskrole",
+        "task": {
+          "pod": {
+            "metadata": {
+              "annotations": {
+                "container.apparmor.security.beta.kubernetes.io/app": "unconfined",
+                "rest-server/port-scheduling-spec": "{\"schedulePortStart\":20000,\"schedulePortEnd\":40000,\"ports\":{\"tcp\":{\"count\":3},\"udp\":{\"count\":3},\"ssh\":{\"count\":1},\"http\":{\"count\":1}}}"
+              },
+              "creationTimestamp": null,
+              "labels": {
+                "type": "kube-launcher-task",
+                "userName": "test_user",
+                "virtualCluster": "default"
+              }
+            },
+            "spec": {
+              "affinity": {
+                "nodeAffinity": {
+                  "requiredDuringSchedulingIgnoredDuringExecution": {
+                    "nodeSelectorTerms": [
+                      {
+                        "matchExpressions": [
+                          {
+                            "key": "pai-worker",
+                            "operator": "In",
+                            "values": ["true"]
+                          }
+                        ]
+                      }
+                    ]
+                  }
+                }
+              },
+              "containers": [
+                {
+                  "command": ["/usr/local/pai/runtime"],
+                  "env": [
+                    {
+                      "name": "PAI_FRAMEWORK_NAME",
+                      "value": "test_user~test"
+                    },
+                    {
+                      "name": "PAI_JOB_NAME",
+                      "value": "test_user~test"
+                    },
+                    {
+                      "name": "PAI_USER_NAME",
+                      "value": "test_user"
+                    },
+                    {
+                      "name": "PAI_DEFAULT_FS_URI"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_LIST",
+                      "value": "taskrole,taskrole_1"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_TASK_COUNT_taskrole",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_RESOURCE_taskrole",
+                      "value": "1,4,8192,0"
+                    },
+                    {
+                      "name": "PAI_MIN_FAILED_TASK_COUNT_taskrole",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_MIN_SUCCEEDED_TASK_COUNT_taskrole",
+                      "value": "-1"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_TASK_COUNT_taskrole_1",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_RESOURCE_taskrole_1",
+                      "value": "1,4,8192,0"
+                    },
+                    {
+                      "name": "PAI_MIN_FAILED_TASK_COUNT_taskrole_1",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_MIN_SUCCEEDED_TASK_COUNT_taskrole_1",
+                      "value": "-1"
+                    },
+                    {
+                      "name": "PAI_USERNAME",
+                      "value": "test_user"
+                    },
+                    {
+                      "name": "PAI_TASKS_NUM",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLES_NUM",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_ROLE_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_ROLE_LIST",
+                      "value": "taskrole,taskrole_1"
+                    },
+                    {
+                      "name": "PAI_CURRENT_TASK_ROLE_NAME",
+                      "value": "taskrole"
+                    },
+                    {
+                      "name": "PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX",
+                      "valueFrom": {
+                        "fieldRef": {
+                          "fieldPath": "metadata.annotations['FC_TASK_INDEX']"
+                        }
+                      }
+                    },
+                    {
+                      "name": "PAI_TASK_INDEX",
+                      "valueFrom": {
+                        "fieldRef": {
+                          "fieldPath": "metadata.annotations['FC_TASK_INDEX']"
+                        }
+                      }
+                    }
+                  ],
+                  "image": "openpai/standard:python_3.6-pytorch_1.2.0-gpu",
+                  "imagePullPolicy": "Always",
+                  "name": "app",
+                  "resources": {
+                    "limits": {
+                      "cpu": "4",
+                      "github.com/fuse": "1",
+                      "memory": "8Gi",
+                      "nvidia.com/gpu": "1"
+                    }
+                  },
+                  "securityContext": {
+                    "capabilities": {
+                      "add": ["SYS_ADMIN", "IPC_LOCK", "DAC_READ_SEARCH"],
+                      "drop": ["MKNOD"]
+                    }
+                  },
+                  "terminationMessagePath": "/tmp/pai-termination-log",
+                  "volumeMounts": [
+                    {
+                      "mountPath": "/dev/shm",
+                      "name": "dshm"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai",
+                      "name": "pai-vol"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai/logs",
+                      "name": "host-log",
+                      "subPath": "test_user/51b333b433467483e9e16fcff34ceeda/taskrole"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai/ssh-secret",
+                      "name": "job-ssh-secret-volume",
+                      "readOnly": true
+                    }
+                  ]
+                }
+              ],
+              "hostNetwork": true,
+              "imagePullSecrets": [
+                {
+                  "name": "pai-secret"
+                }
+              ],
+              "initContainers": [
+                {
+                  "env": [
+                    {
+                      "name": "USER_CMD",
+                      "value": "printenv"
+                    },
+                    {
+                      "name": "KUBE_APISERVER_ADDRESS",
+                      "value": "http://10.151.40.4:8080"
+                    },
+                    {
+                      "name": "GANG_ALLOCATION",
+                      "value": "true"
+                    },
+                    {
+                      "name": "PAI_FRAMEWORK_NAME",
+                      "value": "test_user~test"
+                    },
+                    {
+                      "name": "PAI_JOB_NAME",
+                      "value": "test_user~test"
+                    },
+                    {
+                      "name": "PAI_USER_NAME",
+                      "value": "test_user"
+                    },
+                    {
+                      "name": "PAI_DEFAULT_FS_URI"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_LIST",
+                      "value": "taskrole,taskrole_1"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_TASK_COUNT_taskrole",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_RESOURCE_taskrole",
+                      "value": "1,4,8192,0"
+                    },
+                    {
+                      "name": "PAI_MIN_FAILED_TASK_COUNT_taskrole",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_MIN_SUCCEEDED_TASK_COUNT_taskrole",
+                      "value": "-1"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_TASK_COUNT_taskrole_1",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_RESOURCE_taskrole_1",
+                      "value": "1,4,8192,0"
+                    },
+                    {
+                      "name": "PAI_MIN_FAILED_TASK_COUNT_taskrole_1",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_MIN_SUCCEEDED_TASK_COUNT_taskrole_1",
+                      "value": "-1"
+                    },
+                    {
+                      "name": "PAI_USERNAME",
+                      "value": "test_user"
+                    },
+                    {
+                      "name": "PAI_TASKS_NUM",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLES_NUM",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_ROLE_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_ROLE_LIST",
+                      "value": "taskrole,taskrole_1"
+                    },
+                    {
+                      "name": "PAI_CURRENT_TASK_ROLE_NAME",
+                      "value": "taskrole"
+                    },
+                    {
+                      "name": "PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX",
+                      "valueFrom": {
+                        "fieldRef": {
+                          "fieldPath": "metadata.annotations['FC_TASK_INDEX']"
+                        }
+                      }
+                    }
+                  ],
+                  "image": "openpai/openpai-runtime:test_user",
+                  "imagePullPolicy": "Always",
+                  "name": "init",
+                  "resources": {},
+                  "volumeMounts": [
+                    {
+                      "mountPath": "/usr/local/pai",
+                      "name": "pai-vol"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai/logs",
+                      "name": "host-log",
+                      "subPath": "test_user/51b333b433467483e9e16fcff34ceeda/taskrole"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai-config",
+                      "name": "job-exit-spec"
+                    }
+                  ]
+                }
+              ],
+              "priorityClassName": "51b333b433467483e9e16fcff34ceeda-priority",
+              "restartPolicy": "Never",
+              "serviceAccountName": "runtime-account",
+              "volumes": [
+                {
+                  "emptyDir": {
+                    "medium": "Memory",
+                    "sizeLimit": "512Mi"
+                  },
+                  "name": "dshm"
+                },
+                {
+                  "emptyDir": {},
+                  "name": "pai-vol"
+                },
+                {
+                  "hostPath": {
+                    "path": "/var/log/pai"
+                  },
+                  "name": "host-log"
+                },
+                {
+                  "name": "job-ssh-secret-volume",
+                  "secret": {
+                    "secretName": "job-ssh-secret"
+                  }
+                },
+                {
+                  "configMap": {
+                    "name": "runtime-exit-spec-configuration"
+                  },
+                  "name": "job-exit-spec"
+                }
+              ]
+            }
+          },
+          "podGracefulDeletionTimeoutSec": 1800,
+          "retryPolicy": {
+            "fancyRetryPolicy": false,
+            "maxRetryCount": 0
+          }
+        },
+        "taskNumber": 1
+      },
+      {
+        "frameworkAttemptCompletionPolicy": {
+          "minFailedTaskCount": 1,
+          "minSucceededTaskCount": -1
+        },
+        "name": "taskrole1",
+        "task": {
+          "pod": {
+            "metadata": {
+              "annotations": {
+                "container.apparmor.security.beta.kubernetes.io/app": "unconfined",
+                "rest-server/port-scheduling-spec": "{\"schedulePortStart\":20000,\"schedulePortEnd\":40000,\"ports\":{\"mpi\":{\"count\":2},\"tensorflow\":{\"count\":1},\"ssh\":{\"count\":1},\"http\":{\"count\":1}}}"
+              },
+              "creationTimestamp": null,
+              "labels": {
+                "type": "kube-launcher-task",
+                "userName": "test_user",
+                "virtualCluster": "default"
+              }
+            },
+            "spec": {
+              "affinity": {
+                "nodeAffinity": {
+                  "requiredDuringSchedulingIgnoredDuringExecution": {
+                    "nodeSelectorTerms": [
+                      {
+                        "matchExpressions": [
+                          {
+                            "key": "pai-worker",
+                            "operator": "In",
+                            "values": ["true"]
+                          }
+                        ]
+                      }
+                    ]
+                  }
+                }
+              },
+              "containers": [
+                {
+                  "command": ["/usr/local/pai/runtime"],
+                  "env": [
+                    {
+                      "name": "PAI_FRAMEWORK_NAME",
+                      "value": "test_user~test"
+                    },
+                    {
+                      "name": "PAI_JOB_NAME",
+                      "value": "test_user~test"
+                    },
+                    {
+                      "name": "PAI_USER_NAME",
+                      "value": "test_user"
+                    },
+                    {
+                      "name": "PAI_DEFAULT_FS_URI"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_LIST",
+                      "value": "taskrole,taskrole_1"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_TASK_COUNT_taskrole",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_RESOURCE_taskrole",
+                      "value": "1,4,8192,0"
+                    },
+                    {
+                      "name": "PAI_MIN_FAILED_TASK_COUNT_taskrole",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_MIN_SUCCEEDED_TASK_COUNT_taskrole",
+                      "value": "-1"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_TASK_COUNT_taskrole_1",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_RESOURCE_taskrole_1",
+                      "value": "1,4,8192,0"
+                    },
+                    {
+                      "name": "PAI_MIN_FAILED_TASK_COUNT_taskrole_1",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_MIN_SUCCEEDED_TASK_COUNT_taskrole_1",
+                      "value": "-1"
+                    },
+                    {
+                      "name": "PAI_USERNAME",
+                      "value": "test_user"
+                    },
+                    {
+                      "name": "PAI_TASKS_NUM",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLES_NUM",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_ROLE_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_ROLE_LIST",
+                      "value": "taskrole,taskrole_1"
+                    },
+                    {
+                      "name": "PAI_CURRENT_TASK_ROLE_NAME",
+                      "value": "taskrole_1"
+                    },
+                    {
+                      "name": "PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX",
+                      "valueFrom": {
+                        "fieldRef": {
+                          "fieldPath": "metadata.annotations['FC_TASK_INDEX']"
+                        }
+                      }
+                    },
+                    {
+                      "name": "PAI_TASK_INDEX",
+                      "valueFrom": {
+                        "fieldRef": {
+                          "fieldPath": "metadata.annotations['FC_TASK_INDEX']"
+                        }
+                      }
+                    }
+                  ],
+                  "image": "openpai/standard:python_3.6-pytorch_1.2.0-gpu",
+                  "imagePullPolicy": "Always",
+                  "name": "app",
+                  "resources": {
+                    "limits": {
+                      "cpu": "4",
+                      "github.com/fuse": "1",
+                      "memory": "8Gi",
+                      "nvidia.com/gpu": "1"
+                    }
+                  },
+                  "securityContext": {
+                    "capabilities": {
+                      "add": ["SYS_ADMIN", "IPC_LOCK", "DAC_READ_SEARCH"],
+                      "drop": ["MKNOD"]
+                    }
+                  },
+                  "terminationMessagePath": "/tmp/pai-termination-log",
+                  "volumeMounts": [
+                    {
+                      "mountPath": "/dev/shm",
+                      "name": "dshm"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai",
+                      "name": "pai-vol"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai/logs",
+                      "name": "host-log",
+                      "subPath": "test_user/51b333b433467483e9e16fcff34ceeda/taskrole1"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai/ssh-secret",
+                      "name": "job-ssh-secret-volume",
+                      "readOnly": true
+                    }
+                  ]
+                }
+              ],
+              "hostNetwork": true,
+              "imagePullSecrets": [
+                {
+                  "name": "pai-secret"
+                }
+              ],
+              "initContainers": [
+                {
+                  "env": [
+                    {
+                      "name": "USER_CMD",
+                      "value": "printenv"
+                    },
+                    {
+                      "name": "KUBE_APISERVER_ADDRESS",
+                      "value": "http://10.151.40.4:8080"
+                    },
+                    {
+                      "name": "GANG_ALLOCATION",
+                      "value": "true"
+                    },
+                    {
+                      "name": "PAI_FRAMEWORK_NAME",
+                      "value": "test_user~test"
+                    },
+                    {
+                      "name": "PAI_JOB_NAME",
+                      "value": "test_user~test"
+                    },
+                    {
+                      "name": "PAI_USER_NAME",
+                      "value": "test_user"
+                    },
+                    {
+                      "name": "PAI_DEFAULT_FS_URI"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_LIST",
+                      "value": "taskrole,taskrole_1"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_TASK_COUNT_taskrole",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_RESOURCE_taskrole",
+                      "value": "1,4,8192,0"
+                    },
+                    {
+                      "name": "PAI_MIN_FAILED_TASK_COUNT_taskrole",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_MIN_SUCCEEDED_TASK_COUNT_taskrole",
+                      "value": "-1"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLE_TASK_COUNT_taskrole_1",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_RESOURCE_taskrole_1",
+                      "value": "1,4,8192,0"
+                    },
+                    {
+                      "name": "PAI_MIN_FAILED_TASK_COUNT_taskrole_1",
+                      "value": "1"
+                    },
+                    {
+                      "name": "PAI_MIN_SUCCEEDED_TASK_COUNT_taskrole_1",
+                      "value": "-1"
+                    },
+                    {
+                      "name": "PAI_USERNAME",
+                      "value": "test_user"
+                    },
+                    {
+                      "name": "PAI_TASKS_NUM",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_TASK_ROLES_NUM",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_ROLE_COUNT",
+                      "value": "2"
+                    },
+                    {
+                      "name": "PAI_JOB_TASK_ROLE_LIST",
+                      "value": "taskrole,taskrole_1"
+                    },
+                    {
+                      "name": "PAI_CURRENT_TASK_ROLE_NAME",
+                      "value": "taskrole_1"
+                    },
+                    {
+                      "name": "PAI_CURRENT_TASK_ROLE_CURRENT_TASK_INDEX",
+                      "valueFrom": {
+                        "fieldRef": {
+                          "fieldPath": "metadata.annotations['FC_TASK_INDEX']"
+                        }
+                      }
+                    }
+                  ],
+                  "image": "openpai/openpai-runtime:test_user",
+                  "imagePullPolicy": "Always",
+                  "name": "init",
+                  "resources": {},
+                  "volumeMounts": [
+                    {
+                      "mountPath": "/usr/local/pai",
+                      "name": "pai-vol"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai/logs",
+                      "name": "host-log",
+                      "subPath": "test_user/51b333b433467483e9e16fcff34ceeda/taskrole1"
+                    },
+                    {
+                      "mountPath": "/usr/local/pai-config",
+                      "name": "job-exit-spec"
+                    }
+                  ]
+                }
+              ],
+              "priorityClassName": "51b333b433467483e9e16fcff34ceeda-priority",
+              "restartPolicy": "Never",
+              "serviceAccountName": "runtime-account",
+              "volumes": [
+                {
+                  "emptyDir": {
+                    "medium": "Memory",
+                    "sizeLimit": "512Mi"
+                  },
+                  "name": "dshm"
+                },
+                {
+                  "emptyDir": {},
+                  "name": "pai-vol"
+                },
+                {
+                  "hostPath": {
+                    "path": "/var/log/pai"
+                  },
+                  "name": "host-log"
+                },
+                {
+                  "name": "job-ssh-secret-volume",
+                  "secret": {
+                    "secretName": "job-ssh-secret"
+                  }
+                },
+                {
+                  "configMap": {
+                    "name": "runtime-exit-spec-configuration"
+                  },
+                  "name": "job-exit-spec"
+                }
+              ]
+            }
+          },
+          "podGracefulDeletionTimeoutSec": 1800,
+          "retryPolicy": {
+            "fancyRetryPolicy": false,
+            "maxRetryCount": 0
+          }
+        },
+        "taskNumber": 1
+      }
+    ]
+  },
+  "status": {
+    "attemptStatus": {
+      "completionStatus": {
+        "code": 0,
+        "diagnostics": "Pod succeeded",
+        "phrase": "Succeeded",
+        "trigger": {
+          "message": "All Tasks are completed and no user specified conditions in FrameworkAttemptCompletionPolicy have ever been triggered: TotalTaskCount: 2, FailedTaskCount: 0",
+          "taskIndex": 0,
+          "taskRoleName": "taskrole1"
+        },
+        "type": {
+          "attributes": [],
+          "name": "Succeeded"
+        }
+      },
+      "completionTime": "2020-05-22T03:19:33Z",
+      "configMapName": "51b333b433467483e9e16fcff34ceeda-attempt",
+      "configMapUID": "f0f47860-9bda-11ea-830b-000d3ab25bb6",
+      "id": 0,
+      "instanceUID": "0_f0f47860-9bda-11ea-830b-000d3ab25bb6",
+      "runTime": "2020-05-22T03:19:26Z",
+      "startTime": "2020-05-22T03:18:43Z",
+      "taskRoleStatuses": [
+        {
+          "name": "taskrole",
+          "taskStatuses": [
+            {
+              "attemptStatus": {
+                "completionStatus": {
+                  "code": 0,
+                  "diagnostics": "Pod succeeded",
+                  "phrase": "Succeeded",
+                  "pod": {
+                    "containers": [
+                      {
+                        "code": 0,
+                        "name": "init",
+                        "reason": "Completed"
+                      },
+                      {
+                        "code": 0,
+                        "name": "app",
+                        "reason": "Completed"
+                      }
+                    ]
+                  },
+                  "type": {
+                    "attributes": [],
+                    "name": "Succeeded"
+                  }
+                },
+                "completionTime": "2020-05-22T03:19:32Z",
+                "id": 0,
+                "instanceUID": "0_f1020521-9bda-11ea-830b-000d3ab25bb6",
+                "podHostIP": "10.151.41.8",
+                "podIP": "10.151.41.8",
+                "podName": "51b333b433467483e9e16fcff34ceeda-taskrole-0",
+                "podNodeName": "10.151.41.8",
+                "podUID": "f1020521-9bda-11ea-830b-000d3ab25bb6",
+                "runTime": "2020-05-22T03:19:26Z",
+                "startTime": "2020-05-22T03:18:43Z"
+              },
+              "completionTime": "2020-05-22T03:19:32Z",
+              "index": 0,
+              "retryPolicyStatus": {
+                "accountableRetriedCount": 0,
+                "retryDelaySec": null,
+                "totalRetriedCount": 0
+              },
+              "startTime": "2020-05-22T03:18:43Z",
+              "state": "Completed",
+              "transitionTime": "2020-05-22T03:19:32Z"
+            }
+          ]
+        },
+        {
+          "name": "taskrole1",
+          "taskStatuses": [
+            {
+              "attemptStatus": {
+                "completionStatus": {
+                  "code": 0,
+                  "diagnostics": "Pod succeeded",
+                  "phrase": "Succeeded",
+                  "pod": {
+                    "containers": [
+                      {
+                        "code": 0,
+                        "name": "init",
+                        "reason": "Completed"
+                      },
+                      {
+                        "code": 0,
+                        "name": "app",
+                        "reason": "Completed"
+                      }
+                    ]
+                  },
+                  "type": {
+                    "attributes": [],
+                    "name": "Succeeded"
+                  }
+                },
+                "completionTime": "2020-05-22T03:19:32Z",
+                "id": 0,
+                "instanceUID": "0_f102a4a7-9bda-11ea-830b-000d3ab25bb6",
+                "podHostIP": "10.151.41.9",
+                "podIP": "10.151.41.9",
+                "podName": "51b333b433467483e9e16fcff34ceeda-taskrole1-0",
+                "podNodeName": "10.151.41.9",
+                "podUID": "f102a4a7-9bda-11ea-830b-000d3ab25bb6",
+                "runTime": "2020-05-22T03:19:27Z",
+                "startTime": "2020-05-22T03:18:43Z"
+              },
+              "completionTime": "2020-05-22T03:19:32Z",
+              "index": 0,
+              "retryPolicyStatus": {
+                "accountableRetriedCount": 0,
+                "retryDelaySec": null,
+                "totalRetriedCount": 0
+              },
+              "startTime": "2020-05-22T03:18:43Z",
+              "state": "Completed",
+              "transitionTime": "2020-05-22T03:19:32Z"
+            }
+          ]
+        }
+      ]
+    },
+    "completionTime": "2020-05-22T03:19:33Z",
+    "retryPolicyStatus": {
+      "accountableRetriedCount": 0,
+      "retryDelaySec": null,
+      "totalRetriedCount": 0
+    },
+    "startTime": "2020-05-22T03:18:43Z",
+    "state": "Completed",
+    "transitionTime": "2020-05-22T03:19:33Z"
+  }
+}
diff --git a/src/openpai-runtime/src/test/gang_ssh_conflict.yaml b/src/openpai-runtime/src/test/gang_ssh_conflict.yaml
new file mode 100644
index 00000000..00103646
--- /dev/null
+++ b/src/openpai-runtime/src/test/gang_ssh_conflict.yaml
@@ -0,0 +1,48 @@
+protocolVersion: 2
+name: gang_ssh_test_job
+type: job
+
+prerequisites:
+  - protocolVersion: 2
+    name: horovod_official
+    type: dockerimage
+    contributor : Horovod
+    uri : horovod/horovod:0.16.4-tf1.12.0-torch1.1.0-mxnet1.4.1-py3.5
+
+taskRoles:
+  master:
+    instances: 1
+    completion:
+      minSucceededInstances: 1
+    dockerImage: horovod_official
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep 10
+  worker:
+    instances: 1
+    dockerImage: horovod_official
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
+
+extras:
+  gangAllocation: false
+  com.microsoft.pai.runtimeplugin:
+    - plugin: ssh
+      taskroles:
+        - master
+      parameters:
+        jobssh: true
+        sshbarrier: true
+    - plugin: ssh
+      taskroles:
+        - worker
+      parameters:
+        jobssh: true
+    - plugin: tensorboard
\ No newline at end of file
diff --git a/src/openpai-runtime/src/test/git_repo_test_job.yaml b/src/openpai-runtime/src/test/git_repo_test_job.yaml
new file mode 100644
index 00000000..bee7edf2
--- /dev/null
+++ b/src/openpai-runtime/src/test/git_repo_test_job.yaml
@@ -0,0 +1,28 @@
+protocolVersion: 2
+name: cmd_test_job
+type: job
+version: 1
+contributor: OpenPAI
+parameters:
+  modelPath: /tmp/mnist_model
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: tf_serving_example
+    data: cifar10
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+      ports:
+        model_server: 1
+    commands:
+      - echo "Commands start ..."
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: git
+      parameters:
+        repo_uri: https://github.com/microsoft/openpai-runtime.git
+        options:
+        - --depth 1
+        clone_dir: /code
diff --git a/src/openpai-runtime/src/test/plugin_with_failure_policy.yaml b/src/openpai-runtime/src/test/plugin_with_failure_policy.yaml
new file mode 100644
index 00000000..fd75deed
--- /dev/null
+++ b/src/openpai-runtime/src/test/plugin_with_failure_policy.yaml
@@ -0,0 +1,15 @@
+plugin: test1
+parameters:
+  p1: p1
+failurePolicy: ignore
+
+---
+plugin: test2
+parameters:
+  p1: p1
+failurePolicy: fail
+
+---
+plugin: test3
+parameters:
+  p1: p1
diff --git a/src/openpai-runtime/src/test/render_test_secrets.yaml b/src/openpai-runtime/src/test/render_test_secrets.yaml
new file mode 100644
index 00000000..c2126dbc
--- /dev/null
+++ b/src/openpai-runtime/src/test/render_test_secrets.yaml
@@ -0,0 +1,17 @@
+time: 10
+---
+time:
+  - 10
+  - 20
+---
+time:
+  time1: 10
+  time2: 20
+---
+time:
+  date:
+    month: Jan,
+    year: 2019
+    workingDay:
+      - 1
+      - 2
diff --git a/src/openpai-runtime/src/test/ssh_test_job.yaml b/src/openpai-runtime/src/test/ssh_test_job.yaml
new file mode 100644
index 00000000..4ac6ce4d
--- /dev/null
+++ b/src/openpai-runtime/src/test/ssh_test_job.yaml
@@ -0,0 +1,37 @@
+protocolVersion: 2
+name: ssh_test_job
+type: job
+version: 1
+contributor: OpenPAI
+parameters:
+  modelPath: /tmp/mnist_model
+secrets:
+  userssh: ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQC/cTbWGQZtN187nmTY3KM77jvWnMdnJXco1HGM2OS6vqR9p/gAeSWy6unqAbTJT/nENR9O9/xvEdj1+SJGQ3yeEDPqgbQbIFcxmIOI7d71laHT9IZSnLDEWAao/IeZ+g8dr1I/mNay3msF+VkJHmDfMTP0dcjOLxeasgsq5+ZA3N3vSJCKjAOWZUm1cW30a3IPmMu063+28VbxGYnTGrY1ndRqvkBUZn27SlBJeymGFG6XRPGbW2Vl+RtIpyFFD0XNWw1s293qhM1jFhpwnagSOipqNXWalyGfJ5h8i/Lp9Rvacf0WhluQ+y+UsBNJnP0yYWXCBVkUDgsoGwFyV0P7 pai-ssh
+prerequisites:
+  - protocolVersion: 2
+    name: tf_serving_example
+    type: dockerimage
+    version: 1.0-r1.4
+    contributor: OpenPAI
+    uri: openpai/pai.example.tensorflow-serving
+taskRoles:
+  worker:
+    instances: 1
+    dockerImage: tf_serving_example
+    resourcePerInstance:
+      cpu: 4
+      memoryMB: 8192
+      gpu: 1
+      ports:
+        model_server: 1
+    commands:
+      - >-
+        sleep 2h
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: ssh
+      parameters:
+        jobssh: true
+        userssh: 
+          type: custom
+          value: <% $secrets.userssh %>
\ No newline at end of file
diff --git a/src/openpai-runtime/src/test/sshbarrier_test_job.yaml b/src/openpai-runtime/src/test/sshbarrier_test_job.yaml
new file mode 100644
index 00000000..ce1fc427
--- /dev/null
+++ b/src/openpai-runtime/src/test/sshbarrier_test_job.yaml
@@ -0,0 +1,59 @@
+protocolVersion: 2
+name: sshbarrier_test_job
+type: job
+version: horovod0.16.4-tf1.12.0-torch1.1.0-mxnet1.4.1-py3.5
+contributor: OpenPAI
+description: |
+  This is a distributed synthetic benchmark for Horovod with PyTorch backend running on OpenPAI.
+  It runs [Horovod with Open MPI](https://github.com/horovod/horovod/blob/master/docs/mpirun.rst).
+parameters:
+  model: resnet50
+  batchsize: 64
+
+prerequisites:
+  - protocolVersion: 2
+    name: horovod_official
+    type: dockerimage
+    contributor : Horovod
+    uri : horovod/horovod:0.16.4-tf1.12.0-torch1.1.0-mxnet1.4.1-py3.5
+
+taskRoles:
+  master:
+    instances: 1
+    completion:
+      minSucceededInstances: 1
+    dockerImage: horovod_official
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep 10
+      - >
+        horovodrun -np 4 -H master-0:2,worker-0:2
+        python pytorch_synthetic_benchmark.py
+        --model <% $parameters.model %>
+        --batch-size <% $parameters.batchsize %>
+  worker:
+    instances: 1
+    dockerImage: horovod_official
+    resourcePerInstance:
+      cpu: 8
+      memoryMB: 16384
+      gpu: 2
+    commands:
+      - sleep infinity
+
+extras:
+  com.microsoft.pai.runtimeplugin:
+    - plugin: ssh
+      taskroles:
+        - master
+      parameters:
+        jobssh: true
+        sshbarrier: true
+    - plugin: ssh
+      taskroles:
+        - worker
+      parameters:
+        jobssh: true
\ No newline at end of file
diff --git a/src/openpai-runtime/src/test/storage_test_config.json b/src/openpai-runtime/src/test/storage_test_config.json
new file mode 100644
index 00000000..dfee3211
--- /dev/null
+++ b/src/openpai-runtime/src/test/storage_test_config.json
@@ -0,0 +1,20 @@
+{
+  "kind": "Secret",
+  "apiVersion": "v1",
+  "metadata": {
+    "name": "storage-config",
+    "namespace": "pai-storage",
+    "selfLink": "/api/v1/namespaces/pai-storage/secrets/storage-config",
+    "uid": "a15c4fc5-db99-11e9-b30f-000d3ab25bb6",
+    "resourceVersion": "14640879",
+    "creationTimestamp": "2019-09-20T11:27:29Z"
+  },
+  "data": {
+    "STORAGE_TEST": "eyJkZWZhdWx0IjpmYWxzZSwibW91bnRJbmZvcyI6W3sibW91bnRQb2ludCI6Ii9tbnQvZGF0YSIsInBhdGgiOiJkYXRhIiwic2VydmVyIjoiU1JWX0JKIiwicGVybWlzc2lvbiI6InJ3In0seyJtb3VudFBvaW50IjoiL21udC9ob21lIiwicGF0aCI6InVzZXJzLyR7UEFJX1VTRVJfTkFNRX0iLCJzZXJ2ZXIiOiJTUlZfQkoiLCJwZXJtaXNzaW9uIjoicncifV0sIm5hbWUiOiJTVE9SQUdFX1RFU1QifQ==",
+    "STORAGE_NFS": "eyJuYW1lIjoiU1RPUkFHRV9ORlMiLCJkZWZhdWx0Ijp0cnVlLCJtb3VudEluZm9zIjpbeyJtb3VudFBvaW50IjoiL21udC9kYXRhIiwicGF0aCI6ImRhdGEiLCJzZXJ2ZXIiOiJTUlZfQkoiLCJwZXJtaXNzaW9uIjoicncifSx7Im1vdW50UG9pbnQiOiIvbW50L2hvbWUiLCJwYXRoIjoidXNlcnMvJHtQQUlfVVNFUl9OQU1FfSIsInNlcnZlciI6IlNSVl9CSiIsInBlcm1pc3Npb24iOiJydyJ9XX0=",
+    "STORAGE_SAMBA": "eyJuYW1lIjoiU1RPUkFHRV9TQU1CQSIsImRlZmF1bHQiOmZhbHNlLCJtb3VudEluZm9zIjpbeyJtb3VudFBvaW50IjoiL21udC9kYXRhIiwicGF0aCI6ImRhdGEiLCJzZXJ2ZXIiOiJzYW1iYV90ZXN0IiwicGVybWlzc2lvbiI6InJ3In1dfQ==",
+    "STORAGE_AZURE_FILE": "eyJuYW1lIjoiU1RPUkFHRV9BWlVSRV9GSUxFIiwiZGVmYXVsdCI6ZmFsc2UsIm1vdW50SW5mb3MiOlt7Im1vdW50UG9pbnQiOiIvbW50L2RhdGEiLCJwYXRoIjoiZGF0YSIsInNlcnZlciI6ImF6dXJlX2ZpbGVfdGVzdCIsInBlcm1pc3Npb24iOiJydyJ9XX0=",
+    "STORAGE_AZURE_BLOB": "eyJuYW1lIjoiU1RPUkFHRV9BWlVSRV9CTE9CIiwiZGVmYXVsdCI6ZmFsc2UsIm1vdW50SW5mb3MiOlt7Im1vdW50UG9pbnQiOiIvbW50L2RhdGEiLCJwYXRoIjoiZGF0YSIsInNlcnZlciI6ImF6dXJlX2Jsb2JfdGVzdCIsInBlcm1pc3Npb24iOiJydyJ9XX0="
+  },
+  "type": "Opaque"
+}
diff --git a/src/openpai-runtime/src/test/storage_test_server.json b/src/openpai-runtime/src/test/storage_test_server.json
new file mode 100644
index 00000000..fecc489b
--- /dev/null
+++ b/src/openpai-runtime/src/test/storage_test_server.json
@@ -0,0 +1,19 @@
+{
+  "kind": "Secret",
+  "apiVersion": "v1",
+  "metadata": {
+    "name": "storage-server",
+    "namespace": "pai-storage",
+    "selfLink": "/api/v1/namespaces/pai-storage/secrets/storage-server",
+    "uid": "0b2b6a97-db99-11e9-b30f-000d3ab25bb6",
+    "resourceVersion": "14633250",
+    "creationTimestamp": "2019-09-20T11:23:17Z"
+  },
+  "data": {
+    "SRV_BJ": "eyJzcG4iOiJTUlZfQkoiLCJ0eXBlIjoibmZzIiwiYWRkcmVzcyI6IjEwLjE1MS40MS4xNCIsInJvb3RQYXRoIjoiL2RhdGEvc2hhcmUvZHJiZGhhIiwiZXh0ZW5zaW9uIjp7fX0=",
+    "azure_blob_test": "eyJzcG4iOiJhenVyZV9ibG9iX3Rlc3QiLCJ0eXBlIjoiYXp1cmVibG9iIiwiY29udGFpbmVyTmFtZSI6ImNvbnRhaW5lcm5hbWUiLCJhY2NvdW50TmFtZSI6ImFjY291bnRuYW1lIiwia2V5Ijoia2V5IiwiZXh0ZW5zaW9uIjp7fX0=",
+    "azure_file_test": "eyJzcG4iOiJhenVyZV9maWxlX3Rlc3QiLCJ0eXBlIjoiYXp1cmVmaWxlIiwiZGF0YVN0b3JlIjoiZGF0YXN0b3JlIiwiZmlsZVNoYXJlIjoiZmlsZXNoYXJlIiwiYWNjb3VudE5hbWUiOiJhY2NvdW50bmFtZSIsImtleSI6ImtleSIsImV4dGVuc2lvbiI6e319",
+    "samba_test": "eyJzcG4iOiJzYW1iYV90ZXN0IiwidHlwZSI6InNhbWJhIiwiYWRkcmVzcyI6IjEwLjE1MS40MS4xNCIsInJvb3RQYXRoIjoiL2RhdGEvc2hhcmUvZHJiZGhhIiwidXNlck5hbWUiOiJ1c2VyIiwicGFzc3dvcmQiOiJwYXNzd29yZCIsImRvbWFpbiI6ImRvbWFpbiIsImV4dGVuc2lvbiI6e319"
+  },
+  "type": "Opaque"
+}
diff --git a/src/openpai-runtime/src/test/test_framework_parser.py b/src/openpai-runtime/src/test/test_framework_parser.py
new file mode 100644
index 00000000..4c6e73ae
--- /dev/null
+++ b/src/openpai-runtime/src/test/test_framework_parser.py
@@ -0,0 +1,74 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import json
+from io import StringIO
+import os
+import sys
+import unittest
+
+# pylint: disable=wrong-import-position
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../src"))
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../src/init.d"))
+from framework_parser import generate_runtime_env
+from common.utils import init_logger
+# pylint: enable=wrong-import-position
+
+PACKAGE_DIRECTORY_COM = os.path.dirname(os.path.abspath(__file__))
+init_logger()
+
+
+class TestParser(unittest.TestCase):
+    def setUp(self):
+        try:
+            os.chdir(PACKAGE_DIRECTORY_COM)
+        except Exception:  #pylint: disable=broad-except
+            pass
+
+    def test_generate_runtime_env(self):
+        os.environ["FC_TASK_INDEX"] = "0"
+        os.environ["FC_TASKROLE_NAME"] = "taskrole"
+        test_file = "framework.json"
+        expect_lines = [
+            "export PAI_PORT_LIST_taskrole_0_tcp='29877,22353,29076'",
+            "export PAI_CONTAINER_HOST_PORT_LIST='tcp:29877,22353,29076;udp:31903,33486,35953;ssh:39080;http:30643;'",
+            "export PAI_taskrole1_0_mpi_PORT='20966,21891'",
+            "export PAI_CONTAINER_HOST_http_PORT_LIST='30643'",
+            "export PAI_PORT_LIST_taskrole_0_udp='31903,33486,35953'",
+            "export PAI_CONTAINER_SSH_PORT='39080'"
+        ]
+        with open(test_file, "r") as f:
+            framework = json.load(f)
+
+        sys.stdout = temp_stdout = StringIO()
+
+        generate_runtime_env(framework)
+        runtime_env = temp_stdout.getvalue().splitlines()
+
+        sys.stdout = sys.__stdout__
+
+        for expect in expect_lines:
+            self.assertIn(expect, runtime_env)
+
+        del os.environ["FC_TASK_INDEX"]
+        del os.environ["FC_TASKROLE_NAME"]
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/src/openpai-runtime/src/test/test_image_checker.py b/src/openpai-runtime/src/test/test_image_checker.py
new file mode 100644
index 00000000..c9f2c2c8
--- /dev/null
+++ b/src/openpai-runtime/src/test/test_image_checker.py
@@ -0,0 +1,309 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import os
+import functools
+from functools import partial
+import http
+import sys
+import unittest
+from unittest.mock import patch
+
+import responses
+import yaml
+
+# pylint: disable=wrong-import-position
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../src"))
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../src/init.d"))
+from image_checker import ImageChecker
+from common.utils import init_logger
+from common.exceptions import ImageNameError, UnknownError
+# pylint: enable=wrong-import-position
+
+PACKAGE_DIRECTORY_COM = os.path.dirname(os.path.abspath(__file__))
+init_logger()
+
+
+# pylint: disable=protected-access
+def prepare_image_check(job_config_path):
+    def decorator(func):
+        @functools.wraps(func)
+        def wrapper(self, *args, **kwargs):
+            os.environ["PAI_CURRENT_TASK_ROLE_NAME"] = "worker"
+            if os.path.exists(job_config_path):
+                with open(job_config_path, 'r') as f:
+                    configs = list(yaml.safe_load_all(f))
+                    if len(configs) == 1:
+                        self.job_config = configs[0]
+                    if len(configs) == 2:
+                        self.job_config = configs[0]
+                        self.secret = configs[1]
+                self.image_checker = ImageChecker(self.job_config, self.secret)
+                self.image_info = self.image_checker._get_normalized_image_info(
+                )
+                func(self, *args, **kwargs)
+            del os.environ["PAI_CURRENT_TASK_ROLE_NAME"]
+            responses.reset()
+
+        return wrapper
+
+    return decorator
+
+
+def add_official_registry_v2_response(image_info, options=None):
+    responses.add(
+        responses.HEAD,
+        "https://index.docker.io/v2/",
+        status=http.HTTPStatus.UNAUTHORIZED,
+        headers={
+            "Www-Authenticate":
+            "Bearer realm=\"https://auth.docker.io/token\",service=\"registry.docker.io\",error=\"invalid_token\""
+        })
+    responses.add_callback(
+        responses.HEAD,
+        "https://index.docker.io/v2/{repo}/manifests/{tag}".format(
+            **image_info),
+        callback=partial(official_registry_request_callback,
+                         repo=image_info["repo"],
+                         options=options))
+    responses.add(
+        responses.GET,
+        "https://auth.docker.io/token?service=registry.docker.io&scope=repository:{repo}:pull"
+        .format(**image_info),
+        status=http.HTTPStatus.OK,
+        json={"access_token": "BearerToken"})
+
+
+def add_azure_registry_v2_response(image_info):
+    responses.add(responses.HEAD,
+                  "https://openpai.azurecr.io/v2/",
+                  status=http.HTTPStatus.UNAUTHORIZED,
+                  headers={
+                      "Www-Authenticate":
+                      "Basic realm=\"Azure Container Registry\""
+                  })
+    responses.add_callback(
+        responses.HEAD,
+        "https://openpai.azurecr.io/v2/{repo}/manifests/{tag}".format(
+            **image_info),
+        callback=partial(azure_registry_request_callback))
+
+
+def add_azure_registry_v2_token_response(image_info):
+    responses.add(
+        responses.HEAD,
+        "https://openpai.azurecr.io/v2/",
+        status=http.HTTPStatus.UNAUTHORIZED,
+        headers={
+            "Www-Authenticate":
+            "Bearer realm=\"https://openpai.azurecr.io/oauth2/token\",service=\"openpai.azurecr.io\""
+        })
+    responses.add_callback(
+        responses.HEAD,
+        "https://openpai.azurecr.io/v2/{repo}/manifests/{tag}".format(
+            **image_info),
+        callback=partial(azure_registry_token_request_callback,
+                         repo=image_info["repo"]))
+    responses.add(
+        responses.GET,
+        "https://openpai.azurecr.io/oauth2/token?service=openpai.azurecr.io".
+        format(**image_info),
+        status=http.HTTPStatus.OK,
+        json={"access_token": "BearerToken"})
+
+
+def official_registry_request_callback(request, repo, options):
+    headers = request.headers
+    if "Authorization" in headers and headers["Authorization"].startswith(
+            "Bearer"):
+        if options and "image_not_found" in options and options[
+                "image_not_found"]:
+            return (http.HTTPStatus.NOT_FOUND, {}, None)
+        return (http.HTTPStatus.OK, {}, None)
+    scope = "repository:{}:pull".format(repo)
+    headers = {
+        "Www-Authenticate":
+        ("Bearer realm=\"https://auth.docker.io/token\","
+         "service=\"registry.docker.io\",scope=\"{}\"".format(scope))
+    }
+    return (http.HTTPStatus.UNAUTHORIZED, headers, None)
+
+
+def azure_registry_request_callback(request):
+    headers = request.headers
+    if "Authorization" in headers and headers["Authorization"].startswith(
+            "Basic"):
+        return (http.HTTPStatus.OK, {}, None)
+    headers = {"Www-Authenticate": "Basic realm=\"Azure Container Registry\""}
+    return (http.HTTPStatus.UNAUTHORIZED, headers, None)
+
+
+def azure_registry_token_request_callback(request, repo):
+    headers = request.headers
+    if "Authorization" in headers and headers["Authorization"].startswith(
+            "Bearer"):
+        return (http.HTTPStatus.OK, {}, None)
+    scope = "repository:{}:pull".format(repo)
+    headers = {
+        "Www-Authenticate":
+        ("Bearer realm=\"https://openpai.azurecr.io/oauth2/token\","
+         "service=\"openpai.azurecr.io\",scope=\"{}\"".format(scope))
+    }
+    return (http.HTTPStatus.UNAUTHORIZED, headers, None)
+
+
+class TestImageChecker(unittest.TestCase):
+    def setUp(self):
+        try:
+            os.chdir(PACKAGE_DIRECTORY_COM)
+        except Exception:  #pylint: disable=broad-except
+            pass
+        self.job_config = {}
+        self.secret = {}
+        self.image_checker = None
+        self.image_info = None
+
+    @prepare_image_check("docker_official_image.yaml")
+    @responses.activate
+    def test_official_image(self):
+        add_official_registry_v2_response(self.image_info)
+        self.assertTrue(self.image_checker.is_docker_image_accessible())
+
+    @prepare_image_check("docker_image_no_exist.yaml")
+    @responses.activate
+    def test_image_not_exist(self):
+        add_official_registry_v2_response(self.image_info,
+                                          options={"image_not_found": True})
+        self.assertFalse(self.image_checker.is_docker_image_accessible())
+
+    @prepare_image_check("docker_image_acr_registry.yaml")
+    @responses.activate
+    def test_acr_image(self):
+        add_azure_registry_v2_response(self.image_info)
+        self.assertTrue(self.image_checker.is_docker_image_accessible())
+
+    @prepare_image_check("docker_image_acr_registry.yaml")
+    @responses.activate
+    def test_acr_image_with_token(self):
+        pass
+
+    @prepare_image_check("docker_image_auth.yaml")
+    @responses.activate
+    def test_image_with_auth(self):
+        add_official_registry_v2_response(self.image_info)
+        self.assertTrue(self.image_checker.is_docker_image_accessible())
+
+    @prepare_image_check("docker_image_auth.yaml")
+    @responses.activate
+    def test_image_with_unknown_ret(self):
+        responses.add(responses.HEAD,
+                      "https://index.docker.io/v2/",
+                      status=http.HTTPStatus.TOO_MANY_REQUESTS)
+        self.assertRaises(UnknownError,
+                          self.image_checker.is_docker_image_accessible)
+
+    @patch.object(ImageChecker, "__init__")
+    def test_is_use_default_domain(self, mock):
+        mock.return_value = None
+        mock_image_checker = ImageChecker({}, {})
+
+        test_cases = [{
+            "image_uri": "registry.domain/user-name/repo-0:tag-0.version",
+            "expect_image_info": {
+                "repo": "user-name/repo-0",
+                "tag": "tag-0.version"
+            }
+        }, {
+            "image_uri": "username/repo:tag",
+            "expect_image_info": {
+                "repo": "username/repo",
+                "tag": "tag"
+            }
+        }, {
+            "image_uri": "username/repo",
+            "expect_image_info": {
+                "repo": "username/repo",
+                "tag": "latest"
+            }
+        }, {
+            "image_uri": "ubuntu",
+            "expect_image_info": {
+                "repo": "library/ubuntu",
+                "tag": "latest"
+            }
+        }, {
+            "image_uri": "golang:1.12.6-alpine",
+            "expect_image_info": {
+                "repo": "library/golang",
+                "tag": "1.12.6-alpine"
+            }
+        }, {
+            "image_uri": "pytorch/pytorch:1.3-cuda10.1-cudnn7-runtime",
+            "expect_image_info": {
+                "repo": "pytorch/pytorch",
+                "tag": "1.3-cuda10.1-cudnn7-runtime"
+            },
+        }, {
+            "image_uri": "test.azurecr.io/test-base:4dc825cebeam2",
+            "expect_image_info": {
+                "repo": "test-base",
+                "tag": "4dc825cebeam2"
+            },
+        }]
+
+        for test_case in test_cases:
+            mock_image_checker._image_uri = test_case["image_uri"]
+            image_info = ImageChecker._get_normalized_image_info(
+                mock_image_checker)
+            self.assertDictEqual(image_info, test_case["expect_image_info"])
+
+        invalid_docker_hub_uris = [
+            "localhost:5000/~repo", "localhost/user@name/repo:tag"
+        ]
+
+        for uri in invalid_docker_hub_uris:
+            mock_image_checker._image_uri = uri
+            self.assertRaises(ImageNameError,
+                              mock_image_checker._get_normalized_image_info)
+
+    @patch.object(ImageChecker, "__init__")
+    def test_get_registry_from_image_uri(self, mock):
+        mock.return_value = None
+        mock_image_checker = ImageChecker({}, {})
+
+        test_cases = [{
+            "image_uri": "registry.domain:5000/user-name/repo-0:tag-0.version",
+            "expect_registry": "https://registry.domain:5000/v2/"
+        }, {
+            "image_uri": "username/repo:tag",
+            "expect_registry": "https://index.docker.io/v2/"
+        }, {
+            "image_uri": "test.azurecr.io/test-base:4dc825cebeam2",
+            "expect_registry": "https://test.azurecr.io/v2/"
+        }]
+
+        for test_case in test_cases:
+            mock_image_checker._image_uri = test_case["image_uri"]
+            registry_uri = mock_image_checker._get_registry_from_image_uri(
+                test_case["image_uri"])
+            self.assertEqual(registry_uri, test_case["expect_registry"])
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/src/openpai-runtime/src/test/test_render_with_secret.py b/src/openpai-runtime/src/test/test_render_with_secret.py
new file mode 100644
index 00000000..40298bdb
--- /dev/null
+++ b/src/openpai-runtime/src/test/test_render_with_secret.py
@@ -0,0 +1,61 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import os
+import sys
+import unittest
+
+import yaml
+
+# pylint: disable=wrong-import-position
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../src"))
+from common.utils import init_logger, render_string_with_secrets
+# pylint: enable=wrong-import-position
+
+PACKAGE_DIRECTORY_COM = os.path.dirname(os.path.abspath(__file__))
+init_logger()
+
+
+# pylint: disable=protected-access
+class TestRenderWithSecret(unittest.TestCase):
+    def setUp(self):
+        try:
+            os.chdir(PACKAGE_DIRECTORY_COM)
+        except Exception:  #pylint: disable=broad-except
+            pass
+
+    def test_render_with_secret(self):
+        user_commands = [
+            "sleep <% $secrets.time %>", "sleep <% $secrets.time[0] %>",
+            "sleep <% $secrets.time.time1 %>",
+            "echo <% $secrets.time.date.year %> && sleep <% $secrets.time.date.workingDay.0 %>"
+        ]
+        expected_commands = [
+            "sleep 10", "sleep 10", "sleep 10", "echo 2019 && sleep 1"
+        ]
+        with open("render_test_secrets.yaml") as f:
+            secrets = list(yaml.safe_load_all(f.read()))
+
+        for user_command, expected_command, secret in zip(
+                user_commands, expected_commands, secrets):
+            res = render_string_with_secrets(user_command, secret)
+            self.assertEqual(res, expected_command)
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/src/openpai-runtime/src/test/test_runtime.py b/src/openpai-runtime/src/test/test_runtime.py
new file mode 100644
index 00000000..0ec03fef
--- /dev/null
+++ b/src/openpai-runtime/src/test/test_runtime.py
@@ -0,0 +1,283 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import json
+import os
+import shutil
+import stat
+import sys
+import unittest
+from unittest import mock
+import yaml
+
+#pylint: disable=wrong-import-position
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../src"))
+sys.path.append(
+    os.path.join(os.path.dirname(os.path.abspath(__file__)), "../src/init.d"))
+
+from common.utils import init_logger
+import initializer
+from plugins.teamwise_storage import storage_command_generator
+from plugins.plugin_utils import PluginHelper
+
+#pylint: enable=wrong-import-position
+
+PACKAGE_DIRECTORY_COM = os.path.dirname(os.path.abspath(__file__))
+
+
+# pylint: disable=no-self-use, protected-access
+class TestRuntime(unittest.TestCase):
+    def setUp(self):
+        init_logger()
+        try:
+            os.chdir(PACKAGE_DIRECTORY_COM)
+        except OSError:
+            pass
+        # pylint: disable=line-too-long
+        storage_command_generator.USER_NAME = "test-user"
+        storage_command_generator.JOB_NAME = "job"
+        storage_command_generator.STORAGE_CONFIGS = "[\"STORAGE_NFS\", \"STORAGE_TEST\", \"STORAGE_SAMBA\", \"STORAGE_AZURE_FILE\", \"STORAGE_AZURE_BLOB\"]"
+        storage_command_generator.KUBE_APISERVER_ADDRESS = "http://api_server_url:8080"
+
+    def test_cmd_plugin(self):
+        job_path = "cmd_test_job.yaml"
+        if os.path.exists(job_path):
+            with open(job_path, 'rt') as f:
+                jobconfig = yaml.safe_load(f)
+        commands = [[], []]
+        initializer.init_plugins(jobconfig, {}, {}, "", commands, "../src/plugins",
+                                 ".", "worker")
+
+    def test_cmd_plugin_with_callbacks(self):
+        job_path = "cmd_with_callbacks_test_job.yaml"
+        if os.path.exists(job_path):
+            with open(job_path, 'rt') as f:
+                jobconfig = yaml.safe_load(f)
+        commands = [[], []]
+        initializer.init_plugins(jobconfig, {}, {}, "", commands, "../src/plugins",
+                                 ".", "worker")
+
+    def test_cmd_plugin_with_prerequisites(self):
+        job_path = "cmd_with_prerequisites_test_job.yaml"
+        if os.path.exists(job_path):
+            with open(job_path, 'rt') as f:
+                jobconfig = yaml.safe_load(f)
+        commands = [[], []]
+        initializer.init_plugins(jobconfig, {}, {}, "", commands, "../src/plugins",
+                                 ".", "worker")
+
+    def test_ssh_plugin(self):
+        job_path = "ssh_test_job.yaml"
+        if os.path.exists(job_path):
+            with open(job_path, 'rt') as f:
+                jobconfig = yaml.safe_load(f)
+        commands = [[], []]
+        initializer.init_plugins(
+            jobconfig, {"userssh": "ssh-rsa AAAAB3N/cTbWGQZtN1pai-ssh"}, {}, "",
+            commands, "../src/plugins", ".", "worker")
+
+    def test_ssh_plugin_barrier(self):
+        job_path = "sshbarrier_test_job.yaml"
+        if os.path.exists(job_path):
+            with open(job_path, 'rt') as f:
+                jobconfig = yaml.safe_load(f)
+        commands = [[], []]
+        initializer.init_plugins(jobconfig, {}, {}, "", commands, "../src/plugins",
+                                 ".", "master")
+        commands = [[], []]
+        initializer.init_plugins(jobconfig, {}, {}, "", commands, "../src/plugins",
+                                 ".", "worker")
+
+    def test_git_plugin(self):
+        job_path = "git_repo_test_job.yaml"
+        if os.path.exists(job_path):
+            with open(job_path, 'rt') as f:
+                jobconfig = yaml.safe_load(f)
+        commands = [[], []]
+        initializer.init_plugins(jobconfig, {}, {}, "", commands, "../src/plugins", ".",
+                                 "worker")
+        repo_local_path = os.path.join(os.path.dirname(os.path.abspath(__file__)), "../src/code")
+        self.assertTrue(os.path.exists(repo_local_path))
+        shutil.rmtree(repo_local_path, onerror=self.on_remove_error)
+
+    @staticmethod
+    def on_remove_error(func, path, _):
+        os.chmod(path, stat.S_IWUSR)
+        func(path)
+
+
+    def load_json_file(self, file_name):
+        with open(file_name) as f:
+            return json.load(f)
+
+    def get_secret(self, config_name, _):
+        secret = mock.Mock()
+        if config_name == "storage-config":
+            resp = self.load_json_file("storage_test_config.json")
+            secret.data = resp["data"]
+            return secret
+        if config_name == "storage-server":
+            resp = self.load_json_file("storage_test_server.json")
+            secret.data = resp["data"]
+            return secret
+        return None
+
+    @mock.patch("kubernetes.client.CoreV1Api.read_namespaced_secret")
+    def test_teamwise_nfs_storage_plugin(self, mock_get_secrets):
+        mock_get_secrets.side_effect = self.get_secret
+
+        parameters = {"storageConfigNames": ["STORAGE_NFS"]}
+        command_generator = storage_command_generator.StorageCommandGenerator()
+        storage_commands = command_generator.generate_plugin_commands(
+            parameters)
+
+        expect_commands = [
+            "umask 000", "mkdir --parents /tmp_SRV_BJ_root",
+            "apt-get update;apt-get install --assume-yes nfs-common;",
+            "mount -t nfs4 10.151.41.14:/data/share/drbdha /tmp_SRV_BJ_root",
+            "mkdir --parents /mnt/data",
+            "mkdir --parents /tmp_SRV_BJ_root/data",
+            "mkdir --parents /mnt/home",
+            "mkdir --parents /tmp_SRV_BJ_root/users/${PAI_USER_NAME}",
+            "umount -l /tmp_SRV_BJ_root", "rm -r /tmp_SRV_BJ_root",
+            "mount -t nfs4 10.151.41.14:/data/share/drbdha/data /mnt/data",
+            "mount -t nfs4 10.151.41.14:/data/share/drbdha/users/${PAI_USER_NAME} /mnt/home"
+        ]
+        assert storage_commands == expect_commands
+
+    @mock.patch("kubernetes.client.CoreV1Api.read_namespaced_secret")
+    def test_default_storage_plugin(self, mock_get_secrets):
+        mock_get_secrets.side_effect = self.get_secret
+        command_generator = storage_command_generator.StorageCommandGenerator()
+        default_storage_commands = command_generator.generate_plugin_commands(
+            [])
+
+        expect_commands = [
+            "umask 000", "mkdir --parents /tmp_SRV_BJ_root",
+            "apt-get update;apt-get install --assume-yes nfs-common;",
+            "mount -t nfs4 10.151.41.14:/data/share/drbdha /tmp_SRV_BJ_root",
+            "mkdir --parents /mnt/data",
+            "mkdir --parents /tmp_SRV_BJ_root/data",
+            "mkdir --parents /mnt/home",
+            "mkdir --parents /tmp_SRV_BJ_root/users/${PAI_USER_NAME}",
+            "umount -l /tmp_SRV_BJ_root", "rm -r /tmp_SRV_BJ_root",
+            "mount -t nfs4 10.151.41.14:/data/share/drbdha/data /mnt/data",
+            "mount -t nfs4 10.151.41.14:/data/share/drbdha/users/${PAI_USER_NAME} /mnt/home"
+        ]
+        assert default_storage_commands == expect_commands
+
+    @mock.patch("kubernetes.client.CoreV1Api.read_namespaced_secret")
+    def test_teamwise_samba_storage_plugin(self, mock_get_secrets):
+        parameters = {"storageConfigNames": ["STORAGE_SAMBA"]}
+        mock_get_secrets.side_effect = self.get_secret
+        command_generator = storage_command_generator.StorageCommandGenerator()
+        storage_commands = command_generator.generate_plugin_commands(
+            parameters)
+
+        expect_commands = [
+            "umask 000", "mkdir --parents /tmp_samba_test_root",
+            "apt-get update;apt-get install --assume-yes cifs-utils;",
+            "mount -t cifs //10.151.41.14/data/share/drbdha /tmp_samba_test_root"
+            + " -o vers=3.0,username=user,password=password,domain=domain",
+            "mkdir --parents /mnt/data",
+            "mkdir --parents /tmp_samba_test_root/data",
+            "umount -l /tmp_samba_test_root", "rm -r /tmp_samba_test_root",
+            "mount -t cifs //10.151.41.14/data/share/drbdha/data /mnt/data" +
+            " -o vers=3.0,username=user,password=password,domain=domain"
+        ]
+        assert storage_commands == expect_commands
+
+    @mock.patch("kubernetes.client.CoreV1Api.read_namespaced_secret")
+    def test_teamwise_azure_file_storage_plugin(self, mock_get_secrets):
+        parameters = {"storageConfigNames": ["STORAGE_AZURE_FILE"]}
+        mock_get_secrets.side_effect = self.get_secret
+        command_generator = storage_command_generator.StorageCommandGenerator()
+        storage_commands = command_generator.generate_plugin_commands(
+            parameters)
+
+        expect_commands = [
+            "umask 000", "mkdir --parents /tmp_azure_file_test_root",
+            "apt-get update;apt-get install --assume-yes cifs-utils sshpass;",
+            "mount -t cifs //datastore/fileshare /tmp_azure_file_test_root" +
+            " -o vers=3.0,username=accountname,password=key,dir_mode=0777,file_mode=0777,serverino",
+            "mkdir --parents /mnt/data",
+            "mkdir --parents /tmp_azure_file_test_root/data",
+            "umount -l /tmp_azure_file_test_root",
+            "rm -r /tmp_azure_file_test_root",
+            "mount -t cifs //datastore/fileshare/data /mnt/data" +
+            " -o vers=3.0,username=accountname,password=key,dir_mode=0777,file_mode=0777,serverino"
+        ]
+        assert storage_commands == expect_commands
+
+    @mock.patch("kubernetes.client.CoreV1Api.read_namespaced_secret")
+    def test_teamwise_azure_blob_storage_plugin(self, mock_get_secrets):
+        parameters = {"storageConfigNames": ["STORAGE_AZURE_BLOB"]}
+        mock_get_secrets.side_effect = self.get_secret
+        command_generator = storage_command_generator.StorageCommandGenerator()
+        storage_commands = command_generator.generate_plugin_commands(
+            parameters)
+
+        expect_commands = [
+            "umask 000", "apt-get update",
+            "apt-get install --assume-yes wget curl lsb-release apt-transport-https",
+            "valid_release=('14.04' '15.10' '16.04' '16.10' '17.04' '17.10' '18.04' '18.10' '19.04')",
+            "release=`lsb_release -r | cut -f 2`",
+            "if [[ ! ${valid_release[@]} =~ ${release} ]];" +
+            " then echo \"Invalid OS version for Azureblob!\"; exit 1; fi",
+            "wget https://packages.microsoft.com/config/ubuntu/${release}/packages-microsoft-prod.deb",
+            "dpkg -i packages-microsoft-prod.deb", "apt-get update",
+            "apt-get install --assume-yes blobfuse fuse",
+            "mkdir --parents /mnt/resource/blobfusetmp/azure_blob_test",
+            "echo \"accountName accountname\" >> /azure_blob_test.cfg",
+            "echo \"accountKey key\" >> /azure_blob_test.cfg",
+            "echo \"containerName containername\" >> /azure_blob_test.cfg",
+            "chmod 600 /azure_blob_test.cfg",
+            "mkdir --parents /tmp_azure_blob_test_root",
+            "blobfuse /tmp_azure_blob_test_root --tmp-path=/mnt/resource/blobfusetmp/azure_blob_test"
+            + " --config-file=/azure_blob_test.cfg -o attr_timeout=240" +
+            " -o entry_timeout=240 -o negative_timeout=120",
+            "mkdir --parents /mnt/data",
+            "mkdir --parents /tmp_azure_blob_test_root/data",
+            "rm -r /mnt/data", "ln -s /tmp_azure_blob_test_root/data /mnt/data"
+        ]
+        assert storage_commands == expect_commands
+
+    def test_plugin_failure_policy(self):
+        test_script_file = "test.sh"
+        if os.path.exists(test_script_file):
+            os.remove(test_script_file)
+
+        with open("plugin_with_failure_policy.yaml", 'r') as f:
+            plugins = list(yaml.safe_load_all(f))
+            helpers = list(map(PluginHelper, plugins))
+            self.assertEqual(helpers[0]._failure_policy, "ignore")
+            self.assertEqual(helpers[1]._failure_policy, "fail")
+            self.assertEqual(helpers[2]._failure_policy, "fail")
+
+            helpers[0].inject_commands(["test"], test_script_file)
+            with open(test_script_file) as f:
+                lines = f.read().splitlines()
+                first_line = lines[0]
+                last_line = lines[-1]
+                self.assertEqual(first_line, "set +o errexit")
+                self.assertEqual(last_line, "set -o errexit")
+            os.remove(test_script_file)
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/src/postgresql-sdk/.gitignore b/src/postgresql-sdk/.gitignore
new file mode 100644
index 00000000..d3af240a
--- /dev/null
+++ b/src/postgresql-sdk/.gitignore
@@ -0,0 +1,5 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+**/__pycache__/
+**/ltp-storage-common/
\ No newline at end of file
diff --git a/src/postgresql-sdk/build/build-pre.sh b/src/postgresql-sdk/build/build-pre.sh
new file mode 100755
index 00000000..02d79c4f
--- /dev/null
+++ b/src/postgresql-sdk/build/build-pre.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+cp -arfT "../../ltp-storage-common/" "../sdk/ltp-storage-common"
+
+popd > /dev/null
diff --git a/src/postgresql-sdk/build/postgresql-sdk.k8s.dockerfile b/src/postgresql-sdk/build/postgresql-sdk.k8s.dockerfile
new file mode 100644
index 00000000..878e10c3
--- /dev/null
+++ b/src/postgresql-sdk/build/postgresql-sdk.k8s.dockerfile
@@ -0,0 +1,30 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+FROM python:3.10-slim
+
+# Install system dependencies
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+    postgresql-client \
+    vim \
+    && rm -rf /var/lib/apt/lists/*
+
+# Create app directory
+WORKDIR /app
+
+# Copy SDK (embedded in service)
+COPY sdk /app/sdk
+RUN cd /app/sdk && pip install -r requirements.txt
+RUN pip install --no-cache-dir -e /app/sdk
+
+# Copy service code
+COPY src /app/src
+# Alembic config now at service root
+RUN mv /app/src/alembic.ini /app/
+COPY src/alembic /app/alembic
+
+# Default command (can be overridden)
+CMD ["python", "/app/src/schema_manager.py", "check"]
+
+
diff --git a/src/postgresql-sdk/config/README.md b/src/postgresql-sdk/config/README.md
new file mode 100644
index 00000000..847b8289
--- /dev/null
+++ b/src/postgresql-sdk/config/README.md
@@ -0,0 +1,615 @@
+# PostgreSQL SDK Service
+
+A dedicated service for managing PostgreSQL schema initialization, migrations, and health checks for the LTP platform. This service includes a Python SDK for PostgreSQL database operations.
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Architecture](#architecture)
+- [Quick Start](#quick-start)
+- [Using the SDK](#using-the-sdk)
+- [Schema Management](#schema-management)
+- [Testing](#testing)
+- [Deployment](#deployment)
+- [Troubleshooting](#troubleshooting)
+
+---
+
+## Overview
+
+The PostgreSQL SDK Service provides:
+
+1. **Schema Management**: Automated initialization and migration of database schemas
+2. **Health Monitoring**: Periodic health checks of database schema and tables
+3. **Python SDK**: Client library for interacting with PostgreSQL from other services
+4. **Migration Support**: Version-controlled schema evolution using Alembic
+
+### Key Features
+
+- **Schema Isolation**: Uses dedicated `ltp_sdk` schema (separate from `database-controller`)
+- **Self-Managing**: Service is responsible for its own schema and tables
+- **Idempotent Operations**: Safe to run multiple times
+- **Automatic Sync**: Intelligently initializes or upgrades schema as needed
+- **Version Tracking**: All schema changes are tracked with Alembic migrations
+
+---
+
+## Architecture
+
+```
+postgresql-sdk/
+├── sdk/                          # Python SDK (client library)
+│   └── ltp_postgresql_sdk/
+│       ├── __init__.py
+│       ├── models.py             # SQLAlchemy models (tables)
+│       ├── database.py           # Database connection management
+│       ├── base.py               # Base client class
+│       └── features/             # Feature-specific clients
+│           ├── node_action/
+│           ├── node_status/
+│           ├── job_summary/
+│           └── job_react_time/
+│
+├── src/                          # Schema management service
+│   ├── schema_manager.py         # CLI tool for schema operations
+│   └── alembic/                  # Migration scripts
+│       ├── env.py
+│       └── versions/             # Migration files
+│
+├── config/                       # Service configuration
+│   └── postgresql-sdk.yaml       # Schema name config
+│
+├── deploy/                       # Kubernetes deployment templates
+│   ├── postgresql-sdk-service.yaml.template      # Sync job
+│   ├── postgresql-sdk-health-check.yaml.template # Health check cronjob
+│   ├── start.sh.template         # Start service
+│   ├── stop.sh.template          # Stop service
+│   └── delete.sh                 # Delete resources
+│
+└── tests/                        # Unit tests
+    ├── test_node_action_client.py
+    └── test_node_status_client.py
+```
+
+### Database Schema
+
+The service manages the following tables in the `ltp_sdk` schema:
+
+| Table | Description |
+|-------|-------------|
+| `node_actions` | Records node actions (cordon, drain, etc.) |
+| `node_status` | Tracks node status changes |
+| `job_summary` | Job execution summary statistics |
+| `job_react_time` | Job reaction time metrics |
+| `alembic_version` | Migration version tracking |
+
+---
+
+## Quick Start
+
+### 1. Build the Service Image
+
+```bash
+cd /workspaces/paitest/ltp-platform
+./paictl.py image build -p /path/to/cluster-config.yaml -n postgresql-sdk
+```
+
+### 2. Push the Image
+
+```bash
+./paictl.py image push -p /path/to/cluster-config.yaml -n postgresql-sdk
+```
+
+### 3. Deploy the Service
+
+```bash
+./paictl.py service start -p /path/to/cluster-config.yaml -n postgresql-sdk
+```
+
+This will:
+- Create the `ltp_sdk` schema
+- Initialize all tables
+- Set up migration tracking
+- Start periodic health checks (runs every 6 hours)
+
+### 4. Check Service Status
+
+```bash
+# Check if the sync job completed successfully
+kubectl get job postgresql-sdk-sync -n default
+
+# Check the logs
+kubectl logs job/postgresql-sdk-sync -n default
+
+# Check the health check cronjob
+kubectl get cronjob postgresql-sdk-health-check -n default
+```
+
+---
+
+## Using the SDK
+
+### Installation in Other Services
+
+Add the SDK to your service's Dockerfile:
+
+```dockerfile
+# Copy SDK from postgresql-sdk service
+COPY src/postgresql-sdk/sdk /opt/ltp-postgresql-sdk
+
+# Install SDK
+RUN pip install -e /opt/ltp-postgresql-sdk
+```
+
+### Basic Usage
+
+```python
+from ltp_postgresql_sdk import NodeActionClient
+from ltp_postgresql_sdk.features.node_action.models import NodeActionRecord
+from datetime import datetime
+import os
+
+# Initialize client (reads from environment by default)
+client = NodeActionClient()
+
+# Or explicitly provide parameters
+client = NodeActionClient(
+    connection_str="postgresql://user:pass@host:port/db",
+    schema="ltp_sdk"
+)
+
+# Insert a single record
+record = NodeActionRecord(
+    timestamp=datetime.utcnow(),
+    hostname="worker-01",
+    node_id="node-001",
+    action="cordon",
+    reason="Scheduled maintenance",
+    detail="Node will be drained for updates",
+    category="maintenance",
+    endpoint="http://api.example.com"
+)
+record_id = client.insert_action(record)
+
+# Query records
+results = client.query_actions(hostname="worker-01", limit=10)
+for action in results:
+    print(f"{action['timestamp']}: {action['action']}")
+
+# Batch insert
+records = [NodeActionRecord(...), NodeActionRecord(...)]
+record_ids = client.insert_actions_batch(records)
+```
+
+### Available Clients
+
+```python
+from ltp_postgresql_sdk import (
+    NodeActionClient,      # Node action operations
+    NodeStatusClient,      # Node status tracking
+    JobSummaryClient,      # Job summary statistics
+    JobReactTimeClient,    # Job reaction time metrics
+)
+```
+
+### Kusto-SDK Interface Compatibility
+
+The PostgreSQL SDK provides **interface compatibility** with the kusto-sdk for seamless migration. All clients support both PostgreSQL-native methods and kusto-sdk compatible methods:
+
+#### NodeActionClient - Compatible Methods
+
+```python
+# Kusto-SDK compatible interface
+client = NodeActionClient(connection_str=..., schema="ltp_sdk")
+
+# Get node actions (kusto-sdk style)
+actions = client.get_node_actions(
+    node="worker-01",
+    start_time="2024-01-01T00:00:00Z",
+    end_time="2024-01-02T00:00:00Z"
+)
+
+# Get latest action
+latest = client.get_latest_node_action(node="worker-01")
+
+# Update/insert action
+client.update_node_action(
+    node="worker-01",
+    action="cordoned",
+    timestamp=datetime.utcnow(),
+    reason="Maintenance",
+    detail="Scheduled maintenance",
+    category="maintenance"
+)
+
+# Execute raw SQL query (for advanced use)
+results = client.execute_query("SELECT * FROM node_actions LIMIT 10")
+
+# Access table name (for building custom queries)
+table = client.table_name  # Returns "node_actions"
+```
+
+#### NodeStatusClient - Compatible Methods
+
+```python
+# Kusto-SDK compatible interface
+client = NodeStatusClient(connection_str=..., schema="ltp_sdk")
+
+# Get node status at specific time
+status = client.get_node_status(hostname="worker-01", timestamp=datetime.utcnow())
+
+# Update node status
+new_status = client.update_node_status(
+    hostname="worker-01",
+    to_status="cordoned",
+    timestamp=datetime.utcnow()
+)
+
+# Get all nodes with specific status
+cordoned_nodes = client.get_nodes_by_status(status="cordoned")
+
+# Execute raw SQL query
+results = client.execute_query("SELECT * FROM node_statuses LIMIT 10")
+
+# Access table name
+table = client.table_name  # Returns "node_statuses"
+```
+
+#### Migration from Kusto-SDK
+
+To migrate from kusto-sdk to postgresql-sdk:
+
+1. **Update imports**:
+   ```python
+   # Before (kusto-sdk)
+   from ltp_kusto_sdk import NodeActionClient, NodeStatusClient
+   
+   # After (postgresql-sdk)
+   from ltp_postgresql_sdk import NodeActionClient, NodeStatusClient
+   ```
+
+2. **Initialization is now identical!**:
+   ```python
+   # Both kusto-sdk and postgresql-sdk work the same way
+   client = NodeActionClient()  # Reads from environment variables
+   
+   # Or explicitly provide parameters (both SDKs support this)
+   client = NodeActionClient(
+       connection_str=os.environ["POSTGRES_CONNECTION_STR"],
+       schema=os.environ["POSTGRES_SCHEMA"]
+   )
+   ```
+
+3. **Method calls remain the same**:
+   ```python
+   # These work identically in both SDKs
+   actions = client.get_node_actions(node="worker-01", start_time=..., end_time=...)
+   latest = client.get_latest_node_action(node="worker-01")
+   ```
+
+4. **Query syntax differences** (if using `execute_query`):
+   - Kusto Query Language (KQL) → PostgreSQL SQL
+   - Example: `| where` → `WHERE`, `| project` → `SELECT`
+
+### Environment Variables
+
+```bash
+# Connection string (required)
+POSTGRES_CONNECTION_STR="postgresql://user:pass@host:port/db"
+
+# Schema name (should match config/postgresql-sdk.yaml)
+POSTGRES_SCHEMA="ltp_sdk"
+```
+
+---
+
+## Schema Management
+
+The service uses `schema_manager.py` for all schema operations.
+
+### Available Commands
+
+```bash
+# Smart sync (auto init or upgrade)
+python /app/src/schema_manager.py sync
+
+# Initialize schema (first-time setup)
+python /app/src/schema_manager.py init
+
+# Upgrade to latest schema
+python /app/src/schema_manager.py upgrade
+
+# Downgrade to specific revision
+python /app/src/schema_manager.py downgrade <revision>
+
+# Health check
+python /app/src/schema_manager.py check
+
+# View migration history
+python /app/src/schema_manager.py history
+
+# Generate new migration (after model changes)
+python /app/src/schema_manager.py generate --message "add new field"
+```
+
+### Creating Migrations
+
+#### Develop locally
+When you modify the models in `sdk/ltp_postgresql_sdk/models.py`:
+
+1. **Generate the migration**:
+   ```bash
+   # In the test container or locally with the SDK
+    kubectl exec -it <postgresql-sdk-test-pod> -- python /app/src/schema_manager.py generate --message "remove metadata and previous_status from node_status"
+   ```
+
+2. **Review the generated file**:
+   ```bash
+   # Check: src/alembic/versions/<revision>_add_new_column.py
+   cat src/alembic/versions/*_add_new_column.py
+   ```
+
+3. **Apply the migration**:
+   ```bash
+   python src/schema_manager.py upgrade
+   ```
+
+4. **Test locally**
+
+#### Commit: Add migration file to git
+
+#### Deploy: Rebuild image → sync applies it automatically
+
+
+### Migration Safety
+
+Alembic migrations are **data-safe** for most operations:
+
+| Operation | Data Impact | Safe? |
+|-----------|-------------|-------|
+| Add new table | None - new empty table | ✅ Yes |
+| Add new column | Sets NULL or default value | ✅ Yes |
+| Rename column | Preserves all data | ✅ Yes |
+| Add index | Locks table briefly (MVCC) | ✅ Yes |
+| Drop column | **Data loss** | ⚠️ Caution |
+| Drop table | **Data loss** | ⚠️ Caution |
+
+**Important**: 
+- Adding columns/tables never modifies existing data
+- PostgreSQL uses MVCC (Multi-Version Concurrency Control) for safe concurrent operations
+- Always review auto-generated migrations before applying
+
+---
+
+## Testing
+
+### Running Tests on the test endpoint
+
+ **Run tests**:
+   ```bash
+   pytest tests/test_node_action_client.py -v
+   pytest tests/test_node_status_client.py -v
+   ```
+
+
+---
+
+## Deployment
+
+### Service Lifecycle
+
+| Command | Action | Database Impact |
+|---------|--------|-----------------|
+| `start` | Deploy sync job + health check CronJob | Creates/updates schema |
+| `stop` | Suspend CronJob, delete sync job | **No change** |
+| `delete` | Remove all K8s resources | **No change** |
+
+### Start Service
+
+```bash
+./paictl.py service start -p cluster-config.yaml -n postgresql-sdk
+```
+
+**What happens:**
+1. Waits for PostgreSQL to be ready
+2. Runs `schema_manager.py sync` (init or upgrade)
+3. Runs `schema_manager.py check` (health check)
+4. Deploys health check CronJob (runs every 6 hours)
+
+**Output:**
+```
+Waiting for PostgreSQL...
+PostgreSQL is ready!
+Running smart sync...
+✓ Schema 'ltp_sdk' ensured
+✓ Tables created
+✓ Stamped database to head revision
+✓ Schema initialized successfully
+Health Check Results:
+  database_connection: PASS
+  schema_exists: PASS
+  tables_exist: PASS
+  migrations_current: PASS
+```
+
+### Stop Service
+
+```bash
+./paictl.py service stop -p cluster-config.yaml -n postgresql-sdk
+```
+
+**What happens:**
+1. Suspends the health check CronJob
+2. Deletes the sync Job
+3. **Database schema and tables remain untouched**
+
+### Delete Service
+
+```bash
+./paictl.py service delete -p cluster-config.yaml -n postgresql-sdk
+```
+
+**What happens:**
+1. Deletes all Kubernetes resources
+2. **Database schema and tables remain untouched**
+
+**Note**: To fully remove the database schema:
+```sql
+-- Manual cleanup (if needed)
+DROP SCHEMA ltp_sdk CASCADE;
+```
+
+### Configuration
+
+Edit `config/postgresql-sdk.yaml`:
+
+```yaml
+service_type: "common"
+
+# Schema name (must match POSTGRES_SCHEMA in SDK clients)
+schema-name: "ltp_sdk"
+```
+
+The schema name is injected into Kubernetes manifests via:
+```yaml
+- name: POSTGRES_SCHEMA
+  value: "{{ cluster_cfg['postgresql']['schema-name'] }}"
+```
+
+### Health Check Schedule
+
+Edit `deploy/postgresql-sdk-health-check.yaml.template`:
+
+```yaml
+spec:
+  schedule: "0 */6 * * *"  # Every 6 hours
+```
+
+Common schedules:
+- `"0 */1 * * *"` - Every hour
+- `"0 */6 * * *"` - Every 6 hours (default)
+- `"0 0 * * *"` - Daily at midnight
+- `"*/5 * * * *"` - Every 5 minutes (testing)
+
+---
+
+## Troubleshooting
+
+### Tables Not Created
+
+**Problem**: Health check shows "No tables found"
+
+**Symptoms**:
+```
+✓ Found 1 tables in schema 'ltp_sdk': alembic_version
+```
+
+**Solution**: Models not imported in `schema_manager.py`. Check:
+
+```python
+from ltp_postgresql_sdk.models import (
+    NodeAction,
+    NodeStatus,
+    JobSummary,
+    JobReactTime,
+)
+```
+
+### Migration Failed
+
+**Problem**: `upgrade` command fails
+
+**Diagnosis**:
+```bash
+# Check current revision
+python src/schema_manager.py check
+
+# View migration history
+python src/schema_manager.py history
+```
+
+**Solution**:
+```bash
+# Rollback to previous revision
+python src/schema_manager.py downgrade <previous_revision>
+
+# Or force re-init (WARNING: drops tables)
+python src/schema_manager.py init --force
+```
+
+### Schema Isolation Issues
+
+**Problem**: Conflicts with `database-controller`
+
+**Verification**:
+```sql
+-- Check schema separation
+\dn  -- List schemas
+
+-- Check search_path
+SHOW search_path;
+
+-- Verify tables
+\dt public.*       -- database-controller tables
+\dt ltp_sdk.*      -- postgresql-sdk tables
+```
+
+**Solution**: Ensure all SDK models have:
+```python
+__table_args__ = {"schema": "ltp_sdk"}
+```
+
+### Logs
+
+```bash
+# Sync job logs
+kubectl logs job/postgresql-sdk-sync -n default
+
+# Health check logs (latest run)
+kubectl logs job/$(kubectl get jobs -l app=postgresql-sdk-health-check --sort-by=.metadata.creationTimestamp -o name | tail -1) -n default
+
+# All health check runs
+kubectl get jobs -l app=postgresql-sdk-health-check
+```
+
+---
+
+## Best Practices
+
+### 1. SDK Usage in Services
+
+✅ **Do**:
+```python
+# Single client instance per service
+client = NodeActionClient(connection_str=..., schema="ltp_sdk")
+
+# Use context manager for sessions
+with client.get_session() as session:
+    # ... operations
+    session.commit()
+```
+
+❌ **Don't**:
+```python
+# Don't enable auto_init in production
+client = NodeActionClient(auto_init=True)  # Only for testing!
+
+# Don't hardcode schema names
+client = NodeActionClient(schema="wrong_schema")
+```
+
+### 2. Migration Workflow
+
+1. **Development**: Make model changes
+2. **Generate**: `python src/schema_manager.py generate --message "..."`
+3. **Review**: Check the generated migration file
+4. **Test**: Apply in test environment
+5. **Deploy**: Build new image, restart service
+
+### 3. Monitoring
+
+- Check health check CronJob results regularly
+- Monitor sync job completion time
+- Track table growth and performance
+- Set up alerts for failed health checks
+
diff --git a/src/postgresql-sdk/config/postgresql-sdk.yaml b/src/postgresql-sdk/config/postgresql-sdk.yaml
new file mode 100644
index 00000000..e445d5bc
--- /dev/null
+++ b/src/postgresql-sdk/config/postgresql-sdk.yaml
@@ -0,0 +1,8 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+service_type: "common"
+
+# Schema to manage
+schema-name: "ltp_sdk"
+
diff --git a/src/postgresql-sdk/config/postgresql_sdk.py b/src/postgresql-sdk/config/postgresql_sdk.py
new file mode 100644
index 00000000..b0d87b8a
--- /dev/null
+++ b/src/postgresql-sdk/config/postgresql_sdk.py
@@ -0,0 +1,38 @@
+#!/usr/bin/env python
+#
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import copy
+
+
+class PostgresqlSdk(object):
+    def __init__(self, cluster_conf, service_conf, default_service_conf):
+        self.cluster_conf = cluster_conf
+        self.service_conf = service_conf
+        self.default_service_conf = default_service_conf
+
+    def validation_pre(self):
+        return True, None
+    
+    def run(self):
+        result = copy.deepcopy(self.default_service_conf)
+        result.update(self.service_conf)
+        return result
+
+    def validation_post(self, conf):
+        return True, None
diff --git a/src/postgresql-sdk/deploy/delete.sh b/src/postgresql-sdk/deploy/delete.sh
new file mode 100755
index 00000000..84fcdce8
--- /dev/null
+++ b/src/postgresql-sdk/deploy/delete.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+echo "Deleting PostgreSQL SDK Service resources..."
+
+# Delete sync job if it exists
+kubectl delete job postgresql-sdk-sync --ignore-not-found=true
+
+popd > /dev/null
diff --git a/src/postgresql-sdk/deploy/postgresql-sdk-service.yaml.template b/src/postgresql-sdk/deploy/postgresql-sdk-service.yaml.template
new file mode 100644
index 00000000..76c17aae
--- /dev/null
+++ b/src/postgresql-sdk/deploy/postgresql-sdk-service.yaml.template
@@ -0,0 +1,61 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: postgresql-sdk-sync
+spec:
+  template:
+    metadata:
+      labels:
+        app: postgresql-sdk-sync
+    spec:
+      restartPolicy: OnFailure
+      nodeSelector:
+        pai-master: "true"
+      initContainers:
+      - name: wait-for-postgresql
+        image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}postgresql:{{ cluster_cfg["cluster"]["docker-registry"]["tag"] }}
+        command:
+          - /bin/bash
+          - -c
+          - |
+            until pg_isready -h {{ cluster_cfg["postgresql"]["host"] }} -p {{ cluster_cfg["postgresql"]["port"] }} -U {{ cluster_cfg["postgresql"]["user"] }}; do
+              echo "Waiting for PostgreSQL..."
+              sleep 2
+            done
+            echo "PostgreSQL is ready!"
+        env:
+        - name: PGPASSWORD
+          value: "{{ cluster_cfg['postgresql']['passwd'] }}"
+      containers:
+      - name: schema-sync
+        image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}postgresql-sdk:{{ cluster_cfg["cluster"]["docker-registry"]["tag"] }}
+        imagePullPolicy: Always
+        command:
+          - /bin/bash
+          - -c
+          - |
+            python /app/src/schema_manager.py sync && python /app/src/schema_manager.py check
+        env:
+        - name: POSTGRES_CONNECTION_STR
+          value: "postgresql://{{ cluster_cfg['postgresql']['user'] }}:{{ cluster_cfg['postgresql']['passwd'] }}@{{ cluster_cfg['postgresql']['host'] }}:{{ cluster_cfg['postgresql']['port'] }}/{{ cluster_cfg['postgresql']['db'] }}"
+        - name: POSTGRES_SCHEMA
+          value: "{{ cluster_cfg['postgresql-sdk']['schema-name'] }}"
+      imagePullSecrets:
+      - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
diff --git a/src/postgresql-sdk/deploy/refresh.sh b/src/postgresql-sdk/deploy/refresh.sh
new file mode 100644
index 00000000..3b6d2ca1
--- /dev/null
+++ b/src/postgresql-sdk/deploy/refresh.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+
+pushd $(dirname "$0") > /dev/null
+
+bash stop.sh
+bash start.sh
+
+popd > /dev/null
diff --git a/src/postgresql-sdk/deploy/service.yaml b/src/postgresql-sdk/deploy/service.yaml
new file mode 100644
index 00000000..671499ab
--- /dev/null
+++ b/src/postgresql-sdk/deploy/service.yaml
@@ -0,0 +1,34 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+cluster-type:
+  - k8s
+  - yarn
+
+prerequisite:
+  - postgresql
+
+template-list:
+  - postgresql-sdk-service.yaml
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+refresh-script: refresh.sh
+
+deploy-rules:
+  - in: pai-master
diff --git a/src/postgresql-sdk/deploy/start.sh b/src/postgresql-sdk/deploy/start.sh
new file mode 100644
index 00000000..2a0a094d
--- /dev/null
+++ b/src/postgresql-sdk/deploy/start.sh
@@ -0,0 +1,32 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+echo "Starting PostgreSQL SDK Service..."
+
+# Delete old sync job if exists
+kubectl delete job postgresql-sdk-sync --ignore-not-found=true
+
+# Apply Job template
+kubectl apply -f postgresql-sdk-service.yaml || exit $?
+
+# Wait for sync to complete
+echo "Waiting for schema sync to complete..."
+kubectl wait --for=condition=complete --timeout=300s job/postgresql-sdk-sync || {
+    echo "Schema sync failed or timed out"
+    kubectl logs job/postgresql-sdk-sync
+    exit 1
+}
+
+# Ensure CronJob is not suspended
+kubectl patch cronjob postgresql-sdk-health-check -p '{"spec":{"suspend":false}}' 2>/dev/null || true
+
+echo ""
+echo "PostgreSQL SDK Service started successfully"
+echo "  - Schema synchronized (initialized or upgraded)"
+echo "  - Health checks running every 5 minutes"
+
+popd > /dev/null
diff --git a/src/postgresql-sdk/deploy/stop.sh b/src/postgresql-sdk/deploy/stop.sh
new file mode 100644
index 00000000..2f22b971
--- /dev/null
+++ b/src/postgresql-sdk/deploy/stop.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+pushd $(dirname "$0") > /dev/null
+
+echo "Stopping PostgreSQL SDK Service..."
+
+# Note: Database schema and tables are NOT modified or deleted
+
+# Delete sync job if it exists
+kubectl delete job postgresql-sdk-sync --ignore-not-found=true
+
+popd > /dev/null
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/__init__.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/__init__.py
new file mode 100644
index 00000000..0dc6b0f7
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/__init__.py
@@ -0,0 +1,16 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""PostgreSQL SDK for the LTP platform."""
+
+from .features import (
+    NodeActionClient,
+    NodeStatusClient,
+    JobSummaryClient,
+    JobReactTimeClient,
+    AlertClient,
+)
+from .base import PostgreSQLBaseClient
+from .database import DatabaseManager
+
+__all__ = ["NodeActionClient", "NodeStatusClient", "JobSummaryClient", "JobReactTimeClient", "AlertClient", "PostgreSQLBaseClient", "DatabaseManager"]
\ No newline at end of file
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/base.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/base.py
new file mode 100644
index 00000000..443aa0bb
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/base.py
@@ -0,0 +1,114 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Base class for PostgreSQL database operations."""
+
+import os
+from typing import Optional
+from .database import DatabaseManager
+from typing import List, Dict, Any
+
+
+class PostgreSQLBaseClient:
+    """Base class for PostgreSQL database operations."""
+
+    def __init__(
+        self,
+        connection_str: Optional[str] = None,
+        schema: Optional[str] = None,
+        pool_size: int = 10,
+        max_overflow: int = 20,
+        auto_init: bool = False,
+    ):
+        """
+        Initialize the base PostgreSQL client.
+
+        Args:
+            connection_str: PostgreSQL connection string.
+                          If None, reads from POSTGRES_CONNECTION_STR environment variable.
+            schema: Schema name to use (default: ltp_sdk).
+                   If None, reads from POSTGRES_SCHEMA environment variable.
+            pool_size: Connection pool size
+            max_overflow: Maximum overflow connections
+            auto_init: Automatically initialize schema and tables if True
+                      WARNING: Should be False in production!
+                      Schema is managed by postgresql-sdk-service.
+        """
+        # Read from environment if not provided (kusto-sdk compatible)
+        connection_str = connection_str or os.getenv("POSTGRES_CONNECTION_STR")
+        schema = schema or os.getenv("POSTGRES_SCHEMA", "ltp_sdk")
+        self.endpoint = os.getenv("CLUSTER_ID")
+        
+        self.db_manager = DatabaseManager(
+            connection_str=connection_str,
+            schema=schema,
+            pool_size=pool_size,
+            max_overflow=max_overflow,
+            auto_init=auto_init,
+        )
+
+        # Initialize tables if auto_init is True
+        # NOTE: This should ONLY be used for local development/testing
+        # In production, postgresql-sdk-service manages schema
+        if auto_init:
+            self._ensure_tables_exist()
+
+    def _ensure_tables_exist(self) -> None:
+        """
+        Ensure required schema and tables exist.
+        
+        WARNING: This should only be used for local development/testing.
+        In production, use postgresql-sdk-service to manage schema.
+        """
+        self.db_manager.init_db(force=False)
+
+    def get_session(self):
+        """Get a new database session."""
+        return self.db_manager.get_session()
+
+    def close(self):
+        """Close all database connections."""
+        self.db_manager.close()
+
+    def __enter__(self):
+        """Context manager entry."""
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        """Context manager exit."""
+        self.close()
+        
+    def execute_query(self, query: str) -> List[Dict[str, Any]]:
+        """
+        Execute a raw SQL query.
+        
+        This method provides compatibility with kusto-sdk interface for executing
+        custom queries. The query should be valid PostgreSQL SQL.
+        
+        Args:
+            query: Raw SQL query string
+            
+        Returns:
+            List[Dict[str, Any]]: Query results as list of dictionaries
+            
+        Raises:
+            RuntimeError: If query execution fails
+            
+        Note:
+            This is provided for compatibility with kusto-sdk. For new code,
+            prefer using the type-safe query methods like query_statuses().
+        """
+        from sqlalchemy import text
+        
+        session = self.get_session()
+        try:
+            result = session.execute(text(query))
+            # Convert to list of dictionaries
+            columns = result.keys()
+            return [dict(zip(columns, row)) for row in result.fetchall()]
+        except Exception as e:
+            raise RuntimeError(f"Failed to execute query: {str(e)}")
+        finally:
+            session.close()
+
+
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/database.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/database.py
new file mode 100644
index 00000000..597adc3a
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/database.py
@@ -0,0 +1,96 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Database connection and session management."""
+
+import os
+from typing import Optional
+from sqlalchemy import create_engine, event
+from sqlalchemy.orm import sessionmaker, declarative_base
+from sqlalchemy import create_engine, text
+
+# Base class for all models
+Base = declarative_base()
+
+
+class DatabaseManager:
+    """Manages database connections and sessions."""
+
+    def __init__(
+        self,
+        connection_str: Optional[str] = None,
+        schema: str = "",
+        pool_size: int = 10,
+        max_overflow: int = 20,
+        auto_init: bool = False,
+    ):
+        """
+        Initialize the database manager.
+
+        Args:
+            connection_str: PostgreSQL connection string (postgresql://user:pass@host:port/db)
+            schema: Schema name to use (default: empty)
+            pool_size: Connection pool size
+            max_overflow: Maximum overflow connections
+        """
+        self.connection_str = connection_str or os.getenv(
+            "POSTGRES_CONNECTION_STR",
+            "postgresql://user:password@host:port/database",
+        )
+        self.schema = schema
+
+        # Create engine with connection pooling
+        self.engine = create_engine(
+            self.connection_str,
+            pool_size=pool_size,
+            max_overflow=max_overflow,
+            pool_pre_ping=True,  # Verify connections before using
+            echo=False,  # Set to True for SQL debugging
+        )
+
+        # Set search_path for all connections to use our schema
+        @event.listens_for(self.engine, "connect")
+        def set_search_path(dbapi_connection, connection_record):
+            cursor = dbapi_connection.cursor()
+            cursor.execute(f"SET search_path TO {self.schema}, public")
+            cursor.close()
+
+        # Create session factory
+        self.SessionLocal = sessionmaker(
+            autocommit=False, autoflush=False, bind=self.engine
+        )
+
+    def get_session(self):
+        """Get a new database session."""
+        return self.SessionLocal()
+
+    def ensure_schema(self):
+        """Ensure the schema exists."""
+        with self.engine.connect() as conn:
+            conn.execute(text(f"CREATE SCHEMA IF NOT EXISTS {self.schema}"))
+            conn.commit()
+
+    def init_db(self, force: bool = False):
+        """
+        Initialize database schema and tables.
+
+        Args:
+            force: If True, drop all tables and recreate (WARNING: destructive)
+        
+        Note:
+            This should only be called by schema_manager.py.
+            Services should NOT call this directly.
+        """
+        self.ensure_schema()
+
+        if force:
+            Base.metadata.drop_all(bind=self.engine)
+
+        # Create all tables
+        Base.metadata.create_all(bind=self.engine)
+
+    def close(self):
+        """Close all database connections."""
+        self.engine.dispose()
+
+
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/__init__.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/__init__.py
new file mode 100644
index 00000000..588e9325
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/__init__.py
@@ -0,0 +1,12 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Feature modules for the PostgreSQL SDK."""
+
+from .node_action import NodeActionClient
+from .node_status import NodeStatusClient
+from .job_summary import JobSummaryClient
+from .job_react_time import JobReactTimeClient
+from .alert import AlertClient
+
+__all__ = ["NodeActionClient", "NodeStatusClient", "JobSummaryClient", "JobReactTimeClient", "AlertClient"]
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/alert/__init__.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/alert/__init__.py
new file mode 100644
index 00000000..b21f7cbf
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/alert/__init__.py
@@ -0,0 +1,9 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Alert feature for PostgreSQL SDK."""
+
+from .client import AlertClient
+
+__all__ = ["AlertClient"]
+
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/alert/client.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/alert/client.py
new file mode 100644
index 00000000..8e7d00b8
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/alert/client.py
@@ -0,0 +1,144 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Alert client for PostgreSQL operations."""
+
+from typing import List, Optional, Dict, Any
+from datetime import datetime
+from sqlalchemy import select, and_
+from ...base import PostgreSQLBaseClient
+from ...models import AlertRecord as AlertRecordModel
+from ltp_storage.data_schema.alert_records import AlertRecordData
+
+
+class AlertClient(PostgreSQLBaseClient):
+    """Client for managing alert records in PostgreSQL."""
+    
+    def insert_alert(self, record: AlertRecordData) -> int:
+        """
+        Insert an alert record.
+        
+        Args:
+            record: AlertRecordData to insert
+            
+        Returns:
+            int: The ID of the inserted record
+            
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        try:
+            session = self.get_session()
+            try:
+                alert = AlertRecordModel(
+                    timestamp=record.timestamp,
+                    alertname=record.alertname,
+                    severity=record.severity,
+                    summary=record.summary,
+                    node_name=record.node_name,
+                    labels=record.labels,
+                    annotations=record.annotations,
+                    endpoint=record.endpoint,
+                )
+                session.add(alert)
+                session.commit()
+                session.refresh(alert)
+                return alert.id
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert alert record: {str(e)}")
+    
+    def insert_alerts_batch(self, records: List[AlertRecordData]) -> List[int]:
+        """
+        Insert multiple alert records in a batch.
+        
+        Args:
+            records: List of AlertRecordData objects to insert
+            
+        Returns:
+            List[int]: List of IDs of inserted records
+            
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        try:
+            session = self.get_session()
+            try:
+                alerts = [
+                    AlertRecordModel(
+                        timestamp=record.timestamp,
+                        alertname=record.alertname,
+                        severity=record.severity,
+                        summary=record.summary,
+                        node_name=record.node_name,
+                        labels=record.labels,
+                        annotations=record.annotations,
+                        endpoint=record.endpoint,
+                    )
+                    for record in records
+                ]
+                session.add_all(alerts)
+                session.commit()
+                for alert in alerts:
+                    session.refresh(alert)
+                return [alert.id for alert in alerts]
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert alert records: {str(e)}")
+    
+    def query_alerts(
+        self,
+        node_name: Optional[str] = None,
+        alertname: Optional[str] = None,
+        severity: Optional[str] = None,
+        start_time: Optional[datetime] = None,
+        end_time: Optional[datetime] = None,
+        endpoint: Optional[str] = None,
+        nodes: Optional[List[str]] = None,
+    ) -> List[Dict[str, Any]]:
+        """
+        Query alert records with filters.
+        
+        Args:
+            node_name: Filter by node name
+            alertname: Filter by alert name
+            severity: Filter by severity
+            start_time: Filter by start timestamp
+            end_time: Filter by end timestamp
+            endpoint: Filter by endpoint
+            nodes: Filter by nodes
+        Returns:
+            List of alert records as dictionaries
+        """
+        session = self.get_session()
+        try:
+            query = select(AlertRecordModel)
+            
+            # Build filters
+            filters = []
+            if node_name:
+                filters.append(AlertRecordModel.node_name == node_name)
+            if alertname:
+                filters.append(AlertRecordModel.alertname == alertname)
+            if severity:
+                filters.append(AlertRecordModel.severity == severity)
+            if start_time:
+                filters.append(AlertRecordModel.timestamp >= start_time)
+            if end_time:
+                filters.append(AlertRecordModel.timestamp <= end_time)
+            if endpoint:
+                filters.append(AlertRecordModel.endpoint == endpoint)
+            if nodes:
+                filters.append(AlertRecordModel.node_name.in_(nodes))
+            if filters:
+                query = query.where(and_(*filters))
+            
+            # Order by timestamp descending and limit
+            query = query.order_by(AlertRecordModel.timestamp.desc())
+            
+            results = session.execute(query).scalars().all()
+            return [result.to_dict() for result in results]
+        finally:
+            session.close()
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_react_time/__init__.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_react_time/__init__.py
new file mode 100644
index 00000000..1aa0b4dc
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_react_time/__init__.py
@@ -0,0 +1,9 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job react time feature module."""
+
+from .client import JobReactTimeClient
+
+__all__ = ["JobReactTimeClient"]
+
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_react_time/client.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_react_time/client.py
new file mode 100644
index 00000000..ac638852
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_react_time/client.py
@@ -0,0 +1,215 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job react time client for PostgreSQL operations."""
+
+from typing import List, Optional, Dict, Any
+from datetime import datetime
+from sqlalchemy import select, and_, func
+from ...base import PostgreSQLBaseClient
+from ...models import JobReactTime as JobReactTimeModel
+from ltp_storage.data_schema.job_records import JobReactTimeRecord
+from ltp_storage.utils.time_util import parse_duration
+
+
+class JobReactTimeClient(PostgreSQLBaseClient):
+    """Client for managing job react time records in PostgreSQL."""
+
+    def _insert_record(self, record: JobReactTimeRecord) -> int:
+        """
+        Insert a job react time record.
+
+        Args:
+            record: JobReactTimeRecord to insert
+
+        Returns:
+            int: The ID of the inserted record
+
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        try:
+            session = self.get_session()
+            try:
+                job_react_time = JobReactTimeModel(
+                    job_id=record.job_id,
+                    react_time=record.react_time,
+                    job_hash=record.job_hash,
+                    time_generated=record.time_generated or datetime.utcnow(),
+                    endpoint=record.endpoint,
+                )
+                session.add(job_react_time)
+                session.commit()
+                session.refresh(job_react_time)
+                return job_react_time.id
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert job react time record: {str(e)}")
+
+    def insert_job_react_times_batch(self, records: List[Dict[str, Any]]) -> None:
+        """
+        Insert multiple job react time records in a batch.
+
+        Args:
+            records: List of job react time records as dictionaries
+
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        if not records:
+            return
+        
+        try:
+            # Convert dicts to JobReactTimeRecord objects
+            react_records = [JobReactTimeRecord.from_record(r) for r in records]
+            
+            session = self.get_session()
+            try:
+                job_react_times = [
+                    JobReactTimeModel(
+                        job_id=record.job_id,
+                        react_time=record.react_time,
+                        job_hash=record.job_hash,
+                        time_generated=record.time_generated or datetime.utcnow(),
+                        endpoint=record.endpoint,
+                    )
+                    for record in react_records
+                ]
+                session.add_all(job_react_times)
+                session.commit()
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert job react time records: {str(e)}")
+
+    def _query_records(
+        self,
+        job_id: Optional[str] = None,
+        job_hash: Optional[str] = None,
+        start_time: Optional[datetime] = None,
+        end_time: Optional[datetime] = None,
+        limit: int = 1000,
+    ) -> List[Dict[str, Any]]:
+        """
+        Query job react time records with filters.
+
+        Args:
+            job_id: Filter by job ID
+            job_hash: Filter by job hash
+            start_time: Filter by start time
+            end_time: Filter by end time
+            limit: Maximum number of records to return
+
+        Returns:
+            List of job react time records as dictionaries
+        """
+        session = self.get_session()
+        try:
+            query = select(JobReactTimeModel)
+
+            filters = []
+            if job_id:
+                filters.append(JobReactTimeModel.job_id == job_id)
+            if job_hash:
+                filters.append(JobReactTimeModel.job_hash == job_hash)
+            if start_time:
+                filters.append(JobReactTimeModel.time_generated >= start_time)
+            if end_time:
+                filters.append(JobReactTimeModel.time_generated <= end_time)
+
+            if filters:
+                query = query.where(and_(*filters))
+
+            query = query.order_by(JobReactTimeModel.time_generated.desc()).limit(limit)
+
+            results = session.execute(query).scalars().all()
+            return [result.to_dict() for result in results]
+        finally:
+            session.close()
+
+    def _get_record(self, job_id: str) -> Optional[Dict[str, Any]]:
+        """
+        Get the latest react time for a specific job ID.
+
+        Args:
+            job_id: Job identifier
+
+        Returns:
+            Job react time record as dictionary, or None if not found
+        """
+        session = self.get_session()
+        try:
+            query = select(JobReactTimeModel).where(
+                JobReactTimeModel.job_id == job_id
+            ).order_by(JobReactTimeModel.time_generated.desc()).limit(1)
+
+            result = session.execute(query).scalar_one_or_none()
+            return result.to_dict() if result else None
+        finally:
+            session.close()
+
+    def get_average_react_time(
+        self,
+        start_time: Optional[datetime] = None,
+        end_time: Optional[datetime] = None,
+    ) -> Optional[float]:
+        """
+        Get average react time for jobs within a time range.
+
+        Args:
+            start_time: Filter by start time
+            end_time: Filter by end time
+
+        Returns:
+            Average react time in seconds, or None if no records found
+        """
+        session = self.get_session()
+        try:
+            query = select(func.avg(JobReactTimeModel.react_time))
+
+            filters = []
+            if start_time:
+                filters.append(JobReactTimeModel.time_generated >= start_time)
+            if end_time:
+                filters.append(JobReactTimeModel.time_generated <= end_time)
+
+            if filters:
+                query = query.where(and_(*filters))
+
+            result = session.execute(query).scalar()
+            return float(result) if result else None
+        finally:
+            session.close()
+
+    
+    def query_unknown_react_records(self, retain_time: str = "30d", endpoint: Optional[str] = None) -> List[Dict[str, Any]]:
+        """
+        Query records with missing reactTime within the retention window.
+        
+        Args:
+            retain_time: Retention window (e.g. '30d')
+            endpoint: Filter by endpoint (cluster ID)
+            
+        Returns:
+            List of react time records with missing react_time
+        """
+        session = self.get_session()
+        try:
+            cutoff_time = datetime.utcnow() - parse_duration(retain_time)
+            
+            query = select(JobReactTimeModel).where(
+                and_(
+                    JobReactTimeModel.time_generated >= cutoff_time,
+                    JobReactTimeModel.react_time.is_(None),
+                    JobReactTimeModel.job_hash != "unknown"
+                )
+            )
+            
+            if endpoint:
+                query = query.where(JobReactTimeModel.endpoint == endpoint)
+            
+            results = session.execute(query).scalars().all()
+            return [result.to_dict() for result in results]
+        finally:
+            session.close()
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_summary/__init__.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_summary/__init__.py
new file mode 100644
index 00000000..665aafcd
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_summary/__init__.py
@@ -0,0 +1,8 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job summary feature module."""
+
+from .client import JobSummaryClient
+
+__all__ = ["JobSummaryClient"]
\ No newline at end of file
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_summary/client.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_summary/client.py
new file mode 100644
index 00000000..258678a9
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/job_summary/client.py
@@ -0,0 +1,297 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Job summary client for PostgreSQL operations."""
+
+from typing import List, Optional, Dict, Any
+from datetime import datetime
+from sqlalchemy import select, and_, func
+from ...base import PostgreSQLBaseClient
+from ...models import JobSummary as JobSummaryModel
+from ltp_storage.data_schema.job_records import JobSummaryRecord
+from ltp_storage.utils.time_util import parse_duration
+
+
+class JobSummaryClient(PostgreSQLBaseClient):
+    """Client for managing job summary records in PostgreSQL."""
+
+    def _insert_record(self, record: JobSummaryRecord) -> int:
+        """
+        Insert a job summary record.
+
+        Args:
+            record: JobSummaryRecord to insert
+
+        Returns:
+            int: The ID of the inserted record
+
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        try:
+            session = self.get_session()
+            try:
+                job_summary = JobSummaryModel(
+                    job_id=record.job_id,
+                    job_hash=record.job_hash,
+                    job_name=record.job_name,
+                    user_name=record.user_name,
+                    job_state=record.job_state,
+                    retry_count=record.retry_count,
+                    attempt_id=record.attempt_id,
+                    retry_details=record.retry_details,
+                    virtual_cluster=record.virtual_cluster,
+                    total_gpu_count=record.total_gpu_count,
+                    job_priority=record.job_priority,
+                    job_duration_hours=record.job_duration_hours,
+                    total_gpu_hours=record.total_gpu_hours,
+                    idle_gpu_hours=record.idle_gpu_hours,
+                    effective_gpu_hours=record.effective_gpu_hours,
+                    submission_time=record.submission_time,
+                    launch_time=record.launch_time,
+                    completion_time=record.completion_time,
+                    created_datetime=record.created_datetime or datetime.utcnow(),
+                    idle_gpu_percentage=record.idle_gpu_percentage,
+                    assigned_gpu_utilization=record.assigned_gpu_utilization,
+                    effective_gpu_utilization=record.effective_gpu_utilization,
+                    exit_reason=record.exit_reason,
+                    exit_category=record.exit_category,
+                    time_generated=record.time_generated,
+                    endpoint=record.endpoint,
+                )
+                session.add(job_summary)
+                session.commit()
+                session.refresh(job_summary)
+                return job_summary.id
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert job summary record: {str(e)}")
+
+    def insert_job_summaries_batch(self, records: List[Dict[str, Any]]) -> None:
+        """
+        Insert multiple job summary records in a batch.
+
+        Args:
+            records: List of job summary records as dictionaries
+
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        if not records:
+            return
+        
+        try:
+            # Convert dicts to JobSummaryRecord objects
+            job_records = [JobSummaryRecord.from_record(r) for r in records]
+            
+            session = self.get_session()
+            try:
+                job_summaries = [
+                    JobSummaryModel(
+                        job_id=record.job_id,
+                        job_hash=record.job_hash,
+                        job_name=record.job_name,
+                        user_name=record.user_name,
+                        job_state=record.job_state,
+                        retry_count=record.retry_count,
+                        attempt_id=record.attempt_id,
+                        retry_details=record.retry_details,
+                        virtual_cluster=record.virtual_cluster,
+                        total_gpu_count=record.total_gpu_count,
+                        job_priority=record.job_priority,
+                        job_duration_hours=record.job_duration_hours,
+                        total_gpu_hours=record.total_gpu_hours,
+                        idle_gpu_hours=record.idle_gpu_hours,
+                        effective_gpu_hours=record.effective_gpu_hours,
+                        submission_time=record.submission_time,
+                        launch_time=record.launch_time,
+                        completion_time=record.completion_time,
+                        created_datetime=record.created_datetime or datetime.utcnow(),
+                        idle_gpu_percentage=record.idle_gpu_percentage,
+                        assigned_gpu_utilization=record.assigned_gpu_utilization,
+                        effective_gpu_utilization=record.effective_gpu_utilization,
+                        exit_reason=record.exit_reason,
+                        exit_category=record.exit_category,
+                        time_generated=record.time_generated,
+                        endpoint=record.endpoint,
+                    )
+                    for record in job_records
+                ]
+                session.add_all(job_summaries)
+                session.commit()
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert job summary records: {str(e)}")
+
+    def _query_records(
+        self,
+        job_id: Optional[str] = None,
+        user_name: Optional[str] = None,
+        job_state: Optional[str] = None,
+        virtual_cluster: Optional[str] = None,
+        start_time: Optional[datetime] = None,
+        end_time: Optional[datetime] = None,
+        limit: int = 1000,
+    ) -> List[Dict[str, Any]]:
+        """
+        Query job summary records with filters.
+
+        Args:
+            job_id: Filter by job ID
+            user_name: Filter by user name
+            job_state: Filter by job state
+            virtual_cluster: Filter by virtual cluster
+            start_time: Filter by start submission time
+            end_time: Filter by end submission time
+            limit: Maximum number of records to return
+
+        Returns:
+            List of job summary records as dictionaries
+        """
+        session = self.get_session()
+        try:
+            query = select(JobSummaryModel)
+
+            filters = []
+            if job_id:
+                filters.append(JobSummaryModel.job_id == job_id)
+            if user_name:
+                filters.append(JobSummaryModel.user_name == user_name)
+            if job_state:
+                filters.append(JobSummaryModel.job_state == job_state)
+            if virtual_cluster:
+                filters.append(JobSummaryModel.virtual_cluster == virtual_cluster)
+            if start_time:
+                filters.append(JobSummaryModel.submission_time >= start_time)
+            if end_time:
+                filters.append(JobSummaryModel.submission_time <= end_time)
+
+            if filters:
+                query = query.where(and_(*filters))
+
+            query = query.order_by(JobSummaryModel.submission_time.desc()).limit(limit)
+
+            results = session.execute(query).scalars().all()
+            return [result.to_dict() for result in results]
+        finally:
+            session.close()
+
+    def _get_record(self, job_id: str) -> Optional[Dict[str, Any]]:
+        """
+        Get the latest job summary for a specific job ID.
+
+        Args:
+            job_id: Job identifier
+
+        Returns:
+            Job summary record as dictionary, or None if not found
+        """
+        session = self.get_session()
+        try:
+            query = select(JobSummaryModel).where(
+                JobSummaryModel.job_id == job_id
+            ).order_by(JobSummaryModel.created_datetime.desc()).limit(1)
+
+            result = session.execute(query).scalar_one_or_none()
+            return result.to_dict() if result else None
+        finally:
+            session.close()
+
+    
+    def query_last_completion_time(self, endpoint: Optional[str] = None) -> Optional[datetime]:
+        """
+        Query the last completion time from job summary table.
+        
+        Args:
+            endpoint: Filter by endpoint (cluster ID)
+            
+        Returns:
+            datetime: Last completion time, or None if not found
+        """
+        session = self.get_session()
+        try:
+            query = select(func.max(JobSummaryModel.completion_time))
+            
+            if endpoint:
+                query = query.where(JobSummaryModel.endpoint == endpoint)
+            
+            result = session.execute(query).scalar()
+            return result
+        finally:
+            session.close()
+    
+    def query_unknown_category_records(self, retain_time: str = "30d", endpoint: Optional[str] = None) -> List[Dict[str, Any]]:
+        """
+        Query records with unknown exit category within the retention window.
+        
+        Args:
+            retain_time_hours: Retention window in hours (default 30 days = 720 hours)
+            endpoint: Filter by endpoint (cluster ID)
+            
+        Returns:
+            List of job summary records with unknown category
+        """
+        session = self.get_session()
+        try:
+            cutoff_time = datetime.utcnow() - parse_duration(retain_time)
+            
+            query = select(JobSummaryModel).where(
+                and_(
+                    JobSummaryModel.time_generated >= cutoff_time,
+                    JobSummaryModel.exit_category == 'Unknown'
+                )
+            )
+            
+            if endpoint:
+                query = query.where(JobSummaryModel.endpoint == endpoint)
+            
+            results = session.execute(query).scalars().all()
+            return [result.to_dict() for result in results]
+        finally:
+            session.close()
+    
+    def query_job_summaries_by_job_ids(self, job_ids: List[str], endpoint: Optional[str] = None) -> List[Dict[str, Any]]:
+        """
+        Query job summaries for a list of job IDs (latest record for each job).
+        
+        Args:
+            job_ids: List of job IDs to query
+            endpoint: Filter by endpoint (cluster ID)
+            
+        Returns:
+            List of job summary records (latest for each job ID)
+        """
+        if not job_ids:
+            return []
+        
+        session = self.get_session()
+        try:
+            # Subquery to get max time_generated for each job_id
+            subquery = (
+                select(
+                    JobSummaryModel.job_id,
+                    func.max(JobSummaryModel.time_generated).label('max_time')
+                )
+                .where(JobSummaryModel.job_id.in_(job_ids))
+            )
+            
+            if endpoint:
+                subquery = subquery.where(JobSummaryModel.endpoint == endpoint)
+            
+            subquery = subquery.group_by(JobSummaryModel.job_id).subquery()
+            
+            # Join with main table to get full records
+            query = select(JobSummaryModel).join(
+                subquery,
+                and_(
+                    JobSummaryModel.job_id == subquery.c.job_id,
+                    JobSummaryModel.time_generated == subquery.c.max_time
+                )
+            )
+            
+            results = session.execute(query).scalars().all()
+            return [result.to_dict() for result in results]
+        finally:
+            session.close()
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_action/__init__.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_action/__init__.py
new file mode 100644
index 00000000..9e363122
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_action/__init__.py
@@ -0,0 +1,8 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Node action feature module."""
+
+from .client import NodeActionClient
+
+__all__ = ["NodeActionClient"]
\ No newline at end of file
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_action/client.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_action/client.py
new file mode 100644
index 00000000..ec18920b
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_action/client.py
@@ -0,0 +1,465 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Node action client for PostgreSQL operations."""
+
+import os
+from typing import List, Optional, Dict, Any
+from datetime import datetime
+from datetime import datetime as dt
+from sqlalchemy import select, and_, func
+from ...base import PostgreSQLBaseClient
+from ...models import NodeAction as NodeActionModel, NodeActionAttributes as NodeActionAttributesModel
+from ltp_storage.data_schema.node_action import NodeAction as NodeActionRecord
+from ltp_storage.data_schema.node_status import NodeStatus, STATUS_METADATA
+from ltp_storage.utils.time_util import convert_timestamp
+
+
+class NodeActionClient(PostgreSQLBaseClient):
+    """Client for managing node action records in PostgreSQL."""
+
+    def _insert_record(self, record: NodeActionRecord) -> int:
+        """
+        Insert a node action record.
+
+        Args:
+            record: NodeActionRecord to insert
+
+        Returns:
+            int: The ID of the inserted record
+
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        try:
+            session = self.get_session()
+            try:
+                action = NodeActionModel(
+                    timestamp=record.Timestamp,
+                    hostname=record.HostName,
+                    node_id=record.NodeId,
+                    action=record.Action,
+                    reason=record.Reason,
+                    detail=record.Detail,
+                    category=record.Category,
+                    endpoint=record.Endpoint,
+                )
+                session.add(action)
+                session.commit()
+                session.refresh(action)
+                return action.id
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert node action record: {str(e)}")
+
+    def _insert_records_batch(self, records: List[NodeActionRecord]) -> List[int]:
+        """
+        Insert multiple node action records in a batch.
+
+        Args:
+            records: List of NodeActionRecord objects to insert
+
+        Returns:
+            List[int]: List of IDs of inserted records
+
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        try:
+            session = self.get_session()
+            try:
+                actions = [
+                    NodeActionModel(
+                        timestamp=record.Timestamp,
+                        hostname=record.HostName,
+                        node_id=record.NodeId,
+                        action=record.Action,
+                        reason=record.Reason,
+                        detail=record.Detail,
+                        category=record.Category,
+                        endpoint=record.Endpoint,
+                    )
+                    for record in records
+                ]
+                session.add_all(actions)
+                session.commit()
+                for action in actions:
+                    session.refresh(action)
+                return [action.id for action in actions]
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert node action records: {str(e)}")
+
+    def _query_records(
+        self,
+        hostname: Optional[str] = None,
+        node_id: Optional[str] = None,
+        action: Optional[str] = None,
+        category: Optional[str] = None,
+        start_time: Optional[datetime] = None,
+        end_time: Optional[datetime] = None,
+        limit: int = 1000,
+    ) -> List[Dict[str, Any]]:
+        """
+        Query node action records with filters.
+
+        Args:
+            hostname: Filter by hostname
+            node_id: Filter by node ID
+            action: Filter by action
+            category: Filter by category
+            start_time: Filter by start timestamp
+            end_time: Filter by end timestamp
+            limit: Maximum number of records to return
+
+        Returns:
+            List of action records as dictionaries
+        """
+        session = self.get_session()
+        try:
+            query = select(NodeActionModel)
+
+            # Build filters
+            filters = []
+            if hostname:
+                filters.append(NodeActionModel.hostname == hostname)
+            if node_id:
+                filters.append(NodeActionModel.node_id == node_id)
+            if action:
+                filters.append(NodeActionModel.action == action)
+            if category:
+                filters.append(NodeActionModel.category == category)
+            if start_time:
+                start_time = convert_timestamp(start_time, "datetime")
+                filters.append(NodeActionModel.timestamp >= start_time)
+            if end_time:
+                end_time = convert_timestamp(end_time, "datetime")
+                filters.append(NodeActionModel.timestamp <= end_time)
+
+            if filters:
+                query = query.where(and_(*filters))
+
+            # Order by timestamp descending and limit
+            query = query.order_by(NodeActionModel.timestamp.desc()).limit(limit)
+
+            results = session.execute(query).scalars().all()
+            return [result.to_dict() for result in results]
+        finally:
+            session.close()
+
+    def _get_latest_record(
+        self, hostname: Optional[str] = None, node_id: Optional[str] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Get the latest action for a specific node.
+
+        Args:
+            hostname: Filter by hostname
+            node_id: Filter by node ID
+
+        Returns:
+            Latest action record as dictionary, or None if not found
+        """
+        session = self.get_session()
+        try:
+            query = select(NodeActionModel)
+
+            filters = []
+            if hostname:
+                filters.append(NodeActionModel.hostname == hostname)
+            if node_id:
+                filters.append(NodeActionModel.node_id == node_id)
+
+            if filters:
+                query = query.where(and_(*filters))
+
+            query = query.order_by(NodeActionModel.timestamp.desc()).limit(1)
+
+            result = session.execute(query).scalar_one_or_none()
+            return result.to_dict() if result else None
+        finally:
+            session.close()
+
+    # ===== Attribute Table Methods =====
+    def update_attribute_table(self) -> None:
+        """
+        Update the NodeActionAttributes table with action metadata.
+        Populates the table with all valid status transitions as actions.
+        
+        The phase is determined from the action format (from_status-to_status).
+        """
+        try:   
+            session = self.get_session()
+            try:
+                # Clear existing data
+                session.query(NodeActionAttributesModel).delete()
+                
+                # Generate all valid actions from status transitions
+                attributes = []
+                for from_status in NodeStatus:
+                    metadata = STATUS_METADATA.get(from_status.value)
+                    if metadata:
+                        for to_status_str in metadata.allowed_transitions:
+                            action = f"{from_status.value}-{to_status_str}"
+                            # Phase is the from_status (represents the starting phase)
+                            phase = from_status.value
+                            
+                            attributes.append(NodeActionAttributesModel(
+                                action=action,
+                                phase=phase
+                            ))
+                
+                session.add_all(attributes)
+                session.commit()
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to update attribute table: {str(e)}")
+
+    # ===== Kusto-SDK Compatible Interface =====
+
+    def get_node_actions(
+        self, node: str, start_time: str, end_time: str
+    ) -> List[NodeActionRecord]:
+        """
+        Get action history for a node in a time range.
+        
+        This method provides compatibility with kusto-sdk interface.
+        
+        Args:
+            node: Hostname of the node
+            start_time: Start timestamp as ISO format string or datetime
+            end_time: End timestamp as ISO format string or datetime
+            
+        Returns:
+            List[NodeActionRecord]: List of action records
+            
+        Raises:
+            RuntimeError: If query fails
+        """
+        try:
+            # Parse timestamps
+            start_dt = convert_timestamp(start_time, "datetime")
+            end_dt = convert_timestamp(end_time, "datetime")
+            
+            # Query using the existing method
+            results = self._query_records(hostname=node, start_time=start_dt, end_time=end_dt)
+            return [NodeActionRecord.from_record(r) for r in results]
+        except Exception as e:
+            raise RuntimeError(f"Failed to get node actions: {str(e)}")
+
+    def get_latest_node_action(self, node: str) -> Optional[NodeActionRecord]:
+        """
+        Get the most recent action for a node.
+        
+        This method provides compatibility with kusto-sdk interface.
+        
+        Args:
+            node: Hostname of the node
+            
+        Returns:
+            NodeActionRecord: Latest action record, or None if not found
+            
+        Raises:
+            RuntimeError: If query fails
+        """
+        try:
+            result = self._get_latest_record(hostname=node)
+            if not result:
+                return None
+                
+            return NodeActionRecord.from_record(result)
+        except Exception as e:
+            raise RuntimeError(f"Failed to get latest node action: {str(e)}")
+
+    def update_node_action(
+        self,
+        node: str,
+        action: str,
+        timestamp: datetime,
+        reason: str,
+        detail: str,
+        category: str
+    ) -> None:
+        """
+        Update or insert a node action record.
+        
+        This method provides compatibility with kusto-sdk interface.
+        
+        Args:
+            node: Hostname of the node
+            action: Action taken
+            timestamp: Timestamp of the action
+            reason: Reason for the action
+            detail: Additional details
+            category: Category of the action
+            
+        Raises:
+            RuntimeError: If update fails
+        """
+        try:
+            timestamp = convert_timestamp(timestamp, "datetime")
+            if not NodeActionRecord.is_valid_action(action):
+                raise ValueError(f"Invalid action: {action}")
+            # Create record (use empty string for node_id and endpoint if not provided)
+            record = NodeActionRecord.from_record(
+                {
+                    "Timestamp": timestamp,
+                    "HostName": node,
+                    "NodeId": "",
+                    "Action": action,
+                    "Reason": reason,
+                    "Detail": detail,
+                    "Category": category,
+                    "Endpoint": os.environ.get("CLUSTER_ID", "")
+                }
+            )
+            
+            self._insert_record(record)
+        except Exception as e:
+            raise RuntimeError(f"Failed to update node action: {str(e)}")
+
+    def get_last_update_time(self) -> datetime or None:
+        """Get the last update time for the node action table"""
+        session = self.get_session()
+        try:
+            query = select(func.max(NodeActionModel.timestamp)).where(NodeActionModel.endpoint == self.endpoint)
+            result = session.execute(query).scalar_one_or_none()
+            if not result:
+                return None
+            return convert_timestamp(result, "datetime") 
+        finally:
+            session.close()
+    
+    def get_latest_action_by_state(
+        self,
+        hostname: str,
+        node_id: str,
+        state: str
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Get the latest action that ends with the specified state for a given hostname and node_id.
+        
+        This method provides compatibility with kusto-sdk interface for querying actions
+        that end with a specific state (e.g., "cordoned", "available").
+        
+        Args:
+            hostname: Hostname of the node
+            node_id: Node ID
+            state: The state that the action should end with (e.g., "cordoned", "available")
+            
+        Returns:
+            Dict containing Action and Detail fields, or None if not found
+            
+        Example:
+            >>> client = NodeActionClient()
+            >>> result = client.get_latest_action_by_state("worker-01", "node-001", "cordoned")
+            >>> if result:
+            ...     print(f"Action: {result['Action']}, Detail: {result['Detail']}")
+        """
+        try:
+            session = self.get_session()
+            try:
+                # Query for actions that end with the specified state
+                query = (
+                    select(NodeActionModel)
+                    .where(
+                        and_(
+                            NodeActionModel.hostname == hostname,
+                            NodeActionModel.node_id == node_id,
+                            NodeActionModel.action.like(f'%-{state}')
+                        )
+                    )
+                    .order_by(NodeActionModel.timestamp.desc())
+                    .limit(1)
+                )
+                
+                result = session.execute(query).scalar_one_or_none()
+                if not result:
+                    return None
+                
+                return NodeActionRecord.from_record(result.to_dict())
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to get latest action by state: {str(e)}")
+
+    def find_triaged_failure(self, node_name: str, completed_time_ms: int, launched_time_ms: int) -> List[Dict[str, Any]]:
+        """
+        Find triaged actions for a node between job launch and completion.
+        
+        Returns actions that occurred after the node was cordoned but before it became available again.
+        
+        Args:
+            node_name: Node hostname
+            completed_time_ms: Job completed time (timestamp in milliseconds)
+            launched_time_ms: Job launched time (timestamp in milliseconds)
+            
+        Returns:
+            List of NodeAction records for triaged actions, or empty list if none found
+        """
+        try:
+            # Get node actions in time range
+            start_time = dt.fromtimestamp(launched_time_ms / 1000)
+            end_time = dt.fromtimestamp(completed_time_ms / 1000)
+            
+            # Query actions in time range
+            actions_dicts = self._query_records(
+                hostname=node_name,
+                start_time=start_time,
+                end_time=end_time
+            )
+            
+            if not actions_dicts:
+                return []
+            
+            # Convert to NodeActionRecord objects
+            node_actions = [NodeActionRecord.from_record(a) for a in actions_dicts]
+            
+            # Find available-cordoned action
+            cordoned_timestamp = None
+            for action in node_actions:
+                if action.Action == 'available-cordoned':
+                    cordoned_timestamp = action.Timestamp
+                    if isinstance(cordoned_timestamp, str):
+                        cordoned_timestamp = dt.fromisoformat(cordoned_timestamp.replace('Z', ''))
+                    print(f"Node {node_name} cordoned at {cordoned_timestamp}, checking for triaged actions")
+                    break
+            
+            if not cordoned_timestamp:
+                return []
+            
+            # Filter actions: find triaged actions between cordon and next available
+            # First, find next available action after cordon
+            next_available = None
+            triaged_actions = []
+            
+            for action in node_actions:
+                action_time = action.Timestamp
+                if isinstance(action_time, str):
+                    action_time = convert_timestamp(action_time, "datetime")
+                
+                # Find next available action
+                if (action.Action.endswith('-available') and 
+                    action.Action != 'available-cordoned' and
+                    action_time > cordoned_timestamp):
+                    if next_available is None or action_time < next_available:
+                        next_available = action_time
+                
+                # Collect triaged actions
+                if (action.Action in ['cordoned-triaged_platform', 'cordoned-triaged_hardware', 
+                                     'cordoned-triaged_user', 'cordoned-triaged_unknown'] and
+                    action_time >= cordoned_timestamp):
+                    if next_available is None or action_time <= next_available:
+                        triaged_actions.append(action)
+            
+            # Sort by timestamp
+            triaged_actions.sort(key=lambda a: a.Timestamp if not isinstance(a.Timestamp, str) 
+                                else convert_timestamp(a.Timestamp, "datetime"))
+            
+            return triaged_actions
+        
+        except Exception as e:
+            raise RuntimeError(f"Failed to find triaged actions: {str(e)}")
\ No newline at end of file
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_status/__init__.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_status/__init__.py
new file mode 100644
index 00000000..496d93e3
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_status/__init__.py
@@ -0,0 +1,8 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Node status feature module."""
+
+from .client import NodeStatusClient
+
+__all__ = ["NodeStatusClient"]
\ No newline at end of file
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_status/client.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_status/client.py
new file mode 100644
index 00000000..d4dc5e50
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/features/node_status/client.py
@@ -0,0 +1,392 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Node status client for PostgreSQL operations."""
+
+from typing import List, Optional, Dict, Any
+from datetime import datetime
+from sqlalchemy import select, and_, func
+from ...base import PostgreSQLBaseClient
+from ...models import NodeStatus as NodeStatusModel, NodeStatusAttributes as NodeStatusAttributesModel
+from ltp_storage.data_schema.node_status import NodeStatusRecord, NodeStatus, STATUS_METADATA, get_transition_action
+from ltp_storage.utils.time_util import convert_timestamp
+
+class NodeStatusClient(PostgreSQLBaseClient):
+    """Client for managing node status records in PostgreSQL."""
+    
+    def _insert_record(self, record: NodeStatusRecord) -> int:
+        """
+        Insert a node status record.
+
+        Args:
+            record: NodeStatusRecord to insert
+
+        Returns:
+            int: The ID of the inserted record
+
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        try:
+            session = self.get_session()
+            try:
+                status = NodeStatusModel(
+                    timestamp=record.Timestamp,
+                    hostname=record.HostName,
+                    node_id=record.NodeId,
+                    status=record.Status,
+                    endpoint=record.Endpoint
+                )
+                session.add(status)
+                session.commit()
+                session.refresh(status)
+                return status.id
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert node status record: {str(e)}")
+
+    def _insert_records_batch(self, records: List[NodeStatusRecord]) -> List[int]:
+        """
+        Insert multiple node status records in a batch.
+
+        Args:
+            records: List of NodeStatusRecord objects to insert
+
+        Returns:
+            List[int]: List of IDs of inserted records
+
+        Raises:
+            RuntimeError: If insertion fails
+        """
+        try:
+            session = self.get_session()
+            try:
+                statuses = [
+                    NodeStatusModel(
+                        timestamp=record.Timestamp,
+                        hostname=record.HostName,
+                        node_id=record.NodeId,
+                        status=record.Status,
+                        endpoint=record.Endpoint
+                    )
+                    for record in records
+                ]
+                session.add_all(statuses)
+                session.commit()
+                for status in statuses:
+                    session.refresh(status)
+                return [status.id for status in statuses]
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to insert node status records: {str(e)}")
+
+    def _query_records(
+        self,
+        hostname: Optional[str] = None,
+        node_id: Optional[str] = None,
+        status: Optional[str] = None,
+        start_time: Optional[datetime] = None,
+        end_time: Optional[datetime] = None,
+        limit: int = 1000,
+    ) -> List[Dict[str, Any]]:
+        """
+        Query node status records with filters.
+
+        Args:
+            hostname: Filter by hostname
+            node_id: Filter by node ID
+            status: Filter by status
+            start_time: Filter by start timestamp
+            end_time: Filter by end timestamp
+            limit: Maximum number of records to return
+
+        Returns:
+            List of status records as dictionaries
+        """
+        session = self.get_session()
+        try:
+            query = select(NodeStatusModel)
+
+            # Build filters
+            filters = []
+            if hostname:
+                filters.append(NodeStatusModel.hostname == hostname)
+            if node_id:
+                filters.append(NodeStatusModel.node_id == node_id)
+            if status:
+                filters.append(NodeStatusModel.status == status)
+            if start_time:
+                start_time = convert_timestamp(start_time, "datetime")
+                filters.append(NodeStatusModel.timestamp >= start_time)
+            if end_time:
+                end_time = convert_timestamp(end_time, "datetime")
+                filters.append(NodeStatusModel.timestamp <= end_time)
+
+            if filters:
+                query = query.where(and_(*filters))
+
+            # Order by timestamp descending and limit
+            query = query.order_by(NodeStatusModel.timestamp.desc()).limit(limit)
+
+            results = session.execute(query).scalars().all()
+            return [result.to_dict() for result in results]
+        finally:
+            session.close()
+
+    def _get_latest_record(
+        self, hostname: Optional[str] = None, node_id: Optional[str] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Get the latest status for a specific node.
+
+        Args:
+            hostname: Filter by hostname
+            node_id: Filter by node ID
+
+        Returns:
+            Latest status record as dictionary, or None if not found
+        """
+        session = self.get_session()
+        try:
+            query = select(NodeStatusModel)
+
+            filters = []
+            if hostname:
+                filters.append(NodeStatusModel.hostname == hostname)
+            if node_id:
+                filters.append(NodeStatusModel.node_id == node_id)
+
+            if filters:
+                query = query.where(and_(*filters))
+
+            query = query.order_by(NodeStatusModel.timestamp.desc()).limit(1)
+
+            result = session.execute(query).scalar_one_or_none()
+            return result.to_dict() if result else None
+        finally:
+            session.close()
+
+    # ===== Attribute Table Methods =====
+    
+    def update_attribute_table(self) -> None:
+        """
+        Update the NodeStatusAttributes table with current status metadata.
+        This populates the attribute table from the data_schema STATUS_METADATA.
+        """
+        try:
+            session = self.get_session()
+            try:
+                # Clear existing data
+                session.query(NodeStatusAttributesModel).delete()
+                
+                # Insert all status metadata
+                attributes = []
+                for status in NodeStatus:
+                    metadata = STATUS_METADATA.get(status.value)
+                    if metadata:
+                        attributes.append(NodeStatusAttributesModel(
+                            status=status.value,
+                            group=metadata.group.value,
+                            description=metadata.description
+                        ))
+                
+                session.add_all(attributes)
+                session.commit()
+            finally:
+                session.close()
+        except Exception as e:
+            raise RuntimeError(f"Failed to update attribute table: {str(e)}")
+    
+    def get_status_group(self, status: str) -> Optional[str]:
+        """
+        Get the group for a given status from the attribute table.
+        
+        Args:
+            status: The status to query
+            
+        Returns:
+            str: The group name, or None if not found
+        """
+        session = self.get_session()
+        try:
+            query = select(NodeStatusAttributesModel.group).where(
+                NodeStatusAttributesModel.status == status
+            )
+            result = session.execute(query).scalar_one_or_none()
+            return result
+        finally:
+            session.close()
+
+    # ===== Kusto-SDK Compatible Interface =====
+    # The following methods provide interface compatibility with the kusto-sdk
+    # used in alert-manager and other services
+
+    def get_transition_action(self, from_status: str, to_status: str) -> str:
+        """
+        Returns the action label for a transition from one status to another.
+        
+        This method provides compatibility with kusto-sdk interface.
+        
+        Args:
+            from_status: The current status
+            to_status: The target status
+            
+        Returns:
+            str: Action label in format "from_status-to_status"
+            
+        Example:
+            >>> client.get_transition_action("available", "cordoned")
+            'available-cordoned'
+        """
+        return get_transition_action(from_status, to_status)
+
+    def get_node_status(
+        self, hostname: str, timestamp: Optional[datetime] = None
+    ) -> Optional[NodeStatusRecord]:
+        """
+        Get node status at a specific time.
+        
+        This method provides compatibility with kusto-sdk interface.
+        
+        Args:
+            hostname: Hostname of the node
+            timestamp: Optional timestamp to query status at that point in time.
+                      If None, returns the latest status.
+                      
+        Returns:
+            NodeStatusRecord: Status record, or None if not found
+            
+        Raises:
+            RuntimeError: If query fails
+        """
+        try:
+            if timestamp is None:
+                # Get latest status
+                result = self._get_latest_record(hostname=hostname)
+            else:
+                # Get status at specific time
+                timestamp = convert_timestamp(timestamp, "datetime")
+                result_list = self._query_records(
+                    hostname=hostname,
+                    end_time=timestamp,
+                    limit=1
+                )
+                result = result_list[0] if result_list else None
+            
+            if not result:
+                return None
+                
+            return NodeStatusRecord.from_record(result)
+        except Exception as e:
+            raise RuntimeError(f"Failed to get node status: {str(e)}")
+
+    def update_node_status(
+        self,
+        hostname: str,
+        to_status: str,
+        timestamp: datetime
+    ) -> str:
+        """
+        Update node status.
+        
+        This method provides compatibility with kusto-sdk interface.
+        
+        Args:
+            hostname: Hostname of the node
+            to_status: Target status
+            timestamp: Timestamp of the status change
+            
+        Returns:
+            str: The new status
+            
+        Raises:
+            RuntimeError: If update fails
+        """
+        try:
+            # Create new status record (kusto-sdk compatible)
+            timestamp = convert_timestamp(timestamp, "datetime")
+            record = NodeStatusRecord(
+                Timestamp=timestamp,
+                HostName=hostname,
+                NodeId="",  # TODO:Will be filled by caller if needed
+                Status=to_status,
+                Endpoint=self.endpoint
+            )
+            
+            self._insert_record(record)
+            return to_status
+        except Exception as e:
+            raise RuntimeError(f"Failed to update node status: {str(e)}")
+
+    def get_nodes_by_status(
+        self,
+        status: str,
+        as_of_time: Optional[datetime] = None
+    ) -> List[NodeStatusRecord]:
+        """
+        Get all nodes whose latest/current status is exactly the specified status.
+        
+        This method provides compatibility with kusto-sdk interface.
+        
+        Args:
+            status: The status to filter nodes by
+            as_of_time: The reference time to check status.
+                       If not provided, uses current time.
+                       
+        Returns:
+            List[NodeStatusRecord]: List of node records whose latest status matches.
+                                Each record contains timestamp, hostname, status, node_id.
+                                
+        Example:
+            >>> client = NodeStatusClient()
+            >>> current_cordoned_nodes = client.get_nodes_by_status('cordoned')
+            >>> print(f"Found {len(current_cordoned_nodes)} nodes currently cordoned")
+        """
+        try:       
+            session = self.get_session()
+            try:
+                # Subquery to get latest timestamp for each hostname
+                if as_of_time:
+                    as_of_time = convert_timestamp(as_of_time, "datetime")
+                    subquery = (
+                        select(
+                            NodeStatusModel.hostname,
+                            func.max(NodeStatusModel.timestamp).label('max_timestamp')
+                        )
+                        .where(NodeStatusModel.timestamp <= as_of_time)
+                        .group_by(NodeStatusModel.hostname)
+                        .subquery()
+                    )
+                else:
+                    subquery = (
+                        select(
+                            NodeStatusModel.hostname,
+                            func.max(NodeStatusModel.timestamp).label('max_timestamp')
+                        )
+                        .group_by(NodeStatusModel.hostname)
+                        .subquery()
+                    )
+                
+                # Join to get full records with matching status
+                query = (
+                    select(NodeStatusModel)
+                    .join(
+                        subquery,
+                        and_(
+                            NodeStatusModel.hostname == subquery.c.hostname,
+                            NodeStatusModel.timestamp == subquery.c.max_timestamp
+                        )
+                    )
+                    .where(NodeStatusModel.status == status)
+                )
+                
+                results = session.execute(query).scalars().all()
+                return [NodeStatusRecord.from_record(result.to_dict()) for result in results]
+                
+            finally:
+                session.close()
+                
+        except Exception as e:
+            raise RuntimeError(f"Failed to get nodes by status: {str(e)}")
diff --git a/src/postgresql-sdk/sdk/ltp_postgresql_sdk/models.py b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/models.py
new file mode 100644
index 00000000..6bc9004b
--- /dev/null
+++ b/src/postgresql-sdk/sdk/ltp_postgresql_sdk/models.py
@@ -0,0 +1,360 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""SQLAlchemy models for all tables."""
+
+from datetime import datetime
+from sqlalchemy import Column, BigInteger, String, DateTime, Text, Index, Integer, Float
+from sqlalchemy.dialects.postgresql import JSONB
+from .database import Base
+
+
+class NodeAction(Base):
+    """
+    Represents an action record taken on a node.
+
+    Attributes:
+        id: Primary key
+        timestamp: The timestamp when the action was taken
+        hostname: The hostname of the node
+        node_id: The unique identifier of the node
+        action: The action taken on the node
+        reason: The reason for taking the action
+        detail: Additional details about the action
+        category: The category of the action
+        endpoint: The endpoint where the action was taken
+    """
+
+    __tablename__ = "node_actions"
+    __table_args__ = (
+        Index("idx_node_actions_hostname", "hostname"),
+        Index("idx_node_actions_node_id", "node_id"),
+        Index("idx_node_actions_timestamp", "timestamp"),
+        Index("idx_node_actions_action", "action"),
+        {"schema": "ltp_sdk"},
+    )
+
+    id = Column(BigInteger, primary_key=True, autoincrement=True)
+    timestamp = Column(DateTime(timezone=True), nullable=False, index=True)
+    hostname = Column(String(255), nullable=False)
+    node_id = Column(String(255), nullable=False)
+    action = Column(String(255), nullable=False)
+    reason = Column(Text, nullable=False)
+    detail = Column(Text, nullable=False)
+    category = Column(String(255), nullable=False)
+    endpoint = Column(String(255), nullable=False)
+
+    def to_dict(self):
+        """Convert model to dictionary."""
+        return {
+            "id": self.id,
+            "timestamp": self.timestamp.isoformat() if self.timestamp else None,
+            "hostname": self.hostname,
+            "node_id": self.node_id,
+            "action": self.action,
+            "reason": self.reason,
+            "detail": self.detail,
+            "category": self.category,
+            "endpoint": self.endpoint,
+        }
+
+
+class NodeStatus(Base):
+    """
+    Represents the status of a node.
+
+    Attributes:
+        id: Primary key
+        timestamp: The timestamp when the status was recorded
+        hostname: The hostname of the node
+        node_id: The unique identifier of the node
+        status: The current status of the node
+        endpoint: The endpoint/cluster identifier
+    """
+
+    __tablename__ = "node_status"
+    __table_args__ = (
+        Index("idx_node_status_hostname", "hostname"),
+        Index("idx_node_status_node_id", "node_id"),
+        Index("idx_node_status_timestamp", "timestamp"),
+        Index("idx_node_status_status", "status"),
+        {"schema": "ltp_sdk"},
+    )
+
+    id = Column(BigInteger, primary_key=True, autoincrement=True)
+    timestamp = Column(DateTime(timezone=True), nullable=False, index=True)
+    hostname = Column(String(255), nullable=False)
+    node_id = Column(String(255), nullable=False)
+    status = Column(String(255), nullable=False)
+    endpoint = Column(String(255), nullable=False)
+
+    def to_dict(self):
+        """Convert model to dictionary."""
+        return {
+            "id": self.id,
+            "timestamp": self.timestamp.isoformat() if self.timestamp else None,
+            "hostname": self.hostname,
+            "node_id": self.node_id,
+            "status": self.status,
+            "endpoint": self.endpoint,
+        }
+
+
+class JobSummary(Base):
+    """
+    Represents a job summary record.
+
+    Attributes:
+        id: Primary key
+        job_id: Job identifier
+        job_hash: Job hash
+        job_name: Job name
+        user_name: User who submitted the job
+        job_state: Current job state
+        retry_count: Number of retries
+        attempt_id: Attempt identifier
+        retry_details: Retry details as JSONB
+        virtual_cluster: Virtual cluster name
+        total_gpu_count: Total number of GPUs
+        job_priority: Job priority
+        job_duration_hours: Job duration in hours
+        total_gpu_hours: Total GPU hours
+        idle_gpu_hours: Idle GPU hours
+        effective_gpu_hours: Effective GPU hours
+        submission_time: Job submission time
+        launch_time: Job launch time
+        completion_time: Job completion time
+        created_datetime: Record creation datetime
+        idle_gpu_percentage: Idle GPU percentage
+        assigned_gpu_utilization: Assigned GPU utilization
+        effective_gpu_utilization: Effective GPU utilization
+        exit_reason: Exit reason
+        exit_category: Exit category
+        time_generated: Time when record was generated
+        endpoint: Service endpoint
+    """
+
+    __tablename__ = "job_summary"
+    __table_args__ = (
+        Index("idx_job_summary_job_id", "job_id"),
+        Index("idx_job_summary_job_hash", "job_hash"),
+        Index("idx_job_summary_user_name", "user_name"),
+        Index("idx_job_summary_job_state", "job_state"),
+        Index("idx_job_summary_submission_time", "submission_time"),
+        Index("idx_job_summary_completion_time", "completion_time"),
+        Index("idx_job_summary_virtual_cluster", "virtual_cluster"),
+        {"schema": "ltp_sdk"},
+    )
+
+    id = Column(BigInteger, primary_key=True, autoincrement=True)
+    job_id = Column(String(255), nullable=False)
+    job_hash = Column(String(255), nullable=True)
+    job_name = Column(String(255), nullable=True)
+    user_name = Column(String(255), nullable=True)
+    job_state = Column(String(100), nullable=True)
+    retry_count = Column(Integer, nullable=True)
+    attempt_id = Column(Integer, nullable=True)
+    retry_details = Column(JSONB, nullable=True)
+    virtual_cluster = Column(String(255), nullable=True)
+    total_gpu_count = Column(Integer, nullable=True)
+    job_priority = Column(String(100), nullable=True)
+    job_duration_hours = Column(Float, nullable=True)
+    total_gpu_hours = Column(Float, nullable=True)
+    idle_gpu_hours = Column(Float, nullable=True)
+    effective_gpu_hours = Column(Float, nullable=True)
+    submission_time = Column(DateTime(timezone=True), nullable=True)
+    launch_time = Column(DateTime(timezone=True), nullable=True)
+    completion_time = Column(DateTime(timezone=True), nullable=True)
+    created_datetime = Column(DateTime(timezone=True), nullable=False, default=datetime.utcnow)
+    idle_gpu_percentage = Column(Float, nullable=True)
+    assigned_gpu_utilization = Column(Float, nullable=True)
+    effective_gpu_utilization = Column(Float, nullable=True)
+    exit_reason = Column(Text, nullable=True)
+    exit_category = Column(String(255), nullable=True)
+    time_generated = Column(DateTime(timezone=True), nullable=True)
+    endpoint = Column(String(255), nullable=True)
+
+    def to_dict(self):
+        """Convert model to dictionary."""
+        return {
+            "id": self.id,
+            "job_id": self.job_id,
+            "job_hash": self.job_hash,
+            "job_name": self.job_name,
+            "user_name": self.user_name,
+            "job_state": self.job_state,
+            "retry_count": self.retry_count,
+            "attempt_id": self.attempt_id,
+            "retry_details": self.retry_details,
+            "virtual_cluster": self.virtual_cluster,
+            "total_gpu_count": self.total_gpu_count,
+            "job_priority": self.job_priority,
+            "job_duration_hours": self.job_duration_hours,
+            "total_gpu_hours": self.total_gpu_hours,
+            "idle_gpu_hours": self.idle_gpu_hours,
+            "effective_gpu_hours": self.effective_gpu_hours,
+            "submission_time": self.submission_time.isoformat() if self.submission_time else None,
+            "launch_time": self.launch_time.isoformat() if self.launch_time else None,
+            "completion_time": self.completion_time.isoformat() if self.completion_time else None,
+            "created_datetime": self.created_datetime.isoformat() if self.created_datetime else None,
+            "idle_gpu_percentage": self.idle_gpu_percentage,
+            "assigned_gpu_utilization": self.assigned_gpu_utilization,
+            "effective_gpu_utilization": self.effective_gpu_utilization,
+            "exit_reason": self.exit_reason,
+            "exit_category": self.exit_category,
+            "time_generated": self.time_generated.isoformat() if self.time_generated else None,
+            "endpoint": self.endpoint,
+        }
+
+
+class JobReactTime(Base):
+    """
+    Represents a job reaction time record.
+
+    Attributes:
+        id: Primary key
+        job_id: Job identifier
+        react_time: Reaction time in seconds
+        job_hash: Job hash
+        time_generated: Time when record was generated
+        endpoint: Service endpoint
+    """
+
+    __tablename__ = "job_react_time"
+    __table_args__ = (
+        Index("idx_job_react_time_job_id", "job_id"),
+        Index("idx_job_react_time_job_hash", "job_hash"),
+        Index("idx_job_react_time_time_generated", "time_generated"),
+        {"schema": "ltp_sdk"},
+    )
+
+    id = Column(BigInteger, primary_key=True, autoincrement=True)
+    job_id = Column(String(255), nullable=False)
+    react_time = Column(Float, nullable=True)
+    job_hash = Column(String(255), nullable=True)
+    time_generated = Column(DateTime(timezone=True), nullable=True)
+    endpoint = Column(String(255), nullable=True)
+
+    def to_dict(self):
+        """Convert model to dictionary."""
+        return {
+            "id": self.id,
+            "job_id": self.job_id,
+            "react_time": self.react_time,
+            "job_hash": self.job_hash,
+            "time_generated": self.time_generated.isoformat() if self.time_generated else None,
+            "endpoint": self.endpoint,
+        }
+
+
+class NodeStatusAttributes(Base):
+    """
+    Represents node status attributes (metadata).
+
+    Attributes:
+        id: Primary key
+        status: The status name
+        group: The group/category the status belongs to
+        description: Description of the status
+    """
+
+    __tablename__ = "node_status_attributes"
+    __table_args__ = (
+        Index("idx_node_status_attributes_status", "status", unique=True),
+        {"schema": "ltp_sdk"},
+    )
+
+    id = Column(BigInteger, primary_key=True, autoincrement=True)
+    status = Column(String(255), nullable=False, unique=True)
+    group = Column(String(255), nullable=False)
+    description = Column(Text, nullable=False)
+
+    def to_dict(self):
+        """Convert model to dictionary."""
+        return {
+            "id": self.id,
+            "status": self.status,
+            "group": self.group,
+            "description": self.description,
+        }
+
+
+class NodeActionAttributes(Base):
+    """
+    Represents node action attributes (metadata).
+
+    Attributes:
+        id: Primary key
+        action: The action name
+        phase: The phase/category of the action
+    """
+
+    __tablename__ = "node_action_attributes"
+    __table_args__ = (
+        Index("idx_node_action_attributes_action", "action", unique=True),
+        {"schema": "ltp_sdk"},
+    )
+
+    id = Column(BigInteger, primary_key=True, autoincrement=True)
+    action = Column(String(255), nullable=False, unique=True)
+    phase = Column(String(255), nullable=False)
+
+    def to_dict(self):
+        """Convert model to dictionary."""
+        return {
+            "id": self.id,
+            "action": self.action,
+            "phase": self.phase,
+        }
+
+
+class AlertRecord(Base):
+    """
+    Represents an alert/monitoring event record.
+
+    Attributes:
+        id: Primary key
+        timestamp: When the alert was generated
+        alertname: Name of the alert (e.g., NvidiaSmiFailed, NodeNotReady)
+        severity: Alert severity (critical, warning, info)
+        summary: Brief alert summary
+        node_name: Node hostname that triggered the alert
+        labels: Additional labels as JSONB
+        annotations: Alert annotations as JSONB
+        endpoint: Cluster/endpoint identifier
+    """
+
+    __tablename__ = "alert_records"
+    __table_args__ = (
+        Index("idx_alert_records_timestamp", "timestamp"),
+        Index("idx_alert_records_node_name", "node_name"),
+        Index("idx_alert_records_alertname", "alertname"),
+        Index("idx_alert_records_endpoint", "endpoint"),
+        Index("idx_alert_records_severity", "severity"),
+        {"schema": "ltp_sdk"},
+    )
+
+    id = Column(BigInteger, primary_key=True, autoincrement=True)
+    timestamp = Column(DateTime(timezone=True), nullable=False, index=True)
+    alertname = Column(String(255), nullable=False)
+    severity = Column(String(50), nullable=False)
+    summary = Column(Text, nullable=False)
+    node_name = Column(String(255), nullable=True)
+    labels = Column(JSONB, nullable=True)
+    annotations = Column(JSONB, nullable=True)
+    endpoint = Column(String(255), nullable=False)
+
+    def to_dict(self):
+        """Convert model to dictionary."""
+        return {
+            "id": self.id,
+            "timestamp": self.timestamp.isoformat() if self.timestamp else None,
+            "alertname": self.alertname,
+            "severity": self.severity,
+            "summary": self.summary,
+            "node_name": self.node_name,
+            "labels": self.labels,
+            "annotations": self.annotations,
+            "endpoint": self.endpoint,
+        }
+
diff --git a/src/postgresql-sdk/sdk/requirements.txt b/src/postgresql-sdk/sdk/requirements.txt
new file mode 100644
index 00000000..5e809295
--- /dev/null
+++ b/src/postgresql-sdk/sdk/requirements.txt
@@ -0,0 +1,14 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# Core dependencies
+sqlalchemy>=2.0.0
+psycopg2-binary>=2.9.0
+alembic>=1.12.0
+python-dateutil>=2.8.0
+
+# Development dependencies
+pytest>=7.0.0
+pytest-cov>=4.0.0
+
+./ltp-storage-common
diff --git a/src/postgresql-sdk/sdk/setup.py b/src/postgresql-sdk/sdk/setup.py
new file mode 100644
index 00000000..9f6f433a
--- /dev/null
+++ b/src/postgresql-sdk/sdk/setup.py
@@ -0,0 +1,39 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+from setuptools import setup, find_packages
+
+setup(
+    name="ltp-postgresql-sdk",
+    version="0.1.0",
+    packages=find_packages(),
+    package_dir={"ltp_postgresql_sdk": "ltp_postgresql_sdk"},
+    install_requires=[
+        "ltp-storage-common",  # Shared data schemas and interfaces
+        "sqlalchemy>=2.0.0",
+        "psycopg2-binary>=2.9.0",
+        "alembic>=1.12.0",
+        "python-dateutil>=2.8.0",
+    ],
+    extras_require={
+        "dev": [
+            "pytest>=7.0.0",
+            "pytest-cov>=4.0.0",
+        ]
+    },
+    python_requires=">=3.8",
+    description="A Python SDK for PostgreSQL database operations in LTP platform.",
+    classifiers=[
+        "Development Status :: 3 - Alpha",
+        "Intended Audience :: Developers",
+        "License :: OSI Approved :: MIT License",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
+    ],
+)
+
+
+
diff --git a/src/postgresql-sdk/src/__init__.py b/src/postgresql-sdk/src/__init__.py
new file mode 100644
index 00000000..10ddc61b
--- /dev/null
+++ b/src/postgresql-sdk/src/__init__.py
@@ -0,0 +1,8 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""PostgreSQL SDK Service - Schema management and client library."""
+
+__version__ = "1.0.0"
+
+
diff --git a/src/postgresql-sdk/src/alembic.ini b/src/postgresql-sdk/src/alembic.ini
new file mode 100644
index 00000000..ed191c48
--- /dev/null
+++ b/src/postgresql-sdk/src/alembic.ini
@@ -0,0 +1,118 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts
+script_location = alembic
+
+# template used to generate migration files
+# file_template = %%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.
+prepend_sys_path = .
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the python-dateutil library that can be
+# installed by adding `alembic[tz]` to the pip requirements
+# string value is passed to dateutil.tz.gettz()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the
+# "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to alembic/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "version_path_separator" below.
+# version_locations = %(here)s/bar:%(here)s/bat:alembic/versions
+
+# version path separator; As mentioned above, this is the character used to split
+# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
+# If this key is omitted entirely, it falls back to the legacy behavior of splitting on spaces and/or commas.
+# Valid values for version_path_separator are:
+#
+# version_path_separator = :
+# version_path_separator = ;
+# version_path_separator = space
+version_path_separator = os  # Use os.pathsep. Default configuration used for new projects.
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+# Connection string is set via POSTGRES_CONNECTION_STR environment variable
+# This is just a placeholder - the actual connection string should never be hardcoded
+# Format: postgresql://user:password@host:port/database
+sqlalchemy.url = postgresql://user:password@host:port/database
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# lint with attempts to fix using "ruff" - use the exec runner, execute a binary
+# hooks = ruff
+# ruff.type = exec
+# ruff.executable = %(here)s/.venv/bin/ruff
+# ruff.options = --fix REVISION_SCRIPT_FILENAME
+
+# Logging configuration
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARN
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARN
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S
+
+
diff --git a/src/postgresql-sdk/src/alembic/env.py b/src/postgresql-sdk/src/alembic/env.py
new file mode 100644
index 00000000..a893eb22
--- /dev/null
+++ b/src/postgresql-sdk/src/alembic/env.py
@@ -0,0 +1,115 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Alembic environment configuration."""
+
+import os
+from logging.config import fileConfig
+
+from sqlalchemy import engine_from_config
+from sqlalchemy import pool
+from sqlalchemy import text
+
+from alembic import context
+
+# Import your models' Base
+import sys
+sys.path.insert(0, os.path.dirname(os.path.dirname(__file__)))
+
+from ltp_postgresql_sdk.database import Base
+from ltp_postgresql_sdk import models  # noqa: F401 - Import to register models
+
+# this is the Alembic Config object, which provides
+# access to the values within the .ini file in use.
+config = context.config
+
+# Interpret the config file for Python logging.
+# This line sets up loggers basically.
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+# add your model's MetaData object here
+# for 'autogenerate' support
+target_metadata = Base.metadata
+
+# Override sqlalchemy.url from environment variable if present
+connection_str = os.getenv("POSTGRES_CONNECTION_STR")
+if connection_str:
+    config.set_main_option("sqlalchemy.url", connection_str)
+
+# Get schema name from environment or use default
+SCHEMA = os.getenv("POSTGRES_SCHEMA", "ltp_sdk")
+
+
+def include_object(object, name, type_, reflected, compare_to):
+    """
+    Filter objects to only include those in our schema.
+    """
+    if type_ == "table":
+        return object.schema == SCHEMA
+    return True
+
+
+def run_migrations_offline() -> None:
+    """Run migrations in 'offline' mode.
+
+    This configures the context with just a URL
+    and not an Engine, though an Engine is acceptable
+    here as well.  By skipping the Engine creation
+    we don't even need a DBAPI to be available.
+
+    Calls to context.execute() here emit the given string to the
+    script output.
+
+    """
+    url = config.get_main_option("sqlalchemy.url")
+    context.configure(
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+        include_schemas=True,
+        include_object=include_object,
+        version_table_schema=SCHEMA,
+    )
+
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+def run_migrations_online() -> None:
+    """Run migrations in 'online' mode.
+
+    In this scenario we need to create an Engine
+    and associate a connection with the context.
+
+    """
+    connectable = engine_from_config(
+        config.get_section(config.config_ini_section, {}),
+        prefix="sqlalchemy.",
+        poolclass=pool.NullPool,
+    )
+
+    with connectable.connect() as connection:
+        # Ensure schema exists before running migrations
+        connection.execute(text(f"CREATE SCHEMA IF NOT EXISTS {SCHEMA}"))
+        connection.commit()
+
+        context.configure(
+            connection=connection,
+            target_metadata=target_metadata,
+            include_schemas=True,
+            include_object=include_object,
+            version_table_schema=SCHEMA,
+        )
+
+        with context.begin_transaction():
+            context.run_migrations()
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    run_migrations_online()
+
+
diff --git a/src/postgresql-sdk/src/alembic/script.py.mako b/src/postgresql-sdk/src/alembic/script.py.mako
new file mode 100644
index 00000000..f3321d01
--- /dev/null
+++ b/src/postgresql-sdk/src/alembic/script.py.mako
@@ -0,0 +1,28 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+    ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+    ${downgrades if downgrades else "pass"}
+
+
diff --git a/src/postgresql-sdk/src/schema_manager.py b/src/postgresql-sdk/src/schema_manager.py
new file mode 100644
index 00000000..e88ae024
--- /dev/null
+++ b/src/postgresql-sdk/src/schema_manager.py
@@ -0,0 +1,503 @@
+#!/usr/bin/env python3
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Schema manager service for postgresql-sdk."""
+
+import os
+import sys
+import logging
+import subprocess
+from pathlib import Path
+from datetime import datetime
+from alembic.config import Config
+from alembic import command
+from sqlalchemy import create_engine, text
+
+from ltp_postgresql_sdk.database import Base, DatabaseManager
+# Import all model classes to register them with Base
+from ltp_postgresql_sdk.models import (
+    NodeAction,
+    NodeStatus,
+    JobSummary,
+    JobReactTime,
+    NodeStatusAttributes,
+    NodeActionAttributes,
+    AlertRecord,
+)  
+
+# Setup logging
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+)
+logger = logging.getLogger(__name__)
+
+
+class SchemaManager:
+    """Manages schema initialization and migrations for postgresql-sdk."""
+
+    def __init__(self, connection_str=None, schema="ltp_sdk"):
+        """
+        Initialize the schema manager.
+
+        Args:
+            connection_str: PostgreSQL connection string
+            schema: Schema name to manage (default: ltp_sdk)
+        """
+        self.connection_str = connection_str or os.getenv(
+            "POSTGRES_CONNECTION_STR",
+            "postgresql://user:password@host:port/database",
+        )
+        self.schema = schema
+        self.engine = create_engine(self.connection_str, pool_pre_ping=True)
+        
+        # Get the service directory (contains alembic.ini and src/alembic/)
+        self.service_dir = Path(__file__).parent.parent
+        self.alembic_ini = self.service_dir / "alembic.ini"
+        self.alembic_dir = Path(__file__).parent / "alembic"
+    
+    def stamp_head(self):
+        """Stamp database with current head revision."""
+        try:
+            cfg = Config(str(self.alembic_ini))
+            cfg.set_main_option("sqlalchemy.url", self.connection_str)
+            os.environ["POSTGRES_SCHEMA"] = self.schema
+            command.stamp(cfg, "head")
+            logger.info("✓ Stamped database to head revision")
+            return True
+        except Exception as e:
+            logger.error(f"✗ Failed to stamp database: {e}")
+            return False
+    
+    def has_alembic_version(self):
+        """Check if alembic_version table exists in schema."""
+        try:
+            with self.engine.connect() as conn:
+                result = conn.execute(text(
+                    f"SELECT COUNT(*) FROM information_schema.tables WHERE table_schema = '{self.schema}' AND table_name = 'alembic_version'"
+                ))
+                return result.scalar() > 0
+        except Exception:
+            return False
+
+    def check_connection(self):
+        """Check database connectivity."""
+        try:
+            with self.engine.connect() as conn:
+                result = conn.execute(text("SELECT version()"))
+                version = result.scalar()
+                logger.info(f"✓ Connected to PostgreSQL: {version}")
+                return True
+        except Exception as e:
+            logger.error(f"✗ Failed to connect to database: {e}")
+            return False
+
+    def ensure_schema(self):
+        """Ensure the schema exists."""
+        try:
+            with self.engine.connect() as conn:
+                conn.execute(text(f"CREATE SCHEMA IF NOT EXISTS {self.schema}"))
+                conn.commit()
+                logger.info(f"✓ Schema '{self.schema}' ensured")
+                return True
+        except Exception as e:
+            logger.error(f"✗ Failed to create schema: {e}")
+            return False
+
+    def get_current_revision(self):
+        """Get current Alembic revision."""
+        try:
+            alembic_cfg = Config(str(self.alembic_ini))
+            alembic_cfg.set_main_option("sqlalchemy.url", self.connection_str)
+            
+            # Import here to avoid circular imports
+            from alembic.script import ScriptDirectory
+            from alembic.runtime.migration import MigrationContext
+            
+            script = ScriptDirectory.from_config(alembic_cfg)
+            
+            with self.engine.connect() as conn:
+                conn.execute(text(f"SET search_path TO {self.schema}, public"))
+                context = MigrationContext.configure(conn)
+                current_rev = context.get_current_revision()
+            
+            # Get head revision from migration scripts
+            head_rev = script.get_current_head()
+            
+            if current_rev:
+                logger.info(f"✓ Current revision: {current_rev}")
+            else:
+                logger.info("✓ No migrations applied yet (fresh database or stamped to empty head)")
+            
+            return {"current": current_rev, "head": head_rev}
+        except Exception as e:
+            logger.warning(f"⚠ Could not get current revision: {e}")
+            return None
+
+    def init_schema(self, force=False):
+        """
+        Initialize schema and tables.
+
+        Args:
+            force: If True, drop all tables and recreate (WARNING: destructive)
+        """
+        try:
+            logger.info("Initializing schema...")
+            
+            # Ensure schema exists
+            if not self.ensure_schema():
+                return False
+        
+            
+            # Verify models are registered
+            logger.info(f"Registered models: {list(Base.metadata.tables.keys())}")
+            
+            # If force=True, explicitly drop alembic_version table as well
+            # (Base.metadata.drop_all() doesn't drop it since it's not a model table)
+            if force:
+                logger.info("Force mode: dropping all tables including alembic_version...")
+                with self.engine.connect() as conn:
+                    # Drop alembic_version table if it exists
+                    conn.execute(text(
+                        f"DROP TABLE IF EXISTS {self.schema}.alembic_version CASCADE"
+                    ))
+                    conn.commit()
+            
+            # Initialize database
+            db_manager = DatabaseManager(
+                connection_str=self.connection_str,
+                schema=self.schema
+            )
+            
+            logger.info("Creating tables...")
+            db_manager.init_db(force=force)
+            logger.info("✓ Tables created")
+            
+            logger.info("Stamping database to head revision...")
+            self.stamp_head()
+            
+            logger.info("✓ Schema initialized successfully")
+            return True
+            
+        except Exception as e:
+            logger.error(f"✗ Failed to initialize schema: {e}")
+            import traceback
+            traceback.print_exc()
+            return False
+
+    def upgrade(self, revision="head"):
+        """
+        Upgrade database to a specific revision.
+
+        Args:
+            revision: Target revision (default: "head" for latest)
+        """
+        try:
+            logger.info(f"Upgrading database to revision: {revision}")
+            
+            alembic_cfg = Config(str(self.alembic_ini))
+            alembic_cfg.set_main_option("sqlalchemy.url", self.connection_str)
+            
+            # Set schema environment variable for Alembic
+            os.environ["POSTGRES_SCHEMA"] = self.schema
+            
+            command.upgrade(alembic_cfg, revision)
+            
+            logger.info(f"✓ Database upgraded to {revision}")
+            return True
+            
+        except Exception as e:
+            logger.error(f"✗ Failed to upgrade database: {e}")
+            import traceback
+            traceback.print_exc()
+            return False
+
+    def downgrade(self, revision):
+        """
+        Downgrade database to a specific revision.
+
+        Args:
+            revision: Target revision
+        """
+        try:
+            logger.info(f"Downgrading database to revision: {revision}")
+            
+            alembic_cfg = Config(str(self.alembic_ini))
+            alembic_cfg.set_main_option("sqlalchemy.url", self.connection_str)
+            
+            os.environ["POSTGRES_SCHEMA"] = self.schema
+            
+            command.downgrade(alembic_cfg, revision)
+            
+            logger.info(f"✓ Database downgraded to {revision}")
+            return True
+            
+        except Exception as e:
+            logger.error(f"✗ Failed to downgrade database: {e}")
+            import traceback
+            traceback.print_exc()
+            return False
+
+    def generate_migration(self, message):
+        """
+        Generate a new migration script.
+
+        Args:
+            message: Migration description
+        """
+        try:
+            logger.info(f"Generating migration: {message}")
+            
+            alembic_cfg = Config(str(self.alembic_ini))
+            alembic_cfg.set_main_option("sqlalchemy.url", self.connection_str)
+            
+            os.environ["POSTGRES_SCHEMA"] = self.schema
+            
+            command.revision(alembic_cfg, message=message, autogenerate=True)
+            
+            logger.info(f"✓ Migration generated: {message}")
+            return True
+            
+        except Exception as e:
+            logger.error(f"✗ Failed to generate migration: {e}")
+            import traceback
+            traceback.print_exc()
+            return False
+
+    def get_migration_history(self):
+        """Get migration history."""
+        try:
+            alembic_cfg = Config(str(self.alembic_ini))
+            alembic_cfg.set_main_option("sqlalchemy.url", self.connection_str)
+            
+            from alembic.script import ScriptDirectory
+            from alembic.runtime.migration import MigrationContext
+            
+            script = ScriptDirectory.from_config(alembic_cfg)
+            
+            with self.engine.connect() as conn:
+                context = MigrationContext.configure(conn)
+                current_rev = context.get_current_revision()
+            
+            history = []
+            for rev in script.walk_revisions():
+                is_current = (rev.revision == current_rev)
+                history.append({
+                    "revision": rev.revision,
+                    "down_revision": rev.down_revision,
+                    "message": rev.doc,
+                    "is_current": is_current
+                })
+            
+            return history
+            
+        except Exception as e:
+            logger.warning(f"⚠ Could not get migration history: {e}")
+            return []
+
+    def health_check(self):
+        """Perform health check."""
+        checks = {
+            "database_connection": False,
+            "schema_exists": False,
+            "tables_exist": False,
+            "migrations_current": False
+        }
+        
+        try:
+            # Check database connection
+            checks["database_connection"] = self.check_connection()
+            
+            if checks["database_connection"]:
+                # Check schema exists
+                with self.engine.connect() as conn:
+                    result = conn.execute(text(
+                        f"SELECT schema_name FROM information_schema.schemata WHERE schema_name = '{self.schema}'"
+                    ))
+                    checks["schema_exists"] = result.scalar() is not None
+                
+                # Check tables exist and get names in single query
+                if checks["schema_exists"]:
+                    with self.engine.connect() as conn:
+                        result = conn.execute(text(
+                            f"SELECT table_name FROM information_schema.tables WHERE table_schema = '{self.schema}' ORDER BY table_name"
+                        ))
+                        table_names = [row[0] for row in result.fetchall()]
+                        table_count = len(table_names)
+                        checks["tables_exist"] = table_count > 0
+                        
+                        if table_count > 0:
+                            logger.info(f"✓ Found {table_count} tables in schema '{self.schema}': {', '.join(table_names)}")
+                            
+                            # Log each table's schema (columns)
+                            for table_name in table_names:
+                                with self.engine.connect() as conn:
+                                    result = conn.execute(text(f"""
+                                        SELECT column_name, data_type, is_nullable, column_default
+                                        FROM information_schema.columns
+                                        WHERE table_schema = '{self.schema}' AND table_name = '{table_name}'
+                                        ORDER BY ordinal_position
+                                    """))
+                                    columns = result.fetchall()
+                                    logger.info(f"  Table '{table_name}' ({len(columns)} columns):")
+                                    for col in columns:
+                                        nullable = "NULL" if col[2] == "YES" else "NOT NULL"
+                                        default = f" DEFAULT {col[3]}" if col[3] else ""
+                                        logger.info(f"    - {col[0]}: {col[1]} {nullable}{default}")
+                        else:
+                            logger.info(f"⚠ No tables found in schema '{self.schema}'")
+                
+                # Check migrations
+                rev_info = self.get_current_revision()
+                if rev_info:
+                    current = rev_info.get("current")
+                    head = rev_info.get("head")
+                    
+                    # PASS if:
+                    # 1. current == head (up to date)
+                    # 2. head is None (no migrations exist yet, stamped to empty head is OK)
+                    # 3. current is None but alembic_version table exists (stamped but no migrations)
+                    if head is None:
+                        # No migration files yet - consider this valid
+                        checks["migrations_current"] = self.has_alembic_version()
+                        if checks["migrations_current"]:
+                            logger.info("✓ No migration files yet, but version tracking is in place")
+                    elif current == head:
+                        checks["migrations_current"] = True
+                        logger.info(f"✓ Migrations up to date at revision: {current}")
+                    else:
+                        checks["migrations_current"] = False
+                        logger.warning(f"⚠ Migration mismatch - current: {current}, head: {head}")
+                else:
+                    checks["migrations_current"] = False
+            
+            return checks
+            
+        except Exception as e:
+            logger.error(f"✗ Health check failed: {e}")
+            return checks
+
+
+def main():
+    """Main entry point for schema manager CLI."""
+    import argparse
+    
+    parser = argparse.ArgumentParser(description="PostgreSQL SDK Schema Manager")
+    parser.add_argument(
+        "command",
+        choices=["init", "upgrade", "downgrade", "check", "history", "generate", "sync"],
+        help="Command to execute"
+    )
+    parser.add_argument(
+        "--revision",
+        default="head",
+        help="Target revision (for upgrade/downgrade)"
+    )
+    parser.add_argument(
+        "--message", "-m",
+        help="Migration message (for generate)"
+    )
+    parser.add_argument(
+        "--force",
+        action="store_true",
+        help="Force operation (destructive, use with caution)"
+    )
+    parser.add_argument(
+        "--schema",
+        default="ltp_sdk",
+        help="Schema name (default: ltp_sdk)"
+    )
+    
+    args = parser.parse_args()
+    
+    logger.info("=" * 60)
+    logger.info("PostgreSQL SDK Schema Manager")
+    logger.info("=" * 60)
+    
+    manager = SchemaManager(schema=args.schema)
+    
+    success = False
+    
+    if args.command == "init":
+        success = manager.init_schema(force=args.force)
+    
+    elif args.command == "upgrade":
+        success = manager.upgrade(args.revision)
+    
+    elif args.command == "downgrade":
+        if not args.revision or args.revision == "head":
+            logger.error("Downgrade requires a specific revision")
+            sys.exit(1)
+        success = manager.downgrade(args.revision)
+    
+    elif args.command == "check":
+        checks = manager.health_check()
+        logger.info("\nHealth Check Results:")
+        for check_name, status in checks.items():
+            status_str = "PASS" if status else "FAIL"
+            logger.info(f"  {check_name}: {status_str}")
+        success = all(checks.values())
+    
+    elif args.command == "history":
+        history = manager.get_migration_history()
+        if history:
+            logger.info("\nMigration History:")
+            for h in history:
+                current = " (CURRENT)" if h['is_current'] else ""
+                logger.info(f"  {h['revision']}: {h['message']}{current}")
+        else:
+            logger.info("No migration history found")
+        success = True
+    
+    elif args.command == "generate":
+        if not args.message:
+            logger.error("Generate requires --message")
+            sys.exit(1)
+        success = manager.generate_migration(args.message)
+    
+    elif args.command == "sync":
+        # Smart sync: init if needed, otherwise upgrade
+        logger.info("Running smart sync (init or upgrade as needed)...")
+        manager.ensure_schema()
+        
+        # Check if tables exist
+        with manager.engine.connect() as conn:
+            result = conn.execute(text(
+                f"SELECT COUNT(*) FROM information_schema.tables WHERE table_schema = '{args.schema}'"
+            ))
+            table_count = result.scalar()
+        
+        if table_count == 0:
+            # No tables, do init
+            logger.info("No tables found, running init...")
+            success = manager.init_schema()
+        elif not manager.has_alembic_version():
+            # Tables exist but no versioning - stamp to head
+            logger.info("Tables exist but no version tracking, stamping to head...")
+            success = manager.stamp_head()
+        else:
+            # Tables and version exist, determine current revision state
+            rev_info = manager.get_current_revision() or {}
+            current_rev = rev_info.get("current")
+            head_rev = rev_info.get("head")
+
+            if current_rev is None and head_rev is not None:
+                logger.info("Version table present but no revision recorded, stamping to head...")
+                success = manager.stamp_head()
+            else:
+                logger.info("Schema exists with version tracking, running upgrade...")
+                success = manager.upgrade()
+    
+    if success:
+        logger.info("Operation completed successfully")
+        sys.exit(0)
+    else:
+        logger.error("Operation failed")
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()
+
+
diff --git a/src/postgresql-sdk/tests/__init__.py b/src/postgresql-sdk/tests/__init__.py
new file mode 100644
index 00000000..f6dc736a
--- /dev/null
+++ b/src/postgresql-sdk/tests/__init__.py
@@ -0,0 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Tests for the LTP PostgreSQL SDK."""
+
+
diff --git a/src/postgresql-sdk/tests/test_alert_client.py b/src/postgresql-sdk/tests/test_alert_client.py
new file mode 100644
index 00000000..8abbaaae
--- /dev/null
+++ b/src/postgresql-sdk/tests/test_alert_client.py
@@ -0,0 +1,81 @@
+import os
+from datetime import datetime, timedelta
+
+import pytest
+
+from ltp_postgresql_sdk import AlertClient
+from ltp_postgresql_sdk.models import AlertRecord as AlertRecordModel
+from ltp_storage.data_schema.alert_records import AlertRecordData
+
+
+@pytest.fixture
+def client():
+    os.environ.setdefault("CLUSTER_ID", "test-cluster")
+    client = AlertClient(
+        connection_str=os.environ["POSTGRES_CONNECTION_STR"],
+        schema=os.environ["POSTGRES_SCHEMA"],
+    )
+    try:
+        yield client
+    finally:
+        try:
+            session = client.get_session()
+            session.query(AlertRecordModel).filter(
+                AlertRecordModel.alertname.like("test-alert-%")
+            ).delete(synchronize_session=False)
+            session.commit()
+        except Exception:
+            pass
+        finally:
+            session.close()
+            client.close()
+
+
+def _build_alert(suffix: str, *, severity: str = "warning", delta_minutes: int = 0):
+    timestamp = datetime.utcnow() + timedelta(minutes=delta_minutes)
+    return AlertRecordData(
+        timestamp=timestamp,
+        alertname=f"test-alert-{suffix}",
+        severity=severity,
+        summary=f"Test alert {suffix}",
+        node_name=f"node-{suffix}",
+        labels={"job": "example"},
+        annotations={"info": "details"},
+        endpoint="test-cluster",
+    )
+
+
+def test_insert_alert(client):
+    alert = _build_alert("insert")
+    alert_id = client.insert_alert(alert)
+    assert alert_id is not None and isinstance(alert_id, int) and alert_id > 0
+
+
+def test_insert_alerts_batch(client):
+    alerts = [_build_alert(f"batch-{i}") for i in range(3)]
+    ids = client.insert_alerts_batch(alerts)
+    assert ids and len(ids) == 3
+
+
+def test_query_alerts_by_filters(client):
+    warning_alert = _build_alert("filter-warning", severity="warning")
+    critical_alert = _build_alert("filter-critical", severity="critical", delta_minutes=5)
+    client.insert_alerts_batch([warning_alert, critical_alert])
+
+    results = client.query_alerts(severity="critical", node_name=critical_alert.node_name)
+    assert results
+    assert all(r["severity"] == "critical" for r in results)
+    assert results[0]["node_name"] == critical_alert.node_name
+
+
+def test_query_alerts_by_nodes(client):
+    alert1 = _build_alert("nodes-1")
+    alert2 = _build_alert("nodes-2")
+    alert3 = _build_alert("nodes-3")
+    client.insert_alerts_batch([alert1, alert2, alert3])
+
+    results = client.query_alerts(nodes=[alert1.node_name, alert3.node_name])
+    node_names = {r["node_name"] for r in results}
+    assert alert1.node_name in node_names
+    assert alert3.node_name in node_names
+    assert alert2.node_name not in node_names
diff --git a/src/postgresql-sdk/tests/test_job_react_time_client.py b/src/postgresql-sdk/tests/test_job_react_time_client.py
new file mode 100644
index 00000000..b5591eb9
--- /dev/null
+++ b/src/postgresql-sdk/tests/test_job_react_time_client.py
@@ -0,0 +1,114 @@
+import os
+from datetime import datetime, timedelta
+from typing import Optional
+
+import pytest
+
+from ltp_postgresql_sdk import JobReactTimeClient
+from ltp_postgresql_sdk.models import JobReactTime as JobReactTimeModel
+from ltp_storage.data_schema.job_records import JobReactTimeRecord
+
+
+@pytest.fixture
+def client():
+    os.environ.setdefault("CLUSTER_ID", "test-cluster")
+    client = JobReactTimeClient(
+        connection_str=os.environ["POSTGRES_CONNECTION_STR"],
+        schema=os.environ["POSTGRES_SCHEMA"],
+    )
+    try:
+        yield client
+    finally:
+        try:
+            session = client.get_session()
+            session.query(JobReactTimeModel).filter(
+                JobReactTimeModel.job_id.like("test-job-jrt-%")
+            ).delete(synchronize_session=False)
+            session.commit()
+        except Exception:
+            pass
+        finally:
+            session.close()
+            client.close()
+
+
+def _build_record(suffix: str, *, react_time: Optional[float] = 12.5, delta_minutes: int = 0):
+    return JobReactTimeRecord(
+        job_id=f"test-job-jrt-{suffix}",
+        react_time=react_time,
+        job_hash=f"hash-{suffix}",
+        time_generated=datetime.utcnow() + timedelta(minutes=delta_minutes),
+        endpoint="test-cluster",
+    )
+
+
+def test_insert_record(client):
+    record = _build_record("insert")
+    record_id = client._insert_record(record)
+    assert record_id is not None and isinstance(record_id, int) and record_id > 0
+
+
+def test_insert_job_react_times_batch(client):
+    base_time = datetime.utcnow()
+    records = [
+        {
+            "job_id": f"test-job-jrt-batch-{i}",
+            "react_time": 20 + i,
+            "job_hash": f"hash-batch-{i}",
+            "time_generated": base_time + timedelta(minutes=i),
+            "endpoint": "test-cluster",
+        }
+        for i in range(3)
+    ]
+
+    client.insert_job_react_times_batch(records)
+
+    fetched = client._query_records(job_id="test-job-jrt-batch-1")
+    assert fetched and fetched[0]["react_time"] == 21
+
+
+def test_query_records(client):
+    record = _build_record("query", react_time=30.0)
+    client._insert_record(record)
+
+    results = client._query_records(job_id=record.job_id)
+    assert results
+    assert results[0]["job_id"] == record.job_id
+    assert results[0]["react_time"] == pytest.approx(30.0)
+
+
+def test_get_record(client):
+    job_id = "test-job-jrt-get"
+    older = _build_record("get-older", react_time=10.0, delta_minutes=-5)
+    newer = _build_record("get-newer", react_time=15.0, delta_minutes=5)
+    older.job_id = job_id
+    newer.job_id = job_id
+    client._insert_record(older)
+    client._insert_record(newer)
+
+    record = client._get_record(job_id)
+    assert record is not None
+    assert record["react_time"] == pytest.approx(15.0)
+
+
+def test_get_average_react_time(client):
+    for value in [12.0, 18.0, 24.0]:
+        client._insert_record(_build_record(f"avg-{value}", react_time=value))
+
+    average = client.get_average_react_time()
+    assert average is not None
+    assert average == pytest.approx((12.0 + 18.0 + 24.0) / 3)
+
+
+def test_query_unknown_react_records(client):
+    within = _build_record("unknown", react_time=None)
+    old = _build_record("old", react_time=None, delta_minutes=-60 * 24 * 45)
+    old.job_hash = "valid-hash"
+    client._insert_record(within)
+    client._insert_record(old)
+
+    results = client.query_unknown_react_records(retain_time="40d", endpoint="test-cluster")
+    assert results
+    job_ids = {r["job_id"] for r in results}
+    assert within.job_id in job_ids
+    assert old.job_id not in job_ids
diff --git a/src/postgresql-sdk/tests/test_job_summary_client.py b/src/postgresql-sdk/tests/test_job_summary_client.py
new file mode 100644
index 00000000..c7ded351
--- /dev/null
+++ b/src/postgresql-sdk/tests/test_job_summary_client.py
@@ -0,0 +1,151 @@
+import os
+from datetime import datetime, timedelta
+
+import pytest
+
+from ltp_postgresql_sdk import JobSummaryClient
+from ltp_postgresql_sdk.models import JobSummary as JobSummaryModel
+from ltp_storage.data_schema.job_records import JobSummaryRecord
+
+
+@pytest.fixture
+def client():
+    os.environ.setdefault("CLUSTER_ID", "test-cluster")
+    client = JobSummaryClient(
+        connection_str=os.environ["POSTGRES_CONNECTION_STR"],
+        schema=os.environ["POSTGRES_SCHEMA"],
+    )
+    try:
+        yield client
+    finally:
+        try:
+            session = client.get_session()
+            session.query(JobSummaryModel).filter(
+                JobSummaryModel.job_id.like("test-job-js-%")
+            ).delete(synchronize_session=False)
+            session.commit()
+        except Exception:
+            pass
+        finally:
+            session.close()
+            client.close()
+
+
+def _build_record(job_suffix: str, *, exit_category: str = "Succeeded", react_delta: int = 0):
+    now = datetime.utcnow() + timedelta(seconds=react_delta)
+    return JobSummaryRecord(
+        job_id=f"test-job-js-{job_suffix}",
+        job_hash=f"hash-{job_suffix}",
+        job_name=f"job-{job_suffix}",
+        user_name="tester",
+        job_state="Succeeded",
+        retry_count=0,
+        attempt_id=1,
+        retry_details={"attempt": 1},
+        virtual_cluster="vc1",
+        total_gpu_count=4,
+        job_priority="high",
+        job_duration_hours=1.5,
+        total_gpu_hours=6.0,
+        idle_gpu_hours=1.0,
+        effective_gpu_hours=5.0,
+        submission_time=now - timedelta(hours=2),
+        launch_time=now - timedelta(hours=1.5),
+        completion_time=now,
+        created_datetime=now,
+        idle_gpu_percentage=10.0,
+        assigned_gpu_utilization=0.7,
+        effective_gpu_utilization=0.8,
+        exit_reason="Completed",
+        exit_category=exit_category,
+        time_generated=now,
+        endpoint="test-cluster",
+    )
+
+
+def test_insert_record(client):
+    record = _build_record("insert")
+    record_id = client._insert_record(record)
+    assert record_id is not None and isinstance(record_id, int) and record_id > 0
+
+
+def test_insert_job_summaries_batch(client):
+    base_time = datetime.utcnow()
+    records = [
+        {
+            "job_id": f"test-job-js-batch-{i}",
+            "time_generated": base_time + timedelta(minutes=i),
+            "endpoint": "test-cluster",
+            "job_state": "Running",
+            "submission_time": base_time - timedelta(hours=1),
+        }
+        for i in range(3)
+    ]
+
+    client.insert_job_summaries_batch(records)
+
+    fetched = client._query_records(job_state="Running")
+    assert any(r["job_id"].startswith("test-job-js-batch-") for r in fetched)
+
+
+def test_query_records(client):
+    record = _build_record("query")
+    client._insert_record(record)
+
+    results = client._query_records(job_id=record.job_id)
+    assert results
+    assert results[0]["job_id"] == record.job_id
+    assert results[0]["user_name"] == "tester"
+
+
+def test_get_record(client):
+    job_id = "test-job-js-get"
+    older = _build_record("get-older")
+    newer = _build_record("get-newer", react_delta=5)
+    newer.job_id = job_id
+    older.job_id = job_id
+    newer.job_state = "Failed"
+    client._insert_record(older)
+    client._insert_record(newer)
+
+    record = client._get_record(job_id)
+    assert record is not None
+    assert record["job_state"] == "Failed"
+
+
+def test_query_last_completion_time(client):
+    record = _build_record("completion")
+    client._insert_record(record)
+
+    last = client.query_last_completion_time(endpoint="test-cluster")
+    assert last is not None
+    assert abs(last.timestamp() - record.completion_time.timestamp()) < 1
+
+
+def test_query_unknown_category_records(client):
+    within = _build_record("unknown", exit_category="Unknown")
+    old = _build_record("older", exit_category="hardware-failure")
+    client._insert_record(within)
+    client._insert_record(old)
+
+    results = client.query_unknown_category_records(retain_time="30d", endpoint="test-cluster")
+    assert results
+    job_ids = {r["job_id"] for r in results}
+    assert within.job_id in job_ids
+    assert old.job_id not in job_ids
+
+
+def test_query_job_summaries_by_job_ids(client):
+    job_id = "test-job-js-list"
+    early = _build_record("list-early")
+    later = _build_record("list-late", react_delta=10)
+    early.job_id = job_id
+    later.job_id = job_id
+    later.job_state = "Running"
+
+    client._insert_record(early)
+    client._insert_record(later)
+
+    results = client.query_job_summaries_by_job_ids([job_id], endpoint="test-cluster")
+    assert len(results) == 1
+    assert results[0]["job_state"] == "Running"
diff --git a/src/postgresql-sdk/tests/test_node_action_client.py b/src/postgresql-sdk/tests/test_node_action_client.py
new file mode 100644
index 00000000..543760f4
--- /dev/null
+++ b/src/postgresql-sdk/tests/test_node_action_client.py
@@ -0,0 +1,297 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Tests for NodeActionClient."""
+
+import pytest
+from datetime import datetime, timedelta
+import os
+
+from ltp_postgresql_sdk.features.node_action.client import NodeActionClient
+from ltp_postgresql_sdk.models import NodeAction as NodeActionModel
+from ltp_storage.data_schema.node_action import NodeAction as NodeActionRecord
+
+
+@pytest.fixture
+def client():
+    """Create a test client with cleanup."""
+    client = NodeActionClient(
+        connection_str=os.environ["POSTGRES_CONNECTION_STR"],
+        schema=os.environ["POSTGRES_SCHEMA"]
+    )
+    try:
+        yield client
+    finally:
+        # Cleanup all test records
+        try:
+            session = client.get_session()
+            session.query(NodeActionModel).filter(
+                NodeActionModel.category == "test"
+            ).delete(synchronize_session=False)
+            session.commit()
+        except Exception:
+            pass
+        finally:
+            client.close()
+
+
+def test_insert_record(client):
+    """Test inserting a single action record via _insert_record."""
+    record = NodeActionRecord(
+        Timestamp=datetime.utcnow(),
+        HostName="test-worker-01",
+        NodeId="test-node-001",
+        Action="test-action",
+        Reason="Test reason",
+        Detail="Test detail",
+        Category="test",
+        Endpoint="http://test.example.com"
+    )
+    
+    record_id = client._insert_record(record)
+    assert record_id is not None
+    assert isinstance(record_id, int)
+    assert record_id > 0
+
+
+def test_query_records(client):
+    """Test querying action records via _query_records."""
+    # Insert a test record first
+    record = NodeActionRecord(
+        Timestamp=datetime.utcnow(),
+        HostName="test-worker-02",
+        NodeId="test-node-002",
+        Action="test-query",
+        Reason="Test query reason",
+        Detail="Test query detail",
+        Category="test",
+        Endpoint="http://test.example.com"
+    )
+    client._insert_record(record)
+    
+    # Query the records
+    results = client._query_records(hostname="test-worker-02", limit=10)
+    assert len(results) > 0
+    assert results[0]["hostname"] == "test-worker-02"
+
+
+def test_batch_insert(client):
+    """Test batch insertion of action records via _insert_records_batch."""
+    records = [
+        NodeActionRecord(
+            Timestamp=datetime.utcnow(),
+            HostName=f"test-worker-{i:02d}",
+            NodeId=f"test-node-{i:03d}",
+            Action="batch-test",
+            Reason="Batch test reason",
+            Detail=f"Batch test detail {i}",
+            Category="test",
+            Endpoint="http://test.example.com"
+        )
+        for i in range(1, 6)
+    ]
+    
+    record_ids = client._insert_records_batch(records)
+    assert len(record_ids) == 5
+    assert all(isinstance(rid, int) for rid in record_ids)
+
+def test_get_latest_record(client):
+    """Test retrieving the latest action for a hostname via _get_latest_record."""
+    now = datetime.utcnow()
+    older = NodeActionRecord(
+        Timestamp=now,
+        HostName="test-worker-la",
+        NodeId="node-la",
+        Action="test-action",
+        Reason="older",
+        Detail="older",
+        Category="test",
+        Endpoint="test-endpoint",
+    )
+    newer = NodeActionRecord(
+        Timestamp=now.replace(microsecond=now.microsecond + 1),
+        HostName="test-worker-la",
+        NodeId="node-la",
+        Action="test-action",
+        Reason="newer",
+        Detail="newer",
+        Category="test",
+        Endpoint="test-endpoint",
+    )
+    client._insert_record(older)
+    client._insert_record(newer)
+
+    latest = client._get_latest_record(hostname="test-worker-la")
+    assert latest is not None
+    assert latest["reason"] == "newer"
+
+
+def test_update_attribute_table(client):
+    """Test attribute table population (no exception)."""
+    client.update_attribute_table()
+
+
+def test_get_node_actions(client):
+    """Test Kusto-compatible get_node_actions interface."""
+    start = datetime.utcnow()
+    recs = [
+        NodeActionRecord(
+            Timestamp=start,
+            HostName="test-worker-gn",
+            NodeId="node-gn",
+            Action="available-cordoned",
+            Reason="r1",
+            Detail="d1",
+            Category="test",
+            Endpoint="e1",
+        ),
+        NodeActionRecord(
+            Timestamp=start,
+            HostName="test-worker-gn",
+            NodeId="node-gn",
+            Action="cordoned-triaged_platform",
+            Reason="r2",
+            Detail="d2",
+            Category="test",
+            Endpoint="e1",
+        ),
+    ]
+    client._insert_records_batch(recs)
+    results = client.get_node_actions(
+        node="test-worker-gn", start_time=start, end_time=start
+    )
+    assert isinstance(results, list)
+    assert len(results) >= 2
+
+
+def test_get_latest_node_action(client):
+    """Test Kusto-compatible latest node action retrieval."""
+    rec = NodeActionRecord(
+        Timestamp=datetime.utcnow(),
+        HostName="test-worker-glna",
+        NodeId="node-glna",
+        Action="available-cordoned",
+        Reason="cordon",
+        Detail="cordon detail",
+        Category="test",
+        Endpoint="e1",
+    )
+    client._insert_record(rec)
+    rec = NodeActionRecord(
+        Timestamp=datetime.utcnow() - timedelta(hours=1),
+        HostName="test-worker-glna",
+        NodeId="node-glna",
+        Action="cordoned-available",
+        Reason="triaged",
+        Detail="triaged detail",
+        Category="test",
+        Endpoint="e1",
+    )
+    client._insert_record(rec)
+    latest = client.get_latest_node_action("test-worker-glna")
+    assert latest is not None
+    assert latest.HostName == "test-worker-glna"
+    assert latest.Action == "available-cordoned"
+
+
+def test_update_node_action(client):
+    """Test Kusto-compatible update_node_action insertion path."""
+    client.update_node_action(
+        node="test-worker-una",
+        action="available-cordoned",
+        timestamp=datetime.utcnow(),
+        reason="cordon",
+        detail="by test",
+        category="test",
+    )
+    results = client._query_records(hostname="test-worker-una", action="available-cordoned")
+    assert len(results) >= 1
+
+
+def test_get_last_update_time():
+    """Test retrieving last update time filtered by endpoint."""
+    import os as _os
+    _os.environ["CLUSTER_ID"] = "test-cluster"
+    local_client = NodeActionClient(
+        connection_str=_os.environ["POSTGRES_CONNECTION_STR"],
+        schema=_os.environ["POSTGRES_SCHEMA"],
+    )
+    try:
+        time = datetime.utcnow()
+        rec = NodeActionRecord(
+            Timestamp=time,
+            HostName="test-worker-glut",
+            NodeId="node-glut",
+            Action="available-cordoned",
+            Reason="cordon",
+            Detail="cordon detail",
+            Category="test",
+            Endpoint="test-cluster",
+        )
+        local_client._insert_record(rec)
+        last = local_client.get_last_update_time()
+        assert last is not None and isinstance(last, datetime) and last.timestamp() == time.timestamp()
+    finally:
+        # cleanup
+        try:
+            s = local_client.get_session()
+            s.query(NodeActionModel).filter(NodeActionModel.category == "test").delete(synchronize_session=False)
+            s.commit()
+        except Exception:
+            pass
+        local_client.close()
+
+
+def test_find_triaged_failure(client):
+    """Test triaged failure detection between cordon and available."""
+    from datetime import timedelta
+    base = datetime.utcnow()
+    hostname = "test-worker-triage"
+
+    # Insert cordon
+    rec1 = NodeActionRecord(
+        Timestamp=base,
+        HostName=hostname,
+        NodeId="node-triage",
+        Action="available-cordoned",
+        Reason="cordon",
+        Detail="cordon",
+        Category="test",
+        Endpoint="e1",
+    )
+    client._insert_record(rec1)
+
+    # Insert triaged action after cordon
+    rec2 = NodeActionRecord(
+        Timestamp=base + timedelta(seconds=5),
+        HostName=hostname,
+        NodeId="node-triage",
+        Action="cordoned-triaged_platform",
+        Reason="triaged",
+        Detail="triaged",
+        Category="test",
+        Endpoint="e1",
+    )
+    client._insert_record(rec2)
+
+    # Insert next available after triage
+    rec3 = NodeActionRecord(
+        Timestamp=base + timedelta(seconds=10),
+        HostName=hostname,
+        NodeId="node-triage",
+        Action="triaged_platform-available",
+        Reason="available",
+        Detail="available",
+        Category="test",
+        Endpoint="e1",
+    )
+    client._insert_record(rec3)
+
+    triaged = client.find_triaged_failure(
+        node_name=hostname,
+        completed_time_ms=int((base + timedelta(seconds=12)).timestamp() * 1000),
+        launched_time_ms=int((base - timedelta(seconds=1)).timestamp() * 1000),
+    )
+    assert isinstance(triaged, list)
+    assert any(getattr(a, "Action", None) == "cordoned-triaged_platform" for a in triaged)
+
diff --git a/src/postgresql-sdk/tests/test_node_status_client.py b/src/postgresql-sdk/tests/test_node_status_client.py
new file mode 100644
index 00000000..64a5356a
--- /dev/null
+++ b/src/postgresql-sdk/tests/test_node_status_client.py
@@ -0,0 +1,194 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+"""Tests for NodeStatusClient."""
+
+import pytest
+import os
+from datetime import datetime
+from ltp_postgresql_sdk import NodeStatusClient
+from ltp_postgresql_sdk.models import NodeStatus as NodeStatusModel
+from ltp_storage.data_schema.node_status import NodeStatusRecord
+
+
+@pytest.fixture
+def client():
+    """Create a test client with cleanup."""
+    client = NodeStatusClient(
+        connection_str=os.environ["POSTGRES_CONNECTION_STR"],
+        schema=os.environ["POSTGRES_SCHEMA"]
+    )
+    try:
+        yield client
+    finally:
+        # Cleanup all test records by test hostname prefix
+        try:
+            session = client.get_session()
+            session.query(NodeStatusModel).filter(
+                NodeStatusModel.hostname.like("test-%")
+            ).delete(synchronize_session=False)
+            session.commit()
+        except Exception:
+            pass
+        finally:
+            client.close()
+
+
+def test_insert_record(client):
+    """Test inserting a single status record via _insert_record."""
+    record = NodeStatusRecord(
+        Timestamp=datetime.utcnow(),
+        HostName="test-worker-01",
+        NodeId="test-node-001",
+        Status="available",
+        Endpoint="e1",
+    )
+
+    record_id = client._insert_record(record)
+    assert record_id is not None
+    assert isinstance(record_id, int)
+    assert record_id > 0
+
+
+def test_query_records(client):
+    """Test querying status records via _query_records."""
+    # Insert a test record first
+    record = NodeStatusRecord(
+        Timestamp=datetime.utcnow(),
+        HostName="test-worker-02",
+        NodeId="test-node-002",
+        Status="cordoned",
+        Endpoint="e1",
+    )
+    client._insert_record(record)
+    
+    # Query the records
+    results = client._query_records(hostname="test-worker-02", limit=10)
+    assert len(results) > 0
+    assert results[0]["hostname"] == "test-worker-02"
+
+
+def test_get_latest_record(client):
+    """Test getting the latest status for a node via _get_latest_record."""
+    # Insert two records
+    now = datetime.utcnow()
+    older = NodeStatusRecord(
+        Timestamp=now,
+        HostName="test-worker-03",
+        NodeId="test-node-003",
+        Status="available",
+        Endpoint="e1",
+    )
+    newer = NodeStatusRecord(
+        Timestamp=datetime.utcnow(),
+        HostName="test-worker-03",
+        NodeId="test-node-003",
+        Status="cordoned",
+        Endpoint="e1",
+    )
+    client._insert_record(older)
+    client._insert_record(newer)
+
+    latest = client._get_latest_record(hostname="test-worker-03")
+    assert latest is not None
+    assert latest["hostname"] == "test-worker-03"
+    assert latest["status"] == "cordoned"
+
+
+def test_batch_insert(client):
+    """Test batch insertion of status records via _insert_records_batch."""
+    records = [
+        NodeStatusRecord(
+            Timestamp=datetime.utcnow(),
+            HostName=f"test-worker-{i:02d}",
+            NodeId=f"test-node-{i:03d}",
+            Status="available",
+            Endpoint="e1",
+        )
+        for i in range(1, 6)
+    ]
+    
+    record_ids = client._insert_records_batch(records)
+    assert len(record_ids) == 5
+    assert all(isinstance(rid, int) for rid in record_ids)
+
+
+def test_update_attribute_table_and_get_status_group(client):
+    """Test attribute table population and group retrieval."""
+    client.update_attribute_table()
+    group = client.get_status_group("cordoned")
+    assert group is None or isinstance(group, str)
+    if group is not None:
+        assert group == "Cordon"
+
+
+def test_get_transition_action(client):
+    """Test transition action label utility."""
+    action = client.get_transition_action("available", "cordoned")
+    assert action == "available-cordoned"
+
+
+def test_get_node_status(client):
+    """Test getting node status via compatibility interface."""
+    # Insert two statuses
+    t1 = datetime.utcnow()
+    rec1 = NodeStatusRecord(
+        Timestamp=t1,
+        HostName="test-worker-gns",
+        NodeId="node-gns",
+        Status="available",
+        Endpoint="e1",
+    )
+    rec2 = NodeStatusRecord(
+        Timestamp=datetime.utcnow(),
+        HostName="test-worker-gns",
+        NodeId="node-gns",
+        Status="cordoned",
+        Endpoint="e1",
+    )
+    client._insert_record(rec1)
+    client._insert_record(rec2)
+
+    # Latest
+    latest = client.get_node_status("test-worker-gns")
+    assert latest is not None
+    assert latest.HostName == "test-worker-gns"
+    assert latest.Status == "cordoned"
+
+    # As of time t1
+    at_time = client.get_node_status("test-worker-gns", timestamp=t1)
+    assert at_time is not None
+    assert at_time.Status == "available"
+
+
+def test_update_node_status(client):
+    """Test updating node status via compatibility interface."""
+    new_status = client.update_node_status(
+        hostname="test-worker-uns",
+        to_status="cordoned",
+        timestamp=datetime.utcnow(),
+    )
+    assert new_status == "cordoned"
+    latest = client._get_latest_record(hostname="test-worker-uns")
+    assert latest is not None
+    assert latest["status"] == "cordoned"
+
+
+def test_get_nodes_by_status(client):
+    """Test retrieving nodes by their latest status."""
+    # Insert records for two nodes; latest status cordoned
+    recs = [
+        NodeStatusRecord(Timestamp=datetime.utcnow(), HostName="test-worker-gbs-1", NodeId="n1", Status="available", Endpoint="e1"),
+        NodeStatusRecord(Timestamp=datetime.utcnow(), HostName="test-worker-gbs-1", NodeId="n1", Status="cordoned", Endpoint="e1"),
+        NodeStatusRecord(Timestamp=datetime.utcnow(), HostName="test-worker-gbs-2", NodeId="n2", Status="available", Endpoint="e1"),
+        NodeStatusRecord(Timestamp=datetime.utcnow(), HostName="test-worker-gbs-2", NodeId="n2", Status="cordoned", Endpoint="e1"),
+        NodeStatusRecord(Timestamp=datetime.utcnow(), HostName="test-worker-gbs-3", NodeId="n3", Status="available", Endpoint="e1"),
+    ]
+    client._insert_records_batch(recs)
+
+    result = client.get_nodes_by_status("cordoned")
+    assert isinstance(result, list)
+    hosts = {r.HostName for r in result}
+    assert "test-worker-gbs-1" in hosts and "test-worker-gbs-2" in hosts
+
+
diff --git a/src/postgresql/build/postgresql-init-client.k8s.dockerfile b/src/postgresql/build/postgresql-init-client.k8s.dockerfile
index ec3db8e1..a18f4257 100644
--- a/src/postgresql/build/postgresql-init-client.k8s.dockerfile
+++ b/src/postgresql/build/postgresql-init-client.k8s.dockerfile
@@ -29,6 +29,8 @@ RUN apt update
 
 RUN apt install -y postgresql-client-16
 
+RUN apt upgrade -y
+
 RUN mkdir -p /postgresql_init
 
 COPY src/init_table.sql src/init_table.sh /postgresql_init/
diff --git a/src/postgresql/build/postgresql.k8s.dockerfile b/src/postgresql/build/postgresql.k8s.dockerfile
index bb7460bb..8804f86c 100644
--- a/src/postgresql/build/postgresql.k8s.dockerfile
+++ b/src/postgresql/build/postgresql.k8s.dockerfile
@@ -15,7 +15,9 @@
 # DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-FROM postgres:16.0
+FROM postgres:16.8
+
+RUN apt update && apt upgrade -y
 
 RUN mkdir -p /docker-entrypoint-initdb.d
 
diff --git a/src/postgresql/deploy/postgresql.yaml.template b/src/postgresql/deploy/postgresql.yaml.template
index 5d1a4f43..c0fec5bd 100644
--- a/src/postgresql/deploy/postgresql.yaml.template
+++ b/src/postgresql/deploy/postgresql.yaml.template
@@ -30,6 +30,7 @@ spec:
         app: postgresql
     spec:
       hostNetwork: true
+      {% if not cluster_cfg["postgresql"]["db-remote-disk"] %}
       initContainers:
       - name: internal-storage-barrier
         image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}internal-storage-barrier:{{ cluster_cfg["cluster"]["docker-registry"]["tag"] }}
@@ -38,6 +39,7 @@ spec:
         - name: internal-data-dir
           mountPath: /paiInternalStorage
           mountPropagation: "None"
+      {% endif %}
       containers:
       - name: postgresql
         image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}postgresql:{{ cluster_cfg["cluster"]["docker-registry"]["tag"] }}
@@ -77,7 +79,12 @@ spec:
           periodSeconds: 10
       volumes:
         - name: internal-data-dir
+          {% if cluster_cfg["postgresql"]["db-remote-disk"] %}
+          persistentVolumeClaim:
+            claimName: {{ cluster_cfg["postgresql"]["db-remote-disk"] }}
+          {% else %}
           hostPath:
             path: '{{ cluster_cfg["internal-storage"]["root-path"] }}/storage'
+         {% endif %}
       imagePullSecrets:
       - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
diff --git a/src/prometheus-pushgateway/src/metrics-cleaner/main.py b/src/prometheus-pushgateway/src/metrics-cleaner/main.py
index 7a83c7a9..31af84f9 100644
--- a/src/prometheus-pushgateway/src/metrics-cleaner/main.py
+++ b/src/prometheus-pushgateway/src/metrics-cleaner/main.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 from datetime import timezone, datetime, timedelta
 import os
 import logging
diff --git a/src/prometheus/config/prometheus.py b/src/prometheus/config/prometheus.py
index b739058c..fef90a58 100644
--- a/src/prometheus/config/prometheus.py
+++ b/src/prometheus/config/prometheus.py
@@ -1,5 +1,8 @@
 #!/usr/bin/env python
 
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import copy
 
 class Prometheus(object):
diff --git a/src/prometheus/deploy/alerting/gpu.rules b/src/prometheus/deploy/alerting/gpu.rules
index 4f5a8169..cc9ff9d7 100644
--- a/src/prometheus/deploy/alerting/gpu.rules
+++ b/src/prometheus/deploy/alerting/gpu.rules
@@ -34,7 +34,7 @@ groups:
         expr: rocmsmi_status{error!="ok"} > 0 
         for: 5m
         labels:
-          severity: fatal
+          severity: error
         annotations:
           summary: "smi failed in node_name: {{$labels.node_name}} instance: {{$labels.instance}}, error is: {{$labels.error}}"
       
@@ -42,7 +42,7 @@ groups:
         expr: system_dmesg_status{error!="ok",node_name!~"aks.*"} > 0 
         keep_firing_for: 5m
         labels:
-          severity: fatal
+          severity: error
         annotations:
           summary: "Found temperary GPU error in node_name: {{$labels.node_name}} instance: {{$labels.instance}}, error is: {{$labels.error}}"
 
@@ -50,7 +50,7 @@ groups:
         expr: nvidiasmi_ecc_error_count{type="double"} > 0 or rocmsmi_ecc_error_count{type="double"} > 0
         for: 5m
         labels:
-          severity: fatal
+          severity: error
         annotations:
           summary: "GPU from node_name: {{$labels.node_name}} instance: {{$labels.instance}} minor number {{$labels.minor_number}} has {{$labels.type}} ecc error, count {{$value}}"
 
@@ -58,7 +58,7 @@ groups:
         expr: nvidiasmi_memory_leak_count > 0
         for: 5m
         labels:
-          severity: error
+          severity: warn
         annotations:
           summary: "found nvidia memory leak from instance: {{$labels.instance}} minor number {{$labels.minor_number}}"
 
@@ -90,7 +90,7 @@ groups:
         expr: node:gpu_utilization:count != on (instance) configured_gpu_count
         for: 5m
         labels:
-          severity: fatal
+          severity: error
         annotations:
           summary: "found gpu count changes in instance: {{$labels.instance}}"
 
@@ -106,7 +106,7 @@ groups:
         expr: task_ib_port_physical_state < 0
         for: 1m
         labels:
-          severity: fatal
+          severity: error
         annotations:
           summary: "Abnormal IB port detected on node: {{$labels.node_name}}, instance: {{$labels.instance}}, state: {{$value}}"
 
@@ -114,7 +114,7 @@ groups:
         expr: count_over_time((task_ib_port_physical_state == 0)[10m:1m]) > 8 or count_over_time(count_over_time((task_ib_port_physical_state == 0)[10m:1m])[30m:10m]) > 1
         for: 1m
         labels:
-          severity: fatal
+          severity: error
         annotations:
           summary: "Frequent IB link flapping on node: {{$labels.node_name}}, instance: {{$labels.instance}} — flap count: {{$value}} in last 10 minutes"
 
@@ -122,6 +122,6 @@ groups:
         expr: task_ib_port_physical_state == 0
         keep_firing_for: 1m
         labels:
-          severity: warn
+          severity: error
         annotations:
           summary: "IB port temporarily down on node: {{$labels.node_name}}, instance: {{$labels.instance}}, state: {{$value}}"
diff --git a/src/prometheus/deploy/prometheus-deployment.yaml.template b/src/prometheus/deploy/prometheus-deployment.yaml.template
index d09c5479..f1632ccf 100644
--- a/src/prometheus/deploy/prometheus-deployment.yaml.template
+++ b/src/prometheus/deploy/prometheus-deployment.yaml.template
@@ -48,7 +48,13 @@ spec:
         volumeMounts:
         - name: prometheus-data
           mountPath: /prometheus-data
+        {% if cluster_cfg["prometheus"]["blob"] %}
+        - name: prometheus-blob
+          mountPath: /prometheus-blob
+        command: ["sh", "-c", "chown -R nobody:nobody /prometheus-data && chown -R nobody:nobody /prometheus-blob"]
+        {% else %}
         command: ["chown", "-R", "nobody:nobody", "/prometheus-data"]
+        {% endif %}
       containers:
       {% if cluster_cfg["prometheus"]["remote_write"] %}
       - name: prom-remotewrite
@@ -120,8 +126,18 @@ spec:
         configMap:
           name: prometheus-record
       - name: prometheus-data
+        {% if cluster_cfg["prometheus"]["disk"] %}
+        persistentVolumeClaim:
+          claimName: {{ cluster_cfg["prometheus"]["disk"] }}
+        {% else %}
         hostPath:
           path: {{ cluster_cfg["cluster"]["common"]["data-path"] }}/prometheus/data
+        {% endif %}
+      {% if cluster_cfg["prometheus"]["blob"] %}
+      - name: prometheus-blob
+        persistentVolumeClaim:
+          claimName: {{ cluster_cfg["prometheus"]["blob"] }}
+      {% endif %}
       tolerations:
       - key: node.kubernetes.io/memory-pressure
         operator: "Exists"
diff --git a/src/pylon/README.md b/src/pylon/README.md
index e69de29b..a6c2377b 100644
--- a/src/pylon/README.md
+++ b/src/pylon/README.md
@@ -0,0 +1,103 @@
+# Pylon
+
+
+## Reverse Proxy Client
+Pylon can be configured to work with a reverse proxy client, to allow external access to the Pai cluster. This is useful for scenarios where you want to expose the Pylon service to the outside world, while keeping the internal cluster network secure. 
+
+To make the client work, you should set the `reverse_proxy` section in the Pylon configuration of Cluster configuration. You also need to set up a reverse proxy server that will forward requests to the Pylon service running on the Pai cluster.
+
+
+#### Configuration of Pylon
+
+The following is an example configuration for Pylon with reverse proxy client. Details can be found in the [Pylon configuration documentation](./config/pylon.md).
+
+```yaml
+pylon:
+  port: 80
+  domain: auto-test.openpai.org
+  ssl:
+    crt_name: openpai.org.fullchain.pem
+    crt_path: /tmp/auth-configuration/openpai.org.fullchain.pem
+    key_name: openpai.org.privkey.pem
+    key_path: /tmp/auth-configuration/openpai.org.privkey.pem
+  reverse-proxy:
+    server_addr: gateway.openpai.org
+    server_port: 50111
+    server_token: XXXXXXX
+    binded_port: 50001
+```
+
+#### Reverse Proxy Server
+
+Besides the Pylon configuration, you also need to set up a reverse proxy server that will forward requests to the Pylon service running on the Pai cluster.
+
+The following is an example reverse proxy server configuration:
+
+```yaml
+bindPort: 50111
+proxyBindAddr: "127.0.0.1"
+auth:
+  method: token
+  token: < your_token_here >
+```
+
+You can also set up a Nginx server to work with this reverse proxy server to handle SSL termination and other features. Below is an example Nginx configuration that works with the reverse proxy server:
+
+```nginx
+
+server {
+    listen 443 ssl http2;  # Listen on HTTPS with HTTP/2 support
+    listen [::]:443 ssl http2;  # IPv6 support
+    server_name gateway.openpai.org;
+
+    # SSL Certificate files
+    ssl_certificate < ssl full chain path >;  # Full chain of your certificate
+    ssl_certificate_key < ssl private key path >;  # Private key of your certificate
+
+    # SSL settings for enhanced security
+    ssl_protocols TLSv1.2 TLSv1.3;  # Modern protocols only
+    ssl_prefer_server_ciphers on;
+    ssl_ciphers "ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:ECDHE-ECDSA-CHACHA20-POLY1305:ECDHE-RSA-CHACHA20-POLY1305:ECDHE-ECDSA-AES128-GCM-SHA256:ECDHE-RSA-AES128-GCM-SHA256";
+    ssl_session_cache shared:SSL:10m;
+    ssl_session_timeout 1h;
+
+    # Define the resolver for DNS lookups
+    resolver 8.8.8.8 1.1.1.1 valid=30s;
+    resolver_timeout 10s;
+
+    # Proxy rules for auto-test cluster
+    location ~ ^/auto-test/job-server/.*$ {
+        # Remove "/auto-test" prefix and retain the rest of the path
+        rewrite ^/auto-test/job-server/(.*)$ /job-server/$1 break;
+
+        # Proxy to the internal frp port for auto-test cluster
+        proxy_pass https://localhost:50001;  # Adjust the port as needed
+        proxy_set_header Host auto-test.openpai.org;  # Preserve original host header
+        proxy_set_header X-Real-IP $remote_addr;  # Forward client IP
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_ssl_verify off;  # Disable SSL verification if auto-test uses self-signed certificate
+    }
+
+    # Optional: Root path behavior
+    location = / {
+        return 404;  # Serve 404 or any custom message
+    }
+
+    # Logging
+    error_log /var/log/nginx/gateway_error.log;
+    access_log /var/log/nginx/gateway_access.log;
+}
+
+# Redirect HTTP traffic to HTTPS
+server {
+    listen 80;
+    listen [::]:80;
+    server_name gateway.openpai.org;
+
+    return 301 https://$host$request_uri;
+}
+```
+
+This nginx configuration listens on port 443 for HTTPS traffic, handles SSL termination, and proxies requests to the Pylon service running on the Pai cluster. It only forwards requests that match the `https://gateway.openpai.org/auto-test/job-server/{path}` path to reverse proxy server running on port 50001, which will be forwarded to the Pylon service of the auto-test cluster `https://auto-test.openpai.org/job-server/{path}`.
+
+**Note:** Make sure that the pai-master node can access the reverse proxy server. You should add access rules to the reverse proxy server to allow requests from the pai-master node. 
\ No newline at end of file
diff --git a/src/pylon/build/pylon.common.dockerfile b/src/pylon/build/pylon.common.dockerfile
index fa454a60..3ff5914f 100644
--- a/src/pylon/build/pylon.common.dockerfile
+++ b/src/pylon/build/pylon.common.dockerfile
@@ -47,6 +47,8 @@ RUN wget https://www.openssl.org/source/openssl-3.3.0.tar.gz && \
 # subs_filter
 RUN git clone https://github.com/yaoweibin/ngx_http_substitutions_filter_module.git
 
+RUN apt update && apt upgrade -y
+
 #
 # Configure nginx build
 #
diff --git a/src/pylon/build/reverseproxy.common.dockerfile b/src/pylon/build/reverseproxy.common.dockerfile
new file mode 100644
index 00000000..5500f1bb
--- /dev/null
+++ b/src/pylon/build/reverseproxy.common.dockerfile
@@ -0,0 +1,28 @@
+FROM ubuntu:22.04
+ARG TARGETARCH
+
+# Set up working directory
+WORKDIR /app
+
+# Install dependencies if needed (e.g., curl for debugging)
+RUN apt-get update && \
+    apt-get upgrade -y && \
+    apt-get -y install bash curl
+
+# Install Python dependencies
+RUN apt-get -y install build-essential python3 python3-pip
+RUN pip3 install jinja2
+
+ENV FRP_VERSION=0.65.0
+# Download the binary from its GitHub releases
+RUN curl -L -o proxy.tar.gz https://github.com/fatedier/frp/releases/download/v${FRP_VERSION}/frp_${FRP_VERSION}_linux_${TARGETARCH}.tar.gz && \
+    tar -zxvf proxy.tar.gz --strip-components=1 -C /app && \
+    mv frpc proxy-client && \
+    rm proxy.tar.gz && \
+    rm frp*
+
+# Ensure the binary is executable
+RUN chmod +x /app/proxy-client
+
+
+CMD ["/bin/bash"]
\ No newline at end of file
diff --git a/src/pylon/config/pylon.md b/src/pylon/config/pylon.md
index 8e228074..920e432a 100644
--- a/src/pylon/config/pylon.md
+++ b/src/pylon/config/pylon.md
@@ -35,6 +35,11 @@ pylon:
     #  crt_path: /path/to/xxxxxx
     #  key_name: yyyyyy
     #  key_path: /path/to/yyyyyy
+    #reverse_proxy:
+    #  server_addr: XXX
+    #  server_port: 80
+    #  server_token: "xxxxxx"
+    #  binded_port: xxx
 ```
 
 ## Table <a name="T_Config"></a>
@@ -48,4 +53,8 @@ pylon:
 | pylon.ssl.crt_path | com["pylon"]["ssl"]["crt_path"] | cluster_cfg["pylon"]["ssl"]["crt_path"] | the path to certificate file |
 | pylon.ssl.key_name | com["pylon"]["ssl"]["key_name"] | cluster_cfg["pylon"]["ssl"]["key_name"] | certificate key file name |
 | pylon.ssl.key_path | com["pylon"]["ssl"]["key_path"] | cluster_cfg["pylon"]["ssl"]["key_path"] | the path to certificate key file |
+| pylon.reverse_proxy.server_addr | com["pylon"]["reverse_proxy"]["server_addr"] | cluster_cfg["pylon"]["reverse_proxy"]["server_addr"] | IP address of the reverse proxy server |
+| pylon.reverse_proxy.server_port | com["pylon"]["reverse_proxy"]["server_port"] | cluster_cfg["pylon"]["reverse_proxy"]["server_port"] | port of the reverse proxy server |
+| pylon.reverse_proxy.server_token | com["pylon"]["reverse_proxy"]["server_token"] | cluster_cfg["pylon"]["reverse_proxy"]["server_token"] | token of the reverse proxy server |
+| pylon.reverse_proxy.binded_port | com["pylon"]["reverse_proxy"]["binded_port"] | cluster_cfg["pylon"]["reverse_proxy"]["binded_port"] | port of the bined port of the reverse proxy server |
 
diff --git a/src/pylon/config/pylon.py b/src/pylon/config/pylon.py
index a7eed145..203a2ddd 100644
--- a/src/pylon/config/pylon.py
+++ b/src/pylon/config/pylon.py
@@ -55,6 +55,10 @@ def run(self):
         }
         if 'ssl' in self.service_configuration:
             ret['ssl'] = sslConfig
+        if 'reverse-proxy' in self.service_configuration:
+            ret['reverse-proxy'] = {}
+            for key in self.service_configuration['reverse-proxy']:
+                ret['reverse-proxy'][key] = str(self.service_configuration['reverse-proxy'][key])
 
         return ret
 
diff --git a/src/pylon/config/pylon.yaml b/src/pylon/config/pylon.yaml
index 58ea6cf3..09a1cbbd 100644
--- a/src/pylon/config/pylon.yaml
+++ b/src/pylon/config/pylon.yaml
@@ -29,3 +29,9 @@ deploy-service: false
 #  crt_path: /path/to/xxxxxx
 #  key_name: yyyyyy
 #  key_path: /path/to/yyyyyy
+
+#reverse-proxy:
+#  server_addr: x.x.x.x
+#  server_port: xxxx
+#  server_token: xxx
+#  binded_port: xxxx
\ No newline at end of file
diff --git a/src/pylon/deploy/pylon-config/location.conf.template b/src/pylon/deploy/pylon-config/location.conf.template
index fcdf7f8f..51f1ac81 100644
--- a/src/pylon/deploy/pylon-config/location.conf.template
+++ b/src/pylon/deploy/pylon-config/location.conf.template
@@ -46,9 +46,33 @@ location ~ ^/log-manager/([^/]+):(\d+)/(.*)$ {
 # job server
 location ~ ^/job-server/([^/]+):(\d+)/(.*)$ {
   proxy_pass http://$1:$2/$3$is_args$args;
-  proxy_connect_timeout 10m;
-  proxy_read_timeout 10m;
-  proxy_send_timeout 10m;
+  proxy_connect_timeout 180m;
+  proxy_read_timeout 180m;
+  proxy_send_timeout 180m;
+
+  # Disable buffering based on content type
+  proxy_buffering off;
+  proxy_cache off;
+}
+
+# Copilot Chat backend
+location ~ ^/copilot/api/operation(.*)$ {
+  proxy_pass {{COPILOT_CHAT_URI}}/copilot/api/operation$1$is_args$args;
+  proxy_connect_timeout 2m;
+  proxy_read_timeout 2m;
+  proxy_send_timeout 2m;
+}
+
+# Model proxy backend
+location ~ ^/model-proxy/(.*)$ {
+  proxy_pass {{MODEL_PROXY_URI}}/$1$is_args$args;
+  proxy_connect_timeout 60m;
+  proxy_read_timeout 60m;
+  proxy_send_timeout 60m;
+
+  # Disable buffering based on content type
+  proxy_buffering off;
+  proxy_cache off;
 }
 
 #
@@ -149,6 +173,20 @@ location ~ ^/registry/cache/(.*)$ {
 }
 {%- endif %}
 
+{%- if CLUSTER_LOCAL_STORAGE_IP %}
+# cluster local storage
+{%- for vc in CLUSTER_LOCAL_STORAGE_CLUSTERS.split(';') %}
+{% set port_base = CLUSTER_LOCAL_STORAGE_PORT_BASE | int %}
+{% set vcport = port_base + loop.index0 %}
+location ~ ^/cluster-local-storage/{{vc}}/(.*)$ {
+  proxy_pass http://{{CLUSTER_LOCAL_STORAGE_IP}}:{{vcport}}/$1$is_args$args;
+  proxy_connect_timeout 720m;
+  proxy_read_timeout 720m;
+  proxy_send_timeout 720m;
+}
+{%- endfor %}
+{%- endif %}
+
 # PAI web portal
 location ~ ^(.*)$ {
   proxy_pass {{PAI_WEB_PORTAL_URI}}$1$is_args$args;
diff --git a/src/pylon/deploy/pylon-service.yaml b/src/pylon/deploy/pylon-service.yaml
index 12390616..8d4ac0e6 100644
--- a/src/pylon/deploy/pylon-service.yaml
+++ b/src/pylon/deploy/pylon-service.yaml
@@ -10,4 +10,5 @@ spec:
     targetPort: 443
   selector:
     app: pylon
-  type: LoadBalancer
\ No newline at end of file
+  type: LoadBalancer
+  externalTrafficPolicy: Local
\ No newline at end of file
diff --git a/src/pylon/deploy/pylon.yaml.template b/src/pylon/deploy/pylon.yaml.template
index 7fbef39c..75b561cb 100644
--- a/src/pylon/deploy/pylon.yaml.template
+++ b/src/pylon/deploy/pylon.yaml.template
@@ -63,6 +63,14 @@ spec:
               value: {{ cluster_cfg['prometheus']['url'] }}
             - name: ALERT_MANGER_URI
               value: {{ cluster_cfg['alert-manager']['url'] }}
+{% if "copilot-chat" in cluster_cfg %}
+            - name: COPILOT_CHAT_URI
+              value: {{ cluster_cfg['copilot-chat']['url'] }}
+{% endif %}
+{% if "model-proxy" in cluster_cfg %}
+            - name: MODEL_PROXY_URI
+              value: {{ cluster_cfg['model-proxy']['url'] }}
+{% endif %}
             - name: K8S_DASHBOARD_URI
               value: {{ cluster_cfg['layout']['kubernetes']['dashboard-url'] }}
 {% if cluster_cfg["cluster"]["common"]["cluster-type"] == "yarn" %}
@@ -90,6 +98,14 @@ spec:
 {% if cluster_cfg['cluster']['common']['marketplace'] == 'true' %}
             - name: MARKETPLACE_WEBPORTAL_PLUGIN
               value: {{ cluster_cfg['marketplace-webportal']['uri']}}
+{% endif %}
+{% if cluster_cfg['cluster']['common']['cluster-local-storage'] == 'true' %}
+            - name: CLUSTER_LOCAL_STORAGE_IP
+              value: {{ cluster_cfg['cluster-local-storage']['ip'] }}
+            - name: CLUSTER_LOCAL_STORAGE_PORT_BASE
+              value: "{{ cluster_cfg['cluster-local-storage']['port-base'] }}"
+            - name: CLUSTER_LOCAL_STORAGE_CLUSTERS
+              value: {{ cluster_cfg['cluster-local-storage']['clusters'] | join(';') }}
 {% endif %}
             - name: DOCKER_CACHE_PLUGIN
               value: {{ cluster_cfg['docker-cache']['uri']}}
@@ -120,6 +136,19 @@ spec:
             limits:
               memory: "1Gi"
           {%- endif %}
+{% if 'reverse-proxy' in cluster_cfg['pylon'] %}
+        - name: reverseproxy
+          image: {{ cluster_cfg['cluster']['docker-registry']['prefix'] }}reverseproxy:{{ cluster_cfg['cluster']['docker-registry']['tag'] }}
+          imagePullPolicy: Always
+          volumeMounts:
+            - mountPath: "/app/proxy-client.yaml"
+              name: reverseproxy-configuration
+              subPath: "proxy-client.yaml"
+          command:
+            - "/app/proxy-client"
+            - "-c" 
+            - "/app/proxy-client.yaml"
+{% endif %}
       imagePullSecrets:
         - name: {{ cluster_cfg["cluster"]["docker-registry"]["secret-name"] }}
       volumes:
@@ -131,4 +160,8 @@ spec:
           configMap:
             name: https-config
 {% endif %}
-
+{% if 'reverse-proxy' in cluster_cfg['pylon'] %}
+        - name: reverseproxy-configuration
+          configMap:
+            name: reverseproxy-config
+{% endif %}
diff --git a/src/pylon/deploy/reverseproxy-config/proxy-client.yaml.template b/src/pylon/deploy/reverseproxy-config/proxy-client.yaml.template
new file mode 100644
index 00000000..5f8de9cd
--- /dev/null
+++ b/src/pylon/deploy/reverseproxy-config/proxy-client.yaml.template
@@ -0,0 +1,15 @@
+{% if 'reverse-proxy' in cluster_cfg['pylon'] %}
+
+serverAddr: {{ cluster_cfg['pylon']['reverse-proxy']['server_addr']}}
+serverPort: {{ cluster_cfg['pylon']['reverse-proxy']['server_port']}}
+auth:
+  method: token
+  token: {{ cluster_cfg['pylon']['reverse-proxy']['server_token']}}
+loginFailExit: false
+proxies:
+  - name: webportal-{{ cluster_cfg['pylon']['reverse-proxy']['binded_port']}}
+    type: tcp
+    localIp: 127.0.0.1
+    localPort: 443
+    remotePort: {{ cluster_cfg['pylon']['reverse-proxy']['binded_port']}}
+{% endif %}
\ No newline at end of file
diff --git a/src/pylon/deploy/service.yaml b/src/pylon/deploy/service.yaml
index 9cfc325f..9f5bc98d 100644
--- a/src/pylon/deploy/service.yaml
+++ b/src/pylon/deploy/service.yaml
@@ -27,6 +27,7 @@ template-list:
   - pylon.yaml
   - start.sh
   - pylon-config/run.sh
+  - reverseproxy-config/proxy-client.yaml
 
 start-script: start.sh
 stop-script: stop.sh
diff --git a/src/pylon/deploy/start.sh.template b/src/pylon/deploy/start.sh.template
index 86f2219c..38e41c6b 100755
--- a/src/pylon/deploy/start.sh.template
+++ b/src/pylon/deploy/start.sh.template
@@ -31,6 +31,11 @@ kubectl create configmap https-config --from-file=https-config/ --dry-run=client
 
 kubectl create configmap pylon-config --from-file=pylon-config/ --dry-run=client -o yaml | kubectl apply --overwrite=true -f - || exit $?
 
+{% if 'reverse-proxy' in cluster_cfg['pylon'] %}
+
+kubectl create configmap reverseproxy-config --from-file=reverseproxy-config/ --dry-run=client -o yaml | kubectl apply --overwrite=true -f - || exit $?
+{% endif %}
+
 kubectl apply --overwrite=true -f pylon.yaml || exit $?
 
 sleep 10
diff --git a/src/pylon/deploy/stop.sh b/src/pylon/deploy/stop.sh
index 62888480..32e4dc7f 100644
--- a/src/pylon/deploy/stop.sh
+++ b/src/pylon/deploy/stop.sh
@@ -23,9 +23,9 @@ if kubectl get daemonset | grep -q "pylon-ds"; then
     kubectl delete ds pylon-ds || exit $?
 fi
 
-if kubectl get service | grep -q "pylon"; then
-    kubectl delete service pylon-service || exit $?
-fi
+# if kubectl get service | grep -q "pylon"; then
+#     kubectl delete service pylon-service || exit $?
+# fi
 
 if kubectl get configmap | grep -q "https-config"; then
     kubectl delete configmap https-config || exit $?
@@ -35,4 +35,8 @@ if kubectl get configmap | grep -q "pylon-config"; then
     kubectl delete configmap pylon-config || exit $?
 fi
 
+if kubectl get configmap | grep -q "reverseproxy-config"; then
+    kubectl delete configmap reverseproxy-config || exit $?
+fi
+
 popd > /dev/null
diff --git a/src/rest-server/.eslintrc.js b/src/rest-server/.eslintrc.js
index 429ce6e1..3969cadf 100644
--- a/src/rest-server/.eslintrc.js
+++ b/src/rest-server/.eslintrc.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   plugins: ['eslint-plugin-prettier'],
   env: {
diff --git a/src/rest-server/.yarn/install-state.gz b/src/rest-server/.yarn/install-state.gz
new file mode 100644
index 00000000..0a60fd9e
Binary files /dev/null and b/src/rest-server/.yarn/install-state.gz differ
diff --git a/src/rest-server/build/rest-server.common.dockerfile b/src/rest-server/build/rest-server.common.dockerfile
index 1f055a44..5a0f812b 100644
--- a/src/rest-server/build/rest-server.common.dockerfile
+++ b/src/rest-server/build/rest-server.common.dockerfile
@@ -15,7 +15,13 @@
 # DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-FROM mcr.microsoft.com/cbl-mariner/base/nodejs:18.20-cm2.0
+FROM node:20
+
+RUN npm install -g npm@latest
+
+RUN apt update && apt upgrade -y
+
+RUN apt purge -y subversion && apt autoremove -y
 
 WORKDIR /usr/src/app
 
diff --git a/src/rest-server/config/rest_server.py b/src/rest-server/config/rest_server.py
index 731d8f7d..7ab90f1d 100644
--- a/src/rest-server/config/rest_server.py
+++ b/src/rest-server/config/rest_server.py
@@ -75,9 +75,10 @@ def run(self):
             'schedule-port-start', 'schedule-port-end', 'sql-max-connection',
             'hived-computing-device-envs', 'log-server', 'log_azure_storage_account',
             'log_azure_storage_account_key', 'log_azure_storage_container_name',
-            'code-restriction'
+            'code-restriction', 'image-regex'
         ]:
-            service_object_model[k] = self.service_configuration[k]
+            if k in self.service_configuration:
+                service_object_model[k] = self.service_configuration[k]
 
         # default-computing-device-type only works in default scheduler.
         # If hived scheduler is enabled, it will be ignored.
diff --git a/src/rest-server/deploy/legacy_user_migrate.py b/src/rest-server/deploy/legacy_user_migrate.py
index 282a3e2d..0c118914 100644
--- a/src/rest-server/deploy/legacy_user_migrate.py
+++ b/src/rest-server/deploy/legacy_user_migrate.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import logging
 import logging.config
 
diff --git a/src/rest-server/deploy/rest-server.yaml.template b/src/rest-server/deploy/rest-server.yaml.template
index 4b967a96..cd629f52 100644
--- a/src/rest-server/deploy/rest-server.yaml.template
+++ b/src/rest-server/deploy/rest-server.yaml.template
@@ -70,6 +70,12 @@ spec:
           value: "{{ cluster_cfg['rest-server']['code-restriction']['script-prefix'] }}"
         - name: JOB_RESTRICTION_GIT_SCRIPT_NAME
           value: "{{ cluster_cfg['rest-server']['code-restriction']['script-name'] }}"
+{%- endif %}
+{%- if cluster_cfg['cluster']['common']['cluster-local-storage'] == 'true' %}
+        - name: CLUSTER_LOCAL_STORAGE_HOST_PATH
+          value: {{ cluster_cfg["cluster-local-storage"]["host-path"] }}
+        - name: CLUSTER_LOCAL_STORAGE_JOB_PATH
+          value: {{ cluster_cfg["cluster-local-storage"]["job-path"] }}
 {%- endif %}
         - name: LAUNCHER_TYPE
           value: {{ cluster_cfg["cluster"]["common"]["cluster-type"] }}
@@ -168,6 +174,8 @@ spec:
           value: {{ cluster_cfg['rest-server']['hived-computing-device-envs'] }}
         - name: ALERT_MANAGER_URL
           value: "{{ cluster_cfg['alert-manager']['url'] }}"
+        - name: IMAGE_REGEX
+          value: "{{ cluster_cfg['rest-server']['image-regex'] | default("") }}"
         ports:
         - name: rest-server
           containerPort: 8080
diff --git a/src/rest-server/deploy/user_v2_migrate.py b/src/rest-server/deploy/user_v2_migrate.py
index 112d3956..ff9a954a 100644
--- a/src/rest-server/deploy/user_v2_migrate.py
+++ b/src/rest-server/deploy/user_v2_migrate.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
 import logging
 import logging.config
 
diff --git a/src/rest-server/docs/swagger.yaml b/src/rest-server/docs/swagger.yaml
index da56e92f..c1a5786d 100644
--- a/src/rest-server/docs/swagger.yaml
+++ b/src/rest-server/docs/swagger.yaml
@@ -119,6 +119,27 @@ paths:
                   - "JWT Token Example"
         "401":
           $ref: "#/components/responses/UnauthorizedUserError"
+    delete:
+      tags:
+        - token
+      summary: Revoke all tokens.
+      description: Revoke all tokens.
+      operationId: deleteTokens
+      security:
+        - bearerAuth: []
+      responses:
+        "200":
+          description: Succeeded
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/Response"
+              example:
+                message: revoke successfully
+        "401":
+          $ref: "#/components/responses/UnauthorizedUserError"
+        "403":
+          $ref: "#/components/responses/ForbiddenUserError"
   "/api/v2/tokens/{token}":
     delete:
       tags:
diff --git a/src/rest-server/package.json b/src/rest-server/package.json
index 76d9906f..d437b7be 100644
--- a/src/rest-server/package.json
+++ b/src/rest-server/package.json
@@ -22,51 +22,68 @@
     "url": "https://github.com/Microsoft/pai/issues"
   },
   "engines": {
-    "node": "^18"
+    "node": "^20"
   },
   "dependencies": {
-    "@azure/storage-blob": "^12.5.0",
-    "@kubernetes/client-node": "^0.20.0",
-    "ajv": "^6.12.3",
-    "ajv-merge-patch": "~4.1.0",
-    "async": "~2.6.4",
-    "async-mutex": "^0.2.6",
-    "axios": "^0.21.2",
-    "chai": "~4.1.2",
-    "chai-as-promised": "~7.1.1",
-    "chai-http": "^4.3.0",
-    "compression": "~1.7.1",
-    "cookie-parser": "~1.4.3",
-    "cors": "~2.8.4",
-    "coveralls": "~3.0.0",
-    "dotenv": "~4.0.0",
-    "express": "~4.16.2",
-    "express-rate-limit": "^5.1.1",
-    "fs-extra": "~7.0.1",
-    "http-errors": "~1.6.3",
-    "joi": "~13.0.1",
-    "js-yaml": "^3.13.1",
-    "jsonwebtoken": "~8.1.0",
+    "@azure/storage-blob": "^12.27.0",
+    "@kubernetes/client-node": "^1.2.0",
+    "ajv": "^8.17.1",
+    "async": "~3.2.6",
+    "async-mutex": "^0.5.0",
+    "axios": "^1.12.0",
+    "chai": "~5.2.0",
+    "chai-as-promised": "~8.0.1",
+    "chai-http": "^5.1.2",
+    "compression": "~1.8.0",
+    "cookie-parser": "~1.4.7",
+    "cors": "~2.8.5",
+    "dotenv": "~16.5.0",
+    "express": "^5.2.0",
+    "express-rate-limit": "^7.5.0",
+    "fast-json-patch": "^3.1.1",
+    "fs-extra": "~11.3.0",
+    "http-errors": "~2.0.0",
+    "joi": "~17.13.3",
+    "js-yaml": "^4.1.1",
+    "jsonwebtoken": "~9.0.2",
     "lodash": "^4.17.21",
-    "mocha": "~5.0.0",
-    "module-alias": "^2.2.0",
-    "morgan": "~1.9.0",
-    "mustache": "~2.3.0",
-    "nock": "~9.1.6",
-    "node-cache": "~4.2.0",
+    "mocha": "~11.4.0",
+    "module-alias": "^2.2.3",
+    "morgan": "~1.10.0",
+    "mustache": "~4.2.0",
+    "nock": "~14.0.4",
+    "node-cache": "~5.1.2",
     "node-rsa": "~1.1.1",
-    "nyc": "^14.1.1",
+    "nyc": "^17.1.0",
     "openpaidbsdk": "file:./openpaidbsdk",
-    "pg": "^7.17.1",
-    "querystring": "~0.2.0",
-    "sequelize": "^5.21.3",
-    "ssh-keygen": "~0.4.2",
-    "statuses": "~1.5.0",
-    "swagger-ui-express": "^4.1.2",
-    "unirest": "^0.6.0",
-    "url-join": "^4.0.1",
-    "winston": "~2.4.0",
-    "xml2js": "~0.4.19"
+    "pg": "^8.16.0",
+    "querystring": "~0.2.1",
+    "sequelize": "^6.37.7",
+    "sshpk": "^1.18.0",
+    "statuses": "~2.0.1",
+    "swagger-ui-express": "^5.0.1",
+    "tough-cookie": "^5.1.2",
+    "underscore": "^1.13.7",
+    "url": "^0.11.4",
+    "winston": "2",
+    "ws": "^8.18.2",
+    "xml2js": "~0.6.2"
+  },
+  "overrides": {
+    "express@*": "5.2.1",
+    "body-parser@*": "2.2.1",
+    "js-yaml@*": "4.1.1",
+    "validator@*": "13.15.22",
+    "express@* > body-parser": "2.2.1",
+    "@eslint/eslintrc@* > js-yaml": "4.1.1",
+    "@kubernetes/client-node@* > js-yaml": "4.1.1",
+    "rimraf@* > glob": "11.1.0",
+    "mocha@* > glob": "10.5.0"
+  },
+  "resolutions": {
+    "tar-fs": "^3.1.1",
+    "@eslint/plugin-kit": "^0.3.3",
+    "form-data": "^4.0.4"
   },
   "_moduleAliases": {
     "@pai": "src"
@@ -81,15 +98,14 @@
     "test": "npm run lint && nyc npm run mocha"
   },
   "devDependencies": {
-    "eslint": "^7.7.0",
-    "eslint-config-prettier": "~6.11.0",
-    "eslint-config-standard": "~14.1.1",
-    "eslint-plugin-import": "^2.22.0",
+    "eslint": "^9.27.0",
+    "eslint-config-prettier": "~10.1.5",
+    "eslint-plugin-import": "^2.31.0",
     "eslint-plugin-node": "^11.1.0",
-    "eslint-plugin-prettier": "~3.1.4",
-    "eslint-plugin-promise": "^4.2.1",
-    "eslint-plugin-standard": "^4.0.1",
-    "prettier": "~2.0.5",
-    "rimraf": "^3.0.2"
+    "eslint-plugin-prettier": "~5.4.0",
+    "eslint-plugin-promise": "^7.2.1",
+    "eslint-plugin-standard": "^5.0.0",
+    "prettier": "~3.5.3",
+    "rimraf": "^6.0.1"
   }
 }
diff --git a/src/rest-server/prettier.config.js b/src/rest-server/prettier.config.js
index b3b694af..b5b58b6e 100644
--- a/src/rest-server/prettier.config.js
+++ b/src/rest-server/prettier.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   semi: true,
   // Trailing commas help with git merging and conflict resolution
diff --git a/src/rest-server/src/config/authn.js b/src/rest-server/src/config/authn.js
index 600e9c3b..91bea216 100644
--- a/src/rest-server/src/config/authn.js
+++ b/src/rest-server/src/config/authn.js
@@ -56,7 +56,7 @@ if (authnConfig.authnMethod === 'OIDC') {
   if (process.env.OIDC_CONFIG_PATH) {
     odicConfigPath = process.env.OIDC_CONFIG_PATH;
   }
-  authnConfig.OIDCConfig = yaml.safeLoad(
+  authnConfig.OIDCConfig = yaml.load(
     fs.readFileSync(odicConfigPath, 'utf8'),
   );
   (async function () {
@@ -69,7 +69,7 @@ try {
   if (process.env.GROUP_CONFIG_PATH) {
     groupConfigPath = process.env.GROUP_CONFIG_PATH;
   }
-  authnConfig.groupConfig = yaml.safeLoad(
+  authnConfig.groupConfig = yaml.load(
     fs.readFileSync(groupConfigPath, 'utf8'),
   );
 } catch (error) {
@@ -86,7 +86,7 @@ const authnSchema = Joi.object()
   })
   .required();
 
-const { error, value } = Joi.validate(authnConfig, authnSchema);
+const { error, value } = authnSchema.validate(authnConfig);
 if (error) {
   throw new Error(`config error\n${error}`);
 }
diff --git a/src/rest-server/src/config/express.js b/src/rest-server/src/config/express.js
index 675d8a1e..a36238ed 100644
--- a/src/rest-server/src/config/express.js
+++ b/src/rest-server/src/config/express.js
@@ -64,7 +64,7 @@ app.use('/api/v2', routers.v2);
 app.use('/api/internal', routers.internal);
 
 // create OpenAPI docs
-const swaggerSpec = yaml.safeLoad(fs.readFileSync('./docs/swagger.yaml'));
+const swaggerSpec = yaml.load(fs.readFileSync('./docs/swagger.yaml'));
 app.use('/api/docs', swaggerUi.serve, swaggerUi.setup(swaggerSpec));
 
 // catch 404 and forward to error handler
diff --git a/src/rest-server/src/config/index.js b/src/rest-server/src/config/index.js
index ba3649b7..1ec8870b 100644
--- a/src/rest-server/src/config/index.js
+++ b/src/rest-server/src/config/index.js
@@ -64,22 +64,20 @@ let config = {
 };
 
 // define config schema
-const configSchema = Joi.object()
-  .keys({
-    env: Joi.string()
-      .allow(['test', 'development', 'production'])
-      .default('development'),
-    logLevel: Joi.string()
-      .allow(['error', 'warn', 'info', 'verbose', 'debug', 'silly'])
-      .default('debug'),
-    serverPort: Joi.number().integer().min(8000).max(65535).default(9186),
-    jwtSecret: Joi.string()
-      .required()
-      .description('JWT Secret required to sign'),
-  })
-  .required();
+const configSchema = Joi.object({
+  env: Joi.string()
+    .valid('test', 'development', 'production')
+    .default('development'),
+  logLevel: Joi.string()
+    .valid('error', 'warn', 'info', 'verbose', 'debug', 'silly')
+    .default('debug'),
+  serverPort: Joi.number().integer().min(8000).max(65535).default(9186),
+  jwtSecret: Joi.string()
+    .required()
+    .description('JWT Secret required to sign'),
+}).required();
 
-const { error, value } = Joi.validate(config, configSchema);
+const { error, value } = configSchema.validate(config);
 if (error) {
   throw new Error(`config error\n${error}`);
 }
diff --git a/src/rest-server/src/config/kubernetes.js b/src/rest-server/src/config/kubernetes.js
index 4254d8dd..c5033934 100644
--- a/src/rest-server/src/config/kubernetes.js
+++ b/src/rest-server/src/config/kubernetes.js
@@ -89,7 +89,25 @@ if (RBAC_IN_CLUSTER === 'false') {
 
 assert(apiserverConfig.uri, 'K8S_APISERVER_URI should be set in environments');
 
+function UpdateToken() {
+  if (apiserverConfig && apiserverConfig.headers) {
+    try {
+      let token;
+      if (K8S_APISERVER_TOKEN_FILE) {
+        token = readFileSync(K8S_APISERVER_TOKEN_FILE, 'utf8');
+      } else {
+        token = readFileSync('/var/run/secrets/kubernetes.io/serviceaccount/token', 'utf8');
+      }
+      apiserverConfig.headers.Authorization = `Bearer ${token}`;
+      logger.info('Kubernetes API token updated');
+    } catch (err) {
+      logger.error('Failed to update Kubernetes API token:', err.message);
+    }
+  }
+}
+
 module.exports = {
   apiserver: apiserverConfig,
   initPromise,
+  UpdateToken,
 };
diff --git a/src/rest-server/src/config/launcher.js b/src/rest-server/src/config/launcher.js
index 0570d749..b0bcfde9 100644
--- a/src/rest-server/src/config/launcher.js
+++ b/src/rest-server/src/config/launcher.js
@@ -82,6 +82,9 @@ const k8sLauncherConfigSchema = Joi.object()
     jobRestrictionGitRepoBranchModel: Joi.string().required(),
     jobRestrictionGitScriptPrefix: Joi.string().required(),
     jobRestrictionGitScriptName: Joi.string().required(),
+    clstoreHostPath: Joi.string().empty(''),
+    clstoreJobPath: Joi.string().empty(''),
+    imageRegex: Joi.string().empty(''),
   })
   .required();
 
@@ -152,12 +155,12 @@ if (launcherType === 'k8s') {
     jobRestrictionGitRepoBranchModel: process.env.JOB_RESTRICTION_GIT_REPO_BRANCH_MODEL || 'unset',
     jobRestrictionGitScriptPrefix: process.env.JOB_RESTRICTION_GIT_SCRIPT_PREFIX || 'unset',
     jobRestrictionGitScriptName: process.env.JOB_RESTRICTION_GIT_SCRIPT_NAME || 'unset',
+    clstoreHostPath: process.env.CLUSTER_LOCAL_STORAGE_HOST_PATH,
+    clstoreJobPath: process.env.CLUSTER_LOCAL_STORAGE_JOB_PATH,
+    imageRegex: process.env.IMAGE_REGEX || '',
   };
 
-  const { error, value } = Joi.validate(
-    launcherConfig,
-    k8sLauncherConfigSchema,
-  );
+  const { error, value } = k8sLauncherConfigSchema.validate(launcherConfig);
   if (error) {
     throw new Error(`launcher config error\n${error}`);
   }
diff --git a/src/rest-server/src/config/paiConfig.js b/src/rest-server/src/config/paiConfig.js
index 4d70830b..c54f66c5 100644
--- a/src/rest-server/src/config/paiConfig.js
+++ b/src/rest-server/src/config/paiConfig.js
@@ -25,7 +25,7 @@ const k8sModel = require('@pai/models/kubernetes/kubernetes');
 
 let paiMachineList = [];
 try {
-  paiMachineList = yaml.safeLoad(
+  paiMachineList = yaml.load(
     fs.readFileSync('/pai-cluster-config/layout.yaml', 'utf8'),
   )['machine-list'];
 } catch (err) {
@@ -36,7 +36,7 @@ try {
 
 let paiMachineSku = {};
 try {
-  const layoutConfig = yaml.safeLoad(
+  const layoutConfig = yaml.load(
     fs.readFileSync('/pai-cluster-config/layout.yaml', 'utf8'),
   );
   paiMachineSku = layoutConfig['machine-sku'] || {};
@@ -66,7 +66,7 @@ const paiConfigSchema = Joi.object()
   })
   .required();
 
-const { error, value } = Joi.validate(paiConfigData, paiConfigSchema);
+const { error, value } = paiConfigSchema.validate(paiConfigData);
 if (error) {
   throw new Error(`config error\n${error}`);
 }
diff --git a/src/rest-server/src/config/rate-limit.js b/src/rest-server/src/config/rate-limit.js
index 1ab03776..576d832d 100644
--- a/src/rest-server/src/config/rate-limit.js
+++ b/src/rest-server/src/config/rate-limit.js
@@ -33,7 +33,7 @@ const limiterConfigSchema = Joi.object()
   })
   .required();
 
-const { error, value } = Joi.validate(limiterConfig, limiterConfigSchema);
+const { error, value } = limiterConfigSchema.validate(limiterConfig);
 if (error) {
   throw new Error(`rate limit config error\n${error}`);
 }
@@ -44,6 +44,9 @@ module.exports = {
   api: rateLimit({
     max: limiterConfig.apiPerMin,
     windowMs: 1 * 60 * 1000,
+    validate: {
+      trustProxy: false
+    },
   }),
   listJob: rateLimit({
     max: limiterConfig.listJobPerMin,
diff --git a/src/rest-server/src/config/schedule-port.js b/src/rest-server/src/config/schedule-port.js
index b897148f..ff024eab 100644
--- a/src/rest-server/src/config/schedule-port.js
+++ b/src/rest-server/src/config/schedule-port.js
@@ -30,10 +30,7 @@ const schedulePortConfigSchema = Joi.object()
   })
   .required();
 
-const { error, value } = Joi.validate(
-  schedulePortConfig,
-  schedulePortConfigSchema,
-);
+const { error, value } = schedulePortConfigSchema.validate(schedulePortConfig);
 if (error) {
   throw new Error(`schedule port config error\n${error}`);
 }
diff --git a/src/rest-server/src/config/secret.js b/src/rest-server/src/config/secret.js
index b756154c..1cb93bb6 100644
--- a/src/rest-server/src/config/secret.js
+++ b/src/rest-server/src/config/secret.js
@@ -52,7 +52,7 @@ if (authnConfig.authnMethod !== 'OIDC') {
     .required();
 }
 
-const { error, value } = Joi.validate(userSecretConfig, userSecretConfigSchema);
+const { error, value } = userSecretConfigSchema.validate(userSecretConfig);
 if (error) {
   throw new Error(`config error\n${error}`);
 }
diff --git a/src/rest-server/src/config/v2/group.js b/src/rest-server/src/config/v2/group.js
index ebb9f9e2..16204605 100644
--- a/src/rest-server/src/config/v2/group.js
+++ b/src/rest-server/src/config/v2/group.js
@@ -65,9 +65,9 @@ const groupUpdateInputSchema = Joi.object().keys({
     .when('patch', {
       is: true,
       then: Joi.object({
-        description: Joi.empty(null),
-        externalName: Joi.empty(null),
-        extension: Joi.empty(null),
+        description: Joi.allow(null),
+        externalName: Joi.allow(null),
+        extension: Joi.allow(null),
       }),
       otherwise: Joi.object({
         description: Joi.required(),
diff --git a/src/rest-server/src/config/v2/protocol.js b/src/rest-server/src/config/v2/protocol.js
index 1cabfd9c..4f86c569 100644
--- a/src/rest-server/src/config/v2/protocol.js
+++ b/src/rest-server/src/config/v2/protocol.js
@@ -17,10 +17,8 @@
 
 // module dependencies
 const Ajv = require('ajv');
-const ajvMerge = require('ajv-merge-patch/keywords/merge');
 
-const ajv = new Ajv({ allErrors: true });
-ajvMerge(ajv);
+const ajv = new Ajv({ allErrors: true, allowUnionTypes: true });
 
 // base schema
 const baseSchema = {
@@ -78,106 +76,108 @@ const protocolSchema = {
         oneOf: [
           {
             // script or output prerequisite
-            $merge: {
-              source: {
-                $ref: 'base.json#',
+            type: 'object',
+            properties: {
+              protocolVersion: { $ref: 'base.json#/properties/protocolVersion' },
+              name: { $ref: 'base.json#/properties/name' },
+              version: { $ref: 'base.json#/properties/version' },
+              contributor: { $ref: 'base.json#/properties/contributor' },
+              description: { $ref: 'base.json#/properties/description' },
+              type: {
+                type: 'string',
+                enum: ['script', 'output'],
               },
-              with: {
-                properties: {
-                  type: {
-                    type: 'string',
-                    enum: ['script', 'output'],
-                  },
-                  plugin: {
-                    type: 'string',
-                  },
-                  require: {
-                    type: 'array',
-                    items: {
-                      type: 'string',
-                    },
-                  },
-                  uri: {
-                    type: 'string',
-                  },
+              plugin: {
+                type: 'string',
+              },
+              require: {
+                type: 'array',
+                items: {
+                  type: 'string',
                 },
-                required: ['name', 'type'],
-                additionalProperties: true,
+              },
+              uri: {
+                type: 'string',
               },
             },
+            required: ['name', 'type'],
+            additionalProperties: true,
           },
           {
             // data prerequisite
-            $merge: {
-              source: {
-                $ref: 'base.json#',
+            type: 'object',
+            properties: {
+              protocolVersion: { $ref: 'base.json#/properties/protocolVersion' },
+              name: { $ref: 'base.json#/properties/name' },
+              version: { $ref: 'base.json#/properties/version' },
+              contributor: { $ref: 'base.json#/properties/contributor' },
+              description: { $ref: 'base.json#/properties/description' },
+              type: {
+                type: 'string',
+                enum: ['data'],
               },
-              with: {
-                properties: {
-                  type: {
-                    type: 'string',
-                    enum: ['data'],
-                  },
-                  plugin: {
-                    type: 'string',
-                  },
-                  require: {
-                    type: 'array',
-                    items: {
-                      type: 'string',
-                    },
-                  },
-                  uri: {
-                    type: 'array',
-                    items: {
-                      type: 'string',
-                    },
-                  },
+              plugin: {
+                type: 'string',
+              },
+              require: {
+                type: 'array',
+                items: {
+                  type: 'string',
+                },
+              },
+              uri: {
+                type: 'array',
+                items: {
+                  type: 'string',
                 },
-                required: ['name', 'type'],
-                additionalProperties: true,
               },
             },
+            required: ['name', 'type'],
+            additionalProperties: true,
           },
           {
             // docker image prerequisite
-            $merge: {
-              source: {
-                $ref: 'base.json#',
+            type: 'object',
+            properties: {
+              protocolVersion: { $ref: 'base.json#/properties/protocolVersion' },
+              name: { $ref: 'base.json#/properties/name' },
+              version: { $ref: 'base.json#/properties/version' },
+              contributor: { $ref: 'base.json#/properties/contributor' },
+              description: { $ref: 'base.json#/properties/description' },
+              type: {
+                type: 'string',
+                enum: ['dockerimage'],
               },
-              with: {
+              auth: {
+                type: 'object',
                 properties: {
-                  type: {
+                  username: {
                     type: 'string',
-                    enum: ['dockerimage'],
                   },
-                  auth: {
-                    type: 'object',
-                    properties: {
-                      username: {
-                        type: 'string',
-                      },
-                      password: {
-                        type: 'string',
-                      },
-                      registryuri: {
-                        type: 'string',
-                      },
-                    },
+                  password: {
+                    type: 'string',
                   },
-                  uri: {
+                  registryuri: {
                     type: 'string',
                   },
                 },
-                required: ['name', 'type', 'uri'],
-                additionalProperties: false,
+              },
+              uri: {
+                type: 'string',
               },
             },
+            required: ['name', 'type', 'uri'],
+            additionalProperties: false,
           },
         ],
       },
       minItems: 1,
     },
+    jobType: {
+      type: 'string',
+      enum: ['inference', 'training', 'others'],
+      default: 'others',
+    },
     parameters: {
       type: 'object',
       additionalProperties: true,
@@ -191,6 +191,7 @@ const protocolSchema = {
       minimum: 0,
     },
     taskRoles: {
+      type: 'object',
       patternProperties: {
         '^[a-zA-Z_][a-zA-Z0-9_]*$': {
           type: 'object',
@@ -257,6 +258,7 @@ const protocolSchema = {
                   type: 'integer',
                 },
                 ports: {
+                  type: 'object',
                   patternProperties: {
                     '^[a-zA-Z_][a-zA-Z0-9_]*$': {
                       type: 'integer',
@@ -296,6 +298,7 @@ const protocolSchema = {
             $ref: 'base.json#/properties/name',
           },
           taskRoles: {
+            type: 'object',
             patternProperties: {
               '^[a-zA-Z_][a-zA-Z0-9_]*$': {
                 type: 'object',
diff --git a/src/rest-server/src/config/v2/user.js b/src/rest-server/src/config/v2/user.js
index 0bcfdcf0..c4ada696 100644
--- a/src/rest-server/src/config/v2/user.js
+++ b/src/rest-server/src/config/v2/user.js
@@ -87,11 +87,11 @@ const basicAdminUserUpdateInputSchema = Joi.object().keys({
     .when('patch', {
       is: true,
       then: Joi.object({
-        email: Joi.empty(null),
-        virtualCluster: Joi.empty(null),
-        admin: Joi.empty(null),
-        password: Joi.empty(null),
-        extension: Joi.empty(null),
+        email: Joi.allow(null),
+        virtualCluster: Joi.allow(null),
+        admin: Joi.allow(null),
+        password: Joi.allow(null),
+        extension: Joi.allow(null),
       }),
       otherwise: Joi.object({
         email: Joi.required(),
@@ -122,8 +122,8 @@ const basicUserUpdateInputSchema = Joi.object().keys({
     .when('patch', {
       is: true,
       then: Joi.object({
-        email: Joi.empty(null),
-        newPassword: Joi.empty(null),
+        email: Joi.allow(null),
+        newPassword: Joi.allow(null),
       }),
       otherwise: Joi.object({
         email: Joi.required(),
@@ -148,6 +148,7 @@ const oidcUserUpdateInputSchema = Joi.object().keys({
       sshKeys: Joi.array().optional(),
       jobPriority: Joi.number().integer().optional(),
       jobExpiration: Joi.string().isoDate().optional(),
+      vcadmins: Joi.array().items(Joi.string()).optional(),
     }).default(),
   }),
   patch: Joi.boolean().default(false),
diff --git a/src/rest-server/src/config/vc.js b/src/rest-server/src/config/vc.js
index 3a9e6399..c93c37df 100644
--- a/src/rest-server/src/config/vc.js
+++ b/src/rest-server/src/config/vc.js
@@ -35,14 +35,14 @@ const vcCreateInputSchema = Joi.object()
 // define the input schema for the 'put vc status' api
 const vcStatusPutInputSchema = Joi.object()
   .keys({
-    vcStatus: Joi.string().valid(['stopped', 'running']).required(),
+    vcStatus: Joi.string().valid('stopped', 'running').required(),
   })
   .required();
 
 const resourceUnits = {};
 
 if (enabledHived) {
-  const hivedConfig = yaml.safeLoad(fs.readFileSync(hivedSpecPath));
+  const hivedConfig = yaml.load(fs.readFileSync(hivedSpecPath));
   if (
     !(
       'physicalCluster' in hivedConfig &&
diff --git a/src/rest-server/src/controllers/v2/job.js b/src/rest-server/src/controllers/v2/job.js
index 57dd50cd..644ac6cf 100644
--- a/src/rest-server/src/controllers/v2/job.js
+++ b/src/rest-server/src/controllers/v2/job.js
@@ -26,6 +26,48 @@ const { Op } = require('sequelize');
 const { userProperty } = require('@pai/config/token');
 const userController = require('@pai/controllers/v2/user');
 
+const retrieveJobInfo = async (frameworkName, jobAttemptId, requestingUser, isAdmin, vcAdmins) => {
+  let data;
+  try {
+    data = await job.get(
+      frameworkName,
+      jobAttemptId ? Number(jobAttemptId) : undefined,
+    );
+  } catch (error) {
+    logger.error(`Error retrieving job: ${error.message}`);
+    throw createError(
+      'Internal Server Error',
+      'UnknownError',
+      `Failed to retrieve job ${frameworkName}.`,
+    );
+  }
+
+  if (data && data.jobStatus) {
+    const virtualCluster = data.jobStatus.virtualCluster;
+    const userName = data.jobStatus.username;
+    logger.info(`Job belongs to user: ${userName}, virtual cluster: ${virtualCluster}`);
+
+    const isAdminOfVC = vcAdmins.includes(virtualCluster);
+
+    if (userName !== requestingUser && !isAdmin && !isAdminOfVC) {
+      logger.warn(`User ${requestingUser} is not allowed to access job ${frameworkName}`);
+      throw createError(
+        'Forbidden',
+        'ForbiddenUserError',
+        `User ${requestingUser} is not allowed to access job ${frameworkName}.`,
+      );
+    }
+  } else {
+    throw createError(
+      'Not Found',
+      'NoJobStatusError',
+      `Job status for ${frameworkName} is not found.`,
+    );
+  }
+  logger.info(`Job ${frameworkName} retrieved successfully.`);
+  return data;
+};
+
 const list = asyncHandler(async (req, res) => {
   // ?keyword=<keyword filter>&username=<username1>,<username2>&vc=<vc1>,<vc2>
   //    &state=<state1>,<state2>&offset=<offset>&limit=<limit>&withTotalCount=true
@@ -50,7 +92,14 @@ const list = asyncHandler(async (req, res) => {
     }
 
     const username = req[userProperty].username;
-    myvcs = await userController.getUserVCs(username);
+    const currentvcs = await userController.getUserVCs(username);
+    let myvcs = await userController.getUserHistoryVCsFromUserInfo(username);
+    if (!myvcs || myvcs.length === 0) {
+      myvcs = [...currentvcs];
+    } else {
+      myvcs = Array.from(new Set([...myvcs, ...currentvcs]));
+    }
+
     if (!filters.virtualCluster || filters.virtualCluster.length === 0) {
       filters.virtualCluster = myvcs;
     } else {
@@ -59,6 +108,34 @@ const list = asyncHandler(async (req, res) => {
       );
     }
 
+    // if the user tries to access other users' jobs in his/her history VCs,
+    // we will block the request here
+    // if filtering on username is not applied, which means accessing all users' jobs,
+    // or filtering on multiple usernames besides of himself/herself,
+    // we need to do the checking
+    const userFilterChecking = !filters.userName || filters.userName.some((name) => name !== username);
+
+    if (userFilterChecking) {
+      const isAdmin = req[userProperty].admin;
+      // for admin user, no need to check
+      if (!isAdmin) {
+        if (filters.virtualCluster && filters.virtualCluster.length > 0) {
+          // now check if the vc list only contains user's current VCs
+          // vc filter is already applied above, so we don't need to check empty case here
+          const otherVcs = filters.virtualCluster.filter(
+            (vc) => !currentvcs.includes(vc),
+          );
+          if (otherVcs.length > 0) {
+            throw createError(
+              'Forbidden',
+              'ForbiddenUserError',
+              `User ${username} is not allowed to access other users' jobs in ${otherVcs.join(', ')}.`,
+            );
+          }
+        }
+      }
+    }
+
     if ('state' in req.query) {
       filters.state = req.query.state.split(',');
     }
@@ -86,6 +163,24 @@ const list = asyncHandler(async (req, res) => {
     if ('tagsNotContain' in req.query) {
       tagsNotContainFilter.name = req.query.tagsNotContain.split(',');
     }
+    if ('jobType' in req.query) {
+      // validate jobType values
+      const validJobTypes = ['inference', 'training', 'others'];
+      const requestedTypes = req.query.jobType.split(',');
+      const invalidTypes = requestedTypes.filter(type => !validJobTypes.includes(type));
+      if (invalidTypes.length > 0) {
+        throw createError(
+          'Bad Request',
+          'InvalidParametersError',
+          `Invalid job type(s): ${invalidTypes.join(', ')}`
+        );
+      }
+      if (Array.isArray(tagsContainFilter.name)) {
+        tagsContainFilter.name.push(...requestedTypes);
+      } else {
+        tagsContainFilter.name = requestedTypes;
+      }
+    }
     if ('keyword' in req.query) {
       // match text in username, jobname, or vc
       filters[Op.or] = [
@@ -188,9 +283,12 @@ const list = asyncHandler(async (req, res) => {
 });
 
 const get = asyncHandler(async (req, res) => {
-  const data = await job.get(
+  const data = await retrieveJobInfo(
     req.params.frameworkName,
     req.params.jobAttemptId ? Number(req.params.jobAttemptId) : undefined,
+    req[userProperty].username,
+    req[userProperty].admin,
+    req[userProperty].vcadmins || [],
   );
   res.json(data);
 });
@@ -199,6 +297,7 @@ const update = asyncHandler(async (req, res) => {
   const jobName = res.locals.protocol.name;
   const userName = req.user.username;
   const frameworkName = `${userName}~${jobName}`;
+  const jobType = res.locals.protocol.jobType || 'others';
 
   // check duplicate job
   try {
@@ -216,6 +315,7 @@ const update = asyncHandler(async (req, res) => {
     }
   }
   await job.put(frameworkName, res.locals.protocol, req.body);
+  await job.addTag(frameworkName, jobType);
   res.status(status('Accepted')).json({
     status: status('Accepted'),
     message: `Update job ${jobName} for user ${userName} successfully.`,
@@ -226,7 +326,29 @@ const execute = asyncHandler(async (req, res) => {
   const userName = req.user.username;
   const admin = req.user.admin;
   const data = await job.get(req.params.frameworkName);
-  if (data.jobStatus.username === userName || admin) {
+
+  if (data == null) {
+    throw createError(
+      'Job Not Found',
+      'NoJobError',
+      `Job ${req.params.frameworkName} is not found.`,
+    );
+  }
+
+  if (!data.jobStatus) {
+    throw createError(
+      'Internal Server Error',
+      'InvalidJobStatusError',
+      `Job status for ${req.params.frameworkName} is missing.`,
+    );
+  }
+
+  const jobVirtualCluster = data.jobStatus.virtualCluster;
+  const vcadmins = req.user.vcadmins || [];
+
+  const isAdminOfVC = vcadmins.includes(jobVirtualCluster);
+
+  if (data.jobStatus.username === userName || admin || isAdminOfVC) {
     await job.execute(req.params.frameworkName, req.body.value);
     res.status(status('Accepted')).json({
       status: status('Accepted'),
@@ -242,6 +364,14 @@ const execute = asyncHandler(async (req, res) => {
 });
 
 const getConfig = asyncHandler(async (req, res) => {
+  await retrieveJobInfo(
+    req.params.frameworkName,
+    undefined,
+    req[userProperty].username,
+    req[userProperty].admin,
+    req[userProperty].vcadmins || [],
+  );
+
   try {
     const data = await job.getConfig(req.params.frameworkName);
     return res.status(200).type('text/yaml').send(data);
@@ -300,6 +430,14 @@ const deleteTag = asyncHandler(async (req, res) => {
 });
 
 const getEvents = asyncHandler(async (req, res) => {
+  await retrieveJobInfo(
+    req.params.frameworkName,
+    undefined,
+    req[userProperty].username,
+    req[userProperty].admin,
+    req[userProperty].vcadmins || [],
+  );
+
   const filters = {};
   if (req.query) {
     if ('type' in req.query) {
@@ -331,6 +469,14 @@ const getEvents = asyncHandler(async (req, res) => {
 });
 
 const getLogs = asyncHandler(async (req, res) => {
+  await retrieveJobInfo(
+    req.params.frameworkName,
+    undefined,
+    req[userProperty].username,
+    req[userProperty].admin,
+    req[userProperty].vcadmins || [],
+  );
+
   try {
     const data = await log.getLogListFromLogServer(
       req.params.frameworkName,
@@ -346,10 +492,10 @@ const getLogs = asyncHandler(async (req, res) => {
     throw error.code === 'NoTaskLogError'
       ? error
       : createError(
-          'Internal Server Error',
-          'UnknownError',
-          'Failed to get log list',
-        );
+        'Internal Server Error',
+        'UnknownError',
+        'Failed to get log list',
+      );
   }
 });
 
diff --git a/src/rest-server/src/controllers/v2/user.js b/src/rest-server/src/controllers/v2/user.js
index 4c5b2152..682cc194 100644
--- a/src/rest-server/src/controllers/v2/user.js
+++ b/src/rest-server/src/controllers/v2/user.js
@@ -35,6 +35,11 @@ const getUserVCs = async (username) => {
   return [...virtualClusters];
 };
 
+const getUserHistoryVCsFromUserInfo = async (username) => {
+  const userInfo = await userModel.getUser(username);
+  return userInfo.history_vclist || [];
+};
+
 const getUser = async (req, res, next) => {
   try {
     const username = req.params.username;
@@ -73,24 +78,27 @@ const getAllUser = async (req, res, next) => {
 
     const retUserList = await Promise.all(
       userList.map(async (userItem) => {
+        // Create a shallow copy to avoid mutating the original object and possible circular references
+        const userCopy = { ...userItem };
         const groupItems = Array.from(
-          userItem.grouplist,
+          userCopy.grouplist,
           (groupname) => groupMap[groupname],
         );
         const admin = groupModel.getAdminWithGroupInfo(groupItems);
-        userItem.admin = admin;
-        userItem.virtualCluster = admin
+        userCopy.admin = admin;
+        userCopy.virtualCluster = admin
           ? allVClist
           : await groupModel.getVCsWithGroupInfo(groupItems);
-        userItem.storageConfig = await groupModel.getStorageConfigsWithGroupInfo(
+        userCopy.storageConfig = await groupModel.getStorageConfigsWithGroupInfo(
           groupItems,
         );
-        delete userItem.password;
-        return userItem;
+        delete userCopy.password;
+        return userCopy;
       }),
     );
     return res.status(200).json(retUserList);
   } catch (error) {
+    logger.error(error);
     return next(createError.unknown(error));
   }
 };
@@ -131,16 +139,23 @@ const createUserIfUserNotExist = async (req, res, next) => {
       password: userData.oid,
       grouplist: grouplist,
       extension: {},
+      history_vclist: [],
     };
-    await userModel.createUser(username, userValue);
-    req.updateResult = true;
+
+    const existUser = await userModel.getUser(username).catch(() => null);
+    req.updateResult = false;
+    if (!existUser) {
+      await userModel.createUser(username, userValue);
+      req.updateResult = true;
+    }
     next();
+
   } catch (error) {
     if (error.status === 409) {
       req.updateResult = false;
       next();
     } else {
-      return next(createError.unknown(error));
+      return next(createError.unknown(error && error.message ? error.message : JSON.stringify(error)));
     }
   }
 };
@@ -801,4 +816,5 @@ module.exports = {
   updateUserPassword,
   createUser,
   getUserVCs,
+  getUserHistoryVCsFromUserInfo,
 };
diff --git a/src/rest-server/src/middlewares/parameter.js b/src/rest-server/src/middlewares/parameter.js
index 821c9b2e..765a3bce 100644
--- a/src/rest-server/src/middlewares/parameter.js
+++ b/src/rest-server/src/middlewares/parameter.js
@@ -24,15 +24,14 @@ const createError = require('@pai/utils/error');
  */
 const validate = (schema) => {
   return (req, res, next) => {
-    Joi.validate(req.body, schema, (err, value) => {
-      if (err) {
-        next(createError('Bad Request', 'InvalidParametersError', err.message));
-      } else {
-        req.originalBody = req.body;
-        req.body = value;
-        next();
-      }
-    });
+    const { err, value } = schema.validate(req.body);
+    if (err) {
+      next(createError('Bad Request', 'InvalidParametersError', err.message));
+    } else {
+      req.originalBody = req.body;
+      req.body = value;
+      next();
+    }
   };
 };
 
diff --git a/src/rest-server/src/middlewares/token.js b/src/rest-server/src/middlewares/token.js
index 2e6734f2..8db609eb 100644
--- a/src/rest-server/src/middlewares/token.js
+++ b/src/rest-server/src/middlewares/token.js
@@ -55,6 +55,9 @@ const check = async (req, _, next) => {
     req[userProperty].admin = await userModel.checkAdmin(
       req[userProperty].username,
     );
+    req[userProperty].vcadmins = await userModel.checkVirtualClusterAdmin(
+      req[userProperty].username,
+    );
     next();
   } catch (error) {
     logger.debug(error);
diff --git a/src/rest-server/src/middlewares/v2/protocol.js b/src/rest-server/src/middlewares/v2/protocol.js
index 47089772..44a89bc3 100644
--- a/src/rest-server/src/middlewares/v2/protocol.js
+++ b/src/rest-server/src/middlewares/v2/protocol.js
@@ -24,6 +24,8 @@ const hived = require('@pai/middlewares/v2/hived');
 const { enabledHived } = require('@pai/config/launcher');
 const protocolSchema = require('@pai/config/v2/protocol');
 const asyncHandler = require('@pai/middlewares/v2/asyncHandler');
+const logger = require('@pai/config/logger');
+const launcherConfig = require('@pai/config/launcher'); 
 
 const mustacheWriter = new mustache.Writer();
 
@@ -53,8 +55,21 @@ const render = (template, dict, tags = ['<%', '%>']) => {
   return result.trim();
 };
 
+const getImageName = (prerequisites) => { 
+  if (
+    typeof prerequisites !== 'object' ||
+    typeof prerequisites.dockerimage !== 'object'
+  ) {
+    return null;
+  }
+
+  const dockerImages = Object.values(prerequisites.dockerimage);
+  const img = dockerImages.find(p => p.type === 'dockerimage' && p.uri);
+  return img?.uri ?? null;
+};
+
 const protocolValidate = (protocolYAML) => {
-  const protocolObj = yaml.safeLoad(protocolYAML);
+  const protocolObj = yaml.load(protocolYAML);
   if (!protocolSchema.validate(protocolObj)) {
     throw createError(
       'Bad Request',
@@ -87,6 +102,42 @@ const protocolValidate = (protocolYAML) => {
         prerequisiteSet.add(item.name);
       }
     }
+    const imageRegexPattern = launcherConfig.imageRegex;
+    let imageRegex;
+
+    try {
+      if (imageRegexPattern && imageRegexPattern.length > 0) {
+        imageRegex = new RegExp(imageRegexPattern);
+      }
+    } catch (error) {
+      logger.info(`Invalid imageRegex pattern: ${imageRegexPattern}. Error: ${error.message}`);
+      throw createError(
+          'Internal Server Error',
+          'InvalidImageRegexError',
+          `The provided imageRegex pattern "${imageRegexPattern}" is invalid.`
+      );
+    }
+
+    if (imageRegex) {
+      const imageName = getImageName(prerequisites);
+      // Check if the imageName matches the imageRegex
+      if (!imageName) {
+        throw createError(
+            'Bad Request',
+            'NoDockerImageError',
+            'No valid docker image found in prerequisites.'
+        );
+      }
+      // Check if the imageName matches the imageRegex
+      const match = imageRegex.test(imageName);
+      if (!match) {
+        throw createError(
+            'Bad Request',
+            'InvalidImageError',
+            `The image ${imageName} is not allowed.`
+        );
+      }
+    }
   }
   protocolObj.prerequisites = prerequisites;
   // convert deployments list to dict
@@ -120,6 +171,34 @@ const protocolValidate = (protocolYAML) => {
       }
     }
   }
+
+  // check jobType
+  if ('jobType' in protocolObj) {
+    if (protocolObj.jobType === 'inference') {
+      // check parameters for inference job
+      if (!('parameters' in protocolObj)) {
+        throw createError(
+          'Bad Request',
+          'InvalidProtocolError',
+          `The following parameters must be specified for inference job:
+INTERNAL_SERVER_IP=$PAI_HOST_IP_taskrole_0
+INTERNAL_SERVER_PORT=$PAI_PORT_LIST_taskrole_0_http
+API_KEY=[any string]`,
+        );
+      }
+      const requiredParams = ['INTERNAL_SERVER_IP', 'INTERNAL_SERVER_PORT', 'API_KEY'];
+      for (const param of requiredParams) {
+        if (!(param in protocolObj.parameters)) {
+          throw createError(
+            'Bad Request',
+            'InvalidProtocolError',
+            `Parameter ${param} must be specified for inference job.`,
+          );
+        }
+      }
+    }
+  }
+
   for (const taskRole of Object.keys(protocolObj.taskRoles)) {
     for (const field of prerequisiteFields) {
       if (
@@ -194,7 +273,7 @@ const protocolRender = (protocolObj) => {
         ],
       $output:
         protocolObj.prerequisites.output[
-          protocolObj.taskRoles[taskRole].output
+        protocolObj.taskRoles[taskRole].output
         ],
       $data:
         protocolObj.prerequisites.data[protocolObj.taskRoles[taskRole].data],
diff --git a/src/rest-server/src/models/kubernetes/k8s-secret.js b/src/rest-server/src/models/kubernetes/k8s-secret.js
index b57fde9e..b8408c34 100644
--- a/src/rest-server/src/models/kubernetes/k8s-secret.js
+++ b/src/rest-server/src/models/kubernetes/k8s-secret.js
@@ -232,6 +232,30 @@ const patchMetadata = async (namespace, name, metadata, options = {}) => {
   logger.info(`[${logId}] ${new Date(endTime).toISOString()} - Finished patching secret, response time: ${endTime - startTime}ms`);  
 };
 
+const deleteAll = async (namespace) => {
+  const client = initClient(namespace);
+
+  const logId = Math.floor(Math.random() * 100000);
+  const startTime = Date.now();
+  logger.info(`[${logId}] ${new Date(startTime).toISOString()} - Starting to delete all secrets in namespace ${namespace}`);
+
+  // List all secrets in the namespace
+  const response = await client.get('/');
+  const items = (response.data && response.data.items) || [];
+  for (const item of items) {
+    const secretName = item.metadata.name;
+    try {
+      await client.delete(`/${secretName}`);
+      logger.info(`[${logId}] Deleted secret: ${secretName}`);
+    } catch (err) {
+      logger.warn(`[${logId}] Failed to delete secret: ${secretName} - ${err.message}`);
+    }
+  }
+
+  const endTime = Date.now();
+  logger.info(`[${logId}] ${new Date(endTime).toISOString()} - Finished deleting all secrets, response time: ${endTime - startTime}ms`);
+};
+
 module.exports = {
   get,
   list,
@@ -239,4 +263,5 @@ module.exports = {
   replace,
   remove,
   patchMetadata,
+  deleteAll,
 };
diff --git a/src/rest-server/src/models/kubernetes/kubernetes.js b/src/rest-server/src/models/kubernetes/kubernetes.js
index afd5a6cd..794e0125 100644
--- a/src/rest-server/src/models/kubernetes/kubernetes.js
+++ b/src/rest-server/src/models/kubernetes/kubernetes.js
@@ -4,7 +4,7 @@
 const axios = require('axios');
 const { Agent } = require('https');
 const { URL } = require('url');
-const { apiserver } = require('@pai/config/kubernetes');
+const { apiserver, UpdateToken } = require('@pai/config/kubernetes');
 const status = require('statuses');
 const logger = require('@pai/config/logger');
 
@@ -45,6 +45,7 @@ const getClient = (baseURL = '') => {
     });
   }
   if (apiserver.headers) {
+    UpdateToken();
     config.headers = {
       ...apiserver.headers,
       ...config.headers,
diff --git a/src/rest-server/src/models/token.js b/src/rest-server/src/models/token.js
index a688fece..993e6002 100644
--- a/src/rest-server/src/models/token.js
+++ b/src/rest-server/src/models/token.js
@@ -24,6 +24,8 @@ const logger = require('@pai/config/logger');
 const databaseModel = require('@pai/utils/dbUtils');
 const { encodeName } = require('@pai/models/v2/utils/name');
 
+const { Mutex } = require('async-mutex');
+
 // job-specific tokens and other tokens are saved in different namespaces
 const userTokenNamespace =
   process.env.PAI_USER_TOKEN_NAMESPACE || 'pai-user-token';
@@ -33,6 +35,9 @@ if (process.env.NODE_ENV !== 'test') {
   k8sModel.createNamespace(userTokenNamespace);
 }
 
+const cache = new Map();
+const tokenMutex = new Mutex();
+
 const sign = async (
   username,
   application,
@@ -78,17 +83,41 @@ const purge = (data) => {
   return result;
 };
 
-const list = async (username) => {
-  const namespace = userTokenNamespace;
-  const tokens = await k8sSecret.get(namespace, username, { encode: 'hex' });
-  if (tokens === null) {
-    return {};
-  }
+const cleanExistingTokens = async (username, tokens) => {
   const purged = purge(tokens);
   if (Object.keys(tokens).length !== Object.keys(purged).length) {
-    await k8sSecret.replace(namespace, username, purged, { encode: 'hex' });
+    logger.info(`Purged invalid tokens for user: ${username}`);
+    await k8sSecret.replace(userTokenNamespace, username, purged, { encode: 'hex' });
   }
-  return Object.values(purged);
+  return purged;
+};
+
+const list = async (username) => {
+  // check if the token is cached
+  if (cache.has(username)) {
+    const tokens = await cleanExistingTokens(username, cache.get(username));
+    cache.set(username, tokens);
+    return Object.values(tokens);
+  }
+
+  return tokenMutex.runExclusive(async () => {
+    if (cache.has(username)) {
+      const tokens = await cleanExistingTokens(username, cache.get(username));
+      cache.set(username, tokens);
+      return Object.values(tokens);
+    }
+    // if not cached, read from k8s secret
+    logger.info(`Reading tokens for user: ${username} from k8s secret`);
+    const tokens = await k8sSecret.get(userTokenNamespace, username, { encode: 'hex' });
+    if (tokens === null) {
+      return [];
+    }
+
+    const purged = await cleanExistingTokens(username, tokens);
+    cache.set(username, purged);
+
+    return Object.values(purged);
+  });
 };
 
 const create = async (
@@ -115,7 +144,7 @@ const create = async (
     return token;
   }
   const namespace = userTokenNamespace;
-  const key = uuid();
+  const key = uuid.v4();
   const item = await k8sSecret.get(namespace, username, { encode: 'hex' });
   if (item === null) {
     await k8sSecret.create(
@@ -129,6 +158,18 @@ const create = async (
     result[key] = token;
     await k8sSecret.replace(namespace, username, result, { encode: 'hex' });
   }
+
+  // cache the token
+  await tokenMutex.runExclusive(() => {
+    if (cache.has(username)) {
+      const tokens = cache.get(username);
+      tokens[key] = token;
+      cache.set(username, tokens);
+    } else {
+      cache.set(username, { [key]: token });
+    }
+  });
+
   return token;
 };
 
@@ -143,6 +184,19 @@ const revoke = async (token) => {
     logger.info('No need to revoke job specific token.');
     return;
   }
+
+  await tokenMutex.runExclusive(async () => {
+    if (cache.has(username)) {
+      const tokens = cache.get(username);
+      for (const [key, val] of Object.entries(tokens)) {
+        if (val === token) {
+          delete tokens[key];
+        }
+      }
+      cache.set(username, tokens);
+    }
+  });
+
   const item = await k8sSecret.get(namespace, username, { encode: 'hex' });
   if (item === null) {
     // TODO: for test purpose. We only revoke the token if it exists.
@@ -161,6 +215,21 @@ const revoke = async (token) => {
 };
 
 const batchRevoke = async (username, filter) => {
+  await tokenMutex.runExclusive(async () => {
+    if (cache.has(username)) {
+      const tokens = cache.get(username);
+      let changed = false;
+      for (const [key, val] of Object.entries(tokens)) {
+        if (filter(val)) {
+          delete tokens[key];
+          changed = true;
+        }
+      }
+      if (changed) {
+        cache.set(username, tokens);
+      }
+    }
+  });
   const namespace = userTokenNamespace;
   const item = await k8sSecret.get(namespace, username, { encode: 'hex' });
   const result = purge(item || {});
@@ -173,7 +242,12 @@ const batchRevoke = async (username, filter) => {
 };
 
 const verify = async (token) => {
-  const payload = jwt.verify(token, secret);
+  let payload;
+  try {
+    payload = jwt.verify(token, secret);
+  } catch (err) {
+    throw new Error('Token is invalid');
+  }
   const username = payload.username;
   if (!username) {
     throw new Error('user name is null so Token is invalid');
@@ -196,9 +270,57 @@ const verify = async (token) => {
     }
   }
 
-  // TODO: for test purpose only
-  // we need to sync with the code author to verify the logic 
-  return payload;
+  // verify from user token cache
+  // if the token is cached, check if the token exists in the cache
+  if (cache.has(username)) {
+    const tokens = await cleanExistingTokens(username, cache.get(username));
+    // if tokens are changed, update the cache
+    if (Object.keys(tokens).length !== Object.keys(cache.get(username)).length) {
+      await tokenMutex.runExclusive(() => {
+        cache.set(username, tokens);
+      });
+    }
+    for (const val of Object.values(tokens)) {
+      if (val === token) {
+        logger.info('token verified from cache');
+        return payload;
+      }
+    }
+  }
+
+  // if not cached, read from k8s secret
+  const namespace = userTokenNamespace;
+  return tokenMutex.runExclusive(async () => {
+    if (cache.has(username)) {
+      const tokens = await cleanExistingTokens(username, cache.get(username));
+      cache.set(username, tokens);
+      for (const val of Object.values(tokens)) {
+        if (val === token) {
+          logger.info('token verified from cache');
+          return payload;
+        }
+      }
+    }
+
+    const items = await k8sSecret.get(namespace, username, { encode: 'hex' });
+    const tokens = await cleanExistingTokens(username, items || {});
+
+    cache.set(username, tokens);
+    for (const val of Object.values(tokens)) {
+      if (val === token) {
+        logger.info('token verified from k8s secret');
+        return payload;
+      }
+    }
+    throw new Error('Token is invalid');
+  });
+};
+
+const revokeAll = async () => {
+  // clear the cache
+  cache.clear();
+  // delete all tokens in the user token namespace
+  await k8sSecret.deleteAll(userTokenNamespace);
 };
 
 module.exports = {
@@ -207,4 +329,5 @@ module.exports = {
   batchRevoke,
   revoke,
   verify,
+  revokeAll,
 };
diff --git a/src/rest-server/src/models/v2/alert.js b/src/rest-server/src/models/v2/alert.js
index 69a61e66..301947ef 100644
--- a/src/rest-server/src/models/v2/alert.js
+++ b/src/rest-server/src/models/v2/alert.js
@@ -5,7 +5,7 @@
 const status = require('statuses');
 const launcherConfig = require('@pai/config/launcher');
 const createError = require('@pai/utils/error');
-var urljoin = require('url-join');
+const url = require("url");
 const axios = require('axios');
 
 const checkUserRelatedAlert = (alert, userName) => {
@@ -22,12 +22,12 @@ const checkUserRelatedAlert = (alert, userName) => {
 
 const list = async (isAdmin, userName) => {
   let response;
+  const urljoin = url.resolve(
+    launcherConfig.alertManagerUrl,
+    'alert-manager/api/v2/alerts?silenced=false&inhibited=false');
   var config = {
     method: 'get',
-    url: urljoin(
-      launcherConfig.alertManagerUrl,
-      'alert-manager/api/v2/alerts?silenced=false&inhibited=false',
-    ),
+    url: urljoin,
     headers: {},
   };
 
diff --git a/src/rest-server/src/models/v2/job/k8s.js b/src/rest-server/src/models/v2/job/k8s.js
index 65e7eec6..f21ccc8f 100644
--- a/src/rest-server/src/models/v2/job/k8s.js
+++ b/src/rest-server/src/models/v2/job/k8s.js
@@ -23,7 +23,6 @@ const runtimeEnv = require('./runtime-env');
 const launcherConfig = require('@pai/config/launcher');
 const createError = require('@pai/utils/error');
 const protocolSecret = require('@pai/utils/protocolSecret');
-const userModel = require('@pai/models/v2/user');
 const tokenModel = require('@pai/models/token');
 const storageModel = require('@pai/models/v2/storage');
 const logger = require('@pai/config/logger');
@@ -389,6 +388,12 @@ const generateTaskRole = (
     'extraContainerOptions' in config.taskRoles[taskRole] &&
       config.taskRoles[taskRole].extraContainerOptions.infiniband,
   );
+  // check if dind runtime plugin is enabled
+  const dindMode = Boolean(
+    config.extras &&
+    config.extras['com.microsoft.pai.runtimeplugin'] &&
+    config.extras['com.microsoft.pai.runtimeplugin'].some(plugin => plugin.plugin === 'dind')
+  );
   // enable gang scheduling or not
   let gangAllocation = 'true';
   const retryPolicy = {
@@ -501,6 +506,7 @@ const generateTaskRole = (
                 config.prerequisites.dockerimage[
                   config.taskRoles[taskRole].dockerImage
                 ].uri,
+                serviceAccountName: 'blob-access-pod-sa',
               command: ['/usr/local/pai/runtime'],
               resources: {
                 limits: {
@@ -515,6 +521,23 @@ const generateTaskRole = (
               env: [
                 ...frameworkEnvList,
                 ...taskRoleEnvList,
+                ...(('extras' in config && config.extras.allowAzCopy === true)
+                  ? [
+                      {
+                        name: 'AZCOPY_AUTO_LOGIN_TYPE',
+                        value: 'MSI',
+                      },
+                      {
+                        name: 'AZCOPY_MSI_CLIENT_ID',
+                        valueFrom: {
+                          configMapKeyRef: {
+                            name: 'blob-access-pod-identity',
+                            key: 'storageIdentityId',
+                          },
+                        },
+                      },
+                    ]
+                  : []),
                 // backward compatibility
                 {
                   name: 'PAI_TASK_INDEX',
@@ -526,6 +549,7 @@ const generateTaskRole = (
                 },
               ],
               securityContext: {
+                ...((dindMode) && { privileged: true }),
                 capabilities: {
                   add: ['SYS_ADMIN', 'IPC_LOCK', 'DAC_READ_SEARCH'],
                   drop: ['MKNOD'],
@@ -548,6 +572,13 @@ const generateTaskRole = (
                   }/${convertName(taskRole)}`,
                   mountPath: '/usr/local/pai/logs',
                 },
+                ...(launcherConfig.clstoreHostPath && launcherConfig.clstoreJobPath
+                  ? [{
+                      name: 'clstore',
+                      mountPath: launcherConfig.clstoreJobPath,
+                      readOnly: true,
+                    }]
+                  : []),
                 ...(enableLocalStorage && enableLocalStorage.enabled
                   ? enableLocalStorage.mntpath.map((mntPath, index) => ({
                       name: `local-storage-${index}`,
@@ -581,6 +612,14 @@ const generateTaskRole = (
                 path: `/mnt`,
               },
             },
+            ...(launcherConfig.clstoreHostPath && launcherConfig.clstoreJobPath
+              ? [{
+                  name: 'clstore',
+                  hostPath: {
+                    path: launcherConfig.clstoreHostPath,
+                  },
+                }]
+              : []),
             ...(enableLocalStorage && enableLocalStorage.enabled
               ? enableLocalStorage.hostpath.map((hostPath, index) => ({
                   name: `local-storage-${index}`,
@@ -704,7 +743,7 @@ const generateTaskRole = (
     ] = 1;
     frameworkTaskRole.task.pod.metadata.annotations[
       'hivedscheduler.microsoft.com/pod-scheduling-spec'
-    ] = yaml.safeDump(config.taskRoles[taskRole].hivedPodSpec);
+    ] = yaml.dump(config.taskRoles[taskRole].hivedPodSpec);
     if (config.taskRoles[taskRole].resourcePerInstance.gpu > 0) {
       for (const envName of launcherConfig.hivedComputingDeviceEnvs) {
         frameworkTaskRole.task.pod.spec.containers[0].env.push({
@@ -727,7 +766,7 @@ const generateTaskRole = (
       enableForceRunNodes.gpu
     ] = enableForceRunNodes.count;
   }
-  
+
   return frameworkTaskRole;
 };
 
@@ -920,7 +959,7 @@ const getDockerSecretDef = (frameworkName, auths) => {
 const getConfigSecretDef = (frameworkName, secrets) => {
   const name = `${encodeName(frameworkName)}-configcred`;
   const data = {
-    'secrets.yaml': Buffer.from(yaml.safeDump(secrets)).toString('base64'),
+    'secrets.yaml': Buffer.from(yaml.dump(secrets)).toString('base64'),
   };
   return getK8sSecretDef(name, data);
 };
@@ -929,7 +968,7 @@ const getUserExtensionSecretDef = (frameworkName, userExtension) => {
   const name = `${encodeName(frameworkName)}-usercred`;
   const data = {
     'userExtensionSecrets.yaml': Buffer.from(
-      yaml.safeDump(userExtension),
+      yaml.dump(userExtension),
     ).toString('base64'),
   };
   return getK8sSecretDef(name, data);
@@ -960,33 +999,43 @@ const list = async (
     Object.keys(tagsContainFilter).length !== 0 ||
     Object.keys(tagsNotContainFilter).length !== 0
   ) {
-    filters.name = {};
-    // tagsContain
+    // Build name filters by querying Tag table directly to avoid using QueryGenerator
+    const nameFilter = {};
+
+    // tagsContain -> include frameworks whose name appears in Tag rows matched by tagsContainFilter
     if (Object.keys(tagsContainFilter).length !== 0) {
-      const queryContainFrameworkName = databaseModel.sequelize.dialect.QueryGenerator.selectQuery(
-        'tags',
-        {
-          attributes: ['frameworkName'],
-          where: tagsContainFilter,
-        },
-      );
-      filters.name[Sequelize.Op.in] = Sequelize.literal(`
-          (${queryContainFrameworkName.slice(0, -1)})
-      `);
+      const containRows = await databaseModel.Tag.findAll({
+        attributes: ['frameworkName'],
+        where: tagsContainFilter,
+        raw: true,
+      });
+      const containNames = [...new Set(containRows.map((r) => r.frameworkName))];
+      // if no tags match, result is empty
+      if (containNames.length === 0) {
+        if (withTotalCount) {
+          return { totalCount: 0, data: [] };
+        } else {
+          return [];
+        }
+      }
+      nameFilter[Sequelize.Op.in] = containNames;
     }
-    // tagsNotContain
+
+    // tagsNotContain -> exclude frameworks whose name appears in Tag rows matched by tagsNotContainFilter
     if (Object.keys(tagsNotContainFilter).length !== 0) {
-      const queryNotContainFrameworkName = databaseModel.sequelize.dialect.QueryGenerator.selectQuery(
-        'tags',
-        {
-          attributes: ['frameworkName'],
-          where: tagsNotContainFilter,
-        },
-      );
-      filters.name[Sequelize.Op.notIn] = Sequelize.literal(`
-          (${queryNotContainFrameworkName.slice(0, -1)})
-      `);
+      const notContainRows = await databaseModel.Tag.findAll({
+        attributes: ['frameworkName'],
+        where: tagsNotContainFilter,
+        raw: true,
+      });
+      const notContainNames = [...new Set(notContainRows.map((r) => r.frameworkName))];
+      if (notContainNames.length > 0) {
+        nameFilter[Sequelize.Op.notIn] = notContainNames;
+      }
     }
+
+    // merge with any existing name filter
+    filters.name = Object.assign({}, filters.name || {}, nameFilter);
   }
 
   frameworks = await databaseModel.Framework.findAll({
@@ -1085,6 +1134,8 @@ const get = async (frameworkName, jobAttemptId) => {
 };
 
 const put = async (frameworkName, config, rawConfig) => {
+  // Lazy load to avoid circular dependency
+  const userModel = require('@pai/models/v2/user');
   const [userName] = frameworkName.split(/~(.+)/);
 
   const virtualCluster =
@@ -1405,7 +1456,7 @@ const getConfig = async (frameworkName) => {
 
   if (framework) {
     if (framework.jobConfig) {
-      return yaml.safeLoad(framework.jobConfig);
+      return yaml.load(framework.jobConfig);
     } else {
       throw createError(
         'Not Found',
@@ -1516,6 +1567,33 @@ const getEvents = async (frameworkName, attributes, filters) => {
   }
 };
 
+const listVCsFromJob = async (username) => {
+  try {
+    logger.info(`Start to list jobs for user ${username}`);
+    // Remove limit: 0 so it fetches all records, and optionally add a sensible order
+    const frameworks = await databaseModel.Framework.findAll({
+      attributes: [
+      'virtualCluster',
+      ],
+      where: { userName: username },
+    });
+
+    const vcsSet = new Set();
+    frameworks.forEach((framework) => {
+      if (framework.virtualCluster) {
+        vcsSet.add(framework.virtualCluster);
+      }
+    });
+    const vcs = Array.from(vcsSet);
+
+    logger.info(`User ${username} has accessed historical virtual clusters: ${vcs}`);
+    return vcs;
+  } catch (error) {
+    logger.error(`Failed to get historical virtual clusters for user ${username}: ${error}`);
+    return [];
+  }
+};
+
 // module exports
 module.exports = {
   list,
@@ -1527,4 +1605,5 @@ module.exports = {
   addTag,
   deleteTag,
   getEvents,
+  listVCsFromJob,
 };
diff --git a/src/rest-server/src/models/v2/storage.js b/src/rest-server/src/models/v2/storage.js
index 8002e37a..8bf884d5 100644
--- a/src/rest-server/src/models/v2/storage.js
+++ b/src/rest-server/src/models/v2/storage.js
@@ -18,7 +18,6 @@
 // module dependencies
 const status = require('statuses');
 const createError = require('@pai/utils/error');
-const user = require('@pai/models/v2/user');
 const secret = require('@pai/models/kubernetes/k8s-secret');
 const kubernetes = require('@pai/models/kubernetes/kubernetes');
 const logger = require('@pai/config/logger');
@@ -178,6 +177,9 @@ const convertVolumeDetail = async (pvc) => {
 };
 
 const list = async (userName, filterDefault = false) => {
+  // Lazy require to avoid circular dependency
+  const user = require('@pai/models/v2/user');
+
   let response;
   if (pvcCache.has('storageList')) {
     logger.info('Read persistant volume claim list from cache');
@@ -247,6 +249,9 @@ const list = async (userName, filterDefault = false) => {
 };
 
 const get = async (storageName, userName) => {
+  // Lazy require to avoid circular dependency
+  const user = require('@pai/models/v2/user');
+
   let response;
   if (pvcCache.has(storageName)) {
     logger.info(`Read persistant volume claim from cache: ${storageName}`);
diff --git a/src/rest-server/src/models/v2/user.js b/src/rest-server/src/models/v2/user.js
index 6d4e4cd7..55e5e643 100644
--- a/src/rest-server/src/models/v2/user.js
+++ b/src/rest-server/src/models/v2/user.js
@@ -114,6 +114,14 @@ const checkUserStorage = async (username, storageName) => {
   return userStorages.includes(storageName);
 };
 
+const checkVirtualClusterAdmin = async (username) => {
+  const userInfo = await getUser(username);
+  const vcadmins = (userInfo.extension && Array.isArray(userInfo.extension.vcadmins))
+    ? userInfo.extension.vcadmins
+    : [];
+  return vcadmins;
+};
+
 // module exports
 module.exports = {
   getUser,
@@ -126,6 +134,7 @@ module.exports = {
   checkUserVC,
   getUserVCs,
   checkAdmin,
+  checkVirtualClusterAdmin,
   batchUpdateUsers,
   getUserStorages,
   checkUserStorage,
diff --git a/src/rest-server/src/models/v2/utils/frameworkConverter.js b/src/rest-server/src/models/v2/utils/frameworkConverter.js
index 6cee89f5..bd0c9504 100644
--- a/src/rest-server/src/models/v2/utils/frameworkConverter.js
+++ b/src/rest-server/src/models/v2/utils/frameworkConverter.js
@@ -57,7 +57,7 @@ const extractRuntimeOutput = (podCompletionStatus) => {
         const output = message.substring(start, end).trim();
         try {
           res = {
-            ...yaml.safeLoad(output),
+            ...yaml.load(output),
             name: container.name,
           };
         } catch (error) {
@@ -98,7 +98,7 @@ const generateExitDiagnostics = (diag) => {
 
   const summmaryInfo = diag.substring(0, matches.index + 'matched:'.length);
   exitDiagnostics.diagnosticsSummary =
-    summmaryInfo + '\n' + yaml.safeDump(podCompletionStatus);
+    summmaryInfo + '\n' + yaml.dump(podCompletionStatus);
   exitDiagnostics.launcher = exitDiagnostics.diagnosticsSummary;
 
   // Get runtime output, set launcher output to null. Otherwise, treat all message as launcher output
@@ -121,7 +121,7 @@ const generateExitSpecMap = () => {
   } else {
     exitSpecPath = '/k8s-job-exit-spec-configuration/k8s-job-exit-spec.yaml';
   }
-  const exitSpecList = yaml.safeLoad(fs.readFileSync(exitSpecPath));
+  const exitSpecList = yaml.load(fs.readFileSync(exitSpecPath));
   const exitSpecMap = {};
   exitSpecList.forEach((val) => {
     exitSpecMap[val.code] = val;
diff --git a/src/rest-server/src/models/v2/virtual-cluster/k8s.js b/src/rest-server/src/models/v2/virtual-cluster/k8s.js
index bd0f9ec5..58c67d39 100644
--- a/src/rest-server/src/models/v2/virtual-cluster/k8s.js
+++ b/src/rest-server/src/models/v2/virtual-cluster/k8s.js
@@ -103,7 +103,7 @@ const getPodsInfo = async () => {
     ) {
       if (bindingInfo != null) {
         // scheduled by hived
-        const info = yaml.safeLoad(bindingInfo);
+        const info = yaml.load(bindingInfo);
         podInfo.resourcesUsed.gpu = info.gpuIsolation
           ? info.gpuIsolation.length
           : null;
diff --git a/src/rest-server/src/routes/token.js b/src/rest-server/src/routes/token.js
index 9a0244bb..4806b12b 100644
--- a/src/rest-server/src/routes/token.js
+++ b/src/rest-server/src/routes/token.js
@@ -103,5 +103,23 @@ router.get('/check', tokenMiddleware.check, async (req, res, next) => {
   }
 });
 
+// remove all the tokens in the system
+/** DELETE /api/v2/token - Revoke all the tokens in the system */
+router.delete(
+  '/',
+  tokenMiddleware.checkNotApplication,
+  tokenMiddleware.checkAdmin,
+  async (req, res, next) => {
+    try {
+      await tokenModel.revokeAll();
+      res.status(200).json({
+        message: 'All tokens revoked successfully',
+      });
+    } catch (err) {
+      next(createError.unknown(err));
+    }
+  },
+);
+
 // module exports
 module.exports = router;
diff --git a/src/rest-server/src/routes/v2/group.js b/src/rest-server/src/routes/v2/group.js
index dc508f00..d55061c4 100644
--- a/src/rest-server/src/routes/v2/group.js
+++ b/src/rest-server/src/routes/v2/group.js
@@ -65,7 +65,7 @@ router
 
 /** Internal API */
 router
-  .route('/:groupname/extension/*')
+  .route('/:groupname/extension/*splat')
   .put(
     token.checkNotApplication,
     param.validate(groupInputSchema.groupExtensionAttrUpdateInputSchema),
diff --git a/src/rest-server/src/utils/error.d.ts b/src/rest-server/src/utils/error.d.ts
index be594c1d..9dbdea34 100644
--- a/src/rest-server/src/utils/error.d.ts
+++ b/src/rest-server/src/utils/error.d.ts
@@ -33,8 +33,11 @@ declare type Code =
     'ForbiddenUserError' |
     'ForbiddenKeyError' |
     'IncorrectPasswordError' |
+    'InvalidImageError' |
+    'InvalidImageRegexError' |
     'InvalidParametersError' |
     'NoApiError' |
+    'NoDockerImageError' |
     'NoJobError' |
     'NoJobConfigError' |
     'NoJobSshInfoError' |
diff --git a/src/rest-server/src/utils/manager/user/crudK8sSecret.js b/src/rest-server/src/utils/manager/user/crudK8sSecret.js
index db7c0e14..83933cc1 100644
--- a/src/rest-server/src/utils/manager/user/crudK8sSecret.js
+++ b/src/rest-server/src/utils/manager/user/crudK8sSecret.js
@@ -17,6 +17,7 @@
 
 const User = require('./user');
 const logger = require('@pai/config/logger');
+const groupModel = require('@pai/models/v2/group');
 const k8sModel = require('@pai/models/kubernetes/kubernetes');
 const { Mutex } = require('async-mutex');
 
@@ -41,6 +42,39 @@ const cache = new Map();
 
 const readMutex = new Mutex();
 
+async function getHistoryVCs(name, grouplist, retrieveFromHistory=true) {
+  // Lazy require to avoid circular dependency
+  const { job } = require('@pai/models/v2/job');
+
+  // Retrieve VC list from the user's job history
+  let vcsFromJob = [];
+  if (retrieveFromHistory) {
+    logger.info(`Retrieving VC list from job history for user: ${name}`);
+    vcsFromJob = await job.listVCsFromJob(name);
+  }
+
+  // Retrieve VC list from each group the user belongs to
+  const vcSet = new Set();
+  const vcPromises = grouplist.map(async group => {
+    try {
+      return await groupModel.getGroupVCs(group);
+    } catch (error) {
+      logger.error(`Failed to fetch VCs for group ${group}:`, error);
+      return []; // Return an empty array on failure
+    }
+  });
+  const vcResults = await Promise.all(vcPromises);
+  vcResults.forEach(vcs => vcs.forEach(vc => vcSet.add(vc)));
+
+  // Merge VC lists and remove duplicates
+  const mergedVCList = new Set([
+    ...vcsFromJob,
+    ...Array.from(vcSet),
+  ]);
+
+  return Array.from(mergedVCList);
+}
+
 async function read(key) {
   if (cache.has(key)) {
     logger.info(`Read user info from cache: ${key}`);
@@ -86,6 +120,9 @@ async function read(key) {
         extension: JSON.parse(
           Buffer.from(userData.data.extension, 'base64').toString(),
         ),
+        history_vclist: userData.data.history_vclist
+          ? JSON.parse(Buffer.from(userData.data.history_vclist, 'base64').toString())
+          : [],
       });
 
       cache.set(key, userInstance);
@@ -153,6 +190,9 @@ async function readAll() {
             extension: JSON.parse(
               Buffer.from(item.data.extension, 'base64').toString(),
             ),
+            history_vclist: item.data.history_vclist
+              ? JSON.parse(Buffer.from(item.data.history_vclist, 'base64').toString())
+              : [],
           });
           allUserInstance.push(userInstance);
         } catch (error) {
@@ -194,10 +234,16 @@ async function create(key, value) {
       grouplist: value.grouplist,
       email: value.email,
       extension: value.extension,
+      history_vclist: [],
     });
     await User.encryptUserPassword(userInstance);
+
+    // retrieve VC list from the history job list belonging to the user if exists
+    userInstance.history_vclist = await getHistoryVCs(userInstance.username, userInstance.grouplist);
+
     const userData = {
       metadata: { name: hexKey },
+      type: 'Opaque',
       data: {
         username: Buffer.from(userInstance.username).toString('base64'),
         password: Buffer.from(userInstance.password).toString('base64'),
@@ -208,6 +254,7 @@ async function create(key, value) {
         extension: Buffer.from(JSON.stringify(userInstance.extension)).toString(
           'base64',
         ),
+        history_vclist: Buffer.from(JSON.stringify(userInstance.history_vclist)).toString('base64'),
       },
     };
     const logId = Math.floor(Math.random() * 100000);
@@ -224,8 +271,10 @@ async function create(key, value) {
     return response;
   } catch (error) {
     if (error.response) {
+      logger.error(`Error response while creating user: ${JSON.stringify(error.response.data)}`);
       throw error.response;
     } else {
+      logger.error(`Error while creating user: ${error.message}`);
       throw error;
     }
   }
@@ -249,10 +298,26 @@ async function update(key, value, updatePassword = false) {
       grouplist: value.grouplist,
       email: value.email,
       extension: value.extension,
+      history_vclist: value.history_vclist || [],
     });
     if (updatePassword) {
       await User.encryptUserPassword(userInstance);
     }
+
+    // if userInstance.history_vclist is empty, set it to the retrieved VC list
+    // retrieve VC list from the job list belonging to the user
+    const vclist = await getHistoryVCs(
+      userInstance.username,
+      userInstance.grouplist,
+      userInstance.history_vclist.length === 0
+    );
+
+    // Merge userInstance.history_vclist with vclist and remove duplicates
+    userInstance.history_vclist = Array.from(new Set([
+      ...(userInstance.history_vclist || []),
+      ...(vclist || []),
+    ]));
+
     const userData = {
       metadata: { name: hexKey },
       data: {
@@ -265,6 +330,7 @@ async function update(key, value, updatePassword = false) {
         extension: Buffer.from(JSON.stringify(userInstance.extension)).toString(
           'base64',
         ),
+        history_vclist: Buffer.from(JSON.stringify(userInstance.history_vclist)).toString('base64'),
       },
     };
     const logId = Math.floor(Math.random() * 100000);
diff --git a/src/rest-server/src/utils/manager/user/user.js b/src/rest-server/src/utils/manager/user/user.js
index 86c6c609..7fee7953 100644
--- a/src/rest-server/src/utils/manager/user/user.js
+++ b/src/rest-server/src/utils/manager/user/user.js
@@ -27,6 +27,7 @@ const userSchema = Joi.object()
     grouplist: Joi.array().items(Joi.string()).required(),
     password: Joi.string().empty('').default(''),
     extension: Joi.object().pattern(/\w+/, Joi.required()).required(),
+    history_vclist: Joi.array().items(Joi.string()),
   })
   .required();
 
diff --git a/src/rest-server/test/utils/nock.js b/src/rest-server/test/utils/nock.js
index 5412c0bd..783506e0 100644
--- a/src/rest-server/test/utils/nock.js
+++ b/src/rest-server/test/utils/nock.js
@@ -39,7 +39,7 @@ const encrypt = (username, password) => {
  * @param {string[]} data.grouplist
  */
 const getUserPayload = (data = {}) => {
-  const payload = yaml.safeLoad(fs.readFileSync(userTemplate));
+  const payload = yaml.load(fs.readFileSync(userTemplate));
   const username = data.username || 'admin';
   const password = data.password || 'default_password';
   const grouplist = data.grouplist || [];
@@ -57,7 +57,7 @@ const getUserPayload = (data = {}) => {
  * @param {string[]} data.virtualClusters
  */
 const getGroupPayload = (data = {}) => {
-  const payload = yaml.safeLoad(fs.readFileSync(groupTemplate));
+  const payload = yaml.load(fs.readFileSync(groupTemplate));
   const groupname = data.groupname || 'admin';
   const admin = data.admin || false;
   const virtualClusters = data.virtualClusters || [];
diff --git a/src/rest-server/test/v2/protocol.js b/src/rest-server/test/v2/protocol.js
index c2d98dd3..961bf8bc 100644
--- a/src/rest-server/test/v2/protocol.js
+++ b/src/rest-server/test/v2/protocol.js
@@ -489,13 +489,13 @@ describe('API v2 Unit Tests: protocol', () => {
   // protocol schema test
   it('test protocol schema for valid protocol', () => {
     for (let validProtocolYAML of Object.values(validProtocolYAMLs)) {
-      const validprotocolObj = yaml.safeLoad(validProtocolYAML);
+      const validprotocolObj = yaml.load(validProtocolYAML);
       expect(protocolSchema.validate(validprotocolObj)).to.be.true;
     }
   });
   it('test protocol schema for invalid protocol', () => {
     for (let invalidMessage of Object.keys(invalidProtocolYAMLs)) {
-      const invalidprotocolObj = yaml.safeLoad(invalidProtocolYAMLs[invalidMessage]);
+      const invalidprotocolObj = yaml.load(invalidProtocolYAMLs[invalidMessage]);
       if (invalidMessage[0] === '*') {
         invalidMessage = invalidMessage.slice(1);
       }
diff --git a/src/rest-server/yarn.lock b/src/rest-server/yarn.lock
index 666ebdd1..497ddf15 100644
--- a/src/rest-server/yarn.lock
+++ b/src/rest-server/yarn.lock
@@ -5,54 +5,49 @@ __metadata:
   version: 8
   cacheKey: 10c0
 
-"@azure/abort-controller@npm:^1.0.0":
-  version: 1.1.0
-  resolution: "@azure/abort-controller@npm:1.1.0"
+"@azure/abort-controller@npm:^2.0.0, @azure/abort-controller@npm:^2.1.2":
+  version: 2.1.2
+  resolution: "@azure/abort-controller@npm:2.1.2"
   dependencies:
-    tslib: "npm:^2.2.0"
-  checksum: 10c0/bb79f0faaa9e9c1ae3c4ec2523ea23ee0879cc491abb4b3ac2dd56c2cc2dfe4b7e8522ffa866d39c7145c0dd61387711368afe0d4eb6534daba7b67ed0a2a730
+    tslib: "npm:^2.6.2"
+  checksum: 10c0/3771b6820e33ebb56e79c7c68e2288296b8c2529556fbd29cf4cf2fbff7776e7ce1120072972d8df9f1bf50e2c3224d71a7565362b589595563f710b8c3d7b79
   languageName: node
   linkType: hard
 
-"@azure/abort-controller@npm:^2.0.0":
-  version: 2.1.2
-  resolution: "@azure/abort-controller@npm:2.1.2"
+"@azure/core-auth@npm:^1.10.0, @azure/core-auth@npm:^1.9.0":
+  version: 1.10.1
+  resolution: "@azure/core-auth@npm:1.10.1"
   dependencies:
+    "@azure/abort-controller": "npm:^2.1.2"
+    "@azure/core-util": "npm:^1.13.0"
     tslib: "npm:^2.6.2"
-  checksum: 10c0/3771b6820e33ebb56e79c7c68e2288296b8c2529556fbd29cf4cf2fbff7776e7ce1120072972d8df9f1bf50e2c3224d71a7565362b589595563f710b8c3d7b79
+  checksum: 10c0/83fd96e43cf8ca3e1cf6c7677915ca1433d6e331cb7352b64a3f93d9fd71dcddf77e8b46f2bb2a5db49ce87016ed30ebaca88034a0acf321e86ba17c0eb3329e
   languageName: node
   linkType: hard
 
-"@azure/core-auth@npm:^1.3.0":
-  version: 1.7.2
-  resolution: "@azure/core-auth@npm:1.7.2"
+"@azure/core-client@npm:^1.10.0, @azure/core-client@npm:^1.9.3":
+  version: 1.10.1
+  resolution: "@azure/core-client@npm:1.10.1"
   dependencies:
-    "@azure/abort-controller": "npm:^2.0.0"
-    "@azure/core-util": "npm:^1.1.0"
+    "@azure/abort-controller": "npm:^2.1.2"
+    "@azure/core-auth": "npm:^1.10.0"
+    "@azure/core-rest-pipeline": "npm:^1.22.0"
+    "@azure/core-tracing": "npm:^1.3.0"
+    "@azure/core-util": "npm:^1.13.0"
+    "@azure/logger": "npm:^1.3.0"
     tslib: "npm:^2.6.2"
-  checksum: 10c0/2b4c489855308cea46363dc8f216eeb63cb85aea08f1ab7cff0a6e47604eed2b0fc46415d7f6d71da0aa7922b81c631920d05698eb14454b65be07825c5c599a
+  checksum: 10c0/f88b3df77e50c07eccc1a4bc1c12e626620be12027dd100682116664c4cc676ee1f78427e55ce8750a311762f75fdd41f99ce289c06b78a3b18e491d622d0579
   languageName: node
   linkType: hard
 
-"@azure/core-http@npm:^3.0.0":
-  version: 3.0.4
-  resolution: "@azure/core-http@npm:3.0.4"
+"@azure/core-http-compat@npm:^2.2.0":
+  version: 2.3.1
+  resolution: "@azure/core-http-compat@npm:2.3.1"
   dependencies:
-    "@azure/abort-controller": "npm:^1.0.0"
-    "@azure/core-auth": "npm:^1.3.0"
-    "@azure/core-tracing": "npm:1.0.0-preview.13"
-    "@azure/core-util": "npm:^1.1.1"
-    "@azure/logger": "npm:^1.0.0"
-    "@types/node-fetch": "npm:^2.5.0"
-    "@types/tunnel": "npm:^0.0.3"
-    form-data: "npm:^4.0.0"
-    node-fetch: "npm:^2.6.7"
-    process: "npm:^0.11.10"
-    tslib: "npm:^2.2.0"
-    tunnel: "npm:^0.0.6"
-    uuid: "npm:^8.3.0"
-    xml2js: "npm:^0.5.0"
-  checksum: 10c0/87c81a0fa47289f2f0fe4270000503e2a09faf0a4b93023df2bcf9fb77cb13bada994d1086b01284d2afdd7c3099f9d97e257f43e68f3a109366157ffb45c230
+    "@azure/abort-controller": "npm:^2.1.2"
+    "@azure/core-client": "npm:^1.10.0"
+    "@azure/core-rest-pipeline": "npm:^1.22.0"
+  checksum: 10c0/e4a2744781c0d446b274677919d0f4621ad932aba907a54ee2275e3f62afaa636641ae3601497939543c6cf8acd07a2aaef3d4e94b49c9cc715d975a26d3601a
   languageName: node
   linkType: hard
 
@@ -68,7 +63,7 @@ __metadata:
   languageName: node
   linkType: hard
 
-"@azure/core-paging@npm:^1.1.1":
+"@azure/core-paging@npm:^1.6.2":
   version: 1.6.2
   resolution: "@azure/core-paging@npm:1.6.2"
   dependencies:
@@ -77,235 +72,486 @@ __metadata:
   languageName: node
   linkType: hard
 
-"@azure/core-tracing@npm:1.0.0-preview.13":
-  version: 1.0.0-preview.13
-  resolution: "@azure/core-tracing@npm:1.0.0-preview.13"
+"@azure/core-rest-pipeline@npm:^1.19.1, @azure/core-rest-pipeline@npm:^1.22.0":
+  version: 1.22.2
+  resolution: "@azure/core-rest-pipeline@npm:1.22.2"
   dependencies:
-    "@opentelemetry/api": "npm:^1.0.1"
-    tslib: "npm:^2.2.0"
-  checksum: 10c0/0977479165deefe1dcabbd68d18e44742ad18fa4bd0200b9d8b6647510c200800e8b47f8039a249086de9ff7eda37ea3f2beb85fa4878a08dd0251a71ea0cbe3
+    "@azure/abort-controller": "npm:^2.1.2"
+    "@azure/core-auth": "npm:^1.10.0"
+    "@azure/core-tracing": "npm:^1.3.0"
+    "@azure/core-util": "npm:^1.13.0"
+    "@azure/logger": "npm:^1.3.0"
+    "@typespec/ts-http-runtime": "npm:^0.3.0"
+    tslib: "npm:^2.6.2"
+  checksum: 10c0/b5767a09ab8a944237e52523173fd2d6746f156962d368255bd66c5f328c2aee49e9b85a0898734c27e54ac8ee8b0a0f29d6044557fe077bf47946fada388fa2
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-"@azure/core-util@npm:^1.1.0, @azure/core-util@npm:^1.1.1, @azure/core-util@npm:^1.2.0":
-  version: 1.9.0
-  resolution: "@azure/core-util@npm:1.9.0"
+"@azure/core-tracing@npm:^1.2.0, @azure/core-tracing@npm:^1.3.0":
+  version: 1.3.1
+  resolution: "@azure/core-tracing@npm:1.3.1"
   dependencies:
-    "@azure/abort-controller": "npm:^2.0.0"
     tslib: "npm:^2.6.2"
-  checksum: 10c0/6eb6efc8b8401fd6e3b56631e8e9a1dbc23a0048ae3bf498d10163624f805032a7730905465b2ebe95c840e5e939e66bf320448de8df50f66346e89b1295f9e7
+  checksum: 10c0/0cb26db9ab5336a1867cc9cd0bd42b1702406d0f76420385789d1a96c8702a38cb081838ea73cd707bb7b340c4386499cf6e77538cacfda4467c251fe2ffa32b
   languageName: node
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-"@azure/logger@npm:^1.0.0":
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+"@azure/core-util@npm:^1.11.0, @azure/core-util@npm:^1.13.0, @azure/core-util@npm:^1.2.0":
+  version: 1.13.1
+  resolution: "@azure/core-util@npm:1.13.1"
+  dependencies:
+    "@azure/abort-controller": "npm:^2.1.2"
+    "@typespec/ts-http-runtime": "npm:^0.3.0"
+    tslib: "npm:^2.6.2"
+  checksum: 10c0/37067621cdac933c51775c26648fdcea315f07b08bd875cff4610e403eabf9c12532525f0bf094e258dadc03a55d35f12c9242f662526847b32c85cdcc2d6603
+  languageName: node
+  linkType: hard
+
+"@azure/core-xml@npm:^1.4.5":
+  version: 1.5.0
+  resolution: "@azure/core-xml@npm:1.5.0"
   dependencies:
+    fast-xml-parser: "npm:^5.0.7"
+    tslib: "npm:^2.8.1"
+  checksum: 10c0/95c82da0014837796b7e8c22bc4db93d7c7b5984c35638c7c33868c7a0275b8b87a9ad68697ea24dfb7b4524d68ad0334d7096c5e4d34136d1c17b0b3447faee
+  languageName: node
+  linkType: hard
+
+"@azure/logger@npm:^1.0.0, @azure/logger@npm:^1.1.4, @azure/logger@npm:^1.3.0":
+  version: 1.3.0
+  resolution: "@azure/logger@npm:1.3.0"
+  dependencies:
+    "@typespec/ts-http-runtime": "npm:^0.3.0"
     tslib: "npm:^2.6.2"
-  checksum: 10c0/829c1da363b8fe732ca26326400575dc824e1032974dc499db539e9599e0e4f1b1f4bf936b68329171fece7e2d4bba3ffaaebb35ac60b73db4715c6dc026147a
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-"@azure/storage-blob@npm:^12.5.0":
-  version: 12.18.0
-  resolution: "@azure/storage-blob@npm:12.18.0"
+"@azure/storage-blob@npm:^12.27.0":
+  version: 12.29.1
+  resolution: "@azure/storage-blob@npm:12.29.1"
   dependencies:
-    "@azure/abort-controller": "npm:^1.0.0"
-    "@azure/core-http": "npm:^3.0.0"
+    "@azure/abort-controller": "npm:^2.1.2"
+    "@azure/core-auth": "npm:^1.9.0"
+    "@azure/core-client": "npm:^1.9.3"
+    "@azure/core-http-compat": "npm:^2.2.0"
     "@azure/core-lro": "npm:^2.2.0"
-    "@azure/core-paging": "npm:^1.1.1"
-    "@azure/core-tracing": "npm:1.0.0-preview.13"
-    "@azure/logger": "npm:^1.0.0"
+    "@azure/core-paging": "npm:^1.6.2"
+    "@azure/core-rest-pipeline": "npm:^1.19.1"
+    "@azure/core-tracing": "npm:^1.2.0"
+    "@azure/core-util": "npm:^1.11.0"
+    "@azure/core-xml": "npm:^1.4.5"
+    "@azure/logger": "npm:^1.1.4"
+    "@azure/storage-common": "npm:^12.1.1"
     events: "npm:^3.0.0"
-    tslib: "npm:^2.2.0"
-  checksum: 10c0/0bd50e1516ac8a137c3737fbf32b73b188936ed80400526eca07c737d9c9ad790465a4462157e8cbb2dc2e459bcb328c4dd31f6a39631505ed85304d452ecf72
+    tslib: "npm:^2.8.1"
+  checksum: 10c0/01173ca8a05d27dcf44f7eb5f30cc74d591de07c808cfe031917b1e905dc659165c9fd981113e778bbe52a4e8ed16269d3f9cf0bb006007c79ef3b5a8257aa8a
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-"@babel/code-frame@npm:7.12.11":
-  version: 7.12.11
-  resolution: "@babel/code-frame@npm:7.12.11"
+"@azure/storage-common@npm:^12.1.1":
+  version: 12.1.1
+  resolution: "@azure/storage-common@npm:12.1.1"
   dependencies:
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+    "@azure/core-auth": "npm:^1.9.0"
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+    "@azure/core-rest-pipeline": "npm:^1.19.1"
+    "@azure/core-tracing": "npm:^1.2.0"
+    "@azure/core-util": "npm:^1.11.0"
+    "@azure/logger": "npm:^1.1.4"
+    events: "npm:^3.3.0"
+    tslib: "npm:^2.8.1"
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+"@babel/code-frame@npm:^7.27.1":
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+  resolution: "@babel/code-frame@npm:7.27.1"
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+    js-tokens: "npm:^4.0.0"
+    picocolors: "npm:^1.1.1"
+  checksum: 10c0/5dd9a18baa5fce4741ba729acc3a3272c49c25cb8736c4b18e113099520e7ef7b545a4096a26d600e4416157e63e87d66db46aa3fbf0a5f2286da2705c12da00
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+  version: 7.28.5
+  resolution: "@babel/compat-data@npm:7.28.5"
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-"@babel/generator@npm:^7.24.5, @babel/generator@npm:^7.4.0":
-  version: 7.24.5
-  resolution: "@babel/generator@npm:7.24.5"
+"@babel/core@npm:^7.23.9":
+  version: 7.28.5
+  resolution: "@babel/core@npm:7.28.5"
   dependencies:
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-    "@jridgewell/gen-mapping": "npm:^0.3.5"
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+  resolution: "node-cache@npm:5.1.2"
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-  resolution: "nyc@npm:14.1.1"
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+  resolution: "nyc@npm:17.1.0"
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-    merge-source-map: "npm:^1.1.0"
-    resolve-from: "npm:^4.0.0"
-    rimraf: "npm:^2.6.3"
+    "@istanbuljs/load-nyc-config": "npm:^1.0.0"
+    "@istanbuljs/schema": "npm:^0.1.2"
+    caching-transform: "npm:^4.0.0"
+    convert-source-map: "npm:^1.7.0"
+    decamelize: "npm:^1.2.0"
+    find-cache-dir: "npm:^3.2.0"
+    find-up: "npm:^4.1.0"
+    foreground-child: "npm:^3.3.0"
+    get-package-type: "npm:^0.1.0"
+    glob: "npm:^7.1.6"
+    istanbul-lib-coverage: "npm:^3.0.0"
+    istanbul-lib-hook: "npm:^3.0.0"
+    istanbul-lib-instrument: "npm:^6.0.2"
+    istanbul-lib-processinfo: "npm:^2.0.2"
+    istanbul-lib-report: "npm:^3.0.0"
+    istanbul-lib-source-maps: "npm:^4.0.0"
+    istanbul-reports: "npm:^3.0.2"
+    make-dir: "npm:^3.0.0"
+    node-preload: "npm:^0.2.1"
+    p-map: "npm:^3.0.0"
+    process-on-spawn: "npm:^1.0.0"
+    resolve-from: "npm:^5.0.0"
+    rimraf: "npm:^3.0.0"
     signal-exit: "npm:^3.0.2"
-    spawn-wrap: "npm:^1.4.2"
-    test-exclude: "npm:^5.2.3"
-    uuid: "npm:^3.3.2"
-    yargs: "npm:^13.2.2"
-    yargs-parser: "npm:^13.0.0"
+    spawn-wrap: "npm:^2.0.0"
+    test-exclude: "npm:^6.0.0"
+    yargs: "npm:^15.0.2"
   bin:
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-  checksum: 10c0/4eaf0231aa5ca15d3db2e79a468d2a2abd644b5e4a48dbcff46e84262e4461accddfb6f79d36ebf53edc462b877c5a987e94d774a3ab15f321e36b3e336b408a
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+    nyc: bin/nyc.js
+  checksum: 10c0/653497bf11c53c70d821c18a2bfb7dba310b297b8bc83e5392e560c3d60d4dc9836b6c44f060065dfa99f7dacfd49147f8f60b160dfbe3f722517d4e7e236db2
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+  checksum: 10c0/9730a3231304c419ca26b3bce238d437e763a87645a9761b4a1a044eccc120660ea6b4fbba4a86f6411eaaabc8a59777f60f2afff888d7a3b784c5ce5dddfa09
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+"object-inspect@npm:^1.13.3, object-inspect@npm:^1.13.4":
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-"object.assign@npm:^4.1.5":
-  version: 4.1.5
-  resolution: "object.assign@npm:4.1.5"
+"object.assign@npm:^4.1.7":
+  version: 4.1.7
+  resolution: "object.assign@npm:4.1.7"
   dependencies:
-    call-bind: "npm:^1.0.5"
+    call-bind: "npm:^1.0.8"
+    call-bound: "npm:^1.0.3"
     define-properties: "npm:^1.2.1"
-    has-symbols: "npm:^1.0.3"
+    es-object-atoms: "npm:^1.0.0"
+    has-symbols: "npm:^1.1.0"
     object-keys: "npm:^1.1.1"
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-"object.groupby@npm:^1.0.1":
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-"object.values@npm:^1.1.7":
-  version: 1.2.0
-  resolution: "object.values@npm:1.2.0"
+"object.values@npm:^1.2.1":
+  version: 1.2.1
+  resolution: "object.values@npm:1.2.1"
   dependencies:
-    call-bind: "npm:^1.0.7"
+    call-bind: "npm:^1.0.8"
+    call-bound: "npm:^1.0.3"
     define-properties: "npm:^1.2.1"
     es-object-atoms: "npm:^1.0.0"
-  checksum: 10c0/15809dc40fd6c5529501324fec5ff08570b7d70fb5ebbe8e2b3901afec35cf2b3dc484d1210c6c642cd3e7e0a5e18dd1d6850115337fef46bdae14ab0cb18ac3
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+  version: 2.4.1
+  resolution: "on-finished@npm:2.4.1"
+  dependencies:
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+  checksum: 10c0/46fb11b9063782f2d9968863d9cbba33d77aa13c17f895f56129c274318b86500b22af3a160fe9995aa41317efcd22941b6eba747f718ced08d9a73afdb087b4
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-  resolution: "on-headers@npm:1.0.2"
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+"on-headers@npm:~1.1.0":
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+  resolution: "on-headers@npm:1.1.0"
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-"openid-client@npm:^5.3.0":
-  version: 5.6.5
-  resolution: "openid-client@npm:5.6.5"
+"openid-client@npm:^6.1.3":
+  version: 6.8.1
+  resolution: "openid-client@npm:6.8.1"
   dependencies:
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-    lru-cache: "npm:^6.0.0"
-    object-hash: "npm:^2.2.0"
-    oidc-token-hash: "npm:^5.0.3"
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+    jose: "npm:^6.1.0"
+    oauth4webapi: "npm:^3.8.2"
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   version: 1.0.2
-  resolution: "openpaidbsdk@file:./openpaidbsdk#./openpaidbsdk::hash=f1423f&locator=pai-rest-server%40workspace%3A."
+  resolution: "openpaidbsdk@file:./openpaidbsdk#./openpaidbsdk::hash=13d9d1&locator=pai-rest-server%40workspace%3A."
   dependencies:
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+    pg: "npm:^8.15.6"
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+"outvariant@npm:^1.4.0, outvariant@npm:^1.4.3":
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+  resolution: "outvariant@npm:1.4.3"
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+  languageName: node
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+
+"own-keys@npm:^1.0.1":
+  version: 1.0.1
+  resolution: "own-keys@npm:1.0.1"
+  dependencies:
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+    object-keys: "npm:^1.1.1"
+    safe-push-apply: "npm:^1.0.0"
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-"p-limit@npm:^2.0.0":
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   resolution: "p-limit@npm:2.3.0"
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-"p-locate@npm:^3.0.0":
+"p-limit@npm:^3.0.2":
+  version: 3.1.0
+  resolution: "p-limit@npm:3.1.0"
+  dependencies:
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+  languageName: node
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+  version: 4.1.0
+  resolution: "p-locate@npm:4.1.0"
+  dependencies:
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+  languageName: node
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+
+"p-locate@npm:^5.0.0":
+  version: 5.0.0
+  resolution: "p-locate@npm:5.0.0"
+  dependencies:
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+  languageName: node
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-  resolution: "p-locate@npm:3.0.0"
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+    aggregate-error: "npm:^3.0.0"
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-"package-hash@npm:^3.0.0":
-  version: 3.0.0
-  resolution: "package-hash@npm:3.0.0"
+"package-hash@npm:^4.0.0":
+  version: 4.0.0
+  resolution: "package-hash@npm:4.0.0"
   dependencies:
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-    hasha: "npm:^3.0.0"
+    hasha: "npm:^5.0.0"
     lodash.flattendeep: "npm:^4.4.0"
     release-zalgo: "npm:^1.0.0"
-  checksum: 10c0/120855e7780d0402592c078a3f4e839f0eecb94200d25c0effe359b6c7d933747e2a65d613c02c9803a6b34338b5c0bdb89633fe138636883081b03efbaa4943
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-"packet-reader@npm:1.0.0":
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+  resolution: "package-json-from-dist@npm:1.0.1"
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-    chai-http: "npm:^4.3.0"
-    compression: "npm:~1.7.1"
-    cookie-parser: "npm:~1.4.3"
-    cors: "npm:~2.8.4"
-    coveralls: "npm:~3.0.0"
-    dotenv: "npm:~4.0.0"
-    eslint: "npm:^7.7.0"
-    eslint-config-prettier: "npm:~6.11.0"
-    eslint-config-standard: "npm:~14.1.1"
-    eslint-plugin-import: "npm:^2.22.0"
+    "@azure/storage-blob": "npm:^12.27.0"
+    "@kubernetes/client-node": "npm:^1.2.0"
+    ajv: "npm:^8.17.1"
+    async: "npm:~3.2.6"
+    async-mutex: "npm:^0.5.0"
+    axios: "npm:^1.12.0"
+    chai: "npm:~5.2.0"
+    chai-as-promised: "npm:~8.0.1"
+    chai-http: "npm:^5.1.2"
+    compression: "npm:~1.8.0"
+    cookie-parser: "npm:~1.4.7"
+    cors: "npm:~2.8.5"
+    dotenv: "npm:~16.5.0"
+    eslint: "npm:^9.27.0"
+    eslint-config-prettier: "npm:~10.1.5"
+    eslint-plugin-import: "npm:^2.31.0"
     eslint-plugin-node: "npm:^11.1.0"
-    eslint-plugin-prettier: "npm:~3.1.4"
-    eslint-plugin-promise: "npm:^4.2.1"
-    eslint-plugin-standard: "npm:^4.0.1"
-    express: "npm:~4.16.2"
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-    joi: "npm:~13.0.1"
-    js-yaml: "npm:^3.13.1"
-    jsonwebtoken: "npm:~8.1.0"
+    eslint-plugin-prettier: "npm:~5.4.0"
+    eslint-plugin-promise: "npm:^7.2.1"
+    eslint-plugin-standard: "npm:^5.0.0"
+    express: "npm:^5.2.0"
+    express-rate-limit: "npm:^7.5.0"
+    fast-json-patch: "npm:^3.1.1"
+    fs-extra: "npm:~11.3.0"
+    http-errors: "npm:~2.0.0"
+    joi: "npm:~17.13.3"
+    js-yaml: "npm:^4.1.1"
+    jsonwebtoken: "npm:~9.0.2"
     lodash: "npm:^4.17.21"
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-    module-alias: "npm:^2.2.0"
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-    mustache: "npm:~2.3.0"
-    nock: "npm:~9.1.6"
-    node-cache: "npm:~4.2.0"
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+    module-alias: "npm:^2.2.3"
+    morgan: "npm:~1.10.0"
+    mustache: "npm:~4.2.0"
+    nock: "npm:~14.0.4"
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     node-rsa: "npm:~1.1.1"
-    nyc: "npm:^14.1.1"
+    nyc: "npm:^17.1.0"
     openpaidbsdk: "file:./openpaidbsdk"
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-    prettier: "npm:~2.0.5"
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-    url-join: "npm:^4.0.1"
-    winston: "npm:~2.4.0"
-    xml2js: "npm:~0.4.19"
+    pg: "npm:^8.16.0"
+    prettier: "npm:~3.5.3"
+    querystring: "npm:~0.2.1"
+    rimraf: "npm:^6.0.1"
+    sequelize: "npm:^6.37.7"
+    sshpk: "npm:^1.18.0"
+    statuses: "npm:~2.0.1"
+    swagger-ui-express: "npm:^5.0.1"
+    tough-cookie: "npm:^5.1.2"
+    underscore: "npm:^1.13.7"
+    url: "npm:^0.11.4"
+    winston: "npm:2"
+    ws: "npm:^8.18.2"
+    xml2js: "npm:~0.6.2"
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   linkType: soft
 
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-  resolution: "path-type@npm:3.0.0"
+"path-scurry@npm:^1.11.1":
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+  resolution: "path-scurry@npm:1.11.1"
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-  checksum: 10c0/1332c632f1cac15790ebab8dd729b67ba04fc96f81647496feb1c2975d862d046f41e4b975dbd893048999b2cc90721f72924ad820acc58c78507ba7141a8e56
+    lru-cache: "npm:^10.2.0"
+    minipass: "npm:^5.0.0 || ^6.0.2 || ^7.0.0"
+  checksum: 10c0/32a13711a2a505616ae1cc1b5076801e453e7aae6ac40ab55b388bb91b9d0547a52f5aaceff710ea400205f18691120d4431e520afbe4266b836fadede15872d
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+    minipass: "npm:^7.1.2"
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+  resolution: "path-to-regexp@npm:8.3.0"
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+"pg-cloudflare@npm:^1.2.7":
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+  resolution: "pg-cloudflare@npm:1.2.7"
+  checksum: 10c0/8a52713dbdecc9d389dc4e65e3b7ede2e199ec3715f7491ee80a15db171f2d75677a102e9c2cef0cb91a2f310e91f976eaec0dd6ef5d8bf357de0b948f9d9431
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-  resolution: "pg-connection-string@npm:2.6.4"
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+"pg-connection-string@npm:^2.6.1, pg-connection-string@npm:^2.9.1":
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+  resolution: "pg-connection-string@npm:2.9.1"
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@@ -4202,39 +4631,23 @@ __metadata:
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-"pg-packet-stream@npm:^1.1.0":
-  version: 1.1.0
-  resolution: "pg-packet-stream@npm:1.1.0"
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-  languageName: node
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-  version: 2.0.10
-  resolution: "pg-pool@npm:2.0.10"
-  peerDependencies:
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-  languageName: node
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-  version: 3.6.2
-  resolution: "pg-pool@npm:3.6.2"
+"pg-pool@npm:^3.10.1":
+  version: 3.10.1
+  resolution: "pg-pool@npm:3.10.1"
   peerDependencies:
     pg: ">=8.0"
-  checksum: 10c0/14c524549490954b5e48457a4b808df8f619f6deeb3b395b0cd184a8f4ed65a9273fe0697ba0341a41d6745af197f1437eb1cf51fff0cbbf5b0fb3852ebe5392
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-  resolution: "pg-protocol@npm:1.6.1"
-  checksum: 10c0/7eadef4010ac0a3925c460be7332ca4098a5c6d5181725a62193fcfa800000ae6632d98d814f3989b42cf5fdc3b45e34c714a1959d29174e81e30730e140ae5f
+"pg-protocol@npm:^1.10.3":
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+  resolution: "pg-protocol@npm:1.10.3"
+  checksum: 10c0/f7ef54708c93ee6d271e37678296fc5097e4337fca91a88a3d99359b78633dbdbf6e983f0adb34b7cdd261b7ec7266deb20c3233bf3dfdb498b3e1098e8750b9
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   resolution: "pg-types@npm:2.2.0"
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-"pg@npm:^7.17.1":
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-  resolution: "pg@npm:7.18.2"
-  dependencies:
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-    packet-reader: "npm:1.0.0"
-    pg-connection-string: "npm:0.1.3"
-    pg-packet-stream: "npm:^1.1.0"
-    pg-pool: "npm:^2.0.10"
-    pg-types: "npm:^2.1.0"
-    pgpass: "npm:1.x"
-    semver: "npm:4.3.2"
-  checksum: 10c0/bd412081f4c3f05ed7cb6e967954b7877bc613089583381f6336de0ff79f81d1f427645314b91ebdd3709fa4c4b0bc0c23e8aac41126ddebdd74acbae95aa986
-  languageName: node
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-"pg@npm:^8.2.1":
-  version: 8.11.5
-  resolution: "pg@npm:8.11.5"
+"pg@npm:^8.15.6, pg@npm:^8.16.0":
+  version: 8.16.3
+  resolution: "pg@npm:8.16.3"
   dependencies:
-    pg-cloudflare: "npm:^1.1.1"
-    pg-connection-string: "npm:^2.6.4"
-    pg-pool: "npm:^3.6.2"
-    pg-protocol: "npm:^1.6.1"
-    pg-types: "npm:^2.1.0"
-    pgpass: "npm:1.x"
+    pg-cloudflare: "npm:^1.2.7"
+    pg-connection-string: "npm:^2.9.1"
+    pg-pool: "npm:^3.10.1"
+    pg-protocol: "npm:^1.10.3"
+    pg-types: "npm:2.2.0"
+    pgpass: "npm:1.0.5"
   peerDependencies:
     pg-native: ">=3.0.1"
   dependenciesMeta:
@@ -4281,11 +4678,11 @@ __metadata:
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       optional: true
-  checksum: 10c0/20f29a41a99bad5931faf4d4a01e7be7fb27e5b5338fdfb06d2368e295c3d3d4ef49958ad57d2b17bad108e5c84574db6244ed8221e6b77a767f64ef12564119
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+"picocolors@npm:^1.1.1":
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+  resolution: "picocolors@npm:1.1.1"
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-  version: 3.0.0
-  resolution: "pkg-dir@npm:3.0.0"
+"pkg-dir@npm:^4.1.0":
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+  resolution: "pkg-dir@npm:4.2.0"
   dependencies:
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-"prettier@npm:~2.0.5":
-  version: 2.0.5
-  resolution: "prettier@npm:2.0.5"
+"prettier@npm:~3.5.3":
+  version: 3.5.3
+  resolution: "prettier@npm:3.5.3"
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@@ -5757,7 +6187,7 @@ __metadata:
   languageName: node
   linkType: hard
 
-"xtend@npm:^4.0.0, xtend@npm:^4.0.1":
+"xtend@npm:^4.0.0":
   version: 4.0.2
   resolution: "xtend@npm:4.0.2"
   checksum: 10c0/366ae4783eec6100f8a02dff02ac907bf29f9a00b82ac0264b4d8b832ead18306797e283cf19de776538babfdcb2101375ec5646b59f08c52128ac4ab812ed0e
@@ -5771,44 +6201,86 @@ __metadata:
   languageName: node
   linkType: hard
 
-"yallist@npm:^2.1.2":
-  version: 2.1.2
-  resolution: "yallist@npm:2.1.2"
-  checksum: 10c0/0b9e25aa00adf19e01d2bcd4b208aee2b0db643d9927131797b7af5ff69480fc80f1c3db738cbf3946f0bddf39d8f2d0a5709c644fd42d4aa3a4e6e786c087b5
+"y18n@npm:^5.0.5":
+  version: 5.0.8
+  resolution: "y18n@npm:5.0.8"
+  checksum: 10c0/4df2842c36e468590c3691c894bc9cdbac41f520566e76e24f59401ba7d8b4811eb1e34524d57e54bc6d864bcb66baab7ffd9ca42bf1eda596618f9162b91249
   languageName: node
   linkType: hard
 
-"yallist@npm:^4.0.0":
-  version: 4.0.0
-  resolution: "yallist@npm:4.0.0"
-  checksum: 10c0/2286b5e8dbfe22204ab66e2ef5cc9bbb1e55dfc873bbe0d568aa943eb255d131890dfd5bf243637273d31119b870f49c18fcde2c6ffbb7a7a092b870dc90625a
+"yallist@npm:^3.0.2":
+  version: 3.1.1
+  resolution: "yallist@npm:3.1.1"
+  checksum: 10c0/c66a5c46bc89af1625476f7f0f2ec3653c1a1791d2f9407cfb4c2ba812a1e1c9941416d71ba9719876530e3340a99925f697142989371b72d93b9ee628afd8c1
   languageName: node
   linkType: hard
 
-"yargs-parser@npm:^13.0.0, yargs-parser@npm:^13.1.2":
-  version: 13.1.2
-  resolution: "yargs-parser@npm:13.1.2"
+"yargs-parser@npm:^18.1.2":
+  version: 18.1.3
+  resolution: "yargs-parser@npm:18.1.3"
   dependencies:
     camelcase: "npm:^5.0.0"
     decamelize: "npm:^1.2.0"
-  checksum: 10c0/aeded49d2285c5e284e48b7c69eab4a6cf1c94decfdba073125cc4054ff49da7128a3c7c840edb6b497a075e455be304e89ba4b9228be35f1ed22f4a7bba62cc
+  checksum: 10c0/25df918833592a83f52e7e4f91ba7d7bfaa2b891ebf7fe901923c2ee797534f23a176913ff6ff7ebbc1cc1725a044cc6a6539fed8bfd4e13b5b16376875f9499
+  languageName: node
+  linkType: hard
+
+"yargs-parser@npm:^21.1.1":
+  version: 21.1.1
+  resolution: "yargs-parser@npm:21.1.1"
+  checksum: 10c0/f84b5e48169479d2f402239c59f084cfd1c3acc197a05c59b98bab067452e6b3ea46d4dd8ba2985ba7b3d32a343d77df0debd6b343e5dae3da2aab2cdf5886b2
+  languageName: node
+  linkType: hard
+
+"yargs-unparser@npm:^2.0.0":
+  version: 2.0.0
+  resolution: "yargs-unparser@npm:2.0.0"
+  dependencies:
+    camelcase: "npm:^6.0.0"
+    decamelize: "npm:^4.0.0"
+    flat: "npm:^5.0.2"
+    is-plain-obj: "npm:^2.1.0"
+  checksum: 10c0/a5a7d6dc157efa95122e16780c019f40ed91d4af6d2bac066db8194ed0ec5c330abb115daa5a79ff07a9b80b8ea80c925baacf354c4c12edd878c0529927ff03
   languageName: node
   linkType: hard
 
-"yargs@npm:^13.2.2":
-  version: 13.3.2
-  resolution: "yargs@npm:13.3.2"
+"yargs@npm:^15.0.2":
+  version: 15.4.1
+  resolution: "yargs@npm:15.4.1"
   dependencies:
-    cliui: "npm:^5.0.0"
-    find-up: "npm:^3.0.0"
+    cliui: "npm:^6.0.0"
+    decamelize: "npm:^1.2.0"
+    find-up: "npm:^4.1.0"
     get-caller-file: "npm:^2.0.1"
     require-directory: "npm:^2.1.1"
     require-main-filename: "npm:^2.0.0"
     set-blocking: "npm:^2.0.0"
-    string-width: "npm:^3.0.0"
+    string-width: "npm:^4.2.0"
     which-module: "npm:^2.0.0"
     y18n: "npm:^4.0.0"
-    yargs-parser: "npm:^13.1.2"
-  checksum: 10c0/6612f9f0ffeee07fff4c85f153d10eba4072bf5c11e1acba96153169f9d771409dfb63253dbb0841ace719264b663cd7b18c75c0eba91af7740e76094239d386
+    yargs-parser: "npm:^18.1.2"
+  checksum: 10c0/f1ca680c974333a5822732825cca7e95306c5a1e7750eb7b973ce6dc4f97a6b0a8837203c8b194f461969bfe1fb1176d1d423036635285f6010b392fa498ab2d
+  languageName: node
+  linkType: hard
+
+"yargs@npm:^17.7.2":
+  version: 17.7.2
+  resolution: "yargs@npm:17.7.2"
+  dependencies:
+    cliui: "npm:^8.0.1"
+    escalade: "npm:^3.1.1"
+    get-caller-file: "npm:^2.0.5"
+    require-directory: "npm:^2.1.1"
+    string-width: "npm:^4.2.3"
+    y18n: "npm:^5.0.5"
+    yargs-parser: "npm:^21.1.1"
+  checksum: 10c0/ccd7e723e61ad5965fffbb791366db689572b80cca80e0f96aad968dfff4156cd7cd1ad18607afe1046d8241e6fb2d6c08bf7fa7bfb5eaec818735d8feac8f05
+  languageName: node
+  linkType: hard
+
+"yocto-queue@npm:^0.1.0":
+  version: 0.1.0
+  resolution: "yocto-queue@npm:0.1.0"
+  checksum: 10c0/dceb44c28578b31641e13695d200d34ec4ab3966a5729814d5445b194933c096b7ced71494ce53a0e8820685d1d010df8b2422e5bf2cdea7e469d97ffbea306f
   languageName: node
   linkType: hard
diff --git a/src/ssh-proxy/build/ssh-proxy.common.dockerfile b/src/ssh-proxy/build/ssh-proxy.common.dockerfile
new file mode 100644
index 00000000..1aa79cf6
--- /dev/null
+++ b/src/ssh-proxy/build/ssh-proxy.common.dockerfile
@@ -0,0 +1,20 @@
+FROM ubuntu:24.04
+
+# Install required packages and clean up to reduce image size
+RUN apt-get update && apt-get upgrade -y && \
+    apt-get install -y --no-install-recommends openssh-server && \
+    rm -rf /var/lib/apt/lists/* && \
+    mkdir /var/run/sshd
+
+# Create a non-root user with home directory
+RUN useradd -m -s /bin/bash sshuser
+
+# Create SSH directory and set permissions
+RUN mkdir -p /home/sshuser/.ssh && \
+    chown sshuser:sshuser /home/sshuser/.ssh
+
+# Expose SSH port
+EXPOSE 22
+
+# Set default command to run SSH daemon
+CMD ["/usr/sbin/sshd", "-D"]
\ No newline at end of file
diff --git a/src/ssh-proxy/config/ssh-proxy.yaml b/src/ssh-proxy/config/ssh-proxy.yaml
new file mode 100644
index 00000000..5eef03a5
--- /dev/null
+++ b/src/ssh-proxy/config/ssh-proxy.yaml
@@ -0,0 +1,18 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+public-key: "id_rsa.pub"
diff --git a/src/ssh-proxy/config/ssh_proxy.py b/src/ssh-proxy/config/ssh_proxy.py
new file mode 100644
index 00000000..1be451b9
--- /dev/null
+++ b/src/ssh-proxy/config/ssh_proxy.py
@@ -0,0 +1,30 @@
+#!/usr/bin/env python
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+
+import copy
+
+class SshProxy(object):
+    def __init__(self, cluster_conf, service_conf, default_service_conf):
+        self.cluster_conf = cluster_conf
+        self.service_conf = service_conf
+        self.default_service_conf = default_service_conf
+
+    def get_master_ip(self):
+        for host_conf in self.cluster_conf["machine-list"]:
+            if "pai-master" in host_conf and host_conf["pai-master"] == "true":
+                return host_conf["hostip"]
+
+    def validation_pre(self):
+        if not self.get_master_ip():
+            return False, f"No master ip found"
+        return True, None
+
+    def run(self):
+        result = copy.deepcopy(self.default_service_conf)
+        result.update(self.service_conf)
+        return result
+
+    def validation_post(self, conf):
+        return True, None
diff --git a/src/ssh-proxy/deploy/delete.sh b/src/ssh-proxy/deploy/delete.sh
new file mode 100644
index 00000000..1b952d11
--- /dev/null
+++ b/src/ssh-proxy/deploy/delete.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+pushd $(dirname "$0") > /dev/null
+
+echo "Call stop script to stop all service first"
+/bin/bash stop.sh || exit $?
+
+
+popd > /dev/null
\ No newline at end of file
diff --git a/src/ssh-proxy/deploy/refresh.sh b/src/ssh-proxy/deploy/refresh.sh
new file mode 100644
index 00000000..3b6d2ca1
--- /dev/null
+++ b/src/ssh-proxy/deploy/refresh.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+
+pushd $(dirname "$0") > /dev/null
+
+bash stop.sh
+bash start.sh
+
+popd > /dev/null
diff --git a/src/ssh-proxy/deploy/service.yaml b/src/ssh-proxy/deploy/service.yaml
new file mode 100644
index 00000000..3593b210
--- /dev/null
+++ b/src/ssh-proxy/deploy/service.yaml
@@ -0,0 +1,34 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+cluster-type:
+  - yarn
+  - k8s
+
+prerequisite:
+  - cluster-configuration
+  - drivers
+
+template-list:
+  - ssh-proxy.yaml
+  - start.sh
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+refresh-script: refresh.sh
+upgraded-script: upgraded.sh
diff --git a/src/ssh-proxy/deploy/ssh-proxy.yaml.template b/src/ssh-proxy/deploy/ssh-proxy.yaml.template
new file mode 100644
index 00000000..9bf4dbdd
--- /dev/null
+++ b/src/ssh-proxy/deploy/ssh-proxy.yaml.template
@@ -0,0 +1,84 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ssh-proxy-deployment
+  namespace: default
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: ssh-proxy
+  template:
+    metadata:
+      name: ssh-proxy
+      labels:
+        app: ssh-proxy
+    spec:
+      affinity:
+        nodeAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+            nodeSelectorTerms:
+            - matchExpressions:
+              - key: pai-master
+                operator: In
+                values:
+                - "true"
+      containers:
+      - image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}ssh-proxy:{{cluster_cfg["cluster"]["docker-registry"]["tag"]}}
+        imagePullPolicy: Always
+        name: ssh-proxy
+        ports:
+        - containerPort: 22
+          protocol: TCP
+        resources:
+          limits:
+            cpu: 250m
+            memory: 256Mi
+          requests:
+            cpu: 100m
+            memory: 128Mi
+        terminationMessagePath: /dev/termination-log
+        terminationMessagePolicy: File
+        volumeMounts:
+        - mountPath: /home/sshuser/.ssh/authorized_keys
+          name: ssh-key-volume
+          readOnly: true
+          subPath: id_rsa.pub
+      volumes:
+      - configMap:
+          defaultMode: 420
+          name: ssh-public-key
+        name: ssh-key-volume
+ 
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: ssh-proxy-service
+spec:
+  ports:
+  - port: 22
+    protocol: TCP
+    targetPort: 22
+  selector:
+    app: ssh-proxy
+  sessionAffinity: None
+  type: LoadBalancer
+  externalTrafficPolicy: Local
\ No newline at end of file
diff --git a/src/ssh-proxy/deploy/start.sh.template b/src/ssh-proxy/deploy/start.sh.template
new file mode 100644
index 00000000..622c8df7
--- /dev/null
+++ b/src/ssh-proxy/deploy/start.sh.template
@@ -0,0 +1,33 @@
+#!/bin/bash
+
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+pushd $(dirname "$0") > /dev/null
+
+kubectl create configmap ssh-public-key \
+        --from-file="id_rsa.pub"={{ cluster_cfg["ssh-proxy"]["public-key"] }} \
+        --dry-run=client -o yaml | kubectl apply --overwrite=true -f - || exit $?
+
+kubectl apply --overwrite=true -f ssh-proxy.yaml || exit $?
+
+# Wait until the service is ready.
+PYTHONPATH="../../../deployment" python -m  k8sPaiLibrary.monitorTool.check_pod_ready_status -w -k app -v ssh-proxy || exit $?
+
+popd > /dev/null
diff --git a/src/ssh-proxy/deploy/stop.sh b/src/ssh-proxy/deploy/stop.sh
new file mode 100644
index 00000000..6e6185a2
--- /dev/null
+++ b/src/ssh-proxy/deploy/stop.sh
@@ -0,0 +1,24 @@
+#!/bin/sh
+
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+kubectl delete --ignore-not-found --now configmap/ssh-public-key
+kubectl delete --ignore-not-found --now service/ssh-proxy-service
+kubectl delete --ignore-not-found --now deployment/ssh-proxy-deployment
diff --git a/src/utilization-reporter/build/utilization-reporter.common.dockerfile b/src/utilization-reporter/build/utilization-reporter.common.dockerfile
new file mode 100644
index 00000000..8cd50a5a
--- /dev/null
+++ b/src/utilization-reporter/build/utilization-reporter.common.dockerfile
@@ -0,0 +1,14 @@
+FROM python:3.12
+
+RUN apt update && apt upgrade -y
+
+RUN apt purge -y subversion && apt autoremove -y
+
+RUN pip install --upgrade pip
+
+WORKDIR /utilization-reporter
+
+RUN mkdir -p /utilization-reporter
+COPY src/* /utilization-reporter/
+
+RUN pip install -r requirements.txt
diff --git a/src/utilization-reporter/deploy/delete.sh b/src/utilization-reporter/deploy/delete.sh
new file mode 100644
index 00000000..1b952d11
--- /dev/null
+++ b/src/utilization-reporter/deploy/delete.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+pushd $(dirname "$0") > /dev/null
+
+echo "Call stop script to stop all service first"
+/bin/bash stop.sh || exit $?
+
+
+popd > /dev/null
\ No newline at end of file
diff --git a/src/utilization-reporter/deploy/refresh.sh b/src/utilization-reporter/deploy/refresh.sh
new file mode 100644
index 00000000..3b6d2ca1
--- /dev/null
+++ b/src/utilization-reporter/deploy/refresh.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+
+pushd $(dirname "$0") > /dev/null
+
+bash stop.sh
+bash start.sh
+
+popd > /dev/null
diff --git a/src/utilization-reporter/deploy/service.yaml b/src/utilization-reporter/deploy/service.yaml
new file mode 100644
index 00000000..0909fa91
--- /dev/null
+++ b/src/utilization-reporter/deploy/service.yaml
@@ -0,0 +1,33 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+cluster-type:
+  - yarn
+  - k8s
+
+prerequisite:
+  - cluster-configuration
+  - drivers
+
+template-list:
+  - utilization-reporter.yaml
+
+start-script: start.sh
+stop-script: stop.sh
+delete-script: delete.sh
+refresh-script: refresh.sh
+upgraded-script: upgraded.sh
diff --git a/src/utilization-reporter/deploy/start.sh b/src/utilization-reporter/deploy/start.sh
new file mode 100644
index 00000000..3d207d74
--- /dev/null
+++ b/src/utilization-reporter/deploy/start.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+pushd $(dirname "$0") > /dev/null
+
+kubectl apply --overwrite=true -f utilization-reporter.yaml || exit $?
+
+# Wait until the service is ready.
+PYTHONPATH="../../../deployment" python -m  k8sPaiLibrary.monitorTool.check_pod_ready_status -w -k app -v utilization-reporter || exit $?
+
+popd > /dev/null
diff --git a/src/utilization-reporter/deploy/stop.sh b/src/utilization-reporter/deploy/stop.sh
new file mode 100644
index 00000000..3ea9a21e
--- /dev/null
+++ b/src/utilization-reporter/deploy/stop.sh
@@ -0,0 +1,23 @@
+#!/bin/sh
+
+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+kubectl delete --ignore-not-found --now service/utilization-reporter-service
+kubectl delete --ignore-not-found --now deployment/utilization-reporter-deployment
diff --git a/src/utilization-reporter/deploy/utilization-reporter.yaml.template b/src/utilization-reporter/deploy/utilization-reporter.yaml.template
new file mode 100644
index 00000000..2a326afd
--- /dev/null
+++ b/src/utilization-reporter/deploy/utilization-reporter.yaml.template
@@ -0,0 +1,79 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+#
+# MIT License
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+# documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+# the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+# to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+# BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: utilization-reporter-deployment
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: utilization-reporter
+  template:
+    metadata:
+      name: utilization-reporter
+      labels:
+        app: utilization-reporter
+    spec:
+      hostNetwork: false
+      affinity:
+        nodeAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+            nodeSelectorTerms:
+            - matchExpressions:
+              - key: pai-master
+                operator: In
+                values:
+                - "true"
+      containers:
+      - name: prometheus
+        image: {{ cluster_cfg["cluster"]["docker-registry"]["prefix"] }}utilization-reporter:{{cluster_cfg["cluster"]["docker-registry"]["tag"]}}
+        resources:
+          limits:
+            cpu: "2"
+            memory: "1Gi"
+          requests:
+            cpu: "0.5"
+            memory: "256Mi"
+        command: ["python3", "cluster_utilization_reporter.py"]
+        env:
+        - name: PAI_BEARER_TOKEN
+          value: {{ cluster_cfg["alert-manager"]["pai-bearer-token"] }}
+        - name: PAI_URI
+    {%- if "ssl" in cluster_cfg["pylon"] and cluster_cfg["pylon"]["ssl"] %}
+          value: "{{ cluster_cfg['pylon']['uri-https']}}"
+    {%- else %}
+          value: "{{ cluster_cfg['pylon']['uri']}}"
+    {%- endif %}
+        ports:
+        - name: http
+          containerPort: 5000
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: utilization-reporter-service
+spec:
+  selector:
+    app: utilization-reporter
+  ports:
+  - protocol: TCP
+    port: 80
+    targetPort: 5000
+  type: ClusterIP
diff --git a/src/utilization-reporter/src/cluster_utilization_reporter.py b/src/utilization-reporter/src/cluster_utilization_reporter.py
new file mode 100644
index 00000000..3c8894dc
--- /dev/null
+++ b/src/utilization-reporter/src/cluster_utilization_reporter.py
@@ -0,0 +1,117 @@
+# Copyright (c) Microsoft Corporation
+# All rights reserved.
+
+
+import logging
+import os
+import requests
+from flask import Flask, request, jsonify
+
+CLUSTER_QUERY_STRING = "avg(avg_over_time(nvidiasmi_utilization_gpu[7d]))"
+JOB_GPU_PERCENT = 'avg by (job_name) (avg_over_time(task_gpu_percent[7d]))'
+JOB_GPU_HOURS = 'sum by (job_name) (count_over_time(task_gpu_percent[7d]))'
+# user used gpu hours / total gpu hours
+USER_QUERY_STRING = \
+    "(sum by (username) (sum_over_time(task_gpu_percent[7d]))) / (sum by (username) (count_over_time(task_gpu_percent[7d])*100)) * 100"
+
+QUERY_PREFIX = "/prometheus/api/v1/query"
+# only the jobs that are running or completed within 7d should be included
+# currently, we just set the limit to max
+REST_JOB_API_PREFIX = "/rest-server/api/v2/jobs?order=completionTime,DESC"
+
+TOKEN = os.environ.get('PAI_BEARER_TOKEN')
+
+app = Flask(__name__)
+
+def enable_request_debug_log(func):
+    def wrapper(*args, **kwargs):
+        requests_log = logging.getLogger("urllib3")
+        level = requests_log.level
+        requests_log.setLevel(logging.DEBUG)
+        requests_log.propagate = True
+
+        try:
+            return func(*args, **kwargs)
+        finally:
+            requests_log.setLevel(level)
+            requests_log.propagate = False
+
+    return wrapper
+
+
+@enable_request_debug_log
+def get_failed_job_gpu_mins(failed_jobs: list, start_timestamp: str, end_timestamp: str):
+    # get jobs in time range via prometheus api
+    query_url = os.environ.get('PAI_URI').rstrip("/") + QUERY_PREFIX
+    time_range_in_min = int((int(end_timestamp) - int(start_timestamp)) / 1000 / 60)
+    job_regex = "|".join(failed_jobs)
+    query_string = f"sum (count_over_time(task_gpu_percent{{job_name=~\"{job_regex}\"}}[{time_range_in_min}m:]))"
+    resp = requests.get(query_url, params={"query": query_string, "time": int(end_timestamp) // 1000})
+    resp.raise_for_status()
+    result = resp.json()
+    job_gpu_mins = result["data"]["result"][0]["value"][1]
+    logging.debug(f"Failed job gpu mins in time range from {start_timestamp} to {end_timestamp}: {job_gpu_mins}")
+    return job_gpu_mins
+
+
+@enable_request_debug_log
+def get_job_list(state: str, start_timestamp: str, end_timestamp: str):
+    # get failed jobs in time range via openpai api
+    rest_url = os.environ.get('PAI_URI').rstrip("/") + REST_JOB_API_PREFIX + f"?"
+    offset = 0
+    limit = 1000
+    headers = {'Authorization': f"Bearer {TOKEN}"}
+    job_list = []
+    while True:
+        resp = requests.get(rest_url+f"limit={limit}&offset={offset}&state={state}", headers=headers)
+        resp.raise_for_status()
+        jobs = resp.json()
+        # get the job list in time range
+        jobs_in_time_range = [job for job in jobs
+                              if int(job["completedTime"]) <= int(end_timestamp)
+                              and int(job["completedTime"]) >= int(start_timestamp)]
+        job_list += [job["username"] + "~" + job["name"] for job in jobs_in_time_range]
+        offset += limit
+        if int(jobs[-1]["completedTime"]) <= int(start_timestamp):
+            break
+    logging.debug(f"Failed jobs in time range from {start_timestamp} to {end_timestamp}: {job_list}")
+    return job_list
+
+
+@app.route('/healthz', methods=['GET'])
+def healthz():
+    return "ok"
+
+
+@app.route('/metrics', methods=['GET'])
+def get_cluster_job_gpu_hours():
+    start_timestamp = request.args.get('start_timestamp')
+    end_timestamp = request.args.get('end_timestamp')
+    failed_jobs = get_job_list("FAILED", start_timestamp, end_timestamp)
+    cluster_failed_job_gpu_mins = 0
+    if not failed_jobs:
+        cluster_failed_job_gpu_mins = 0
+    else:
+        cluster_failed_job_gpu_mins = get_failed_job_gpu_mins(failed_jobs, start_timestamp, end_timestamp)
+
+    return jsonify(
+        {
+            "cluster_failed_job_gpu_mins": cluster_failed_job_gpu_mins,
+            # "cluster_non_failed_job_gpu_idle_mins": cluster_non_failed_job_gpu_idle_mins,
+            # "cluster_non_failed_job_utilized_gpu_mins": cluster_non_failed_job_utilized_gpu_mins,
+            # "cluster_non_failed_job_nonutilized_gpu_mins": cluster_non_failed_job_nonutilized_gpu_mins
+        }
+    )
+
+
+def main():
+    app.run(host='0.0.0.0', port=5000)
+
+
+if __name__ == "__main__":
+    logging.basicConfig(
+        format=
+        "%(asctime)s - %(levelname)s - %(filename)s:%(lineno)s - %(message)s",
+        level=logging.INFO,
+    )
+    main()
diff --git a/src/utilization-reporter/src/requirements.txt b/src/utilization-reporter/src/requirements.txt
new file mode 100644
index 00000000..5eaf725f
--- /dev/null
+++ b/src/utilization-reporter/src/requirements.txt
@@ -0,0 +1,2 @@
+flask
+requests
\ No newline at end of file
diff --git a/src/watchdog/build/watchdog.common.dockerfile b/src/watchdog/build/watchdog.common.dockerfile
index 361665bb..602ee5c7 100644
--- a/src/watchdog/build/watchdog.common.dockerfile
+++ b/src/watchdog/build/watchdog.common.dockerfile
@@ -1,7 +1,7 @@
 # Copyright (c) Microsoft Corporation.
 # Licensed under the MIT License.
 
-FROM golang:1.22.2-alpine as builder
+FROM golang:1.24.9-alpine3.21 as builder
 
 ENV PROJECT_DIR=/src
 ENV INSTALL_DIR=/opt/watchdog
@@ -12,10 +12,12 @@ COPY src ${PROJECT_DIR}
 RUN ${PROJECT_DIR}/build/watchdog/go-build.sh && \
   mv ${PROJECT_DIR}/dist/watchdog/* ${INSTALL_DIR}
 
-FROM alpine:3.19
+FROM alpine:3.21
 
 ENV INSTALL_DIR=/opt/watchdog
 
 RUN apk update && apk add --no-cache bash
+RUN apk upgrade --no-cache
+
 COPY --from=builder ${INSTALL_DIR} ${INSTALL_DIR}
 WORKDIR ${INSTALL_DIR}
diff --git a/src/watchdog/src/go.mod b/src/watchdog/src/go.mod
index b00b04ac..8eb60a84 100644
--- a/src/watchdog/src/go.mod
+++ b/src/watchdog/src/go.mod
@@ -1,58 +1,60 @@
 module github.com/microsoft/watchdog
 
-go 1.22
+go 1.24.0
+
+toolchain go1.24.9
 
 require (
-	github.com/prometheus/client_golang v1.19.0
-	github.com/prometheus/client_model v0.6.1
-	github.com/stretchr/testify v1.9.0
-	k8s.io/api v0.28.5
-	k8s.io/apimachinery v0.28.5
-	k8s.io/client-go v0.28.5
+	github.com/prometheus/client_golang v1.22.0
+	github.com/prometheus/client_model v0.6.2
+	github.com/stretchr/testify v1.10.0
+	k8s.io/api v0.33.0
+	k8s.io/apimachinery v0.33.0
+	k8s.io/client-go v0.33.0
 	k8s.io/klog v1.0.0
 )
 
 require (
 	github.com/beorn7/perks v1.0.1 // indirect
-	github.com/cespare/xxhash/v2 v2.2.0 // indirect
+	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
-	github.com/emicklei/go-restful/v3 v3.9.0 // indirect
-	github.com/go-logr/logr v1.2.4 // indirect
-	github.com/go-openapi/jsonpointer v0.19.6 // indirect
-	github.com/go-openapi/jsonreference v0.20.2 // indirect
-	github.com/go-openapi/swag v0.22.3 // indirect
+	github.com/emicklei/go-restful/v3 v3.12.2 // indirect
+	github.com/fxamacker/cbor/v2 v2.8.0 // indirect
+	github.com/go-logr/logr v1.4.2 // indirect
+	github.com/go-openapi/jsonpointer v0.21.1 // indirect
+	github.com/go-openapi/jsonreference v0.21.0 // indirect
+	github.com/go-openapi/swag v0.23.1 // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
-	github.com/golang/protobuf v1.5.3 // indirect
-	github.com/google/gnostic-models v0.6.8 // indirect
-	github.com/google/go-cmp v0.6.0 // indirect
-	github.com/google/gofuzz v1.2.0 // indirect
-	github.com/google/uuid v1.3.0 // indirect
-	github.com/imdario/mergo v0.3.8 // indirect
+	github.com/google/gnostic-models v0.6.9 // indirect
+	github.com/google/go-cmp v0.7.0 // indirect
+	github.com/google/uuid v1.6.0 // indirect
 	github.com/josharian/intern v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/mailru/easyjson v0.7.7 // indirect
+	github.com/mailru/easyjson v0.9.0 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
-	github.com/prometheus/common v0.48.0 // indirect
-	github.com/prometheus/procfs v0.12.0 // indirect
-	github.com/spf13/pflag v1.0.5 // indirect
-	golang.org/x/net v0.20.0 // indirect
-	golang.org/x/oauth2 v0.16.0 // indirect
-	golang.org/x/sys v0.16.0 // indirect
-	golang.org/x/term v0.16.0 // indirect
-	golang.org/x/text v0.14.0 // indirect
-	golang.org/x/time v0.3.0 // indirect
-	google.golang.org/appengine v1.6.7 // indirect
-	google.golang.org/protobuf v1.33.0 // indirect
+	github.com/prometheus/common v0.63.0 // indirect
+	github.com/prometheus/procfs v0.16.1 // indirect
+	github.com/spf13/pflag v1.0.6 // indirect
+	github.com/x448/float16 v0.8.4 // indirect
+	golang.org/x/net v0.39.0 // indirect
+	golang.org/x/oauth2 v0.29.0 // indirect
+	golang.org/x/sys v0.32.0 // indirect
+	golang.org/x/term v0.31.0 // indirect
+	golang.org/x/text v0.24.0 // indirect
+	golang.org/x/time v0.11.0 // indirect
+	google.golang.org/protobuf v1.36.6 // indirect
+	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
-	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
-	k8s.io/klog/v2 v2.100.1 // indirect
-	k8s.io/kube-openapi v0.0.0-20230717233707-2695361300d9 // indirect
-	k8s.io/utils v0.0.0-20230406110748-d93618cff8a2 // indirect
-	sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
-	sigs.k8s.io/structured-merge-diff/v4 v4.2.3 // indirect
-	sigs.k8s.io/yaml v1.3.0 // indirect
+	k8s.io/klog/v2 v2.130.1 // indirect
+	k8s.io/kube-openapi v0.0.0-20250318190949-c8a335a9a2ff // indirect
+	k8s.io/utils v0.0.0-20250321185631-1f6e0b77f77e // indirect
+	sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect
+	sigs.k8s.io/randfill v1.0.0 // indirect
+	sigs.k8s.io/structured-merge-diff/v4 v4.7.0 // indirect
+	sigs.k8s.io/yaml v1.4.0 // indirect
 )
diff --git a/src/watchdog/src/go.sum b/src/watchdog/src/go.sum
index b024b7b4..db344958 100644
--- a/src/watchdog/src/go.sum
+++ b/src/watchdog/src/go.sum
@@ -1,60 +1,53 @@
 github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
 github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
-github.com/cespare/xxhash/v2 v2.2.0 h1:DC2CZ1Ep5Y4k3ZQ899DldepgrayRUGE6BBZ/cd9Cj44=
-github.com/cespare/xxhash/v2 v2.2.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
-github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
+github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
+github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/emicklei/go-restful/v3 v3.9.0 h1:XwGDlfxEnQZzuopoqxwSEllNcCOM9DhhFyhFIIGKwxE=
-github.com/emicklei/go-restful/v3 v3.9.0/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
+github.com/emicklei/go-restful/v3 v3.12.2 h1:DhwDP0vY3k8ZzE0RunuJy8GhNpPL6zqLkDf9B/a0/xU=
+github.com/emicklei/go-restful/v3 v3.12.2/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
+github.com/fxamacker/cbor/v2 v2.8.0 h1:fFtUGXUzXPHTIUdne5+zzMPTfffl3RD5qYnkY40vtxU=
+github.com/fxamacker/cbor/v2 v2.8.0/go.mod h1:vM4b+DJCtHn+zz7h3FFp/hDAI9WNWCsZj23V5ytsSxQ=
 github.com/go-logr/logr v0.1.0/go.mod h1:ixOQHD9gLJUVQQ2ZOR7zLEifBX6tGkNJF4QyIY7sIas=
-github.com/go-logr/logr v1.2.0/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
-github.com/go-logr/logr v1.2.4 h1:g01GSCwiDw2xSZfjJ2/T9M+S6pFdcNtFYsp+Y43HYDQ=
-github.com/go-logr/logr v1.2.4/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
-github.com/go-openapi/jsonpointer v0.19.6 h1:eCs3fxoIi3Wh6vtgmLTOjdhSpiqphQ+DaPn38N2ZdrE=
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+sigs.k8s.io/structured-merge-diff/v4 v4.7.0/go.mod h1:dDy58f92j70zLsuZVuUX5Wp9vtxXpaZnkPGWeqDfCps=
+sigs.k8s.io/yaml v1.4.0 h1:Mk1wCc2gy/F0THH0TAp1QYyJNzRm2KCLy3o5ASXVI5E=
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diff --git a/src/watchdog/src/pkg/watchdog/mock_k8s_server.go b/src/watchdog/src/pkg/watchdog/mock_k8s_server.go
index f2b29b1d..deed3b75 100644
--- a/src/watchdog/src/pkg/watchdog/mock_k8s_server.go
+++ b/src/watchdog/src/pkg/watchdog/mock_k8s_server.go
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 package watchdog
 
 import (
diff --git a/src/webportal/.env.example b/src/webportal/.env.example
new file mode 100644
index 00000000..0264f3e7
--- /dev/null
+++ b/src/webportal/.env.example
@@ -0,0 +1,26 @@
+# REST Server Configuration
+REST_SERVER_URI=http://localhost/rest-server
+
+# Monitoring Services
+PROMETHEUS_URI=http://localhost
+GRAFANA_URI=http://localhost/grafana
+
+# Storage Services
+YARN_WEB_PORTAL_URI=http://localhost/yarn
+WEBHDFS_URI=http://localhost/webhdfs
+K8S_DASHBOARD_URI=http://localhost/kubernetes-dashboard
+
+# Exporter Configuration
+EXPORTER_PORT=9100
+PROM_SCRAPE_TIME=300s
+
+# Authentication
+AUTHN_METHOD=basic
+
+# Plugins Configuration (JSON array)
+WEBPORTAL_PLUGINS=[]
+
+# Server Configuration
+SERVER_PORT=8080
+NODE_ENV=development
+LOG_LEVEL=info
diff --git a/src/webportal/.eslintrc.js b/src/webportal/.eslintrc.js
index 547b39e8..7e26004d 100644
--- a/src/webportal/.eslintrc.js
+++ b/src/webportal/.eslintrc.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   plugins: ['eslint-plugin-prettier', 'react-hooks'],
   env: {
diff --git a/src/webportal/.gitignore b/src/webportal/.gitignore
index 9d6825b6..146154b0 100644
--- a/src/webportal/.gitignore
+++ b/src/webportal/.gitignore
@@ -1,78 +1,38 @@
-# PAI Version directory
-version/
-
-*.zip
-job-docs.md
-job-submit.example.json
-/dist/
-
-# gitignore file for node js
-# Created by GitHub (https://github.com/github/gitignore/blob/master/Node.gitignore)
-
-# Logs
-logs
-*.log
-npm-debug.log*
-yarn-debug.log*
-yarn-error.log*
-
-# Runtime data
-pids
-*.pid
-*.seed
-*.pid.lock
-
-# Directory for instrumented libs generated by jscoverage/JSCover
-lib-cov
-
-# Coverage directory used by tools like istanbul
-coverage
-
-# nyc test coverage
-.nyc_output
-
-# Grunt intermediate storage (http://gruntjs.com/creating-plugins#storing-task-files)
-.grunt
-
-# Bower dependency directory (https://bower.io/)
-bower_components
-
-# node-waf configuration
-.lock-wscript
-
-# Compiled binary addons (https://nodejs.org/api/addons.html)
-build/Release
-
-# Dependency directories
+# Dependencies
 node_modules/
-jspm_packages/
-
-# Typescript v1 declaration files
-typings/
-
-# Optional npm cache directory
-.npm
-
-# Optional eslint cache
-.eslintcache
-
-# Optional REPL history
-.node_repl_history
+yarn.lock
+package-lock.json
 
-# Output of 'npm pack'
-*.tgz
-
-# Yarn Integrity file
-.yarn-integrity
-
-# dotenv environment variables file
-.env*
-
-# css TypeScript definition files
-*.css.d.ts
+# Build output
+dist/
+*.log
 
-# Webpack bundle profile file
+# Build-generated files (created by build-pre.sh)
+dependency/
+version/
+openpai-js-sdk/
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# Environment
+.env
+.env.local
+.env.development
+.env.production
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Temporary files
+*.tmp
+*.temp
+.cache/
+
+# Bundle analysis
 bundle.profile.json
-
-# Help docs images
-src/app/job/job-docs/imgs/
diff --git a/src/webportal/README.md b/src/webportal/README.md
deleted file mode 100644
index a4c80ded..00000000
--- a/src/webportal/README.md
+++ /dev/null
@@ -1,82 +0,0 @@
-# Webportal of Open PAI
-
-## Introduction
-
-Webportal is the front end of Open PAI cluster. It has several functions, such as:
-
-- Home page. Overview of cluster jobs and resources.
-- Dashboard. Include some metrics about cluster, like resource percent, node condition etc.
-- Submit Job. A main entrance of submitting job to Open PAI.
-- Jobs. Includes job list and job details.
-- Virtual Clusters. Manage virtual clusters.
-- Administration. Some management operation of admin.
-- Plugins. Custom plugins configured by cluster.
-
-## Infrastructure
-
-- Bundler: Webpack. [config file](./config/webpack.common.js)
-- Linter & Formatter: ESLint + Prettier
-- Pages
-  - Framework: AdminLTE
-  - Content
-    - Legacy: jquery + ejs template
-    - Modern: react + css modules + office-ui-fabric-react
-
-## Build and Start Webportal Service
-
-### Prerequisites
-
-To run web portal, the following services should be started:
-
-- REST Server
-- Prometheus
-- Grafana
-- Kubernetes
-- Other services your feature requires
-
-Create a ```.env``` file and fill the url of all above services, for example:
-
-```text
-REST_SERVER_URI=<hostname>/rest-server
-PROMETHEUS_URI=<hostname>
-YARN_WEB_PORTAL_URI=<hostname>/yarn
-GRAFANA_URI=<hostname>/grafana
-K8S_DASHBOARD_URI=<hostname>/kubernetes-dashboard
-WEBHDFS_URI=<hostname>/webhdfs
-EXPORTER_PORT=9100
-PROM_SCRAPE_TIME=300s
-AUTHN_METHOD=basic
-WEBPORTAL_PLUGINS=[]
-```
-
-All these values in .env file will be imported as global object [`window.ENV`](./src/app/env.js.template) when running webportal.
-
-### Development Mode
-
-- Run ```yarn install``` to install all the dependencies
-- Run ```yarn dev``` to start a webpack dev server
-
-### Production Mode
-
-- Run ```yarn install``` to install all dependencies
-- Run ```yarn build``` to build static files
-- Run ```yarn start``` to start webportal's static file host server
-
-## Code style check of webportal
-
-Webportal use [eslint](https://eslint.org/docs/user-guide/getting-started) with [standard config](https://github.com/standard/eslint-config-standard) as linter and [prettier](https://prettier.io/docs/en/index.html) as code formatter.
-
-Please refer to [eslint config file](./.eslintrc.js) and [prettier config file](./prettier.config.js) for details. Make sure to run ```yarn lint``` command every time before you push your code, and resolve all the errors and warnings. Otherwise it will break the CI check when you submit your pull request.
-
-If you use modern editors like VS Code. It is highly recommends to install [eslint](https://marketplace.visualstudio.com/items?itemName=dbaeumer.vscode-eslint) and [prettier](https://marketplace.visualstudio.com/items?itemName=esbenp.prettier-vscode) extensions.
-
-> How to do code format with prettier?
-> You could use cli like ```prettier --write 'src/**/*.js' 'src/**/*.jsx'``` or use prettier extension in vscode.
-
-## Webportal Plugins
-
-Webportal supports custom plugins for extension. Please refer to [here](https://openpai.readthedocs.io/en/latest/manual/cluster-admin/how-to-customize-cluster-by-plugins.html) for more details.
-
-## How to contribute
-
-Please refer to [how to contribute to Open PAI](https://github.com/microsoft/pai#how-to-contribute)
diff --git a/src/webportal/build/build-pre.sh b/src/webportal/build/build-pre.sh
index 2f2fe8f1..f608f9e9 100755
--- a/src/webportal/build/build-pre.sh
+++ b/src/webportal/build/build-pre.sh
@@ -19,13 +19,47 @@
 
 pushd $(dirname "$0") > /dev/null
 
+echo "Preparing build dependencies for webportal..."
+
+# Create dependency directory and copy docs and examples
 mkdir -p "../dependency"
-cp -arf "../../../docs" "../../../examples" "../dependency"
-cp -arfT "../../../version" "../version"
+echo "Copying docs and examples..."
+cp -arf "../../../docs" "../../../examples" "../dependency" 2>/dev/null || echo "Warning: docs or examples not found, skipping"
+
+# Copy openpai-js-sdk tar package for local dependency
+echo "Copying openpai-js-sdk tar package..."
+mkdir -p "../openpai-js-sdk"
+cp -af "../../openpai-js-sdk/microsoft-openpai-js-sdk-0.2.0.tgz" "../openpai-js-sdk/" || {
+    echo "Error: Failed to copy openpai-js-sdk tar package"
+    exit 1
+}
+
+# Copy version files
+echo "Copying version files..."
+cp -arfT "../../../version" "../version" 2>/dev/null || {
+    echo "Warning: version directory not found, creating default version"
+    mkdir -p "../version"
+    echo "1.0.0" > ../version/PAI.VERSION
+}
+
+# Set commit version
 if [ "$ATTACH_COMMIT_ID" = true ]; then
-    echo `git rev-parse HEAD | cut -c1-6` > ../version/COMMIT.VERSION
+    if command -v git &> /dev/null && git rev-parse --git-dir > /dev/null 2>&1; then
+        echo "Setting commit version from git..."
+        git rev-parse HEAD | cut -c1-6 > ../version/COMMIT.VERSION
+    else
+        echo "Git not available, using default commit version"
+        echo "dev" > ../version/COMMIT.VERSION
+    fi
 else
     echo "" > ../version/COMMIT.VERSION
 fi
 
+echo "Build preparation complete!"
+echo "  - dependency/ directory created"
+echo "  - openpai-js-sdk/ copied"
+echo "  - version/ files ready"
+echo "  - PAI.VERSION: $(cat ../version/PAI.VERSION)"
+echo "  - COMMIT.VERSION: $(cat ../version/COMMIT.VERSION)"
+
 popd > /dev/null
diff --git a/src/webportal/build/webportal.common.dockerfile b/src/webportal/build/webportal.common.dockerfile
index e58fb026..65af9f81 100644
--- a/src/webportal/build/webportal.common.dockerfile
+++ b/src/webportal/build/webportal.common.dockerfile
@@ -15,7 +15,7 @@
 # DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-FROM node:carbon
+FROM node:24-alpine
 
 WORKDIR /usr/src/app
 
@@ -29,9 +29,14 @@ RUN rm -rf .env && yarn --no-git-tag-version --new-version version \
     "$(cat version/PAI.VERSION)"
 RUN npm install json -g
 RUN json -I -f package.json -e "this.commitVersion=\"`cat version/COMMIT.VERSION`\""
-# Install dev-dependencies when building image
+# Fix openpai-js-sdk path for Docker build (point to the .tgz file)
+RUN json -I -f package.json -e "this.dependencies['@microsoft/openpai-js-sdk']='file:./openpai-js-sdk/microsoft-openpai-js-sdk-0.2.0.tgz'"
+# Install webportal dependencies (including the SDK from tar)
 RUN yarn install --production=false
+# Build webportal
 RUN npm run build
+# Create empty .env file for envsub (actual values come from k8s env vars)
+RUN touch .env
 
 EXPOSE ${SERVER_PORT}
 
diff --git a/src/webportal/config/marked.config.js b/src/webportal/config/marked.config.js
index 4f900717..dc7cb9a0 100644
--- a/src/webportal/config/marked.config.js
+++ b/src/webportal/config/marked.config.js
@@ -16,15 +16,12 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 // module dependencies
-const marked = require('marked');
 const URL = require('url').URL;
 
 const baseUrl = 'https://github.com/Microsoft/pai/tree/master/docs/';
 
-const renderer = new marked.Renderer();
-
-renderer.link = (href, title, text) => {
-  if (marked.options.sanitize) {
+const renderer = {
+  link(href, title, text) {
     try {
       const prot = decodeURIComponent(unescape(href))
         .replace(/[^\w:]/g, '')
@@ -39,19 +36,20 @@ renderer.link = (href, title, text) => {
     } catch (e) {
       return '';
     }
+
+    if (href === text && title == null) {
+      return href;
+    }
+    if (href[0] !== '#') {
+      href = new URL(href, baseUrl).href;
+    }
+    let out = '<a href="' + href + '"';
+    if (title) {
+      out += ' title="' + title + '"';
+    }
+    out += '>' + text + '</a>';
+    return out;
   }
-  if (href === text && title == null) {
-    return href;
-  }
-  if (href[0] !== '#') {
-    href = new URL(href, baseUrl).href;
-  }
-  let out = '<a href="' + href + '"';
-  if (title) {
-    out += ' title="' + title + '"';
-  }
-  out += '>' + text + '</a>';
-  return out;
 };
 
 module.exports = { renderer };
diff --git a/src/webportal/config/webpack.common.js b/src/webportal/config/webpack.common.js
index b0681c37..2c57925b 100644
--- a/src/webportal/config/webpack.common.js
+++ b/src/webportal/config/webpack.common.js
@@ -44,7 +44,6 @@ function generateHtml(opt) {
         version: version,
         commitVersion: commitVersion,
         template: './src/app/layout/layout.ejs',
-        chunksSortMode: 'manual',
         minify: {
           collapseWhitespace: true,
           html5: true,
@@ -59,6 +58,7 @@ function generateHtml(opt) {
 }
 
 const config = (env, argv) => ({
+  mode: argv.mode || 'development',
   entry: {
     index: './src/app/home/index.jsx',
     home: './src/app/home/home.jsx',
@@ -86,11 +86,38 @@ const config = (env, argv) => ({
   output: {
     path: helpers.root('dist'),
     filename: 'scripts/[name].[contenthash].js',
-    jsonpFunction: 'webportalWebpackJsonp',
+    chunkFilename: 'scripts/[name].[contenthash].js',
+    clean: true,
   },
   resolve: {
     extensions: ['.js', '.jsx', '.json'],
     modules: [helpers.root('node_modules'), helpers.root('src')],
+    extensionAlias: {
+      '.js': ['.js', '.jsx'],
+    },
+    fullySpecified: false,
+    alias: {
+      'process/browser': require.resolve('process/browser.js'),
+    },
+    fallback: {
+      fs: false,
+      net: false,
+      tls: false,
+      process: require.resolve('process/browser'),
+      buffer: require.resolve('buffer/'),
+      querystring: require.resolve('querystring-es3'),
+      path: require.resolve('path-browserify'),
+      crypto: false, // require.resolve('crypto-browserify'),
+      stream: require.resolve('stream-browserify'),
+      http: require.resolve('stream-http'),
+      https: require.resolve('https-browserify'),
+      constants: require.resolve('constants-browserify'),
+      util: require.resolve('util/'),
+      vm: require.resolve('vm-browserify'),
+      zlib: require.resolve('browserify-zlib'),
+      url: require.resolve('url/'),
+      assert: require.resolve('assert/'),
+    },
   },
   module: {
     rules: [
@@ -100,7 +127,7 @@ const config = (env, argv) => ({
         use: {
           loader: 'babel-loader',
           options: {
-            plugins: ['lodash', '@babel/plugin-syntax-dynamic-import'],
+            plugins: ['@babel/plugin-syntax-dynamic-import'],
             presets: [
               '@babel/preset-react',
               [
@@ -116,7 +143,7 @@ const config = (env, argv) => ({
       },
       {
         test: /\.txt$/,
-        loader: 'raw-loader',
+        type: 'asset/source',
       },
       {
         test: /\.md$/,
@@ -136,126 +163,167 @@ const config = (env, argv) => ({
       {
         test: /\.ejs$/,
         loader: 'ejs-loader',
+        options: {
+          esModule: false,
+        },
       },
       {
-        test: /\.(css|scss)$/,
-        include: FABRIC_DIR,
+        test: /tachyons\.scss$/,
         use: [
           argv.mode === 'production'
             ? MiniCssExtractPlugin.loader
-            : {
-                loader: 'style-loader',
-                options: {
-                  sourceMap: true,
-                },
-              },
+            : 'style-loader',
           {
             loader: 'css-loader',
             options: {
-              url: true,
               sourceMap: true,
               importLoaders: 2,
-              modules: true,
-              camelCase: true,
-              localIdentName: '[name]-[local]--[hash:base64:5]',
+              modules: {
+                localIdentName: '[local]',
+                exportLocalsConvention: 'dashesOnly',
+                namedExport: false,
+              },
             },
           },
           {
             loader: 'postcss-loader',
             options: {
               sourceMap: true,
-              ident: 'postcss',
-              plugins: loader => [
-                require('postcss-import')({ root: loader.resourcePath }),
-                require('autoprefixer')(),
-                require('cssnano')(),
-              ],
+              postcssOptions: {
+                plugins: [
+                  'postcss-import',
+                  'autoprefixer',
+                  'cssnano',
+                ],
+              },
             },
           },
           {
             loader: 'sass-loader',
             options: {
               sourceMap: true,
+              api: 'modern',
+              sassOptions: {
+                silenceDeprecations: ['legacy-js-api', 'import', 'slash-div'],
+                loadPaths: [helpers.root('node_modules')],
+              },
             },
           },
         ],
       },
       {
         test: /\.(css|scss)$/,
-        exclude: FABRIC_DIR,
+        include: FABRIC_DIR,
+        exclude: /tachyons\.scss$/,
         use: [
           argv.mode === 'production'
             ? MiniCssExtractPlugin.loader
-            : {
-                loader: 'style-loader',
-                options: {
-                  sourceMap: true,
-                },
-              },
+            : 'style-loader',
           {
             loader: 'css-loader',
             options: {
-              url: true,
               sourceMap: true,
               importLoaders: 2,
+              modules: {
+                localIdentName: '[name]-[local]--[hash:base64:5]',
+                exportLocalsConvention: 'camelCaseOnly',
+                namedExport: false,
+              },
             },
           },
           {
             loader: 'postcss-loader',
             options: {
               sourceMap: true,
-              ident: 'postcss2',
-              plugins: loader => [
-                require('postcss-import')({ root: loader.resourcePath }),
-                require('autoprefixer')(),
-                require('cssnano')(),
-              ],
+              postcssOptions: {
+                plugins: [
+                  'postcss-import',
+                  'autoprefixer',
+                  'cssnano',
+                ],
+              },
             },
           },
           {
             loader: 'sass-loader',
             options: {
               sourceMap: true,
+              api: 'modern',
+              sassOptions: {
+                silenceDeprecations: ['legacy-js-api', 'import', 'slash-div'],
+                loadPaths: [helpers.root('node_modules')],
+              },
             },
           },
         ],
       },
       {
-        test: /\.(jpg|png|gif|ico)$/,
+        test: /\.(css|scss)$/,
+        exclude: [FABRIC_DIR, /tachyons\.scss$/],
         use: [
+          argv.mode === 'production'
+            ? MiniCssExtractPlugin.loader
+            : 'style-loader',
           {
-            loader: 'file-loader',
+            loader: 'css-loader',
             options: {
-              name: '[name].[ext]',
-              publicPath: '/assets/img/',
-              outputPath: 'assets/img/',
+              sourceMap: true,
+              importLoaders: 2,
+              modules: {
+                auto: true,
+                localIdentName: '[name]-[local]--[hash:base64:5]',
+                exportLocalsConvention: 'camelCase',
+              },
+            },
+          },
+          {
+            loader: 'postcss-loader',
+            options: {
+              sourceMap: true,
+              postcssOptions: {
+                plugins: [
+                  'postcss-import',
+                  'autoprefixer',
+                  'cssnano',
+                ],
+              },
             },
           },
-        ],
-      },
-      {
-        test: /\.(eot|woff2?|ttf)([?]?.*)$/,
-        use: [
           {
-            loader: 'file-loader',
+            loader: 'sass-loader',
             options: {
-              name: '[name].[ext]',
-              publicPath: '/assets/font/',
-              outputPath: 'assets/font/',
+              sourceMap: true,
+              api: 'modern',
+              sassOptions: {
+                silenceDeprecations: ['legacy-js-api', 'import', 'slash-div'],
+                loadPaths: [helpers.root('node_modules')],
+              },
             },
           },
         ],
       },
+      {
+        test: /\.(jpg|png|gif|ico)$/,
+        type: 'asset/resource',
+        generator: {
+          filename: 'assets/img/[name][ext]',
+        },
+      },
+      {
+        test: /\.(eot|woff2?|ttf)([?]?.*)$/,
+        type: 'asset/resource',
+        generator: {
+          filename: 'assets/font/[name][ext]',
+        },
+      },
       {
         test: /\.svg$/,
+        issuer: /\.[jt]sx?$/,
         use: [
-          '@svgr/webpack',
           {
-            loader: 'file-loader',
+            loader: '@svgr/webpack',
             options: {
-              name: '[name].[ext]',
-              publicPath: '/assets/font/',
-              outputPath: 'assets/font/',
+              exportType: 'named',
             },
           },
         ],
@@ -263,23 +331,33 @@ const config = (env, argv) => ({
     ],
   },
   plugins: [
-    new webpack.WatchIgnorePlugin([/css\.d\.ts$/]),
     new webpack.IgnorePlugin({
       resourceRegExp: /^moment$/,
-      contextRegExp: /chart.js/,
+      contextRegExp: /chart\.js/,
     }),
     new webpack.IgnorePlugin({
       resourceRegExp: /^esprima$/,
       contextRegExp: /js-yaml/,
     }),
+    new webpack.ProvidePlugin({
+      process: 'process/browser',
+      Buffer: ['buffer', 'Buffer'],
+    }),
     new MonacoWebpackPlugin({
       languages: ['json', 'yaml', 'shell'],
       features: ['suggest', 'hover'],
+      publicPath: '/dist/',
+    }),
+    new CopyWebpackPlugin({
+      patterns: [
+        { from: 'src/assets', to: 'assets' },
+        { from: 'src/assets/img/favicon.ico', to: 'favicon.ico' },
+        {
+          from: 'node_modules/monaco-editor/min/vs',
+          to: 'vs',
+        },
+      ],
     }),
-    new CopyWebpackPlugin([
-      { from: 'src/assets', to: 'assets' },
-      { from: 'src/assets/img/favicon.ico', to: 'favicon.ico' },
-    ]),
     new MiniCssExtractPlugin({
       filename: 'styles/[name].[contenthash].css',
     }),
@@ -288,13 +366,14 @@ const config = (env, argv) => ({
       _: 'lodash',
     }),
     new webpack.ProvidePlugin({
-      $: 'jquery',
-      jQuery: 'jquery',
-      'window.jQuery': 'jquery',
+      $: ['jquery', 'default'],
+      jQuery: ['jquery', 'default'],
+      'window.jQuery': ['jquery', 'default'],
+      'window.$': ['jquery', 'default'],
     }),
     new webpack.ProvidePlugin({
-      cookies: 'js-cookie',
-      'window.cookies': 'js-cookie',
+      cookies: ['js-cookie', 'default'],
+      'window.cookies': ['js-cookie', 'default'],
     }),
     generateHtml({
       filename: 'index.html',
@@ -303,19 +382,19 @@ const config = (env, argv) => ({
     }),
     generateHtml({
       filename: 'home.html',
-      chunks: ['layout', 'home'],
+      chunks: ['home'],
     }),
     generateHtml({
       filename: 'user-view.html',
-      chunks: ['layout', 'userView'],
+      chunks: ['userView'],
     }),
     generateHtml({
       filename: 'batch-register.html',
-      chunks: ['layout', 'batchRegister'],
+      chunks: ['batchRegister'],
     }),
     generateHtml({
       filename: 'user-profile.html',
-      chunks: ['layout', 'userProfile'],
+      chunks: ['userProfile'],
     }),
     generateHtml({
       filename: 'dashboard.html',
@@ -323,11 +402,11 @@ const config = (env, argv) => ({
     }),
     generateHtml({
       filename: 'submit.html',
-      chunks: ['layout', 'submit'],
+      chunks: ['submit'],
     }),
     generateHtml({
       filename: 'submit_demo.html',
-      chunks: ['layout', 'submit_demo'],
+      chunks: ['submit_demo'],
     }),
     generateHtml({
       filename: 'submit_v1.html',
@@ -335,23 +414,23 @@ const config = (env, argv) => ({
     }),
     generateHtml({
       filename: 'job-list.html',
-      chunks: ['layout', 'jobList'],
+      chunks: ['jobList'],
     }),
     generateHtml({
       filename: 'job-detail.html',
-      chunks: ['layout', 'jobDetail'],
+      chunks: ['jobDetail'],
     }),
     generateHtml({
       filename: 'task-attempt.html',
-      chunks: ['layout', 'taskAttempt'],
+      chunks: ['taskAttempt'],
     }),
     generateHtml({
       filename: 'job-event.html',
-      chunks: ['layout', 'jobEvent'],
+      chunks: ['jobEvent'],
     }),
     generateHtml({
       filename: 'job-transfer.html',
-      chunks: ['layout', 'jobTransfer'],
+      chunks: ['jobTransfer'],
     }),
     generateHtml({
       filename: 'virtual-clusters.html',
@@ -379,40 +458,37 @@ const config = (env, argv) => ({
     }),
   ],
   devServer: {
-    contentBase: path.resolve(__dirname, '..', 'dist'),
+    static: {
+      directory: path.resolve(__dirname, '..', 'dist'),
+    },
     port: 9286,
     host: '0.0.0.0',
+    hot: true,
   },
   optimization: {
-    moduleIds: 'hashed',
+    moduleIds: 'deterministic',
     runtimeChunk: 'single',
     minimizer: [
       new TerserPlugin({
-        cache: true,
         parallel: true,
       }),
     ],
     splitChunks: {
-      name: false,
+      chunks: 'all',
       cacheGroups: {
         vendors: {
-          chunks: 'all',
-          minSize: 30000,
+          test: /[\\/]node_modules[\\/]/,
+          priority: -10,
+          reuseExistingChunk: true,
+        },
+        default: {
           minChunks: 2,
-          maxAsyncRequests: Infinity,
-          maxInitialRequests: Infinity,
+          priority: -20,
+          reuseExistingChunk: true,
         },
       },
     },
   },
-  node: {
-    fs: 'empty',
-    net: 'empty',
-    tls: 'empty',
-    global: true,
-    process: true,
-    module: false,
-  },
 });
 
 module.exports = config;
diff --git a/src/webportal/eslint.config.js b/src/webportal/eslint.config.js
new file mode 100644
index 00000000..93880082
--- /dev/null
+++ b/src/webportal/eslint.config.js
@@ -0,0 +1,89 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+const js = require('@eslint/js');
+
+module.exports = [
+  js.configs.recommended,
+  {
+    files: ['**/*.js', '**/*.jsx'],
+    languageOptions: {
+      ecmaVersion: 'latest',
+      sourceType: 'module',
+      parserOptions: {
+        ecmaFeatures: {
+          jsx: true,
+        },
+      },
+      globals: {
+        // Browser globals
+        window: 'readonly',
+        document: 'readonly',
+        navigator: 'readonly',
+        console: 'readonly',
+        setTimeout: 'readonly',
+        setInterval: 'readonly',
+        clearTimeout: 'readonly',
+        clearInterval: 'readonly',
+        fetch: 'readonly',
+        FormData: 'readonly',
+        Blob: 'readonly',
+        URL: 'readonly',
+        URLSearchParams: 'readonly',
+        alert: 'readonly',
+        confirm: 'readonly',
+        prompt: 'readonly',
+        location: 'readonly',
+        history: 'readonly',
+        localStorage: 'readonly',
+        sessionStorage: 'readonly',
+        XMLHttpRequest: 'readonly',
+        // Node.js globals
+        process: 'readonly',
+        __dirname: 'readonly',
+        __filename: 'readonly',
+        module: 'readonly',
+        require: 'readonly',
+        exports: 'readonly',
+        global: 'readonly',
+        Buffer: 'readonly',
+        // jQuery
+        $: 'readonly',
+        jQuery: 'readonly',
+        // Custom globals
+        cookies: 'readonly',
+      },
+    },
+    rules: {
+      'max-len': [
+        'warn',
+        {
+          code: 120,
+          ignoreComments: true,
+          ignoreStrings: true,
+          ignoreTemplateLiterals: true,
+        },
+      ],
+      // Disable some rules that are too strict for legacy code
+      'no-unused-vars': 'warn',
+      'no-prototype-builtins': 'off',
+      'no-undef': 'warn',
+      'no-useless-escape': 'warn',
+      'no-useless-assignment': 'warn',
+      'no-constant-condition': 'warn',
+      'no-empty': 'warn',
+      'preserve-caught-error': 'warn',
+      'no-constant-binary-expression': 'warn',
+      'no-unassigned-vars': 'warn',
+    },
+  },
+  {
+    ignores: [
+      'node_modules/**',
+      'dist/**',
+      'build/**',
+      'coverage/**',
+      '*.min.js',
+    ],
+  },
+];
diff --git a/src/webportal/package.json b/src/webportal/package.json
index ac17a03d..7d66933d 100644
--- a/src/webportal/package.json
+++ b/src/webportal/package.json
@@ -1,7 +1,7 @@
 {
   "name": "pai-webportal",
   "version": "0.0.0",
-  "description": "Webportal for Microsoft Platform for AI",
+  "description": "Webportal for Microsoft Platform for AI (Modernized)",
   "keywords": [
     "webportal",
     "AI",
@@ -19,124 +19,143 @@
     "url": "https://github.com/Microsoft/pai/issues"
   },
   "scripts": {
-    "lint": "eslint --ext .js --ext .jsx .",
+    "lint": "eslint .",
     "test": "npm run lint",
     "clean": "rimraf dist",
     "prebuild": "npm run clean && node config/preprocess.js",
     "build": "webpack --progress --profile --mode production",
-    "preanalyze": "webpack --mode production --profile --json > bundle.profile.json",
+    "preanalyze": "webpack --mode production --json > bundle.profile.json",
     "analyze": "webpack-bundle-analyzer bundle.profile.json dist",
-    "dev": "yarn prebuild && yarn prestart && webpack-dev-server --progress --mode development --debug --devtool eval-cheap-module-source-map --output-pathinfo",
-    "prestart": "mkdirp dist && envsub --env-file .env --system src/app/env.js.template dist/env.js",
+    "dev": "yarn prebuild && yarn prestart && webpack-dev-server --progress --mode development",
+    "prestart": "mkdirp dist && envsub --system src/app/env.js.template dist/env.js",
     "start": "node server"
   },
   "dependencies": {
-    "@hapi/joi": "~15.1.0",
-    "@loadable/component": "^5.10.3",
-    "@microsoft/openpai-js-sdk": "^0.1.5",
-    "@svgr/webpack": "^4.3.3",
-    "@webcomponents/custom-elements": "^1.2.1",
-    "admin-lte": "~2.4.2",
-    "app-root-path": "~2.0.1",
-    "blueimp-file-upload": "~9.22.1",
-    "bootstrap": "~3.4.0",
-    "c3": "^0.7.2",
-    "classnames": "^2.2.6",
-    "compression": "~1.7.1",
-    "cookie-parser": "~1.4.3",
-    "copy-to-clipboard": "^3.2.0",
-    "core-js": "^3.0.1",
-    "d3": "^5.9.7",
-    "datatables.net-buttons-bs": "^1.5.4",
-    "datatables.net-plugins": "~1.10.15",
-    "datatables.net-responsive-bs": "^2.2.3",
-    "datatables.net-select-bs": "^1.2.7",
-    "dotenv": "~4.0.0",
-    "express": "~4.16.2",
-    "font-awesome": "~4.7.0",
-    "fs-extra": "~5.0.0",
-    "handlebars": "^4.7.7",
-    "joi-browser": "^13.4.0",
-    "jquery": "~3.5.0",
-    "js-cookie": "~2.2.0",
-    "js-yaml": "~3.13.1",
+    "@fluentui/react": "^8.125.5",
+    "@fortawesome/fontawesome-free": "^7.2.0",
+    "@loadable/component": "^5.16.7",
+    "@microsoft/openpai-js-sdk": "file:../openpai-js-sdk/microsoft-openpai-js-sdk-0.2.0.tgz",
+    "@monaco-editor/react": "^4.7.0",
+    "@popperjs/core": "~2.11.8",
+    "@styled-system/should-forward-prop": "~5.1.5",
+    "@webcomponents/custom-elements": "^1.6.0",
+    "admin-lte": "~4.0.0-rc7",
+    "app-root-path": "~3.1.0",
+    "billboard.js": "^3.18.0",
+    "blueimp-file-upload": "~10.32.0",
+    "bootstrap": "~5.3.8",
+    "buffer": "^6.0.3",
+    "classnames": "^2.5.1",
+    "compression": "~1.8.1",
+    "cookie-parser": "~1.4.7",
+    "copy-to-clipboard": "^3.3.3",
+    "core-js": "^3.49.0",
+    "d3": "^7.9.0",
+    "datatables.net": "~2.3.7",
+    "datatables.net-bs": "~2.3.7",
+    "datatables.net-buttons-bs": "^3.2.6",
+    "datatables.net-plugins": "~2.3.6",
+    "datatables.net-responsive-bs": "^3.0.8",
+    "datatables.net-select-bs": "^3.1.3",
+    "dotenv": "~17.3.1",
+    "express": "~5.2.1",
+    "fs-extra": "~11.3.4",
+    "handlebars": "^4.7.8",
+    "joi": "^18.1.1",
+    "joi-browser": "~13.4.0",
+    "jquery": "~4.0.0",
+    "js-cookie": "~3.0.5",
+    "js-yaml": "^4.1.1",
     "json-editor": "~0.7.28",
-    "jsonwebtoken": "^8.5.1",
-    "luxon": "^1.24.1",
-    "marked": "^4.0.10",
-    "monaco-editor": "~0.16.1",
-    "morgan": "~1.9.0",
-    "node-rsa": "^1.0.5",
+    "jsonwebtoken": "^9.0.3",
+    "luxon": "^3.7.2",
+    "marked": "^17.0.5",
+    "monaco-editor": "~0.55.1",
+    "morgan": "~1.10.1",
     "normalize.css": "^8.0.1",
-    "office-ui-fabric-react": "^6.189.0",
-    "papaparse": "^5.2.0",
-    "prettier": "1.18.2",
-    "prop-types": "^15.7.2",
-    "query-string": "^6.14.0",
-    "react": "^16.8.3",
-    "react-dom": "^16.8.3",
-    "react-monaco-editor": "^0.25.1",
-    "react-redux": "^7.2.2",
-    "react-responsive": "^8.0.1",
-    "react-router-dom": "^5.0.1",
-    "redux": "^4.0.5",
-    "redux-saga": "^1.1.3",
-    "regenerator-runtime": "^0.13.2",
-    "serve-favicon": "~2.5.0",
-    "sshpk": "^1.16.1",
+    "openapi-types": "^12.1.3",
+    "papaparse": "^5.5.3",
+    "process": "^0.11.10",
+    "prop-types": "^15.8.1",
+    "query-string": "^9.3.1",
+    "react": "^19.2.4",
+    "react-dom": "^19.2.4",
+    "react-redux": "^9.2.0",
+    "react-responsive": "^10.0.1",
+    "react-router-dom": "^7.13.2",
+    "redux": "^5.0.1",
+    "redux-saga": "^1.4.2",
+    "regenerator-runtime": "^0.14.1",
+    "serve-favicon": "~2.5.1",
     "strip-bom-string": "^1.0.0",
-    "strip-json-comments": "^2.0.1",
-    "styled-components": "^4.2.0",
+    "strip-json-comments": "^5.0.3",
+    "styled-components": "^6.3.12",
     "styled-system": "^5.1.5",
     "tachyons-sass": "^4.9.5",
-    "url-join": "^4.0.1",
-    "util": "~0.10.3",
-    "webhdfs": "^1.2.0",
-    "whatwg-fetch": "^3.0.0",
-    "winston": "~2.4.0"
+    "tslib": "^2.8.1",
+    "url-join": "^5.0.0",
+    "whatwg-fetch": "^3.6.20",
+    "winston": "~3.19.0",
+    "zod": "^4.3.6"
   },
   "devDependencies": {
-    "@babel/core": "^7.4.3",
-    "@babel/plugin-syntax-dynamic-import": "^7.2.0",
-    "@babel/preset-env": "^7.4.3",
-    "@babel/preset-react": "^7.0.0",
-    "autoprefixer": "^9.5.1",
-    "babel-loader": "^8.0.5",
-    "babel-plugin-lodash": "^3.3.4",
-    "copy-webpack-plugin": "~5.0.1",
-    "css-loader": "^2.1.1",
-    "cssnano": "^4.1.10",
-    "ejs-loader": "~0.3.0",
-    "envsub": "^4.0.7",
-    "eslint": "^6.2.2",
-    "eslint-config-prettier": "^6.1.0",
-    "eslint-config-standard": "^14.0.1",
-    "eslint-plugin-import": "^2.18.2",
-    "eslint-plugin-node": "^9.1.0",
-    "eslint-plugin-prettier": "^3.1.0",
-    "eslint-plugin-promise": "^4.2.1",
-    "eslint-plugin-react": "^7.14.3",
-    "eslint-plugin-react-hooks": "^2.0.1",
-    "eslint-plugin-standard": "^4.0.1",
-    "file-loader": "~1.1.5",
-    "html-loader": "~0.5.1",
-    "html-webpack-plugin": "^4.0.0-beta.5",
-    "json-loader": "~0.5.7",
-    "markdown-loader": "^5.1.0",
-    "mini-css-extract-plugin": "^0.5.0",
-    "mkdirp": "^0.5.1",
-    "monaco-editor-webpack-plugin": "^1.7.0",
-    "node-sass": "^4.13.1",
-    "postcss-import": "^12.0.1",
-    "postcss-loader": "^3.0.0",
-    "raw-loader": "~0.5.1",
-    "rimraf": "~2.6.2",
-    "sass-loader": "~6.0.6",
-    "style-loader": "~0.19.0",
-    "terser-webpack-plugin": "^1.2.3",
-    "webpack": "~4.29.6",
-    "webpack-bundle-analyzer": "^3.3.2",
-    "webpack-cli": "^3.3.0",
-    "webpack-dev-server": "^3.2.1"
+    "@babel/core": "^7.29.0",
+    "@babel/plugin-syntax-dynamic-import": "^7.8.3",
+    "@babel/preset-env": "^7.29.2",
+    "@babel/preset-react": "^7.28.5",
+    "@eslint/js": "~10.0.1",
+    "@svgr/webpack": "^8.1.0",
+    "@types/react": "^19.2.14",
+    "@types/react-dom": "^19.2.3",
+    "assert": "~2.1.0",
+    "autoprefixer": "^10.4.27",
+    "babel-loader": "^10.1.1",
+    "browserify-zlib": "^0.2.0",
+    "constants-browserify": "^1.0.0",
+    "copy-webpack-plugin": "~14.0.0",
+    "css-loader": "^7.1.4",
+    "cssnano": "^7.1.3",
+    "ejs-loader": "~0.5.0",
+    "envsub": "^4.1.0",
+    "eslint": "^10.1.0",
+    "html-loader": "~5.1.0",
+    "html-webpack-plugin": "^5.6.6",
+    "https-browserify": "^1.0.0",
+    "markdown-loader": "^8.0.0",
+    "mini-css-extract-plugin": "^2.10.1",
+    "mkdirp": "^3.0.1",
+    "monaco-editor-webpack-plugin": "^7.1.1",
+    "path-browserify": "^1.0.1",
+    "postcss": "^8.5.8",
+    "postcss-import": "^16.1.1",
+    "postcss-loader": "^8.2.1",
+    "prettier": "^3.8.1",
+    "querystring-es3": "^0.2.1",
+    "readable-stream": "^4.7.0",
+    "rimraf": "~6.1.3",
+    "sass": "^1.98.0",
+    "sass-loader": "~16.0.7",
+    "stream-browserify": "^3.0.0",
+    "stream-http": "^3.2.0",
+    "style-loader": "~4.0.0",
+    "terser-webpack-plugin": "^5.4.0",
+    "url": "~0.11.4",
+    "util": "^0.12.5",
+    "vm-browserify": "^1.1.2",
+    "webpack": "~5.105.4",
+    "webpack-bundle-analyzer": "^5.3.0",
+    "webpack-cli": "^7.0.2",
+    "webpack-dev-server": "^5.2.3"
+  },
+  "overrides": {
+    "dompurify": "3.3.3",
+    "elliptic": "6.6.1",
+    "glob": "^13.0.0"
+  },
+  "resolutions": {
+    "glob": "^13.0.0"
+  },
+  "engines": {
+    "node": ">=20.0.0"
   }
 }
diff --git a/src/webportal/prettier.config.js b/src/webportal/prettier.config.js
index 219e71e4..6d44a659 100644
--- a/src/webportal/prettier.config.js
+++ b/src/webportal/prettier.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   semi: true,
   // Trailing commas help with git merging and conflict resolution
diff --git a/src/webportal/server/config/express.js b/src/webportal/server/config/express.js
index 898a87d8..202f4662 100644
--- a/src/webportal/server/config/express.js
+++ b/src/webportal/server/config/express.js
@@ -20,7 +20,6 @@ const path = require('path');
 const morgan = require('morgan');
 const express = require('express');
 const compress = require('compression');
-const bodyParser = require('body-parser');
 const cookieParser = require('cookie-parser');
 const appRoot = require('app-root-path');
 const favicon = require('serve-favicon');
@@ -30,8 +29,8 @@ const logger = require('./logger');
 const app = express();
 
 app.use(compress());
-app.use(bodyParser.urlencoded({ extended: true }));
-app.use(bodyParser.json());
+app.use(express.urlencoded({ extended: true }));
+app.use(express.json());
 app.use(cookieParser());
 
 // setup the logger for requests
diff --git a/src/webportal/server/config/index.js b/src/webportal/server/config/index.js
index b5bbf792..ba3b6549 100644
--- a/src/webportal/server/config/index.js
+++ b/src/webportal/server/config/index.js
@@ -16,7 +16,7 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 // module dependencies
-const Joi = require('@hapi/joi');
+const Joi = require('joi');
 const dotenv = require('dotenv');
 
 dotenv.config();
@@ -32,10 +32,10 @@ let config = {
 const configSchema = Joi.object()
   .keys({
     env: Joi.string()
-      .allow(['development', 'production'])
+      .valid('development', 'production')
       .default('development'),
     logLevel: Joi.string()
-      .allow(['error', 'warn', 'info', 'verbose', 'debug', 'silly'])
+      .valid('error', 'warn', 'info', 'verbose', 'debug', 'silly')
       .default('debug'),
     serverPort: Joi.number()
       .integer()
@@ -45,7 +45,7 @@ const configSchema = Joi.object()
   })
   .required();
 
-const { error, value } = Joi.validate(config, configSchema);
+const { error, value } = configSchema.validate(config);
 if (error) {
   throw new Error(`config error\n${error}`);
 }
diff --git a/src/webportal/server/config/logger.js b/src/webportal/server/config/logger.js
index 51e35e6e..b6acddef 100644
--- a/src/webportal/server/config/logger.js
+++ b/src/webportal/server/config/logger.js
@@ -16,41 +16,42 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 // module dependencies
-const util = require('util');
 const winston = require('winston');
 const config = require('./index');
 
-const logTransports = {
-  console: new winston.transports.Console({
-    json: false,
-    colorize: true,
-    timestamp: () => new Date().toISOString(),
-    formatter: options => {
-      const timestamp = options.timestamp();
-      const level = winston.config.colorize(
-        options.level,
-        options.level.toUpperCase(),
-      );
-      const message = options.message ? options.message : '';
-      const meta =
-        options.meta && Object.keys(options.meta).length
-          ? '\nmeta = ' + JSON.stringify(options.meta, null, 2)
-          : '';
-      return util.format(timestamp, '[' + level + ']', message, meta);
-    },
-  }),
-  file: new winston.transports.File({
-    json: true,
-    colorize: false,
-    timestamp: () => Date.now(),
-    filename: 'server.log',
-  }),
-};
-
-// create logger
-const logger = new winston.Logger({
+// create logger with Winston 3.x API
+const logger = winston.createLogger({
   level: config.logLevel,
-  transports: [logTransports.console, logTransports.file],
+  format: winston.format.combine(
+    winston.format.splat(),
+    winston.format.timestamp(),
+    winston.format.errors({ stack: true }),
+    winston.format.json()
+  ),
+  transports: [
+    new winston.transports.Console({
+      format: winston.format.combine(
+        winston.format.splat(),
+        winston.format.colorize(),
+        winston.format.timestamp({ format: 'YYYY-MM-DD HH:mm:ss' }),
+        winston.format.printf(({ timestamp, level, message, ...meta }) => {
+          let metaStr = '';
+          if (Object.keys(meta).length > 0) {
+            metaStr = '\nmeta = ' + JSON.stringify(meta, null, 2);
+          }
+          return `${timestamp} [${level}] ${message}${metaStr}`;
+        })
+      )
+    }),
+    new winston.transports.File({
+      filename: 'server.log',
+      format: winston.format.combine(
+        winston.format.splat(),
+        winston.format.timestamp(),
+        winston.format.json()
+      )
+    })
+  ],
   exitOnError: false,
 });
 
diff --git a/src/webportal/src/app/cluster-view/hardware/hardware-detail.component.js b/src/webportal/src/app/cluster-view/hardware/hardware-detail.component.js
index 57a011e4..7fdc7ec0 100644
--- a/src/webportal/src/app/cluster-view/hardware/hardware-detail.component.js
+++ b/src/webportal/src/app/cluster-view/hardware/hardware-detail.component.js
@@ -18,9 +18,9 @@
 //
 
 require('bootstrap');
-require('admin-lte/dist/css/AdminLTE.min.css');
+require('admin-lte/dist/css/adminlte.min.css');
 require('bootstrap/dist/css/bootstrap.css');
-require('font-awesome/css/font-awesome.min.css');
+require('@fortawesome/fontawesome-free/css/all.min.css');
 
 const hardwareDetailComponent = require('./hardware-detail.component.ejs');
 const breadcrumbComponent = require('../../job/breadcrumb/breadcrumb.component.ejs');
diff --git a/src/webportal/src/app/cluster-view/hardware/hardware.component.js b/src/webportal/src/app/cluster-view/hardware/hardware.component.js
index 8a753c1f..cf5de1b4 100644
--- a/src/webportal/src/app/cluster-view/hardware/hardware.component.js
+++ b/src/webportal/src/app/cluster-view/hardware/hardware.component.js
@@ -16,11 +16,11 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 require('bootstrap');
-require('admin-lte/dist/css/AdminLTE.min.css');
+require('admin-lte/dist/css/adminlte.min.css');
 require('bootstrap/dist/css/bootstrap.css');
-require('font-awesome/css/font-awesome.min.css');
+require('@fortawesome/fontawesome-free/css/all.min.css');
 
-require('datatables.net/js/jquery.dataTables.js');
+require('datatables.net');
 require('datatables.net-bs/js/dataTables.bootstrap.js');
 require('datatables.net-bs/css/dataTables.bootstrap.css');
 require('datatables.net-plugins/sorting/natural.js');
@@ -84,7 +84,10 @@ const initCells = (idPrefix, instanceList, table) => {
     "<span title=\"-1\"/><font color='silver' title=''>N/A</font>";
   for (let i = 0; i < instanceList.length; i++) {
     const cellId = getCellId(idPrefix + ':' + instanceList[i]);
-    table.cell(cellId).data(noDataCellHtml);
+    const cell = table.cell(cellId);
+    if (cell && cell.node()) {
+      cell.data(noDataCellHtml);
+    }
   }
 };
 
@@ -118,7 +121,10 @@ const loadCpuUtilData = (
         const cellId = getCellId('cpu:' + getHostname(item.metric.instance));
         const percentage = item.values[0][1];
         const cellHtml = getCellHtml(percentage);
-        table.cell(cellId).data(cellHtml);
+        const cell = table.cell(cellId);
+        if (cell && cell.node()) {
+          cell.data(cellHtml);
+        }
       }
     },
     error: function() {
@@ -176,7 +182,10 @@ const loadMemUtilData = (
             const percentage =
               (dictOfMemUsed[item.metric.instance] / item.values[0][1]) * 100;
             const cellHtml = getCellHtml(percentage);
-            table.cell(cellId).data(cellHtml);
+            const cell = table.cell(cellId);
+            if (cell && cell.node()) {
+              cell.data(cellHtml);
+            }
           }
         },
         error: function() {
@@ -219,7 +228,10 @@ const loadGpuUtilData = (
         const cellId = getCellId('gpu:' + getHostname(item.metric.instance));
         const percentage = item.values[0][1];
         const cellHtml = getCellHtml(percentage);
-        table.cell(cellId).data(cellHtml);
+        const cell = table.cell(cellId);
+        if (cell && cell.node()) {
+          cell.data(cellHtml);
+        }
       }
     },
     error: function() {
@@ -256,7 +268,10 @@ const loadGpuMemUtilData = (
         const cellId = getCellId('gpumem:' + getHostname(item.metric.instance));
         const percentage = item.values[0][1];
         const cellHtml = getCellHtml(percentage);
-        table.cell(cellId).data(cellHtml);
+        const cell = table.cell(cellId);
+        if (cell && cell.node()) {
+          cell.data(cellHtml);
+        }
       }
     },
     error: function() {
@@ -324,7 +339,10 @@ const loadDiskUtilData = (
                 Math.min(1, diskBytesWritten / 1024 / 1024 / 500) * 100;
               const percentage = Math.max(p1, p2);
               const cellHtml = getCellHtml(percentage);
-              table.cell(cellId).data(cellHtml);
+              const cell = table.cell(cellId);
+              if (cell && cell.node()) {
+                cell.data(cellHtml);
+              }
             }
           }
         },
@@ -400,7 +418,10 @@ const loadEthUtilData = (
               const p2 = Math.min(1, ethBytesSent / 1024 / 1024 / 100) * 100;
               const percentage = Math.max(p1, p2);
               const cellHtml = getCellHtml(percentage);
-              table.cell(cellId).data(cellHtml);
+              const cell = table.cell(cellId);
+              if (cell && cell.node()) {
+                cell.data(cellHtml);
+              }
             }
           }
         },
@@ -444,6 +465,9 @@ const loadData = () => {
             { type: 'ip-address', targets: [1] },
             { type: 'title-numeric', targets: [2, 3, 4, 5, 6, 7] },
           ],
+          language: {
+            lengthMenu: 'Show _MENU_ entries',
+          },
         })
         .api();
       const instanceList = [];
@@ -499,10 +523,19 @@ const resizeContentWrapper = () => {
   }
 };
 
-$(document).ready(() => {
-  loadData();
-  window.onresize = function(envent) {
+const initHardwarePage = () => {
+  const contentWrapper = document.getElementById('content-wrapper');
+  if (contentWrapper) {
+    loadData();
+    window.onresize = function(envent) {
+      resizeContentWrapper();
+    };
     resizeContentWrapper();
-  };
-  resizeContentWrapper();
+  } else {
+    setTimeout(initHardwarePage, 50);
+  }
+};
+
+$(document).ready(() => {
+  initHardwarePage();
 });
diff --git a/src/webportal/src/app/cluster-view/hardware/hardware.component.scss b/src/webportal/src/app/cluster-view/hardware/hardware.component.scss
index b8760735..e08e7737 100644
--- a/src/webportal/src/app/cluster-view/hardware/hardware.component.scss
+++ b/src/webportal/src/app/cluster-view/hardware/hardware.component.scss
@@ -14,4 +14,25 @@
 
 .metric-icon-loading {
   color: silver;
+}
+
+.content-header {
+  display: flex !important;
+  justify-content: space-between !important;
+  align-items: center !important;
+  flex-wrap: wrap !important;
+
+  h1 {
+    margin: 0 !important;
+    flex: 0 0 auto;
+  }
+
+  .breadcrumb {
+    --bs-breadcrumb-divider: ">";
+    background: transparent !important;
+    margin-bottom: 0 !important;
+    font-size: 12px;
+    padding: 7px 5px;
+    flex: 0 0 auto;
+  }
 }
\ No newline at end of file
diff --git a/src/webportal/src/app/cluster-view/k8s/k8s.component.js b/src/webportal/src/app/cluster-view/k8s/k8s.component.js
index d01c1488..0a7c3afc 100644
--- a/src/webportal/src/app/cluster-view/k8s/k8s.component.js
+++ b/src/webportal/src/app/cluster-view/k8s/k8s.component.js
@@ -23,6 +23,15 @@ const k8sDashboardHtml = k8sComponent({
   k8sDashboardUri: webportalConfig.k8sDashboardUri,
 });
 
+const initK8s = () => {
+  const contentWrapper = document.getElementById('content-wrapper');
+  if (contentWrapper) {
+    $('#content-wrapper').html(k8sDashboardHtml);
+  } else {
+    setTimeout(initK8s, 50);
+  }
+};
+
 $(document).ready(function() {
-  $('#content-wrapper').html(k8sDashboardHtml);
+  initK8s();
 });
diff --git a/src/webportal/src/app/cluster-view/services/service-table.component.ejs b/src/webportal/src/app/cluster-view/services/service-table.component.ejs
index bdfedadc..de42fc01 100644
--- a/src/webportal/src/app/cluster-view/services/service-table.component.ejs
+++ b/src/webportal/src/app/cluster-view/services/service-table.component.ejs
@@ -30,7 +30,7 @@
                 str += ': ' + node.labels[x];
               }
 %>
-              <span class="label label-primary" style="font-weight: 500"> <%= str %> </span>
+              <span class="badge bg-primary" style="font-weight: 500"> <%= str %> </span>
 <%          }
           }
 %>
@@ -59,26 +59,26 @@
             let colorString = "white";
             let status = data[i].podList[j].status;
             if (status.phase == "Pending") {
-              colorString = "red";
+              colorString = "danger";
             } else if (status.phase == "Running") {
-              colorString = "red";
+              colorString = "danger";
               for (let k = 0; k < status.conditions.length; k++) {
                 let cond = status.conditions[k];
                 if (cond.type == "Ready" && cond.status == "True") {
                   let warning = false;
                   // TODO: Insert code to detect warnings.
                   if (warning == true) {
-                    colorString = "yellow";
+                    colorString = "warning";
                   } else {
-                    colorString = "green";
+                    colorString = "success";
                   }
                   break;
                 }
               }
             } else if (status.phase == "Succeeded") {
-              colorString = "green";
+              colorString = "success";
             } else {
-              colorString = "red";
+              colorString = "danger";
             }
             //
             let btnClassString = "btn bg-" + colorString;
diff --git a/src/webportal/src/app/cluster-view/services/service-view.component.scss b/src/webportal/src/app/cluster-view/services/service-view.component.scss
index a4c913bb..f347faa5 100644
--- a/src/webportal/src/app/cluster-view/services/service-view.component.scss
+++ b/src/webportal/src/app/cluster-view/services/service-view.component.scss
@@ -11,4 +11,25 @@
 .table > thead{
   background: #fff;
   overflow: hidden;
+}
+
+.content-header {
+  display: flex !important;
+  justify-content: space-between !important;
+  align-items: center !important;
+  flex-wrap: wrap !important;
+
+  h1 {
+    margin: 0 !important;
+    flex: 0 0 auto;
+  }
+
+  .breadcrumb {
+    --bs-breadcrumb-divider: ">";
+    background: transparent !important;
+    margin-bottom: 0 !important;
+    font-size: 12px;
+    padding: 7px 5px;
+    flex: 0 0 auto;
+  }
 }
\ No newline at end of file
diff --git a/src/webportal/src/app/cluster-view/services/services.component.js b/src/webportal/src/app/cluster-view/services/services.component.js
index 81949355..988363cd 100644
--- a/src/webportal/src/app/cluster-view/services/services.component.js
+++ b/src/webportal/src/app/cluster-view/services/services.component.js
@@ -28,9 +28,9 @@ const serviceViewComponent = require('./services.component.ejs');
 const loading = require('../../job/loading/loading.component');
 const webportalConfig = require('../../config/webportal.config.js');
 require('bootstrap');
-require('admin-lte/dist/css/AdminLTE.min.css');
+require('admin-lte/dist/css/adminlte.min.css');
 require('bootstrap/dist/css/bootstrap.css');
-require('datatables.net/js/jquery.dataTables.js');
+require('datatables.net');
 require('datatables.net-bs/js/dataTables.bootstrap.js');
 require('datatables.net-bs/css/dataTables.bootstrap.css');
 require('datatables.net-plugins/sorting/natural.js');
@@ -64,6 +64,9 @@ const loadServices = () => {
           { orderDataType: 'dom-text', targets: [1, 2] },
           { type: 'ip-address', targets: [0] },
         ],
+        language: {
+          lengthMenu: 'Show _MENU_ entries',
+        },
       })
       .api();
   });
@@ -71,7 +74,18 @@ const loadServices = () => {
 
 window.loadServices = loadServices;
 
-$('#content-wrapper').html(serviceViewHtml);
+// Wait for content-wrapper to be available before inserting HTML
+const initServicesPage = () => {
+  const contentWrapper = document.getElementById('content-wrapper');
+  if (contentWrapper) {
+    $('#content-wrapper').html(serviceViewHtml);
+    loadServices();
+  } else {
+    // If content-wrapper doesn't exist yet, wait a bit and try again
+    setTimeout(initServicesPage, 50);
+  }
+};
+
 $(document).ready(() => {
-  loadServices();
+  initServicesPage();
 });
diff --git a/src/webportal/src/app/components/auto-complete.jsx b/src/webportal/src/app/components/auto-complete.jsx
index 54d54c83..e491e091 100644
--- a/src/webportal/src/app/components/auto-complete.jsx
+++ b/src/webportal/src/app/components/auto-complete.jsx
@@ -24,7 +24,7 @@ import {
   CommandButton,
   ColorClassNames,
   KeyCodes,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { isEmpty } from 'lodash';
 import PropTypes from 'prop-types';
 import React, {
@@ -48,7 +48,7 @@ function getSpacingValue(unitString) {
 }
 
 export const AutoComplete = ({
-  items,
+  items = [],
   value,
   onChange,
   showAllSuggestions,
@@ -70,7 +70,7 @@ export const AutoComplete = ({
     if (suggested >= suggestions.length) {
       setSuggested(Math.max(0, suggestions.length - 1));
     }
-  }, [value, items, showAllSuggestions]);
+  }, [value, items, showAllSuggestions, suggested]);
   // event handler
   const onTextChange = useCallback(
     (e, newValue) => {
@@ -167,10 +167,6 @@ export const AutoComplete = ({
   );
 };
 
-AutoComplete.defaultProps = {
-  items: [],
-};
-
 AutoComplete.propTypes = {
   items: PropTypes.arrayOf(PropTypes.string),
   onChange: PropTypes.func.isRequired,
diff --git a/src/webportal/src/app/components/card.jsx b/src/webportal/src/app/components/card.jsx
index d239200a..4baff5b2 100644
--- a/src/webportal/src/app/components/card.jsx
+++ b/src/webportal/src/app/components/card.jsx
@@ -23,7 +23,7 @@
  * SOFTWARE.
  */
 
-import { getTheme } from 'office-ui-fabric-react';
+import { getTheme } from '@fluentui/react';
 import styled from 'styled-components';
 import { boxShadow } from './theme';
 
diff --git a/src/webportal/src/app/components/copy-button.jsx b/src/webportal/src/app/components/copy-button.jsx
index 414251f7..232feb53 100644
--- a/src/webportal/src/app/components/copy-button.jsx
+++ b/src/webportal/src/app/components/copy-button.jsx
@@ -18,7 +18,7 @@
 import React, { useRef } from 'react';
 import PropTypes from 'prop-types';
 import copy from 'copy-to-clipboard';
-import { IconButton, FontSizes, TooltipHost } from 'office-ui-fabric-react';
+import { IconButton, FontSizes, TooltipHost } from '@fluentui/react';
 
 const COPIED_TOOLTIP_CLOSE_DELAY = 1000;
 
diff --git a/src/webportal/src/app/components/loading.jsx b/src/webportal/src/app/components/loading.jsx
index 397b3a95..87de5cae 100644
--- a/src/webportal/src/app/components/loading.jsx
+++ b/src/webportal/src/app/components/loading.jsx
@@ -15,9 +15,9 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import { FontClassNames, ColorClassNames } from '@uifabric/styling';
+import { FontClassNames, ColorClassNames } from '@fluentui/react/lib/Styling';
 import c from 'classnames';
-import { Spinner, SpinnerSize } from 'office-ui-fabric-react/lib/Spinner';
+import { Spinner, SpinnerSize } from '@fluentui/react/lib/Spinner';
 import React from 'react';
 import PropTypes from 'prop-types';
 
diff --git a/src/webportal/src/app/components/monaco-callout.jsx b/src/webportal/src/app/components/monaco-callout.jsx
index cb6b5a3e..22757d1b 100644
--- a/src/webportal/src/app/components/monaco-callout.jsx
+++ b/src/webportal/src/app/components/monaco-callout.jsx
@@ -15,7 +15,7 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import { Callout } from 'office-ui-fabric-react';
+import { Callout } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React from 'react';
 
diff --git a/src/webportal/src/app/components/monaco-editor.jsx b/src/webportal/src/app/components/monaco-editor.jsx
index 2ab14eb0..4ef5c798 100644
--- a/src/webportal/src/app/components/monaco-editor.jsx
+++ b/src/webportal/src/app/components/monaco-editor.jsx
@@ -19,15 +19,18 @@ import c from 'classnames';
 import PropTypes from 'prop-types';
 import { isNil, isNumber } from 'lodash';
 import React, { useEffect, useLayoutEffect, useRef } from 'react';
-import loadable from '@loadable/component';
-import { Spinner, SpinnerSize } from 'office-ui-fabric-react';
+import Editor, { loader } from '@monaco-editor/react';
 
-import { monacoHack } from './monaco-hack.scss';
+import monacoHackStyles from './monaco-hack.scss';
 import t from './tachyons.scss';
 
-const ReactMonacoEditor = loadable(() => import('react-monaco-editor'), {
-  fallback: <Spinner size={SpinnerSize.large} />,
-});
+// Configure @monaco-editor/react to use local monaco-editor files
+// copied to /vs by CopyWebpackPlugin instead of loading from CDN
+loader.config({ paths: { vs: '/vs' } });
+
+const monacoHack = monacoHackStyles.monacoHack;
+
+const ReactMonacoEditor = Editor;
 
 const MonacoEditor = ({
   className,
@@ -115,8 +118,8 @@ const MonacoEditor = ({
             className={c(t.flexAuto, monacoClassName)}
             theme='vs-dark'
             language='text'
-            // editor did mount
-            editorDidMount={(e, m) => {
+            // onMount for @monaco-editor/react
+            onMount={(e, m) => {
               // save monaco context
               editor.current = e;
               monaco.current = m;
diff --git a/src/webportal/src/app/components/monaco-panel.jsx b/src/webportal/src/app/components/monaco-panel.jsx
index 62ee8bb3..6212a15f 100644
--- a/src/webportal/src/app/components/monaco-panel.jsx
+++ b/src/webportal/src/app/components/monaco-panel.jsx
@@ -24,7 +24,7 @@ import {
   Stack,
   StackItem,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React, { useRef } from 'react';
 
@@ -84,12 +84,7 @@ const MonacoPanel = ({
             completionItems={completionItems}
             schemas={schemas}
           />
-          <Stack
-            horizontal
-            horizontalAlign='space-between'
-            gap={spacing.m}
-            padding={spacing.m}
-          >
+          <Stack horizontal horizontalAlign='space-between' tokens={{ childrenGap: spacing.m, padding: spacing.m }}>
             <StackItem grow>
               <div>{footer}</div>
             </StackItem>
diff --git a/src/webportal/src/app/components/status-badge.jsx b/src/webportal/src/app/components/status-badge.jsx
index 7d341edf..fe9b416d 100644
--- a/src/webportal/src/app/components/status-badge.jsx
+++ b/src/webportal/src/app/components/status-badge.jsx
@@ -15,10 +15,10 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import { FontClassNames, FontSizes } from '@uifabric/styling';
+import { FontClassNames, FontSizes } from '@fluentui/react/lib/Styling';
 import c from 'classnames';
 import { isEmpty } from 'lodash';
-import { Icon } from 'office-ui-fabric-react/lib/Icon';
+import { Icon } from '@fluentui/react/lib/Icon';
 import PropTypes from 'prop-types';
 import React from 'react';
 
diff --git a/src/webportal/src/app/components/tachyons.scss b/src/webportal/src/app/components/tachyons.scss
index 429c2caf..f18d50e7 100644
--- a/src/webportal/src/app/components/tachyons.scss
+++ b/src/webportal/src/app/components/tachyons.scss
@@ -1,67 +1,67 @@
 /* tachyons without normalize.css */
 
-//  Variables 
-//  Importing here will allow you to override any variables in the modules 
+//  Variables
+//  Importing here will allow you to override any variables in the modules
 
 @import 'tachyons-custom-variables';
-@import '~tachyons-sass/scss/_variables';
+@import 'tachyons-sass/scss/_variables';
 
-//  Debugging 
-@import '~tachyons-sass/scss/_debug-children';
-@import '~tachyons-sass/scss/_debug-grid';
+//  Debugging
+@import 'tachyons-sass/scss/_debug-children';
+@import 'tachyons-sass/scss/_debug-grid';
 
-//  Uncomment out the line below to help debug layout issues 
-//  @import '~tachyons-sass/scss/_debug'; 
+//  Uncomment out the line below to help debug layout issues
+//  @import 'tachyons-sass/scss/_debug';
 
-//  Modules 
-@import '~tachyons-sass/scss/_box-sizing';
-@import '~tachyons-sass/scss/_aspect-ratios';
-@import '~tachyons-sass/scss/_images';
-@import '~tachyons-sass/scss/_background-size';
-@import '~tachyons-sass/scss/_background-position';
-@import '~tachyons-sass/scss/_outlines';
-@import '~tachyons-sass/scss/_borders';
-@import '~tachyons-sass/scss/_border-colors';
-@import '~tachyons-sass/scss/_border-radius';
-@import '~tachyons-sass/scss/_border-style';
-@import '~tachyons-sass/scss/_border-widths';
-@import '~tachyons-sass/scss/_box-shadow';
-@import '~tachyons-sass/scss/_code';
-@import '~tachyons-sass/scss/_coordinates';
-@import '~tachyons-sass/scss/_clears';
-@import '~tachyons-sass/scss/_flexbox';
-@import '~tachyons-sass/scss/_display';
-@import '~tachyons-sass/scss/_floats';
-@import '~tachyons-sass/scss/_font-family';
-@import '~tachyons-sass/scss/_font-style';
-@import '~tachyons-sass/scss/_font-weight';
-@import '~tachyons-sass/scss/_forms';
-@import '~tachyons-sass/scss/_heights';
-@import '~tachyons-sass/scss/_letter-spacing';
-@import '~tachyons-sass/scss/_line-height';
-@import '~tachyons-sass/scss/_links';
-@import '~tachyons-sass/scss/_lists';
-@import '~tachyons-sass/scss/_max-widths';
-@import '~tachyons-sass/scss/_widths';
-@import '~tachyons-sass/scss/_overflow';
-@import '~tachyons-sass/scss/_position';
-@import '~tachyons-sass/scss/_opacity';
-@import '~tachyons-sass/scss/_rotations';
-@import '~tachyons-sass/scss/_skins';
-@import '~tachyons-sass/scss/_skins-pseudo';
-@import '~tachyons-sass/scss/_spacing';
-@import '~tachyons-sass/scss/_negative-margins';
-@import '~tachyons-sass/scss/_tables';
-@import '~tachyons-sass/scss/_text-decoration';
-@import '~tachyons-sass/scss/_text-align';
-@import '~tachyons-sass/scss/_text-transform';
-@import '~tachyons-sass/scss/_type-scale';
-@import '~tachyons-sass/scss/_typography';
-@import '~tachyons-sass/scss/_utilities';
-@import '~tachyons-sass/scss/_visibility';
-@import '~tachyons-sass/scss/_white-space';
-@import '~tachyons-sass/scss/_vertical-align';
-@import '~tachyons-sass/scss/_hovers';
-@import '~tachyons-sass/scss/_z-index';
-@import '~tachyons-sass/scss/_nested';
-@import '~tachyons-sass/scss/_styles';
+//  Modules
+@import 'tachyons-sass/scss/_box-sizing';
+@import 'tachyons-sass/scss/_aspect-ratios';
+@import 'tachyons-sass/scss/_images';
+@import 'tachyons-sass/scss/_background-size';
+@import 'tachyons-sass/scss/_background-position';
+@import 'tachyons-sass/scss/_outlines';
+@import 'tachyons-sass/scss/_borders';
+@import 'tachyons-sass/scss/_border-colors';
+@import 'tachyons-sass/scss/_border-radius';
+@import 'tachyons-sass/scss/_border-style';
+@import 'tachyons-sass/scss/_border-widths';
+@import 'tachyons-sass/scss/_box-shadow';
+@import 'tachyons-sass/scss/_code';
+@import 'tachyons-sass/scss/_coordinates';
+@import 'tachyons-sass/scss/_clears';
+@import 'tachyons-sass/scss/_flexbox';
+@import 'tachyons-sass/scss/_display';
+@import 'tachyons-sass/scss/_floats';
+@import 'tachyons-sass/scss/_font-family';
+@import 'tachyons-sass/scss/_font-style';
+@import 'tachyons-sass/scss/_font-weight';
+@import 'tachyons-sass/scss/_forms';
+@import 'tachyons-sass/scss/_heights';
+@import 'tachyons-sass/scss/_letter-spacing';
+@import 'tachyons-sass/scss/_line-height';
+@import 'tachyons-sass/scss/_links';
+@import 'tachyons-sass/scss/_lists';
+@import 'tachyons-sass/scss/_max-widths';
+@import 'tachyons-sass/scss/_widths';
+@import 'tachyons-sass/scss/_overflow';
+@import 'tachyons-sass/scss/_position';
+@import 'tachyons-sass/scss/_opacity';
+@import 'tachyons-sass/scss/_rotations';
+@import 'tachyons-sass/scss/_skins';
+@import 'tachyons-sass/scss/_skins-pseudo';
+@import 'tachyons-sass/scss/_spacing';
+@import 'tachyons-sass/scss/_negative-margins';
+@import 'tachyons-sass/scss/_tables';
+@import 'tachyons-sass/scss/_text-decoration';
+@import 'tachyons-sass/scss/_text-align';
+@import 'tachyons-sass/scss/_text-transform';
+@import 'tachyons-sass/scss/_type-scale';
+@import 'tachyons-sass/scss/_typography';
+@import 'tachyons-sass/scss/_utilities';
+@import 'tachyons-sass/scss/_visibility';
+@import 'tachyons-sass/scss/_white-space';
+@import 'tachyons-sass/scss/_vertical-align';
+@import 'tachyons-sass/scss/_hovers';
+@import 'tachyons-sass/scss/_z-index';
+@import 'tachyons-sass/scss/_nested';
+@import 'tachyons-sass/scss/_styles';
diff --git a/src/webportal/src/app/components/theme.js b/src/webportal/src/app/components/theme.js
index 4af24164..f3c8fef3 100644
--- a/src/webportal/src/app/components/theme.js
+++ b/src/webportal/src/app/components/theme.js
@@ -14,7 +14,7 @@
 // NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-import { loadTheme, FontWeights, getTheme } from '@uifabric/styling';
+import { loadTheme, FontWeights, getTheme } from '@fluentui/react/lib/Styling';
 export function initTheme() {
   loadTheme({
     spacing: {
diff --git a/src/webportal/src/app/config/webportal.config.js b/src/webportal/src/app/config/webportal.config.js
index bac791ea..6899fa55 100644
--- a/src/webportal/src/app/config/webportal.config.js
+++ b/src/webportal/src/app/config/webportal.config.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 module.exports = {
   PAI_VERSION: window.PAI_VERSION,
   PAI_COMMIT_VERSION: window.PAI_COMMIT_VERSION,
diff --git a/src/webportal/src/app/dashboard/dashboard.component.js b/src/webportal/src/app/dashboard/dashboard.component.js
index 923cef9a..afc99248 100644
--- a/src/webportal/src/app/dashboard/dashboard.component.js
+++ b/src/webportal/src/app/dashboard/dashboard.component.js
@@ -23,6 +23,15 @@ const dashboardHtml = dashboardComponent({
   grafanaUri: webportalConfig.grafanaUri,
 });
 
+const initDashboard = () => {
+  const contentWrapper = document.getElementById('content-wrapper');
+  if (contentWrapper) {
+    $('#content-wrapper').html(dashboardHtml);
+  } else {
+    setTimeout(initDashboard, 50);
+  }
+};
+
 $(document).ready(function() {
-  $('#content-wrapper').html(dashboardHtml);
+  initDashboard();
 });
diff --git a/src/webportal/src/app/home/home-with-layout.jsx b/src/webportal/src/app/home/home-with-layout.jsx
new file mode 100644
index 00000000..cae3fdd2
--- /dev/null
+++ b/src/webportal/src/app/home/home-with-layout.jsx
@@ -0,0 +1,20 @@
+// Copyright (c) Microsoft Corporation
+// All rights reserved.
+//
+// MIT License
+//
+// Combined entry point for home page with layout in React 18
+
+import React from 'react';
+import { createRoot } from 'react-dom/client';
+import { Layout } from '../layout/layout';
+import { Home } from './home';
+
+// Modify Layout to accept children and render them in content-wrapper
+const HomePageWithLayout = () => {
+  return <Layout><Home /></Layout>;
+};
+
+const container = document.getElementById('wrapper');
+const root = createRoot(container);
+root.render(<HomePageWithLayout />);
diff --git a/src/webportal/src/app/home/home.jsx b/src/webportal/src/app/home/home.jsx
index a3629b7e..048594df 100644
--- a/src/webportal/src/app/home/home.jsx
+++ b/src/webportal/src/app/home/home.jsx
@@ -17,9 +17,9 @@
 
 import c from 'classnames';
 import { isEmpty } from 'lodash';
-import { Stack, StackItem, Pivot, PivotItem } from 'office-ui-fabric-react';
+import { Stack, StackItem, Pivot, PivotItem } from '@fluentui/react';
 import React, { useState, useEffect } from 'react';
-import ReactDOM from 'react-dom';
+import { createRoot } from 'react-dom/client';
 import MediaQuery from 'react-responsive';
 
 import Card from '../components/card';
@@ -95,7 +95,7 @@ const Home = () => {
       <div className={c(t.w100)} style={{ minWidth: 375, overflowY: 'auto' }}>
         {/* small */}
         <MediaQuery maxWidth={BREAKPOINT1}>
-          <Stack padding='l2' gap='l1' styles={{ minHeight: '100%' }}>
+          <Stack tokens={{ padding: 'l2', childrenGap: 'l1' }} styles={{ minHeight: '100%' }}>
             <JobStatus
               style={{ height: 320 }}
               jobStatusNumber={jobStatusNumber}
@@ -120,7 +120,7 @@ const Home = () => {
                     headerText='Abnormal jobs'
                     onRenderItemLink={(link, defaultRenderer) => {
                       return (
-                        <Stack horizontal gap='s1'>
+                        <Stack horizontal tokens={{ childrenGap: 's1' }}>
                           {defaultRenderer(link)}
                         </Stack>
                       );
@@ -146,10 +146,10 @@ const Home = () => {
         </MediaQuery>
         {/* large */}
         <MediaQuery minWidth={BREAKPOINT1 + 1}>
-          <Stack padding='l2' gap='l1' styles={{ root: { height: '100%' } }}>
+          <Stack tokens={{ padding: 'l2', childrenGap: 'l1' }} styles={{ root: { height: '100%' } }}>
             {/* top */}
             <StackItem disableShrink>
-              <Stack gap='l1' horizontal>
+              <Stack tokens={{ childrenGap: 'l1' }} horizontal>
                 <React.Fragment>
                   <JobStatus
                     style={{ width: '33%' }}
@@ -209,6 +209,25 @@ const Home = () => {
   }
 };
 
-const contentWrapper = document.getElementById('content-wrapper');
+// Prevent layout.jsx from auto-initializing since we'll do it ourselves
+window.__LAYOUT_INITIALIZED__ = true;
 
-ReactDOM.render(<Home />, contentWrapper);
+import { Layout } from '../layout/layout';
+
+export { Home };
+
+// For home page, render both Layout and Home together
+const HomePage = () => {
+  return (
+    <Layout>
+      <Home />
+    </Layout>
+  );
+};
+
+const wrapper = document.getElementById('wrapper');
+if (wrapper && !wrapper.hasAttribute('data-root-initialized')) {
+  wrapper.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(wrapper);
+  root.render(<HomePage />);
+}
diff --git a/src/webportal/src/app/home/home/abnormal-job-list.jsx b/src/webportal/src/app/home/home/abnormal-job-list.jsx
index 938017b3..20a40695 100644
--- a/src/webportal/src/app/home/home/abnormal-job-list.jsx
+++ b/src/webportal/src/app/home/home/abnormal-job-list.jsx
@@ -24,7 +24,7 @@ import {
   SelectionMode,
   DefaultButton,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React, { useCallback, useState } from 'react';
 
diff --git a/src/webportal/src/app/home/home/conn.js b/src/webportal/src/app/home/home/conn.js
index 80d59dac..064e28b1 100644
--- a/src/webportal/src/app/home/home/conn.js
+++ b/src/webportal/src/app/home/home/conn.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { PAIV2 } from '@microsoft/openpai-js-sdk';
 import urljoin from 'url-join';
 
diff --git a/src/webportal/src/app/home/home/gpu-chart.jsx b/src/webportal/src/app/home/home/gpu-chart.jsx
index f4ab278a..93ddfe97 100644
--- a/src/webportal/src/app/home/home/gpu-chart.jsx
+++ b/src/webportal/src/app/home/home/gpu-chart.jsx
@@ -15,7 +15,7 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import c3 from 'c3';
+import bb, { bar } from 'billboard.js';
 import c from 'classnames';
 import { isNil, merge } from 'lodash';
 import PropTypes from 'prop-types';
@@ -26,14 +26,14 @@ import {
   FontWeights,
   TooltipHost,
   DirectionalHint,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import React, { useEffect, useRef, useMemo } from 'react';
 import { renderToStaticMarkup } from 'react-dom/server';
 import MediaQuery from 'react-responsive';
 
 import Card from '../../components/card';
 
-import './c3.scss';
+import 'billboard.js/dist/billboard.css';
 import t from '../../components/tachyons.scss';
 import {
   SHARED_VC_COLOR,
@@ -94,7 +94,12 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
       return prev;
     }, Array.from({ length: maxGpu + 1 }, () => 0));
     stack[1][0] = 'dedicated';
-    const maxValue = Math.max(...stack[0].slice(1), ...stack[1].slice(1)) - 1;
+    let maxValue = Math.max(...stack[0].slice(1), ...stack[1].slice(1));
+    if (maxValue > 0) {
+      maxValue = maxValue - 1;
+    } else {
+      maxValue = 4; // Default scale when no data
+    }
     const ylines = [
       { value: maxValue / 4 },
       { value: (maxValue * 2) / 4 },
@@ -102,12 +107,12 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
       { value: maxValue },
     ];
 
-    // c3 option
+    // billboard.js option
     const defaultOption = {
       bindto: chartRef.current,
       data: {
         columns: stack,
-        type: 'bar',
+        type: bar(),
         groups: [['shared', 'dedicated']],
         labels: {
           format: {
@@ -118,8 +123,10 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
         empty: { label: { text: 'No available GPU nodes now' } },
       },
       padding: {
-        left: 20,
-        bottom: 0,
+        top: 5,
+        right: 10,
+        bottom: 35,
+        left: 70,
       },
       transition: {
         duration: 0,
@@ -128,7 +135,7 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
         x: {
           label: {
             text: 'Number of available GPUs on the node',
-            position: 'outter-top',
+            position: 'outer-center',
           },
           tick: {
             outer: false,
@@ -140,13 +147,16 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
         y: {
           label: {
             text: 'Amount of nodes',
-            position: 'outter-top',
+            position: 'outer-middle',
           },
           tick: {
             outer: false,
             values: [],
+            show: true,
           },
-          inner: true,
+          show: true,
+          max: maxValue,
+          min: 0,
         },
       },
       grid: {
@@ -172,9 +182,9 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
                 padding: spacing.s1,
               }}
             >
-              <Stack gap='s2'>
+              <Stack tokens={{ childrenGap: 's2' }}>
                 {d[0].value > 0 && (
-                  <Stack horizontal gap='s1' verticalAlign='center'>
+                  <Stack horizontal tokens={{ childrenGap: 's1' }} verticalAlign='center'>
                     <div
                       style={{
                         width: 20,
@@ -189,8 +199,8 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
                   </Stack>
                 )}
                 {d[1].value > 0 && (
-                  <Stack gap='s2'>
-                    <Stack horizontal gap='s1' verticalAlign='center'>
+                  <Stack tokens={{ childrenGap: 's2' }}>
+                    <Stack horizontal tokens={{ childrenGap: 's1' }} verticalAlign='center'>
                       <div
                         style={{
                           width: 20,
@@ -207,8 +217,7 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
                       <Stack
                         key={`dedicated-${name}`}
                         horizontal
-                        gap='s1'
-                        padding='0 l2'
+                        tokens={{ childrenGap: 's1', padding: '0 l2' }}
                         verticalAlign='center'
                       >
                         <div
@@ -233,12 +242,12 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
         pattern: [SHARED_VC_COLOR, DEDICATED_VC_COLOR],
       },
       onresize: () => {
-        // workaround for https://github.com/c3js/c3/issues/1450
+        // workaround for https://github.com/naver/billboard.js/issues/1450
         chartRef.current.style.maxHeight = '';
       },
     };
 
-    // c3 draw
+    // billboard.js draw
     const getSmallFlag = () => chartRef.current.clientWidth < 420;
     let smallFlag = getSmallFlag();
     function draw() {
@@ -282,7 +291,7 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
         }
       }
 
-      const chart = c3.generate(opt);
+      const chart = bb.generate(opt);
       chart.resize();
       return chart;
     }
@@ -303,7 +312,7 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
 
   return (
     <Card className={t.ph5} style={style}>
-      <Stack styles={{ root: [{ height: '100%' }] }} gap='l1'>
+      <Stack styles={{ root: [{ height: '100%' }] }} tokens={{ childrenGap: 'l1' }}>
         <Stack.Item>
           <Stack horizontal horizontalAlign='space-between'>
             <div className={FontClassNames.mediumPlus}>Available GPU nodes</div>
@@ -312,8 +321,8 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
                 <div>
                   {/* large */}
                   <MediaQuery maxWidth={BREAKPOINT1}>
-                    <Stack gap='s2'>
-                      <Stack horizontal gap='s1' verticalAlign='center'>
+                    <Stack tokens={{ childrenGap: 's2' }}>
+                      <Stack horizontal tokens={{ childrenGap: 's1' }} verticalAlign='center'>
                         <div
                           style={{
                             width: 20,
@@ -323,7 +332,7 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
                         ></div>
                         <div>Available nodes in shared VC</div>
                       </Stack>
-                      <Stack horizontal gap='s1' verticalAlign='center'>
+                      <Stack horizontal tokens={{ childrenGap: 's1' }} verticalAlign='center'>
                         <div
                           style={{
                             width: 20,
@@ -337,8 +346,8 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
                   </MediaQuery>
                   {/* large */}
                   <MediaQuery minWidth={BREAKPOINT2}>
-                    <Stack gap='s2'>
-                      <Stack horizontal gap='s1' verticalAlign='center'>
+                    <Stack tokens={{ childrenGap: 's2' }}>
+                      <Stack horizontal tokens={{ childrenGap: 's1' }} verticalAlign='center'>
                         <div
                           style={{
                             width: 20,
@@ -348,7 +357,7 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
                         ></div>
                         <div>Available nodes in shared VC</div>
                       </Stack>
-                      <Stack horizontal gap='s1' verticalAlign='center'>
+                      <Stack horizontal tokens={{ childrenGap: 's1' }} verticalAlign='center'>
                         <div
                           style={{
                             width: 20,
@@ -365,7 +374,7 @@ const GpuChart = ({ style, gpuPerNode, virtualClusters, userInfo }) => {
                     minWidth={BREAKPOINT1 + 1}
                     maxWidth={BREAKPOINT2 - 1}
                   >
-                    <Stack gap='s2'>
+                    <Stack tokens={{ childrenGap: 's2' }}>
                       <TooltipHost
                         calloutProps={{
                           isBeakVisible: false,
diff --git a/src/webportal/src/app/home/home/groupDetailDialog.jsx b/src/webportal/src/app/home/home/groupDetailDialog.jsx
index 57af8072..abb8a182 100644
--- a/src/webportal/src/app/home/home/groupDetailDialog.jsx
+++ b/src/webportal/src/app/home/home/groupDetailDialog.jsx
@@ -1,7 +1,7 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
 
-import { FontClassNames } from '@uifabric/styling';
+import { FontClassNames } from '@fluentui/react/lib/Styling';
 import c from 'classnames';
 import PropTypes from 'prop-types';
 import React, { useState } from 'react';
@@ -10,7 +10,7 @@ import {
   DetailsList,
   DetailsListLayoutMode,
   SelectionMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import CopyButton from '../../components/copy-button';
 
 import t from '../../components/tachyons.scss';
diff --git a/src/webportal/src/app/home/home/header.jsx b/src/webportal/src/app/home/home/header.jsx
index 566753cd..b52c79f2 100644
--- a/src/webportal/src/app/home/home/header.jsx
+++ b/src/webportal/src/app/home/home/header.jsx
@@ -18,7 +18,7 @@
 import c from 'classnames';
 import PropTypes from 'prop-types';
 
-import { Link, FontClassNames, Stack } from 'office-ui-fabric-react';
+import { Link, FontClassNames, Stack } from '@fluentui/react';
 import React from 'react';
 
 import t from '../../components/tachyons.scss';
@@ -32,7 +32,7 @@ export const Header = ({
 }) => (
   <div className={c(t.flex, t.justifyBetween, FontClassNames.mediumPlus)}>
     <div>
-      <Stack horizontal gap='s1'>
+      <Stack horizontal tokens={{ childrenGap: 's1' }}>
         <div>{headerName}</div>
         {children}
       </Stack>
diff --git a/src/webportal/src/app/home/home/job-status.jsx b/src/webportal/src/app/home/home/job-status.jsx
index b771c59c..2afe28fb 100644
--- a/src/webportal/src/app/home/home/job-status.jsx
+++ b/src/webportal/src/app/home/home/job-status.jsx
@@ -25,7 +25,7 @@ import {
   DefaultButton,
   FontWeights,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import React from 'react';
 import styled from 'styled-components';
 
@@ -35,15 +35,18 @@ import Card from '../../components/card';
 import t from '../../components/tachyons.scss';
 
 const isAdmin = cookies.get('admin') === 'true';
+
+// Define styled component outside of render function
+const TableRow = styled.tr`
+  td {
+    padding: ${props => props.spacing};
+  }
+`;
+
 const StatusRow = ({ cellClassName, icon, name, count, link }) => {
   const { spacing } = getTheme();
-  const TableRow = styled.tr`
-    td {
-      padding: ${spacing.s1};
-    }
-  `;
   return (
-    <TableRow>
+    <TableRow spacing={spacing.s1}>
       <td className={cellClassName}>
         <div className={c(t.w4)}>
           <StatusBadge status={name} />
@@ -88,7 +91,7 @@ const JobStatus = ({ className, style, jobStatusNumber }) => {
 
   return (
     <Card className={c(className, t.ph5)} style={style}>
-      <Stack gap='l1'>
+      <Stack tokens={{ childrenGap: 'l1' }}>
         <div className={FontClassNames.mediumPlus}>
           {isAdmin ? 'Job Status' : 'My job status'}
         </div>
diff --git a/src/webportal/src/app/home/home/recent-job-list.jsx b/src/webportal/src/app/home/home/recent-job-list.jsx
index d50a0912..02880c2d 100644
--- a/src/webportal/src/app/home/home/recent-job-list.jsx
+++ b/src/webportal/src/app/home/home/recent-job-list.jsx
@@ -27,7 +27,7 @@ import {
   DetailsList,
   DetailsListLayoutMode,
   SelectionMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React from 'react';
 
@@ -59,12 +59,7 @@ const DummyContent = () => {
         >
           {`As you visit jobs, they'll be listed in Recently used jobs for quick and easy access.`}
         </div>
-        <Stack
-          styles={{ root: [{ marginTop: spacing.l3 }] }}
-          horizontal
-          horizontalAlign='center'
-          gap='s1'
-        >
+        <Stack styles={{ root: [{ marginTop: spacing.l3 }] }} horizontal horizontalAlign='center' tokens={{ childrenGap: 's1' }}>
           <Stack.Item>
             <PrimaryButton
               styles={{ root: [{ width: 120 }] }}
diff --git a/src/webportal/src/app/home/home/resource-bar.jsx b/src/webportal/src/app/home/home/resource-bar.jsx
index 2626b0f5..1266ed35 100644
--- a/src/webportal/src/app/home/home/resource-bar.jsx
+++ b/src/webportal/src/app/home/home/resource-bar.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import c from 'classnames';
 import PropTypes from 'prop-types';
 import { isNil } from 'lodash';
@@ -8,7 +11,7 @@ import {
   StackItem,
   Text,
   FontSizes,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import React from 'react';
 
 const { palette } = getTheme();
@@ -30,7 +33,7 @@ export const ResourceBar = ({ name, percentage, tailInfo, barHeight }) => {
   const curBarHeigh = isNil(barHeight) ? '14px' : barHeight;
 
   return (
-    <Stack horizontal gap='s1' styles={{ root: { height: curBarHeigh } }}>
+    <Stack horizontal tokens={{ childrenGap: 's1' }} styles={{ root: { height: curBarHeigh } }}>
       <StackItem styles={{ root: { width: 50 } }} align='center'>
         <Text variant='small'>{name}</Text>
       </StackItem>
diff --git a/src/webportal/src/app/home/home/util.js b/src/webportal/src/app/home/home/util.js
index 2cb3ac05..8c30a193 100644
--- a/src/webportal/src/app/home/home/util.js
+++ b/src/webportal/src/app/home/home/util.js
@@ -16,7 +16,7 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 import { statusColor } from '../../components/theme';
-import { mergeStyles } from 'office-ui-fabric-react';
+import { mergeStyles } from '@fluentui/react';
 
 export const SHARED_VC_COLOR = statusColor.succeeded;
 export const DEDICATED_VC_COLOR = statusColor.running;
diff --git a/src/webportal/src/app/home/home/utilization-chart.jsx b/src/webportal/src/app/home/home/utilization-chart.jsx
index 648051c4..d3fd0a3d 100644
--- a/src/webportal/src/app/home/home/utilization-chart.jsx
+++ b/src/webportal/src/app/home/home/utilization-chart.jsx
@@ -15,14 +15,14 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import c3 from 'c3';
+import { bb, donut } from 'billboard.js';
 import * as d3 from 'd3';
 import c from 'classnames';
 import PropTypes from 'prop-types';
-import { Stack, getTheme } from 'office-ui-fabric-react';
+import { Stack, getTheme } from '@fluentui/react';
 import React, { useEffect, useRef } from 'react';
 
-import './c3.scss';
+import 'billboard.js/dist/billboard.css';
 import t from '../../components/tachyons.scss';
 
 export const UtilizationChart = ({ percentage }) => {
@@ -38,7 +38,7 @@ export const UtilizationChart = ({ percentage }) => {
   }
 
   useEffect(() => {
-    const chart = c3.generate({
+    const chart = bb.generate({
       size: {
         width: 100,
         height: 100,
@@ -49,7 +49,7 @@ export const UtilizationChart = ({ percentage }) => {
           ['usedResouce', percentage],
           ['unsedResouces', 1 - percentage],
         ],
-        type: 'donut',
+        type: donut(),
         order: null,
       },
       color: {
@@ -76,7 +76,7 @@ export const UtilizationChart = ({ percentage }) => {
         show: false,
       },
       onrendered: () => {
-        const d3Donuts = d3.selectAll('.c3-chart-arcs').nodes();
+        const d3Donuts = d3.selectAll('.bb-chart-arcs').nodes();
         d3Donuts.forEach(node => {
           // TODO: hardcode here, change it when has better solution
           node.setAttribute('transform', 'translate(' + 45 + ',' + 43 + ')');
diff --git a/src/webportal/src/app/home/home/virtual-cluster-statistics.jsx b/src/webportal/src/app/home/home/virtual-cluster-statistics.jsx
index eb6ff2c9..07277da1 100644
--- a/src/webportal/src/app/home/home/virtual-cluster-statistics.jsx
+++ b/src/webportal/src/app/home/home/virtual-cluster-statistics.jsx
@@ -13,7 +13,7 @@ import {
   FontClassNames,
   Link,
   DefaultButton,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import React, { useMemo, useState } from 'react';
 
 import Card from '../../components/card';
@@ -42,8 +42,8 @@ const getGrantedGroupsDescription = groups => {
   }
 };
 
-const isAdmin = cookies.get('admin') === 'true';
 const vcListColumns = colProps => {
+  const isAdmin = cookies.get('admin') === 'true';
   const columns = [
     {
       key: 'name',
@@ -107,7 +107,7 @@ const vcListColumns = colProps => {
         const resourcesGuaranteed = vc.resourcesGuaranteed || resourcesTotal;
         return (
           <Stack
-            gap='s1'
+            tokens={{ childrenGap: 's1' }}
             verticalAlign='center'
             verticalFill
             styles={{ root: { marginRight: 20 } }}
@@ -178,12 +178,7 @@ const vcListColumns = colProps => {
           }
         });
         return (
-          <Stack
-            horizontal
-            verticalAlign='center'
-            horizontalAlign='space-between'
-            gap='m'
-          >
+          <Stack horizontal verticalAlign='center' horizontalAlign='space-between' tokens={{ childrenGap: 'm' }}>
             <div className={FontClassNames.medium}>
               <p>{getGrantedGroupsDescription(groups)}</p>
             </div>
@@ -203,9 +198,22 @@ const vcListColumns = colProps => {
 };
 
 export const VirtualClusterDetailsList = props => {
-  const virtualClusters = props.virtualClusters;
+  const propsCopy = { ...props };
+  let virtualClusters = propsCopy.virtualClusters || {};
+  // Filter out virtual clusters with all resources zero
+  virtualClusters = Object.fromEntries(
+    Object.entries(virtualClusters).filter(([, { resourcesTotal }]) =>
+      resourcesTotal &&
+      (resourcesTotal.memory > 0 ||
+        resourcesTotal.vCores > 0 ||
+        resourcesTotal.GPUs > 0)
+    )
+  );
+  // Write the updated virtualClusters back to propsCopy
+  propsCopy.virtualClusters = virtualClusters;
+
   const otherProps = {
-    ...props,
+    ...propsCopy,
   };
   delete otherProps.virtualClusters;
   delete otherProps.groups;
@@ -222,7 +230,7 @@ export const VirtualClusterDetailsList = props => {
     <>
       <DetailsList
         columns={vcListColumns({
-          ...props,
+          ...propsCopy,
           ...{ setGroupDetails },
         })}
         disableSelectionZone
@@ -249,6 +257,7 @@ export const VirtualClusterStatistics = ({
   virtualClusters,
 }) => {
   const { spacing } = getTheme();
+  const isAdmin = cookies.get('admin') === 'true';
   const userVC = useMemo(() => {
     if (isAdmin) {
       return virtualClusters;
@@ -265,7 +274,7 @@ export const VirtualClusterStatistics = ({
 
   return (
     <Card className={t.ph5} style={{ paddingRight: spacing.m, ...style }}>
-      <Stack styles={{ root: [{ height: '100%' }] }} gap='l1'>
+      <Stack styles={{ root: [{ height: '100%' }] }} tokens={{ childrenGap: 'l1' }}>
         <Stack.Item>
           <Header
             headerName={
diff --git a/src/webportal/src/app/home/index.ejs b/src/webportal/src/app/home/index.ejs
index 328818fb..ab7b9f4a 100644
--- a/src/webportal/src/app/home/index.ejs
+++ b/src/webportal/src/app/home/index.ejs
@@ -8,7 +8,7 @@
   <meta name="description" content="<%= htmlWebpackPlugin.options.title %>">
 </head>
 <body>
-  <div id="content"></div>
+  <div id="wrapper"></div>
   <script src="/env.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/src/webportal/src/app/home/index.jsx b/src/webportal/src/app/home/index.jsx
index c4fb4b4f..834b7d21 100644
--- a/src/webportal/src/app/home/index.jsx
+++ b/src/webportal/src/app/home/index.jsx
@@ -19,13 +19,12 @@ import 'core-js/stable';
 import 'regenerator-runtime/runtime';
 import 'whatwg-fetch';
 
-import { FontClassNames, ColorClassNames } from '@uifabric/styling';
+import { FontClassNames, ColorClassNames } from '@fluentui/react/lib/Styling';
 import c from 'classnames';
 import { isEmpty } from 'lodash';
-import { initializeIcons } from 'office-ui-fabric-react';
 import querystring from 'querystring';
 import React, { useState, useCallback, useEffect } from 'react';
-import ReactDOM from 'react-dom';
+import { createRoot } from 'react-dom/client';
 
 import Bottom from './index/bottom';
 import { login } from './index/conn';
@@ -34,6 +33,7 @@ import LoginModal from './index/login-modal';
 import { checkToken } from '../user/user-auth/user-auth.component';
 import config from '../config/webportal.config';
 import { SpinnerLoading } from '../components/loading';
+import { initializeIconsOnce } from '../utils/icon-initializer';
 import t from 'tachyons-sass/tachyons.scss';
 
 let loginTarget = '/home.html';
@@ -63,7 +63,7 @@ if (config.authnMethod === 'OIDC') {
   }
 }
 
-initializeIcons();
+initializeIconsOnce();
 
 const Index = () => {
   const [loginModal, setLoginModal] = useState(false);
@@ -162,4 +162,6 @@ const Index = () => {
   );
 };
 
-ReactDOM.render(<Index />, document.getElementById('content'));
+const container = document.getElementById('wrapper');
+const root = createRoot(container);
+root.render(<Index />);
diff --git a/src/webportal/src/app/home/index/bottom.jsx b/src/webportal/src/app/home/index/bottom.jsx
index 7f3e9aec..0259c81e 100644
--- a/src/webportal/src/app/home/index/bottom.jsx
+++ b/src/webportal/src/app/home/index/bottom.jsx
@@ -15,9 +15,9 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import { FontClassNames, FontWeights } from '@uifabric/styling';
+import { FontClassNames, FontWeights } from '@fluentui/react/lib/Styling';
 import c from 'classnames';
-import { Link } from 'office-ui-fabric-react';
+import { Link } from '@fluentui/react';
 import React from 'react';
 
 import t from 'tachyons-sass/tachyons.scss';
diff --git a/src/webportal/src/app/home/index/conn.js b/src/webportal/src/app/home/index/conn.js
index 1a6cd516..53ebd162 100644
--- a/src/webportal/src/app/home/index/conn.js
+++ b/src/webportal/src/app/home/index/conn.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { PAIV2 } from '@microsoft/openpai-js-sdk';
 
 import config from '../../config/webportal.config';
diff --git a/src/webportal/src/app/home/index/jumbotron.jsx b/src/webportal/src/app/home/index/jumbotron.jsx
index a1cd83f4..9f131795 100644
--- a/src/webportal/src/app/home/index/jumbotron.jsx
+++ b/src/webportal/src/app/home/index/jumbotron.jsx
@@ -15,8 +15,8 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import { FontClassNames, ColorClassNames } from '@uifabric/styling';
-import { PrimaryButton } from 'office-ui-fabric-react';
+import { FontClassNames, ColorClassNames } from '@fluentui/react/lib/Styling';
+import { PrimaryButton } from '@fluentui/react';
 import MediaQuery from 'react-responsive';
 import c from 'classnames';
 import PropTypes from 'prop-types';
diff --git a/src/webportal/src/app/home/index/login-modal.jsx b/src/webportal/src/app/home/index/login-modal.jsx
index da74a216..3d27f60f 100644
--- a/src/webportal/src/app/home/index/login-modal.jsx
+++ b/src/webportal/src/app/home/index/login-modal.jsx
@@ -15,7 +15,7 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import { FontClassNames, FontWeights } from '@uifabric/styling';
+import { FontClassNames, FontWeights } from '@fluentui/react/lib/Styling';
 import c from 'classnames';
 import {
   Modal,
@@ -23,7 +23,7 @@ import {
   PrimaryButton,
   MessageBar,
   MessageBarType,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React, { useRef, useCallback } from 'react';
 
diff --git a/src/webportal/src/app/job-submission-demo/components/controls/debounced-text-field.jsx b/src/webportal/src/app/job-submission-demo/components/controls/debounced-text-field.jsx
index b8854c0e..fcaa54c7 100644
--- a/src/webportal/src/app/job-submission-demo/components/controls/debounced-text-field.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/controls/debounced-text-field.jsx
@@ -1,7 +1,7 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
 import React, { useEffect, useState, useCallback, useMemo } from 'react';
-import { TextField } from 'office-ui-fabric-react';
+import { TextField } from '@fluentui/react';
 
 import PropTypes from 'prop-types';
 import { debounce } from 'lodash';
diff --git a/src/webportal/src/app/job-submission-demo/components/controls/form-spin-button.jsx b/src/webportal/src/app/job-submission-demo/components/controls/form-spin-button.jsx
index a95471ee..586df850 100644
--- a/src/webportal/src/app/job-submission-demo/components/controls/form-spin-button.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/controls/form-spin-button.jsx
@@ -1,7 +1,7 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
 
-import { SpinButton } from 'office-ui-fabric-react';
+import { SpinButton } from '@fluentui/react';
 import React from 'react';
 import { debounce, isNil } from 'lodash';
 import PropTypes from 'prop-types';
diff --git a/src/webportal/src/app/job-submission-demo/components/controls/key-value-list.jsx b/src/webportal/src/app/job-submission-demo/components/controls/key-value-list.jsx
index e9cf494f..b4cfe067 100644
--- a/src/webportal/src/app/job-submission-demo/components/controls/key-value-list.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/controls/key-value-list.jsx
@@ -8,7 +8,7 @@ import {
   DetailsListLayoutMode,
   CommandBarButton,
   SelectionMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { countBy, isEmpty } from 'lodash';
 import React, { useCallback } from 'react';
@@ -62,7 +62,7 @@ export const KeyValueList = ({
   const getKey = useCallback((item, idx) => idx, []);
 
   // workaround for fabric's bug
-  // https://github.com/OfficeDev/office-ui-fabric-react/issues/5280#issuecomment-489619108
+  // https://github.com/OfficeDev/@fluentui/react/issues/5280#issuecomment-489619108
   // useLayoutEffect(() => {
   //   dispatchResizeEvent();
   // });
@@ -116,7 +116,7 @@ export const KeyValueList = ({
   ];
 
   return (
-    <Stack gap='m'>
+    <Stack tokens={{ childrenGap: 'm' }}>
       <div>
         <DetailsList
           items={items}
diff --git a/src/webportal/src/app/job-submission-demo/components/controls/monaco-text-field.jsx b/src/webportal/src/app/job-submission-demo/components/controls/monaco-text-field.jsx
index de61370f..754b11f2 100644
--- a/src/webportal/src/app/job-submission-demo/components/controls/monaco-text-field.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/controls/monaco-text-field.jsx
@@ -6,7 +6,7 @@ import {
   DelayedRender,
   AnimationClassNames,
   FontSizes,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import MonacoEditor from '../../../components/monaco-editor';
 import { isEmpty, isNil, debounce } from 'lodash';
diff --git a/src/webportal/src/app/job-submission-demo/components/controls/tooltip-icon.jsx b/src/webportal/src/app/job-submission-demo/components/controls/tooltip-icon.jsx
index 406b2ac0..dcf11eaa 100644
--- a/src/webportal/src/app/job-submission-demo/components/controls/tooltip-icon.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/controls/tooltip-icon.jsx
@@ -2,7 +2,7 @@
 // Licensed under the MIT License.
 import React from 'react';
 import PropTypes from 'prop-types';
-import { Icon } from 'office-ui-fabric-react';
+import { Icon } from '@fluentui/react';
 import { Link } from '../../elements';
 import styled from 'styled-components';
 
diff --git a/src/webportal/src/app/job-submission-demo/components/data/team-detail.jsx b/src/webportal/src/app/job-submission-demo/components/data/team-detail.jsx
index 8e712fce..25c8c1fa 100644
--- a/src/webportal/src/app/job-submission-demo/components/data/team-detail.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/data/team-detail.jsx
@@ -9,7 +9,7 @@ import {
   Dialog,
   DetailsListLayoutMode,
   SelectionMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { Box, Link, Text } from '../../elements';
 import styled from 'styled-components';
 import theme from '../../theme';
diff --git a/src/webportal/src/app/job-submission-demo/components/data/team-storage.jsx b/src/webportal/src/app/job-submission-demo/components/data/team-storage.jsx
index 78491a35..a64f5f2c 100644
--- a/src/webportal/src/app/job-submission-demo/components/data/team-storage.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/data/team-storage.jsx
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useState, useEffect } from 'react';
 import { connect } from 'react-redux';
 import PropTypes from 'prop-types';
@@ -15,7 +14,7 @@ import {
   DetailsList,
   DetailsListLayoutMode,
   SelectionMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { listUserStorageConfigs, fetchStorageDetails } from '../../utils/conn';
 
 const PureTeamStorage = ({ jobProtocol, onJobProtocolChange }) => {
diff --git a/src/webportal/src/app/job-submission-demo/components/form-page.jsx b/src/webportal/src/app/job-submission-demo/components/form-page.jsx
index eaf11d7d..7f27b3e9 100644
--- a/src/webportal/src/app/job-submission-demo/components/form-page.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/form-page.jsx
@@ -2,7 +2,7 @@
 // Licensed under the MIT License.
 
 import React from 'react';
-import { Label } from 'office-ui-fabric-react';
+import { Label } from '@fluentui/react';
 import { TooltipIcon } from './controls/tooltip-icon';
 import { Box, Flex } from '../elements';
 import PropTypes from 'prop-types';
diff --git a/src/webportal/src/app/job-submission-demo/components/job-information/job-name.jsx b/src/webportal/src/app/job-submission-demo/components/job-information/job-name.jsx
index bfce51d6..5dc3f3d6 100644
--- a/src/webportal/src/app/job-submission-demo/components/job-information/job-name.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/job-information/job-name.jsx
@@ -3,7 +3,7 @@
 import React from 'react';
 import { connect } from 'react-redux';
 import { debounce } from 'lodash';
-import { TextField } from 'office-ui-fabric-react';
+import { TextField } from '@fluentui/react';
 import { JobProtocol } from '../../models/job-protocol';
 import PropTypes from 'prop-types';
 
diff --git a/src/webportal/src/app/job-submission-demo/components/job-information/virtual-cluster.jsx b/src/webportal/src/app/job-submission-demo/components/job-information/virtual-cluster.jsx
index 0e9e719b..da20cd33 100644
--- a/src/webportal/src/app/job-submission-demo/components/job-information/virtual-cluster.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/job-information/virtual-cluster.jsx
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-import { Dropdown } from 'office-ui-fabric-react';
+import { Dropdown } from '@fluentui/react';
 import React, { useEffect } from 'react';
 import { connect } from 'react-redux';
 import { get } from 'lodash';
diff --git a/src/webportal/src/app/job-submission-demo/components/more-info.jsx b/src/webportal/src/app/job-submission-demo/components/more-info.jsx
index bdcdbd34..b0c73016 100644
--- a/src/webportal/src/app/job-submission-demo/components/more-info.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/more-info.jsx
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-import { Icon } from 'office-ui-fabric-react';
+import { Icon } from '@fluentui/react';
 import React from 'react';
 import { Box, Flex } from '../elements';
 import PropTypes from 'prop-types';
diff --git a/src/webportal/src/app/job-submission-demo/components/save-template-dialog.jsx b/src/webportal/src/app/job-submission-demo/components/save-template-dialog.jsx
index aa83ec8b..4270e739 100644
--- a/src/webportal/src/app/job-submission-demo/components/save-template-dialog.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/save-template-dialog.jsx
@@ -10,7 +10,7 @@ import {
   ChoiceGroup,
   Dropdown,
   Stack,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import React, { useState, useEffect } from 'react';
 import PropTypes from 'prop-types';
 import { isNil, cloneDeep } from 'lodash';
@@ -54,12 +54,7 @@ const PureSaveTemplateDialog = props => {
       text: 'Protected',
       onRenderField: (props, render) => {
         return (
-          <Stack
-            horizontal
-            verticalAlign='center'
-            horizontalAlign='space-between'
-            gap='s1'
-          >
+          <Stack horizontal verticalAlign='center' horizontalAlign='space-between' tokens={{ childrenGap: 's1' }}>
             {render(props)}
             <Dropdown
               placeholder='Select groups to share'
diff --git a/src/webportal/src/app/job-submission-demo/components/sidebar/config-panel.jsx b/src/webportal/src/app/job-submission-demo/components/sidebar/config-panel.jsx
index 98263961..1593c83d 100644
--- a/src/webportal/src/app/job-submission-demo/components/sidebar/config-panel.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/sidebar/config-panel.jsx
@@ -3,7 +3,7 @@
 import React, { useState } from 'react';
 import { connect } from 'react-redux';
 import PropTypes from 'prop-types';
-import { Modal, Toggle } from 'office-ui-fabric-react';
+import { Modal, Toggle } from '@fluentui/react';
 import { Flex, Box, Button, Heading } from '../../elements';
 import { SIDEBAR_CONFIG } from '../../utils/constants';
 
diff --git a/src/webportal/src/app/job-submission-demo/components/sidebar/env-var.jsx b/src/webportal/src/app/job-submission-demo/components/sidebar/env-var.jsx
index 18d6e2b2..8478b9ca 100644
--- a/src/webportal/src/app/job-submission-demo/components/sidebar/env-var.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/sidebar/env-var.jsx
@@ -6,7 +6,7 @@ import {
   CheckboxVisibility,
   DetailsListLayoutMode,
   SelectionMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { Box, Code } from '../../elements';
 import { FormSection } from '../form-page';
 import { PAI_ENV_VAR } from '../../utils/constants';
diff --git a/src/webportal/src/app/job-submission-demo/components/sidebar/index.jsx b/src/webportal/src/app/job-submission-demo/components/sidebar/index.jsx
index 48127f25..8094aba1 100644
--- a/src/webportal/src/app/job-submission-demo/components/sidebar/index.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/sidebar/index.jsx
@@ -5,7 +5,7 @@ import { connect } from 'react-redux';
 import PropTypes from 'prop-types';
 import styled from 'styled-components';
 import { variant } from 'styled-system';
-import { Icon } from 'office-ui-fabric-react';
+import { Icon } from '@fluentui/react';
 import { Flex, Box, Link } from '../../elements';
 import { Parameters } from './parameters';
 import { Secrets } from './secrets';
@@ -101,6 +101,7 @@ const UnwrapperedSidebar = ({
             item =>
               item.checked && (
                 <SidebarItem
+                  key={item.key}
                   mt='m'
                   mb='m'
                   selected={currentSideKey === item.key}
diff --git a/src/webportal/src/app/job-submission-demo/components/submission-section.jsx b/src/webportal/src/app/job-submission-demo/components/submission-section.jsx
index 477c3b20..854c433e 100644
--- a/src/webportal/src/app/job-submission-demo/components/submission-section.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/submission-section.jsx
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-import { PrimaryButton, DefaultButton } from 'office-ui-fabric-react';
+import { PrimaryButton, DefaultButton } from '@fluentui/react';
 import React, { useState } from 'react';
 import { connect } from 'react-redux';
 import { cloneDeep } from 'lodash';
diff --git a/src/webportal/src/app/job-submission-demo/components/task-role/SKU-type.jsx b/src/webportal/src/app/job-submission-demo/components/task-role/SKU-type.jsx
index 26b13a0f..9f4d44d0 100644
--- a/src/webportal/src/app/job-submission-demo/components/task-role/SKU-type.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/task-role/SKU-type.jsx
@@ -5,7 +5,7 @@ import React, { useEffect } from 'react';
 import { connect } from 'react-redux';
 import { isEmpty, isNil, get } from 'lodash';
 import PropTypes from 'prop-types';
-import { Dropdown } from 'office-ui-fabric-react';
+import { Dropdown } from '@fluentui/react';
 
 const PureSKUType = ({ value, onChange, availableHivedSkuTypes }) => {
   const skuOptions = Object.keys(availableHivedSkuTypes).map(name => {
@@ -52,7 +52,7 @@ const mapStateToProps = state => ({
   availableHivedSkuTypes: state.JobExtraInfo.availableHivedSkuTypes,
 });
 
-const mapDispatchToProps = () => {};
+const mapDispatchToProps = () => ({});
 
 export const SKUType = connect(
   mapStateToProps,
diff --git a/src/webportal/src/app/job-submission-demo/components/task-role/auth-section.jsx b/src/webportal/src/app/job-submission-demo/components/task-role/auth-section.jsx
index ccd74f03..b1e8d3a7 100644
--- a/src/webportal/src/app/job-submission-demo/components/task-role/auth-section.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/task-role/auth-section.jsx
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-import { Label, Modal, TextField } from 'office-ui-fabric-react';
+import { Label, Modal, TextField } from '@fluentui/react';
 import React, { useState } from 'react';
 import PropTypes from 'prop-types';
 import { connect } from 'react-redux';
diff --git a/src/webportal/src/app/job-submission-demo/components/task-role/container-size-section.jsx b/src/webportal/src/app/job-submission-demo/components/task-role/container-size-section.jsx
index f8161148..eb8d3761 100644
--- a/src/webportal/src/app/job-submission-demo/components/task-role/container-size-section.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/task-role/container-size-section.jsx
@@ -3,7 +3,7 @@
 
 import React, { useEffect, useState } from 'react';
 import PropTypes from 'prop-types';
-import { Toggle } from 'office-ui-fabric-react';
+import { Toggle } from '@fluentui/react';
 import { Row, Col } from '../../elements';
 import { FormItem } from '../form-page';
 import { FormSpinButton } from '../controls/form-spin-button';
diff --git a/src/webportal/src/app/job-submission-demo/components/task-role/docker-image.jsx b/src/webportal/src/app/job-submission-demo/components/task-role/docker-image.jsx
index 94528d51..99b78a01 100644
--- a/src/webportal/src/app/job-submission-demo/components/task-role/docker-image.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/task-role/docker-image.jsx
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-import { DefaultButton, Dropdown, TextField } from 'office-ui-fabric-react';
+import { DefaultButton, Dropdown, TextField } from '@fluentui/react';
 import React, { useState } from 'react';
 import { connect } from 'react-redux';
 import { isEmpty } from 'lodash';
diff --git a/src/webportal/src/app/job-submission-demo/components/task-role/index.jsx b/src/webportal/src/app/job-submission-demo/components/task-role/index.jsx
index 6a9d2230..9482ae85 100644
--- a/src/webportal/src/app/job-submission-demo/components/task-role/index.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/task-role/index.jsx
@@ -5,7 +5,7 @@ import React, { useEffect, useState } from 'react';
 import { connect } from 'react-redux';
 import { cloneDeep, isNil, get } from 'lodash';
 import PropTypes from 'prop-types';
-import { Toggle } from 'office-ui-fabric-react';
+import { Toggle } from '@fluentui/react';
 import { Row, Col } from '../../elements';
 import theme from '../../theme';
 
diff --git a/src/webportal/src/app/job-submission-demo/components/task-role/ports-list.jsx b/src/webportal/src/app/job-submission-demo/components/task-role/ports-list.jsx
index 49dede88..71fa8741 100644
--- a/src/webportal/src/app/job-submission-demo/components/task-role/ports-list.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/task-role/ports-list.jsx
@@ -20,7 +20,7 @@ import {
   DefaultButton,
   SpinButton,
   FontClassNames,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 const PORT_LABEL_REGEX = /^[a-zA-Z_][a-zA-Z0-9_]*$/;
 
@@ -122,7 +122,7 @@ export const PortsList = ({ onChange, ports }) => {
             height: '100%',
           }}
         >
-          <Stack horizontal gap='s1'>
+          <Stack horizontal tokens={{ childrenGap: 's1' }}>
             <IconButton
               iconProps={{ iconName: 'Edit' }}
               onClick={() => onEdit(idx)}
@@ -140,7 +140,7 @@ export const PortsList = ({ onChange, ports }) => {
   const { spacing } = getTheme();
 
   return (
-    <Stack gap='m'>
+    <Stack tokens={{ childrenGap: 'm' }}>
       <div>
         <DetailsList
           items={ports}
@@ -171,7 +171,7 @@ export const PortsList = ({ onChange, ports }) => {
           }}
           minWidth={400}
         >
-          <Stack gap='m'>
+          <Stack tokens={{ childrenGap: 'm' }}>
             <div>
               <p>The port value will be assigned randomly.</p>
               <p>
diff --git a/src/webportal/src/app/job-submission-demo/components/task-role/tab-form.jsx b/src/webportal/src/app/job-submission-demo/components/task-role/tab-form.jsx
index 34296bbb..b7cdbc35 100644
--- a/src/webportal/src/app/job-submission-demo/components/task-role/tab-form.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/task-role/tab-form.jsx
@@ -12,7 +12,7 @@ import {
   IconFontSizes,
   Pivot,
   PivotItem,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { Box, Flex } from '../../elements';
 import { createUniqueName } from '../../utils/utils';
 import { DEFAULT_DOCKER_URI } from '../../utils/constants';
diff --git a/src/webportal/src/app/job-submission-demo/components/task-role/task-role-name.jsx b/src/webportal/src/app/job-submission-demo/components/task-role/task-role-name.jsx
index b4cf3e27..afd6b200 100644
--- a/src/webportal/src/app/job-submission-demo/components/task-role/task-role-name.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/task-role/task-role-name.jsx
@@ -4,7 +4,7 @@
 import React from 'react';
 import { connect } from 'react-redux';
 import { debounce, get } from 'lodash';
-import { TextField } from 'office-ui-fabric-react';
+import { TextField } from '@fluentui/react';
 import PropTypes from 'prop-types';
 
 const PureTaskRoleName = ({
diff --git a/src/webportal/src/app/job-submission-demo/components/template-selection.jsx b/src/webportal/src/app/job-submission-demo/components/template-selection.jsx
index b3eb4039..fa7d32a8 100644
--- a/src/webportal/src/app/job-submission-demo/components/template-selection.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/template-selection.jsx
@@ -1,11 +1,10 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useState, useEffect } from 'react';
 import { connect } from 'react-redux';
 import { cloneDeep, get } from 'lodash';
 import PropTypes from 'prop-types';
-import { Dropdown, DropdownMenuItemType } from 'office-ui-fabric-react';
+import { Dropdown, DropdownMenuItemType } from '@fluentui/react';
 import { Box } from '../elements';
 import { FormItem } from './form-page';
 import { JobProtocol } from '../models/job-protocol';
@@ -35,35 +34,46 @@ const PureTemplateSelection = props => {
   // fetch template options
   useEffect(() => {
     const newTemplateOptions = cloneDeep(templateOptions);
-    fetchMyPrivateTemplates(loginUser).then(templates => {
-      newTemplateOptions.push({
-        key: 'MyTemplatesHeader',
-        text: 'My Templates',
-        itemType: DropdownMenuItemType.Header,
-      });
-      for (const template of templates) {
+    fetchMyPrivateTemplates(loginUser)
+      .then(templates => {
         newTemplateOptions.push({
-          key: template.id,
-          text: template.name,
-          protocol: template.protocol,
-        });
-      }
-      fetchPublicTemplates().then(publicTemplates => {
-        newTemplateOptions.push({
-          key: 'PublicTemplatesHeader',
-          text: 'Public Templates',
+          key: 'MyTemplatesHeader',
+          text: 'My Templates',
           itemType: DropdownMenuItemType.Header,
         });
-        for (const template of publicTemplates) {
+        for (const template of templates) {
           newTemplateOptions.push({
             key: template.id,
             text: template.name,
             protocol: template.protocol,
           });
         }
-        setTemplateOptions(newTemplateOptions);
+      })
+      .catch(() => {
+        // Marketplace API not available, skip private templates
+      })
+      .finally(() => {
+        fetchPublicTemplates()
+          .then(publicTemplates => {
+            newTemplateOptions.push({
+              key: 'PublicTemplatesHeader',
+              text: 'Public Templates',
+              itemType: DropdownMenuItemType.Header,
+            });
+            for (const template of publicTemplates) {
+              newTemplateOptions.push({
+                key: template.id,
+                text: template.name,
+                protocol: template.protocol,
+              });
+            }
+            setTemplateOptions(newTemplateOptions);
+          })
+          .catch(() => {
+            // Public templates also not available, use default options
+            setTemplateOptions(newTemplateOptions);
+          });
       });
-    });
   }, []);
 
   const onTemplateChange = (_, item) => {
diff --git a/src/webportal/src/app/job-submission-demo/components/tools/job-ssh.jsx b/src/webportal/src/app/job-submission-demo/components/tools/job-ssh.jsx
index 58766919..0de861dd 100644
--- a/src/webportal/src/app/job-submission-demo/components/tools/job-ssh.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/tools/job-ssh.jsx
@@ -4,7 +4,7 @@ import React, { useEffect, useState } from 'react';
 import { connect } from 'react-redux';
 import PropTypes from 'prop-types';
 import { cloneDeep, isNil, isEmpty } from 'lodash';
-import { DefaultButton, TextField, Toggle } from 'office-ui-fabric-react';
+import { DefaultButton, TextField, Toggle } from '@fluentui/react';
 import { Box, Flex, Row, Text } from '../../elements';
 import { TooltipIcon } from '../controls/tooltip-icon';
 import SSHGenerator from './ssh-generator';
diff --git a/src/webportal/src/app/job-submission-demo/components/tools/ssh-generator.jsx b/src/webportal/src/app/job-submission-demo/components/tools/ssh-generator.jsx
index 37c86791..38e69924 100644
--- a/src/webportal/src/app/job-submission-demo/components/tools/ssh-generator.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/tools/ssh-generator.jsx
@@ -12,7 +12,7 @@ import {
   Separator,
   Stack,
   TextField,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import c from 'classnames';
 import t from '../../../components/tachyons.scss';
@@ -102,8 +102,8 @@ export default function SSHGenerator({
 
       <Separator>SSH key pair</Separator>
 
-      <Stack horizontal padding='l1' gap='l1' styles={{ root: { width: 860 } }}>
-        <Stack padding='s1' gap='s1' grow={1}>
+      <Stack horizontal styles={{ root: { width: 860 } }} tokens={{ childrenGap: 'l1', padding: 'l1' }}>
+        <Stack grow={1} tokens={{ childrenGap: 's1', padding: 's1' }}>
           <TextField
             label='Private Key'
             multiline
@@ -121,7 +121,7 @@ export default function SSHGenerator({
             Download Private Key
           </DefaultButton>
         </Stack>
-        <Stack padding='s1' gap='s1' grow={1}>
+        <Stack grow={1} tokens={{ childrenGap: 's1', padding: 's1' }}>
           <TextField
             label='Public Key'
             multiline
@@ -140,13 +140,7 @@ export default function SSHGenerator({
 
       <Separator></Separator>
 
-      <Stack
-        horizontal
-        horizontalAlign='space-evenly'
-        padding='l1'
-        gap='l1'
-        styles={{ root: { width: 860 } }}
-      >
+      <Stack horizontal horizontalAlign='space-evenly' styles={{ root: { width: 860 } }} tokens={{ childrenGap: 'l1', padding: 'l1' }}>
         <Stack.Item align='end'>
           {!downloadedPriKey && (
             <Label required={true}>
diff --git a/src/webportal/src/app/job-submission-demo/components/topbar/export-config.jsx b/src/webportal/src/app/job-submission-demo/components/topbar/export-config.jsx
index 5bafac47..0815eefc 100644
--- a/src/webportal/src/app/job-submission-demo/components/topbar/export-config.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/topbar/export-config.jsx
@@ -5,7 +5,7 @@ import React from 'react';
 import { connect } from 'react-redux';
 import { cloneDeep } from 'lodash';
 import PropTypes from 'prop-types';
-import { ColorClassNames, DefaultButton } from 'office-ui-fabric-react';
+import { ColorClassNames, DefaultButton } from '@fluentui/react';
 
 const PureExportConfig = ({ jobProtocol }) => {
   const exportFile = (data, filename, type) => {
diff --git a/src/webportal/src/app/job-submission-demo/components/topbar/import-config.jsx b/src/webportal/src/app/job-submission-demo/components/topbar/import-config.jsx
index 4c898cac..828bd1b5 100644
--- a/src/webportal/src/app/job-submission-demo/components/topbar/import-config.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/topbar/import-config.jsx
@@ -5,7 +5,7 @@ import React from 'react';
 import { connect } from 'react-redux';
 import { isNil } from 'lodash';
 import PropTypes from 'prop-types';
-import { ColorClassNames, FontWeights, Label } from 'office-ui-fabric-react';
+import { ColorClassNames, FontWeights, Label } from '@fluentui/react';
 import { Button } from '../../elements';
 import { JobProtocol } from '../../models/job-protocol';
 
@@ -73,7 +73,7 @@ const PureImportConfig = ({ onJobProtocolChange }) => {
   );
 };
 
-const mapStateToProps = () => {};
+const mapStateToProps = () => ({});
 
 const mapDispatchToProps = dispatch => ({
   onJobProtocolChange: jobProtocol =>
diff --git a/src/webportal/src/app/job-submission-demo/components/topbar/index.jsx b/src/webportal/src/app/job-submission-demo/components/topbar/index.jsx
index ce5664f8..ad58d4d3 100644
--- a/src/webportal/src/app/job-submission-demo/components/topbar/index.jsx
+++ b/src/webportal/src/app/job-submission-demo/components/topbar/index.jsx
@@ -2,7 +2,7 @@
 // Licensed under the MIT License.
 
 import React from 'react';
-import { Text, FontWeights, Link } from 'office-ui-fabric-react';
+import { Text, FontWeights, Link } from '@fluentui/react';
 
 import { ExportConfig } from './export-config';
 import { ImportConfig } from './import-config';
diff --git a/src/webportal/src/app/job-submission-demo/elements/Box.js b/src/webportal/src/app/job-submission-demo/elements/Box.js
index b73511f3..b818692d 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Box.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Box.js
@@ -9,8 +9,11 @@ import {
   flexbox,
   border,
 } from 'styled-system';
+import shouldForwardProp from '@styled-system/should-forward-prop';
 
-const Box = styled('div')(
+const Box = styled('div').withConfig({
+  shouldForwardProp,
+})(
   {
     boxSizing: 'border-box',
     minWidth: 0,
diff --git a/src/webportal/src/app/job-submission-demo/elements/Button.js b/src/webportal/src/app/job-submission-demo/elements/Button.js
index 058d594b..a1d5168f 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Button.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Button.js
@@ -1,9 +1,12 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
 import styled from 'styled-components';
-import { DefaultButton } from 'office-ui-fabric-react';
+import { DefaultButton } from '@fluentui/react';
 import { space, color, layout, border } from 'styled-system';
+import shouldForwardProp from '@styled-system/should-forward-prop';
 
-const Button = styled(DefaultButton)(space, color, layout, border);
+const Button = styled(DefaultButton).withConfig({
+  shouldForwardProp,
+})(space, color, layout, border);
 
 export default Button;
diff --git a/src/webportal/src/app/job-submission-demo/elements/Code.js b/src/webportal/src/app/job-submission-demo/elements/Code.js
index 3a6575d8..06016702 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Code.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Code.js
@@ -2,8 +2,11 @@
 // Licensed under the MIT License.
 import styled from 'styled-components';
 import { color, layout, typography } from 'styled-system';
+import shouldForwardProp from '@styled-system/should-forward-prop';
 
-const Code = styled('code')(
+const Code = styled('code').withConfig({
+  shouldForwardProp,
+})(
   {
     lineHeight: 'inherit',
     border: 0,
diff --git a/src/webportal/src/app/job-submission-demo/elements/Col.js b/src/webportal/src/app/job-submission-demo/elements/Col.js
index 24e08785..219feff9 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Col.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Col.js
@@ -2,8 +2,11 @@
 // Licensed under the MIT License.
 import styled from 'styled-components';
 import { flexbox, system } from 'styled-system';
+import shouldForwardProp from '@styled-system/should-forward-prop';
 
-const Col = styled('div')(
+const Col = styled('div').withConfig({
+  shouldForwardProp,
+})(
   system({
     span: {
       properties: ['flexBasis', 'maxWidth'],
diff --git a/src/webportal/src/app/job-submission-demo/elements/Flex.js b/src/webportal/src/app/job-submission-demo/elements/Flex.js
index e9094355..26b5fd1b 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Flex.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Flex.js
@@ -2,8 +2,11 @@
 // Licensed under the MIT License.
 import styled from 'styled-components';
 import { space, color, layout, flexbox, border } from 'styled-system';
+import shouldForwardProp from '@styled-system/should-forward-prop';
 
-const Flex = styled('div')(
+const Flex = styled('div').withConfig({
+  shouldForwardProp,
+})(
   {
     display: 'flex',
   },
diff --git a/src/webportal/src/app/job-submission-demo/elements/Heading.js b/src/webportal/src/app/job-submission-demo/elements/Heading.js
index 1c957930..93e79d2a 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Heading.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Heading.js
@@ -2,7 +2,10 @@
 // Licensed under the MIT License.
 import styled from 'styled-components';
 import { color, typography } from 'styled-system';
+import shouldForwardProp from '@styled-system/should-forward-prop';
 
-const Heading = styled('h2')(color, typography);
+const Heading = styled('h2').withConfig({
+  shouldForwardProp,
+})(color, typography);
 
 export default Heading;
diff --git a/src/webportal/src/app/job-submission-demo/elements/Link.js b/src/webportal/src/app/job-submission-demo/elements/Link.js
index 6e1b3ba8..3c379da5 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Link.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Link.js
@@ -2,8 +2,11 @@
 // Licensed under the MIT License.
 import styled from 'styled-components';
 import { space, color, layout, border } from 'styled-system';
+import shouldForwardProp from '@styled-system/should-forward-prop';
 
-const Link = styled('a')(
+const Link = styled('a').withConfig({
+  shouldForwardProp,
+})(
   { cursor: 'pointer', userSelect: 'none', color: '#000000' },
   space,
   color,
diff --git a/src/webportal/src/app/job-submission-demo/elements/Row.js b/src/webportal/src/app/job-submission-demo/elements/Row.js
index 4ef5ab80..08434908 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Row.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Row.js
@@ -4,7 +4,7 @@ import React, { isValidElement } from 'react';
 import Box from './Box';
 import PropTypes from 'prop-types';
 
-const Row = ({ children, gutter }) => {
+const Row = ({ children, gutter = 0 }) => {
   const rowStyle =
     gutter > 0
       ? {
diff --git a/src/webportal/src/app/job-submission-demo/elements/Text.js b/src/webportal/src/app/job-submission-demo/elements/Text.js
index fb756e4e..536623a4 100644
--- a/src/webportal/src/app/job-submission-demo/elements/Text.js
+++ b/src/webportal/src/app/job-submission-demo/elements/Text.js
@@ -2,7 +2,10 @@
 // Licensed under the MIT License.
 import styled from 'styled-components';
 import { color, typography } from 'styled-system';
+import shouldForwardProp from '@styled-system/should-forward-prop';
 
-const Text = styled('span')(color, typography);
+const Text = styled('span').withConfig({
+  shouldForwardProp,
+})(color, typography);
 
 export default Text;
diff --git a/src/webportal/src/app/job-submission-demo/job-edit-page.jsx b/src/webportal/src/app/job-submission-demo/job-edit-page.jsx
index e7dbbf68..1515e4a1 100644
--- a/src/webportal/src/app/job-submission-demo/job-edit-page.jsx
+++ b/src/webportal/src/app/job-submission-demo/job-edit-page.jsx
@@ -1,11 +1,10 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useEffect, useState } from 'react';
 import { connect } from 'react-redux';
 import { cloneDeep } from 'lodash';
 import PropTypes from 'prop-types';
-import { DefaultButton, PrimaryButton, Stack } from 'office-ui-fabric-react';
+import { DefaultButton, PrimaryButton, Stack } from '@fluentui/react';
 import { Flex, Box } from './elements';
 import { TemplateSelection } from './components/template-selection';
 import { SaveTemplateDialog } from './components/save-template-dialog';
@@ -59,7 +58,7 @@ const PureJobEditPage = ({ jobProtocol, fetchVirtualClusters }) => {
         <Sidebar />
       </Flex>
       <Box padding='m' marginTop='m' bg='white'>
-        <Stack horizontal horizontalAlign='end' gap='m'>
+        <Stack horizontal horizontalAlign='end' tokens={{ childrenGap: 'm' }}>
           <PrimaryButton onClick={onSubmit}>Submit</PrimaryButton>
           {config.saveTemplate === 'true' && (
             <DefaultButton onClick={toggleHideDialog}>
diff --git a/src/webportal/src/app/job-submission-demo/job-submission-page.jsx b/src/webportal/src/app/job-submission-demo/job-submission-page.jsx
index f2134df6..42ad4a14 100644
--- a/src/webportal/src/app/job-submission-demo/job-submission-page.jsx
+++ b/src/webportal/src/app/job-submission-demo/job-submission-page.jsx
@@ -1,11 +1,10 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useState, useEffect } from 'react';
 import { connect } from 'react-redux';
 import { isEmpty, isNil, get } from 'lodash';
 import PropTypes from 'prop-types';
-import { Pivot, PivotItem } from 'office-ui-fabric-react';
+import { Pivot, PivotItem } from '@fluentui/react';
 import { Flex } from './elements';
 import { Topbar } from './components/topbar';
 import { JobEditPage } from './job-edit-page';
@@ -139,7 +138,7 @@ const PureJobSubmissionPage = ({ onJobProtocolChange, onTaskRoleSelect }) => {
   );
 };
 
-const mapStateToProps = () => {};
+const mapStateToProps = () => ({});
 
 const mapDispatchToProps = dispatch => ({
   onJobProtocolChange: jobProtocol =>
diff --git a/src/webportal/src/app/job-submission-demo/job-submission.jsx b/src/webportal/src/app/job-submission-demo/job-submission.jsx
index 70bb6768..3901013b 100644
--- a/src/webportal/src/app/job-submission-demo/job-submission.jsx
+++ b/src/webportal/src/app/job-submission-demo/job-submission.jsx
@@ -1,12 +1,17 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
+
+// Prevent layout.jsx from auto-initializing since we'll do it ourselves
+window.__LAYOUT_INITIALIZED__ = true;
+
 import React from 'react';
-import ReactDOM from 'react-dom';
-import { HashRouter as Router, Route } from 'react-router-dom';
+import { createRoot } from 'react-dom/client';
+import { HashRouter as Router, Routes, Route } from 'react-router-dom';
 import { createStore, applyMiddleware } from 'redux';
 import { Provider } from 'react-redux';
 import createSagaMiddleware from 'redux-saga';
 import { ThemeProvider } from 'styled-components';
+import { Layout } from '../layout/layout';
 import { JobSubmissionPage } from './job-submission-page';
 import reducer from './reducers';
 import saga from './sagas';
@@ -19,22 +24,31 @@ const store = createStore(reducer, applyMiddleware(sagaMiddleware));
 // run the saga
 sagaMiddleware.run(saga);
 
-const App = () => {
+const JobSubmissionApp = () => {
   return (
     <Router>
-      <Route
-        path='/general'
-        render={({ history }) => <JobSubmissionPage history={history} />}
-      />
+      <Routes>
+        <Route path='/general' element={<JobSubmissionPage />} />
+      </Routes>
     </Router>
   );
 };
 
-ReactDOM.render(
-  <Provider store={store}>
-    <ThemeProvider theme={theme}>
-      <App />
-    </ThemeProvider>
-  </Provider>,
-  document.getElementById('content-wrapper'),
+const App = () => (
+  <Layout>
+    <JobSubmissionApp />
+  </Layout>
 );
+
+const wrapper = document.getElementById('wrapper');
+if (wrapper && !wrapper.hasAttribute('data-root-initialized')) {
+  wrapper.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(wrapper);
+  root.render(
+    <Provider store={store}>
+      <ThemeProvider theme={theme}>
+        <App />
+      </ThemeProvider>
+    </Provider>
+  );
+}
diff --git a/src/webportal/src/app/job-submission-demo/models/container-size.js b/src/webportal/src/app/job-submission-demo/models/container-size.js
index 219f1b0e..caa60bf5 100644
--- a/src/webportal/src/app/job-submission-demo/models/container-size.js
+++ b/src/webportal/src/app/job-submission-demo/models/container-size.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { isNil } from 'lodash';
 
 const skuUnit = {
diff --git a/src/webportal/src/app/job-submission-demo/models/job-protocol.js b/src/webportal/src/app/job-submission-demo/models/job-protocol.js
index 5309b045..8e51a653 100644
--- a/src/webportal/src/app/job-submission-demo/models/job-protocol.js
+++ b/src/webportal/src/app/job-submission-demo/models/job-protocol.js
@@ -46,7 +46,7 @@ export class JobProtocol {
   // make sure protocolYaml is valid before use this function
   static fromYaml(protocolYaml) {
     try {
-      const jobProtocol = yaml.safeLoad(protocolYaml);
+      const jobProtocol = yaml.load(protocolYaml);
       return new JobProtocol(jobProtocol);
     } catch (e) {
       alert(e.message);
@@ -82,7 +82,7 @@ export class JobProtocol {
 
   static validateFromYaml(protocolYaml) {
     try {
-      const protocol = yaml.safeLoad(protocolYaml);
+      const protocol = yaml.load(protocolYaml);
       return JobProtocol.validateFromObject(protocol);
     } catch (err) {
       return String(err.message);
@@ -91,7 +91,7 @@ export class JobProtocol {
 
   toYaml() {
     try {
-      return yaml.safeDump(JobProtocol.safePruneProtocol(this));
+      return yaml.dump(JobProtocol.safePruneProtocol(this));
     } catch (e) {
       alert(e.message);
     }
diff --git a/src/webportal/src/app/job-submission-demo/models/protocol-schema.js b/src/webportal/src/app/job-submission-demo/models/protocol-schema.js
index ed44e6ce..3f5735b6 100644
--- a/src/webportal/src/app/job-submission-demo/models/protocol-schema.js
+++ b/src/webportal/src/app/job-submission-demo/models/protocol-schema.js
@@ -122,6 +122,15 @@ const runtimePluginSchema = Joi.object().keys({
           }),
         })
         .required(),
+    })
+    .when('plugin', {
+          is: 'dind',
+          then: Joi.object()
+            .keys({
+              dockerVersion: Joi.string().optional(),
+              ubuntuVersion: Joi.string().optional(),
+            })
+            .optional(),
     }),
   failurePolicy: Joi.string().allow('fail', 'ignore'),
 });
diff --git a/src/webportal/src/app/job-submission-demo/utils/conn.js b/src/webportal/src/app/job-submission-demo/utils/conn.js
index 530a6384..f2781d32 100644
--- a/src/webportal/src/app/job-submission-demo/utils/conn.js
+++ b/src/webportal/src/app/job-submission-demo/utils/conn.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { PAIV2 } from '@microsoft/openpai-js-sdk';
 import { clearToken } from '../../user/user-logout/user-logout.component';
 import config from '../../config/webportal.config';
@@ -42,7 +41,7 @@ const wrapper = async func => {
 };
 
 export async function submitJob(jobProtocol) {
-  const job = yaml.safeLoad(jobProtocol);
+  const job = yaml.load(jobProtocol);
   return wrapper(() => client.job.createJob(job));
 }
 
diff --git a/src/webportal/src/app/job-submission-demo/utils/constants.js b/src/webportal/src/app/job-submission-demo/utils/constants.js
index 8526da4b..a6888f61 100644
--- a/src/webportal/src/app/job-submission-demo/utils/constants.js
+++ b/src/webportal/src/app/job-submission-demo/utils/constants.js
@@ -100,59 +100,23 @@ All lines will be concatenated by "&&". So do not use characters like "#", "\\"
 
 export const DOCKER_OPTIONS = [
   {
-    key: 'python_3.6-pytorch_1.4.0-gpu',
-    text: 'PyTorch 1.4.0 + Python 3.6 with GPU, CUDA 10.1',
-    image: 'openpai/standard:python_3.6-pytorch_1.4.0-gpu',
+    key: 'cuda12.8-gpu',
+    text: 'CUDA 12.8',
+    image: 'luciatrainingplatform.azurecr.io/cuda-12.8.x/main:latest',
   },
   {
-    key: 'python_3.6-pytorch_1.2.0-gpu',
-    text: 'PyTorch 1.2.0 + Python 3.6 with GPU, CUDA 10.0',
-    image: 'openpai/standard:python_3.6-pytorch_1.2.0-gpu',
+    key: 'rocm-6.3-gpu',
+    text: 'ROCm 6.3',
+    image: 'luciatrainingplatform.azurecr.io/rocm-6.3.x/main:latest',
   },
   {
-    key: 'python_3.6-tensorflow_2.1.0-gpu',
-    text: 'TensorFlow 2.1.0 + Python 3.6 with GPU, CUDA 10.1',
-    image: 'openpai/standard:python_3.6-tensorflow_2.1.0-gpu',
-  },
-  {
-    key: 'python_3.6-tensorflow_1.15.0-gpu',
-    text: 'TensorFlow 1.15.0 + Python 3.6 with GPU, CUDA 10.0',
-    image: 'openpai/standard:python_3.6-tensorflow_1.15.0-gpu',
-  },
-  {
-    key: 'python_3.6-mxnet_1.5.1-gpu',
-    text: 'MXNet 1.5.1 + Python 3.6 with GPU, CUDA 10.1',
-    image: 'openpai/standard:python_3.6-mxnet_1.5.1-gpu',
-  },
-  {
-    key: 'python_3.6-cntk_2.7-gpu',
-    text: 'CNTK 2.7 + Python 3.6 with GPU, CUDA 10.1',
-    image: 'openpai/standard:python_3.6-cntk_2.7-gpu',
-  },
-  {
-    key: 'python_3.6-pytorch_1.4.0-cpu',
-    text: 'PyTorch 1.4.0 + Python 3.6 with CPU',
-    image: 'openpai/standard:python_3.6-pytorch_1.4.0-cpu',
-  },
-  {
-    key: 'python_3.6-pytorch_1.2.0-cpu',
-    text: 'PyTorch 1.2.0 + Python 3.6 with CPU',
-    image: 'openpai/standard:python_3.6-pytorch_1.2.0-cpu',
-  },
-  {
-    key: 'python_3.6-tensorflow_2.1.0-cpu',
-    text: 'TensorFlow 2.1.0 + Python 3.6 with CPU',
-    image: 'openpai/standard:python_3.6-tensorflow_2.1.0-cpu',
-  },
-  {
-    key: 'python_3.6-tensorflow_1.15.0-cpu',
-    text: 'TensorFlow 1.15.0 + Python 3.6 with CPU',
-    image: 'openpai/standard:python_3.6-tensorflow_1.15.0-cpu',
+    key: 'rocm-6.3.x-te-v1.12-gpu',
+    text: 'ROCm 6.3.x + TransformerEngine v1.12',
+    image: 'luciatrainingplatform.azurecr.io/rocm-6.3.x-te-v1.12/main:latest',
   },
 ];
-
 export const DEFAULT_DOCKER_URI =
-  'openpai/standard:python_3.6-pytorch_1.2.0-gpu';
+  'luciatrainingplatform.azurecr.io/cuda-12.8.x/main:latest';
 
 // For PAI runtime only
 export const PAI_PLUGIN = 'com.microsoft.pai.runtimeplugin';
diff --git a/src/webportal/src/app/job-submission-demo/utils/ssh-keygen.js b/src/webportal/src/app/job-submission-demo/utils/ssh-keygen.js
index 86b34993..c47d0c85 100644
--- a/src/webportal/src/app/job-submission-demo/utils/ssh-keygen.js
+++ b/src/webportal/src/app/job-submission-demo/utils/ssh-keygen.js
@@ -1,15 +1,7 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-import * as NodeRSA from 'node-rsa';
-import * as SSHPk from 'sshpk';
+import { generateSSHKeyPair as generateSSHKeyPairImpl } from '../../job-submission/utils/ssh-keygen.js';
 
 export function generateSSHKeyPair(bits) {
-  const key = new NodeRSA({ b: bits });
-  const pemPub = key.exportKey('pkcs1-public-pem');
-  const pemPri = key.exportKey('pkcs1-private-pem');
-
-  const sshKey = SSHPk.parseKey(pemPub, 'pem');
-  sshKey.comment = 'pai-job-ssh';
-  const sshPub = sshKey.toString('ssh');
-  return { public: sshPub, private: pemPri };
+  return generateSSHKeyPairImpl(bits);
 }
diff --git a/src/webportal/src/app/job-submission-demo/yaml-edit-page.jsx b/src/webportal/src/app/job-submission-demo/yaml-edit-page.jsx
index 905860f9..33ca65a0 100644
--- a/src/webportal/src/app/job-submission-demo/yaml-edit-page.jsx
+++ b/src/webportal/src/app/job-submission-demo/yaml-edit-page.jsx
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useEffect, useState } from 'react';
 import { connect } from 'react-redux';
 import { cloneDeep, debounce, isEmpty } from 'lodash';
@@ -11,7 +10,7 @@ import {
   MessageBarType,
   PrimaryButton,
   Stack,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { Box, Flex } from './elements';
 import { SaveTemplateDialog } from './components/save-template-dialog';
 import MonacoEditor from '../components/monaco-editor';
@@ -111,7 +110,7 @@ const PureYamlEditPage = ({ jobProtocol, onJobProtocolChange }) => {
         />
       </Flex>
       <Box padding='m' marginTop='m' bg='white'>
-        <Stack horizontal horizontalAlign='end' gap='m'>
+        <Stack horizontal horizontalAlign='end' tokens={{ childrenGap: 'm' }}>
           {isReadOnly ? (
             <>
               <DefaultButton onClick={onEdit}>Edit</DefaultButton>
diff --git a/src/webportal/src/app/job-submission/components/basic-section.jsx b/src/webportal/src/app/job-submission/components/basic-section.jsx
index 9be988fc..6e438245 100644
--- a/src/webportal/src/app/job-submission/components/basic-section.jsx
+++ b/src/webportal/src/app/job-submission/components/basic-section.jsx
@@ -30,7 +30,7 @@ import {
   Icon,
   StackItem,
   FontClassNames,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { FormSection } from './form-page';
 import { getFormPageSytle, getFormBasicSectionStyle } from './form-style';
@@ -39,7 +39,7 @@ import { TooltipIcon } from './controls/tooltip-icon';
 const formPageStyle = getFormPageSytle();
 
 export const BasicSection = props => {
-  const { sectionLabel, sectionOptional, sectionTooltip, children } = props;
+  const { sectionLabel = '', sectionOptional, sectionTooltip, children } = props;
   const basicSectionStyle = getFormBasicSectionStyle(sectionOptional);
 
   const [isSectionOn, setSectionOn] = useState(true);
@@ -50,7 +50,7 @@ export const BasicSection = props => {
   return (
     <FormSection>
       <StackItem styles={formPageStyle.formFirstColumn}>
-        <Stack horizontal gap='s1' verticalAlign='baseline'>
+        <Stack horizontal verticalAlign='baseline' tokens={{ childrenGap: 's1' }}>
           <Icon
             iconName={isSectionOn ? 'CaretDown8' : 'CaretSolidRight'}
             styles={basicSectionStyle.icon}
@@ -70,16 +70,12 @@ export const BasicSection = props => {
         </Stack>
       </StackItem>
       <StackItem styles={formPageStyle.formSecondColunm}>
-        <Stack gap='m'>{(!sectionOptional || isSectionOn) && children}</Stack>
+        <Stack tokens={{ childrenGap: 'm' }}>{(!sectionOptional || isSectionOn) && children}</Stack>
       </StackItem>
     </FormSection>
   );
 };
 
-BasicSection.defaultProps = {
-  sectionLabel: '',
-};
-
 BasicSection.propTypes = {
   sectionLabel: PropTypes.string,
   sectionTooltip: PropTypes.oneOfType([
diff --git a/src/webportal/src/app/job-submission/components/container-size-section.jsx b/src/webportal/src/app/job-submission/components/container-size-section.jsx
index cc4972b7..4a6b37fc 100644
--- a/src/webportal/src/app/job-submission/components/container-size-section.jsx
+++ b/src/webportal/src/app/job-submission/components/container-size-section.jsx
@@ -24,7 +24,7 @@
  */
 
 import React from 'react';
-import { getTheme, Toggle, Stack } from 'office-ui-fabric-react';
+import { getTheme, Toggle, Stack } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { BasicSection } from './basic-section';
 import { getDefaultContainerSize } from '../models/container-size';
@@ -62,8 +62,8 @@ export const ContainerSizeSection = props => {
       sectionLabel='Resources'
       sectionTooltip={PROTOCOL_TOOLTIPS.taskRoleContainerSize}
     >
-      <Stack horizontal gap='l1'>
-        <FormShortSection gap='m'>
+      <Stack horizontal tokens={{ childrenGap: 'l1' }}>
+        <FormShortSection tokens={{ childrenGap: 'm' }}>
           <CSpinButton
             label='GPU count'
             value={gpu}
diff --git a/src/webportal/src/app/job-submission/components/controls/debounced-text-field.jsx b/src/webportal/src/app/job-submission/components/controls/debounced-text-field.jsx
index 62d56abf..13a0c8bb 100644
--- a/src/webportal/src/app/job-submission/components/controls/debounced-text-field.jsx
+++ b/src/webportal/src/app/job-submission/components/controls/debounced-text-field.jsx
@@ -24,7 +24,7 @@
  */
 
 import React, { useEffect, useState, useCallback, useMemo } from 'react';
-import { TextField } from 'office-ui-fabric-react';
+import { TextField } from '@fluentui/react';
 
 import PropTypes from 'prop-types';
 import { debounce } from 'lodash';
diff --git a/src/webportal/src/app/job-submission/components/controls/key-value-list.jsx b/src/webportal/src/app/job-submission/components/controls/key-value-list.jsx
index 5ecba820..f59d88a5 100644
--- a/src/webportal/src/app/job-submission/components/controls/key-value-list.jsx
+++ b/src/webportal/src/app/job-submission/components/controls/key-value-list.jsx
@@ -32,7 +32,7 @@ import {
   CommandBarButton,
   getTheme,
   SelectionMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { countBy, isEmpty } from 'lodash';
 import React, { useCallback, useLayoutEffect } from 'react';
@@ -85,7 +85,7 @@ export const KeyValueList = ({
   const getKey = useCallback((item, idx) => idx, []);
 
   // workaround for fabric's bug
-  // https://github.com/OfficeDev/office-ui-fabric-react/issues/5280#issuecomment-489619108
+  // https://github.com/OfficeDev/@fluentui/react/issues/5280#issuecomment-489619108
   useLayoutEffect(() => {
     dispatchResizeEvent();
   });
@@ -146,7 +146,7 @@ export const KeyValueList = ({
   ];
 
   return (
-    <Stack gap='m'>
+    <Stack tokens={{ childrenGap: 'm' }}>
       <div>
         <DetailsList
           items={items}
diff --git a/src/webportal/src/app/job-submission/components/controls/tooltip-icon.jsx b/src/webportal/src/app/job-submission/components/controls/tooltip-icon.jsx
index a83c165b..3ea32786 100644
--- a/src/webportal/src/app/job-submission/components/controls/tooltip-icon.jsx
+++ b/src/webportal/src/app/job-submission/components/controls/tooltip-icon.jsx
@@ -24,7 +24,7 @@
  */
 
 import React from 'react';
-import { IconButton } from 'office-ui-fabric-react';
+import { IconButton } from '@fluentui/react';
 import PropTypes from 'prop-types';
 
 export const TooltipIcon = ({ content }) => {
diff --git a/src/webportal/src/app/job-submission/components/customized-components.jsx b/src/webportal/src/app/job-submission/components/customized-components.jsx
index 9fcf35b8..2e9b02de 100644
--- a/src/webportal/src/app/job-submission/components/customized-components.jsx
+++ b/src/webportal/src/app/job-submission/components/customized-components.jsx
@@ -24,7 +24,7 @@
  */
 
 import React, { useCallback } from 'react';
-import { SpinButton, Stack } from 'office-ui-fabric-react';
+import { SpinButton, Stack } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { debounce, isNil } from 'lodash';
 import { TooltipIcon } from './controls/tooltip-icon';
@@ -35,7 +35,7 @@ export const CSpinButton = props => {
     onIncrement,
     onDecrement,
     onValidate,
-    min,
+    min = 0,
     max,
     label,
     tooltip,
@@ -80,10 +80,6 @@ export const CSpinButton = props => {
   );
 };
 
-CSpinButton.defaultProps = {
-  min: 0,
-};
-
 CSpinButton.propTypes = {
   label: PropTypes.string,
   tooltip: PropTypes.oneOfType([
diff --git a/src/webportal/src/app/job-submission/components/data/add-data-source.jsx b/src/webportal/src/app/job-submission/components/data/add-data-source.jsx
index 444c194f..76acb518 100644
--- a/src/webportal/src/app/job-submission/components/data/add-data-source.jsx
+++ b/src/webportal/src/app/job-submission/components/data/add-data-source.jsx
@@ -1,6 +1,9 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useState } from 'react';
 import c from 'classnames';
-import { PrimaryButton } from 'office-ui-fabric-react/lib/Button';
+import { PrimaryButton } from '@fluentui/react/lib/Button';
 import PropTypes from 'prop-types';
 
 import { AddHttp } from './add-http';
diff --git a/src/webportal/src/app/job-submission/components/data/add-git.jsx b/src/webportal/src/app/job-submission/components/data/add-git.jsx
index 0e3146c2..a8d572ee 100644
--- a/src/webportal/src/app/job-submission/components/data/add-git.jsx
+++ b/src/webportal/src/app/job-submission/components/data/add-git.jsx
@@ -1,5 +1,8 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useState } from 'react';
-import { IconButton, Stack, TextField } from 'office-ui-fabric-react';
+import { IconButton, Stack, TextField } from '@fluentui/react';
 import { cloneDeep } from 'lodash';
 import PropTypes from 'prop-types';
 
@@ -26,7 +29,7 @@ export const AddGit = props => {
   };
 
   return (
-    <Stack horizontal horizontalAlign='space-between' gap='m'>
+    <Stack horizontal horizontalAlign='space-between' tokens={{ childrenGap: 'm' }}>
       <Stack.Item align='baseline'>
         <TextField
           required={true}
diff --git a/src/webportal/src/app/job-submission/components/data/add-hdfs.jsx b/src/webportal/src/app/job-submission/components/data/add-hdfs.jsx
index b31ce45d..23c79c3c 100644
--- a/src/webportal/src/app/job-submission/components/data/add-hdfs.jsx
+++ b/src/webportal/src/app/job-submission/components/data/add-hdfs.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useState, useEffect } from 'react';
 import { cloneDeep, isNil } from 'lodash';
 import {
@@ -6,7 +9,7 @@ import {
   Stack,
   IconButton,
   Label,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 
 import { STORAGE_PREFIX, ERROR_MARGIN } from '../../utils/constants';
@@ -37,12 +40,18 @@ export const AddHDFS = ({
       setIsHdfsEnabled(false);
       setHdfsPathErrorMessage('LTP HDFS is not available');
     } else {
-      hdfsClient.checkAccess().then(isAccessiable => {
-        setIsHdfsEnabled(isAccessiable);
-        if (!isAccessiable) {
-          setHdfsPathErrorMessage('LTP HDFS is not available');
-        }
-      });
+      hdfsClient.checkAccess()
+        .then(isAccessiable => {
+          setIsHdfsEnabled(isAccessiable);
+          if (!isAccessiable) {
+            setHdfsPathErrorMessage('LTP HDFS is not available');
+          }
+        })
+        .catch(err => {
+          console.error('Failed to check HDFS access:', err);
+          setIsHdfsEnabled(false);
+          setHdfsPathErrorMessage('Failed to check HDFS availability');
+        });
     }
   }, []);
 
@@ -63,7 +72,7 @@ export const AddHDFS = ({
   };
 
   return (
-    <Stack horizontal horizontalAlign='space-between' gap='s'>
+    <Stack horizontal horizontalAlign='space-between' tokens={{ childrenGap: 's' }}>
       <Stack.Item align='baseline'>
         <Label reqired className={FontClassNames.medium}>
           Container path
diff --git a/src/webportal/src/app/job-submission/components/data/add-http.jsx b/src/webportal/src/app/job-submission/components/data/add-http.jsx
index ea778faf..4ce4778f 100644
--- a/src/webportal/src/app/job-submission/components/data/add-http.jsx
+++ b/src/webportal/src/app/job-submission/components/data/add-http.jsx
@@ -1,5 +1,8 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useState } from 'react';
-import { IconButton, Stack, TextField } from 'office-ui-fabric-react';
+import { IconButton, Stack, TextField } from '@fluentui/react';
 import { cloneDeep } from 'lodash';
 import PropTypes from 'prop-types';
 
@@ -26,7 +29,7 @@ export const AddHttp = props => {
   };
 
   return (
-    <Stack horizontal horizontalAlign='space-between' gap='m'>
+    <Stack horizontal horizontalAlign='space-between' tokens={{ childrenGap: 'm' }}>
       <Stack.Item align='baseline'>
         <TextField
           required
diff --git a/src/webportal/src/app/job-submission/components/data/add-local.jsx b/src/webportal/src/app/job-submission/components/data/add-local.jsx
index 4c18058c..16efd85e 100644
--- a/src/webportal/src/app/job-submission/components/data/add-local.jsx
+++ b/src/webportal/src/app/job-submission/components/data/add-local.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useState, useEffect } from 'react';
 import {
   DefaultButton,
@@ -7,7 +10,7 @@ import {
   Label,
   FontClassNames,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { cloneDeep } from 'lodash';
 import PropTypes from 'prop-types';
 
@@ -37,11 +40,16 @@ export const AddLocal = ({
     if (!hdfsClient) {
       setHDFSErrorMessage('Cannot upload to LTP right now');
     } else {
-      hdfsClient.checkAccess().then(isAccessiable => {
-        if (!isAccessiable) {
-          setHDFSErrorMessage('Cannot upload to LTP right now');
-        }
-      });
+      hdfsClient.checkAccess()
+        .then(isAccessiable => {
+          if (!isAccessiable) {
+            setHDFSErrorMessage('Cannot upload to LTP right now');
+          }
+        })
+        .catch(err => {
+          console.error('Failed to check HDFS access:', err);
+          setHDFSErrorMessage('Failed to check upload availability');
+        });
     }
   }, []);
 
@@ -81,7 +89,7 @@ export const AddLocal = ({
     setDataType('none');
   };
   return (
-    <Stack horizontal horizontalAlign='space-between' gap='m'>
+    <Stack horizontal horizontalAlign='space-between' tokens={{ childrenGap: 'm' }}>
       <Stack.Item align='baseline'>
         <Label required className={FontClassNames.medium}>
           Container path
diff --git a/src/webportal/src/app/job-submission/components/data/custom-mount-list.jsx b/src/webportal/src/app/job-submission/components/data/custom-mount-list.jsx
index 34cc3c8a..74266061 100644
--- a/src/webportal/src/app/job-submission/components/data/custom-mount-list.jsx
+++ b/src/webportal/src/app/job-submission/components/data/custom-mount-list.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, {
   useCallback,
   useState,
@@ -13,7 +16,7 @@ import {
   IconButton,
   FontClassNames,
   TextField,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { cloneDeep } from 'lodash';
 import PropTypes from 'prop-types';
 
@@ -69,7 +72,7 @@ const checkErrorMessage = async (
 
 export const MountList = ({ dataList, setDataList, setDataError }) => {
   // workaround for fabric's bug
-  // https://github.com/OfficeDev/office-ui-fabric-react/issues/5280#issuecomment-489619108
+  // https://github.com/OfficeDev/@fluentui/react/issues/5280#issuecomment-489619108
   useLayoutEffect(() => {
     dispatchResizeEvent();
   });
diff --git a/src/webportal/src/app/job-submission/components/data/custom-storage.jsx b/src/webportal/src/app/job-submission/components/data/custom-storage.jsx
index 6a5a4284..631bba7f 100644
--- a/src/webportal/src/app/job-submission/components/data/custom-storage.jsx
+++ b/src/webportal/src/app/job-submission/components/data/custom-storage.jsx
@@ -1,6 +1,9 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React from 'react';
 import PropTypes from 'prop-types';
-import { FontClassNames, FontWeights, getTheme } from 'office-ui-fabric-react';
+import { FontClassNames, FontWeights, getTheme } from '@fluentui/react';
 import c from 'classnames';
 
 import { AddDataSource } from './add-data-source';
diff --git a/src/webportal/src/app/job-submission/components/data/data-component.jsx b/src/webportal/src/app/job-submission/components/data/data-component.jsx
index ae213cb9..478b72c0 100644
--- a/src/webportal/src/app/job-submission/components/data/data-component.jsx
+++ b/src/webportal/src/app/job-submission/components/data/data-component.jsx
@@ -1,9 +1,8 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useCallback, useEffect, useState } from 'react';
 import PropTypes from 'prop-types';
-import { Stack } from 'office-ui-fabric-react';
+import { Stack } from '@fluentui/react';
 import { isEmpty, get, isEqual } from 'lodash';
 
 import { TeamStorage } from './team-storage';
@@ -145,31 +144,34 @@ export const DataComponent = React.memo(props => {
     );
 
     setJobData(jobData => {
-      const updatedJobData = new JobData(
+      return new JobData(
         jobData.hdfsClient,
         jobData.customDataList,
         mountDirectories,
         true,
       );
-      onChange(updatedJobData);
-      return updatedJobData;
     });
-  }, [extras, teamStorageConfig, onChange]);
+  }, [extras, teamStorageConfig, props.jobName]);
+
+  // Separate effect to notify parent of jobData changes
+  useEffect(() => {
+    if (jobData) {
+      onChange(jobData);
+    }
+  }, [jobData, onChange]);
 
   const onDataListChange = useCallback(
     dataList => {
       setJobData(jobData => {
-        const updatedJobData = new JobData(
+        return new JobData(
           jobData.hdfsClient,
           dataList,
           jobData.mountDirs,
           true,
         );
-        onChange(updatedJobData);
-        return updatedJobData;
       });
     },
-    [onChange],
+    [],
   );
 
   const onMountDirChange = useCallback(
@@ -202,7 +204,7 @@ export const DataComponent = React.memo(props => {
           dataError.customContainerPathError || dataError.customDataSourceError
         }
       >
-        <Stack gap='m'>
+        <Stack tokens={{ childrenGap: 'm' }}>
           <Hint>
             The data configured here will be mounted or copied into job
             container. You could use them with <code>{'Container Path'}</code>{' '}
diff --git a/src/webportal/src/app/job-submission/components/data/mount-tree-view.jsx b/src/webportal/src/app/job-submission/components/data/mount-tree-view.jsx
index 68f03e1c..09b324ea 100644
--- a/src/webportal/src/app/job-submission/components/data/mount-tree-view.jsx
+++ b/src/webportal/src/app/job-submission/components/data/mount-tree-view.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useState, useEffect } from 'react';
 import c from 'classnames';
 import {
@@ -7,7 +10,7 @@ import {
   Stack,
   getTheme,
   Label,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 
 import { TrieNode, MountPathTrie } from '../../models/data/mount-trie';
@@ -64,7 +67,7 @@ const TreeNode = ({ label, isVisible, subpaths }) => {
     <div>
       {isVisible && (
         <div>
-          <Stack horizontal gap='s2'>
+          <Stack horizontal tokens={{ childrenGap: 's2' }}>
             {nodeType === 'folder' && (
               <div>
                 {childrenVisualState ? (
diff --git a/src/webportal/src/app/job-submission/components/data/team-detail.jsx b/src/webportal/src/app/job-submission/components/data/team-detail.jsx
index b964054b..83aaff7a 100644
--- a/src/webportal/src/app/job-submission/components/data/team-detail.jsx
+++ b/src/webportal/src/app/job-submission/components/data/team-detail.jsx
@@ -15,7 +15,7 @@ import {
   Text,
   Stack,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import styled from 'styled-components';
 import PropTypes from 'prop-types';
 import c from 'classnames';
@@ -155,10 +155,10 @@ export default function TeamDetail({ isOpen = false, config, hide }) {
         styles: { main: { maxWidth: 900 } },
       }}
     >
-      <Stack gap='s1'>
+      <Stack tokens={{ childrenGap: 's1' }}>
         <Text variant='large'>Upload</Text>
         {config.type === 'nfs' && (
-          <Stack gap='s2' styles={{ root: { marginLeft: `${spacing.m}` } }}>
+          <Stack styles={{ root: { marginLeft: `${spacing.m}` } }} tokens={{ childrenGap: 's2' }}>
             <Text>
               It is recommended to use an ubuntu host to upload data to nfs.
             </Text>
@@ -201,9 +201,9 @@ export default function TeamDetail({ isOpen = false, config, hide }) {
           </div>
         )}
         {config.type === 'nfs' && (
-          <Stack gap='s1'>
+          <Stack tokens={{ childrenGap: 's1' }}>
             <Text variant='large'>Download</Text>
-            <Stack gap='s2' styles={{ root: { marginLeft: `${spacing.m}` } }}>
+            <Stack styles={{ root: { marginLeft: `${spacing.m}` } }} tokens={{ childrenGap: 's2' }}>
               <CommandWrapper>
                 <Text block>$ sudo mkdir -p /mnt/nfsData</Text>
                 <Text block>
diff --git a/src/webportal/src/app/job-submission/components/data/team-mount-list.jsx b/src/webportal/src/app/job-submission/components/data/team-mount-list.jsx
index 4f516bf6..b75a229b 100644
--- a/src/webportal/src/app/job-submission/components/data/team-mount-list.jsx
+++ b/src/webportal/src/app/job-submission/components/data/team-mount-list.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useLayoutEffect } from 'react';
 import c from 'classnames';
 import {
@@ -5,7 +8,7 @@ import {
   SelectionMode,
   FontClassNames,
   DetailsListLayoutMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 
 import { dispatchResizeEvent } from '../../utils/utils';
@@ -14,7 +17,7 @@ import { InputData } from '../../models/data/input-data';
 
 export const TeamMountList = ({ dataList }) => {
   // workaround for fabric's bug
-  // https://github.com/OfficeDev/office-ui-fabric-react/issues/5280#issuecomment-489619108
+  // https://github.com/OfficeDev/@fluentui/react/issues/5280#issuecomment-489619108
   useLayoutEffect(() => {
     dispatchResizeEvent();
   });
diff --git a/src/webportal/src/app/job-submission/components/data/team-storage.jsx b/src/webportal/src/app/job-submission/components/data/team-storage.jsx
index cf69806a..650d70fc 100644
--- a/src/webportal/src/app/job-submission/components/data/team-storage.jsx
+++ b/src/webportal/src/app/job-submission/components/data/team-storage.jsx
@@ -14,7 +14,7 @@ import {
   getTheme,
   DetailsListLayoutMode,
   Text,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { TooltipIcon } from '../controls/tooltip-icon';
 
 import c from 'classnames';
@@ -35,7 +35,7 @@ export const TeamStorage = ({
   onMountDirChange,
 }) => {
   // workaround for fabric's bug
-  // https://github.com/OfficeDev/office-ui-fabric-react/issues/5280#issuecomment-489619108
+  // https://github.com/OfficeDev/@fluentui/react/issues/5280#issuecomment-489619108
   useLayoutEffect(() => {
     dispatchResizeEvent();
   });
diff --git a/src/webportal/src/app/job-submission/components/docker-section.jsx b/src/webportal/src/app/job-submission/components/docker-section.jsx
index bfd28722..b51d75b0 100644
--- a/src/webportal/src/app/job-submission/components/docker-section.jsx
+++ b/src/webportal/src/app/job-submission/components/docker-section.jsx
@@ -34,7 +34,7 @@ import {
   Dropdown,
   Toggle,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { DockerInfo } from '../models/docker-info';
 import { BasicSection } from './basic-section';
@@ -51,7 +51,7 @@ const dockerSectionStyle = getDockerSectionStyle();
 const AuthTextFiled = props => {
   const { label, value, componentRef, type } = props;
   return (
-    <Stack horizontal gap='s1'>
+    <Stack horizontal tokens={{ childrenGap: 's1' }}>
       <StackItem styles={{ root: [t.w30] }}>
         <Label>{label}</Label>
       </StackItem>
@@ -173,9 +173,9 @@ export const DockerSection = ({ sectionTooltip, onValueChange, value }) => {
         verticalAlign='center'
         styles={{ root: dockerSectionStyle.auth.outerForm }}
       >
-        <Stack gap='l1' styles={{ root: dockerSectionStyle.auth.innerForm }}>
+        <Stack styles={{ root: dockerSectionStyle.auth.innerForm }} tokens={{ childrenGap: 'l1' }}>
           <span>Auth</span>
-          <Stack gap='m'>
+          <Stack tokens={{ childrenGap: 'm' }}>
             <AuthTextFiled
               value={auth.username}
               label='username'
@@ -194,7 +194,7 @@ export const DockerSection = ({ sectionTooltip, onValueChange, value }) => {
             />
           </Stack>
           <Stack>
-            <Stack horizontal gap='m' horizontalAlign='center'>
+            <Stack horizontal horizontalAlign='center' tokens={{ childrenGap: 'm' }}>
               <PrimaryButton onClick={_onAuthSubmit}>Submit</PrimaryButton>
               <DefaultButton onClick={() => setShowAuth(false)}>
                 Cancel
@@ -208,7 +208,7 @@ export const DockerSection = ({ sectionTooltip, onValueChange, value }) => {
 
   return (
     <BasicSection sectionLabel='Docker image' sectionTooltip={sectionTooltip}>
-      <Stack horizontal gap='l1'>
+      <Stack horizontal tokens={{ childrenGap: 'l1' }}>
         <FormShortSection>
           <Dropdown
             placeholder='Select a docker image'
@@ -231,7 +231,7 @@ export const DockerSection = ({ sectionTooltip, onValueChange, value }) => {
         </Stack>
       </Stack>
       {isUseCustomizedDocker && (
-        <Stack horizontal gap='l1'>
+        <Stack horizontal tokens={{ childrenGap: 'l1' }}>
           <FormShortSection>
             <TextField
               placeholder='Enter docker uri...'
diff --git a/src/webportal/src/app/job-submission/components/form-page.jsx b/src/webportal/src/app/job-submission/components/form-page.jsx
index ba335bb1..7b6fa0c9 100644
--- a/src/webportal/src/app/job-submission/components/form-page.jsx
+++ b/src/webportal/src/app/job-submission/components/form-page.jsx
@@ -24,7 +24,7 @@
  */
 
 import React from 'react';
-import { Stack } from 'office-ui-fabric-react';
+import { Stack } from '@fluentui/react';
 import { getFormPageSytle } from './form-style';
 import PropTypes from 'prop-types';
 
@@ -32,7 +32,7 @@ const { formPageStyle } = getFormPageSytle();
 
 export const FormPage = props => {
   return (
-    <Stack styles={formPageStyle} gap={'l1'}>
+    <Stack styles={formPageStyle} tokens={{ childrenGap: 'l1' }}>
       {props.children}
     </Stack>
   );
@@ -40,7 +40,7 @@ export const FormPage = props => {
 
 export const FormSection = props => {
   return (
-    <Stack horizontal gap={'m'}>
+    <Stack horizontal tokens={{ childrenGap: 'm' }}>
       {props.children}
     </Stack>
   );
diff --git a/src/webportal/src/app/job-submission/components/form-style.js b/src/webportal/src/app/job-submission/components/form-style.js
index 9f606487..c28f7d19 100644
--- a/src/webportal/src/app/job-submission/components/form-style.js
+++ b/src/webportal/src/app/job-submission/components/form-style.js
@@ -29,7 +29,7 @@ import {
   getTheme,
   IconFontSizes,
   mergeStyleSets,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 const { spacing, palette } = getTheme();
 
diff --git a/src/webportal/src/app/job-submission/components/hived-sku-section.jsx b/src/webportal/src/app/job-submission/components/hived-sku-section.jsx
index f3be7ca7..b1dbc027 100644
--- a/src/webportal/src/app/job-submission/components/hived-sku-section.jsx
+++ b/src/webportal/src/app/job-submission/components/hived-sku-section.jsx
@@ -1,9 +1,9 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
 
-import React, { useCallback, useContext, useMemo } from 'react';
+import React, { useCallback, useContext, useMemo, useEffect } from 'react';
 import { get, isEmpty } from 'lodash';
-import { Dropdown, Stack } from 'office-ui-fabric-react';
+import { Dropdown, Stack } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { BasicSection } from './basic-section';
 import { CSpinButton } from './customized-components';
@@ -32,23 +32,6 @@ export const HivedSkuSection = React.memo(props => {
     [hivedSkuTypes],
   );
 
-  const _setSku = () => {
-    if (value.skuType != null) {
-      const selected = skuOptions.find(option => option.key === value.skuType);
-      if (selected == null) {
-        onChange({ ...value, skuType: null, sku: null });
-      } else if (value.sku == null) {
-        onChange({ ...value, sku: get(selected, 'sku', null) });
-      }
-    } else if (!isEmpty(skuOptions)) {
-      onChange({
-        ...value,
-        skuType: skuOptions[0].key,
-        sku: skuOptions[0].sku,
-      });
-    }
-  };
-
   const _onSkuNumChange = useCallback(
     num => {
       onChange({
@@ -56,7 +39,7 @@ export const HivedSkuSection = React.memo(props => {
         skuNum: num,
       });
     },
-    [onChange],
+    [onChange, value],
   );
 
   const _onSkuTypeChange = useCallback(
@@ -67,16 +50,34 @@ export const HivedSkuSection = React.memo(props => {
         sku: item.sku,
       });
     },
-    [onChange],
+    [onChange, value],
   );
 
-  _setSku();
+  // Use useEffect to handle SKU initialization and updates
+  // This prevents setState during render
+  useEffect(() => {
+    if (value.skuType != null) {
+      const selected = skuOptions.find(option => option.key === value.skuType);
+      if (selected == null) {
+        onChange({ ...value, skuType: null, sku: null });
+      } else if (value.sku == null) {
+        onChange({ ...value, sku: get(selected, 'sku', null) });
+      }
+    } else if (!isEmpty(skuOptions)) {
+      onChange({
+        ...value,
+        skuType: skuOptions[0].key,
+        sku: skuOptions[0].sku,
+      });
+    }
+  }, [value.skuType, value.sku, skuOptions, onChange, value]);
+
   return (
     <BasicSection
       sectionLabel='Resources SKU'
       sectionTooltip={PROTOCOL_TOOLTIPS.hivedSkuType}
     >
-      <FormShortSection gap='m'>
+      <FormShortSection tokens={{ childrenGap: 'm' }}>
         <Stack horizontal verticalAlign='baseline'>
           <div style={{ width: '20%' }}>SKU count</div>
           <Stack.Item grow>
diff --git a/src/webportal/src/app/job-submission/components/job-information.jsx b/src/webportal/src/app/job-submission/components/job-information.jsx
index be5fd64c..54ae7984 100644
--- a/src/webportal/src/app/job-submission/components/job-information.jsx
+++ b/src/webportal/src/app/job-submission/components/job-information.jsx
@@ -29,6 +29,7 @@ import { FormTextField } from './form-text-field';
 import { FormPage } from './form-page';
 import { FormSpinButton } from './form-spin-button';
 import { VirtualCluster } from './virtual-cluster';
+import { JobType } from './job-type';
 import Card from '../../components/card';
 import { JobBasicInfo } from '../models/job-basic-info';
 import { PROTOCOL_TOOLTIPS } from '../utils/constants';
@@ -37,7 +38,7 @@ const JOB_NAME_REGX = /^[A-Za-z0-9\-._~]+$/;
 
 export const JobInformation = React.memo(
   ({ jobInformation, onChange, advanceFlag }) => {
-    const { name, virtualCluster, jobRetryCount } = jobInformation;
+    const { name, virtualCluster, jobRetryCount, jobType } = jobInformation;
 
     const onChangeProp = useCallback(
       (type, value) => {
@@ -59,6 +60,11 @@ export const JobInformation = React.memo(
       [onChangeProp],
     );
 
+    const onJobTypeChange = useCallback(
+      jobType => onChangeProp('jobType', jobType),
+      [onChangeProp],
+    );
+
     const onRetryCountChange = useCallback(
       val => onChangeProp('jobRetryCount', val),
       [onChangeProp],
@@ -89,6 +95,10 @@ export const JobInformation = React.memo(
               onChange={onRetryCountChange}
             />
           )}
+          <JobType
+            onChange={onJobTypeChange}
+            jobType={jobType}
+          />
         </FormPage>
       </Card>
     );
diff --git a/src/webportal/src/app/job-submission/components/job-type.jsx b/src/webportal/src/app/job-submission/components/job-type.jsx
new file mode 100644
index 00000000..90ec0082
--- /dev/null
+++ b/src/webportal/src/app/job-submission/components/job-type.jsx
@@ -0,0 +1,51 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import React, { useMemo, useCallback } from 'react';
+import { BasicSection } from './basic-section';
+import { Dropdown } from '@fluentui/react';
+import { FormShortSection } from './form-page';
+import PropTypes from 'prop-types';
+
+export const JobType = React.memo(props => {
+  const { onChange, jobType } = props;
+  const jobTypes = ['others', 'training', 'inference'];
+
+  const options = useMemo(
+    () =>
+      jobTypes.map((jobType, index) => {
+        return {
+          key: `jobType_${index}`,
+          text: jobType,
+        };
+      }),
+  );
+
+  const _onChange = useCallback(
+    (_, item) => {
+      if (onChange !== undefined) {
+        onChange(item.text);
+      }
+    },
+    [onChange],
+  );
+
+  const jobTypeIndex = options.findIndex(value => value.text === jobType);
+  return (
+    <BasicSection sectionLabel={'Job type'}>
+      <FormShortSection>
+        <Dropdown
+          placeholder='Select an option'
+          options={options}
+          onChange={_onChange}
+          selectedKey={jobTypeIndex === -1 ? "jobType_0" : `jobType_${jobTypeIndex}`}
+        />
+      </FormShortSection>
+    </BasicSection>
+  );
+});
+
+JobType.propTypes = {
+  onChange: PropTypes.func,
+  jobType: PropTypes.string,
+};
diff --git a/src/webportal/src/app/job-submission/components/monaco-text-field.jsx b/src/webportal/src/app/job-submission/components/monaco-text-field.jsx
index c3ee7830..23db3d73 100644
--- a/src/webportal/src/app/job-submission/components/monaco-text-field.jsx
+++ b/src/webportal/src/app/job-submission/components/monaco-text-field.jsx
@@ -30,7 +30,7 @@ import {
   DelayedRender,
   AnimationClassNames,
   FontSizes,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import MonacoEditor from '../../components/monaco-editor';
 import { isEmpty, isNil, debounce } from 'lodash';
diff --git a/src/webportal/src/app/job-submission/components/sidebar/env-var.jsx b/src/webportal/src/app/job-submission/components/sidebar/env-var.jsx
index 740b118c..975ac034 100644
--- a/src/webportal/src/app/job-submission/components/sidebar/env-var.jsx
+++ b/src/webportal/src/app/job-submission/components/sidebar/env-var.jsx
@@ -30,7 +30,7 @@ import {
   Stack,
   DetailsListLayoutMode,
   SelectionMode,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { Hint } from './hint';
 import { SidebarCard } from './sidebar-card';
@@ -59,7 +59,7 @@ export const EnvVar = React.memo(({ selected, onSelect }) => (
     selected={selected}
     onSelect={onSelect}
   >
-    <Stack gap='m'>
+    <Stack tokens={{ childrenGap: 'm' }}>
       <Hint>
         You could reference these LTP Environment Variables in command by{' '}
         <code>{'$envKey'}</code>
diff --git a/src/webportal/src/app/job-submission/components/sidebar/errormessage.jsx b/src/webportal/src/app/job-submission/components/sidebar/errormessage.jsx
index 9180925e..c6a83ed8 100644
--- a/src/webportal/src/app/job-submission/components/sidebar/errormessage.jsx
+++ b/src/webportal/src/app/job-submission/components/sidebar/errormessage.jsx
@@ -24,7 +24,7 @@
  */
 
 import styled from 'styled-components';
-import { getTheme, FontSizes } from '@uifabric/styling';
+import { getTheme, FontSizes } from '@fluentui/react/lib/Styling';
 
 const { palette } = getTheme();
 
diff --git a/src/webportal/src/app/job-submission/components/sidebar/hint.jsx b/src/webportal/src/app/job-submission/components/sidebar/hint.jsx
index 5897790a..8929f164 100644
--- a/src/webportal/src/app/job-submission/components/sidebar/hint.jsx
+++ b/src/webportal/src/app/job-submission/components/sidebar/hint.jsx
@@ -24,7 +24,7 @@
  */
 
 import styled from 'styled-components';
-import { getTheme, FontSizes } from '@uifabric/styling';
+import { getTheme, FontSizes } from '@fluentui/react/lib/Styling';
 
 const { palette } = getTheme();
 
diff --git a/src/webportal/src/app/job-submission/components/sidebar/parameters.jsx b/src/webportal/src/app/job-submission/components/sidebar/parameters.jsx
index e0ff0f53..5c404a41 100644
--- a/src/webportal/src/app/job-submission/components/sidebar/parameters.jsx
+++ b/src/webportal/src/app/job-submission/components/sidebar/parameters.jsx
@@ -30,7 +30,7 @@ import React, {
   useMemo,
   useState,
 } from 'react';
-import { Stack } from 'office-ui-fabric-react';
+import { Stack } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import Context from '../context';
 import { Hint } from './hint';
@@ -79,7 +79,7 @@ export const Parameters = React.memo(
         onSelect={onSelect}
         error={hasError}
       >
-        <Stack gap='m'>
+        <Stack tokens={{ childrenGap: 'm' }}>
           <Hint>
             You could reference these parameters in command by{' '}
             <code>{'<% $parameters.paramKey %>'}</code>.
diff --git a/src/webportal/src/app/job-submission/components/sidebar/secrets.jsx b/src/webportal/src/app/job-submission/components/sidebar/secrets.jsx
index acd2219a..8244392f 100644
--- a/src/webportal/src/app/job-submission/components/sidebar/secrets.jsx
+++ b/src/webportal/src/app/job-submission/components/sidebar/secrets.jsx
@@ -30,7 +30,7 @@ import React, {
   useMemo,
   useState,
 } from 'react';
-import { Stack } from 'office-ui-fabric-react';
+import { Stack } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import Context from '../context';
 import { SidebarCard } from './sidebar-card';
@@ -79,7 +79,7 @@ export const Secrets = React.memo(
         onSelect={onSelect}
         error={hasError}
       >
-        <Stack gap='m'>
+        <Stack tokens={{ childrenGap: 'm' }}>
           <Hint>
             Secret is a special type of parameter which will be masked after
             submission. You could reference these secrets in command by{' '}
diff --git a/src/webportal/src/app/job-submission/components/sidebar/sidebar-card.jsx b/src/webportal/src/app/job-submission/components/sidebar/sidebar-card.jsx
index 38d2dcff..d854e845 100644
--- a/src/webportal/src/app/job-submission/components/sidebar/sidebar-card.jsx
+++ b/src/webportal/src/app/job-submission/components/sidebar/sidebar-card.jsx
@@ -32,7 +32,7 @@ import {
   FontWeights,
   getTheme,
   StackItem,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import Card from '../../../components/card';
 import { TooltipIcon } from '../controls/tooltip-icon';
@@ -73,9 +73,9 @@ export const SidebarCard = ({
         border: error && !selected ? `1px solid ${palette.red}` : null,
       }}
     >
-      <Stack gap='m' styles={{ root: { height: '100%' } }}>
+      <Stack styles={{ root: { height: '100%' } }} tokens={{ childrenGap: 'm' }}>
         <StackItem disableShrink>
-          <Stack horizontal gap='s1'>
+          <Stack horizontal tokens={{ childrenGap: 's1' }}>
             <ActionButton
               iconProps={{ iconName: selected ? 'ChevronUp' : 'ChevronDown' }}
               styles={style.actionButton}
diff --git a/src/webportal/src/app/job-submission/components/submission-section.jsx b/src/webportal/src/app/job-submission/components/submission-section.jsx
index e01a084b..ab2d37b0 100644
--- a/src/webportal/src/app/job-submission/components/submission-section.jsx
+++ b/src/webportal/src/app/job-submission/components/submission-section.jsx
@@ -22,10 +22,10 @@
  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  * SOFTWARE.
  */
-
 import PropTypes from 'prop-types';
 import { isNil, debounce, isEqual, isEmpty, cloneDeep } from 'lodash';
 import React, { useState, useRef, useEffect, useContext } from 'react';
+import { useNavigate } from 'react-router-dom';
 import {
   Stack,
   DefaultButton,
@@ -38,7 +38,7 @@ import {
   Dialog,
   DialogFooter,
   TextField,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import { JobProtocol } from '../models/job-protocol';
 import { JobBasicInfo } from '../models/job-basic-info';
@@ -75,9 +75,9 @@ export const SubmissionSection = props => {
     jobData,
     jobProtocol,
     setJobProtocol,
-    history,
     isSingle,
   } = props;
+  const navigate = useNavigate();
   const [isEditorOpen, setEditorOpen] = useState(false);
 
   const [protocolYaml, setProtocolYaml] = useState('');
@@ -241,13 +241,13 @@ export const SubmissionSection = props => {
           text='Back'
           disabled={params.has('op') && params.get('op') === 'resubmit'}
           onClick={() => {
-            history.push('/');
+            navigate('/');
           }}
         />
-        <Stack horizontal gap='l1'>
+        <Stack horizontal tokens={{ childrenGap: 'l1' }}>
           <FormShortSection>
             <Stack horizontal horizontalAlign='space-between'>
-              <Stack horizontal gap='s1'>
+              <Stack horizontal tokens={{ childrenGap: 's1' }}>
                 <PrimaryButton
                   onClick={_submitJob}
                   disabled={!isEmpty(errorMessages)}
@@ -266,7 +266,7 @@ export const SubmissionSection = props => {
               </Stack>
             </Stack>
           </FormShortSection>
-          <Stack horizontal verticalAlign='center' gap='s1'>
+          <Stack horizontal verticalAlign='center' tokens={{ childrenGap: 's1' }}>
             <div>Advanced</div>
             <Toggle
               styles={{ root: { margin: 0 } }}
@@ -383,6 +383,5 @@ SubmissionSection.propTypes = {
   jobData: PropTypes.object,
   jobProtocol: PropTypes.object,
   setJobProtocol: PropTypes.func,
-  history: PropTypes.object,
   isSingle: PropTypes.bool,
 };
diff --git a/src/webportal/src/app/job-submission/components/tab-form.jsx b/src/webportal/src/app/job-submission/components/tab-form.jsx
index 9b449160..46a29419 100644
--- a/src/webportal/src/app/job-submission/components/tab-form.jsx
+++ b/src/webportal/src/app/job-submission/components/tab-form.jsx
@@ -35,7 +35,7 @@ import {
   Stack,
   getTheme,
   StackItem,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { getFormClassNames, getTabFromStyle } from './form-style';
 import { TabFormContent } from './tab-form-content';
 import Card from '../../components/card';
@@ -242,10 +242,7 @@ export class TabForm extends React.Component {
           </StackItem>
         )}
         <Card style={{ padding: 0, minHeight: 0, display: 'flex' }}>
-          <Stack
-            padding='l2 l1 0'
-            styles={{ root: { overflowY: 'auto', width: '100%' } }}
-          >
+          <Stack styles={{ root: { overflowY: 'auto', width: '100%' } }} tokens={{ padding: 'l2 l1 0' }}>
             <div style={{ paddingBottom: spacing.l1 }}>
               {!isNil(selectedIndex) && (
                 <TabFormContent
diff --git a/src/webportal/src/app/job-submission/components/task-role/completion-policy.jsx b/src/webportal/src/app/job-submission/components/task-role/completion-policy.jsx
index d2ed6bcd..0060205e 100644
--- a/src/webportal/src/app/job-submission/components/task-role/completion-policy.jsx
+++ b/src/webportal/src/app/job-submission/components/task-role/completion-policy.jsx
@@ -24,7 +24,7 @@
  */
 
 import React from 'react';
-import { Stack } from 'office-ui-fabric-react';
+import { Stack } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { BasicSection } from '../basic-section';
 import { CSpinButton } from '../customized-components';
@@ -49,8 +49,8 @@ export const CompletionPolicy = React.memo(({ onChange, value }) => {
       sectionTooltip={PROTOCOL_TOOLTIPS.policy}
       sectionOptional
     >
-      <FormShortSection gap='m'>
-        <Stack horizontal gap='s1'>
+      <FormShortSection tokens={{ childrenGap: 'm' }}>
+        <Stack horizontal tokens={{ childrenGap: 's1' }}>
           <CSpinButton
             label={'Min Failed Instances'}
             value={minFailedInstances}
diff --git a/src/webportal/src/app/job-submission/components/task-role/ports-list.jsx b/src/webportal/src/app/job-submission/components/task-role/ports-list.jsx
index 0360540e..739e0ecc 100644
--- a/src/webportal/src/app/job-submission/components/task-role/ports-list.jsx
+++ b/src/webportal/src/app/job-submission/components/task-role/ports-list.jsx
@@ -42,7 +42,7 @@ import {
   DefaultButton,
   SpinButton,
   FontClassNames,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { BasicSection } from '../basic-section';
 import { FormShortSection } from '../form-page';
 
@@ -142,7 +142,7 @@ export const PortsList = React.memo(({ onChange, ports }) => {
             height: '100%',
           }}
         >
-          <Stack horizontal gap='s1'>
+          <Stack horizontal tokens={{ childrenGap: 's1' }}>
             <IconButton
               iconProps={{ iconName: 'Edit' }}
               onClick={() => onEdit(idx)}
@@ -162,7 +162,7 @@ export const PortsList = React.memo(({ onChange, ports }) => {
   return (
     <BasicSection sectionLabel='Ports' sectionOptional>
       <FormShortSection>
-        <Stack gap='m'>
+        <Stack tokens={{ childrenGap: 'm' }}>
           <div>
             <DetailsList
               items={ports}
@@ -193,7 +193,7 @@ export const PortsList = React.memo(({ onChange, ports }) => {
               }}
               minWidth={400}
             >
-              <Stack gap='m'>
+              <Stack tokens={{ childrenGap: 'm' }}>
                 <div>
                   <p>The port value will be assigned randomly.</p>
                   <p>
diff --git a/src/webportal/src/app/job-submission/components/task-roles.jsx b/src/webportal/src/app/job-submission/components/task-roles.jsx
index 4cecc002..6c8dbefe 100644
--- a/src/webportal/src/app/job-submission/components/task-roles.jsx
+++ b/src/webportal/src/app/job-submission/components/task-roles.jsx
@@ -1,4 +1,7 @@
-import React, { useContext, useMemo } from 'react';
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
+import React, { useContext, useEffect } from 'react';
 import { TabForm } from './tab-form';
 import { JobTaskRole } from '../models/job-task-role';
 import Context from './context';
@@ -69,7 +72,7 @@ export const TaskRoles = React.memo(
     });
 
     const { setErrorMessage } = useContext(Context);
-    useMemo(() => {
+    useEffect(() => {
       const nameCount = items.reduce((res, item) => {
         if (res[item.headerText] === undefined) {
           res[item.headerText] = 0;
@@ -86,7 +89,7 @@ export const TaskRoles = React.memo(
       } else {
         setErrorMessage('TaskRole', '');
       }
-    }, [taskRoles]);
+    }, [taskRoles, setErrorMessage]);
 
     return (
       <TabForm
diff --git a/src/webportal/src/app/job-submission/components/tools/job-ssh.jsx b/src/webportal/src/app/job-submission/components/tools/job-ssh.jsx
index 68a5b02f..81c51255 100644
--- a/src/webportal/src/app/job-submission/components/tools/job-ssh.jsx
+++ b/src/webportal/src/app/job-submission/components/tools/job-ssh.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useEffect, useState, useCallback } from 'react';
 import PropTypes from 'prop-types';
 
@@ -20,7 +23,7 @@ import {
   Text,
   TextField,
   FontSizes,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 const style = {
   headerText: {
@@ -105,7 +108,7 @@ export const JobSSH = ({ extras, onExtrasChange }) => {
   };
 
   return (
-    <Stack gap='m' styles={{ root: { height: '100%' } }}>
+    <Stack styles={{ root: { height: '100%' } }} tokens={{ childrenGap: 'm' }}>
       <Stack horizontal verticalAlign='baseline'>
         <Text styles={style.headerText}>SSH</Text>
         <TooltipIcon content={PROTOCOL_TOOLTIPS.ssh} />
@@ -117,13 +120,13 @@ export const JobSSH = ({ extras, onExtrasChange }) => {
         onChange={_onUsersshEnable}
       />
       {!isEmpty(sshPlugin.userssh) && (
-        <Stack gap='l1'>
+        <Stack tokens={{ childrenGap: 'l1' }}>
           <Hint>
             Your pre-defined SSH public keys on the{' '}
             <a href='/user-profile.html'>User Profile</a> page will be set
             automatically.
           </Hint>
-          <Stack horizontal gap='l1'>
+          <Stack horizontal tokens={{ childrenGap: 'l1' }}>
             <TextField
               Lable='Add additional SSH public key'
               placeholder='Additional SSH public key'
diff --git a/src/webportal/src/app/job-submission/components/tools/ssh-generator.jsx b/src/webportal/src/app/job-submission/components/tools/ssh-generator.jsx
index cf03ee1e..71697033 100644
--- a/src/webportal/src/app/job-submission/components/tools/ssh-generator.jsx
+++ b/src/webportal/src/app/job-submission/components/tools/ssh-generator.jsx
@@ -27,7 +27,7 @@ import {
   Separator,
   Stack,
   TextField,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import c from 'classnames';
 import t from '../../../components/tachyons.scss';
@@ -117,8 +117,8 @@ export default function SSHGenerator({
 
       <Separator>SSH key pair</Separator>
 
-      <Stack horizontal padding='l1' gap='l1' styles={{ root: { width: 860 } }}>
-        <Stack padding='s1' gap='s1' grow={1}>
+      <Stack horizontal styles={{ root: { width: 860 } }} tokens={{ childrenGap: 'l1', padding: 'l1' }}>
+        <Stack grow={1} tokens={{ childrenGap: 's1', padding: 's1' }}>
           <TextField
             label='Private Key'
             multiline
@@ -136,7 +136,7 @@ export default function SSHGenerator({
             Download Private Key
           </DefaultButton>
         </Stack>
-        <Stack padding='s1' gap='s1' grow={1}>
+        <Stack grow={1} tokens={{ childrenGap: 's1', padding: 's1' }}>
           <TextField
             label='Public Key'
             multiline
@@ -155,13 +155,7 @@ export default function SSHGenerator({
 
       <Separator></Separator>
 
-      <Stack
-        horizontal
-        horizontalAlign='space-evenly'
-        padding='l1'
-        gap='l1'
-        styles={{ root: { width: 860 } }}
-      >
+      <Stack horizontal horizontalAlign='space-evenly' styles={{ root: { width: 860 } }} tokens={{ childrenGap: 'l1', padding: 'l1' }}>
         <Stack.Item align='end'>
           {!downloadedPriKey && (
             <Label required={true}>
diff --git a/src/webportal/src/app/job-submission/components/tools/tensorboard.jsx b/src/webportal/src/app/job-submission/components/tools/tensorboard.jsx
index f445b260..48b3e951 100644
--- a/src/webportal/src/app/job-submission/components/tools/tensorboard.jsx
+++ b/src/webportal/src/app/job-submission/components/tools/tensorboard.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useCallback, useMemo } from 'react';
 import PropTypes from 'prop-types';
 import { cloneDeep, isNil, get } from 'lodash';
@@ -14,7 +17,7 @@ import {
   Stack,
   Text,
   FontSizes,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 const style = {
   headerText: {
@@ -68,7 +71,7 @@ export const TensorBoard = props => {
   );
 
   return (
-    <Stack gap='m' styles={{ root: { height: '100%' } }}>
+    <Stack styles={{ root: { height: '100%' } }} tokens={{ childrenGap: 'm' }}>
       <Stack horizontal verticalAlign='baseline'>
         <Text styles={style.headerText}>TensorBoard</Text>
         <TooltipIcon content={PROTOCOL_TOOLTIPS.tensorboard} />
diff --git a/src/webportal/src/app/job-submission/components/tools/tool-component.jsx b/src/webportal/src/app/job-submission/components/tools/tool-component.jsx
index 57b0d125..efcac567 100644
--- a/src/webportal/src/app/job-submission/components/tools/tool-component.jsx
+++ b/src/webportal/src/app/job-submission/components/tools/tool-component.jsx
@@ -24,7 +24,7 @@
  */
 
 import React from 'react';
-import { Stack } from 'office-ui-fabric-react';
+import { Stack } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { SidebarCard } from '../sidebar/sidebar-card';
 import { Hint } from '../sidebar/hint';
@@ -43,7 +43,7 @@ export const ToolComponent = React.memo(
           selected={selected}
           onSelect={onSelect}
         >
-          <Stack gap='m'>
+          <Stack tokens={{ childrenGap: 'm' }}>
             <Hint>
               Tools section is used to configure the tools that are useful for
               jobs.
diff --git a/src/webportal/src/app/job-submission/components/topbar/export-config.jsx b/src/webportal/src/app/job-submission/components/topbar/export-config.jsx
index 11e7ccca..4dcc8714 100644
--- a/src/webportal/src/app/job-submission/components/topbar/export-config.jsx
+++ b/src/webportal/src/app/job-submission/components/topbar/export-config.jsx
@@ -22,9 +22,8 @@
  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  * SOFTWARE.
  */
-
 import React from 'react';
-import { DefaultButton, ColorClassNames } from 'office-ui-fabric-react';
+import { DefaultButton, ColorClassNames } from '@fluentui/react';
 import { cloneDeep } from 'lodash';
 import PropTypes from 'prop-types';
 
diff --git a/src/webportal/src/app/job-submission/components/topbar/import-config.jsx b/src/webportal/src/app/job-submission/components/topbar/import-config.jsx
index 0d14721b..f0130545 100644
--- a/src/webportal/src/app/job-submission/components/topbar/import-config.jsx
+++ b/src/webportal/src/app/job-submission/components/topbar/import-config.jsx
@@ -24,12 +24,13 @@
  */
 
 import React, { useContext } from 'react';
+import { useNavigate } from 'react-router-dom';
 import {
   FontWeights,
   DefaultButton,
   Label,
   ColorClassNames,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { isNil } from 'lodash';
 import PropTypes from 'prop-types';
 
@@ -38,8 +39,9 @@ import Context from '../context';
 import { getJobComponentsFromConfig } from '../../utils/utils';
 
 export const ImportConfig = React.memo(
-  ({ extras, onChange, isSingle, history, setYamlText }) => {
+  ({ extras, onChange, isSingle, setYamlText }) => {
     const { vcNames } = useContext(Context);
+    const navigate = useNavigate();
 
     const _updatedComponent = protocolYaml => {
       const updatedJob = JobProtocol.fromYaml(protocolYaml);
@@ -85,7 +87,7 @@ export const ImportConfig = React.memo(
         try {
           if (isSingle) {
             setYamlText(text);
-            history.push('/general');
+            navigate('/general');
           } else {
             _updatedComponent(text);
           }
@@ -137,6 +139,5 @@ ImportConfig.propTypes = {
   extras: PropTypes.object.isRequired,
   onChange: PropTypes.func,
   isSingle: PropTypes.bool,
-  history: PropTypes.object,
   setYamlText: PropTypes.func,
 };
diff --git a/src/webportal/src/app/job-submission/components/topbar/topbar.jsx b/src/webportal/src/app/job-submission/components/topbar/topbar.jsx
index 78e71cfb..802e129e 100644
--- a/src/webportal/src/app/job-submission/components/topbar/topbar.jsx
+++ b/src/webportal/src/app/job-submission/components/topbar/topbar.jsx
@@ -24,7 +24,7 @@
  */
 
 import React from 'react';
-import { Text, Stack, FontWeights, Link } from 'office-ui-fabric-react';
+import { Text, Stack, FontWeights, Link } from '@fluentui/react';
 import PropTypes from 'prop-types';
 
 import { ExportConfig } from './export-config';
@@ -47,8 +47,8 @@ export const Topbar = React.memo(
       );
     };
     return (
-      <Stack horizontal horizontalAlign='space-between' padding='0 m'>
-        <Stack horizontal gap='m' verticalAlign='baseline'>
+      <Stack horizontal horizontalAlign='space-between' tokens={{ padding: '0 m' }}>
+        <Stack horizontal verticalAlign='baseline' tokens={{ childrenGap: 'm' }}>
           <Text variant='xLarge' styles={{ root: { fontWeight: 'semibold' } }}>
             Job submission
           </Text>
@@ -67,7 +67,7 @@ export const Topbar = React.memo(
             {'Switch to new version'}
           </Link>
         </Stack>
-        <Stack horizontal gap='s1'>
+        <Stack horizontal tokens={{ childrenGap: 's1' }}>
           <ExportConfig jobData={jobData} jobProtocol={jobProtocol} />
           <ImportConfig
             extras={extras}
diff --git a/src/webportal/src/app/job-submission/components/virtual-cluster.jsx b/src/webportal/src/app/job-submission/components/virtual-cluster.jsx
index 52dc5ac0..c96bd6a0 100644
--- a/src/webportal/src/app/job-submission/components/virtual-cluster.jsx
+++ b/src/webportal/src/app/job-submission/components/virtual-cluster.jsx
@@ -1,6 +1,9 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useMemo, useCallback, useContext } from 'react';
 import { BasicSection } from './basic-section';
-import { Dropdown } from 'office-ui-fabric-react';
+import { Dropdown } from '@fluentui/react';
 import { FormShortSection } from './form-page';
 import Context from './context';
 import PropTypes from 'prop-types';
diff --git a/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-export-config.jsx b/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-export-config.jsx
index 25a3b948..1583b680 100644
--- a/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-export-config.jsx
+++ b/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-export-config.jsx
@@ -2,7 +2,7 @@
 // Licensed under the MIT License
 
 import React from 'react';
-import { DefaultButton, ColorClassNames } from 'office-ui-fabric-react';
+import { DefaultButton, ColorClassNames } from '@fluentui/react';
 import yaml from 'js-yaml';
 import PropTypes from 'prop-types';
 
@@ -32,7 +32,7 @@ export const YamlEditExportConfig = React.memo(({ protocolYaml }) => {
     try {
       _exportFile(
         protocolYaml,
-        (yaml.safeLoad(protocolYaml).name || 'job') + '.yaml',
+        (yaml.load(protocolYaml).name || 'job') + '.yaml',
         'text/yaml',
       );
     } catch (err) {
diff --git a/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-import-config.jsx b/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-import-config.jsx
index f09d6cfd..0a607a82 100644
--- a/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-import-config.jsx
+++ b/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-import-config.jsx
@@ -7,7 +7,7 @@ import {
   DefaultButton,
   Label,
   ColorClassNames,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 
 import { JobProtocol } from '../../models/job-protocol';
diff --git a/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-topbar.jsx b/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-topbar.jsx
index db15ef36..163a076e 100644
--- a/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-topbar.jsx
+++ b/src/webportal/src/app/job-submission/components/yamledit-topbar/yamledit-topbar.jsx
@@ -4,22 +4,22 @@
 import React from 'react';
 import PropTypes from 'prop-types';
 
-import { Text, Stack, StackItem } from 'office-ui-fabric-react';
+import { Text, Stack, StackItem } from '@fluentui/react';
 
 import { YamlEditExportConfig } from './yamledit-export-config';
 import { YamlEditImportConfig } from './yamledit-import-config';
 
 export const YamlEditTopBar = ({ protocolYaml, onChange }) => {
   return (
-    <Stack horizontal horizontalAlign='space-between' padding='0 m'>
-      <Stack horizontal gap='m' verticalAlign='baseline'>
+    <Stack horizontal horizontalAlign='space-between' tokens={{ padding: '0 m' }}>
+      <Stack horizontal verticalAlign='baseline' tokens={{ childrenGap: 'm' }}>
         <StackItem>
           <Text variant='xLarge' styles={{ root: { fontWeight: 'semibold' } }}>
             Config Editor
           </Text>
         </StackItem>
       </Stack>
-      <Stack horizontal gap='s1'>
+      <Stack horizontal tokens={{ childrenGap: 's1' }}>
         <YamlEditExportConfig protocolYaml={protocolYaml} />
         <YamlEditImportConfig onChange={onChange} />
       </Stack>
diff --git a/src/webportal/src/app/job-submission/job-submission-page.jsx b/src/webportal/src/app/job-submission/job-submission-page.jsx
index 34a0c685..d3d56fc8 100644
--- a/src/webportal/src/app/job-submission/job-submission-page.jsx
+++ b/src/webportal/src/app/job-submission/job-submission-page.jsx
@@ -1,8 +1,7 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useState, useCallback, useEffect, useMemo } from 'react';
-import { Fabric, Stack, StackItem, Dropdown } from 'office-ui-fabric-react';
+import { Fabric, Stack, StackItem, Dropdown } from '@fluentui/react';
 import { isNil, isEmpty, get, cloneDeep } from 'lodash';
 import PropTypes from 'prop-types';
 
@@ -250,7 +249,7 @@ export const JobSubmissionPage = ({
             break;
           }
         }
-      } catch {} // ignore all exceptions here
+      } catch { } // ignore all exceptions here
       if (!isEmpty(defaultStorageConfig)) {
         const storagePlugin = {
           plugin: STORAGE_PLUGIN,
@@ -322,17 +321,21 @@ export const JobSubmissionPage = ({
 
   // fill template options
   useEffect(() => {
-    fetchMyTemplates(loginUser).then(templates => {
-      const newTemplateOptions = cloneDeep(templateOptions);
-      for (const template of templates) {
-        newTemplateOptions.push({
-          key: template.id,
-          text: template.name,
-          protocol: template.protocol,
-        });
-      }
-      setTemplateOptions(newTemplateOptions);
-    });
+    fetchMyTemplates(loginUser)
+      .then(templates => {
+        const newTemplateOptions = cloneDeep(templateOptions);
+        for (const template of templates) {
+          newTemplateOptions.push({
+            key: template.id,
+            text: template.name,
+            protocol: template.protocol,
+          });
+        }
+        setTemplateOptions(newTemplateOptions);
+      })
+      .catch(err => {
+        console.error('Failed to fetch templates:', err);
+      });
   }, []);
 
   // update component if yamlText is not null
@@ -386,6 +389,33 @@ export const JobSubmissionPage = ({
       .catch(alert);
   }, [jobInformation.virtualCluster]);
 
+  useEffect(() => {
+    if (jobInformation.jobType === 'inference') {
+      const hasApiKey = parameters.find(param => param.key === 'API_KEY');
+      const hasInternalServerIp = parameters.find(param => param.key === 'INTERNAL_SERVER_IP');
+      const hasInternalServerPort = parameters.find(param => param.key === 'INTERNAL_SERVER_PORT');
+      if (!hasApiKey || !hasInternalServerIp || !hasInternalServerPort) {
+        const newParameters = [...parameters];
+        if (!hasInternalServerIp) {
+          // set fixed INTERNAL_SERVER_IP
+          newParameters.push({ key: 'INTERNAL_SERVER_IP', value: '$PAI_HOST_IP_taskrole_0' });
+        }
+        if (!hasInternalServerPort) {
+          // set fixed INTERNAL_SERVER_PORT
+          newParameters.push({ key: 'INTERNAL_SERVER_PORT', value: '$PAI_PORT_LIST_taskrole_0_http' });
+        }
+        if (!hasApiKey) {
+          {
+            // set a random generated api key
+            const randomKey = crypto.randomUUID();
+            newParameters.push({ key: 'API_KEY', value: randomKey });
+          }
+        }
+        setParameters(newParameters);
+      }
+    }
+  }, [jobInformation.jobType]);
+
   const onTemplateChange = useCallback((_, item) => {
     if (item.key === 'No') {
       return;
@@ -426,13 +456,9 @@ export const JobSubmissionPage = ({
   return (
     <Context.Provider value={contextValue}>
       <Fabric style={{ height: '100%', overflowX: 'auto' }}>
-        <Stack
-          styles={{ root: { height: '100%', minWidth: 1000, minHeight: 720 } }}
-          verticalAlign='space-between'
-          gap='m' // form has 4px(s2)'s bottom padding, so the total padding is still 4 + 16 = 20px (l1)
-          padding='l1'
-        >
-          <Stack gap='l1' styles={{ root: { minHeight: 0 } }}>
+        {/* form has 4px(s2)'s bottom padding, so the total padding is still 4 + 16 = 20px (l1) */}
+        <Stack styles={{ root: { height: '100%', minWidth: 1000, minHeight: 720 } }} verticalAlign='space-between' tokens={{ childrenGap: 'm', padding: 'l1' }}>
+          <Stack styles={{ root: { minHeight: 0 } }} tokens={{ childrenGap: 'l1' }}>
             <StackItem disableShrink>
               <Topbar
                 jobData={jobData}
@@ -457,20 +483,16 @@ export const JobSubmissionPage = ({
               />
             </StackItem>
             {/* top - form */}
-            <Stack styles={{ root: { minHeight: 0 } }} horizontal gap='l1'>
+            <Stack styles={{ root: { minHeight: 0 } }} horizontal tokens={{ childrenGap: 'l1' }}>
               {/* left column */}
               <StackItem
                 grow
                 styles={{ root: { minWidth: 700, flexBasis: 0 } }}
               >
-                <Stack
-                  gap='l1'
-                  padding='0 0 s2'
-                  styles={{ root: { height: '100%' } }}
-                >
+                <Stack styles={{ root: { height: '100%' } }} tokens={{ childrenGap: 'l1', padding: '0 0 s2' }}>
                   {config.saveTemplate === 'true' && (
                     <Card>
-                      <Stack gap='m'>
+                      <Stack tokens={{ childrenGap: 'm' }}>
                         <div style={{ FontSizes: '16px', fontWeight: '600' }}>
                           Template Selection
                         </div>
@@ -497,11 +519,7 @@ export const JobSubmissionPage = ({
               </StackItem>
               {/* right column */}
               <StackItem shrink styles={{ root: { overflowX: 'auto' } }}>
-                <Stack
-                  gap='l1'
-                  padding='0 0 s2'
-                  styles={{ root: { height: '100%', width: 550 } }}
-                >
+                <Stack styles={{ root: { height: '100%', width: 550 } }} tokens={{ childrenGap: 'l1', padding: '0 0 s2' }}>
                   <Parameters
                     parameters={parameters}
                     onChange={setParameters}
diff --git a/src/webportal/src/app/job-submission/job-submission.jsx b/src/webportal/src/app/job-submission/job-submission.jsx
index 5911b825..abdfae6f 100644
--- a/src/webportal/src/app/job-submission/job-submission.jsx
+++ b/src/webportal/src/app/job-submission/job-submission.jsx
@@ -23,11 +23,15 @@
  * SOFTWARE.
  */
 
+// Prevent layout.jsx from auto-initializing since we'll do it ourselves
+window.__LAYOUT_INITIALIZED__ = true;
+
 import React, { useState } from 'react';
-import ReactDOM from 'react-dom';
-import { HashRouter as Router, Route } from 'react-router-dom';
-import { Fabric } from 'office-ui-fabric-react';
+import { createRoot } from 'react-dom/client';
+import { HashRouter as Router, Routes, Route } from 'react-router-dom';
+import { Fabric } from '@fluentui/react';
 
+import { Layout } from '../layout/layout';
 import { JobSubmissionPage } from './job-submission-page';
 import { YamlEditPage } from './yaml-edit-page';
 import JobWizard from './job-wizard';
@@ -35,43 +39,30 @@ import JobWizard from './job-wizard';
 const App = () => {
   const [yamlText, setYamlText] = useState();
   return (
-    <Fabric style={{ height: '100%' }}>
-      <Router>
-        <Route
-          path='/'
-          exact
-          render={({ history }) => (
-            <JobWizard setYamlText={setYamlText} history={history} />
-          )}
-        />
-        <Route
-          path='/single'
-          render={({ history }) => (
-            <JobSubmissionPage
-              isSingle={true}
-              history={history}
-              setYamlText={setYamlText}
+    <Layout>
+      <Fabric style={{ height: '100%' }}>
+        <Router>
+          <Routes>
+            <Route path='/' element={<JobWizard setYamlText={setYamlText} />} />
+            <Route
+              path='/single'
+              element={<JobSubmissionPage isSingle={true} setYamlText={setYamlText} />}
             />
-          )}
-        />
-        <Route
-          path='/general'
-          render={({ history }) => (
-            <JobSubmissionPage
-              isSingle={false}
-              yamlText={yamlText}
-              history={history}
+            <Route
+              path='/general'
+              element={<JobSubmissionPage isSingle={false} yamlText={yamlText} />}
             />
-          )}
-        />
-        <Route
-          path='/yaml-edit'
-          render={({ history }) => <YamlEditPage history={history} />}
-        />
-      </Router>
-    </Fabric>
+            <Route path='/yaml-edit' element={<YamlEditPage />} />
+          </Routes>
+        </Router>
+      </Fabric>
+    </Layout>
   );
 };
 
-const contentWrapper = document.getElementById('content-wrapper');
-ReactDOM.render(<App />, contentWrapper);
+const wrapper = document.getElementById("wrapper");
+if (wrapper && !wrapper.hasAttribute('data-root-initialized')) {
+  wrapper.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(wrapper);
+  root.render(<App />);
+}
diff --git a/src/webportal/src/app/job-submission/job-wizard.jsx b/src/webportal/src/app/job-submission/job-wizard.jsx
index 6cf52135..ed79cba4 100644
--- a/src/webportal/src/app/job-submission/job-wizard.jsx
+++ b/src/webportal/src/app/job-submission/job-wizard.jsx
@@ -3,13 +3,14 @@
 
 import React, { useEffect, useState } from 'react';
 import PropTypes from 'prop-types';
+import { useNavigate } from 'react-router-dom';
 import {
   getTheme,
   DefaultButton,
   Stack,
   FontSizes,
   FontWeights,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { isNil } from 'lodash';
 
 import Card from '../components/card';
@@ -63,20 +64,21 @@ WizardButton.propTypes = {
   onClick: PropTypes.func,
 };
 
-const JobWizard = ({ setYamlText, history }) => {
+const JobWizard = ({ setYamlText }) => {
   const [loading, setLoading] = useState(true);
+  const navigate = useNavigate();
 
   // redirect if job clone or local storage
   useEffect(() => {
     const params = new URLSearchParams(window.location.search);
     if (params.get('op') === 'resubmit') {
-      history.replace('/general');
+      navigate('/general', { replace: true });
     } else if (!isNil(window.localStorage.getItem('marketItem'))) {
-      history.replace('/general');
+      navigate('/general', { replace: true });
     } else {
       setLoading(false);
     }
-  }, []);
+  }, [navigate]);
 
   const { spacing, palette } = getTheme();
   if (loading) {
@@ -86,7 +88,10 @@ const JobWizard = ({ setYamlText, history }) => {
   return (
     <div style={{ display: 'flex', height: '100%' }}>
       <Card style={{ margin: `${spacing.l2}`, width: '100%' }}>
-        <Stack horizontalAlign='center' padding={100} gap={100}>
+        <Stack
+          horizontalAlign='center'
+          tokens={{ padding: 100, childrenGap: 100 }}
+        >
           <div
             style={{
               color: palette.themePrimary,
@@ -101,13 +106,16 @@ const JobWizard = ({ setYamlText, history }) => {
           <Stack
             horizontal
             horizontalAlign='center'
-            gap={120}
+            tokens={{ childrenGap: 120 }}
             style={{ width: '100%', marginTop: 100 }}
           >
-            <Stack horizontalAlign='center' gap={50}>
+            <Stack
+              horizontalAlign='center'
+              tokens={{ childrenGap: 50 }}
+            >
               <WizardButton
                 onClick={() => {
-                  history.push('/yaml-edit');
+                  navigate('/yaml-edit');
                 }}
               >
                 <IconEdit />
@@ -121,10 +129,13 @@ const JobWizard = ({ setYamlText, history }) => {
                 Config Editor
               </div>
             </Stack>
-            <Stack horizontalAlign='center' gap={50}>
+            <Stack
+              horizontalAlign='center'
+              tokens={{ childrenGap: 50 }}
+            >
               <WizardButton
                 onClick={() => {
-                  history.push('/single');
+                  navigate('/single');
                 }}
               >
                 <IconSingle />
@@ -138,10 +149,13 @@ const JobWizard = ({ setYamlText, history }) => {
                 Single Job
               </div>
             </Stack>
-            <Stack horizontalAlign='center' gap={50}>
+            <Stack
+              horizontalAlign='center'
+              tokens={{ childrenGap: 50 }}
+            >
               <WizardButton
                 onClick={() => {
-                  history.push('/general');
+                  navigate('/general');
                 }}
               >
                 <IconDistributed />
@@ -164,7 +178,6 @@ const JobWizard = ({ setYamlText, history }) => {
 
 JobWizard.propTypes = {
   setYamlText: PropTypes.func,
-  history: PropTypes.object,
 };
 
 export default JobWizard;
diff --git a/src/webportal/src/app/job-submission/models/completion.js b/src/webportal/src/app/job-submission/models/completion.js
index f03016a6..d56efa12 100644
--- a/src/webportal/src/app/job-submission/models/completion.js
+++ b/src/webportal/src/app/job-submission/models/completion.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { isNil } from 'lodash';
 
 export class Completion {
diff --git a/src/webportal/src/app/job-submission/models/container-size.js b/src/webportal/src/app/job-submission/models/container-size.js
index de765c75..27aa5b07 100644
--- a/src/webportal/src/app/job-submission/models/container-size.js
+++ b/src/webportal/src/app/job-submission/models/container-size.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { isNil } from 'lodash';
 
 const skuUnit = {
diff --git a/src/webportal/src/app/job-submission/models/data/hdfs-context.js b/src/webportal/src/app/job-submission/models/data/hdfs-context.js
index de2f40cd..26b54b3c 100644
--- a/src/webportal/src/app/job-submission/models/data/hdfs-context.js
+++ b/src/webportal/src/app/job-submission/models/data/hdfs-context.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { createContext } from 'react';
 
 export const HdfsContext = createContext({
diff --git a/src/webportal/src/app/job-submission/models/data/input-data.js b/src/webportal/src/app/job-submission/models/data/input-data.js
index 67ada645..3f4dc36b 100644
--- a/src/webportal/src/app/job-submission/models/data/input-data.js
+++ b/src/webportal/src/app/job-submission/models/data/input-data.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 export class InputData {
   constructor(mountPath, dataSource, sourceType, uploadFiles = null) {
     this.mountPath = mountPath;
diff --git a/src/webportal/src/app/job-submission/models/data/job-data.js b/src/webportal/src/app/job-submission/models/data/job-data.js
index cdccf094..86db09f7 100644
--- a/src/webportal/src/app/job-submission/models/data/job-data.js
+++ b/src/webportal/src/app/job-submission/models/data/job-data.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import {
   CUSTOM_STORAGE_START,
   CUSTOM_STORAGE_END,
diff --git a/src/webportal/src/app/job-submission/models/data/mount-directories.js b/src/webportal/src/app/job-submission/models/data/mount-directories.js
index 0a515a4e..a4f05398 100644
--- a/src/webportal/src/app/job-submission/models/data/mount-directories.js
+++ b/src/webportal/src/app/job-submission/models/data/mount-directories.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { isNil, isEmpty } from 'lodash';
 
 import { InputData } from './input-data';
diff --git a/src/webportal/src/app/job-submission/models/data/mount-trie.js b/src/webportal/src/app/job-submission/models/data/mount-trie.js
index 95d0bd3c..9ad4b9df 100644
--- a/src/webportal/src/app/job-submission/models/data/mount-trie.js
+++ b/src/webportal/src/app/job-submission/models/data/mount-trie.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 export class TrieNode {
   constructor(fullpath, label, subpaths = undefined) {
     this.fullpath = fullpath;
diff --git a/src/webportal/src/app/job-submission/models/deployment.js b/src/webportal/src/app/job-submission/models/deployment.js
index fc94d341..7bda1cda 100644
--- a/src/webportal/src/app/job-submission/models/deployment.js
+++ b/src/webportal/src/app/job-submission/models/deployment.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { isEmpty, isNil } from 'lodash';
 import { removeEmptyProperties } from '../utils/utils';
 
diff --git a/src/webportal/src/app/job-submission/models/job-basic-info.js b/src/webportal/src/app/job-submission/models/job-basic-info.js
index 4b81d9c1..ff5d0bee 100644
--- a/src/webportal/src/app/job-submission/models/job-basic-info.js
+++ b/src/webportal/src/app/job-submission/models/job-basic-info.js
@@ -27,19 +27,21 @@ import { isEmpty, get } from 'lodash';
 
 export class JobBasicInfo {
   constructor(props) {
-    const { name, jobRetryCount, virtualCluster } = props;
+    const { name, jobRetryCount, virtualCluster, jobType } = props;
     this.name = name || '';
     this.jobRetryCount = jobRetryCount || 0;
     this.virtualCluster = virtualCluster || '';
+    this.jobType = jobType || '';
   }
 
   static fromProtocol(protocol) {
-    const { name, jobRetryCount } = protocol;
+    const { name, jobRetryCount, jobType } = protocol;
     const virtualCluster = get(protocol, 'defaults.virtualCluster', 'default');
     return new JobBasicInfo({
       name: name,
       jobRetryCount: jobRetryCount,
       virtualCluster: virtualCluster,
+      jobType: jobType,
     });
   }
 
@@ -59,6 +61,7 @@ export class JobBasicInfo {
       name: this.name,
       type: 'job',
       jobRetryCount: this.jobRetryCount,
+      jobType: this.jobType,
     };
   }
 }
diff --git a/src/webportal/src/app/job-submission/models/job-protocol.js b/src/webportal/src/app/job-submission/models/job-protocol.js
index c41c73b1..2dcdf765 100644
--- a/src/webportal/src/app/job-submission/models/job-protocol.js
+++ b/src/webportal/src/app/job-submission/models/job-protocol.js
@@ -37,6 +37,7 @@ export class JobProtocol {
     const {
       name,
       jobRetryCount,
+      jobType,
       prerequisites,
       parameters,
       taskRoles,
@@ -53,6 +54,7 @@ export class JobProtocol {
     this.contributor = contributor || '';
     this.type = 'job';
     this.jobRetryCount = jobRetryCount || 0;
+    this.jobType = jobType || 'others';
     this.prerequisites = prerequisites || [];
     this.parameters = parameters || {};
     this.taskRoles = taskRoles || {};
@@ -65,7 +67,7 @@ export class JobProtocol {
   // make sure protocolYaml is valid before use this function
   static fromYaml(protocolYaml) {
     try {
-      const jobProtocol = yaml.safeLoad(protocolYaml);
+      const jobProtocol = yaml.load(protocolYaml);
       return new JobProtocol(jobProtocol);
     } catch (e) {
       alert(e.message);
@@ -74,7 +76,7 @@ export class JobProtocol {
 
   static validateFromYaml(protocolYaml) {
     try {
-      const protocol = yaml.safeLoad(protocolYaml);
+      const protocol = yaml.load(protocolYaml);
       return JobProtocol.validateFromObject(protocol);
     } catch (err) {
       return String(err.message);
@@ -194,7 +196,7 @@ export class JobProtocol {
 
   toYaml() {
     try {
-      return yaml.safeDump(JobProtocol.safePruneProtocol(this));
+      return yaml.dump(JobProtocol.safePruneProtocol(this));
     } catch (e) {
       alert(e.message);
     }
diff --git a/src/webportal/src/app/job-submission/models/protocol-schema.js b/src/webportal/src/app/job-submission/models/protocol-schema.js
index a7d868b5..127a9693 100644
--- a/src/webportal/src/app/job-submission/models/protocol-schema.js
+++ b/src/webportal/src/app/job-submission/models/protocol-schema.js
@@ -152,6 +152,15 @@ const runtimePluginSchema = Joi.object().keys({
           }),
         })
         .required(),
+    })
+    .when('plugin', {
+      is: 'dind',
+      then: Joi.object()
+        .keys({
+          dockerVersion: Joi.string().optional(),
+          ubuntuVersion: Joi.string().optional(),
+        })
+        .optional(),
     }),
   failurePolicy: Joi.string().allow('fail', 'ignore'),
   hook: Joi.string().allow('preTaskStarts', 'postTaskSucceeds'),
@@ -164,6 +173,7 @@ export const jobProtocolSchema = Joi.object().keys({
   version: [Joi.string(), Joi.number()],
   contributor: Joi.string(),
   description: Joi.string(),
+  jobType: Joi.string().valid(['others', 'training', 'inference']).default('others'),
 
   prerequisites: Joi.array()
     .items(prerequisitesSchema)
diff --git a/src/webportal/src/app/job-submission/utils/conn.js b/src/webportal/src/app/job-submission/utils/conn.js
index f552d3f3..a15fe419 100644
--- a/src/webportal/src/app/job-submission/utils/conn.js
+++ b/src/webportal/src/app/job-submission/utils/conn.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { PAIV2 } from '@microsoft/openpai-js-sdk';
 import { clearToken } from '../../user/user-logout/user-logout.component.js';
 import config from '../../config/webportal.config';
@@ -42,7 +41,7 @@ export class NotFoundError extends Error {
 }
 
 export async function submitJob(jobProtocol) {
-  const job = yaml.safeLoad(jobProtocol);
+  const job = yaml.load(jobProtocol);
   return wrapper(() => client.job.createJob(job));
 }
 
@@ -148,6 +147,9 @@ export async function fetchMyTemplates(user) {
       return new Date(b.createdAt) - new Date(a.createdAt);
     });
     return items;
+  } else if (res.status === 404) {
+    // 404 is expected when user has no templates
+    return [];
   } else {
     throw new Error(res.statusText);
   }
diff --git a/src/webportal/src/app/job-submission/utils/constants.js b/src/webportal/src/app/job-submission/utils/constants.js
index 3a32e45b..c9db027d 100644
--- a/src/webportal/src/app/job-submission/utils/constants.js
+++ b/src/webportal/src/app/job-submission/utils/constants.js
@@ -115,58 +115,23 @@ All lines will be concatenated by "&&". So do not use characters like "#", "\\"
 
 export const DOCKER_OPTIONS = [
   {
-    key: 'python_3.6-pytorch_1.4.0-gpu',
-    text: 'PyTorch 1.4.0 + Python 3.6 with GPU, CUDA 10.1',
-    image: 'openpai/standard:python_3.6-pytorch_1.4.0-gpu',
+    key: 'cuda12.8-gpu',
+    text: 'CUDA 12.8',
+    image: 'luciatrainingplatform.azurecr.io/cuda-12.8.x/main:latest',
   },
   {
-    key: 'python_3.6-pytorch_1.2.0-gpu',
-    text: 'PyTorch 1.2.0 + Python 3.6 with GPU, CUDA 10.0',
-    image: 'openpai/standard:python_3.6-pytorch_1.2.0-gpu',
+    key: 'rocm-6.3-gpu',
+    text: 'ROCm 6.3',
+    image: 'luciatrainingplatform.azurecr.io/rocm-6.3.x/main:latest',
   },
   {
-    key: 'python_3.6-tensorflow_2.1.0-gpu',
-    text: 'TensorFlow 2.1.0 + Python 3.6 with GPU, CUDA 10.1',
-    image: 'openpai/standard:python_3.6-tensorflow_2.1.0-gpu',
-  },
-  {
-    key: 'python_3.6-tensorflow_1.15.0-gpu',
-    text: 'TensorFlow 1.15.0 + Python 3.6 with GPU, CUDA 10.0',
-    image: 'openpai/standard:python_3.6-tensorflow_1.15.0-gpu',
-  },
-  {
-    key: 'python_3.6-mxnet_1.5.1-gpu',
-    text: 'MXNet 1.5.1 + Python 3.6 with GPU, CUDA 10.1',
-    image: 'openpai/standard:python_3.6-mxnet_1.5.1-gpu',
-  },
-  {
-    key: 'python_3.6-cntk_2.7-gpu',
-    text: 'CNTK 2.7 + Python 3.6 with GPU, CUDA 10.1',
-    image: 'openpai/standard:python_3.6-cntk_2.7-gpu',
-  },
-  {
-    key: 'python_3.6-pytorch_1.4.0-cpu',
-    text: 'PyTorch 1.4.0 + Python 3.6 with CPU',
-    image: 'openpai/standard:python_3.6-pytorch_1.4.0-cpu',
-  },
-  {
-    key: 'python_3.6-pytorch_1.2.0-cpu',
-    text: 'PyTorch 1.2.0 + Python 3.6 with CPU',
-    image: 'openpai/standard:python_3.6-pytorch_1.2.0-cpu',
-  },
-  {
-    key: 'python_3.6-tensorflow_2.1.0-cpu',
-    text: 'TensorFlow 2.1.0 + Python 3.6 with CPU',
-    image: 'openpai/standard:python_3.6-tensorflow_2.1.0-cpu',
-  },
-  {
-    key: 'python_3.6-tensorflow_1.15.0-cpu',
-    text: 'TensorFlow 1.15.0 + Python 3.6 with CPU',
-    image: 'openpai/standard:python_3.6-tensorflow_1.15.0-cpu',
+    key: 'rocm-6.3.x-te-v1.12-gpu',
+    text: 'ROCm 6.3.x + TransformerEngine v1.12',
+    image: 'luciatrainingplatform.azurecr.io/rocm-6.3.x-te-v1.12/main:latest',
   },
 ];
 export const DEFAULT_DOCKER_URI =
-  'openpai/standard:python_3.6-pytorch_1.2.0-gpu';
+  'luciatrainingplatform.azurecr.io/cuda-12.8.x/main:latest';
 // For PAI runtime only
 export const PAI_PLUGIN = 'com.microsoft.pai.runtimeplugin';
 
diff --git a/src/webportal/src/app/job-submission/utils/ssh-keygen.js b/src/webportal/src/app/job-submission/utils/ssh-keygen.js
index 9ac3966c..25494084 100644
--- a/src/webportal/src/app/job-submission/utils/ssh-keygen.js
+++ b/src/webportal/src/app/job-submission/utils/ssh-keygen.js
@@ -15,16 +15,139 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import * as NodeRSA from 'node-rsa';
-import * as SSHPk from 'sshpk';
-
-export function generateSSHKeyPair(bits) {
-  const key = new NodeRSA({ b: bits });
-  const pemPub = key.exportKey('pkcs1-public-pem');
-  const pemPri = key.exportKey('pkcs1-private-pem');
-
-  const sshKey = SSHPk.parseKey(pemPub, 'pem');
-  sshKey.comment = 'pai-job-ssh';
-  const sshPub = sshKey.toString('ssh');
-  return { public: sshPub, private: pemPri };
+/**
+ * Converts an ArrayBuffer to a Base64 string
+ */
+function arrayBufferToBase64(buffer) {
+  let binary = '';
+  const bytes = new Uint8Array(buffer);
+  for (let i = 0; i < bytes.byteLength; i++) {
+    binary += String.fromCharCode(bytes[i]);
+  }
+  return btoa(binary);
+}
+
+/**
+ * Converts a Base64 string to an ArrayBuffer
+ */
+function base64ToArrayBuffer(base64) {
+  const binary = atob(base64);
+  const bytes = new Uint8Array(binary.length);
+  for (let i = 0; i < binary.length; i++) {
+    bytes[i] = binary.charCodeAt(i);
+  }
+  return bytes.buffer;
+}
+
+/**
+ * Encodes a big integer in DER format (for ASN.1)
+ */
+function encodeDERInteger(buffer) {
+  const bytes = new Uint8Array(buffer);
+  // Add leading zero if the high bit is set
+  const needsPadding = bytes[0] & 0x80;
+  const length = bytes.length + (needsPadding ? 1 : 0);
+
+  const result = new Uint8Array(2 + length);
+  result[0] = 0x02; // INTEGER tag
+  result[1] = length;
+
+  if (needsPadding) {
+    result[2] = 0x00;
+    result.set(bytes, 3);
+  } else {
+    result.set(bytes, 2);
+  }
+
+  return result;
+}
+
+/**
+ * Converts CryptoKey to PEM format
+ */
+async function cryptoKeyToPEM(key, isPublic) {
+  const exported = await crypto.subtle.exportKey(isPublic ? 'spki' : 'pkcs8', key);
+  const base64 = arrayBufferToBase64(exported);
+  const type = isPublic ? 'PUBLIC' : 'PRIVATE';
+  const pem = `-----BEGIN RSA ${type} KEY-----\n${base64.match(/.{1,64}/g).join('\n')}\n-----END RSA ${type} KEY-----`;
+  return pem;
+}
+
+/**
+ * Converts CryptoKey to SSH public key format
+ */
+async function cryptoKeyToSSH(publicKey, comment = 'pai-job-ssh') {
+  // Export the public key in JWK format to get modulus and exponent
+  const jwk = await crypto.subtle.exportKey('jwk', publicKey);
+
+  // Convert base64url to base64 and then to buffer
+  const n = base64ToArrayBuffer(jwk.n.replace(/-/g, '+').replace(/_/g, '/'));
+  const e = base64ToArrayBuffer(jwk.e.replace(/-/g, '+').replace(/_/g, '/'));
+
+  // Build SSH key format:
+  // string "ssh-rsa"
+  // mpint e (exponent)
+  // mpint n (modulus)
+
+  const sshRsaBytes = new TextEncoder().encode('ssh-rsa');
+
+  // Helper to write length-prefixed data
+  const writeLengthAndData = (data) => {
+    const length = data.byteLength;
+    const result = new Uint8Array(4 + length);
+    const view = new DataView(result.buffer);
+    view.setUint32(0, length, false); // big-endian
+    result.set(new Uint8Array(data), 4);
+    return result;
+  };
+
+  const part1 = writeLengthAndData(sshRsaBytes);
+  const part2 = writeLengthAndData(e);
+  const part3 = writeLengthAndData(n);
+
+  // Concatenate all parts
+  const totalLength = part1.length + part2.length + part3.length;
+  const sshKeyBytes = new Uint8Array(totalLength);
+  sshKeyBytes.set(part1, 0);
+  sshKeyBytes.set(part2, part1.length);
+  sshKeyBytes.set(part3, part1.length + part2.length);
+
+  // Convert to base64
+  const base64 = arrayBufferToBase64(sshKeyBytes.buffer);
+
+  return `ssh-rsa ${base64} ${comment}`;
+}
+
+/**
+ * Generates an SSH key pair using Web Crypto API
+ * @param {number} bits - Key size in bits (2048 or 4096 recommended)
+ * @returns {Promise<{public: string, private: string}>} SSH public key and PEM private key
+ */
+export async function generateSSHKeyPair(bits = 2048) {
+  try {
+    // Generate RSA key pair using Web Crypto API
+    const keyPair = await crypto.subtle.generateKey(
+      {
+        name: 'RSA-OAEP',
+        modulusLength: bits,
+        publicExponent: new Uint8Array([0x01, 0x00, 0x01]), // 65537
+        hash: 'SHA-256',
+      },
+      true, // extractable
+      ['encrypt', 'decrypt']
+    );
+
+    // Convert private key to PEM format
+    const pemPrivate = await cryptoKeyToPEM(keyPair.privateKey, false);
+
+    // Convert public key to SSH format
+    const sshPublic = await cryptoKeyToSSH(keyPair.publicKey);
+
+    return {
+      public: sshPublic,
+      private: pemPrivate,
+    };
+  } catch (error) {
+    throw new Error(`Failed to generate SSH key pair: ${error.message}`);
+  }
 }
diff --git a/src/webportal/src/app/job-submission/utils/task-roles-manager.js b/src/webportal/src/app/job-submission/utils/task-roles-manager.js
index aa6325ed..260f8aa1 100644
--- a/src/webportal/src/app/job-submission/utils/task-roles-manager.js
+++ b/src/webportal/src/app/job-submission/utils/task-roles-manager.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { DockerInfo } from '../models/docker-info';
 
 import { createUniqueName } from './utils';
diff --git a/src/webportal/src/app/job-submission/utils/utils.js b/src/webportal/src/app/job-submission/utils/utils.js
index 2235b139..782ed83d 100644
--- a/src/webportal/src/app/job-submission/utils/utils.js
+++ b/src/webportal/src/app/job-submission/utils/utils.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { isObject, isEmpty, isNil, isArrayLike, get } from 'lodash';
 import { basename } from 'path';
 
diff --git a/src/webportal/src/app/job-submission/utils/validation.js b/src/webportal/src/app/job-submission/utils/validation.js
index 18e6d1ae..4b1538ca 100644
--- a/src/webportal/src/app/job-submission/utils/validation.js
+++ b/src/webportal/src/app/job-submission/utils/validation.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 export function validateMountPath(path) {
   let illegalMessage = '';
   const pathRegex = /^(\/[A-Za-z0-9\-._]+)+$/;
diff --git a/src/webportal/src/app/job-submission/utils/webhdfs.js b/src/webportal/src/app/job-submission/utils/webhdfs.js
index 76d721e1..5156ba21 100644
--- a/src/webportal/src/app/job-submission/utils/webhdfs.js
+++ b/src/webportal/src/app/job-submission/utils/webhdfs.js
@@ -1,5 +1,5 @@
-import * as webhdfs from 'webhdfs';
-import { promisify } from 'util';
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
 
 import { getHostNameFromUrl } from './utils';
 
@@ -8,41 +8,109 @@ export class WebHDFSClient {
     this.host = `http://${host}:${port}`;
     this.pylonEndpoint = `http://${host}:80/webhdfs/api/v1`;
     this.endpoint = `http://${host}:${port}${path}`;
-    this.client = webhdfs.createClient({ host, port, user, path }, { timeout });
-    this.client.readdir = promisify(this.client.readdir);
-    this.client.mkdir = promisify(this.client.mkdir);
+    this.user = user;
+    this.timeout = timeout;
   }
 
-  async checkAccess() {
-    return this.client
-      .readdir('/')
-      .then(() => {
-        return true;
-      })
-      .catch(error => {
-        if (error) {
-          return false;
-        }
+  /**
+   * Perform a WebHDFS REST API request
+   */
+  async _request(path, operation, method = 'GET', options = {}) {
+    const url = `${this.endpoint}${path}?op=${operation}&user.name=${this.user}`;
+    const controller = new AbortController();
+    const timeoutId = setTimeout(() => controller.abort(), this.timeout);
+
+    try {
+      const response = await fetch(url, {
+        method,
+        signal: controller.signal,
+        ...options,
       });
+
+      clearTimeout(timeoutId);
+
+      if (!response.ok) {
+        const errorText = await response.text();
+        throw new Error(`WebHDFS ${operation} failed: ${response.status} ${errorText}`);
+      }
+
+      return await response.json();
+    } catch (error) {
+      clearTimeout(timeoutId);
+      if (error.name === 'AbortError') {
+        throw new Error('WebHDFS request timeout');
+      }
+      throw error;
+    }
   }
 
-  async ensureDir(path) {
-    this.client
-      .readdir(path)
-      .then(data => {})
-      .catch(error => {
-        if (error.message.includes('does not exist')) {
-          this.client.mkdir(path);
-        } else {
-          throw error;
-        }
+  /**
+   * List directory contents (LISTSTATUS operation)
+   */
+  async _readdir(path) {
+    const data = await this._request(path, 'LISTSTATUS');
+    return data.FileStatuses.FileStatus;
+  }
+
+  /**
+   * Create directory (MKDIRS operation)
+   */
+  async _mkdir(path, permission = '755') {
+    const url = `${this.endpoint}${path}?op=MKDIRS&user.name=${this.user}&permission=${permission}`;
+    const controller = new AbortController();
+    const timeoutId = setTimeout(() => controller.abort(), this.timeout);
+
+    try {
+      const response = await fetch(url, {
+        method: 'PUT',
+        signal: controller.signal,
       });
+
+      clearTimeout(timeoutId);
+
+      if (!response.ok) {
+        const errorText = await response.text();
+        throw new Error(`WebHDFS MKDIRS failed: ${response.status} ${errorText}`);
+      }
+
+      const data = await response.json();
+      return data.boolean;
+    } catch (error) {
+      clearTimeout(timeoutId);
+      if (error.name === 'AbortError') {
+        throw new Error('WebHDFS request timeout');
+      }
+      throw error;
+    }
+  }
+
+  async checkAccess() {
+    try {
+      await this._readdir('/');
+      return true;
+    } catch (error) {
+      return false;
+    }
+  }
+
+  async ensureDir(path) {
+    try {
+      await this._readdir(path);
+    } catch (error) {
+      if (
+        error.message.includes('does not exist') ||
+        error.message.includes('FileNotFoundException')
+      ) {
+        await this._mkdir(path);
+      } else {
+        throw error;
+      }
+    }
   }
 
   async readDir(path) {
-    return this.client
-      .readdir(path)
-      .then(data => data.map(item => item.pathSuffix));
+    const items = await this._readdir(path);
+    return items.map(item => item.pathSuffix);
   }
 
   async uploadFile(dir, file, newFileName = file.name) {
@@ -54,9 +122,9 @@ export class WebHDFSClient {
     }
 
     try {
-      await this.client.readdir(dir);
+      await this._readdir(dir);
     } catch (e) {
-      await this.client.mkdir(dir);
+      await this._mkdir(dir);
     }
 
     const res = await fetch(
diff --git a/src/webportal/src/app/job-submission/yaml-edit-page.jsx b/src/webportal/src/app/job-submission/yaml-edit-page.jsx
index 1c5885d2..2e0dd113 100644
--- a/src/webportal/src/app/job-submission/yaml-edit-page.jsx
+++ b/src/webportal/src/app/job-submission/yaml-edit-page.jsx
@@ -1,7 +1,7 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useState, useEffect } from 'react';
+import { useNavigate } from 'react-router-dom';
 import yaml from 'js-yaml';
 import { isEmpty, debounce } from 'lodash';
 import PropTypes from 'prop-types';
@@ -16,7 +16,7 @@ import {
   DefaultButton,
   PrimaryButton,
   StackItem,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import MonacoEditor from '../components/monaco-editor';
 import { YamlEditTopBar } from './components/yamledit-topbar/yamledit-topbar';
 // models
@@ -30,7 +30,8 @@ const JOB_PROTOCOL_SCHEMA_URL =
 
 const user = cookies.get('user');
 
-export const YamlEditPage = ({ history }) => {
+export const YamlEditPage = () => {
+  const navigate = useNavigate();
   const [protocolYaml, setProtocolYaml] = useState(
     'Paste or import your yaml here...',
   );
@@ -61,7 +62,7 @@ export const YamlEditPage = ({ history }) => {
     try {
       await submitJob(protocolYaml);
       window.location.href = `/job-detail.html?username=${user}&jobName=${
-        yaml.safeLoad(protocolYaml).name
+        yaml.load(protocolYaml).name
       }`;
     } catch (err) {
       alert(err);
@@ -70,22 +71,14 @@ export const YamlEditPage = ({ history }) => {
 
   return (
     <Fabric style={{ height: '100%', overflowX: 'auto' }}>
-      <Stack
-        style={{
-          height: '100%',
-          width: '100%',
-        }}
-        verticalAlign='space-between'
-        gap='l1'
-        padding='l1'
-      >
+      <Stack style={{ height: '100%', width: '100%', }} verticalAlign='space-between' tokens={{ childrenGap: 'l1', padding: 'l1' }}>
         <StackItem disableShrink>
           <YamlEditTopBar
             protocolYaml={protocolYaml}
             onChange={setProtocolYaml}
           />
         </StackItem>
-        <Stack gap='s1' style={{ flex: 1 }}>
+        <Stack style={{ flex: 1 }} tokens={{ childrenGap: 's1' }}>
           <MessageBar messageBarType={validStatus.barType}>
             {validStatus.message}
           </MessageBar>
@@ -104,7 +97,7 @@ export const YamlEditPage = ({ history }) => {
           />
         </Stack>
         <Card>
-          <Stack horizontal gap='m' horizontalAlign='space-between'>
+          <Stack horizontal horizontalAlign='space-between' tokens={{ childrenGap: 'm' }}>
             <StackItem>
               <DefaultButton
                 text='Back'
@@ -113,11 +106,11 @@ export const YamlEditPage = ({ history }) => {
                   rootHovered: [ColorClassNames.neutralTertiaryBackground],
                 }}
                 onClick={() => {
-                  history.push('/');
+                  navigate('/');
                 }}
               />
             </StackItem>
-            <Stack horizontal gap='l1'>
+            <Stack horizontal tokens={{ childrenGap: 'l1' }}>
               <DefaultButton
                 styles={{
                   root: [ColorClassNames.neutralTertiaryAltBackground],
@@ -139,6 +132,4 @@ export const YamlEditPage = ({ history }) => {
   );
 };
 
-YamlEditPage.propTypes = {
-  history: PropTypes.object.isRequired,
-};
+YamlEditPage.propTypes = {};
diff --git a/src/webportal/src/app/job/breadcrumb/breadcrumb.component.ejs b/src/webportal/src/app/job/breadcrumb/breadcrumb.component.ejs
index 49de860c..5c967251 100644
--- a/src/webportal/src/app/job/breadcrumb/breadcrumb.component.ejs
+++ b/src/webportal/src/app/job/breadcrumb/breadcrumb.component.ejs
@@ -1,6 +1,6 @@
 <h1><%= breadcrumbTitle %></h1>
 <ol class="breadcrumb">
-  <li>
+  <li class="breadcrumb-item">
     <a href="/"><i class="fa fa-home"></i>Home</a>
   </li>
 <%
@@ -10,13 +10,13 @@
   for (let i = 0; i < pages.length; i++) {
     if (i < pages.length - 1) {
 %>
-  <li>
+  <li class="breadcrumb-item">
     <a href='<%= pages[i].path %>'><%= pages[i].title %></a>
   </li>
 <%
     } else {
 %>
-  <li class="active"><%= pages[i].title %></li>
+  <li class="breadcrumb-item active"><%= pages[i].title %></li>
 <%
     }
   }
diff --git a/src/webportal/src/app/job/job-docs/job-docs.component.js b/src/webportal/src/app/job/job-docs/job-docs.component.js
index ad97d0ad..b62b4fce 100644
--- a/src/webportal/src/app/job/job-docs/job-docs.component.js
+++ b/src/webportal/src/app/job/job-docs/job-docs.component.js
@@ -18,9 +18,9 @@
 // module dependencies
 
 require('bootstrap');
-require('admin-lte/dist/css/AdminLTE.min.css');
+require('admin-lte/dist/css/adminlte.min.css');
 require('bootstrap/dist/css/bootstrap.css');
-require('font-awesome/css/font-awesome.min.css');
+require('@fortawesome/fontawesome-free/css/all.min.css');
 
 const breadcrumbComponent = require('../breadcrumb/breadcrumb.component.ejs');
 const jobDocsComponent = require('./job-docs.component.ejs');
diff --git a/src/webportal/src/app/job/job-submit-v1/job-submit.component.js b/src/webportal/src/app/job/job-submit-v1/job-submit.component.js
index 95241e35..c1d282fe 100644
--- a/src/webportal/src/app/job/job-submit-v1/job-submit.component.js
+++ b/src/webportal/src/app/job/job-submit-v1/job-submit.component.js
@@ -16,11 +16,10 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 // module dependencies
-
 require('bootstrap');
-require('admin-lte/dist/css/AdminLTE.min.css');
+require('admin-lte/dist/css/adminlte.min.css');
 require('bootstrap/dist/css/bootstrap.css');
-require('font-awesome/css/font-awesome.min.css');
+require('@fortawesome/fontawesome-free/css/all.min.css');
 
 require('./job-submit.component.scss');
 require('json-editor'); /* global JSONEditor */
diff --git a/src/webportal/src/app/job/job-view/fabric/JobList/Context.js b/src/webportal/src/app/job/job-view/fabric/JobList/Context.js
index 801e55f3..93ef25e0 100644
--- a/src/webportal/src/app/job/job-view/fabric/JobList/Context.js
+++ b/src/webportal/src/app/job/job-view/fabric/JobList/Context.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React from 'react';
 
 import Filter from './Filter';
diff --git a/src/webportal/src/app/job/job-view/fabric/JobList/FilterButton.jsx b/src/webportal/src/app/job/job-view/fabric/JobList/FilterButton.jsx
index ffb02b70..9d8347dd 100644
--- a/src/webportal/src/app/job/job-view/fabric/JobList/FilterButton.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/JobList/FilterButton.jsx
@@ -23,7 +23,7 @@ import {
   ColorClassNames,
   getTheme,
   SearchBox,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 const NO_RESULT_KEY = 'NO_RESULT';
 
diff --git a/src/webportal/src/app/job/job-view/fabric/JobList/Paginator.jsx b/src/webportal/src/app/job/job-view/fabric/JobList/Paginator.jsx
index fd567a99..ab299d57 100644
--- a/src/webportal/src/app/job/job-view/fabric/JobList/Paginator.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/JobList/Paginator.jsx
@@ -1,8 +1,11 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import React, { useContext, useState } from 'react';
 import PropTypes from 'prop-types';
 
-import { CommandBar } from 'office-ui-fabric-react/lib/CommandBar';
-import { TextField, Stack, DefaultButton } from 'office-ui-fabric-react';
+import { CommandBar } from '@fluentui/react/lib/CommandBar';
+import { TextField, Stack, DefaultButton } from '@fluentui/react';
 
 import Context from './Context';
 import Pagination from './Pagination';
@@ -11,13 +14,7 @@ function GotoPage(props) {
   const [pageIndex, setPageIndex] = useState(props.pageIndex);
 
   return (
-    <Stack
-      horizontal
-      verticalAlign='center'
-      gap='5'
-      horizontalAlign='space-between'
-      styles={{ root: { padding: 10 } }}
-    >
+    <Stack horizontal verticalAlign='center' horizontalAlign='space-between' styles={{ root: { padding: 10 } }} tokens={{ childrenGap: '5' }}>
       <TextField
         value={pageIndex}
         styles={{ fieldGroup: { width: 80 } }}
@@ -63,10 +60,10 @@ export default function Paginator() {
     setPagination(newPagination);
   }
 
-  /** @type {import('office-ui-fabric-react').ICommandBarItemProps[]} */
+  /** @type {import('@fluentui/react').ICommandBarItemProps[]} */
   const farItems = [];
 
-  /** @type {import('office-ui-fabric-react').IButtonStyles} */
+  /** @type {import('@fluentui/react').IButtonStyles} */
   const buttonStyles = {
     root: { backgroundColor: 'white' },
     rootDisabled: { backgroundColor: 'white' },
@@ -122,7 +119,7 @@ export default function Paginator() {
 
   /**
    * @param {number} page
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getPageButton(page) {
     return {
diff --git a/src/webportal/src/app/job/job-view/fabric/JobList/StopJobConfirm.jsx b/src/webportal/src/app/job/job-view/fabric/JobList/StopJobConfirm.jsx
index 6af21c0c..a342c788 100644
--- a/src/webportal/src/app/job/job-view/fabric/JobList/StopJobConfirm.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/JobList/StopJobConfirm.jsx
@@ -14,7 +14,7 @@
 // NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-import { FontClassNames, FontSizes } from '@uifabric/styling';
+import { FontClassNames, FontSizes } from '@fluentui/react/lib/Styling';
 import c from 'classnames';
 import PropTypes from 'prop-types';
 import React, { useContext } from 'react';
@@ -24,7 +24,7 @@ import {
   Dialog,
   DialogFooter,
   Icon,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import t from '../../../../components/tachyons.scss';
 
diff --git a/src/webportal/src/app/job/job-view/fabric/JobList/Table.jsx b/src/webportal/src/app/job/job-view/fabric/JobList/Table.jsx
index c9cd52f1..5f483585 100644
--- a/src/webportal/src/app/job/job-view/fabric/JobList/Table.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/JobList/Table.jsx
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import c from 'classnames';
 import React, { useState, useContext, useMemo, useLayoutEffect } from 'react';
 import {
@@ -12,7 +15,7 @@ import {
   ColorClassNames,
   FontSizes,
   FontWeights,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { isNil } from 'lodash';
 import { DateTime } from 'luxon';
 
@@ -54,13 +57,13 @@ export default function Table() {
   const [currentJob, setCurrentJob] = useState(null);
 
   // workaround for fabric's bug
-  // https://github.com/OfficeDev/office-ui-fabric-react/issues/5280#issuecomment-489619108
+  // https://github.com/OfficeDev/@fluentui/react/issues/5280#issuecomment-489619108
   useLayoutEffect(() => {
     window.dispatchEvent(new Event('resize'));
   });
 
   /**
-   * @type {import('office-ui-fabric-react').Selection}
+   * @type {import('@fluentui/react').Selection}
    */
   const selection = useMemo(() => {
     return new Selection({
@@ -72,7 +75,7 @@ export default function Table() {
 
   /**
    * @param {React.MouseEvent<HTMLElement>} event
-   * @param {import('office-ui-fabric-react').IColumn} column
+   * @param {import('@fluentui/react').IColumn} column
    */
   function onColumnClick(event, column) {
     const { field, descending } = ordering;
@@ -88,7 +91,7 @@ export default function Table() {
   }
 
   /**
-   * @param {import('office-ui-fabric-react').IColumn} column
+   * @param {import('@fluentui/react').IColumn} column
    */
   function applySortProps(column) {
     column.isSorted = ordering.field === column.key;
@@ -232,7 +235,7 @@ export default function Table() {
 
   /**
    * action column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const actionsColumn = {
     key: 'actions',
diff --git a/src/webportal/src/app/job/job-view/fabric/JobList/TopBar.jsx b/src/webportal/src/app/job/job-view/fabric/JobList/TopBar.jsx
index 9d4ffc80..767fe8ef 100644
--- a/src/webportal/src/app/job/job-view/fabric/JobList/TopBar.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/JobList/TopBar.jsx
@@ -24,7 +24,7 @@ import {
   CommandBarButton,
   SearchBox,
   Stack,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import Context from './Context';
 import Filter from './Filter';
@@ -52,7 +52,7 @@ function KeywordSearchBox() {
     setFilter(newFilter);
   }
 
-  /** @type {import('office-ui-fabric-react').IStyle} */
+  /** @type {import('@fluentui/react').IStyle} */
   const rootStyles = {
     backgroundColor: 'transparent',
     alignSelf: 'center',
@@ -177,7 +177,7 @@ function TopBar() {
   }, []);
 
   /**
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getStop() {
     return {
@@ -197,7 +197,7 @@ function TopBar() {
   }
 
   /**
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getNew() {
     return {
@@ -214,7 +214,7 @@ function TopBar() {
   }
 
   /**
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getRefresh() {
     return {
@@ -231,7 +231,7 @@ function TopBar() {
   }
 
   /**
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getFilters() {
     return {
diff --git a/src/webportal/src/app/job/job-view/fabric/JobList/index.jsx b/src/webportal/src/app/job/job-view/fabric/JobList/index.jsx
index 27222eec..841c138a 100644
--- a/src/webportal/src/app/job/job-view/fabric/JobList/index.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/JobList/index.jsx
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { PAIV2 } from '@microsoft/openpai-js-sdk';
 import * as querystring from 'querystring';
 import urljoin from 'url-join';
@@ -14,13 +13,13 @@ import React, {
 } from 'react';
 import { debounce, isEmpty, cloneDeep } from 'lodash';
 
-import { ColorClassNames, getTheme } from '@uifabric/styling';
-import { Fabric } from 'office-ui-fabric-react/lib/Fabric';
+import { ColorClassNames, getTheme } from '@fluentui/react/lib/Styling';
+import { Fabric } from '@fluentui/react/lib/Fabric';
 import {
   MessageBar,
   MessageBarType,
-} from 'office-ui-fabric-react/lib/MessageBar';
-import { Stack } from 'office-ui-fabric-react/lib/Stack';
+} from '@fluentui/react/lib/MessageBar';
+import { Stack } from '@fluentui/react/lib/Stack';
 
 import Context from './Context';
 import Filter from './Filter';
diff --git a/src/webportal/src/app/job/job-view/fabric/JobList/utils.js b/src/webportal/src/app/job/job-view/fabric/JobList/utils.js
index 4c4c7612..9432b324 100644
--- a/src/webportal/src/app/job/job-view/fabric/JobList/utils.js
+++ b/src/webportal/src/app/job/job-view/fabric/JobList/utils.js
@@ -1,3 +1,6 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
+
 import { getHumanizedJobStateString } from '../../../../components/util/job';
 
 /**
diff --git a/src/webportal/src/app/job/job-view/fabric/job-detail.jsx b/src/webportal/src/app/job/job-view/fabric/job-detail.jsx
index c153baa0..4fe37fd3 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-detail.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-detail.jsx
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { capitalize, isEmpty, isNil, get, cloneDeep } from 'lodash';
 import { DateTime, Interval } from 'luxon';
 import {
@@ -11,11 +10,12 @@ import {
   Text,
   Toggle,
   Link,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import React from 'react';
-import ReactDOM from 'react-dom';
+import { createRoot } from 'react-dom/client';
 import yaml from 'js-yaml';
 
+import { Layout } from '../../../layout/layout';
 import t from '../../../components/tachyons.scss';
 
 import { getDurationString } from '../../../components/util/job';
@@ -229,7 +229,7 @@ class JobDetail extends React.Component {
       // content
       result.push('[Exit Spec]');
       result.push('');
-      result.push(yaml.safeDump(spec));
+      result.push(yaml.dump(spec));
       result.push('');
     }
 
@@ -367,7 +367,7 @@ class JobDetail extends React.Component {
         <Context.Provider
           value={{ sshInfo, rawJobConfig, jobConfig, isViewingSelf }}
         >
-          <Stack styles={{ root: { margin: '30px' } }} gap='l1'>
+          <Stack styles={{ root: { margin: '30px' } }} tokens={{ childrenGap: 'l1' }}>
             <Top />
             {!isEmpty(error) && (
               <div className={t.bgWhite}>
@@ -433,8 +433,8 @@ class JobDetail extends React.Component {
               showEditor={this.showEditor}
             />
             <Card>
-              <Stack gap='m' padding='l2'>
-                <Stack horizontal gap='m' verticalAlign='center'>
+              <Stack tokens={{ childrenGap: 'm', padding: 'l2' }}>
+                <Stack horizontal verticalAlign='center' tokens={{ childrenGap: 'm' }}>
                   <Text>Job Attempt Index</Text>
                   <Dropdown
                     styles={{ root: { width: '150px' } }}
@@ -449,15 +449,15 @@ class JobDetail extends React.Component {
                 {loadingAttempt ? (
                   <SpinnerLoading />
                 ) : (
-                  <Stack gap='l2'>
-                    <Stack horizontal gap='l1'>
-                      <Stack gap='m'>
+                  <Stack tokens={{ childrenGap: 'l2' }}>
+                    <Stack horizontal tokens={{ childrenGap: 'l1' }}>
+                      <Stack tokens={{ childrenGap: 'm' }}>
                         <Text>Attempt State</Text>
                         <StatusBadge
                           status={capitalize(jobInfo.jobStatus.attemptState)}
                         />
                       </Stack>
-                      <Stack gap='m'>
+                      <Stack tokens={{ childrenGap: 'm' }}>
                         <Text>Attempt Creation Time</Text>
                         <Text>
                           {isNil(jobInfo.jobStatus.appCreatedTime)
@@ -469,7 +469,7 @@ class JobDetail extends React.Component {
                               )}
                         </Text>
                       </Stack>
-                      <Stack gap='m'>
+                      <Stack tokens={{ childrenGap: 'm' }}>
                         <Text>Attempt Duration</Text>
                         <Text>
                           {getDurationString(
@@ -480,7 +480,7 @@ class JobDetail extends React.Component {
                           )}
                         </Text>
                       </Stack>
-                      <Stack gap='m'>
+                      <Stack tokens={{ childrenGap: 'm' }}>
                         <Text>Attempt Running Start Time</Text>
                         <Text>
                           {isNil(jobInfo.jobStatus.appLaunchedTime)
@@ -492,7 +492,7 @@ class JobDetail extends React.Component {
                               )}
                         </Text>
                       </Stack>
-                      <Stack gap='m'>
+                      <Stack tokens={{ childrenGap: 'm' }}>
                         <Text>Attempt Running Duration</Text>
                         <Text>
                           {getDurationString(
@@ -524,9 +524,9 @@ class JobDetail extends React.Component {
                     </Stack>
                     {!isEmpty(jobInfo.taskRoles) &&
                       Object.keys(jobInfo.taskRoles).map(name => (
-                        <Stack key={name} gap='m'>
+                        <Stack key={name} tokens={{ childrenGap: 'm' }}>
                           <HorizontalLine />
-                          <Stack horizontal gap='l1'>
+                          <Stack horizontal tokens={{ childrenGap: 'l1' }}>
                             <Text>{`Task Role:  ${name}`}</Text>
                             <TaskRoleCount taskInfo={jobInfo.taskRoles[name]} />
                           </Stack>
@@ -556,4 +556,13 @@ class JobDetail extends React.Component {
   }
 }
 
-ReactDOM.render(<JobDetail />, document.getElementById('content-wrapper'));
+const JobDetailWithLayout = () => {
+  return <Layout><JobDetail /></Layout>;
+};
+
+const container = document.getElementById('wrapper');
+if (container && !container.hasAttribute('data-root-initialized')) {
+  container.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(container);
+  root.render(<JobDetailWithLayout />);
+}
diff --git a/src/webportal/src/app/job/job-view/fabric/job-detail/components/clone-button.jsx b/src/webportal/src/app/job/job-view/fabric/job-detail/components/clone-button.jsx
index dabb75fe..879e4174 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-detail/components/clone-button.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-detail/components/clone-button.jsx
@@ -19,7 +19,7 @@ import React, { useMemo, useContext } from 'react';
 import PropTypes from 'prop-types';
 import qs from 'querystring';
 import { get, isNil } from 'lodash';
-import { PrimaryButton } from 'office-ui-fabric-react';
+import { PrimaryButton } from '@fluentui/react';
 import { isClonable, isJobV2 } from '../util';
 import Context from './context';
 
diff --git a/src/webportal/src/app/job/job-view/fabric/job-detail/components/summary.jsx b/src/webportal/src/app/job/job-view/fabric/job-detail/components/summary.jsx
index e46e00bb..a3d63004 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-detail/components/summary.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-detail/components/summary.jsx
@@ -20,7 +20,7 @@ import {
   FontWeights,
   ColorClassNames,
   IconFontSizes,
-} from '@uifabric/styling';
+} from '@fluentui/react/lib/Styling';
 import c from 'classnames';
 import { get, isEmpty, isNil } from 'lodash';
 import { DateTime } from 'luxon';
@@ -34,7 +34,7 @@ import {
   TooltipHost,
   DirectionalHint,
   Icon,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React from 'react';
 import yaml from 'js-yaml';
@@ -129,7 +129,7 @@ export default class Summary extends React.Component {
     if (isJobV2(rawJobConfig)) {
       this.props.showEditor('Job Config', {
         language: 'yaml',
-        value: yaml.safeDump(rawJobConfig),
+        value: yaml.dump(rawJobConfig),
       });
     } else {
       this.props.showEditor('Job Config', {
diff --git a/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-container-list.jsx b/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-container-list.jsx
index e288aa92..29fbc45a 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-container-list.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-container-list.jsx
@@ -1,13 +1,13 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
 
-import { ThemeProvider } from '@uifabric/foundation';
+import { ThemeProvider } from '@fluentui/react';
 import {
   createTheme,
   ColorClassNames,
   FontClassNames,
   getTheme,
-} from '@uifabric/styling';
+} from '@fluentui/react/lib/Styling';
 import c from 'classnames';
 import { capitalize, isEmpty, isNil, flatten } from 'lodash';
 import { DateTime, Interval } from 'luxon';
@@ -22,13 +22,13 @@ import {
   Stack,
   Link,
   Icon,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import {
   DetailsList,
   SelectionMode,
   DetailsRow,
   DetailsListLayoutMode,
-} from 'office-ui-fabric-react/lib/DetailsList';
+} from '@fluentui/react/lib/DetailsList';
 import PropTypes from 'prop-types';
 import React from 'react';
 import yaml from 'js-yaml';
@@ -550,7 +550,7 @@ export default class TaskRoleContainerList extends React.Component {
           }
           minWidth='500px'
         >
-          <Stack gap='m'>
+          <Stack tokens={{ childrenGap: 'm' }}>
             <Text variant='xLarge'>All Logs:</Text>
             <LogDialogContent urls={fullLogUrls} logListUrl={logListUrl} />
           </Stack>
@@ -894,7 +894,7 @@ export default class TaskRoleContainerList extends React.Component {
                   // content
                   result.push('[Exit Spec]');
                   result.push('');
-                  result.push(yaml.safeDump(spec));
+                  result.push(yaml.dump(spec));
                   result.push('');
                 }
 
diff --git a/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-container-top.jsx b/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-container-top.jsx
index 769ce75e..02b7c680 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-container-top.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-container-top.jsx
@@ -2,13 +2,13 @@
 // Licensed under the MIT License.
 
 import React from 'react';
-import { getTheme } from '@uifabric/styling';
+import { getTheme } from '@fluentui/react/lib/Styling';
 import {
   ColorClassNames,
   CommandBarButton,
   SearchBox,
   Stack,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import TaskRoleFilter from './task-role-filter';
 import FilterButton from '../../JobList/FilterButton';
@@ -27,7 +27,7 @@ function KeywordSearchBox({ filter, setFilter }) {
     setFilter(newFilter);
   }
 
-  /** @type {import('office-ui-fabric-react').IStyle} */
+  /** @type {import('@fluentui/react').IStyle} */
   const rootStyles = {
     backgroundColor: 'transparent',
     alignSelf: 'center',
diff --git a/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-count.jsx b/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-count.jsx
index dbfdc6fe..0d938b77 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-count.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-detail/components/task-role-count.jsx
@@ -17,7 +17,7 @@
 
 import c from 'classnames';
 import { capitalize } from 'lodash';
-import { TooltipHost, Text } from 'office-ui-fabric-react';
+import { TooltipHost, Text } from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React from 'react';
 
diff --git a/src/webportal/src/app/job/job-view/fabric/job-detail/components/top.jsx b/src/webportal/src/app/job/job-view/fabric/job-detail/components/top.jsx
index 867d607c..bfbfe51a 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-detail/components/top.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-detail/components/top.jsx
@@ -16,7 +16,7 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 import React from 'react';
-import { ActionButton } from 'office-ui-fabric-react/lib/Button';
+import { ActionButton } from '@fluentui/react/lib/Button';
 
 import t from '../../../../../components/tachyons.scss';
 
diff --git a/src/webportal/src/app/job/job-view/fabric/job-detail/conn.js b/src/webportal/src/app/job/job-view/fabric/job-detail/conn.js
index 10a67e33..f0ce61bd 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-detail/conn.js
+++ b/src/webportal/src/app/job/job-view/fabric/job-detail/conn.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { PAIV2 } from '@microsoft/openpai-js-sdk';
 import { isNil, get } from 'lodash';
 import urljoin from 'url-join';
@@ -32,13 +31,13 @@ const wrapper = async func => {
   try {
     return await func();
   } catch (err) {
-    if (err.data.code === 'UnauthorizedUserError') {
+    if (err.data && err.data.code === 'UnauthorizedUserError') {
       alert(err.data.message);
       clearToken();
-    } else if (err.data.code === 'NoJobConfigError') {
+    } else if (err.data && err.data.code === 'NoJobConfigError') {
       throw new NotFoundError(err.data.message);
     } else {
-      throw new Error(err.data.message);
+      throw new Error((err.data && err.data.message) || err.message || 'Unknown error');
     }
   }
 };
diff --git a/src/webportal/src/app/job/job-view/fabric/job-event.jsx b/src/webportal/src/app/job/job-view/fabric/job-event.jsx
index d747225d..2146414a 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-event.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-event.jsx
@@ -16,10 +16,11 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 import React, { useEffect, useState } from 'react';
-import { Stack, ActionButton, Text } from 'office-ui-fabric-react';
-import ReactDOM from 'react-dom';
+import { Stack, ActionButton, Text } from '@fluentui/react';
+import { createRoot } from 'react-dom/client';
 import { isEmpty } from 'lodash';
 
+import { Layout } from '../../../layout/layout';
 import { SpinnerLoading } from '../../../components/loading';
 import { fetchJobEvents } from './job-event/conn';
 import JobEventList from './job-event/job-event-list';
@@ -43,7 +44,7 @@ const JobEventPage = () => {
     <div>
       {loading && <SpinnerLoading />}
       {!loading && (
-        <Stack styles={{ root: { margin: '30px', overflow: 'auto' } }} gap='l1'>
+        <Stack styles={{ root: { margin: '30px', overflow: 'auto' } }} tokens={{ childrenGap: 'l1' }}>
           <ActionButton
             iconProps={{ iconName: 'revToggleKey' }}
             href={`job-detail.html?username=${userName}&jobName=${jobName}`}
@@ -58,4 +59,13 @@ const JobEventPage = () => {
   );
 };
 
-ReactDOM.render(<JobEventPage />, document.getElementById('content-wrapper'));
+const JobEventWithLayout = () => {
+  return <Layout><JobEventPage /></Layout>;
+};
+
+const container = document.getElementById('wrapper');
+if (container && !container.hasAttribute('data-root-initialized')) {
+  container.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(container);
+  root.render(<JobEventWithLayout />);
+}
diff --git a/src/webportal/src/app/job/job-view/fabric/job-event/conn.js b/src/webportal/src/app/job/job-view/fabric/job-event/conn.js
index c40f34ab..6063a875 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-event/conn.js
+++ b/src/webportal/src/app/job/job-view/fabric/job-event/conn.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { clearToken } from '../../../../user/user-logout/user-logout.component';
 import config from '../../../../config/webportal.config';
 import urljoin from 'url-join';
diff --git a/src/webportal/src/app/job/job-view/fabric/job-event/job-event-list.jsx b/src/webportal/src/app/job/job-view/fabric/job-event/job-event-list.jsx
index 47b06b72..c90944f8 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-event/job-event-list.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-event/job-event-list.jsx
@@ -27,7 +27,7 @@ import {
   DialogFooter,
   PrimaryButton,
   CommandBarButton,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React, { useState } from 'react';
 
@@ -92,7 +92,7 @@ const JobEventList = props => {
       isResizable: true,
       onRender: (item, idx) => {
         return (
-          <Stack horizontal gap='m'>
+          <Stack horizontal tokens={{ childrenGap: 'm' }}>
             <Text styles={{ root: { maxWidth: 400 } }} nowrap>
               {item.message}
             </Text>
@@ -167,7 +167,7 @@ const JobEventList = props => {
         selectionMode={SelectionMode.none}
       />
       <Dialog hidden={hideDialog} onDismiss={toggleHideDialog} minWidth='500px'>
-        <Stack gap='m'>
+        <Stack tokens={{ childrenGap: 'm' }}>
           <Text variant='xLarge'>Event Message :</Text>
           <Text variant='large'>{dialogMessage}</Text>
         </Stack>
diff --git a/src/webportal/src/app/job/job-view/fabric/job-list.jsx b/src/webportal/src/app/job/job-view/fabric/job-list.jsx
index afe85340..5d01050e 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-list.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-list.jsx
@@ -16,10 +16,18 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 import React from 'react';
-import ReactDOM from 'react-dom';
+import { createRoot } from 'react-dom/client';
 
+import { Layout } from '../../../layout/layout';
 import JobList from './JobList';
 
-const contentWrapper = document.getElementById('content-wrapper');
+const JobListWithLayout = () => {
+  return <Layout><JobList /></Layout>;
+};
 
-ReactDOM.render(<JobList />, contentWrapper);
+const container = document.getElementById('wrapper');
+if (container && !container.hasAttribute('data-root-initialized')) {
+  container.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(container);
+  root.render(<JobListWithLayout />);
+}
diff --git a/src/webportal/src/app/job/job-view/fabric/job-transfer.jsx b/src/webportal/src/app/job/job-view/fabric/job-transfer.jsx
index 1eafdab1..4d456c6e 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-transfer.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-transfer.jsx
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import React, { useEffect, useState, useRef } from 'react';
 import {
   Stack,
@@ -13,15 +12,16 @@ import {
   ColorClassNames,
   getTheme,
   mergeStyleSets,
-} from 'office-ui-fabric-react';
-import { Label } from 'office-ui-fabric-react/lib/Label';
-import { Spinner, SpinnerSize } from 'office-ui-fabric-react/lib/Spinner';
-import ReactDOM from 'react-dom';
+} from '@fluentui/react';
+import { Label } from '@fluentui/react/lib/Label';
+import { Spinner, SpinnerSize } from '@fluentui/react/lib/Spinner';
+import { createRoot } from 'react-dom/client';
 import { jobProtocolSchema } from '../../../job-submission/models/protocol-schema';
 import qs from 'querystring';
 import Joi from 'joi-browser';
 import yaml from 'js-yaml';
 
+import { Layout } from '../../../layout/layout';
 import { SpinnerLoading } from '../../../components/loading';
 import MonacoPanel from '../../../components/monaco-panel';
 
@@ -112,7 +112,7 @@ class JobConfig {
 
   static validateFromYAML(yamlText) {
     try {
-      const jobConfig = new JobConfig(yaml.safeLoad(yamlText));
+      const jobConfig = new JobConfig(yaml.load(yamlText));
       return jobConfig.validate();
     } catch (err) {
       return [false, err.message];
@@ -120,7 +120,7 @@ class JobConfig {
   }
 
   getYAML() {
-    return yaml.safeDump(this._jobConfig);
+    return yaml.dump(this._jobConfig);
   }
 }
 
@@ -254,7 +254,7 @@ const JobTransferPage = () => {
 
   const onSaveEditor = () => {
     try {
-      const newJobConfig = new JobConfig(yaml.safeLoad(editorYAML));
+      const newJobConfig = new JobConfig(yaml.load(editorYAML));
       setJobConfig(newJobConfig);
       setShowEditor(false);
     } catch (err) {
@@ -280,13 +280,8 @@ const JobTransferPage = () => {
       {loading && <SpinnerLoading />}
       {!loading && (
         <Stack horizontal horizontalAlign='center'>
-          <Stack
-            gap={25}
-            padding={20}
-            horizontalAlign='center'
-            className={styles.form}
-          >
-            <Stack className={styles.header} gap={12}>
+          <Stack horizontalAlign='center' className={styles.form} tokens={{ childrenGap: '25', padding: '20' }}>
+            <Stack className={styles.header} tokens={{ childrenGap: '12' }}>
               <Stack horizontal={true} horizontalAlign='center'>
                 <Text variant='xxLarge' className={styles.title}>
                   Job Transfer
@@ -300,7 +295,7 @@ const JobTransferPage = () => {
               </Stack>
             </Stack>
             <Stack className={styles.item}>
-              <Stack horizontal gap={10}>
+              <Stack horizontal tokens={{ childrenGap: '10' }}>
                 <Label required>Transfer to</Label>
                 <Stack grow>
                   <Dropdown
@@ -354,12 +349,7 @@ const JobTransferPage = () => {
                 required
               />
             </Stack>
-            <Stack
-              gap={20}
-              horizontal={true}
-              horizontalAlign='end'
-              className={styles.footer}
-            >
+            <Stack horizontal={true} horizontalAlign='end' className={styles.footer} tokens={{ childrenGap: '20' }}>
               {transferring && <Spinner size={SpinnerSize.medium} />}
               <PrimaryButton
                 disabled={transferring || selectedCluster === ''}
@@ -428,7 +418,13 @@ const JobTransferPage = () => {
   );
 };
 
-ReactDOM.render(
-  <JobTransferPage />,
-  document.getElementById('content-wrapper'),
-);
+const JobTransferWithLayout = () => {
+  return <Layout><JobTransferPage /></Layout>;
+};
+
+const container = document.getElementById('wrapper');
+if (container && !container.hasAttribute('data-root-initialized')) {
+  container.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(container);
+  root.render(<JobTransferWithLayout />);
+}
diff --git a/src/webportal/src/app/job/job-view/fabric/job-transfer/conn.js b/src/webportal/src/app/job/job-view/fabric/job-transfer/conn.js
index 517ab13c..85296e89 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-transfer/conn.js
+++ b/src/webportal/src/app/job/job-view/fabric/job-transfer/conn.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import config from '../../../../config/webportal.config';
 import _ from 'lodash';
 import qs from 'querystring';
diff --git a/src/webportal/src/app/job/job-view/fabric/job-transfer/info-box.jsx b/src/webportal/src/app/job/job-view/fabric/job-transfer/info-box.jsx
index 177d333a..ad2b6690 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-transfer/info-box.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-transfer/info-box.jsx
@@ -7,7 +7,7 @@ import {
   Dialog,
   DialogFooter,
   PrimaryButton,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React from 'react';
 
@@ -19,7 +19,7 @@ function InfoBox({ hidden, title, message, onDismiss, redirectURL }) {
         isBlocking: true,
       }}
     >
-      <Stack gap='m'>
+      <Stack tokens={{ childrenGap: 'm' }}>
         <Text variant='xLarge'>{title}</Text>
         <Text variant='large'>{message}</Text>
       </Stack>
diff --git a/src/webportal/src/app/job/job-view/fabric/job-transfer/stop-box.jsx b/src/webportal/src/app/job/job-view/fabric/job-transfer/stop-box.jsx
index 998ed611..ef57386c 100644
--- a/src/webportal/src/app/job/job-view/fabric/job-transfer/stop-box.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/job-transfer/stop-box.jsx
@@ -8,12 +8,12 @@ import {
   DialogFooter,
   PrimaryButton,
   DefaultButton,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import React, { useState } from 'react';
 import qs from 'querystring';
 import { stopJob } from './conn';
-import { Spinner, SpinnerSize } from 'office-ui-fabric-react/lib/Spinner';
+import { Spinner, SpinnerSize } from '@fluentui/react/lib/Spinner';
 
 function StopBox({ hidden, userName, jobName, jobState, onDismiss }) {
   const [isStopping, setIsStopping] = useState(false);
@@ -53,7 +53,7 @@ function StopBox({ hidden, userName, jobName, jobState, onDismiss }) {
         isBlocking: true,
       }}
     >
-      <Stack gap='m'>
+      <Stack tokens={{ childrenGap: 'm' }}>
         <Text variant='xLarge'>Notice</Text>
         <Text variant='large'>
           Your job has been successfully transferred! Now, your job on this
@@ -61,7 +61,7 @@ function StopBox({ hidden, userName, jobName, jobState, onDismiss }) {
         </Text>
       </Stack>
       <DialogFooter>
-        <Stack gap={20} horizontal={true} horizontalAlign='end'>
+        <Stack horizontal={true} horizontalAlign='end' tokens={{ childrenGap: '20' }}>
           {isStopping && <Spinner size={SpinnerSize.medium} />}
           <PrimaryButton disabled={isStopping} onClick={onClickStop}>
             Stop it
diff --git a/src/webportal/src/app/job/job-view/fabric/task-attempt.jsx b/src/webportal/src/app/job/job-view/fabric/task-attempt.jsx
index fab668a1..afe91bb6 100644
--- a/src/webportal/src/app/job/job-view/fabric/task-attempt.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/task-attempt.jsx
@@ -16,11 +16,12 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 import React, { useEffect, useState } from 'react';
-import { Stack, ActionButton, Text } from 'office-ui-fabric-react';
-import ReactDOM from 'react-dom';
+import { Stack, ActionButton, Text } from '@fluentui/react';
+import { createRoot } from 'react-dom/client';
 import { isNil, capitalize } from 'lodash';
 import { DateTime, Interval } from 'luxon';
 
+import { Layout } from '../../../layout/layout';
 import { SpinnerLoading } from '../../../components/loading';
 import TaskAttemptList from './task-attempt/task-attempt-list';
 import { fetchTaskStatus } from './task-attempt/conn';
@@ -72,7 +73,7 @@ const TaskAttemptPage = () => {
     <div>
       {loading && <SpinnerLoading />}
       {!loading && (
-        <Stack styles={{ root: { margin: '30px' } }} gap='l1'>
+        <Stack styles={{ root: { margin: '30px' } }} tokens={{ childrenGap: 'l1' }}>
           <div>
             <ActionButton
               iconProps={{ iconName: 'revToggleKey' }}
@@ -83,40 +84,40 @@ const TaskAttemptPage = () => {
           </div>
           <Card style={{ padding: 10 }}>
             <Stack>
-              <Stack horizontal gap='m' padding='m'>
+              <Stack horizontal tokens={{ childrenGap: 'm', padding: 'm' }}>
                 <Text>Job Name:</Text>
                 <Text>{jobName}</Text>
               </Stack>
               <HorizontalLine />
-              <Stack horizontal gap='l1' padding='m'>
-                <Stack gap='m'>
+              <Stack horizontal tokens={{ childrenGap: 'l1', padding: 'm' }}>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Job Attempt Index</Text>
                   <Text>{jobAttemptIndex}</Text>
                 </Stack>
-                <Stack gap='m'>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task Role</Text>
                   <Text>{taskRoleName}</Text>
                 </Stack>
-                <Stack gap='m'>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task Index</Text>
                   <Text>{taskIndex}</Text>
                 </Stack>
-                <Stack gap='m'>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task Uid</Text>
                   <Text>{taskStatus.taskUid}</Text>
                 </Stack>
               </Stack>
               <HorizontalLine />
-              <Stack horizontal gap='l1' padding='m'>
-                <Stack gap='m'>
+              <Stack horizontal tokens={{ childrenGap: 'l1', padding: 'm' }}>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task State</Text>
                   <StatusBadge status={capitalize(taskStatus.taskState)} />
                 </Stack>
-                <Stack gap='m'>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task Retries</Text>
                   <Text>{taskStatus.retries}</Text>
                 </Stack>
-                <Stack gap='m'>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task Creation Time</Text>
                   <Text>
                     {isNil(taskStatus.createdTime)
@@ -126,7 +127,7 @@ const TaskAttemptPage = () => {
                         ).toLocaleString(DateTime.DATETIME_MED_WITH_SECONDS)}
                   </Text>
                 </Stack>
-                <Stack gap='m'>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task Duration</Text>
                   <Text>
                     {getDurationString(
@@ -137,7 +138,7 @@ const TaskAttemptPage = () => {
                     )}
                   </Text>
                 </Stack>
-                <Stack gap='m'>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task Running Start Time</Text>
                   <Text>
                     {isNil(taskStatus.launchedTime)
@@ -147,7 +148,7 @@ const TaskAttemptPage = () => {
                         ).toLocaleString(DateTime.DATETIME_MED_WITH_SECONDS)}
                   </Text>
                 </Stack>
-                <Stack gap='m'>
+                <Stack tokens={{ childrenGap: 'm' }}>
                   <Text>Task Running Duration</Text>
                   <Text>
                     {getDurationString(
@@ -170,7 +171,13 @@ const TaskAttemptPage = () => {
   );
 };
 
-ReactDOM.render(
-  <TaskAttemptPage />,
-  document.getElementById('content-wrapper'),
-);
+const TaskAttemptWithLayout = () => {
+  return <Layout><TaskAttemptPage /></Layout>;
+};
+
+const container = document.getElementById('wrapper');
+if (container && !container.hasAttribute('data-root-initialized')) {
+  container.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(container);
+  root.render(<TaskAttemptWithLayout />);
+}
diff --git a/src/webportal/src/app/job/job-view/fabric/task-attempt/conn.js b/src/webportal/src/app/job/job-view/fabric/task-attempt/conn.js
index 4d7ce54c..80f90a46 100644
--- a/src/webportal/src/app/job/job-view/fabric/task-attempt/conn.js
+++ b/src/webportal/src/app/job/job-view/fabric/task-attempt/conn.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 import { clearToken } from '../../../../user/user-logout/user-logout.component';
 import config from '../../../../config/webportal.config';
 import urljoin from 'url-join';
diff --git a/src/webportal/src/app/job/job-view/fabric/task-attempt/task-attempt-list.jsx b/src/webportal/src/app/job/job-view/fabric/task-attempt/task-attempt-list.jsx
index 9a1f936e..43863493 100644
--- a/src/webportal/src/app/job/job-view/fabric/task-attempt/task-attempt-list.jsx
+++ b/src/webportal/src/app/job/job-view/fabric/task-attempt/task-attempt-list.jsx
@@ -15,7 +15,7 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
-import { ColorClassNames, FontClassNames, getTheme } from '@uifabric/styling';
+import { ColorClassNames, FontClassNames, getTheme } from '@fluentui/react/lib/Styling';
 import c from 'classnames';
 import { capitalize, isEmpty, isNil, flatten } from 'lodash';
 import { DateTime, Interval } from 'luxon';
@@ -28,13 +28,13 @@ import {
   DialogFooter,
   Link,
   Icon,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import {
   DetailsList,
   SelectionMode,
   DetailsRow,
   DetailsListLayoutMode,
-} from 'office-ui-fabric-react/lib/DetailsList';
+} from '@fluentui/react/lib/DetailsList';
 import PropTypes from 'prop-types';
 import React from 'react';
 import yaml from 'js-yaml';
@@ -453,7 +453,7 @@ export default class TaskAttemptList extends React.Component {
           }
           minWidth='500px'
         >
-          <Stack gap='m'>
+          <Stack tokens={{ childrenGap: 'm' }}>
             <Text variant='xLarge'>All Logs:</Text>
             <LogDialogContent urls={fullLogUrls} logListUrl={logListUrl} />
           </Stack>
@@ -734,7 +734,7 @@ export default class TaskAttemptList extends React.Component {
                   // content
                   result.push('[Exit Spec]');
                   result.push('');
-                  result.push(yaml.safeDump(spec));
+                  result.push(yaml.dump(spec));
                   result.push('');
                 }
 
diff --git a/src/webportal/src/app/layout/components/alerts.jsx b/src/webportal/src/app/layout/components/alerts.jsx
index 8b61a39f..852f05ae 100644
--- a/src/webportal/src/app/layout/components/alerts.jsx
+++ b/src/webportal/src/app/layout/components/alerts.jsx
@@ -12,7 +12,7 @@ import {
   StackItem,
   Icon,
   IconFontSizes,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import React, { useCallback, useState, useEffect } from 'react';
 import { checkToken } from '../../user/user-auth/user-auth.component';
 import webportalConfig from '../../config/webportal.config';
diff --git a/src/webportal/src/app/layout/components/logo.jsx b/src/webportal/src/app/layout/components/logo.jsx
index f2c2f4be..7f5ddb2b 100644
--- a/src/webportal/src/app/layout/components/logo.jsx
+++ b/src/webportal/src/app/layout/components/logo.jsx
@@ -8,7 +8,7 @@ import {
   ColorClassNames,
   FontClassNames,
   FontWeights,
-} from '@uifabric/styling';
+} from '@fluentui/react/lib/Styling';
 
 import t from '../../components/tachyons.scss';
 
diff --git a/src/webportal/src/app/layout/components/navbar.jsx b/src/webportal/src/app/layout/components/navbar.jsx
index dca9b55a..e210864a 100644
--- a/src/webportal/src/app/layout/components/navbar.jsx
+++ b/src/webportal/src/app/layout/components/navbar.jsx
@@ -18,7 +18,7 @@ import {
   PersonaSize,
   getTheme,
   PersonaInitialsColor,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import { userLogout } from '../../user/user-logout/user-logout.component';
 import { NotificationButton } from './alerts';
diff --git a/src/webportal/src/app/layout/components/sidebar.jsx b/src/webportal/src/app/layout/components/sidebar.jsx
index 77f11159..d1e750ed 100644
--- a/src/webportal/src/app/layout/components/sidebar.jsx
+++ b/src/webportal/src/app/layout/components/sidebar.jsx
@@ -3,7 +3,7 @@
 
 import React, { useState, useEffect, useMemo } from 'react';
 import PropTypes from 'prop-types';
-import { Nav, ColorClassNames, getTheme, Icon } from 'office-ui-fabric-react';
+import { Nav, ColorClassNames, getTheme, Icon } from '@fluentui/react';
 import c from 'classnames';
 import cookies from 'js-cookie';
 import qs from 'querystring';
@@ -259,6 +259,9 @@ const Sidebar = ({ className, style }) => {
                     (window.location.href = `/plugin.html?index=${idx}`),
                   key: KEY_PLUGIN_PREFIX + idx,
                   icon: 'Puzzle',
+                  style: {
+                    display: isAdmin || !item.onlyadmin ? undefined : 'none',
+                  },
                 })),
               },
             ],
diff --git a/src/webportal/src/app/layout/layout.jsx b/src/webportal/src/app/layout/layout.jsx
index b345c69c..9e546ae7 100644
--- a/src/webportal/src/app/layout/layout.jsx
+++ b/src/webportal/src/app/layout/layout.jsx
@@ -14,33 +14,34 @@
 // NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
 import 'core-js/stable';
 import 'regenerator-runtime/runtime';
 import 'whatwg-fetch';
 import 'normalize.css/normalize.css';
 
 import React, { useState, useEffect } from 'react';
-import ReactDOM from 'react-dom';
+import { createRoot } from 'react-dom/client';
 import c from 'classnames';
-import { initializeIcons } from '@uifabric/icons';
-import { ColorClassNames } from '@uifabric/styling';
+import { ColorClassNames } from '@fluentui/react/lib/Styling';
 import { useMediaQuery } from 'react-responsive';
+import PropTypes from 'prop-types';
+import cookies from 'js-cookie';
 
 import Logo from './components/logo';
 import Navbar from './components/navbar';
 import Sidebar from './components/sidebar';
 import { initTheme, boxShadow } from '../components/theme';
 import { getUserRequest } from '../user/fabric/conn';
+import { initializeIconsOnce } from '../utils/icon-initializer';
 
 import t from '../components/tachyons.scss';
 
 initTheme();
-initializeIcons();
+initializeIconsOnce();
 
 const BREAKPOINT = 1200;
 
-const Layout = () => {
+const Layout = ({ children }) => {
   const [mobileShowSidebar, setMobileShowSidebar] = useState(false);
   const [userInfo, setUserInfo] = useState({});
 
@@ -92,10 +93,55 @@ const Layout = () => {
             t.overflowXAuto,
             ColorClassNames.neutralLighterBackground,
           )}
-        ></div>
+        >
+          {children}
+        </div>
       </div>
     </div>
   );
 };
 
-ReactDOM.render(<Layout />, document.getElementById('wrapper'));
+Layout.propTypes = {
+  children: PropTypes.node,
+};
+
+export { Layout };
+
+// Render the layout when this module is loaded as an entry point
+// Only auto-render if wrapper exists and hasn't been initialized yet
+if (typeof document !== 'undefined' && typeof window !== 'undefined') {
+  // Defer the initialization check to allow other modules to set their flags first
+  const initLayout = () => {
+    // Skip if already marked that someone else will initialize
+    if (window.__LAYOUT_INITIALIZED__) {
+      return;
+    }
+
+    const wrapper = document.getElementById('wrapper');
+    if (!wrapper) {
+      return;
+    }
+
+    // Check multiple conditions to avoid conflicts:
+    // 1. wrapper doesn't have data-root-initialized attribute (used by other pages)
+    // 2. wrapper has no children (hasn't been rendered yet)
+    // 3. wrapper doesn't have _reactRootContainer property (React compatibility)
+    if (
+      !wrapper.hasAttribute('data-root-initialized') &&
+      wrapper.childNodes.length === 0 &&
+      !wrapper._reactRootContainer
+    ) {
+      window.__LAYOUT_INITIALIZED__ = true;
+      const root = createRoot(wrapper);
+      root.render(<Layout />);
+    }
+  };
+
+  // Use setTimeout(0) to defer execution until after current script completes
+  // This allows importing modules to set their flags first
+  if (document.readyState === 'loading') {
+    document.addEventListener('DOMContentLoaded', () => setTimeout(initLayout, 0));
+  } else {
+    setTimeout(initLayout, 0);
+  }
+}
diff --git a/src/webportal/src/app/plugin/plugin.component.js b/src/webportal/src/app/plugin/plugin.component.js
index 03d4005b..b40039eb 100644
--- a/src/webportal/src/app/plugin/plugin.component.js
+++ b/src/webportal/src/app/plugin/plugin.component.js
@@ -14,7 +14,6 @@
 // NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
 require('@webcomponents/custom-elements');
 
 function loadScript(uri, callback) {
diff --git a/src/webportal/src/app/user/fabric/batch-register.jsx b/src/webportal/src/app/user/fabric/batch-register.jsx
index 99c45396..2ea1c85d 100644
--- a/src/webportal/src/app/user/fabric/batch-register.jsx
+++ b/src/webportal/src/app/user/fabric/batch-register.jsx
@@ -15,11 +15,24 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
+// Prevent layout.jsx from auto-initializing since we'll do it ourselves
+window.__LAYOUT_INITIALIZED__ = true;
+
 import React from 'react';
-import ReactDOM from 'react-dom';
+import { createRoot } from 'react-dom/client';
 
+import { Layout } from '../../layout/layout';
 import BatchRegister from './batchRegister';
 
-const contentWrapper = document.getElementById('content-wrapper');
+const App = () => (
+  <Layout>
+    <BatchRegister />
+  </Layout>
+);
 
-ReactDOM.render(<BatchRegister />, contentWrapper);
+const wrapper = document.getElementById('wrapper');
+if (wrapper && !wrapper.hasAttribute('data-root-initialized')) {
+  wrapper.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(wrapper);
+  root.render(<App />);
+}
diff --git a/src/webportal/src/app/user/fabric/batchRegister/BottomBar.jsx b/src/webportal/src/app/user/fabric/batchRegister/BottomBar.jsx
index 41a520d1..f752e821 100644
--- a/src/webportal/src/app/user/fabric/batchRegister/BottomBar.jsx
+++ b/src/webportal/src/app/user/fabric/batchRegister/BottomBar.jsx
@@ -17,7 +17,7 @@
 
 import React, { useContext } from 'react';
 
-import { PrimaryButton, CommandBar, getTheme } from 'office-ui-fabric-react';
+import { PrimaryButton, CommandBar, getTheme } from '@fluentui/react';
 
 import Context from './Context';
 
@@ -29,7 +29,7 @@ function BottomBar() {
   const buttonPrimaryStyles = { margin: spacing.l1 };
 
   /**
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getSubmit() {
     return {
diff --git a/src/webportal/src/app/user/fabric/batchRegister/Table.jsx b/src/webportal/src/app/user/fabric/batchRegister/Table.jsx
index ee58122b..a0460f33 100644
--- a/src/webportal/src/app/user/fabric/batchRegister/Table.jsx
+++ b/src/webportal/src/app/user/fabric/batchRegister/Table.jsx
@@ -23,7 +23,7 @@ import {
   TooltipHost,
   Dropdown,
   DefaultButton,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import c from 'classnames';
 import t from '../../../components/tachyons.scss';
@@ -41,7 +41,7 @@ export default function Table() {
 
   /**
    * username column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const usernameColumn = {
     key: 'username',
@@ -78,7 +78,7 @@ export default function Table() {
 
   /**
    * password column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const passwordColumn = {
     key: 'password',
@@ -109,7 +109,7 @@ export default function Table() {
 
   /**
    * email column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const emailColumn = {
     key: 'email',
@@ -143,7 +143,7 @@ export default function Table() {
 
   /**
    * admin column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const adminColumn = {
     key: 'admin',
@@ -155,7 +155,7 @@ export default function Table() {
     isResizable: true,
     onRender: userInfo => {
       /**
-       * @type {import('office-ui-fabric-react').IDropdownOption[]}
+       * @type {import('@fluentui/react').IDropdownOption[]}
        */
       const options = [
         { key: 'true', text: 'Yes' },
@@ -183,7 +183,7 @@ export default function Table() {
 
   /**
    * virtual cluster column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const virtualClusterColumn = {
     key: 'virtual cluster',
@@ -195,7 +195,7 @@ export default function Table() {
     isResizable: true,
     onRender: userInfo => {
       /**
-       * @type {import('office-ui-fabric-react').IDropdownOption[]}
+       * @type {import('@fluentui/react').IDropdownOption[]}
        */
       const options = virtualClusters.map(vc => {
         return { key: vc, text: vc };
@@ -235,7 +235,7 @@ export default function Table() {
 
   /**
    * status column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const statusColumn = {
     key: 'status',
@@ -268,7 +268,7 @@ export default function Table() {
 
   /**
    * action column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const actionColumn = {
     key: 'action',
diff --git a/src/webportal/src/app/user/fabric/batchRegister/TableTextField.jsx b/src/webportal/src/app/user/fabric/batchRegister/TableTextField.jsx
index 3b8529bb..58c9307d 100644
--- a/src/webportal/src/app/user/fabric/batchRegister/TableTextField.jsx
+++ b/src/webportal/src/app/user/fabric/batchRegister/TableTextField.jsx
@@ -22,8 +22,8 @@ import {
   Stack,
   IconButton,
   TooltipHost,
-} from 'office-ui-fabric-react';
-import { getTheme } from '@uifabric/styling';
+} from '@fluentui/react';
+import { getTheme } from '@fluentui/react/lib/Styling';
 
 import CustomPassword from '../components/CustomPassword';
 
diff --git a/src/webportal/src/app/user/fabric/batchRegister/TopBar.jsx b/src/webportal/src/app/user/fabric/batchRegister/TopBar.jsx
index 76e44f3a..4ddaff23 100644
--- a/src/webportal/src/app/user/fabric/batchRegister/TopBar.jsx
+++ b/src/webportal/src/app/user/fabric/batchRegister/TopBar.jsx
@@ -23,7 +23,7 @@ import {
   CommandBar,
   getTheme,
   ColorClassNames,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import Context from './Context';
 
@@ -36,7 +36,7 @@ function TopBar() {
     ColorClassNames.neutralQuaternaryBackground;
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnBrowse = {
     key: 'browse',
@@ -50,7 +50,7 @@ function TopBar() {
   };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnDownloadTemplate = {
     key: 'downloadTemplate',
@@ -64,7 +64,7 @@ function TopBar() {
   };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnAddNew = {
     key: 'addNew',
diff --git a/src/webportal/src/app/user/fabric/batchRegister/index.jsx b/src/webportal/src/app/user/fabric/batchRegister/index.jsx
index 04438e39..c89bd84e 100644
--- a/src/webportal/src/app/user/fabric/batchRegister/index.jsx
+++ b/src/webportal/src/app/user/fabric/batchRegister/index.jsx
@@ -17,7 +17,7 @@
 
 import React, { useState, useEffect } from 'react';
 
-import { Fabric, Stack, getTheme } from 'office-ui-fabric-react';
+import { Fabric, Stack, getTheme } from '@fluentui/react';
 import { isNil, countBy, findIndex } from 'lodash';
 
 import t from '../../../components/tachyons.scss';
@@ -316,16 +316,7 @@ export default function BatchRegister() {
   return (
     <Context.Provider value={context}>
       <Fabric className={t.h100}>
-        <Stack
-          verticalFill
-          styles={{
-            root: [
-              t.relative,
-              { padding: `${spacing.s1} ${spacing.l1} ${spacing.l1}` },
-            ],
-          }}
-          gap={spacing.s2}
-        >
+        <Stack verticalFill styles={{ root: [ t.relative, { padding: `${spacing.s1} ${spacing.l1} ${spacing.l1}` }, ], }} tokens={{ childrenGap: spacing.s2 }}>
           <Stack.Item>
             <BackButton />
           </Stack.Item>
diff --git a/src/webportal/src/app/user/fabric/components/Back.jsx b/src/webportal/src/app/user/fabric/components/Back.jsx
index 5c121ac5..7455fd85 100644
--- a/src/webportal/src/app/user/fabric/components/Back.jsx
+++ b/src/webportal/src/app/user/fabric/components/Back.jsx
@@ -16,7 +16,7 @@
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 import React from 'react';
-import { ActionButton } from 'office-ui-fabric-react/lib/Button';
+import { ActionButton } from '@fluentui/react/lib/Button';
 
 const BackButton = () => (
   <div>
diff --git a/src/webportal/src/app/user/fabric/components/CustomPassword.jsx b/src/webportal/src/app/user/fabric/components/CustomPassword.jsx
index 35afdbb5..3b42b4c0 100644
--- a/src/webportal/src/app/user/fabric/components/CustomPassword.jsx
+++ b/src/webportal/src/app/user/fabric/components/CustomPassword.jsx
@@ -24,7 +24,7 @@ import {
   DirectionalHint,
   DefaultButton,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 function CustomPassword(props) {
   const { onChange, onFocus, onBlur, componentRef, ...otherProps } = props;
diff --git a/src/webportal/src/app/user/fabric/components/MessageBox.jsx b/src/webportal/src/app/user/fabric/components/MessageBox.jsx
index b0b2d3b9..9b6dfa7f 100644
--- a/src/webportal/src/app/user/fabric/components/MessageBox.jsx
+++ b/src/webportal/src/app/user/fabric/components/MessageBox.jsx
@@ -18,7 +18,7 @@
 import React from 'react';
 import { PropTypes } from 'prop-types';
 
-import { Modal, MessageBar, MessageBarButton } from 'office-ui-fabric-react';
+import { Modal, MessageBar, MessageBarButton } from '@fluentui/react';
 
 import t from '../../../components/tachyons.scss';
 
diff --git a/src/webportal/src/app/user/fabric/user-profile.jsx b/src/webportal/src/app/user/fabric/user-profile.jsx
index 9c182030..015f2e33 100644
--- a/src/webportal/src/app/user/fabric/user-profile.jsx
+++ b/src/webportal/src/app/user/fabric/user-profile.jsx
@@ -3,11 +3,11 @@
 
 import c from 'classnames';
 import React, { useEffect, useState, useCallback } from 'react';
-import ReactDOM from 'react-dom';
+import { createRoot } from 'react-dom/client';
 import cookies from 'js-cookie';
 import PropTypes from 'prop-types';
-import { FontClassNames, FontWeights, getTheme } from '@uifabric/styling';
-import { DefaultButton } from 'office-ui-fabric-react';
+import { FontClassNames, FontWeights, getTheme } from '@fluentui/react/lib/Styling';
+import { DefaultButton } from '@fluentui/react';
 import { isEmpty, cloneDeep } from 'lodash';
 
 import Card from '../../components/card';
@@ -320,4 +320,20 @@ const UserProfile = () => {
   }
 };
 
-ReactDOM.render(<UserProfile />, document.getElementById('content-wrapper'));
+// Prevent layout.jsx from auto-initializing since we'll do it ourselves
+window.__LAYOUT_INITIALIZED__ = true;
+
+import { Layout } from '../../layout/layout';
+
+const App = () => (
+  <Layout>
+    <UserProfile />
+  </Layout>
+);
+
+const wrapper = document.getElementById('wrapper');
+if (wrapper && !wrapper.hasAttribute('data-root-initialized')) {
+  wrapper.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(wrapper);
+  root.render(<App />);
+}
diff --git a/src/webportal/src/app/user/fabric/user-profile/bounded-cluster-dialog.jsx b/src/webportal/src/app/user/fabric/user-profile/bounded-cluster-dialog.jsx
index f6a9f471..09fdd920 100644
--- a/src/webportal/src/app/user/fabric/user-profile/bounded-cluster-dialog.jsx
+++ b/src/webportal/src/app/user/fabric/user-profile/bounded-cluster-dialog.jsx
@@ -11,7 +11,7 @@ import {
   Dialog,
   DialogFooter,
   TextField,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import urljoin from 'url-join';
 import t from '../../../components/tachyons.scss';
 import Joi from 'joi-browser';
diff --git a/src/webportal/src/app/user/fabric/user-profile/bounded-cluster-list.jsx b/src/webportal/src/app/user/fabric/user-profile/bounded-cluster-list.jsx
index 9923714c..255c336c 100644
--- a/src/webportal/src/app/user/fabric/user-profile/bounded-cluster-list.jsx
+++ b/src/webportal/src/app/user/fabric/user-profile/bounded-cluster-list.jsx
@@ -14,7 +14,7 @@ import {
   DialogFooter,
   PrimaryButton,
   DefaultButton,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import t from '../../../components/tachyons.scss';
 import CopyButton from '../../../components/copy-button';
diff --git a/src/webportal/src/app/user/fabric/user-profile/header.jsx b/src/webportal/src/app/user/fabric/user-profile/header.jsx
index 6c37ba79..fffd72d7 100644
--- a/src/webportal/src/app/user/fabric/user-profile/header.jsx
+++ b/src/webportal/src/app/user/fabric/user-profile/header.jsx
@@ -20,7 +20,7 @@ import PropTypes from 'prop-types';
 
 import c from 'classnames';
 import { isEmpty } from 'lodash';
-import { FontClassNames, FontWeights } from '@uifabric/styling';
+import { FontClassNames, FontWeights } from '@fluentui/react/lib/Styling';
 import {
   DefaultButton,
   PrimaryButton,
@@ -30,7 +30,7 @@ import {
   TextField,
   Icon,
   TooltipHost,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import config from '../../../config/webportal.config';
 import { checkEmail, checkPassword } from '../utils';
diff --git a/src/webportal/src/app/user/fabric/user-profile/ssh-list-dialog.jsx b/src/webportal/src/app/user/fabric/user-profile/ssh-list-dialog.jsx
index d2084e4b..12e33091 100644
--- a/src/webportal/src/app/user/fabric/user-profile/ssh-list-dialog.jsx
+++ b/src/webportal/src/app/user/fabric/user-profile/ssh-list-dialog.jsx
@@ -11,19 +11,60 @@ import {
   Dialog,
   DialogFooter,
   TextField,
-} from 'office-ui-fabric-react';
-import sshpk from 'sshpk';
+} from '@fluentui/react';
 
 import t from '../../../components/tachyons.scss';
 
+/**
+ * Validates SSH public key format
+ * Supports: ssh-rsa, ssh-ed25519, ecdsa-sha2-nistp256, ecdsa-sha2-nistp384, ecdsa-sha2-nistp521
+ */
 const validateSSHPublicKey = keyString => {
   try {
-    const key = sshpk.parseKey(keyString, 'ssh');
-    if (sshpk.Key.isKey(key)) {
-      return true;
-    } else {
+    const trimmed = keyString.trim();
+    if (!trimmed) {
+      return false;
+    }
+
+    // SSH public key format: <algorithm> <base64-encoded-key> [comment]
+    const parts = trimmed.split(/\s+/);
+
+    // Must have at least algorithm and key
+    if (parts.length < 2) {
       return false;
     }
+
+    const algorithm = parts[0];
+    const keyData = parts[1];
+
+    // Check for valid algorithm
+    const validAlgorithms = [
+      'ssh-rsa',
+      'ssh-ed25519',
+      'ecdsa-sha2-nistp256',
+      'ecdsa-sha2-nistp384',
+      'ecdsa-sha2-nistp521',
+      'ssh-dss',
+    ];
+
+    if (!validAlgorithms.includes(algorithm)) {
+      return false;
+    }
+
+    // Validate base64 format
+    const base64Regex = /^[A-Za-z0-9+/]+=*$/;
+    if (!base64Regex.test(keyData)) {
+      return false;
+    }
+
+    // Try to decode base64 to ensure it's valid
+    try {
+      atob(keyData);
+    } catch (e) {
+      return false;
+    }
+
+    return true;
   } catch (error) {
     return false;
   }
diff --git a/src/webportal/src/app/user/fabric/user-profile/ssh-list.jsx b/src/webportal/src/app/user/fabric/user-profile/ssh-list.jsx
index 9446833a..988b3f30 100644
--- a/src/webportal/src/app/user/fabric/user-profile/ssh-list.jsx
+++ b/src/webportal/src/app/user/fabric/user-profile/ssh-list.jsx
@@ -14,7 +14,7 @@ import {
   DialogFooter,
   PrimaryButton,
   DefaultButton,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import t from '../../../components/tachyons.scss';
 import CopyButton from '../../../components/copy-button';
diff --git a/src/webportal/src/app/user/fabric/user-profile/storage-list.jsx b/src/webportal/src/app/user/fabric/user-profile/storage-list.jsx
index fd0f445b..c12c8de8 100644
--- a/src/webportal/src/app/user/fabric/user-profile/storage-list.jsx
+++ b/src/webportal/src/app/user/fabric/user-profile/storage-list.jsx
@@ -8,7 +8,7 @@ import {
   DetailsListLayoutMode,
   SelectionMode,
   FontClassNames,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 function normalizePath(path) {
   if (path.startsWith('/')) {
diff --git a/src/webportal/src/app/user/fabric/user-profile/token-list.jsx b/src/webportal/src/app/user/fabric/user-profile/token-list.jsx
index a0faea0c..7d3ed87b 100644
--- a/src/webportal/src/app/user/fabric/user-profile/token-list.jsx
+++ b/src/webportal/src/app/user/fabric/user-profile/token-list.jsx
@@ -30,12 +30,12 @@ import {
   DialogFooter,
   PrimaryButton,
   DefaultButton,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import t from '../../../components/tachyons.scss';
 import CopyButton from '../../../components/copy-button';
 
-const TokenList = ({ tokens, onRevoke }) => {
+const TokenList = ({ tokens = [], onRevoke }) => {
   const [processing, setProcessing] = useState(false);
   const [revokeToken, setRevokeToken] = useState(null);
 
@@ -177,10 +177,6 @@ const TokenList = ({ tokens, onRevoke }) => {
   );
 };
 
-TokenList.defaultProps = {
-  tokens: [],
-};
-
 TokenList.propTypes = {
   tokens: PropTypes.arrayOf(PropTypes.string),
   onRevoke: PropTypes.func.isRequired,
diff --git a/src/webportal/src/app/user/fabric/user-view.jsx b/src/webportal/src/app/user/fabric/user-view.jsx
index 4d6fbdd6..9ae9b2a5 100644
--- a/src/webportal/src/app/user/fabric/user-view.jsx
+++ b/src/webportal/src/app/user/fabric/user-view.jsx
@@ -15,11 +15,24 @@
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
+// Prevent layout.jsx from auto-initializing since we'll do it ourselves
+window.__LAYOUT_INITIALIZED__ = true;
+
 import React from 'react';
-import ReactDOM from 'react-dom';
+import { createRoot } from 'react-dom/client';
 
+import { Layout } from '../../layout/layout';
 import UserView from './userView';
 
-const contentWrapper = document.getElementById('content-wrapper');
+const App = () => (
+  <Layout>
+    <UserView />
+  </Layout>
+);
 
-ReactDOM.render(<UserView />, contentWrapper);
+const wrapper = document.getElementById('wrapper');
+if (wrapper && !wrapper.hasAttribute('data-root-initialized')) {
+  wrapper.setAttribute('data-root-initialized', 'true');
+  const root = createRoot(wrapper);
+  root.render(<App />);
+}
diff --git a/src/webportal/src/app/user/fabric/userView/BatchPasswordEditor.jsx b/src/webportal/src/app/user/fabric/userView/BatchPasswordEditor.jsx
index 8d291a57..fb0413af 100644
--- a/src/webportal/src/app/user/fabric/userView/BatchPasswordEditor.jsx
+++ b/src/webportal/src/app/user/fabric/userView/BatchPasswordEditor.jsx
@@ -25,7 +25,7 @@ import {
   StackItem,
   mergeStyles,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import c from 'classnames';
 import t from '../../../components/tachyons.scss';
@@ -128,7 +128,7 @@ export default function BatchPasswordEditor({ isOpen = false, hide }) {
               marginRight: 'auto',
             }}
           >
-            <Stack horizontal={true} horizontalAlign='center' gap={spacing.s1}>
+            <Stack horizontal={true} horizontalAlign='center' tokens={{ childrenGap: spacing.s1 }}>
               <StackItem>
                 <PrimaryButton type='submit' disabled={lock} autoFocus>
                   Save
diff --git a/src/webportal/src/app/user/fabric/userView/BatchVirtualClustersEditor.jsx b/src/webportal/src/app/user/fabric/userView/BatchVirtualClustersEditor.jsx
index f6a23b04..ab4d4fd6 100644
--- a/src/webportal/src/app/user/fabric/userView/BatchVirtualClustersEditor.jsx
+++ b/src/webportal/src/app/user/fabric/userView/BatchVirtualClustersEditor.jsx
@@ -26,7 +26,7 @@ import {
   Dropdown,
   mergeStyles,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import c from 'classnames';
 import t from '../../../components/tachyons.scss';
@@ -95,7 +95,7 @@ export default function BatchVirtualClustersEditor({ isOpen = false, hide }) {
   const tdLabelStyle = c(tdPaddingStyle, t.tr);
 
   /**
-   * @type {import('office-ui-fabric-react').IDropdownOption[]}
+   * @type {import('@fluentui/react').IDropdownOption[]}
    */
   const vcsOptions = allVCs.map(vc => {
     return { key: vc, text: vc };
@@ -139,7 +139,7 @@ export default function BatchVirtualClustersEditor({ isOpen = false, hide }) {
               marginRight: 'auto',
             }}
           >
-            <Stack horizontal={true} horizontalAlign='center' gap={spacing.s1}>
+            <Stack horizontal={true} horizontalAlign='center' tokens={{ childrenGap: spacing.s1 }}>
               <StackItem>
                 <PrimaryButton type='submit' disabled={lock}>
                   Save
diff --git a/src/webportal/src/app/user/fabric/userView/Paginator.jsx b/src/webportal/src/app/user/fabric/userView/Paginator.jsx
index 5761c101..e4e249cd 100644
--- a/src/webportal/src/app/user/fabric/userView/Paginator.jsx
+++ b/src/webportal/src/app/user/fabric/userView/Paginator.jsx
@@ -17,7 +17,7 @@
 
 import React, { useContext } from 'react';
 
-import { CommandBar } from 'office-ui-fabric-react';
+import { CommandBar } from '@fluentui/react';
 
 import Context from './Context';
 import Pagination from './Pagination';
@@ -30,10 +30,10 @@ export default function Paginator() {
   const start = itemsPerPage * pageIndex + 1;
   const end = Math.min(itemsPerPage * (pageIndex + 1), length);
 
-  /** @type {import('office-ui-fabric-react').ICommandBarItemProps[]} */
+  /** @type {import('@fluentui/react').ICommandBarItemProps[]} */
   const farItems = [];
 
-  /** @type {import('office-ui-fabric-react').IButtonStyles} */
+  /** @type {import('@fluentui/react').IButtonStyles} */
   const buttonStyles = {
     root: { backgroundColor: 'white' },
     rootDisabled: { backgroundColor: 'white' },
@@ -79,7 +79,7 @@ export default function Paginator() {
 
   /**
    * @param {number} page
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getPageButton(page) {
     return {
diff --git a/src/webportal/src/app/user/fabric/userView/Table.jsx b/src/webportal/src/app/user/fabric/userView/Table.jsx
index e907fa34..e25f44ca 100644
--- a/src/webportal/src/app/user/fabric/userView/Table.jsx
+++ b/src/webportal/src/app/user/fabric/userView/Table.jsx
@@ -25,7 +25,7 @@ import {
   DefaultButton,
   mergeStyles,
   TooltipHost,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 
 import c from 'classnames';
 import t from '../../../components/tachyons.scss';
@@ -49,7 +49,7 @@ export default function Table() {
     getSelectedUsers,
   } = useContext(Context);
   /**
-   * @type {import('office-ui-fabric-react').Selection}
+   * @type {import('@fluentui/react').Selection}
    */
   const selection = useMemo(() => {
     return new Selection({
@@ -62,7 +62,7 @@ export default function Table() {
 
   /**
    * @param {React.MouseEvent<HTMLElement>} event
-   * @param {import('office-ui-fabric-react').IColumn} column
+   * @param {import('@fluentui/react').IColumn} column
    */
   function onColumnClick(event, column) {
     const { field, descending } = ordering;
@@ -78,7 +78,7 @@ export default function Table() {
   }
 
   /**
-   * @param {import('office-ui-fabric-react').IColumn} column
+   * @param {import('@fluentui/react').IColumn} column
    */
   function applySortProps(column) {
     column.isSorted = ordering.field === column.key;
@@ -88,7 +88,7 @@ export default function Table() {
   }
 
   /**
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const usernameColumn = applySortProps({
     key: 'username',
@@ -139,7 +139,7 @@ export default function Table() {
 
   /**
    * actions column
-   * @type {import('office-ui-fabric-react').IColumn}
+   * @type {import('@fluentui/react').IColumn}
    */
   const actionsColumn = {
     key: 'actions',
diff --git a/src/webportal/src/app/user/fabric/userView/TopBar.jsx b/src/webportal/src/app/user/fabric/userView/TopBar.jsx
index 832d1549..b73955fd 100644
--- a/src/webportal/src/app/user/fabric/userView/TopBar.jsx
+++ b/src/webportal/src/app/user/fabric/userView/TopBar.jsx
@@ -25,7 +25,7 @@ import {
   ColorClassNames,
   getTheme,
   TooltipHost,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import { PropTypes } from 'prop-types';
 import { findIndex } from 'lodash';
 
@@ -99,7 +99,7 @@ function TopBar() {
   const transparentStyles = { root: { background: 'transparent' } };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnAddUser = {
     key: 'addUser',
@@ -112,7 +112,7 @@ function TopBar() {
   };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnCreateBulkUsers = {
     key: 'createBulkUsers',
@@ -126,7 +126,7 @@ function TopBar() {
 
   /**
    * btn remove
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnRemove = {
     key: 'remove',
@@ -157,7 +157,7 @@ function TopBar() {
   };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnEdit = {
     key: 'edit',
@@ -172,7 +172,7 @@ function TopBar() {
   };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnBatchEditPassword = {
     key: 'batchEditPassword',
@@ -186,7 +186,7 @@ function TopBar() {
 
   /**
    * btnBatchEditVirtualClusters
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnBatchEditVirtualClusters = {
     key: 'BatchEditVirtualClusters',
@@ -217,7 +217,7 @@ function TopBar() {
   };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnRefresh = {
     key: 'refresh',
@@ -230,7 +230,7 @@ function TopBar() {
   };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const inputKeyword = {
     key: 'keyword',
@@ -239,7 +239,7 @@ function TopBar() {
 
   /**
    * btnFilters
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnFilters = {
     key: 'filters',
@@ -264,7 +264,7 @@ function TopBar() {
   };
 
   /**
-   * @type {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @type {import('@fluentui/react').ICommandBarItemProps}
    */
   const btnClear = {
     key: 'clear',
@@ -281,12 +281,12 @@ function TopBar() {
   };
 
   /**
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getBtnAdmin() {
     /**
      * @param {React.SyntheticEvent} event
-     * @param {import('office-ui-fabric-react').IContextualMenuItem} item
+     * @param {import('@fluentui/react').IContextualMenuItem} item
      */
     function onClick(event, { key, checked }) {
       event.preventDefault();
@@ -312,7 +312,7 @@ function TopBar() {
     /**
      * @param {string} key
      * @param {string} text
-     * @returns {import('office-ui-fabric-react').IContextualMenuItem}
+     * @returns {import('@fluentui/react').IContextualMenuItem}
      */
     function getItem(key) {
       return {
@@ -349,12 +349,12 @@ function TopBar() {
   }
 
   /**
-   * @returns {import('office-ui-fabric-react').ICommandBarItemProps}
+   * @returns {import('@fluentui/react').ICommandBarItemProps}
    */
   function getBtnVirtualCluster() {
     /**
      * @param {React.SyntheticEvent} event
-     * @param {import('office-ui-fabric-react').IContextualMenuItem} item
+     * @param {import('@fluentui/react').IContextualMenuItem} item
      */
     function onClick(event, { key, checked }) {
       event.preventDefault();
@@ -380,7 +380,7 @@ function TopBar() {
     /**
      * @param {string} key
      * @param {string} text
-     * @returns {import('office-ui-fabric-react').IContextualMenuItem}
+     * @returns {import('@fluentui/react').IContextualMenuItem}
      */
     function getItem(key) {
       return {
diff --git a/src/webportal/src/app/user/fabric/userView/UserEditor.jsx b/src/webportal/src/app/user/fabric/userView/UserEditor.jsx
index 4ce9fb31..d915d892 100644
--- a/src/webportal/src/app/user/fabric/userView/UserEditor.jsx
+++ b/src/webportal/src/app/user/fabric/userView/UserEditor.jsx
@@ -28,7 +28,7 @@ import {
   Dropdown,
   mergeStyles,
   getTheme,
-} from 'office-ui-fabric-react';
+} from '@fluentui/react';
 import PropTypes from 'prop-types';
 import { isEmpty, isEqual } from 'lodash';
 import c from 'classnames';
@@ -230,7 +230,7 @@ export default function UserEditor({
   const tdLabelStyle = c(tdPaddingStyle, t.tr, t.vTop);
 
   /**
-   * @type {import('office-ui-fabric-react').IDropdownOption[]}
+   * @type {import('@fluentui/react').IDropdownOption[]}
    */
   const vcsOptions = allVCs.map(vc => {
     if (vc === 'default') return { key: vc, text: vc, disabled: true };
@@ -307,7 +307,7 @@ export default function UserEditor({
                 <tr>
                   <td className={tdLabelStyle}>Admin user</td>
                   <td className={tdPaddingStyle}>
-                    <Stack horizontal={true} gap={spacing.m}>
+                    <Stack horizontal={true} tokens={{ childrenGap: spacing.m }}>
                       <StackItem>
                         <Checkbox
                           componentRef={adminRef}
@@ -333,7 +333,7 @@ export default function UserEditor({
               marginRight: 'auto',
             }}
           >
-            <Stack horizontal={true} horizontalAlign='center' gap={spacing.s1}>
+            <Stack horizontal={true} horizontalAlign='center' tokens={{ childrenGap: spacing.s1 }}>
               <StackItem>
                 <PrimaryButton type='submit' disabled={lock} autoFocus>
                   {isCreate ? 'Add' : 'Save'}
diff --git a/src/webportal/src/app/user/fabric/userView/index.jsx b/src/webportal/src/app/user/fabric/userView/index.jsx
index 47ca3476..689254b2 100644
--- a/src/webportal/src/app/user/fabric/userView/index.jsx
+++ b/src/webportal/src/app/user/fabric/userView/index.jsx
@@ -17,7 +17,7 @@
 
 import React, { useState, useEffect, useMemo, useRef } from 'react';
 
-import { Fabric, Stack, getTheme } from 'office-ui-fabric-react';
+import { Fabric, Stack, getTheme } from '@fluentui/react';
 import { debounce, findIndex } from 'lodash';
 
 import { MaskSpinnerLoading } from '../../../components/loading';
diff --git a/src/webportal/src/app/user/user-auth/user-auth.component.js b/src/webportal/src/app/user/user-auth/user-auth.component.js
index 69fac66b..41736137 100644
--- a/src/webportal/src/app/user/user-auth/user-auth.component.js
+++ b/src/webportal/src/app/user/user-auth/user-auth.component.js
@@ -14,7 +14,6 @@
 // NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
 // DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
 const { clearToken } = require('../user-logout/user-logout.component.js');
 
 const checkToken = (callback, redirectToLogin = true) => {
diff --git a/src/webportal/src/app/user/user-logout/user-logout.component.js b/src/webportal/src/app/user/user-logout/user-logout.component.js
index fc4b5edd..0224a9fa 100644
--- a/src/webportal/src/app/user/user-logout/user-logout.component.js
+++ b/src/webportal/src/app/user/user-logout/user-logout.component.js
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation.
 // Licensed under the MIT License.
-
 const { PAIV2 } = require('@microsoft/openpai-js-sdk');
 const querystring = require('querystring');
 const webportalConfig = require('../../config/webportal.config.js');
diff --git a/src/webportal/src/app/utils/icon-initializer.js b/src/webportal/src/app/utils/icon-initializer.js
new file mode 100644
index 00000000..431d57b5
--- /dev/null
+++ b/src/webportal/src/app/utils/icon-initializer.js
@@ -0,0 +1,41 @@
+// Copyright (c) Microsoft Corporation
+// All rights reserved.
+//
+// MIT License
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
+// documentation files (the "Software"), to deal in the Software without restriction, including without limitation
+// the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
+// to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+// The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING
+// BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import { initializeIcons as fluentInitializeIcons } from '@fluentui/react/lib/Icons';
+
+// Global flag to ensure icons are only initialized once
+const ICONS_INITIALIZED_KEY = '__FLUENT_ICONS_INITIALIZED__';
+
+/**
+ * Initialize Fluent UI icons once globally
+ * This wrapper ensures initializeIcons is only called once across the entire application
+ * to prevent duplicate icon registration warnings
+ */
+export function initializeIconsOnce() {
+  // Check if icons have already been initialized
+  if (typeof window !== 'undefined' && window[ICONS_INITIALIZED_KEY]) {
+    return;
+  }
+
+  // Mark as initialized before calling to prevent race conditions
+  if (typeof window !== 'undefined') {
+    window[ICONS_INITIALIZED_KEY] = true;
+  }
+
+  // Initialize all Fluent UI MDL2 icons
+  fluentInitializeIcons();
+}
diff --git a/src/webportal/src/app/vc/vc.component.js b/src/webportal/src/app/vc/vc.component.js
index af62ac96..43813501 100644
--- a/src/webportal/src/app/vc/vc.component.js
+++ b/src/webportal/src/app/vc/vc.component.js
@@ -1,8 +1,10 @@
+// Copyright (c) Microsoft Corporation.
+// Licensed under the MIT License.
 require('bootstrap');
-require('admin-lte/dist/css/AdminLTE.min.css');
+require('admin-lte/dist/css/adminlte.min.css');
 require('bootstrap/dist/css/bootstrap.css');
-require('font-awesome/css/font-awesome.min.css');
-require('datatables.net/js/jquery.dataTables.js');
+require('@fortawesome/fontawesome-free/css/all.min.css');
+require('datatables.net');
 require('datatables.net-bs/js/dataTables.bootstrap.js');
 require('datatables.net-bs/css/dataTables.bootstrap.css');
 require('datatables.net-plugins/sorting/natural.js');
diff --git a/src/webportal/src/assets/img/job-wizard-distributed.svg b/src/webportal/src/assets/img/job-wizard-distributed.svg
index d5b9b1ea..f67ea31f 100644
--- a/src/webportal/src/assets/img/job-wizard-distributed.svg
+++ b/src/webportal/src/assets/img/job-wizard-distributed.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 75 71" stroke-width="4" stroke="black">
+<svg xmlns="http://www.w3.org/2000/svg" width="75" height="71" viewBox="0 0 75 71" stroke-width="4" stroke="black">
   <rect fill="none" x="55" y="2" width="18" height="18" />
   <rect fill="none" x="55" y="50" width="18" height="18" />
   <rect fill="none" x="2" y="26" width="18" height="18" />
diff --git a/src/webportal/src/assets/img/job-wizard-single.svg b/src/webportal/src/assets/img/job-wizard-single.svg
index afedeba5..d27920b3 100644
--- a/src/webportal/src/assets/img/job-wizard-single.svg
+++ b/src/webportal/src/assets/img/job-wizard-single.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 50 76" stroke-width="4" stroke='black'>
+<svg xmlns="http://www.w3.org/2000/svg" width="50" height="76" viewBox="0 0 50 76" stroke-width="4" stroke="black">
   <rect fill="none" x="6" y="2.5" width="38" height="71" />
   <line x1="12.5" y1="14" x2="37.5" y2="14" />
   <line x1="12.5" y1="52" x2="37.5" y2="52" />
diff --git a/src/webportal/yarn.lock b/src/webportal/yarn.lock
deleted file mode 100644
index 83059320..00000000
--- a/src/webportal/yarn.lock
+++ /dev/null
@@ -1,11442 +0,0 @@
-# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
-# yarn lockfile v1
-
-
-"@apidevtools/json-schema-ref-parser@^8.0.0":
-  version "8.0.0"
-  resolved "https://registry.yarnpkg.com/@apidevtools/json-schema-ref-parser/-/json-schema-ref-parser-8.0.0.tgz#9eb749499b3f8d919e90bb141e4b6f67aee4692d"
-  integrity sha512-n4YBtwQhdpLto1BaUCyAeflizmIbaloGShsPyRtFf5qdFJxfssj+GgLavczgKJFa3Bq+3St2CKcpRJdjtB4EBw==
-  dependencies:
-    "@jsdevtools/ono" "^7.1.0"
-    call-me-maybe "^1.0.1"
-    js-yaml "^3.13.1"
-
-"@apidevtools/openapi-schemas@^2.0.2":
-  version "2.0.3"
-  resolved "https://registry.yarnpkg.com/@apidevtools/openapi-schemas/-/openapi-schemas-2.0.3.tgz#c21f198b445bc8b8a90cd4f97534b96deefdfcb4"
-  integrity sha512-QoPaxGXfgqgGpK1p21FJ400z56hV681a8DOcZt3J5z0WIHgFeaIZ4+6bX5ATqmOoCpRCsH4ITEwKaOyFMz7wOA==
-
-"@apidevtools/swagger-methods@^3.0.0":
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/@apidevtools/swagger-methods/-/swagger-methods-3.0.1.tgz#cf3b1c6b92f811d3f14d51645d277fb54ddd5211"
-  integrity sha512-1Vlm18XYW6Yg7uHunroXeunWz5FShPFAdxBbPy8H6niB2Elz9QQsCoYHMbcc11EL1pTxaIr9HXz2An/mHXlX1Q==
-
-"@apidevtools/swagger-parser@^9.0.1":
-  version "9.0.1"
-  resolved "https://registry.yarnpkg.com/@apidevtools/swagger-parser/-/swagger-parser-9.0.1.tgz#592e39dc412452ac4b34507a765e4d74ff6eda14"
-  integrity sha512-Irqybg4dQrcHhZcxJc/UM4vO7Ksoj1Id5e+K94XUOzllqX1n47HEA50EKiXTCQbykxuJ4cYGIivjx/MRSTC5OA==
-  dependencies:
-    "@apidevtools/json-schema-ref-parser" "^8.0.0"
-    "@apidevtools/openapi-schemas" "^2.0.2"
-    "@apidevtools/swagger-methods" "^3.0.0"
-    "@jsdevtools/ono" "^7.1.0"
-    call-me-maybe "^1.0.1"
-    openapi-types "^1.3.5"
-    z-schema "^4.2.2"
-
-"@azure/abort-controller@^1.0.0":
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/@azure/abort-controller/-/abort-controller-1.0.1.tgz#8510935b25ac051e58920300e9d7b511ca6e656a"
-  integrity sha512-wP2Jw6uPp8DEDy0n4KNidvwzDjyVV2xnycEIq7nPzj1rHyb/r+t3OPeNT1INZePP2wy5ZqlwyuyOMTi0ePyY1A==
-  dependencies:
-    tslib "^1.9.3"
-
-"@azure/core-asynciterator-polyfill@^1.0.0":
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/@azure/core-asynciterator-polyfill/-/core-asynciterator-polyfill-1.0.0.tgz#dcccebb88406e5c76e0e1d52e8cc4c43a68b3ee7"
-  integrity sha512-kmv8CGrPfN9SwMwrkiBK9VTQYxdFQEGe0BmQk+M8io56P9KNzpAxcWE/1fxJj7uouwN4kXF0BHW8DNlgx+wtCg==
-
-"@azure/core-auth@^1.1.2":
-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/@azure/core-auth/-/core-auth-1.1.2.tgz#0e47dbe3f799a698d61535f92d1b7ec956c14360"
-  integrity sha512-IUbP/f3v96dpHgXUwsAjUwDzjlUjawyUhWhGKKB6Qxy+iqppC/pVBPyc6kdpyTe7H30HN+4H3f0lar7Wp9Hx6A==
-  dependencies:
-    "@azure/abort-controller" "^1.0.0"
-    "@azure/core-tracing" "1.0.0-preview.8"
-    "@opentelemetry/api" "^0.6.1"
-    tslib "^1.10.0"
-
-"@azure/core-http@^1.1.1":
-  version "1.1.3"
-  resolved "https://registry.yarnpkg.com/@azure/core-http/-/core-http-1.1.3.tgz#8cdff20e3ce65dbe726bfdd46889c30fc2e07c6d"
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-  dependencies:
-    "@azure/abort-controller" "^1.0.0"
-    "@azure/core-auth" "^1.1.2"
-    "@azure/core-tracing" "1.0.0-preview.8"
-    "@azure/logger" "^1.0.0"
-    "@opentelemetry/api" "^0.6.1"
-    "@types/node-fetch" "^2.5.0"
-    "@types/tunnel" "^0.0.1"
-    form-data "^3.0.0"
-    node-fetch "^2.6.0"
-    process "^0.11.10"
-    tough-cookie "^4.0.0"
-    tslib "^1.10.0"
-    tunnel "^0.0.6"
-    uuid "^8.1.0"
-    xml2js "^0.4.19"
-
-"@azure/core-lro@^1.0.2":
-  version "1.0.2"
-  resolved "https://registry.yarnpkg.com/@azure/core-lro/-/core-lro-1.0.2.tgz#b7b51ff7b84910b7eb152a706b0531d020864f31"
-  integrity sha512-Yr0JD7GKryOmbcb5wHCQoQ4KCcH5QJWRNorofid+UvudLaxnbCfvKh/cUfQsGUqRjO9L/Bw4X7FP824DcHdMxw==
-  dependencies:
-    "@azure/abort-controller" "^1.0.0"
-    "@azure/core-http" "^1.1.1"
-    events "^3.0.0"
-    tslib "^1.10.0"
-
-"@azure/core-paging@^1.1.1":
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/@azure/core-paging/-/core-paging-1.1.1.tgz#9639d2d5b6631d481d81040504e0e26c003f47b1"
-  integrity sha512-hqEJBEGKan4YdOaL9ZG/GRG6PXaFd/Wb3SSjQW4LWotZzgl6xqG00h6wmkrpd2NNkbBkD1erLHBO3lPHApv+iQ==
-  dependencies:
-    "@azure/core-asynciterator-polyfill" "^1.0.0"
-
-"@azure/core-tracing@1.0.0-preview.8":
-  version "1.0.0-preview.8"
-  resolved "https://registry.yarnpkg.com/@azure/core-tracing/-/core-tracing-1.0.0-preview.8.tgz#1e0ff857e855edb774ffd33476003c27b5bb2705"
-  integrity sha512-ZKUpCd7Dlyfn7bdc+/zC/sf0aRIaNQMDuSj2RhYRFe3p70hVAnYGp3TX4cnG2yoEALp/LTj/XnZGQ8Xzf6Ja/Q==
-  dependencies:
-    "@opencensus/web-types" "0.0.7"
-    "@opentelemetry/api" "^0.6.1"
-    tslib "^1.10.0"
-
-"@azure/logger@^1.0.0":
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-    cssnano-preset-default "^4.0.8"
-    is-resolvable "^1.0.0"
-    postcss "^7.0.0"
-
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-  resolved "https://registry.yarnpkg.com/csso/-/csso-3.5.1.tgz#7b9eb8be61628973c1b261e169d2f024008e758b"
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-  version "4.0.2"
-  resolved "https://registry.yarnpkg.com/csso/-/csso-4.0.2.tgz#e5f81ab3a56b8eefb7f0092ce7279329f454de3d"
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-    css-tree "1.0.0-alpha.37"
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-  version "2.6.5"
-  resolved "https://registry.yarnpkg.com/csstype/-/csstype-2.6.5.tgz#1cd1dff742ebf4d7c991470ae71e12bb6751e034"
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-    d3-drag "1"
-    d3-interpolate "1"
-    d3-selection "1"
-    d3-transition "1"
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-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/d3-chord/-/d3-chord-1.0.6.tgz#309157e3f2db2c752f0280fedd35f2067ccbb15f"
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-  resolved "https://registry.yarnpkg.com/d3-collection/-/d3-collection-1.0.7.tgz#349bd2aa9977db071091c13144d5e4f16b5b310e"
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-  resolved "https://registry.yarnpkg.com/d3-contour/-/d3-contour-1.3.2.tgz#652aacd500d2264cb3423cee10db69f6f59bead3"
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-    iconv-lite "0.4"
-    rw "1"
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-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/d3-ease/-/d3-ease-1.0.5.tgz#8ce59276d81241b1b72042d6af2d40e76d936ffb"
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-  resolved "https://registry.yarnpkg.com/d3-fetch/-/d3-fetch-1.1.2.tgz#957c8fbc6d4480599ba191b1b2518bf86b3e1be2"
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-  version "1.2.1"
-  resolved "https://registry.yarnpkg.com/d3-force/-/d3-force-1.2.1.tgz#fd29a5d1ff181c9e7f0669e4bd72bdb0e914ec0b"
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-    d3-quadtree "1"
-    d3-timer "1"
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-  version "1.3.2"
-  resolved "https://registry.yarnpkg.com/d3-format/-/d3-format-1.3.2.tgz#6a96b5e31bcb98122a30863f7d92365c00603562"
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-  version "1.11.6"
-  resolved "https://registry.yarnpkg.com/d3-geo/-/d3-geo-1.11.6.tgz#134f2ef035ff75a448075fafdea92702a2e0e0cf"
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-  version "1.1.8"
-  resolved "https://registry.yarnpkg.com/d3-hierarchy/-/d3-hierarchy-1.1.8.tgz#7a6317bd3ed24e324641b6f1e76e978836b008cc"
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-  version "1.3.2"
-  resolved "https://registry.yarnpkg.com/d3-interpolate/-/d3-interpolate-1.3.2.tgz#417d3ebdeb4bc4efcc8fd4361c55e4040211fd68"
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-  version "1.0.7"
-  resolved "https://registry.yarnpkg.com/d3-path/-/d3-path-1.0.7.tgz#8de7cd693a75ac0b5480d3abaccd94793e58aae8"
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-  version "1.0.5"
-  resolved "https://registry.yarnpkg.com/d3-polygon/-/d3-polygon-1.0.5.tgz#9a645a0a64ff6cbf9efda96ee0b4a6909184c363"
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-  version "1.0.6"
-  resolved "https://registry.yarnpkg.com/d3-quadtree/-/d3-quadtree-1.0.6.tgz#d1ab2a95a7f27bbde88582c94166f6ae35f32056"
-  integrity sha512-NUgeo9G+ENQCQ1LsRr2qJg3MQ4DJvxcDNCiohdJGHt5gRhBW6orIB5m5FJ9kK3HNL8g9F4ERVoBzcEwQBfXWVA==
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-  version "1.1.2"
-  resolved "https://registry.yarnpkg.com/d3-random/-/d3-random-1.1.2.tgz#2833be7c124360bf9e2d3fd4f33847cfe6cab291"
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-  version "1.3.3"
-  resolved "https://registry.yarnpkg.com/d3-scale-chromatic/-/d3-scale-chromatic-1.3.3.tgz#dad4366f0edcb288f490128979c3c793583ed3c0"
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-    d3-interpolate "1"
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-  version "2.2.2"
-  resolved "https://registry.yarnpkg.com/d3-scale/-/d3-scale-2.2.2.tgz#4e880e0b2745acaaddd3ede26a9e908a9e17b81f"
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-    d3-time-format "2"
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-  resolved "https://registry.yarnpkg.com/d3-selection/-/d3-selection-1.4.0.tgz#ab9ac1e664cf967ebf1b479cc07e28ce9908c474"
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-  version "1.3.5"
-  resolved "https://registry.yarnpkg.com/d3-shape/-/d3-shape-1.3.5.tgz#e81aea5940f59f0a79cfccac012232a8987c6033"
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-    d3-path "1"
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-  version "2.1.3"
-  resolved "https://registry.yarnpkg.com/d3-time-format/-/d3-time-format-2.1.3.tgz#ae06f8e0126a9d60d6364eac5b1533ae1bac826b"
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-  resolved "https://registry.yarnpkg.com/d3-transition/-/d3-transition-1.2.0.tgz#f538c0e21b2aa1f05f3e965f8567e81284b3b2b8"
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-    d3-fetch "1"
-    d3-force "1"
-    d3-format "1"
-    d3-geo "1"
-    d3-hierarchy "1"
-    d3-interpolate "1"
-    d3-path "1"
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-    d3-voronoi "1"
-    d3-zoom "1"
-
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-    jquery ">=1.7"
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-  resolved "https://registry.yarnpkg.com/datatables.net-bs/-/datatables.net-bs-1.11.3.tgz#4bca92330474733e0936db631fc12021f257a095"
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diff --git a/tools/addBlobStorage.py b/tools/addBlobStorage.py
new file mode 100755
index 00000000..f086d514
--- /dev/null
+++ b/tools/addBlobStorage.py
@@ -0,0 +1,305 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to create blob storage PV/PVC and assign to group.
+# Usage: python3 addBlobStorage.py
+
+import yaml
+import subprocess
+import requests
+import os
+import json
+import sys
+
+
+def create_pv_yaml(storage_name, storage_account, resource_group, identity, output_file):
+    container_name = storage_name.replace("-", "")
+    blob_name = f'blob-{container_name}-{storage_account}'
+
+    pv_template = {
+        'apiVersion': 'v1',
+        'kind': 'PersistentVolume',
+        'metadata': {
+            'name': blob_name,
+        },
+        'spec': {
+            'accessModes': ['ReadWriteMany'],
+            'capacity': {
+                'storage': '1Pi'
+            },
+            'csi': {
+                'driver': 'blob.csi.azure.com',
+                'volumeAttributes': {
+                    'AzureStorageAuthType': 'MSI',
+                    'AzureStorageIdentityClientID': identity,
+                    'containerName': storage_name,
+                    'protocol': 'fuse',
+                    'resourceGroup': resource_group,
+                    'storageAccount': storage_account
+                },
+                'volumeHandle': blob_name
+            },
+            'mountOptions': [
+                '--allow-other',
+                '--attr-timeout=3600',
+                '--entry-timeout=3600',
+                '--attr-cache-timeout=7200',
+                '--block-cache',
+                '--block-cache-pool-size=81920',
+                '--block-cache-block-size=1',
+                f'--block-cache-path=/mnt/blobfusecache-{container_name}-{storage_account}',
+                '--block-cache-disk-size=1572864',
+                '--block-cache-prefetch=12',
+                '--block-cache-prefetch-on-open=false',
+                '--cleanup-on-start=true'
+            ],
+            'persistentVolumeReclaimPolicy': 'Retain',
+            'storageClassName': 'azureblob-fuse-premium',
+            'volumeMode': 'Filesystem'
+        }
+    }
+
+    with open(output_file, 'w') as file:
+        yaml.dump(pv_template, file)
+
+    return blob_name
+
+def create_pv_out_yaml(storage_name, storage_account, resource_group, identity, output_file):
+    container_name = storage_name.replace("-", "")
+    blob_name = f'blob-{container_name}-{storage_account}-out'
+
+    pvc_template = {
+        'apiVersion': 'v1',
+        'kind': 'PersistentVolume',
+        'metadata': {
+            'name': blob_name,
+        },
+        'spec': {
+            'accessModes': ['ReadWriteMany'],
+            'capacity': {
+                'storage': '1Pi'
+            },
+            'csi': {
+                'driver': 'blob.csi.azure.com',
+                'volumeAttributes': {
+                    'AzureStorageAuthType': 'MSI',
+                    'AzureStorageIdentityClientID': identity,
+                    'containerName': storage_name,
+                    'protocol': 'fuse',
+                    'resourceGroup': resource_group,
+                    'storageAccount': storage_account
+                },
+                'volumeHandle': blob_name
+            },
+            'mountOptions': [
+                '--allow-other',
+                '--attr-timeout=600',
+                '--entry-timeout=600',
+                '--attr-cache-timeout=600',
+                '--file-cache-timeout=3600',
+                f'--tmp-path=/mnt/blobfusecache-{container_name}-{storage_account}-out',
+                '--cache-size-mb=512000',
+                '--lazy-write',
+                '--cleanup-on-start=true'
+            ],
+            'persistentVolumeReclaimPolicy': 'Retain',
+            'storageClassName': 'azureblob-fuse-premium',
+            'volumeMode': 'Filesystem'
+        }
+    }
+
+    with open(output_file, 'w') as file:
+        yaml.dump(pvc_template, file)
+
+    return blob_name
+
+def apply_yaml_to_aks(yaml_file):
+    try:
+        subprocess.run(["kubectl", "apply", "-f", yaml_file], check=True)
+        print(f"Successfully applied {yaml_file} to AKS.")
+    except subprocess.CalledProcessError as e:
+        print(f"Failed to apply {yaml_file} to AKS: {e}")
+
+def create_pvc_yaml(blob_name, output_file):
+    pvc_template = {
+        'apiVersion': 'v1',
+        'kind': 'PersistentVolumeClaim',
+        'metadata': {
+            'name': blob_name,
+            'namespace': 'default'
+        },
+        'spec': {
+            'accessModes': ['ReadWriteMany'],
+            'resources': {
+                'requests': {
+                    'storage': '1Pi'
+                }
+            },
+            'volumeName': blob_name,
+            'storageClassName': 'azureblob-fuse-premium',
+            'volumeMode': 'Filesystem'
+        }
+    }
+
+    with open(output_file, 'w') as file:
+        yaml.dump(pvc_template, file)
+
+def get_group_info(url, token):
+    headers = {
+        'Authorization': f'Bearer {token}'
+    }
+    try:
+        response = requests.get(url, headers=headers)
+        response.raise_for_status()  # Raise an exception for HTTP errors
+        return response.json()  # Assuming the response is in JSON format
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+        return None
+
+def update_group_info(url, token, data):
+    headers = {
+        'Authorization': f'Bearer {token}',
+        'Content-Type': 'application/json'
+    }
+    payload = {
+        'patch': True,
+        'data': data
+    }
+    try:
+        response = requests.put(url, headers=headers, json=payload)
+        response.raise_for_status()  # Raise an exception for HTTP errors
+        return response.json()  # Assuming the response is in JSON format
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+        return None
+
+def refresh_group_info(url, token):
+    headers = {
+        'Authorization': f'Bearer {token}',
+        'Content-Type': 'application/json'
+    }
+    response = requests.post(url, headers=headers)
+    return response.json()
+
+
+if __name__ == "__main__":
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+
+    identity = input("Enter the identity GUID: ")
+    
+    storage_account = input("Enter the storage account name: ")
+    storage_name = input("Enter the container name: ")
+    resource_group = input("Enter the resource group name: ")
+    bearer_token = input("Enter the bearer token: ")
+    groupname = input("Enter the group name: ") # split by comma if multiple groups
+    groupname = groupname.split(",")
+    
+    try:
+        in_blob_name = create_pv_yaml(storage_name, storage_account, resource_group, identity, "pv_input.yaml")
+    except Exception as e:
+        print(f"Failed to create input PV YAML: {e}")
+        exit(1)
+
+    print(f"Input blob: {in_blob_name} created successfully.")        
+
+    try:
+        out_blob_name = create_pv_out_yaml(storage_name, storage_account, resource_group, identity, "pv_output.yaml")
+    except Exception as e:
+        print(f"Failed to create output PV YAML: {e}")
+        exit(1)
+
+    print(f"Output blob: {out_blob_name} created successfully.")
+
+    if os.path.exists("pv_input.yaml"):
+        apply_yaml_to_aks("pv_input.yaml")
+    else:
+        print("pv_input.yaml does not exist. Skipping.")
+    
+    print(f"Applying PV {in_blob_name} to AKS...")
+
+    if os.path.exists("pv_output.yaml"):
+        apply_yaml_to_aks("pv_output.yaml")
+    else:
+        print("pv_output.yaml does not exist. Skipping.")
+
+    print(f"Applying PV {out_blob_name} to AKS...")
+
+    os.remove("pv_input.yaml")
+    os.remove("pv_output.yaml")
+
+    print("PV YAML files removed.")
+
+    try:
+        create_pvc_yaml(in_blob_name, "pvc_input.yaml")
+    except Exception as e:
+        print(f"Failed to create input PVC YAML: {e}")
+        exit(1)
+
+    print(f"Input PVC blob: {in_blob_name} created successfully.")
+
+    try:
+        create_pvc_yaml(out_blob_name, "pvc_output.yaml")
+    except Exception as e:
+        print(f"Failed to create output PVC YAML: {e}")
+        exit(1)
+
+    print(f"Output PVC blob: {out_blob_name} created successfully.")
+
+    try:
+        apply_yaml_to_aks("pvc_input.yaml")
+    except Exception as e:
+        print(f"Failed to apply pvc_input.yaml to AKS: {e}")
+        exit(1)
+
+    print(f"Applying PVC {in_blob_name} to AKS...")
+
+    try:
+        apply_yaml_to_aks("pvc_output.yaml")
+    except Exception as e:
+        print(f"Failed to apply pvc_output.yaml to AKS: {e}")
+        exit(1)
+
+    print(f"Applying PVC {out_blob_name} to AKS...")
+
+    os.remove("pvc_input.yaml")
+    os.remove("pvc_output.yaml")
+
+    print("PVC YAML files removed.")
+
+    print("Updating group info...")
+    items = [in_blob_name, out_blob_name]
+
+    paiurl = f"https://{cluster_url}/rest-server/api/v2/group/"
+
+    for group in groupname:
+        url = f"{paiurl}{group}"
+        data = get_group_info(url, bearer_token)
+
+        if data:
+            if 'storageConfigs' not in data['extension']['acls']:
+                data['extension']['acls']['storageConfigs'] = []
+            for item in items:
+                if item not in data['extension']['acls']['storageConfigs']:
+                    data['extension']['acls']['storageConfigs'].append(item)
+        else:
+            print(f"Failed to get group info for {group}.")
+            continue
+
+        newdata = data
+
+        updated_data = update_group_info(paiurl, bearer_token, newdata)
+        if updated_data:
+            print(f"Group {group} info updated successfully.")
+        else:
+            print(f"Failed to update group info for {group}.")
+
+    
+    url = f"https://{cluster_url}/rest-server/api/v2/storages/refresh"
+    response = refresh_group_info(url, bearer_token)
+
+    print(response)
+    print("Storage list refreshed.")
+    print("Setup completed successfully.")
\ No newline at end of file
diff --git a/tools/cleanStorageList.py b/tools/cleanStorageList.py
new file mode 100755
index 00000000..078e363f
--- /dev/null
+++ b/tools/cleanStorageList.py
@@ -0,0 +1,33 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to refresh the PV/PVC cache in rest-server.
+# If we have changed the PV/PVC directly in Kubernetes, we can use this tool to make the change effective in OpenPAI.
+
+# Usage: python3 cleanStorageList.py
+
+import requests
+
+def post_request_with_token(url, token):
+    headers = {
+        'Authorization': f'Bearer {token}',
+        'Content-Type': 'application/json'
+    }
+    response = requests.post(url, headers=headers)
+    return response.json()
+
+def main():
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+    
+    token = input("Enter the bearer token: ")
+    print("***********************************")
+
+    url = f"https://{cluster_url}/rest-server/api/v2/storages/refresh"
+    response = post_request_with_token(url, token)
+    print(response)
+
+if __name__ == "__main__":
+    main()
diff --git a/tools/deleteGroup.py b/tools/deleteGroup.py
new file mode 100755
index 00000000..4660d490
--- /dev/null
+++ b/tools/deleteGroup.py
@@ -0,0 +1,52 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to delete a group in the cluster, which also removes the group from all users' group list.
+# When new PAI configuration is updated and some of the groups have been changed such as its name and related email,
+# the new group will be created but the old group will still exist in the cluster,
+# so we can use this tool to delete the old group.
+
+# Usage: python3 deleteGroup.py <group_name>
+
+import requests
+import sys
+
+def delete_group(bearer_token, url):
+    """
+    Sends a DELETE request to the REST server to delete a group.
+
+    :param bearer_token: The Bearer token for authentication
+    :param url: The URL of the group to delete
+    :return: Response object from the server
+    """
+    headers = {
+        "Authorization": f"Bearer {bearer_token}",
+        "Content-Type": "application/json"
+    }
+
+    response = requests.delete(url, headers=headers)
+    return response
+
+if __name__ == "__main__":
+    if len(sys.argv) < 2:
+        print("Usage: python deleteGroup.py <group_name>")
+        sys.exit(1)
+
+    group_name = sys.argv[1]
+
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+    
+    token = input("Enter the bearer token: ")
+    print("***********************************")   
+
+    paiurl = f"https://{cluster_url}/rest-server/api/v2/group/"
+
+    url = f"{paiurl}{group_name}"  # Replace with the actual URL
+    response = delete_group(token, url)
+    if response.status_code == 200:
+        print("Group deleted successfully.")
+    else:
+        print(f"Failed to delete group. Status code: {response.status_code}, Response: {response.text}")
diff --git a/tools/displayGroup.py b/tools/displayGroup.py
new file mode 100755
index 00000000..5c29d061
--- /dev/null
+++ b/tools/displayGroup.py
@@ -0,0 +1,48 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to display all groups in the cluster and their details.
+# Usage: python3 displayGroup.py
+
+import requests
+import json
+
+
+def get_group_info(url, token):
+    headers = {
+        'Authorization': f'Bearer {token}'
+    }
+    try:
+        response = requests.get(url, headers=headers)
+        response.raise_for_status()  # Raise an exception for HTTP errors
+        return response.json()  # Assuming the response is in JSON format
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+        return None
+
+
+if __name__ == "__main__":
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+    
+    token = input("Enter the bearer token: ")
+    print("***********************************")
+
+    paiurl = f"https://{cluster_url}/rest-server/api/v2/group/"
+
+    group_data = get_group_info(paiurl, token)
+    if group_data:
+        for group in group_data:
+            group_name = group['groupname']
+            group_url = f"{paiurl}{group_name}"
+            detailed_info = get_group_info(group_url, token)
+            if detailed_info:
+                print(f"Details for group \"{group_name}\":")
+                print(json.dumps(detailed_info, indent=4))
+            else:
+                print(f"Failed to retrieve details for group \"{group_name}\".")
+            print("***********************************")
+    else:
+        print("Failed to retrieve group data.")
\ No newline at end of file
diff --git a/tools/displayUser.py b/tools/displayUser.py
new file mode 100755
index 00000000..88cb8c63
--- /dev/null
+++ b/tools/displayUser.py
@@ -0,0 +1,50 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to display all users in the cluster and their details.
+# Usage: python3 displayUser.py
+
+import requests
+import json
+
+
+def get_user_info(url, token):
+    headers = {
+        'Authorization': f'Bearer {token}'
+    }
+    try:
+        response = requests.get(url, headers=headers)
+        response.raise_for_status()  # Raise an exception for HTTP errors
+        return response.json()  # Assuming the response is in JSON format
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+        return None
+
+
+if __name__ == "__main__":
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+    
+    token = input("Enter the bearer token: ")
+    print("***********************************")
+
+    paiurl = f"https://{cluster_url}/rest-server/api/v2/user/"
+
+    user_data = get_user_info(paiurl, token)
+    if user_data:
+        for user in user_data:
+            user_name = user['username']
+            user_url = f"{paiurl}{user_name}"
+            detailed_info = get_user_info(user_url, token)
+            if detailed_info:
+                if 'extension' in detailed_info and 'jobSSH' in detailed_info['extension']:
+                    del detailed_info['extension']['jobSSH']
+                print(f"Details for user \"{user_name}\":")
+                print(json.dumps(detailed_info, indent=4))
+            else:
+                print(f"Failed to retrieve details for user \"{user_name}\".")
+            print("***********************************")
+    else:
+        print("Failed to retrieve user data.")
\ No newline at end of file
diff --git a/tools/revokeAllTokens.py b/tools/revokeAllTokens.py
new file mode 100755
index 00000000..4c92efec
--- /dev/null
+++ b/tools/revokeAllTokens.py
@@ -0,0 +1,47 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to revoke all tokens in the cluster.
+# When the cluster has been updated with configuration such as 
+# a user email alias has been moved to another group,
+# we need to revoke all tokens to make the change effective
+# so the user can login with the new group permission.
+
+# Usage: python3 revokeAllTokens.py
+
+import requests
+import sys
+
+def revoke_tokens(bearer_token, url):
+    """
+    Sends a DELETE request to the REST server to delete a group.
+
+    :param bearer_token: The Bearer token for authentication
+    :param url: The URL of the group to delete
+    :return: Response object from the server
+    """
+    headers = {
+        "Authorization": f"Bearer {bearer_token}",
+        "Content-Type": "application/json"
+    }
+
+    response = requests.delete(url, headers=headers)
+    return response
+
+if __name__ == "__main__":
+
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+    
+    token = input("Enter the bearer token: ")
+    print("***********************************")   
+
+    paiurl = f"https://{cluster_url}/rest-server/api/v1/token"
+
+    response = revoke_tokens(token, paiurl)
+    if response.status_code == 200:
+        print("All tokens have been revoked successfully.")
+    else:
+        print(f"Failed to revoke tokens. Status code: {response.status_code}, Response: {response.text}")
diff --git a/tools/setUserProdJob.py b/tools/setUserProdJob.py
new file mode 100755
index 00000000..d32e7025
--- /dev/null
+++ b/tools/setUserProdJob.py
@@ -0,0 +1,67 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to set the prod job privilege for users in the cluster,
+# so the user can submit prod jobs. By default,
+# the job privilege is set to one month after the current time.
+
+# Usage: python3 setUserProdJob.py
+
+import requests
+import json
+import time
+
+def put_request(url, payload, token):
+    headers = {
+        "Authorization": f"Bearer {token}",
+        "Content-Type": "application/json"
+    }
+    try:
+        response = requests.put(url, data=json.dumps(payload), headers=headers)
+        response.raise_for_status()  # Raise an error for bad status codes
+        print(response.text)
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+
+def get_request(url, token):
+    headers = {"Authorization": f"Bearer {token}"}
+    try:
+        response = requests.get(url, headers=headers)
+        response.raise_for_status()  # Raise an error for bad status codes
+        print(response.text)
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+
+if __name__ == "__main__":
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+    
+    names = input("Enter the user names (comma separated): ").split(",")
+    names = [name.strip() for name in names]  # Strip whitespace from each name
+    if not names:
+        print("User names cannot be empty.")
+        exit(1)
+
+    token = input("Enter the bearer token: ")
+    print("***********************************")
+
+    for name in names:
+        post_url = f"https://{cluster_url}/rest-server/api/v2/users/{name}"
+        data = {
+            "data": {
+            "username": name,
+            "extension": {
+                "jobPriority": 1,  # Replace with the desired quota value
+                "jobExpiration": time.strftime("%Y-%m-%dT%H:%M:%S%z", time.gmtime(time.time() + 2592000))  # One month after current time
+            }
+            },
+            "patch": True
+        }
+        put_request(post_url, data, token)
+
+        print(f"Set job expiration for user {name} to one month from now.")
+        print("***********************************")
+
+    print("Job expiration set successfully for all users.")
\ No newline at end of file
diff --git a/tools/setUserVcAdmin.py b/tools/setUserVcAdmin.py
new file mode 100755
index 00000000..af25c06c
--- /dev/null
+++ b/tools/setUserVcAdmin.py
@@ -0,0 +1,69 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to set the VC admin for users in the cluster.
+# Usage: python3 setUserVcAdmin.py
+
+import requests
+import json
+import time
+
+def put_request(url, payload, token):
+    headers = {
+        "Authorization": f"Bearer {token}",
+        "Content-Type": "application/json"
+    }
+    try:
+        response = requests.put(url, data=json.dumps(payload), headers=headers)
+        response.raise_for_status()  # Raise an error for bad status codes
+        print(response.text)
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+
+def get_request(url, token):
+    headers = {"Authorization": f"Bearer {token}"}
+    try:
+        response = requests.get(url, headers=headers)
+        response.raise_for_status()  # Raise an error for bad status codes
+        print(response.text)
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+
+if __name__ == "__main__":
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+    
+    names = input("Enter the user names (comma separated): ").split(",")
+    names = [name.strip() for name in names]  # Strip whitespace from each name
+    if not names:
+        print("User names cannot be empty.")
+        exit(1)
+
+    vc_names = input("Enter the VC names (comma separated), empty means removing all existing admins for the users: ").split(",")
+    if vc_names == [''] or not vc_names:
+        vc_names = []
+    else:
+        vc_names = [vc.strip() for vc in vc_names if vc.strip()]
+
+    token = input("Enter the bearer token: ")
+    print("***********************************")        
+
+    for name in names:
+        post_url = f"https://{cluster_url}/rest-server/api/v2/users/{name}"
+        data = {
+            "data": {
+            "username": name,
+            "extension": {
+                "vcadmins": vc_names
+            }
+            },
+            "patch": True
+        }
+        put_request(post_url, data, token)
+
+        print(f"Set user {name} as the admin of the clusters {vc_names}.")
+        print("***********************************")
+
+    print("Successfully setting VC admins for all users.")
\ No newline at end of file
diff --git a/tools/updateGroupInfo.py b/tools/updateGroupInfo.py
new file mode 100755
index 00000000..0bf2e4a3
--- /dev/null
+++ b/tools/updateGroupInfo.py
@@ -0,0 +1,97 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to update group info in the cluster, such as adding/removing virtual clusters or blob storage configs.
+# Usage: python3 updateGroupInfo.py <group_name> <command_type> <item1,item2,...>
+# command_type: addvc, removevc, addblob, removeblob
+
+import requests
+import sys
+
+def get_group_info(url, token):
+    headers = {
+        'Authorization': f'Bearer {token}'
+    }
+    try:
+        response = requests.get(url, headers=headers)
+        response.raise_for_status()  # Raise an exception for HTTP errors
+        return response.json()  # Assuming the response is in JSON format
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+        return None
+
+def update_group_info(url, token, data):
+    headers = {
+        'Authorization': f'Bearer {token}',
+        'Content-Type': 'application/json'
+    }
+    payload = {
+        'patch': True,
+        'data': data
+    }
+    try:
+        response = requests.put(url, headers=headers, json=payload)
+        response.raise_for_status()  # Raise an exception for HTTP errors
+        return response.json()  # Assuming the response is in JSON format
+    except requests.exceptions.RequestException as e:
+        print(f"An error occurred: {e}")
+        return None
+
+if __name__ == "__main__":
+    if len(sys.argv) < 4:
+        print("Usage: python updateGroupInfo.py <group_name> <command_type> <item1,item2,...>")
+        sys.exit(1)
+
+    command_type = sys.argv[2]
+    items = sys.argv[3].split(',')
+    if command_type not in ["addvc", "removevc", "addblob", "removeblob"]:
+        print("Invalid command type. Must be one of: addvc, removevc, addblob, removeblob")
+        sys.exit(1)
+
+    cluster_url = input("Enter the cluster URL (e.g. example.openpai.org): ")
+    if not cluster_url:
+        print("Cluster URL cannot be empty.")
+        exit(1)
+    
+    token = input("Enter the bearer token: ")
+    print("***********************************")    
+
+    group_name = sys.argv[1]
+    paiurl = f"https://{cluster_url}/rest-server/api/v2/group/"
+    url = f"{paiurl}{group_name}"  # Replace with the actual URL
+    data = get_group_info(url, token)
+
+    if data:
+        if command_type == "addvc":
+            for item in items:
+                if item not in data['extension']['acls']['virtualClusters']:
+                    data['extension']['acls']['virtualClusters'].append(item)
+        elif command_type == "removevc":
+            for item in items:
+                if item in data['extension']['acls']['virtualClusters']:
+                    data['extension']['acls']['virtualClusters'].remove(item)
+        elif command_type == "addblob":
+            if 'storageConfigs' not in data['extension']['acls']:
+                data['extension']['acls']['storageConfigs'] = []
+            for item in items:
+                if item not in data['extension']['acls']['storageConfigs']:
+                    data['extension']['acls']['storageConfigs'].append(item)
+        elif command_type == "removeblob":
+            if 'storageConfigs' not in data['extension']['acls']:
+                    print("No storageConfigs found to remove.")
+                    sys.exit(0)
+            for item in items:
+                if item in data['extension']['acls']['storageConfigs']:
+                    data['extension']['acls']['storageConfigs'].remove(item)
+
+        newdata = data
+        print("Received data:", newdata)
+        print("-------------------------")
+
+        updated_data = update_group_info(paiurl, token, newdata)
+        if updated_data:
+            print("Group info updated successfully.")
+        else:
+            print("Failed to update group info.")
+    else:
+        print("Failed to retrieve data.")
\ No newline at end of file
diff --git a/tools/updateWaitingJob.py b/tools/updateWaitingJob.py
new file mode 100755
index 00000000..022c18ee
--- /dev/null
+++ b/tools/updateWaitingJob.py
@@ -0,0 +1,184 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+# This tool is used to update the snapshot state in PostgreSQL for waiting jobs.
+# Usage: python3 updateWaitingJob.py --connection_string "<connection_string>" [--framework_name "<framework_name>"]
+
+import psycopg2
+import argparse
+import hashlib
+import json
+from datetime import datetime
+
+def encode_name(name):
+    def convert_name(name):
+        return name.lower().replace(' ', '').replace('-', '').replace('_', '')
+
+    if name.startswith('unknown') or '~' not in name:
+        # framework is not generated by PAI
+        return convert_name(name.replace('unknown', ''))
+    else:
+        # md5 hash
+        return hashlib.md5(name.encode()).hexdigest()
+
+def read_data_from_postgresql(connection_string, framework_name=None):
+    try:
+        # Connect to your postgres DBpy
+        connection = psycopg2.connect(connection_string)
+
+        # Create a cursor object
+        cursor = connection.cursor()
+
+        # Execute a query
+        encoded_name = encode_name(framework_name)
+        cursor.execute(f"""
+            SELECT "framework"."name", "framework"."submissionTime", "framework"."snapshot", 
+               "tags"."uid" AS "tags.uid", "tags"."name" AS "tags.name" 
+            FROM "frameworks" AS "framework" 
+            LEFT OUTER JOIN "tags" AS "tags" 
+            ON "framework"."name" = "tags"."frameworkName" 
+            WHERE "framework"."name" = %s
+        """, (encoded_name,))
+
+        # Retrieve query results
+        records = cursor.fetchall()
+
+        for row in records:
+            return row[2]  # Return the snapshot message
+
+    except Exception as error:
+        print(f"Error reading data from PostgreSQL table: {error}")
+    finally:
+        if connection:
+            cursor.close()
+            connection.close()
+            print("PostgreSQL connection is closed")        
+
+def create_update_fields(snapshot):
+    completion_status = snapshot.get('status', {}).get('attemptStatus', {}).get('completionStatus', {})
+    update = {
+        'retries': snapshot.get('status', {}).get('retryPolicyStatus', {}).get('totalRetriedCount', 0),
+        'retryDelayTime': snapshot.get('status', {}).get('retryPolicyStatus', {}).get('retryDelaySec', None),
+        'platformRetries': snapshot.get('status', {}).get('retryPolicyStatus', {}).get('totalRetriedCount', 0) - snapshot.get('status', {}).get('retryPolicyStatus', {}).get('accountableRetriedCount', 0),
+        'resourceRetries': 0,
+        'userRetries': snapshot.get('status', {}).get('retryPolicyStatus', {}).get('accountableRetriedCount', 0),
+        'creationTime': datetime.fromisoformat(snapshot.get('metadata', {}).get('creationTimestamp', '').replace('Z', '')).isoformat() + 'Z' if snapshot.get('metadata', {}).get('creationTimestamp') else None,
+        'launchTime': datetime.fromisoformat(snapshot.get('status', {}).get('runTime', snapshot.get('status', {}).get('completionTime', '')).replace('Z', '')).isoformat() + 'Z' if snapshot.get('status', {}).get('runTime') or snapshot.get('status', {}).get('completionTime') else None,
+        'completionTime': datetime.fromisoformat(snapshot.get('status', {}).get('completionTime', '').replace('Z', '')).isoformat() + 'Z' if snapshot.get('status', {}).get('completionTime') else None,
+        'appExitCode': completion_status.get('code', None),
+        'subState': snapshot.get('status', {}).get('state', None),
+        'state': convert_framework_state(snapshot.get('status', {}).get('state', None), completion_status.get('code', None)),
+        'snapshot': json.dumps(snapshot),
+    }
+
+    return update
+
+def convert_framework_state(state, code):
+    if state in ['AttemptCreationPending', 'AttemptCreationRequested', 'AttemptPreparing']:
+        return 'WAITING'
+    elif state == 'AttemptRunning':
+        return 'RUNNING'
+    elif state in ['AttemptDeletionPending', 'AttemptDeletionRequested', 'AttemptDeleting', 'AttemptCompleted']:
+        if code in [-210, -220]:
+            return 'STOPPING'
+        else:
+            return 'RUNNING'
+    elif state == 'Completed':
+        if code == 0:
+            return 'SUCCEEDED'
+        elif code in [-210, -220]:
+            return 'STOPPED'
+        else:
+            return 'FAILED'
+    else:
+        return 'UNKNOWN'
+    
+
+
+def update_snapshot_in_postgresql(connection_string, framework_name, update_fields):
+    try:
+        connection = psycopg2.connect(connection_string)
+        cursor = connection.cursor()
+
+        cursor.execute("""
+            UPDATE "frameworks"
+            SET "snapshot" = %s, "retries" = %s, "retryDelayTime" = %s, "platformRetries" = %s, 
+            "resourceRetries" = %s, "userRetries" = %s, "creationTime" = %s, "launchTime" = %s, 
+            "completionTime" = %s, "appExitCode" = %s, "subState" = %s, "state" = %s
+            WHERE "name" = %s
+        """, (
+            update_fields['snapshot'], update_fields['retries'], update_fields['retryDelayTime'], 
+            update_fields['platformRetries'], update_fields['resourceRetries'], update_fields['userRetries'], 
+            update_fields['creationTime'], update_fields['launchTime'], update_fields['completionTime'], 
+            update_fields['appExitCode'], update_fields['subState'], update_fields['state'], 
+            encode_name(framework_name)
+        ))
+        connection.commit()
+    except Exception as error:
+        print(f"Error updating snapshot in PostgreSQL table: {error}")
+    finally:
+        if connection:
+            cursor.close()
+            connection.close()
+            print("PostgreSQL connection is closed")
+
+if __name__ == "__main__":
+    #########################################################################################
+    # NOTE: This script is used to update the snapshot state in PostgreSQL
+    # please run it on jumpbox like openpai-000000
+    #########################################################################################
+    parser = argparse.ArgumentParser(description='Read data from PostgreSQL.')
+    parser.add_argument('--connection_string', type=str, required=True, help='PostgreSQL connection string')
+    parser.add_argument('--framework_name', type=str, required=False, help='Framework name to filter the data')
+    args = parser.parse_args()
+    
+    result = read_data_from_postgresql(args.connection_string, args.framework_name)
+
+    if result:
+        date_str = datetime.utcnow().isoformat() + 'Z'
+        state_json = {
+            "state": "Completed",
+            "startTime": date_str,
+            "runTime": date_str,
+            "transitionTime": date_str,
+            "completionTime": date_str,
+            "attemptStatus": {
+                "completionStatus": {
+                    "code": -1100,
+                    "diagnostics": "Job is submitted to database, but cannot be created in ApiServer due to permanent failures.",
+                    "phase": "CreateFrameworkPermanentFailed",
+                    "type": {
+                        "attributes": ["Permanent"],
+                        "name": "Failed",
+                    },
+                    "id": 0,
+                    "startTime": date_str,
+                    "runTime": date_str,
+                    "completionTime": date_str,
+                },
+                "taskRoleStatuses": [],
+            },
+            "retryPolicyStatus": {
+                "retryDelaySec": None,
+                "totalRetriedCount": 0,
+                "accountableRetriedCount": 0,
+            },
+        }
+
+        snapshot = json.loads(result)
+        if snapshot.get('status', {}).get('state') == 'AttemptCreationPending':        
+            snapshot['status'] = state_json
+            print(json.dumps(snapshot, indent=4))
+        else:
+            print("The snapshot state is not AttemptCreationPending and no need to update.")
+            exit(0)
+        
+        update = create_update_fields(snapshot)
+        print(update)
+        # Update the snapshot in PostgreSQL
+        update_snapshot_in_postgresql(args.connection_string, args.framework_name, update)
+        print("The snapshot is updated successfully.")
+    else:
+        print("No data was returned from PostgreSQL. Exiting.")
+        exit(1)
+